UNIVERSIDAD DE LA FRONTERA Facultad de Ingeniería y Ciencias Doctorado en Ciencias de Recursos Naturales
Characterization of bacterial communities from Deschampsia antarctica phyllosphere and genome sequencing of culturable bacteria with ice recrystallization inhibition activity
DOCTORAL THESIS IN FULFILLMENT OF THE REQUERIMENTS FOR THE DEGREE DOCTOR OF SCIENCES IN NATURAL RESOURCES
FERNANDA DEL PILAR CID ALDA
TEMUCO-CHILE
2018
“Characterization of bacterial communities from Deschampsia antarctica phyllosphere and genome sequencing of culturable bacteria with ice recrystallization inhibition activity”
Esta tesis fue realizada bajo la supervisión del Director de tesis, Dr. Milko A. Jorquera Tapia, profesor asociado del Departamento de Ciencias Químicas y Recursos Naturales, Facultad de Ingeniería y Ciencias, Universidad de La Frontera y co-dirigida por el Dr. León A. Bravo Ramírez, profesor titular del Departamento de Ciencias Agronómicas y Recursos Naturales, Facultad de Ciencias Agropecuarias y Forestales, Universidad de La Frontera. Esta tesis ha sido además aprobada por la comisión examinadora. Fernanda del Pilar Cid Alda
……………………………………………
……………………………………. Dr. MILKO JORQUERA T.
Dr. Francisco Matus
DIRECTOR DEL PROGRAMA DE ………………………………………….
DOCTORADO EN CIENCIAS DE Dr. LEON BRAVO R. RECURSOS NATURALES
………………………………………….
Dra. MARYSOL ALVEAR Z......
Dr. Juan Carlos Parra ………………………………………… DIRECTOR DE POSTGRADO Dra. PAULINA BULL S. UNIVERSIDAD DE LA FRONTERA
…………………………………………
Dr. LUIS COLLADO G.
…………………………………………
Dra. ANA MUTIS T
Dedico esta tesis a mis padres, Lillie Alda Leiva y Fernando Cid Verdugo quienes dedicaron sus vidas a la tarea de enseñar en la Universidad de La Frontera, Temuco-Chile.
Abril, 2018
Agradecimientos /Acknowledgements
Agradecimientos /Acknowledgements
This study was supported by the following research projects: Doctoral Scholarship from
Conicyt (no. 21140534) and La Frontera University. Antarctic Chilean Institute
Scholarship (code DT_01-13) for Doctoral studies and for the permits given by them to collect plants in Antarctic protected areas n° 125, 126 and 150. International
Cooperation project Conicyt-USA code USA2013-0010 and MECESUP FRO1204 also financed this study. I would like also to acknowledge the Doctoral Program in Natural
Resources Management and for its academic and economic supports. Especially Dra.
Maria de la Luz Mora that encouraged me for doing this graduate studies. I want also to give special thanks to the administrative staff, Mariela Gonzalez and Gladys Oyarzun for their commitment and dedication at any time.
I would also like to give special thanks to Dr. Milko Jorquera Tapia for his constant support, patience, dedication and friendship in the development of this thesis in his laboratory. I want to thank also Dr. Fumito Maruyama for his friendship and voluntary support in my thesis and also for all his assistance in my scholarship in Kyoto
University-Japan. I want to refer also to Dr. Ralf Greiner for receiving me in Max
Rubner Institute in Karlsruhe-Germany, and I want also to give special thanks to Dr.
Steffen Graether for his support in my internship in Guelph University in Canada and all his support while writing all papers done in my thesis. In addition, I want also to thank all researchers who have participated as co-authors in our papers, for their collaboration and helpful comments during manuscript revisions.
I want to highlight the good vibes received always from laboratory mates; Nitza
Inostroza that helped me in the experiments done in my thesis and encouraged me to keep working despite hard situations in life. Ignacio Rilling who helped me in the
I
Agradecimientos /Acknowledgements
phylogenetic analyses of antifreeze protein sequences. Giovanni Larama who helped me in the bioinformatics searches and analysis of antifreeze proteins. Oscar Navarrete who helped me also with antifreeze protein sequences databases. Lorena Lagos and Patricio
Barra who supported me always with their previous experience in laboratory and Luis
Marileo for his expertise help in DGGE development. Paola Durán for teaching me at the beginning in the laboratory and also, Jacqueline Acuña who was always able to read or give her opinion to improve the work done in laboratory. I will always be grateful to all of you.
Finally, thanks to my family for their unconditional love and support. I love you, we are the best team ;).
II
Abbreviations
Abbreviations
ACC deaminase = 1-aminocyclopropane-1-carboxylate deaminase
AFP = antifreeze protein
C = carbon
ColAFP = Colwellia sp. SLW05 AFP
DGGE = denaturing gradient gel electrophoresis
ERIC = enterobacterial repetitive intergenic consensus
HCN = hydrogen cyanide
IBP = ice binding protein
IAA = indole acetic acid
INP = ice nucleating/nucleation protein
IRI = ice recrystallization inhibition
InaA = gene for ice nucleation in Erwinia ananas (= Pantoea ananatis).
InaX = gene for ice nucleation in Xanthomonas campestris
-like = protein denoted as putative since their activity have not been confirmed experimentally.
MpAFP = Marinomonas primoryensis antifreeze protein
N = nitrogen
NCBI = National Center for Biotechnology Information
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Abbreviations
P = phosphorus
PCR = polymerase chain reaction
PGP = plant growth-promoting
PV = phenotypically verified
TH = thermal hysteresis
IV
Glossary
Glossary
ACC deaminase : Is an enzyme from bacteria that converts ACC synthase, a plant precursor of ethylene, to ammonia and α-ketobutyrate compounds that are readily assimilated. Thus the reduction of ethylene levels ameliorates the effect of
“stress by ethylene” in plants.
Antifreeze protein : A protein that bind to ice crystals by adsorption causing a thermal hysteresis or ice recrystallization inhibition.
Ethylene : Hormone from plants that is produced as a response of stress, inducing processes such as senescence, chlorosis, and abscission that may lead to a significant inhibition of plant growth and survival.
Hydrogen cyanide : Is a secondary metabolite produced by prokaryotes especially within the phylum Proteobacteria. HCN is a broad-spectrum antimicrobial compound that has been found to be implicated in the suppression of different plant root diseases.
Ice binding protein : A protein found in organisms that live at subzero and near-zero temperatures, that binds to ice. Ice-binding proteins include AFPs and proteins that inhibit IRI of ice, and might include proteins that favors ice formation such as INP.
Ice nucleating protein : A protein that induces ice formation at high subzero temperatures.
Ice recrystallization inhibition : As a consequence of the adhesion of an AFP to ice, ice recrystallization inhibition prevent the generation of large ice crystals by boundary migration of smaller ice crystals.
V
Glossary
Identity percentage : The extent to which two (nucleotide or amino acid) sequences have the same residues at the same positions in an alignment, often expressed as a percentage.
Indole acetic acid : It is an auxin, a plant phytohormone involved in plant growth regulation, specifically affects cells division, extension and differentiation. IAA synthesized by bacteria may be involved in plant growth promotion since it has been proven to increase root surface area and length, and thereby provides the plant a greater access to soil nutrients.
Median coverage : Average number of reads that include a given nucleotide in the aligned sequences.
PGP mechanisms : Have been described in bacteria among other microorganisms to facilitate nutrient uptake by plant, provide defense against pathogens and insects and/or contribute to ameliorate stress in plants, favoring plant development.
Psychrophilic bacteria : Microorganisms adapted to live in extremely cold or freezing temperatures
Similarity percentage : The extent to which nucleotide or protein sequences are related.
Thermal hysteresis : A non-colligative effect as a consequence of the adhesion of an AFP to ice, lowering the freezing point below the melting point of a solution.
VI
Thesis summary
Thesis summary:
Frost events generate considerable damages in agriculture world-wide, thus the study of mechanisms present in Antarctic plant-associated microorganisms such as antifreeze proteins (AFP), could represent a source to search and develop natural strategies to ameliorate frost injury and economical losses in agriculture. The phyllosphere microorganisms of Antarctic vascular plants and their potential application in agriculture have not been investigated in detail so far. Thus, the objective of this thesis is to characterize the bacterial communities from Deschampsia antarctica phyllosphere and to identify putative genes encoding for AFP by determining the whole genomes of culturable bacteria showing antifreeze activity. After a general introduction, this thesis contains the information of three consecutive published manuscripts that includes; firstly a review, which was focused on properties from bacterial ice binding proteins
(IBP) that regulates ice growth, both AFP and ice nucleating proteins (INPs), and their biotechnological applications, perspectives in agriculture and shows some information regarding this protein sequences deposited in public databases. Secondly, another paper describes the bacterial community structure on the phyllosphere of Deschampsia antarctica plant and evaluate the presence of ice recrystallization inhibition (IRI) activity in these isolates. Through denaturing gradient gel electrophoresis (DGGE) analysis, it was possible to observe differences in bacterial community compositions among Antarctic plants, nevertheless the most dominant orders found were
Pseudomonadales followed by Rhizobiales. Regarding IRI activity, 21% (32 isolates) presented IRI activity in cold acclimated bacterial cultures and 3% (5 isolates) in nonacclimated cultures. And the third manuscript, contains the analysis of the draft genome sequences of bacteria isolated from the Deschamspsia antarctica phyllosphere.
Genome analyses are being used to characterize plant growth promoting (PGP) bacteria
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Thesis summary living in different plant compartments, thus Genomes of bacteria showing IRI activity from previous work, were sequenced and annotated according to their functional gene categories. Five strains were identified as Pseudomonas and one as Janthinobacterium and genes associated with PGP traits were found in most strains. However, no genes associated with reported AFPs were found in these genomes. Genes connected to ice nucleating proteins (InaA) were found in all Pseudomonas strains. With this thesis work we put together the state of art of IBP and their possible applications in agriculture biotechnology. Through bacterial culture dependent and independent techniques, it has been possible to study the diversity of organisms living in the phyllosphere of D. antarctica as well as to obtain candidates of AFP producing PGP bacteria to be tested.
Nevertheless, further work on characterization, purification and use of AFP or inoculation of PGP bacteria are required to be confirm their biotechnological potential in agriculture against frost damages in plants, under laboratory and field conditions.
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Thesis outline
Thesis outline
In the world, frost events cause important economic losses in agriculture. To our knowledge, in Chilean agriculture there are no studies focused on strategies to ameliorate the damages by frost in crops, particularly in Southern Chile. Psychrophilic bacteria have developed a wide set of physiological adaptations to undergo freezing or cold temperatures. Among these, AFP are considered as adaptations to tolerate extreme cold temperatures. AFP bind to ice crystals by adsorption and can act by i) thermal hysteresis (TH) and ii) IRI. Studies have demonstrated the presence of AFP in bacteria isolated from marine polar waters, Antarctic lakes and rhizosphere from Arctic plants.
Thus, psychrophilic bacteria with the ability to produce AFP could represent an alternative to ameliorate frost injury in frost sensitive plants.
The first chapter of this thesis includes a general overview of cold temperature damages in crops and the mechanisms developed by living organisms and agriculture to counteract this damages and also includes the overall hypothesis of this work and objectives of this doctoral thesis. In the second chapter, we include a review that analyses the properties and biotechnological applications of IBP, both AFPs and INPs in various fields such as food industry and medicine. This review emphasizes on less studied fields such as agriculture and the use of INP bacteria antagonists and AFP- producing bacteria as a strategy to ameliorate frost damages in crops. This work also includes UniProt database analyses of reported IBPs in bacteria and indicate that major studies are required.
The hair grass Deschampsia antarctica is one of the two vascular plants that inhabits Antarctic continent and the symbionts on the phyllosphere, defined as the aerial part of plant leaves, have been scarcely studied. Thus, the third chapter of this thesis
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Thesis outline refers to the bacterial community structure on the phyllosphere of D. antarctica plant and the diversity and representative bacterial genera associated to this plant phyllosphere. In addition, one of the mechanisms present in organisms in cold environments is IRI activity. This activity has been previously detected visually in bacteria by analyzing ice crystals growth behavior, whereas in this thesis we did a modification of this detection technique by using a spectrophotometer analysis. This technique was standardized and crude protein extracts of culturable bacteria isolated from D. antarctica phyllosphere were evaluated. In this context, genome sequencing technique has also been proven to be a valuable tool for the identification of functional genes involved in relevant processes and for the comparison of genetic features contributing to a particular lifestyle or phenotype. Therefore, fourth chapter of this thesis, presents the analysis of draft genome sequences of bacteria isolated from D. antarctica phyllosphere. Bacteria selected in previous work showing IRI, an activity related to the presence of antifreeze proteins (AFPs), were used for this study.
Finally, the fifth chapter of this thesis, gives a general discussion derived from the results obtained in this study and the sixth chapter gives the final conclusions of this thesis and the perspectives reached. And, the last chapter (7th) of this thesis, includes all the literature used in this work.
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Table of contents
TABLE OF CONTENTS
Agradecimientos / acknowledgements i
Abbreviations iv
Summary vi
Thesis outline viii
Table of contents xi
Figures Index xiv
Tables Index xix
Supplementary material index xxi
Chapter 1. General introduction 1
1.1. General introduction 2
1.2. Hypothesis 6
1.3. General objective 6
1.4. Specific objectives 6
Chapter 2. “Properties and biotechnological applications of ice-binding 7
proteins in bacteria”
Abstract 8
2.1. Introduction 9
2.2. Antifreeze proteins 11
2.3. Bacterial AFPs 12
2.4. Ice-nucleating proteins 15
2.5. Bacterial INPs 15
2.6. Biotechnological applications 17
2.7. Perspectives in agriculture 19
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Table of contents
2.8. IBPs in public databases 26
2.9. Conclusions and future directions 32
Acknowledgements 33
Funding 33
CHAPTER 3. “Bacterial community structures and ice recrystallization 34 inhibition activity of bacteria isolated from the phyllosphere of the Antarctic vascular plant Deschampsia antarctica”
Abstract 35
3.1. Introduction 36
3.2. Materials and methods 38
3.2.1. Plant collection 38
3.2.2. Bacterial community structure 40
3.2.3. Isolation of culturable bacteria 42
3.2.4. Selection of isolates by genotyping 44
3.2.5. IRI detection 44
3.2.6. Screening for IRI in isolates 46
3.2.7. Statistical analysis 48
3.3. Results 48
3.3.1. Bacterial community structure 48
3.3.2. Isolation and genotyping of culturable bacteria 50
3.3.3. Detection and screening for IRI in isolates 51
3.4. Discussion 54
Acknowledgements 59
CHAPTER 4. “Draft genome sequences of bacteria isolated from the 60
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Table of contents
Deschampsia antarctica phyllosphere”.
Abstract 61
4.1. Introduction 62
4.2. Materials and methods 64
4.2.1. Bacterial strains and DNA extraction 64
4.2.2. Genome sequencing, assembly and taxonomic affiliation 65
4.2.3. Genome analysis. 65
4.2.4. Ice recrystallization inhibition activity 66
4.3. Results 69
4.3.1. Genome sequencing and taxonomic assignment 69
4.3.2. Genome analyses 71
4.3.3. Genes related to PGP traits 73
4.3.4. Genes related to ice recrystallization inhibition activity 75
4.4. Discussion 80
4.5. Conclusions 88
Acknowledgements 87
Supplementary figures 89
CHAPTER 5. General discussion 91
5. General discussion 92
CHAPTER 6. General conclusions and perspectives 101
6. General conclusions and perspectives 102
Chapter 7. References 104
7. References 105
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Tables index
Figures index:
Chapter 2. Properties and biotechnological applications of ice-binding proteins in bacteria
Figure 2.1. Structure of MpAFP from Marinomonas primoyensis based on Garnham et al.
(2011) model. A cartoon representation of this Antarctic bacterial AFP (PDB id 3P4G) is shown with coil structure colored white, α-helix colored orange and β-strands colored blue. The figure is oriented with the N-terminus at the top of the page and the ice-binding face towards the viewer. Page 14
Figure 2.2. Phylogenetic analysis of phenotypically verified AFPs (red) and putative AFPs
(black). Amino acid sequences were taken from the UniProt database (http://www.uniprot.org/) and aligned using Clustal Omega (http://www.clustal.org/omega/). In brackets, protein accession numbers were included. The neighborjoining phylogenetic tree was built using the
PHYLIP package (http://evolution.genetics.washington.edu/phylip.html), and interpreted using
FigTree software (http://tree.bio.ed.ac.uk/software/figtree/). Marinomonas primoryensis
(A1Y1Y2), Colwellia sp. SLW05 (A5XB26), Flavobacterium frigoris PS1 (H7FWB6),
Flavobacteriaceae bacterium 3519-10 (B3GGB1), Pseudomonas putida GR12-2 (Q68VA9), P. syringae SM (S3MTC9), Pseudomonas sp. UW4 (K9NL46), Pseudomonas sp. Chol1
(K5YJR0), Serratia fonticola AU-AP2C (U2NA57), S. fonticola AU-P3 (U2LCA8),
Xanthomonas campestris pv. campestris (A0A0C7DZ94), X. campestris pv. campestris
ATCC33913 (Q8P6Q0), X. campestris pv. raphani 756C (G0CBK7), Rhizobium fredii HH103
(G9A7B7), Bradyrhizobium diazoefficiens SEMIA 5080 (A0A099IPF9), Ensifer adhaerens
(Sinorhizobium adhaerens) OV14 (W8HVP5), Herbaspirillum frisingense GSF30 (R0G033), H. seropedicae SmR1 (D8IRJ0), Herbaspirillum sp. Gw103 (I3CTQ5), Bacillus sp. OxB-1
(A0A0A8JKC3), Paenibacillus alvei DSM29 (K4ZQG5), P. alvei TS-15 (S9SIL7),
Paenibacillus sp. JDR-2 (C6D7M4), Paenibacillus sp. R7-277 (W4DV37). Page 24
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Tables index
Figure 2.3. Phylogenetic analysis of phenotypically verified INPs (red) and putative INPs
(black). Amino acid sequences were taken from the UniProt database (http://www.uniprot.org/) and aligned using Clustal Omega (http://www.clustal.org/omega/). In brackets, protein accession numbers were included. The neighborjoining phylogenetic tree was built using the
PHYLIP package (http://evolution.genetics.washington.edu/phylip.html) and interpreted using
FigTree software (http://tree.bio.ed.ac.uk/software/figtree/). Pseudomonas syringae (K4WYP7),
P. savastanoi pv. savastanoi (G7ZJR9), P. syringae SM (S3MD81), P. syringae (D2U789), P. mandelii JR-1 (A0A024E7B8), Pseudomonas sp. GM30 (W6VKH0), P. syringae pv. syringae
B728a (Q4ZW16), Pantoea ananatis LMG 20103 (D4GJ13), Xanthomonas gardneri ATCC
19865 (F0C4Z6), X. campestris pv. raphani 756C (G0CIB0), X. campestris pv. campestris
ATCC 33913 (Q8PD38), Rhodobacter capsulatus ATCC BAA-309 (D5AV30), R. capsulatus
SB1003 (O68078), Bacillus thuringensis MC28 (K0FS92), P. ananas InaA (P20469), P. syringae pv. syringae InaZ (P06620), P. ananas InaU (Q47879), X. campestris InaX, (P18127),
P. fluorescens InaW (P09815), P. syringae InaK (O30611), P. syringae InaQ (B0FXJ3), P. agglomerans iceE (P16239), P. syringae InaV (O33479). Page 27
Figure 2.4. Motifs in bacterial phenotypically verified INPs as represented by the motif discovery tool MEME (http://meme.nbcr.net/meme/). Black bars indicate the octapeptide repeat sequence. The UniProt accession numbers are given in parenthesis. Page 30
Chapter 3. Bacterial community structures and ice recrystallization inhibition activity of bacteria isolated from the phyllosphere of the Antarctic vascular plant
Deschampsia antarctica
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Tables index
Figure 3.1. Map of Antarctic Peninsula. In detail, sampling sites of D. antarctica plants (red circles) on South Shetland Islands. Plants 1, 2, and 3 were taken from Gemelos Hill
(62º11’45.73’’S; 58º59’39.95’’W). Plants 4, 5, and 6 were taken from Collins Glacier
(62º10’9.00’’S; 58º51’21.06’’W). Plant 7 was taken from Ardley Peninsula (62º12’36.78’’S;
58º56’59.25’’W). Plant 8 was taken from Hanna Point (62º39’15.64’’S; 60º36’51.82’’W).
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Figure 3.2. (a) Denaturing gradient gel electrophoresis (DGGE) banding profile of bacterial communities present in eight plants of the Deschampsia antarctica phyllosphere. Arrows indicate excised and sequenced bands. Analysis of similarity percentages of dendrogram (b) and non-metric multidimensional scaling (c) of DGGE profiles (16S rRNA gene) from bacterial communities from eight plants of the Deschampsia antarctica phyllosphere. Page 43
Figure 3.3. Dendrogram of ERIC-PCR genotyping of culturable bacteria from Deschampsia antarctica phyllosphere. (a) Isolates grown in Pseudomonas agar (PA) plates and (b) grown in
NM1 culture media. Page 45
Figure 3.4. Standardization of detection of ice recrystallization inhibition (IRI) in culturable bacteria of the Deschampsia antarctica phyllosphere. (a) Background theory, (b) Absorbance at different wavelengths (from 300 to 650 nm), (c and d) Absorbance at 500 nm at different BSA and AFP protein concentrations (from 0.01 to 2.0 mg ml-1). AFP: antifreeze protein in a 30% sucrose solution; BSA: bovine serum albumin in a 30% sucrose solution; Blank: 30% sucrose solution. Page 51
Figure 3.5. Ice recrystallization inhibition in the phyllosphere (a) Screening of IRI activity in crude protein extracts (1 mg ml-1) from bacteria isolated from the Deschampsia antarctica
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Tables index phyllosphere using Pseudomonas and Actinomyces agar plates. (b) Detection of IRI activity in crude protein extracts (0.5 mg ml-1) from bacteria grown without cold temperature acclimatization. Asterisks denote significant (p≤0.05, Dunnet’s test) differences in comparison with crude protein extracts of E. coli JM109 (negative control).
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Chapter 4. Genome sequencing and search of putative antifreeze proteins in bacteria isolated from Deschampsia antarctica phyllosphere
Figure 4.1. Abundance and functional categorization of total coding-genes in draft genomes of phyllosphere Pseudomonas (a) and Janthinobacterium (b) strains as revealed by the SEED system. The reference Pseudomonas (Pf5 and L10.10) and Janthinobacterium (KBS0711 and
PAMC25724) strains are presented on the left side of each graph, followed by the sequenced strains (43NM1, 38PA, 28NM1, 20AA, 19PA and 15PA). Page 72
Figure 4.2. Abundance of encoded-genes associated with carbon (a and b), nitrogen (c and d) and phosphorus (e and f) metabolism in draft genomes of phyllosphere Pseudomonas (a, c and e) and Janthinobacterium (b, d and f) strains, as revealed by the SEED system. The reference
Pseudomonas (Pf5 and L10.10) and Janthinobacterium (KBS0711 and PAMC25724) strains are presented on the left side of each graph, followed by the sequenced strains (43NM1, 38PA,
28NM1, 20AA, 19PA and 15PA). Page 74
Figure 4.3. Abundance of encoded-genes associated with stress response in draft genomes of phyllosphere Pseudomonas (a) and Janthinobacterium (b) strains as revealed by the SEED system. The reference Pseudomonas (Pf5 and L10.10) and Janthinobacterium (KBS0711 and
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Tables index
PAMC25724) strains are presented on the left side of each graph, followed by the sequenced strains (43NM1, 38PA, 28NM1, 20AA, 19PA and 15PA). Page 76
Figure 4.4. Phylogenetic analysis of 36 known antifreeze proteins sequences present in different taxa as reported in the Uniprot database (see also Table 1). The amino acid sequences were aligned using Mega 7.0 software (http://www.megasoftware.net/) (Kumar et al. 2016) and the UPGMA tree was constructed using Geneious 8.4.1, and interpreted using FigTree software
(http://tree.bio.ed.ac.uk/software/figtree/). Domain DUF3494 detected by SMART web server is shown in the graph with asterisks (*). The colored branches indicate the corresponding taxa.
Red: fishes, blue: arthropods, green; plants, light blue: fungi, yellow: algae and purple: bacteria.
Page 84
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Tables index
Tables index:
Chapter 2. Properties and biotechnological applications of ice-binding proteins in bacteria
Table 2.1. Characteristics of phenotypically verified AFPs isolated from bacteria.
Page 16
Table 2.2. Summary of bacterial ice-binding protein applications. Page 20
Table 2.3. Summary of taxonomic affiliation of the phenotypically verified ice-binding proteins
(IBPs) and putative IBPs present in the UniProt database. Page 22
Chapter 3. Bacterial community structures and ice recrystallization inhibition activity of bacteria isolated from the phyllosphere of the Antarctic vascular plant
Deschampsia antarctica
Table 3.1. Phylogenetic assignment of representative DGGE bands. Page 47
Table 3.2. Bacterial counts (cfu g-1 of leaf), ERIC-PCR genotyping and IRI activity of culturable bacteria isolated from Deschampsia antarctica phyllosphere.
Page 49
Chapter 4. Genome sequencing and search of putative antifreeze proteins in bacteria isolated from Deschampsia antarctica phyllosphere.
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Tables index
Table 4.1. Known antifreeze proteins used in the search for potential AFP coding genes in the draft genomes of phyllospheric strains. Page 68
Table 4.2. Summary of results obtained from the genome sequencing of the phyllospheric strains. Page 70
Table 4.3. Summary of coding-genes associated with PGP mechanisms in draft genomes of phyllospheric strains. Page 82
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Supplementary material index
Supplementary material index:
Chapter 4. Genome sequencing and search of putative antifreeze proteins in bacteria isolated from Deschampsia antarctica phyllosphere.
Supplementary figure 4.1. (a) Amino acid sequence of known antifreeze protein from
Pseudomonas putida GR12-2 (accession no. Q68VA9). The region that matches with scaffold number 5 (SC5-38PA) from Pseudomonas brassicacearum 38PA is highlighted in light blue.
(b) Detail of the alignment between Q68VA9 and SC5-38PA. (c) Amino acid sequence of known antifreeze protein from Marinomonas primoryensis (accession no. A1YIY3). The region that matches with scaffold number 68 (SC68-43NM1) from Pseudomonas lini 43NM1 is highlighted in light blue. Ice-binding region is highlighted in yellow (d) Details of the alignment between the A1YIY3 and SC68-43NM1. Page 78
Supplementary Table 4.1. Matches between draft genomes of Pseudomonas brassicacearum
38PA and Pseudomonas lini 43NM1) with known antifreeze proteins from Pseudomonas putida
GR12-2 (Q68VA9) and Marinomonas primoryensis (A1YIY3). Page 79
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Chapter 1
General Introduction
Chapter 1: General introduction
1.1. General introduction
Around the world, frost temperature causes important economic losses in agriculture. In
USA, citrus industry has been devastated on several occasions, resulting in fruit and tree losses and costs estimated in billion dollars (Martsolf et al., 1984). In April 2007, damages produced by frost in USA were estimated in losses of 50% and 87% in peach and blueberry crops, equivalent to USD $65 million with respect to previous years
(Chevalier et al., 2012). Thus, it has been reported that frost events generated more damages than any other weather-related phenomenon occurred in USA (Pearce, 2001;
Snyder and Melo-Abreu, 2005; Purugganan and Fuller, 2009). The negative effects of frost in agriculture not only are related to reduced economic incomes, but also to unemployment and economic-social impasses (Snyder and Melo-Abreu 2005). To our knowledge, in Chilean agriculture there are no researches focused on evaluating strategies to ameliorate the damages by frost in crops, particularly in southern Chile.
However, losses between 22-100% in crops such as blueberries are commonly reported and described as a limitation factor in regional agriculture. Therefore, studies focused on establishing efficient strategies to ameliorate frost damage in Chilean crops are highly required.
Plants are differentially affected by frosts, defined as the occurrence of an air temperature of 0°C or lower, measured at 1-2 m above soil level. Some plant species cannot bear freeze injury being seriously damaged (even lethal), whereas other plant species regulate freezing point depression by the presence of cryoprotectants (trehalose and sucrose) allowing plants to reach lower temperatures in their tissues, this characteristic is known as super-cooling (Anchordoguy et al., 1987; Pearce, 2001).
Nevertheless, at frost temperatures close to cero (between -2 and -6°C), plants can also be affected by the occurrence of bacteria able to produce INP that promote the
2
Chapter 1: General introduction formation of ice (Lindow et al., 1982). In freezing-sensitive plants, ice nucleation by bacterial activity produces injury in tissues, particularly in the phyllosphere (considered as leaf surface or total above-ground surfaces of plants), facilitating the development of pathogenesis (Cambours et al., 2005). Diverse studies have described frost injury produced by various INP bacterial species (Pseudomonas flourescense, Pseudomonas syringae, Xanthomonas campestris and Pantoea aglomerans) on frost sensitive crop plants such as willows (Salix viminalis), sour cherry (Prunus cerasus), snap bean
(Phaseolus vulgaris) and eucalyptus (Eucalyptus globulus) (Lindow and Brandl, 2003;
Cambours et al., 2005; Lindow, 1983; Sule and Seemuller, 1987; Hirano et al., 1999).
Current methods to prevent frost damages on plants are mostly physical e.g., heaters, wind machines, artificially generated fogs, water sprinkling directly to plants and mechanical protection (plastic thermal blankets-covered cultures). Other methods have attempted to mitigate frost effects by control of INP bacterial populations, and consequently, enhancing the natural ability of plants to supercool (Lindow, 1983).
Bactericides (such as oxytetracycline and streptomycin) have been applied as protectant to prevent the establishment of INP bacteria on plant tissues showing significant frost control on different crops such as corn, beans, potatoes, squash, tomatoes, pear, almond, citrus and avocado (Lindow, 1984). However, the rate, type, application frequency and environmental concerns of bactericides must be previously established. Another method is the use of ice nucleating inhibitors such as Na2CO3 (0,1M), Urea (0,5M) + ZnSO4,
Urea + Na2CO3 (0,1M) and hyamine, which inactivate ice nucleus without necessary bactericidal action, with significant reductions in frost injuries. However, this activity offers a “day before” type of frost prevention.
Antagonistic bacteria have also been applied to reduce the number of INP bacterial strains. Considering that the abundance ice nucleus from bacterial INP are
3
Chapter 1: General introduction reduced at higher threshold temperatures (-2°C), the occurrence of non-INP bacteria populations could reduce the number of INP ice nucleus. Nevertheless, competitors should also be selected considering the ability to produce antibiotics or the effective colonization of phyllosphere. In this context, Lindow (1987) reported the reduction of frost injury in plants pretreated with non-INP bacteria mutant strains, compared with non-treated plants.
Psychrophilic bacteria are microorganisms adapted to live in extremely cold or freezing temperatures and they could represent an important source to search and develop natural strategies to ameliorate frost injury in plants. Psychrophilic bacteria have developed a wide battery of physiological tools to undergo cold or freezing temperatures such as changes in membrane fluidity, protein synthesis and enzyme kinetics (Hébraud and Potier, 1999; Feller and Gerday, 2003). Psychrophilic bacteria can also avoid ice formation through accumulation of sugars, amino acids or polyhydric alcohols with the consequent depression of freezing point in cellular structures
(colligative properties), preventing protein and membrane denaturation (Kawahara,
2008). In this context, AFP have been considered as an adaptation under extreme cold conditions to tolerate ice formation (Venketesh and Dayananda 2008). AFP bind to ice crystals by adsorption and can act by i) TH and ii) IRI. The first one is a non-colligative effect defined by a difference between the freezing and melting points of a solution
(Raymond and DeVries 1977). In IRI, AFPs prevent the generation of large ice crystals by boundary migration of smaller ice crystals (Yue and Zhang 2009).
The presence of AFP in bacteria isolated from Antarctic lakes and glacial has been previously described (Raymond and Knight, 2003; Gilbert, 2004; Raymond et al.,
2007 and 2008). In addition, Sun et al., (1995), discovered that Pseudomonas putida
GR12-2 isolated from the rhizosphere of plants growing in the Canadian High Arctic,
4
Chapter 1: General introduction were able to promote root growth at 5°C and survival of spring and winter canola
(Brassica campestris and Brassica napus respectively) exposed to freezing temperatures
(-20 and -50°C).
By the other hand, ice nucleus could be catalyzed by different substrates such as dust particles, clay minerals and also by molecules such as sylver iodine applied in the production of snow. Nevertheless, ice nucleus of biological origin i.e. bacterial INP, are the most efficient ice nucleating agents, even favoring the development of pathogenesis.
In this context, AFPs from fish origin have been proven to inhibit ice nucleus from bacterial origin such as common epiphytic organisms found in the phyllosphere of plants (Parody-Morreale and Murphy, 1988; Du et al., 2003). Thus the inhibition of efficient ice nucleus of bacterial origin and other ice nucleating agents such as dust particles present in the phyllosphere of plants, could reduce the damages generated by frost events and concomitantly reduce the prevalence of pathogenesis related to bacterial ice nucleus.
Despite the phyllosphere of plants is an oligotrophic substrate composed of a cutin layer coating the epidermis, this structure gives to epiphytic organisms a heterogeneous habitat with different structures such as stomatas, trichomes and hidatodes facilitating leaf colonization to a great diversity of bacterial species exposed to important daily and seasonally variations in physical (temperature, light, dehydration, etc.) and nutritional conditions (Lindow and Brandl, 2003; Cambours et al., 2005;
Hirano and Christen, 2000). Considering the ubiquitous presence of INP bacteria around the world and the discovery of bacteria with AFP in different ecosystems exposed to freezing temperatures, bacteria with the ability to produce AFP could be found in the phyllosphere ecosystem. The aim of this work is to characterize the bacterial
5
Chapter 1: General introduction communities from Deschampsia antarctica phyllosphere and to identify genes encoding for AFP by determining the whole genomes of culturable bacteria with IRI activity.
1.2. Hypothesis
Genomes of bacteria isolated from Deschampsia antarctica phyllosphere showing IRI activity, will have genes encoding for AFP.
1.3. General objective
To characterize the bacterial communities from Deschampsia antarctica phyllosphere and to identify putative genes encoding AFP by determining the whole genomes of culturable bacteria with IRI activity.
1.4. Specific objectives
1.4.1. - To determine the diversity and representative bacterial genera associated to
Deschampsia antarctica phyllosphere.
1.4.2. - To select bacterial strains isolated from Deschampsia antarctica phyllosphere with IRI activity.
1.4.3. - To determine whole bacterial genomes of selected culturable bacteria with IRI activity.
6
CHAPTER 2
Properties and biotechnological applications of ice-binding proteins in bacteria
FEMS Microbiology Letters 363, 2016
Chapter 2.- Properties and biotechnological applications of ice-binding proteins in bacteria
Abstract
IBPs, such as AFPs and INPs, have been described in diverse cold-adapted organisms, and their potential applications in biotechnology have been recognized in various fields.
Currently, both IBPs are being applied to biotechnological processes, primarily in medicine and the food industry. However, our knowledge regarding the diversity of bacterial IBPs is limited; few studies have purified and characterized AFPs and INPs from bacteria. PV-IBPs have been described in members belonging to
Gammaproteobacteria, Actinobacteria and Flavobacteriia classes, whereas putative IBPs have been found in Gammaproteobacteria, Alphaproteobacteria and Bacilli classes.
Thus, the main goal of this minireview is to summarize the current information on bacterial IBPs and their application in biotechnology, emphasizing the potential application in less explored fields such as agriculture. Investigations have suggested the use of INP-producing bacteria antagonists and AFP-producing bacteria (or their AFPs) as a very attractive strategy to prevent frost damages in crops. UniProt database analyses of reported PV-IBPs and putative IBPs also show the limited information available on bacterial IBPs and indicate that major studies are required.
Keywords: Antarctic bacteria; antifreeze proteins; ice-nucleating proteins; ice-binding proteins; psychrophilic bacteria.
8
Chapter 2.- Properties and biotechnological applications of ice-binding proteins in bacteria
2.1. Introduction
Cold environments have opened a new window in bioprospecting, which is the discovery and commercialization of new products (such as enzymes and bioactive compounds) from biological resources (Vester et al. 2015). Two of the most amazing examples are psychrophilic and psychrotolerant bacteria. Psychrophilic bacteria are defined as bacteria with an optimal growth temperature at≤15°C, while psychrotolerant bacteria are defined as bacteria with optimal growth at>15°C, but that can tolerate and survive at lower temperatures (Helmke and Weyland 1995). In nature, finding bacteria that are able to survive and proliferate at low temperatures is not surprising given that
71% of the earth’s surface is covered by oceans (with an average temperature from 2°C to 4°C below 1000 m depth), of that 15% is polar regions, glaciers and alpine mountains and permafrost (Feller 2013).
Bacteria from cold environments are characterized by long term survival at low temperatures with low water and nutrient availability (Vishnivetskaya et al. 2006); these bacteria have been reported in a wide variety of habitats, such as Antarctic subglacial lakes (D’Elia et al. 2008), Antarctic glacial ices (Bidle et al. 2007) and the deep sea (Xu et al. 1998). However, bacteria that have adapted to cold environments have been scarcely explored, and their roles in nature have primarily been associated with the dissolution and oxidation of minerals in sediments beneath ice masses, and with the degradation of recalcitrant soil organic matter in permafrost (Pautler et al. 2010).
IBPs such as AFPs have been found in organisms that survive and proliferate at cold temperatures. AFPs act by binding to ice crystals causing (i) TH and (ii) IRI (Lorv et al. 2014). TH is a non-colligative effect defined by a difference between the freezing and melting points of a solution (Raymond and DeVries 1977). In IRI, AFPs prevent the
9
Chapter 2.- Properties and biotechnological applications of ice-binding proteins in bacteria generation of large ice crystals by boundary migration of smaller ice crystals (Yue and
Zhang 2009). Another type of IBPs is INPs, which induces ice formation at high subzero temperatures (Lindow et al. 1982). Water freezing is a stochastic process that is determined by the temperature and orientation of water molecules. Spontaneous or homogeneous ice nucleation in pure water occurs at a temperature of−38.5°C, and bacterial INPs can act as water molecule organizers that promote ice nucleation at higher temperatures (−2°C to−10°C) (Lee et al. 1995).
IBPs are highly attractive for biotechnologists as they can be applied in various fields, mainly in food industry (Fletcher et al. 1997; Kontogiorgos et al. 2007; Yeh et al.
2009; Zhang et al. 2010) and in medicine (Koushafar and Rubinsky 1997; Muldrew et al. 2001; Amir et al. 2003; Hirano et al. 2008; Lee et al. 2012). For example, AFPs are used in ice-cream production to keep their quality (Warren et al. 1992; Feeney and Yeh
1998) and INPs are used for the production of artificial snow (Cochet and Widehem
2000). Nevertheless, few IBPs from bacteria have been described to date, and their applications have only been demonstrated at the laboratory level. In the light of these facts, a better understanding of current and future biotechnological applications of bacterial IBPs is required. Thus, this minireview summarizes the current information on bacterial IBPs (both AFPs and INPs) and their application in biotechnology, with an emphasis on the potential application in less explored fields such as agriculture.
10
Chapter 2.- Properties and biotechnological applications of ice-binding proteins in bacteria
2.2. Antifreeze proteins
AFPs were first identified in Antarctic teleost fish (DeVries and Wohlschlag 1969).
However, AFPs are not limited to fish and have subsequently been found in a great variety of living organisms from cold environments, such as plants (Bravo and Griffith
2005; Middleton et al. 2009), insects (Graether and Sykes 2004; Kristiansen et al. 2011) and microorganisms such as fungi (Hoshino et al. 2003; Xiao et al. 2010) microalgae
(Janech et al. 2006; Raymond et al. 2009), yeast (Lee et al. 2010a) and archaea
(Saunders et al. 2003).
Based on differential ice-binding patterns, AFPs have been classified into two primary categories: moderately active and hyperactive. The difference between moderately active and hyperactive AFPs is still being actively researched. A main driving force for their difference may be in their selectivity for different faces of ice, where the hyperactive AFPs bind to the prims and planes basal of ice and block growth along its c-axis (Pertaya et al. 2008). Indirect observation in a mutational study on an insect protein (Tenebrio molitor AFP, TmAFP) supports this mechanism, where the modification of the residues from threonine to valine resulted in lower activity of AFP, possibly due to a lower binding affinity of the protein for the basal plane of ice (Liou et al. 2000).
Moderately active AFPs bind only to the prism plane, leaving the basal plane uncovered (Scotter et al. 2006). In addition, extensive ice surface coverage by hyperactive AFPs increases TH activity up to 6°C in the meal worm T. molitor at submillimolar concentrations (Graham et al. 1997). In comparison, moderately active
AFPs, commonly found in fish, are characterized by a lower TH of 0.5°C–1.0°C at millimolar protein concentrations (Hanada et al. 2014).
11
Chapter 2.- Properties and biotechnological applications of ice-binding proteins in bacteria
2.3. Bacterial AFPs
Studies describing the isolation, purification and characterization of AFPs produced by environmental bacteria are scarce. As shown in Table 2.1, the first study that discovered
AFPs in bacteria was performed by Duman and Olsen (1993) in Micrococcus cryophilus and Rhodococcus erythropolis. However, these AFPs remain uncharacterized. The second study, by Sun et al. (1995), presented a glycoprotein AFP from Pseudomonas putida GR12-2 isolated from the rhizosphere of plants grown in the
Canadian Arctic. These authors reported an apparent molecular weight of∼34 kDa with a low TH of∼0.1°C. Subsequently, Xu et al. (1998) characterized this AFP as an extracellular protein with an apparent molecular weight of 164 kDa. They have also described that aggregates of this AFP display ice nucleation activity, which favors extracellular ice nucleation, followed by the stabilization effect of IRI. Both activities are suggested to maintain ice crystals at a small harmless size.
A hyperactive AFP was reported in the marine bacterium Marinomonas primoryensis, (MpAFP), with a molecular weight >1000 kDa, and was shown to be a calcium-dependent protein with a TH of 2°C at a concentration of 0.5 mg mL−1 (Gilbert et al. 2005; Garnham et al. 2008) (Table 2.1). The X-ray crystallographic structure of
MpAFP is shown in Figure 2.1 (Garnham et al. 2011). The side chain atoms of threonine and asparagine residues in the AFP contribute to the binding of water molecules to the ice facets. The flatness of the ice-binding face, another likely important property in the interaction between this protein and its ligand, is reminiscent of two insect AFP structures (Graether et al. 2000; Liou et al. 2000). The MpAFP structure also revealed that the internal Ca2+ atoms are coordinated by the side chain carboxyl groups from aspartate residues and the backbone carbonyl groups from glycine residues down one side of the protein. Removal of the Ca2+ results in a loss of antifreeze protein
12
Chapter 2.- Properties and biotechnological applications of ice-binding proteins in bacteria activity, showing that these cations are essential for maintaining the correct AFP structure. Recently, MpAFP was described as an outer membrane anchored protein, serving to bind bacteria to ice (Guo et al. 2012).
Raymond et al. (2007) isolated an extracellular protein from Colwellia sp.
(ColAFP), with a molecular weight of 25 kDa with a TH<0.1°C. However, studies with recombinant ColAFP characterized this protein as a member of the β-helix hyperactive
AFP family, with no repetitive sequence motif and a TH of∼4°C at a concentration of
0.14 mM (Hanada et al. 2014). The differences in TH reported in these studies could be principally attributed to a lower protein concentration that was not given by Raymond et al. (2007). Recently, ColAFP has also been shown to have a sequence similar to the
AFP (54 kDa) that is produced by a Flavobacteriaceae bacterium isolated from subglacial Vostok Lake at a 3519 m depth (Raymond et al. 2008). This finding suggests that AFP genes might be transferred between microorganisms by horizontal gene transfer events (Raymond et al. 2008; Sorhannus 2011; Raymond and Kim 2012). A lipoprotein with a similar molecular weight (52 kDa) was also discovered in Moraxella sp. by Yamashita et al. (2002). Other extracellular and intracellular AFPs that have been reported were produced by P. fluorescens and Flavobacterium xanthum, with TH values of 0.059°C and 0.04°C, respectively (Kawahara et al. 2004; Kawahara et al. 2007).
Recently, a 25.7 kDa AFP produced by F. frigoris PS1 (FfIBP), and firstly reported by
Raymond and Kim (2012), showed a TH of 2.2°C at a concentration of 0.005 mM (Do et al. 2014). Thus, the TH values given in these investigations are dependent on the concentrations and purity of recombinant protein assays and may have no physiological meaning regarding their activity in nature. At natural concentrations, bacterial IBPs have negligible TH and thus are probably not true AFPs. Their purpose may be to just modify the growth of ice to preserve water channels or liquid pockets to create a
13
Chapter 2.- Properties and biotechnological applications of ice-binding proteins in bacteria
Figure 2.1. Structure of MpAFP from Marinomonas primoyensis based on Garnham et al.
(2011) model. A cartoon representation of this Antarctic bacterial AFP (PDB id 3P4G) is shown with coil structure colored white, α-helix colored orange and β-strands colored blue. The figure is oriented with the N-terminus at the top of the page and the ice-binding face towards the viewer.
14
Chapter 2.- Properties and biotechnological applications of ice-binding proteins in bacteria habitat for bacterial growth (Raymond et al. 2008; Raymond and Kim 2012; Davies
2016).
2.4. Ice-nucleating proteins
The molecules that act as ice-nucleating agents are diverse in nature (such as dust and pollen) and have temperature ranges for ice nucleus formation between −8°C and −15°C
(Margaritis and Bassi 1991). Despite that INPs have been found in insects (Duman
2001), fungi (Tsumuki et al. 1992) and plants (Brush et al. 1994) that live in cold environments. Nevertheless, most INP studies have been performed in bacteria which are active ice nuclei at temperature ranges between 0°C and −10°C (Cochet and
Widehem 2000). In this context, Schmid et al. (1997) provided a classification method used to describe subpopulations of culturable bacteria; this classification is based on the heterogeneous threshold temperatures of INP activity. The most effective bacterial INPs are termed type I, and can initiate ice formation from 0°C to −4°C. Type II INPs initiate ice formation from −5°C to −7°C, whereas type III INPs initiate ice formation from
−8°C to−10°C. The basis for these subpopulations of INPs is their monomer, trimer and oligomer aggregation states (Burke and Lindow 1990). This assumption was demonstrated through radiation inactivation of these proteins, which showed that 150 kDa is the minimum molecular mass needed to nucleate ice at temperatures in the range from −12°C to −13°C (Govindarajan and Lindow 1988).
2.5. Bacterial INPs
In bacteria, the INP phenotype (known as Ina+) is encoded by a structural gene that expresses a membrane-bound protein. This INP is located at the outer membrane of
15
Chapter 2.- Properties and biotechnological applications of ice-binding proteins in bacteria
Table 2.1. Characteristics of PV-AFPs isolated from bacteria.
Molecular weight Reported Name (kDa) TH (°C) concentration Isolated from Reference Uncharacterized n.d. 0.35 n.d. Micrococcus cryophilus Duman and Olsen, protein 1993 Uncharacterized n.d. 0.29 n.d. Rhodococcus Duman and Olsen, protein erythropolis 1993 Glycoprotein ~34 ~0.11 n.d. Pseudomonas putida Sun et al., 1995 GR12-2 Glycoprotein 164 n.d n.d. Pseudomonas putida Xu et al., 1998 GR12-2 Lipoprotein 52 ~0.171 0.1 mg mL-1 Moraxella sp. Yamashita et al., 2002 Uncharacterized 80 0.059 n.d. Pseudomonas Kawahara et al., 2004 protein fluorescens KUAF-68 Ca2+dependent n.d. ~0.8 11 mg mL-1 Marinomonas Gilbert et al., 2005 protein (MpAFP) primoryensis Recombinant >1000 2 0.5 mg mL-1 Marinomonas Garnham et al., 2008 (MpAFP) primoryensis Adhesin ice 1500 n.d. n.d. Marinomonas Guo et al., 2012 binding activity primoryensis (MpAFP) β-helix protein ~25 <0.1 n.d. Colwellia sp. SLW05 Raymond et al., 2007 (ColAFP) Recombinant β- n.d. ~4 0.14 mM Colwellia sp. SLW05 Hanada et al., 2014 helix protein (ColAFP) Malate-dependent 59 0.04 0.7 mg mL-1 Flavobacterium Kawahara et al., 2007 protein xanthum IAM12026 Ice binding 54 n.d n.d Flavobacteriaceae Raymond et al., 2008 protein Ice binding ~26 2.2 0.005 mM Flavobacterium frigoris Do et al., 2014 proteins (FfIBP) PS1
TH: thermal hysteresis; n.d.: not described.
16
Chapter 2.- Properties and biotechnological applications of ice-binding proteins in bacteria bacteria and catalyzes ice formation at high subzero temperatures (Lindow 1987).
Wolber et al. (1986) cloned the InaZ gene responsible for ice nucleation in
Pseudomonas syringae S203 and described its primary structure as an octapeptide repeat sequence; the Ala-Gly-Tyr-Gly-Ser-ThrLeu-Thr motif is repeated along a 1200 amino acid sequence. Two other orders of periodicity were detected, following a 16 residue repeat and another repeat of 48 residues found in two regions of the sequence.
The regular repeating pattern present in the protein sequence is likely responsible for organizing water molecules by influencing their spatial orientation and by favoring molecule alignment for water crystallization (Gurian-Sherman and Lindow 1992;
Zachariassen and Kristiansen 2000). Xanthomonas campestris, which causes considerable damage in plants due to its ice nucleation activity (Cambours et al. 2005), secretes an INP encoded by the InaX gene and characterized by 153 octapeptide units repeated in the sequence (Zhao and Orser 1990). Erwinia uredovora carries the InaU gene in its genome, which encodes a 1034 amino acid protein with a central repetitive domain of 16 amino acids (Michigami et al. 1994). Similarly, E. herbicola (now named
Pantoea agglomerans) (Lindow et al. 1978; Gavini et al. 1989) carries the IceE gene in its genome and secretes a protein with a sequence of 1258 amino acids, with similar codon usage to that found in the InaZ gene from P. syringae S203 and the InaW gene from P. fluorescens MS1650 (Warren and Corotto 1989).
2.6. Biotechnological applications
Many industrial and biotechnological processes use cold-active biomolecules from organisms adapted to cold environments (Cavicchioli et al. 2011). IBPs, such as AFPs and their recombinants, have been primarily applied in diverse fields such as food industry and medicine (Amir et al. 2003; Kontogiorgos et al. 2007; Hirano et al. 2008)
17
Chapter 2.- Properties and biotechnological applications of ice-binding proteins in bacteria
(Table 2.2). Recombinant AFPs from fish are used in the industry to improve food preservation during freezing (Fletcher et al. 1997; Yeh et al. 2009). Recombinant AFPs from the yeast Leucosporidium sp. have been used for cryopreservation of red blood cells (Lee et al. 2012b). In cryosurgery, the production of needle-like ice crystals at high
AFP concentration (≥5mg ml−1) favors the ablation of cells (Koushafar and Rubinsky
1997). Only fish AFPs have been successfully used in the ablation of subcutaneous rat tumor cell lines; however, despite that those studies have been done at laboratory level, a great application potential for the medical industry is predicted (Koushafar and
Rubinsky 1997; Muldrew et al. 2001).
INPs have also been applied in various fields (Table 2.2), particularly those bacterial INPs with activity at the warmest temperature (type I) (Gurian-Sherman and
Lindow 1992). Several food technology studies have reported favorable results when using bacterial INPs to increase the ice nucleation temperature, with consequently reduced freezing times and ice-crystal size and improved frozen solid food quality
(Zhang et al. 2010b). As the consequence of ice formation at higher temperatures, a lower energy cost is required to freeze foods. Freezing food with less cooling has also been shown to be possible when using biological ice nuclei produced by bacteria (i.e. from P. syringae and E. herbicola). Widehem and Cochet (2003) demonstrated that freezing processes could be improved by the addition of lyophilized cells of P. syringae which could act as ice nuclei, leading to a significant decrease in the super-cooling point, forming a greater number of ice crystals. Notably, INP-producing bacteria have been closely related to the water cycle due to the presence of these organisms in samples collected from rainfall and snow (Morris et al. 2008). In fact, the presence of bacteria in cloud water has revealed that this mechanism of transport has made biological ice nucleation a widespread phenomenon in the atmosphere, affecting
18
Chapter 2.- Properties and biotechnological applications of ice-binding proteins in bacteria meteorological processes such as rainfall and hailstorms (Christner et al. 2008). In addition, one of the most important applications in the industry is the current use of
Snomax (Telemet, Inc, New York, USA), a freeze-dried bacterial INPs for the production of artificial snow (Cochet and Widehem 2000).
Despite that engineering or genetic modifications for enhancing the function of
IBPs are scarce, improvements in recombinant protein production has been achieved by linking a determined protein function to the encoding gene. This technology has increased our ability to modify specific peptides to obtain desired properties in vitro
(Daugherty 2007). As an example, protein engineering, by modification of certain residues in isoforms of AFPs, resulted in a gain of antifreeze activity as described by
(Garnham et al. 2012).
2.7. Perspectives in agriculture
Frost damage is responsible for more economic losses in agriculture than any other weather-related phenomenon in the United States, and in many other regions across the globe (Pearce 2001; Chevalier et al. 2012). Sessile organisms such as plants have primarily adopted IRI mechanisms to tolerate cold temperatures (Thomashow 1998;
Lorv et al. 2014). Studies have revealed that freeze-tolerant plants such as winter rye
(Secale cereale) and ryegrass (Lolium perenne) secrete AFPs into intercellular spaces and the apoplast, affecting the freezing point and ice crystal growth (Griffith et al. 1992;
Middleton et al. 2012). Freeze tolerant plants (L. perenne and others) accumulate fructans as carbohydrate source that are also considered to play a relevant role in freezing-tolerance (Valluru and Van Den Ende 2008; Valluru et al. 2008). In contrast, other plant species regulate freezing point depression by the presence of cryoprotectants
19
Chapter 2.- Properties and biotechnological applications of ice-binding proteins in bacteria
Table 2.2. Summary of bacterial ice-binding protein applications.
Organism source Level of Protein Application field (protein type) Main effect application Reference AFP Food industry Fish (Type III) Applied as a recombinant protein Industrial Fletcher et al., 1997; to improve milk fermentation to Feeney and Yeh, 1998 store frozen yogurt and ice-cream production Food industry Plant (IRI) Screened for proteolytic and Laboratory Kontogiorgos et al., lipolytic activity to obtain a heat- 2007 stable IRI protein Food industry Fish (Type I) Applied as recombinant protein to Laboratory Yeh et al., 2009 improve frozen meat and dough quality Medicine Fish (Type I and Applied to improve the Laboratory Amir et al., 2003 III) cryopreservation of rat hearts Medicine Fish (Type III) Applied as natural and Laboratory Hirano et al., 2008 recombinant protein to improve cryopreservation of mammalian cells Medicine Yeast Applied as a recombinant protein Laboratory Lee et al., 2012 to improve the cryopreservation of red blood cells Medicine Fish (Type I) Applied in cryosurgery of Laboratory Koushafar and subcutaneous rat tumor cell lines Rubinsky, 1997; Muldrew et al., 2001 Agriculture Fish (AFGP) Inhibition of ice nucleating Laboratory Parody-Morreale and activity of membrane vesicles of Murphy, 1988 Erwinia herbicola bacterium Agriculture Bacteria Applied as biofertilizer to Laboratory Sun et al., 1995; increase plant growth at cold temperature Agriculture Fish (Type III) Inhibition of ice nucleation Laboratory Du et al., 2003 process by adsorbing to ice nuclei and dust particles. Agriculture Plant Recombinant Lollium perenne Laboratory Tomalty and Walker, (Lp (AFP)) reduced ice nucleation 2014 temperature of bacterial ice nucleating proteins (INP) INP Food industry Bacteria Applied as active bacterial cells to Laboratory Zhang et al., 2010 improve frozen food quality by reducing ice crystal size. Food industry and Bacteria Freezing processes improved by Laboratory Widehem and Cochet, wastewater adding lyophilized P. syringae 2003 treatment cells, decreasing super-cooling point and higher ice crystals size Agriculture Bacteria Inoculation of non-INP bacteria Laboratory Lindow, 1984; will reduce the frequency of Lindow, 1987 biological ice nucleus and damages in plants Agriculture Bacteria Applied as active bacterial cells to Laboratory Lee et al., 2001; control insect pest in plants Castrillo et al., 2001 Environmental Bacteria Applied as active bacterial cells to Theoretical Levin et al., 1986; science promote artificial rainfall Joly et al., 2013 Sport/entertainment Bacteria Applied as active bacterial cells Industrial Cochet and Widehem, for artificial snow production 2000 (Snow-max: Genecor, Rochester, USA)
AFP: antifreeze protein; INP: ice-nucleating protein; IRI: ice recrystallization inhibition; AFGP:
antifreeze glycoprotein.
20
Chapter 2.- Properties and biotechnological applications of ice-binding proteins in bacteria
(trehalose and sucrose) that allow the plants super-cooling, reaching lower temperatures in tissues without ice formation (Kawahara, 2008). Studies in blueberry (Vaccinium sp.) also have shown that controlled ice nucleation is a beneficial mechanism for avoiding supercooling in the protoplasm, inducing extracellular freezing and/or accommodating ice crystal in specific tissues (stem bark) (Kishimoto et al. 2014).
However, frost sensitive plants can be affected by the occurrence of INP-producing bacteria, which induce ice formation, causing damages and dehydration in plant cells
(Lindow et al. 1982; Cambours et al. 2005).
Current methods to prevent frost damage in agroecosystems are primarily physical, i.e. heaters, wind machines, artificially generated fog and water sprinkling directly on plants. However, these methods are costly. A different method to mitigate frost damage effects is the control of INP-producing bacteria populations to enhance the natural ability of plants to super-cool (Lindow 1983b). In this context, bactericides
(such as oxytetracycline and streptomycin) have been applied as protectants to prevent the establishment of INP-producing bacteria in plants (Lindow 1984). Nevertheless, the use of antibiotics is undesirable in foodstuffs given that the remaining antibiotics could affect intestinal flora, generate allergic reactions, and also facilitate bacterial resistance to antibiotics (Jing et al. 2009). Thus, the inoculation of antagonist bacteria against INP- producing bacteria has also been proposed to diminish the frequency of biological ice nucleation damage on plants as shown by Lindow (1984, 1987) (Table 2.2). Moreover, as also shown in Table 2.2, active bacterial INPs have shown to be effective at pest control by reducing the capacity of potato beetles to resist freezing temperatures
(Castrillo et al. 2001; Lee et al. 2001). In the environmental sciences, INP-producing bacteria have also been proposed as a cloud condensation inducer to produce artificial
21
Chapter 2.- Properties and biotechnological applications of ice-binding proteins in bacteria
Table 2.3. Summary of taxonomic affiliation of the PV-IBPs and putative IBPs present in the
UniProt database.
Antifreeze proteins Ice-nucleating proteins Class Branch 1 Branch 2 Branch 3 Branch 1 Branch 2 Branch 3 Alphaproteobacteria Rhizobium Bradyrizobium Rhodobacter Ensifer
Betaproteobacteria Herbaspirillum
Gammaproteobacteria Marinomonas* Colwellia Xanthomonas Pantoea Pseudomonas Pseudomonas Pseudomonas Pseudomonas Xanthomonas Serratia
Bacilli Paenibacillus Bacillus Bacillus
Flavobacteriia Flavobacterium
∗Bold letters denote the presence of PV-IBP activity in strain within bacterial genus.
22
Chapter 2.- Properties and biotechnological applications of ice-binding proteins in bacteria rainfall (Levin et al. 1986; Joly et al. 2013). Clearly, major efforts will be required to refine and implement these applications before it becomes effective and economically viable for use in the field.
Another mechanism that has been scarcely explored is the use of plant growth- promoting bacteria. The only example reported in the literature is the inoculation of P. putida GR12-2 isolated from the rhizosphere of Canadian high Arctic plants, which secretes an extracellular AFP (Sun et al. 1995). The inoculation of seeds of spring and winter canola with P. Putida GR12-2 resulted in an increase in root elongation at 5°C.
Bacteria, as epiphytic organisms living on the phyllosphere of plants, have also been found to colonize intercellular and apoplast spaces in leaves (Lindow and Brandl 2003), thus the inoculation of AFP producing epiphytic bacteria could be applied to reduce frost damages in sensitive plants (Table 2.2). This possibility is supported by the finding that AFPs isolated from fish have been experimentally demonstrated to inhibit the ice- nucleation activity of an INP-producing E. herbicola, a common organism inhabiting the phyllosphere of plants (Parody-Morreale et al. 1988). Similar results were found using type III AFP, which inhibit ice nucleation process by adsorbing onto both the surface of growing ice nuclei and dust particles (Du et al. 2003). On the other hand, a recent article demonstrated that a plant AFP could also control ice growth, and act as a defensive strategy against bacterial ice nucleation (Tomalty and Walker 2014). Recent advances in metagenome analyses have also suggested that the survival of Antarctic moss is achieved by the accumulation of bacterial AFPs activity (Raymond 2015). This occurs because homologs of the same domain (DUF3494) were identified in bacterial gene sequences discovered in metagenome analysis of the moss leaves (Davies 2016).
The same domain (DUF3494) was reported to be transmitted by horizontal gene transfer between prokaryotic organisms such as ColAFP and Flavobacteriaceae bacterium
23
Chapter 2.- Properties and biotechnological applications of ice-binding proteins in bacteria
Figure 2.2. Phylogenetic analysis of PV-AFPs (red) and putative AFPs (black). Amino acid sequences were taken from the UniProt database (http://www.uniprot.org/) and aligned using
Clustal Omega (http://www.clustal.org/omega/). In brackets, protein accession numbers were included. The neighbor joining phylogenetic tree was built using the PHYLIP package
(http://evolution.genetics.washington.edu/phylip.html), and interpreted using FigTree software
(http://tree.bio.ed.ac.uk/software/figtree/). Marinomonas primoryensis (A1Y1Y2), Colwellia sp.
SLW05 (A5XB26), Flavobacterium frigoris PS1 (H7FWB6), Flavobacteriaceae bacterium
3519-10 (B3GGB1), Pseudomonas putida GR12-2 (Q68VA9), P. syringae SM (S3MTC9),
Pseudomonas sp. UW4 (K9NL46), Pseudomonas sp. Chol1 (K5YJR0), Serratia fonticola AU-
AP2C (U2NA57), S. fonticola AU-P3 (U2LCA8), Xanthomonas campestris pv. campestris
(A0A0C7DZ94), X. campestris pv. campestris ATCC33913 (Q8P6Q0), X. campestris pv. raphani 756C (G0CBK7), Rhizobium fredii HH103 (G9A7B7), Bradyrhizobium diazoefficiens
SEMIA 5080 (A0A099IPF9), Ensifer adhaerens (Sinorhizobium adhaerens) OV14 (W8HVP5),
Herbaspirillum frisingense GSF30 (R0G033), H. seropedicae SmR1 (D8IRJ0), Herbaspirillum
24
Chapter 2.- Properties and biotechnological applications of ice-binding proteins in bacteria sp. Gw103 (I3CTQ5), Bacillus sp. OxB-1 (A0A0A8JKC3), Paenibacillus alvei DSM29
(K4ZQG5), Paenibacillus alvei DTS-15 (S9SIL7), Paenibacillus sp. JDR-2 (C6D7M4),
Paenibacillus sp. R7-277 (W4DV37).
25
Chapter 2.- Properties and biotechnological applications of ice-binding proteins in bacteria and eukaryotic microorganisms such as fungi and copepods (Hanada et al. 2014). The high expressions of AFP domains by eukaryotic microbial communities suggest an essential role for this protein in survival in Arctic and Antarctic sea ice (Uhlig et al.
2015).
In summary, in the context of significant economic losses produced by frost events in agriculture, the potential application of IBPs-producing bacteria or their IBPs to diminish damage by ice-crystal formation and promote growth at seasonal cold temperatures, presents an attractive strategy that should be explored in further research.
2.8. IBPs in public databases
Sequence databases are currently widely used in bioprospecting biotechnological and industrial attractive microorganisms (Lee and Lee 2013). The current UniProt database suggests that bacterial IBPs might be found in diverse bacterial groups (Table 2.3). In this context, database-based analyses can also be used to detect conserved regions in genes or proteins, which are very useful for the detection of unknown (or novel) microbial genes and proteins from environmental bacteria and predicting their function by molecular approaches. However, very limited information on IBPs is present in databases. Few PV-AFPs and INPs in bacteria have been deposited in public databases, and most of IBP-like proteins are noted as ‘putative’, but their activities have not been confirmed. Figure 2.2 shows a phylogenetic analysis based on amino acid sequences from reported bacterial PV-AFPs and representative AFP-like proteins from plant and soil associated bacteria. The phylogenetic tree suggests clustering of three major branches. Branch 1 grouped the AFPs from M. primoryensis (MpAFP; A1Y1Y2) and
P. putida GR12-2 (Q68VA9) with AFPs-like proteins from Gammaproteobacteria
26
Chapter 2.- Properties and biotechnological applications of ice-binding proteins in bacteria
Figure 2.3. Phylogenetic analysis of representative bacterial INPs (red) and INP-like proteins
(black). Amino acid sequences were taken from the UniProt database (http://www.uniprot.org/) and aligned using Clustal Omega (http://www.clustal.org/omega/). In brackets, protein accession numbers were included. The neighbor-joining phylogenetic tree was built using the
PHYLIP package (http://evolution.genetics.washington.edu/phylip.html) and interpreted using
FigTree software (http://tree.bio.ed.ac.uk/software/figtree/). Pseudomonas syringae (K4WYP7),
Pseudomonas savastanoi pv. savastanoi (G7ZJR9), Pseudomonas syringae SM (S3MD81),
Pseudomonas syringae (D2U789), Pseudomonas mandelii JR-1 (A0A024E7B8), Pseudomonas sp. GM30 (W6VKH0), Pseudomonas syringae pv. syringae B728a (Q4ZW16), Pantoea ananatis LMG 20103 (D4GJ13), Xanthomonas gardneri ATCC 19865 (F0C4Z6), Xanthomonas campestris pv. raphani 756C (G0CIB0), Xanthomonas campestris pv. campestris ATCC 33913
27
Chapter 2.- Properties and biotechnological applications of ice-binding proteins in bacteria
(Q8PD38), Rhodobacter capsulatus ATCC BAA-309 (D5AV30), Rhodobacter capsulatus
SB1003 (O68078), Bacillus thuringensis MC28 (K0FS92), Pantoea ananas InaA (P20469),
Pseudomonas syringae pv. syringae InaZ (P06620), Pantoea ananas InaU (Q47879),
Xanthomonas campestris InaX, (P18127), Pseudomonas fluorescens InaW (P09815),
Pseudomonas syringae InaK (O30611), Pseudomonas syringae InaQ (B0FXJ3), Pantoea agglomerans iceE (P16239), Pseudomonas syringae InaV (O33479).
28
Chapter 2.- Properties and biotechnological applications of ice-binding proteins in bacteria
(Xanthomonas and Pseudomonas) and Alphaproteobacteria (Ensifer and Rhizobium) classes. The second branch grouped members of the Bacilli class (Paenibacillus and
Bacillus), but no reported AFP was present in this cluster. The third branch was subdivided into two minor branches. One of the branches grouped AFPs from F. frigoris PS1 (FfIBP; H7FWB6) and Colwellia SLW05 (ColAFP; A5XB26) with AFPs- like from Alphaproteobacteria (Bradyrhizobium) and Gammaproteobacteria
(Pseudomonas), whereas the other minor branch grouped Flavobacteriaceae bacterium
3519-10 (B3GGB1) with AFPs-like proteins from Betaproteobacteria (Herbaspirillum) and Gammaproteobacteria (Serratia and Pseudomonas) classes.
Figure 2.3 shows the phylogenetic relation of reported bacterial INPs and representative INP-like proteins from plant and soil-associated bacteria. The phylogenetic tree suggests clustering of three major branches. Branch 1 was formed by a reported INP from X. campestris (InaX; P18127) and INP-like proteins from
Xanthomonas spp. The second branch was subdivided into two minor branches. One of the branches grouped INPs from Pantoea ananas (InaA [P20469] and InaU [Q47879]) and P. agglomerans (iceE; P16239) strains with INP-like proteins from Pantoea.
Another minor branch grouped the INP from P. fluorescens (InaW; P09815) with INP- like proteins from Alphaproteobacteria (Rhodobacter), Gammaproteobacteria
(Pseudomonas) and Bacilli (Bacillus) classes. Branch 3 grouped the INPs from P. syringae (InaZ [P06620]), InaK [O30611], InaQ [B0FXJ3] and InaV [O33479]) with
INP-like proteins from P. syringae. Notably, two INP-like proteins from P. savastanoi and P. syringae were not grouped with the other P. syringae sequences.
In addition, when MEME software (http://meme.nbcr.net/meme/; Bailey et al.
(2006) is used to discover novel motifs (recurring, fixed-length patterns) in amino acid
29
Chapter 2.- Properties and biotechnological applications of ice-binding proteins in bacteria
Figure 2.4. Motifs in bacterial PV-INPs as represented by the motif discovery tool MEME
(http://meme.nbcr.net/meme/). Black bars indicate the octapeptide repeat sequence. The UniProt accession numbers are given in parentheses.
30
Chapter 2.- Properties and biotechnological applications of ice-binding proteins in bacteria sequences from reported bacterial INPs, the results suggest three motifs which were all based on the repetitive octapeptide region (Ala-Gly-TyrGly-Ser-Thr-Leu-Thr) described previously by (Wolber et al. 1986) (Figure 2.4). The octapeptide region also contains a
Thr-X-Thr motif (where ‘X’ is any amino acid), which has been found to be responsible for ice-binding by AFPs from insects (Graether et al. 2000). This finding has led to the suggestion that both AFPs and INPs can have similar structures yet different effects on ice (Graether and Jia 2001). It is clear that the first motif identified by the MEME tool is very similar to those previously described, while the other motifs were not particularly well conserved and have not been previously recognized in INPs. Therefore, these results must be taken with caution, because in fact represented motifs may simply be produced by tandemly-repeated amino acids. Homology models can also be generated using protein database files (i.e. Swiss-Model and PDB) and AFPredictor (Doxey et al.
2006). This analysis can identify AFPs from a large set of structures with greater accuracy than sequence alone. However, when MEME and AFPredictor were used with reported bacterial AFPs, reliable results were not obtained (data not shown). This implies that current database is too small to motifs may simply be produced by tandemly-repeated amino acids.
Homology models can also be generated using protein database files (i.e. Swiss-
Model and PDB) and AFPredictor (Doxey et al. 2006). This analysis can identify AFPs from a large set of structures with greater accuracy than sequence alone. However, when MEME and AFPredictor were used with reported bacterial AFPs, reliable results were not obtained (data not shown). This implies that current database is too small to provide adequate coverage of IBPs present in the bacterial world.
31
Chapter 2.- Properties and biotechnological applications of ice-binding proteins in bacteria
2.9. Conclusions and future directions
The importance of ice-binding proteins as potential biotechnological tools has been recognized in various fields. However, only a limited amount of bacterial antifreeze proteins and ice-nucleating proteins have been studied and characterized.
Phenotypically verified ice-binding proteins, both antifreeze and ice-nucleating proteins, have been described in members of the taxa Gammaproteobacteria (Pseudomonas,
Pantoea, Xanthomonas, Marinomonas, Colwellia and Moraxella), Actinobacteria
(Micrococcus and Rhodococcus) and Flavobacteriia (Flavobacterium); whereas antifreeze-like proteins from plant- and soil-associated bacteria have also been reported in Gammaproteobacteria (Pseudomonas, Xanthomonas and Serratia) and other groups such as Alphaproteobacteria (Rhodobacter, Bradyrhizobium, Rhizobium and Ensifer),
Betaproteobacteria (Herbaspirillum) and Bacilli (Paenibacillus and Bacillus). However, our knowledge regarding the roles, mechanisms and factors that regulate their activity at cold temperatures in nature is very limited. In terms of biotechnological applications, both ice-binding proteins are being investigated and applied primarily in medicine and the food industry. Ice-nucleating protein producing bacteria have been associated with frost injury and pathogenicity in agriculture, with concomitant economic losses. Thus, the potential use of Ice-nucleating protein producing bacteria antagonists and antifreeze protein producing bacteria (or their antifreeze proteins) as biotechnological tools in agriculture to prevent frost damage in crops is a very attractive strategy. However, the current database is clearly limited, and major efforts are required to improve our knowledge regarding ice-binding proteins present in bacterial world and their application in biotechnology.
32
Chapter 2.- Properties and biotechnological applications of ice-binding proteins in bacteria
Acknowledgements:
F. P. Cid thanks the doctor scholarships of Antarctic Chilean Institute (code DT 01-13) and Conicyt (no. 21140534).
Funding:
This minireview was financed by FONDECYT project no. 1120505 and International
Cooperation project Conicyt-USA code USA2013-0010
33
CHAPTER 3.
“Bacterial community structures and ice recrystallization inhibition activity of bacteria isolated from the phyllosphere of the Antarctic vascular plant Deschampsia antarctica”
Polar Biology 40, 2016
Chapter 3.- Bacterial community structures and ice recrystallization inhibition activity of bacteria isolated from the phyllosphere of the Antarctic vascular plant Deschampsia antarctica Abstract
Despite the recognized interest in Antarctic bacteria, the relationship between bacteria and Antarctic plants has scarcely been studied. Studies have demonstrated that bacteria in the phyllosphere may contribute to plant growth, but their role in native plants such as Antarctic vascular plants living in hostile environments, is still unknown. Here we explore the bacterial community structure associated with the phyllosphere of
Deschampsia antarctica, and evaluate the presence of ice recrystallization inhibition
(IRI) activity in crude protein extracts from phyllosphere culturable bacteria.
Denaturing gradient gel electrophoresis analysis (16S rRNA genes) showed significant differences in the total bacterial community of eight sampled plants; however, members of Pseudomonadales (Pseudomonas and Psychrobacter) and Rhizobiales
(Agrobacterium and Aurantimonas) orders were dominant in all of the analyzed samples. The use of ERIC-PCR technique also revealed a high (>76%) genetic diversity in 265 isolates from the phyllosphere. With respect to IRI activity, 32 isolates (21%) showed IRI activity in crude protein extracts from cold-acclimated bacterial cultures, and 5 isolates (3%) showed IRI activity in crude protein extracts from non-acclimated cultures.
Keywords: Antifreeze proteins; Antarctic bacteria; ice-binding proteins; Deschampsia antarctica; phyllosphere; ice recrystallization inhibition
35
Chapter 3.- Bacterial community structures and ice recrystallization inhibition activity of bacteria isolated from the phyllosphere of the Antarctic vascular plant Deschampsia antarctica 3.1. Introduction
The phyllosphere is defined as the aerial part of plant leaves circumscribed by the epidermal cell wall (Hirano and Christen 2000; Borges and Lopes 2008). The phyllosphere is governed by diverse biotic (plant species, plant phenological stages, etc.) and abiotic factors (UV radiation, temperature, dehydration, humidity, etc.), which can radically change within hours, days, and even seasons thus, the phyllosphere has been categorized as an extreme environment itself (Yang et al. 2001; Lindow and
Brandl 2003). The microorganisms that colonize this habitat are known as epiphytes, and bacteria are considered to be the dominant microbial group (Bulgarelli et al. 2013).
In this context, diverse approaches (phospholipid fatty acid, denaturing gradient gel electrophoresis [DGGE], community level physiological profile, etc.) have reported the occurrence of Firmicutes (Bacillus) and Proteobacteria (Pseudomonas) phyla as the dominant bacterial groups in the phyllosphere of vegetables, such as spinach, celery, rape, broccoli and cauliflower (Zhang et al. 2010a). By using high-throughput DNA sequencing (454-pyrosequencing), members of phyla Proteobacteria (Pseudomonas,
Massilia and Pantoea), Firmicutes (Bacillus), Bacteroidetes (Flavobacterium) and
Actinobacteria (Arthrobacter) were the most represented in the phyllosphere of field- grown lettuce plants (Rastogi et al. 2012). Nevertheless, our knowledge of the role and ecological relationship between epiphytic bacterial populations and their plant host is still very limited since majority of research studies are focused on the rhizosphere, followed by endosphere of plants (Berg et al. 2014). Raja et al (2008) described that an epiphyte of the Methylobacterium strain utilizes methanol produced by cell metabolism of the host plant as an energy source, whereas the plant is favored by phytohormones
(auxins) produced by the strain, which stimulate plant growth. Phyllosphere bacteria have also been found to fulfill nitrogen requirements in host plants that have lost contact
36
Chapter 3.- Bacterial community structures and ice recrystallization inhibition activity of bacteria isolated from the phyllosphere of the Antarctic vascular plant Deschampsia antarctica with the ground, such as the perennial flowering plant Tillandsia (Bromeliaceae)
(Brighigna et al. 1992). Cyanobacteria and Gammaproteobacteria have also been suggested to be the most active diazotrophs in the phyllosphere of the tropical rainforest
(Carludovica drudei, Grias cauliflora and Costus laevis) (Fürnkranz et al. 2008).
Currently, Antarctic bacteria are of interest as producers of biotechnological bioactive compounds (enzymes, antibiotics, pigments, etc.) (Rojas et al. 2009); however, bacteria colonizing the phyllosphere of vascular Antarctic plants have not been investigated in detail so far. In this context, ice-binding proteins (IBPs) produced by bacteria living in cold environments could be potentially applied to diverse biotechnological fields, such as medicine (cryopreservation of cells and cryosurgery), food industry (improving of ice-cream and frozen food quality) and agriculture
(inhibition ice nucleation and frost damage in plants) (Cid et al. 2016b). IBPs, such as ice nucleating proteins (INPs) and antifreeze proteins (AFPs), regulate formation and growth of ice crystals (Davies 2014), and have been found in diverse microorganisms that survive and proliferate under freezing temperatures (Kawahara et al. 2004). AFPs act by binding to ice crystals to bring about thermal hysteresis (TH) and ice recrystallization inhibition (IRI). In the first case, TH is a non-colligative effect defined by a difference of the equilibrium freezing and melting points of a solution (Raymond and DeVries 1977), whereas IRI prevents the generation of large ice crystals by boundary migration of smaller ice crystals (Yu et al. 2010). Few studies have purified and characterized AFPs from bacteria. Sun et al. (1995) isolated a Pseudomonas putida
GR12-2 from the rhizosphere of Canadian high Arctic plants, which secretes an extracellular AFP. The inoculation of spring and winter canola with these AFP- producing strains resulted in an increase in root elongation length at 5°C (Sun et al.
1995). Recent studies have identified AFPs secreted by epiphytic bacteria from
37
Chapter 3.- Bacterial community structures and ice recrystallization inhibition activity of bacteria isolated from the phyllosphere of the Antarctic vascular plant Deschampsia antarctica Antarctic moss (Raymond 2015; Davies 2016). However, AFP-producing bacteria in the phyllosphere and their contribution to adaptation and/or protection of vascular plants against freezing temperatures have not been investigated so far.
In the light of these findings, the objective of this study was to explore the bacterial community structure associated with the phyllosphere of Deschampsia antarctica, and to look for IRI activity in protein crude extracts from culturable bacteria isolated from its phyllosphere.
3.2. Materials and methods
3.2.1. Plant collection
The selection of sampling sites and sample numbers were subject to i) logistics provided by Chilean Antarctic Institute (INACH), ii) abundance of plants, iii) and weather conditions. Eight whole plants were collected during February 2014 in the South
Shetland Islands as follow. The first three plants (Plants 1, 2 and 3) were taken from a rocky area in Gemelos hill (62º11’45.73”S; 58º59’39.95”W) at a height of 40 m above sea level. The plants were separated no more than 2 meters from each other. No more plants were taken from this site given the low amount of plants present in the sampling site. Plants 4, 5 and 6 were taken from Collins glacier (62º10’9.00”S; 58º51’21.06”W) in areas with different characteristics. Plant 4 was taken from a bird breeding area, 15 m above sea level, Plant 5 was taken from an area highly populated by mosses 30 m above sea level, whereas Plant 6 was taken from a rocky place, 45 m above sea level. Only one
38
Chapter 3.- Bacterial community structures and ice recrystallization inhibition activity of bacteria isolated from the phyllosphere of the Antarctic vascular plant Deschampsia antarctica
Figure 3.1. Map of Antarctic Peninsula. In detail, sampling sites of D. antarctica plants (red circles) on South Shetland Islands. Plants 1, 2, and 3 were taken from Gemelos Hill
(62º11’45.73’’S; 58º59’39.95’’W). Plants 4, 5, and 6 were taken from Collins Glacier
(62º10’9.00’’S; 58º51’21.06’’W). Plant 7 was taken from Ardley Peninsula (62º12’36.78’’S;
58º56’59.25’’W). Plant 8 was taken from Hanna Point (62º39’15.64’’S; 60º36’51.82’’W).
39
Chapter 3.- Bacterial community structures and ice recrystallization inhibition activity of bacteria isolated from the phyllosphere of the Antarctic vascular plant Deschampsia antarctica plant (Plant 7) was taken from Ardley peninsula (62°12'36.78”S; 58°56'59.25”W), 10 m above sea level. No more plants were taken from this sandy area also populated by mosses, given the low amount of plants found in this site. Another plant (Plant 8) was taken from Hanna point (62°39'15.64”S; 60°36'51.82”W). This is an area highly covered by D. antarctica plants, however only one plant was taken given the bad weather conditions when samples were collected. A map showing these sampling sites, was included in Figure 3.1. We would like to emphasize that number of samples and locations were defined in the moments according to available resources (time, plant coverage, etc.) and changing climate conditions.
The plants were transported in coolers and processed at the Laboratory of
Scientific Base ‘Prof. Julio Escudero’ of the Chilean Antarctic Institute (INACH), King
George island.
3.2.2. Bacterial community structure
Bacterial community composition was assessed by DGGE as described by Kawai et al.
(2002). First, 1 g of D. antarctica leaves were cut (aerial parts) gently washed and then vortexed for 10 min in 10 mL of sterile saline solution (0.85% NaCl). Leaves were removed and the recovered liquid was centrifuged at 15,700 × g for 10 min to collect detached bacterial cells. To obtain 1 g. of leaf it was necessary to use almost all of the leaves on a single plant. Therefore, DGGE banding profile was obtained from total
DNA extract from a composited sample of several leaves of every single plant sampled.
Bacterial cells were suspended in 50 µl of sterile distilled water, and this suspension was subsequently frozen in liquid nitrogen and thawed at room temperature three times to break the cells. The samples were then centrifuged at 15,700 × g for 40 min and the supernatant (~40 µL) was used as template DNA in the PCR reaction.
40
Chapter 3.- Bacterial community structures and ice recrystallization inhibition activity of bacteria isolated from the phyllosphere of the Antarctic vascular plant Deschampsia antarctica The bacterial 16S rRNA genes (regions V6–V8) were amplified by touchdown
PCR with primer set EUBf933–GC/EUBr1387 as described by Iwamoto et al. (2000).
The conditions for the PCR reaction were as follows: hot-start was performed at 95ºC for 10 min, the annealing was initially set at 65ºC and was then decreased by 0.5ºC every cycle and held at 55ºC for 1 min, followed by extension at 72ºC for 3 min. Ten additional annealing cycles were then carried out at 55ºC followed by denaturation at
94ºC for 1 min and an extension at 72ºC for 3 min. The final extension step was done for 7 min at 72ºC. The DGGE runs were performed using the DCodeTM Universal
Mutation Detection System (Bio-Rad Laboratories Inc., USA). Twenty microliter aliquots of the PCR product were loaded onto a 6% (w/v) polyacrylamide gel with a 40-
65% denaturing gradient (7 M urea and 40% formamide). The electrophoresis was run for 12 h at 100 V. The gel was stained with SYBR Gold (InvitrogenTM, Thermo Fisher
Scientific Inc., USA) for 30 min and photographed on a UV transilluminator (GelDoc-
It®TS2 Imager, UVP). Clustering of DGGE banding profiles using a dendrogram was carried out with Phoretix 1D Pro Gel Analysis Software (TotalLab Ltd., UK; http://totallab.com/). Based on the matrix obtained from the Phoretix 1D analysis, differences between bacterial communities were calculated by similarity profile analysis
(SIMPROF test) with Bray-Curtis similarity index, 5% significance level and <0.1 stress values (Clarke 1993; Clarke et al. 2008), and visualized by non-metric multidimensional scaling (NMDS) analysis using Primer 6 software (Primer-E Ltd.,
UK; http://www.primer-e.com/).
A total of 19 representative bands from DGGE gels were carefully excised, purified, re-amplified by touchdown PCR and run again to avoid the inclusion of more than one band to be sent to Macrogen, Inc. (Korea) for sequencing (Figure 3.2a). The sequences obtained in this study were compared with those present in the GenBank
41
Chapter 3.- Bacterial community structures and ice recrystallization inhibition activity of bacteria isolated from the phyllosphere of the Antarctic vascular plant Deschampsia antarctica database NCBI by using BLAST tools (http://blast.ncbi.nlm.nih.gov/Blast.cgi) to identify bacterial groups. More bands were sequenced, however only those having higher similarity % (≥ 90) were included in Table 3.1.
3.2.3. Isolation of culturable bacteria
Isolation of bacteria from D. antarctica phyllosphere was carried out by a plating method using 4 culture media: NM-1 (0.5 g L-1 D-glucose, 0.5 g L-1 polypeptone, 0.5 g
-1 -1 -1 -1 L sodium glutamate, 0.5 g L yeast extract, 0.44 g L KH2PO4, 0.1 g L (NH4)2SO4,
-1 -1 -1 0.1 g L MgSO4·7H2O, 15 g L agar, and 1 mL vitamin solution containing 1 g L nicotinamide, 1 g L-1 thiamine hydrochloride, 0.05 g L-1 biotin, 0.5 g L-1 4- aminobenzoic acid, 0.01 g L-1 vitamin B12, 0.5 g L-1 D-pantothenic acid hemicalcium salt, 0.5 g L-1 pyridoxamine dihydrochloride, 0.5 g L-1 folic acid (Nakamura et al.
1995)), R2A (Oxoid Ltd., Thermo Fisher Scientific Inc., UK), Pseudomonads (Oxoid
Ltd.) and Actinomyces (Oxoid Ltd.) agar medium. One gram of D. antarctica leaves in
45 mL of SSS (0.85% NaCl) was vortexed for 10 min to detach the adhered bacteria.
Then, dilutions of bacterial suspensions were spread on culture media agar plates in triplicate. The plates were incubated at 13°C until colony forming units (cfu) were observed on agar. The value of cfu per cm2 was also calculated by scanning the leaf’s surface area with Image J free software (http://imagej.nih.gov/ij/). After 1 week of incubation, 267 single colonies showing diverse phenotypes (color, brightness, form, elevation and margin; (Smibert and Krieg 1994) were transferred to fresh media, purified by streaking on agar and stored in 3:7 glycerol:LB (10 g l-1 D-glucose, 5 g l-1 yeast extract, 10 g l-1 tryptone, 5 g l-1 NaCl) broth at -20°C for further analysis.
42
Chapter 3.- Bacterial community structures and ice recrystallization inhibition activity of bacteria isolated from the phyllosphere of the Antarctic vascular plant Deschampsia antarctica
Figure 3.2. (a) Denaturing gradient gel electrophoresis (DGGE) banding profile of bacterial communities present in eight plants of the Deschampsia antarctica phyllosphere. Arrows indicate excised and sequenced bands. Analysis of similarity percentages of dendrogram (b) and non-metric multidimensional scaling (c) of DGGE profiles (16S rRNA gene) from bacterial communities from eight plants of the Deschampsia antarctica phyllosphere.
43
Chapter 3.- Bacterial community structures and ice recrystallization inhibition activity of bacteria isolated from the phyllosphere of the Antarctic vascular plant Deschampsia antarctica 3.2.4. Selection of isolates by genotyping
The ERIC-PCR technique was used to differentiate colonies with a similar phenotype but a different genotype following the protocol described by Houf et al (2002). Briefly, crude DNA extracts from samples were obtained after boiling bacterial cell suspension followed by a quick spin down to discard cell debris. Supernatant at a concentration of
50 ng DNA µL-1 was used in the PCR mixture. DNA fragments were amplified by PCR using the primer set ERIC motifs 1R (5’-ATG TAA GCT CCT GGG GAT TCA C-3’) and 2 (5’-AAG TAA GTG ACT GGG GTG AGC G-3’). The PCR conditions were as follow: hot-start at 94ºC for 5 min, followed by 40 cycles of denaturing temperature at
94°C for 1 minute, and annealing temperatures at 25°C for 1 minute, and the extension temperature set at 72°C for 2 minutes. The final extension step was set at 72ºC for 7 minutes. PCR products were then run on a 2% agarose gel at 100 V for 1 h and stained with ethidium bromide. Electrophoretic gels were photographed and the images were analyzed with Phoretix 1D Pro Gel Analysis Software. The isolates that showed different banding profiles were considered genetically different and used for further analysis.
3.2.5. IRI detection
The detection of IRI was based on the behavior of ice at subzero temperatures. Ice recrystallization and the consequent ice crystal growth is visually different with a higher transparency, whereas in IRI ice crystals remain at small size which is visually more
44
Chapter 3.- Bacterial community structures and ice recrystallization inhibition activity of bacteria isolated from the phyllosphere of the Antarctic vascular plant Deschampsia antarctica
Figure 3.3. Dendrogram of ERIC-PCR genotyping of culturable bacteria from Deschampsia antarctica phyllosphere. (a) Isolates grown in Pseudomonas agar (PA) plates and (b) grown in
NM1 culture media.
45
Chapter 3.- Bacterial community structures and ice recrystallization inhibition activity of bacteria isolated from the phyllosphere of the Antarctic vascular plant Deschampsia antarctica turbid (Budke et al. 2009; Gilbert et al. 2004). Given these differences in turbidity, ice recrystallization inhibition effect was measured in this work by a spectrophotometric method. The details of IRI detection theory are given in Figure 3.4a. Absorbance differences were determined using a microtiter plate spectrophotometer (Multiskan GO,
Thermo Fisher Scientific, Inc., USA). First, the most sensitive absorbance to detect IRI under our conditions was determined by wavelength (λ) scanning from 300 to 650 nm using type III AFP (A/F Protein, Inc., USA) and bovine serum albumin (BSA) as positive and negative protein controls respectively. Detection of IRI was assayed with both pure proteins at a final concentration of 0.04 mg mL-1 in a 30% sucrose solution according to the protocol described by Gilbert et al. (2004). The microtiter plate was frozen at -80°C for 15 min and incubated for 2 d at -6°C before reading the absorbance in a spectrophotometer. The microtiter plate wells with 30% sucrose solution were used as blanks. The detection of IRI was assayed with different total protein concentrations ranging from 0.01 to 2 mg mL-1.
3.2.6. Screening for IRI in isolates
Based on our results of IRI detection with different wavelengths and protein concentrations, the screening of IRI detection by spectrophotometry was standardized at
λ of 500 nm using crude extracts with protein concentrations from 0.01 to 2 mg mL-1.
Antarctic bacteria isolates were grown in LB broth at 15°C for 1 week and then cold acclimatized at 4°C for 1 week. The cultures were then centrifuged at 5,000× g for 10 min, and soluble proteins from the pellets were extracted by using B-PER Bacterial
Protein Extraction Reagent (Thermo Fisher Scientific, Inc., USA) according to the manufacturer’s instructions. The protein concentrations in crude extracts were determined using the Bradford Protein Assay (Bio-Rad Laboratories, Inc., USA) and
46
Chapter 3.- Bacterial community structures and ice recrystallization inhibition activity of bacteria isolated from the phyllosphere of the Antarctic vascular plant Deschampsia antarctica
Table 3.1. Phylogenetic assignment of representative DGGE bands.
Band Taxonomic group a Closest relatives or cloned sequences Identity Accession (accession no.) b (%) no. 1 Proteobacteria, Pseudomonas sp. HC7-3, 16S rRNA gene, 98.8 KU645377 Gammaproteobacteria, partial sequence from an Arctic Pseudomonadales cyanobacterial mats (JF313021) 2 Proteobacteria, Pseudomonas sp. TP-Snow-C84, 16S rRNA 97.6 KU645378 Gammaproteobacteria, gene, partial sequence from a culturable Pseudomonadales bacteria from Tibetan Snowpack (KC987014) 3 Proteobacteria, Uncultured endophytic bacterium clone str. 98 KU645379 Alphaproteobacteria, CEA10_5 from Typha angustifolia roots Rhizobiales (HM142813) 4 Proteobacteria, Agrobacterium sp. BE516, partial 16S RNA 99.8 KU645380 Alphaproteobacteria, gene, isolated from the root of Miscanthus Rhizobiales sacchariflorus (JQ764998) 5 Proteobacteria, Pseudomonas migulae strain SHZ1.3, partial 97.3 KU645381 Gammaproteobacteria, 16S rRNA gene, isolated from Arctic lake Pseudomonadales sediments (KP236597) 6 Proteobacteria, Pseudomonas sp. RC7.6, partial 16S rRNA 98.8 KU645382 Gammaproteobacteria, gene, isolated from Caesalpinia spinosa Pseudomonadales rhizosphere (KP267840) 7 Proteobacteria, Pseudomonas sp. St29 DNA complete 100 KU645383 Gammaproteobacteria, genome, isolated from Solanum tuberosum Pseudomonadales rhizosphere. (AP014628) 8 Proteobacteria, Pseudomonas sp. str. UMAB-64, partial 16S 96 KU645384 Gammaproteobacteria, rRNA gene, isolated from Antarctic soil Pseudomonadales (KF263636) 9 Proteobacteria, Pseudomonas sp. HA72, partial 16S rRNA 96.1 KU645385 Gammaproteobacteria, gene, isolated from subarctic Alaska Pseudomonadales grasslands (KF011656) 10 Proteobacteria, Pseudomonas sp. 39A_2, partial 16S rRNA 97.8 KU645386 Gammaproteobacteria, gene, an Antarctic bacteria (KC912628) Pseudomonadales 11 Proteobacteria, Uncultured Pseudomonas sp. clone 91.6 KU645387 Gammaproteobacteria, BBS8w52, partial 16S rRNA gene, obtained Pseudomonadales from beech and spruce litter (AY682157) 12 Proteobacteria, Psychrobacter sp. MVS1-N6, partial 16S 97 KU645388 Gammaproteobacteria, rRNA gene, isolated from Antarctic soil Pseudomonadales (KR023910) 13 Proteobacteria, Psychrobacter sp. SCS3-N7, partial 16S 95.9 KU645389 Gammaproteobacteria, rRNA gene, isolated from Antarctic soil Pseudomonadales (KR023909) 14 Proteobacteria, Pseudomonas sp. NSJ-3, partial 16S rRNA 90.3 KU645390 Gammaproteobacteria, gene, partial sequence from a cotton Pseudomonadales endophytic bacterium (FJ941082) 15 Proteobacteria, Pseudomonas sp. B7E, partial 16S rRNA 97.7 KU645391 Gammaproteobacteria, gene. Bacteria isolated from Antarctica Pseudomonadales (KC433647) 16 Proteobacteria, Pseudomonas frederiksbergensis strain 99.8 KU645392 Gammaproteobacteria, BDR1P1B2, partial 16S rRNA gene isolated Pseudomonadales from Zingiber sp rhizosphere soil (KJ567114) 17 Proteobacteria, Pseudomonas sp. HX32, partial 16S rRNA 95.9 KU645393 Gammaproteobacteria, gene, isolated from alpine grassland soil Pseudomonadales (EF601817) 18 Proteobacteria, Pseudomonas sp. RaSa70e, partial 16S rRNA 99.8 KU645394 Gammaproteobacteria, gene, endophyte of Arabidopsis thaliana Pseudomonadales (LN830927) 19 Proteobacteria, Aurantimonas sp. str. FB13, from Arctic and 93 KU645395 Alphaproteobacteria, Antarctic soil. (AM933504) Rhizobiales
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Chapter 3.- Bacterial community structures and ice recrystallization inhibition activity of bacteria isolated from the phyllosphere of the Antarctic vascular plant Deschampsia antarctica IRI detection was carried out as described above. Type III AFP and BSA were used in each microtiter plate reading to verify that IRI detection was working correctly. Crude protein extracts from Escherichia coli JM109 were used as a negative control for IRI screening. E. coli JM109 was chosen because its genome information in GenBank database did not include any genetic traits associated with IBPs. This was also confirmed in our lab, where fresh LB cultures that were exposed to -20°C for 24 h. before and after freezing, serial dilutions (from 10-1 to 10-7) of E. coli JM109 culture were plated on LB agar plates, did not growth. Isolates from D. antarctica phyllosphere were also included in this assay to compare strain growth after freezing exposure.
Samples with statistically higher absorbance (see below) compared to E. coli
JM109 were considered as active isolates for IRI. These IRI active isolates were repeatedly screened to confirm IRI activity, and those isolates which always showed higher absorbance compared with E. coli JM109 were selected for additional assays for
IRI detection without cold acclimation.
3.2.7. Statistical analysis
Absorbance data were analyzed by Dunnet multiple comparisons (Dunnett 1955).
Means and standard errors were calculated in quadruplicate and a difference at p≤0.05 was considered as significant. Statistical analyses were conducted using IBM SPSS 21 software.
3.3. Results
3.3.1. Bacterial community structure
The results obtained from the DGGE analysis and visualized with a dendrogram showed that the bacterial community in D. antarctica phyllosphere was mainly distributed in
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Chapter 3.- Bacterial community structures and ice recrystallization inhibition activity of bacteria isolated from the phyllosphere of the Antarctic vascular plant Deschampsia antarctica
Table 3.2. Bacterial counts (cfu g-1 of leaf), ERIC-PCR genotyping and ice recrystallization inhibition (IRI) activity of culturable bacteria isolated from Deschampsia antarctica phyllosphere.
Growth media NM1a R2A PA AA Total Colony forming units (cfu×106 6.54±0.75b 6.65±0.77 4.70±0.63 3.57±0.33 g-1 of leaf) Total number of isolates 89 81 49 46 265 Isolates with different genotypes 227 78 (88%c) 74 (91%) 37 (76%) 38 (83%) by ERIC-PCR (85%) IRIc positives after first 23 (29%) n.d. 8 (22%) 1 (3%) 32 (21%) screening IRI positives without cold 2 (3%) n.d. 2 (5%) 1 (3%) 5 (3%) acclimatization
a Culture media: NM1 agar, R2A: Reasoners 2A agar, PA: Pseudomonas agar, and AA:
Actinomyces agar b The values represent the average (n=3) and standard errors c Percentages are relative to the total number of isolates obtained in each culture media. n.d.: Not determined.
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Chapter 3.- Bacterial community structures and ice recrystallization inhibition activity of bacteria isolated from the phyllosphere of the Antarctic vascular plant Deschampsia antarctica two clusters (Figure 3.2b). One of the cluster showed higher similarity (>57%) among plants collected in Gemelos hill (Plants nos. 1, 2 and 3) and sharing some bands with
Plant no. 6 collected in Collins glacier, whereas the second cluster with lower similarity
(>40%) was obtained from plants taken from Collins glacier (Plant no. 4), Ardley peninsula (Plant no. 7) and Hanna point (Plant no. 8). The most dissimilar bacterial community structure was observed in Plant no. 5, collected from Collins glacier.
Differences between bacterial communities were also visualized by non-metric multidimensional scaling (NMDS) analysis (Figure 3.2c) where only a 40% of similarity was found among the plants collected from different sampling sites (Plant nos. 1, 2, 3, 6 and 7) and only a 20% similarity was observed in all samples studied.
Despite that, significant differences between bacterial communities were observed among collected plants, sequencing of representative dominant bands on
DGGE gels revealed that most members belonged to the Pseudomonadales order, followed by less abundant bands represented by the Rhizobiales order (Table 3.1).
Coincidently, the closest relative sequences deposited in GenBank database are associated with bacteria from Arctic and Antarctic ecosystems while others were also reported to be related to plant rhizosphere habitats. The sequences obtained in this study were deposited in GenBank database under accession numbers from KU645377 to
KU645395.
3.3.2. Isolation and genotyping of culturable bacteria
As shown in Table 3.2, bacterial counts in the D. antarctica phyllosphere revealed bacterial loads ranging from 3.6×106 to 6.7×106 cfu g-1 of leaf, equivalent to 3.6×104 to
6.7×104 cfu cm-2. A total of 265 isolates were obtained with a high genetic variability
(from 76 to 91%) as revealed by ERIC-PCR genotyping (Table 3.2; Figure 3.3). It is
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Chapter 3.- Bacterial community structures and ice recrystallization inhibition activity of bacteria isolated from the phyllosphere of the Antarctic vascular plant Deschampsia antarctica
Figure 3.4. Standardization of detection of IRI activity in culturable bacteria of the
Deschampsia antarctica phyllosphere. (a) Background theory, (b) Absorbance at different wavelengths (from 300 to 650 nm), (c and d) Absorbance at 500 nm at different BSA and AFP protein concentrations (from 0.01 to 2.0 mg ml-1). AFP: antifreeze protein in a 30% sucrose solution; BSA: bovine serum albumin in a 30% sucrose solution; Blank: 30% sucrose solution.
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Chapter 3.- Bacterial community structures and ice recrystallization inhibition activity of bacteria isolated from the phyllosphere of the Antarctic vascular plant Deschampsia antarctica noteworthy that the same genotypes were found in different plants; however, this occurred in bacteria isolated from plants sampled at the same site, such as Plant nos. 4,
5 and 6, all obtained from Collins glacier (Figure 3.3).
3.3.3. Detection and screening for IRI in isolates
During standardization of the protocol for the detection of IRI activity, our results showed differences in absorbance between the positive (type III AFP) and negative
(BSA) controls at the different tested wavelengths (from 300 to 650 nm) (Figure 3.4b).
These differences in absorbance between controls were observed at 500 nm using different protein concentrations (from 0.01 to 2.0 mg mL-1) (Figure 3.4c). The screening for IRI activity was adjusted at 500 nm given that this was the wavelength in the middle of plateau region as presented in Figure 3.4b.
Compared with crude protein extract from E. coli JM109, the screening for IRI activity showed significantly higher absorbance (p≤0.05) in protein extracts obtained from 32 isolates; and therefore, 21% of isolates were considered as IRI active. The screening was repeated to confirm IRI activity in positive isolates. These data are presented in Figure 3.5a and summarized in Table 3.2. However, when ice IRI activity was screened without cold acclimation, to explore if IRI is induced by low temperature or is a constitutive phenotype of selected isolates, only 5 (3%) of isolates (strains 28
NM1, 43 NM1, 19 PA, 33 PA and 20 AA) showed significantly higher absorbances
(p≤0.05) as compared with E. coli JM109 protein extracts (Figure 3.5b).
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Chapter 3.- Bacterial community structures and ice recrystallization inhibition activity of bacteria isolated from the phyllosphere of the Antarctic vascular plant Deschampsia antarctica
Figure 3.5. Ice recrystallization inhibition in the phyllosphere (a) Screening of ice recrystallization inhibition (IRI) activity in crude protein extracts (1 mg ml-1) from bacteria isolated from the Deschampsia antarctica phyllosphere using Pseudomonas and Actinomyces agar plates. (b) Detection of IRI activity in crude protein extracts (0.5 mg ml-1) from bacteria grown without cold temperature acclimatization. Asterisks denote significant (p≤0.05, Dunnet’s test) differences in comparison with crude protein extracts of E. coli JM109 (negative control).
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Chapter 3.- Bacterial community structures and ice recrystallization inhibition activity of bacteria isolated from the phyllosphere of the Antarctic vascular plant Deschampsia antarctica 3.4. Discussion
The profiles obtained by DGGE (16S rRNA gene) analysis revealed differences in bacterial communities on D. antarctica phyllosphere, which varied among the different plants and collection sites. Variations of bacterial communities in the phyllosphere between different vegetables (spinach, celery, rape, broccoli and cauliflower) have previously been described by Yang et al (2001). A high variability was found in bacterial community composition in forest, among pinus trees, as described by pyrosequencing (16S rRNA gene) (Redford et al. 2010). A high diversity of bacterial composition was also detected in the phyllosphere of the leaf canopy of a tropical
Atlantic forest (Lambais et al. 2006). One of the more intriguing findings of this study was that the microbial communities varied substantially between different locations, but were more similar between plants at Gemelos hill location, sharing higher similitudes with Plant no. 6 sampled in a rocky place from Collins glacier. Some theories postulate that environment selects their colonizers, this means the local conditions regulate the abundance, composition and activity of their inhabitants (Perfumo and Marchant 2010).
In a controlled greenhouse experiment, spatial distribution of Arabidopsis thaliana plants, resulted to affect the dispersion of bacteria on plants showing similar bacterial community structure in closer plants (Maignien et al. 2014). Our results agree with this statement; however, more studies are required for confirmation. In this sense, considering that the majority of Antarctic continent is covered by ice and less than 1% of land, mostly in the Antarctic Peninsula and coastal areas, are available for plant colonization (Alberdi et al. 2002). Oceanic winds, rain, hailstones and snow could be the most important mechanism for dispersion of microorganism in this area. For example, Santl-Temkiv et al (2013) demonstrated that hailstone samples were dominated mostly by plant-surface bacteria thus, these authors hypothesize that
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Chapter 3.- Bacterial community structures and ice recrystallization inhibition activity of bacteria isolated from the phyllosphere of the Antarctic vascular plant Deschampsia antarctica adaptations to life in the phyllosphere favors survival of airborne bacteria, affecting long distance transport and spatial distribution of bacteria on earth. In other ecosystems such as desert, dispersion of bacteria is a natural phenomenon conducted by bacteria attached to dust soil particles, contributing to the diversity of downwind ecosystem
(Yamaguchi et al. 2012). Another mechanisms that act for bacterial transport is the local fauna such as skuas and gulls to which this plant has been usually found to be attached in nests (Gerighausen et al. 2003). In addition, differences in bacterial communities in the phyllosphere could also be dependent on the location and morphology of the leaves, phenological status of plants and the amount of carbon-containing exudates released by leaf plants used by bacteria as a nutrient source (Wilson and Lindow 1994; Yang et al.
2001).
Despite differences in bacterial community composition in the phyllosphere, the sequencing of dominant DGGE bands revealed the presence of members of
Pseudomonadales (Pseudomonas and Psychrobacter) and Rhizobiales (Agrobacterium and Aurantimonas) orders. Pseudomonadales is a large taxonomic bacterial group that is metabolically versatile and collectively exhibits a high diversity of activities such as nutrient cycling, degradation of xenobiotic organic compounds, growth promotion and pathogen protection of plants (Redford et al. 2010; Loeschcke and Thies 2015). By using molecular approaches (DGGE and 454-pyrosequencing), Pseudomonadales have been reported as a dominant inhabitant in the phyllosphere of different plants such as spinach, celery, rape, broccoli, cauliflower, and Arabidopsis thaliana (Bodenhausen et al. 2013). Pseudomonadales are widely described as a common inhabitant of soil; therefore, we cannot discard the soil as a source of phyllosphere colonizers (mentioned above). Rhizobiales is also a metabolically versatile soil bacterial group characterized by the conversion of atmospheric nitrogen into ammonia to the benefit of the host plant.
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Chapter 3.- Bacterial community structures and ice recrystallization inhibition activity of bacteria isolated from the phyllosphere of the Antarctic vascular plant Deschampsia antarctica Rhizobiales are commonly found in the phyllosphere of rice (Oryza spp.) and perennial herbaceous plants (Typha angustifolia) by metaproteogenomic analysis and 16S rDNA gene sequencing (Li et al. 2011; Knief et al. 2012; Banik et al. 2015). Both bacterial groups are also frequently isolated from Antarctic and Arctic soils (Goh and Tan 2012;
Park and Kim 2015). It is noteworthy that the sequencing of dominant DGGE bands also revealed the presence of Psychrobacter. Psychrobacter arcticus is a cold-adapted bacteria used as model for psychrophilic “cold shock” proteins which has been proposed as a key protein for life at subzero temperatures (Kuhn 2012).
In samples from D. antarctica phyllosphere, our counts ranged from 3.6×106 to
6.7×106 cfu g-1 of leaf, equivalent to 3.6×104 to 6.7×104 cfu cm-2. The bacterial loads found in D. antarctica phyllosphere seem to be similar to some plants from other climate zones. Variable bacterial loads have been reported for different plant species, such as olive plants (from 1.7×104 to 3.4×105 cfu cm-2; (Ercolani 1991), Mediterranean perennial species (from 1.3×104 to 1.4×107 cfu g-1; (Yadav et al. 2004)), evergreen subtropical forest trees (from 7.41×102 to 3.02×105 cfu g−1; (Yadav et al. 2013), and common beans (from 106 to 107 cfu cm−2; (Hirano and Upper 1989). And other authors have suggested that differences in bacterial counts could be explained mostly by the distance of leaves to the soil, as a direct source of epiphytic bacteria, and environmental factors, such as relative humidity, especially in water-saturated soil conditions (Kinkel et al. 2000).
Similar to DGGE analysis, ERIC-PCR genotyping also suggests a high genetic variability (from 76 to 91%) among the culturable bacteria from D. antarctica. In addition, this result helped us to differentiate colonies with a similar phenotype but a different genotype. Interestingly, the same genotypes determined by ERIC-PCR were found in plants sampled in the same location, but not among plants from different
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Chapter 3.- Bacterial community structures and ice recrystallization inhibition activity of bacteria isolated from the phyllosphere of the Antarctic vascular plant Deschampsia antarctica sampling sites. The later result could be explained by the fact that vegetative reproduction is the most frequent and reliable means of dispersion in D. antarctica plants (Smith 2003). Other authors have postulated that the occurrence of bacteria with the same genotype in different plants could be attributed to migration of bacteria from neighboring plants and/or plant debris transported by wind, insects and other animal sources (Whipps et al. 2008; Vokou et al. 2012). In addition, numerous phyllosphere bacteria have been associated with seeds with the ability to grow on seedlings and leaves as the plant growths (Hirano and Christen 2000), thus seeds could also be considered vectors for specific bacterial genotype transference in this type of ecosystem; however this statement has not been evaluated in extreme environments such as the Antarctica.
With regards to screening for IRI activity, a total of 32 (21%) crude protein extracts from phyllosphere isolates showed a significantly higher absorbance compared with protein extract from E. coli JM109. Ice recrystallization inhibition has been shown to be a functional and cost-effective mechanism for preliminary detection of AFP activity within a solution (Capicciotti et al. 2013). Moreover, the percentage obtained of active IRI isolates (21%) was higher than that previously described by Gilbert et al.
(2004) (10%) for putative AFP-producing isolates from an Antarctic lake. However, the presence of IRI activity in culturable bacteria do not means that those are the dominant group in the bacterial community structures on the phyllosphere of D. antarctica, as well as the activity does not assure that bacterial IRI activity is expressed on leaf surfaces. In addition, as reported in other studies, the IRI effect has been mostly related to freezing tolerance as it maintains ice crystals at a small, likely harmless size (Do et al.
2014). A different theory points out that proteins secreted into the surrounding environment have an IRI activity that favors the formation of water channels (water
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Chapter 3.- Bacterial community structures and ice recrystallization inhibition activity of bacteria isolated from the phyllosphere of the Antarctic vascular plant Deschampsia antarctica pockets) through which bacteria could obtain nutrients and divide (Raymond 2011:
Raymond and Kim 2012). In this context, it has been proposed that the repeated occurrence of DUF3494 sequence (coding a protein of unknown function) in the genome of psychrophilic organisms (bacteria, archaea and eukaryotes) is correlated with
IRI activity, and that it can be transferred between prokaryotes and eukaryote by horizontal gene transfer (Raymond 2014). The discovery of epiphytic bacteria coding
DUF3494 domain in metagenomic analysis conducted in Antarctic non-vascular plants
(mosses) suggests that this activity might favor a commensal relationship between the moss and epiphytic bacteria, where the latter receives sustenance and the former freezing protection, nevertheless this statement has not been empirically proven
(Raymond 2015).
Detection of IRI activity in crude protein extracts from bacteria grown without cold acclimatization was also observed (Figure 3.5b). The constitutive expression of
AFP by bacteria could provide an immediate benefit during sudden harsh local conditions, such as freezing; however, constitutive protein expression represents a permanent metabolic cost for cells as discussed by Geisel (2011).
Finally, further studies are required to elucidate factors influencing the diversity and abundance of bacteria in the phyllosphere of Antarctic vascular plants and their activity under freezing temperature, such as the production of ice-binding proteins. This information could be pivotal for our understanding on Antarctic ecosystems and the physiological response of Antarctic vascular plants to tolerate freezing temperature and climate change (Cavieres et al. 2016).
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Chapter 3.- Bacterial community structures and ice recrystallization inhibition activity of bacteria isolated from the phyllosphere of the Antarctic vascular plant Deschampsia antarctica Acknowledgements:
We thank the contribution of reviewers that improved the quality of this work. This study was financed by International Cooperation project Conicyt-USA code USA2013-
0010. F.P. Cid thanks the Antarctic Chilean Institute for a Doctor Scholarship (code
DT_01-13) and for the permits given by them to collect plants in Antarctic protected areas n° 125, 126 and 150, Conicyt for a Doctor Scholarship (no. 21140534) and La
Frontera University for a Scholarship.
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CHAPTER 4
“Draft genome sequences of bacteria isolated from the Deschampsia antarctica phyllosphere”
Extremophiles 22, 2018
Chapter 4.- Draft genome sequences of bacteria isolated from the Deschampsia antarctica phyllosphere Abstract
Genome analyses are being used to characterize PGP bacteria living in different plant compartiments. In this context, we have recently isolated bacteria from the phyllosphere of an Antarctic plant (Deschampsia antarctica) showing IRI, an activity related to the presence of AFPs. In this study, the draft genomes of six phyllospheric bacteria showing
IRI activity were sequenced and annotated according to their functional gene categories.
Genome sizes ranged from 5.6 to 6.3 Mbp, and based on sequence analysis of the 16S rRNA genes, five strains were identified as Pseudomonas and one as
Janthinobacterium. Interestingly, most strains showed genes associated with PGP traits, such as nutrient uptake (ammonia assimilation, nitrogen fixing, phosphatases, and organic acid production), bioactive metabolites (indole acetic acid and 1- aminocyclopropane-1-carboxylate deaminase), and antimicrobial compounds (hydrogen cyanide and pyoverdine). In relation with IRI activity, a search of putative AFPs using current bioinformatics tools was also carried out. Despite that genes associated with reported AFPs were not found in these genomes, genes connected to ice-nucleation proteins (InaA) were found in all Pseudomonas strains, but not in the
Janthinobacterium strain.
Keywords: Antarctic bacteria; Antifreeze proteins; Ice recrystallization inhibition;
Deschampsia antarctica; Phyllosphere; Plant growth-promoting bacteria.
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Chapter 4.- Draft genome sequences of bacteria isolated from the Deschampsia antarctica phyllosphere 4.1. Introduction
The plant microbiome is composed of innumerable bacterial taxa; it has been reported that some genera contribute to the stress tolerance and growth of plants, suppress diseases by phytopathogens, or degrade xenobiotic compounds in the soil (Berg et al.
2014; El Amrani et al. 2015). Bacteria are able to colonize different plant compartments, such as the rhizosphere (the soil portion influenced by plant roots), endosphere (the plant inner tissues), and phyllosphere [total above-ground portions of plants that can be further subdivided into the caulosphere (stems), phylloplane (leaves), anthosphere (flowers), and carposphere (fruits)] (Bringel and Couée 2015). In this context, studies have suggested that phyllospheric bacteria may play a pivotal role in protecting plants against diseases by conferring benefits to their plant hosts (Berlec
2012; Rastogi et al. 2013). In the phyllosphere, Methylobacterium use plant methanol (a by-product of cell wall metabolism) as a carbon source, giving back beneficial auxin- like phytohormone to the plant host (Raja et al. 2008; Kwak et al. 2014). Leaf epiphytes, such as cyanobacteria and Gammaproteobacteria, provide N to the host trees in rainforest ecosystems (Fürnkranz et al. 2008). Similarly, in plants that have lost contact with the ground, such as the perennial flowering plant Tillandsia
(Bromeliaceae), phyllospheric bacteria have also been found to fulfill N requirements of their host (Brighigna et al. 1992). However, our insights into the diversity and functionality of phyllospheric bacteria have been very limited, particularly in natural vegetation.
The Antarctic continent is a pristine and extreme ecosystem where organisms have adapted to colonize, survive, and proliferate under locally harsh conditions such as high dehydration rates and low temperatures. Despite this, Antarctic bacteria are of great interest as a source of biotechnological and bioactive compounds (e.g., enzymes,
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Chapter 4.- Draft genome sequences of bacteria isolated from the Deschampsia antarctica phyllosphere antibiotics, and pigments), yet few studies have focused on unravelling the microbiome of Antarctic plants. Two vascular plants are found in Chilean Antarctic territories,
Deschampsia antarctica and Colobanthus quitensis. The 16S ribosomal RNA (rRNA) gene-based molecular approaches have revealed the presence of Proteobacteria (e.g.,
Pseudomonadales, Rhizobiales, Xanthomonadales, and Campylobacterales orders),
Actinobacteria (e.g., Micrococcales, Actinomycetales, and Bifidobacteriales orders),
Bacteroidetes (e.g., Sphingobacteriales), and Firmicutes (e.g., Clostridiales and Bacilli) phyla as predominant taxa in their rhizosphere soils (Jorquera et al. 2016; Teixeira et al.
2010; Verma et al. 2016). A recent study from our group reported the presence of
Pseudomonadales and Rhizobiales orders in the phyllosphere of D. antarctica (Cid et al.
2016a). However, the functional contribution of bacteria to the adaptation or survival of
Antarctic vascular plants remains unknown. In this sense, an AFP producing strain
(Pseudomonas putida GR12-2, isolated from the rhizosphere of Canadian high Arctic plants), has been shown to promote root elongation of both spring and winter canola grown at 5 °C (Sun et al. 1995). A recent study has suggested that bacterial genes encoding for the domain DUF3494 are homologs of AFP, and, therefore, may be involved in the survival of Antarctic mosses at freezing temperatures (Raymond 2015;
Davies 2016). Study on psychrotolerant bacteria and their contribution to promote the growth, adaptation or fitness of plants are very scarce, particularly in the phyllosphere.
The phyllosphere of plants is an intrinsically extreme environment with long UV radiation exposure times, rapid changes in temperature among short time periods (day and night), and limited nutrient sources for epiphytes (Lindow and Brandl 2003). These harsh conditions have an even more dramatic effect on plants growing in extreme environments such as the Antarctica. We have recently isolated culturable bacterial strains from D. antarctica phyllosphere that show antifreeze activity as measured by the
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Chapter 4.- Draft genome sequences of bacteria isolated from the Deschampsia antarctica phyllosphere ice recrystallization inhibition (IRI) assay (Cid et al. 2016a). Bacterial IBP, both AFPs and INPs, are of great interest in various biotechnological fields (mainly medicine and food technology), making AFPs a very attractive strategy to prevent frost damage in crops (Cid et al. 2016b), but our insight into the diversity of bacterial AFPs is very limited. AFPs have been found in a variety of organisms that live in cold environments
(fishes, plants, insects, fungi, diatoms, bacteria, among others) (Cid et al. 2016b; Lee et al. 2010b). Some AFPs can be classified as families due to sequence conservation; however, no consensus sequences, motifs, or structures have been found that covers all
AFP families, and clearly greater efforts are needed to unravel the diversity of AFPs in nature. The main goals of this study were to analyze the information contained in the genomes of the selected bacterial strains isolated from D. antarctica phyllosphere.
4.2. Materials and methods
4.2.1. Bacterial strains and DNA extraction
Culturable bacteria showing IRI activity (strains 15PA, 19PA, 20AA, 38PA, 28NM1, and 43NM1) isolated from D. antarctica phyllosphere by Cid et al. (2016a) were used in this study. Bacterial cells were routinely grown in Lysogeny Broth (LB) or NM1 culture media (Nakamura et al. 1995) for 48 h at 20 °C with gently shaking (100 rpm), and then collected by centrifugation at 2300×g for 5 min. Genomic DNA was extracted using the UltraClean Microbial DNA Isolation Kit (Mo-Bio Laboratories, Inc., USA) in accordance with the manufacturer’s instructions. Quantities of extracted DNA were measured with a standard DNA quantification curve using the Quant-iT™ PicoGreen dsDNA Assay kit (Thermo Fisher Scientific, Inc., USA), and the quality was assessed by measuring the A260/A280 absorbance ratio in a microtiter plate spectrophotometer
(Multiskan GO UV/Vis, Thermo Fisher Scientific, Inc., USA).
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Chapter 4.- Draft genome sequences of bacteria isolated from the Deschampsia antarctica phyllosphere 4.2.2. Genome sequencing, assembly, and taxonomic affiliation
Genome sequencing was performed using Nextera XT DNA Library Preparation Kit and Illumina MiSeq platform (Illumina Inc., San Diego, CA, USA) with paired-end strategy 2 × 300-bp reads as described by Ohnishi et al. (2014). The quality of the reads was checked and trimmed (Phred quality score > 15) with Trimmomatic version 0.3.2
(Bolger et al. 2014) and FASTQ (Andrews 2010) tools. A de novo assembly was carried out using A5-MiSeq pipeline (Coil et al. 2015). In this pipeline, BAsic
Ribosomal RNA Predictor (available at https ://githu b.com/tseem ann/barrn ap) and
HMMER (Wheeler and Eddy 2013) tools were used to predict the location of ribosomal
RNA genes and protein sequence homologs in genomes, respectively. In relation with the taxonomic assignment, identified 16S rRNA genes were compared with those deposited in the Ribosomal Database Project (https ://rdp.cme.msu.edu/) and by the
Basic Local Alignment Search Tool (BLAST; https ://blast .ncbi. nlm.nih.gov/Blast
.cgi) from the NCBI. All sequences were deposited in the Genbank/DDBJ/EMBL database under accession numbers from SRX2422488 to SRX2422493.
4.2.3. Genome analysis
The draft genome of the phyllospheric strains was annotated using the myRAST annotation server toolkit (http://rast.nmpdr .org/) (Brettin et al. 2015) and coding sequences were categorized using the SEED system (http://www.theseed.org), which organizes genes into functional categories (subsystems) based on their taxonomic assignment (Aziz et al. 2008). For comparative analysis, the genome sequences of two mesophilic and two psychrotolerant plant–soil associated strains were downloaded from
NCBI databases and used as reference genomes: (1) Pseudomonas protegens Pf5
(accession no. NC_004129), a well-known commensal bacterium that inhabits the
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Chapter 4.- Draft genome sequences of bacteria isolated from the Deschampsia antarctica phyllosphere rhizosphere of plants (Paulsen et al. 2005); (2) Pseudomonas sp. L10.10 (accession no.
NZ_CP012676), an Antarctic soil bacterium with a possible PGP role (See-Too et al.
2016); (3) Janthinobacterium sp. KBS0711 (accession no. NZ_LBCO01000000), a bacterium isolated from agricultural soil (Shoemaker et al. 2015); and (4)
Janthinobacterium sp. PAMC 25724 (accession no. CYSS01000000), a bacterium isolated from Alps mountain permafrost (Kim et al. 2012). The selection of reference genomes was mainly based on the relevance of strains as PGP bacteria. In addition, annotated functions associated with some gene involved in representative PGP traits, such as nutrient uptake (fixation and assimilation of N, organic P-hydrolyzing enzymes and K/P-solubilizing by organic acids), phytostimulator (production of phytohormones and ethylene control) and biocontrol [production of siderophores and hydrogen cyanide
(HCN)], were also analyzed with the sequenced genomes.
4.2.4. Ice recrystallization inhibition activity
A search for putative AFPs was carried out to find genes responsible for the IRI activity in the isolated strains. The putative AFP coding genes in the draft genomes were first searched using the TBLASTN tool (https ://blast .ncbi.nlm.nih.gov/Blast .cgi). A total of 36 experimentally verified AFP sequences from different organisms (fishes, arthropods, plants, fungi, algae, and bacteria) were downloaded from the Uniprot database (http://www.unipr ot.org/) (Table 1) and used as the query sequences. All
TBLASTN searches were run with stringent thresholds (E values from 0.1 to 0.0001).
Three CDSs (SC1-38PA, SC5-38PA, and SC68-43NM1) that showed partial alignments with known AFP sequences were considered as potential AFP fragments for further analysis. The nucleotide sequences were translated into amino acid sequences using the
ExPASy Translate tool (https ://www.expas y.org/). The local alignment algorithm tool
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Chapter 4.- Draft genome sequences of bacteria isolated from the Deschampsia antarctica phyllosphere LALIGN (Huang and Miller 1991; Altschul et al. 1997) from ExPASy
(http://embnet.vital -it.ch/softw are/LALIG N_form.html) was used to obtain the best alignment between the potential AFPs and known AFPs. The amino acid sequences of the potential AFPs were then subjected to a Protein BLAST search (BLASTP; https://blast .ncbi.nlm.nih.gov/Blast .cgi) using the non-redundant protein sequences
(nr) database from December 2016. In addition, a direct search of putative AFP coding genes in draft genomes was also done using the Web CD-Search Tool (https
://www.ncbi.nlm.nih.gov/Struc ture/cdd/wrpsb .cgi) and iAFP-Ense (http://www.jci- bioin fo.cn/iAFP-Ense), which is a recently released, sequence-based ensemble classifier for identifying AFP using pseudo-amino acid compositions (Xiao et al. 2016).
It is noteworthy to mention that iAFP-Ense predictor uses the same database from
Kandaswamy et al. (2011) which is based on 481 putative AFPs, including 221 nonredundant AFP sequences taken from Pfam database (Sonnhammer et al. 1997),
AFP-like proteins obtained through PSI-BLAST search (Altschul et al. 1997), and AFP- like proteins inferred from homology. This database includes non-AFPs with sequence similarity to AFPs, resulting in a decrease in the AFP prediction accuracy and overestimating AFP matches in our data. Therefore, we used our own database based on sequence found in Table 1. The presence of the DUF3494 domain in draft genomes of phyllospheric strains was also analyzed. First, the HMM (Hidden Markov Model)
(Johnson et al. 2010) profile of DUF3494 domain was downloaded from Pfam database
(http://pfam.xfam.org/) and HMMER version 3.1b2 software was used to search for sequence homologues in sequence databases with an E value of 10. In addition, a direct search for the DUF3494 domain in draft genomes was also done using Web CD-Search tool as mentioned above.
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Chapter 4.- Draft genome sequences of bacteria isolated from the Deschampsia antarctica phyllosphere
Table 4.1. Known antifreeze proteins used in the search for potential AFP coding genes in the draft genomes of phyllospheric strains
Organism/Order Species name Accession Termed as ‡ Reference Fishes Perciformes Myoxocephalus Scorpius P04367 AFP Type I Kwan et al. 2005 Myoxocephalus aenaeus P20421 AFP Type I Chakrabartty et al. 1988 Hemitripterus americanus P05140 AFP Type II Gronwald et al. 1998 Zoarces americanus P19614 AFP Type III Hew et al. 1988 Zoarces americanus P07457 AFP Type III Li et al. 1985 Lycodichthys dearborni P35753 AFP Type III Li et al. 1985 Pachycara brachycephalum P12100 AFP Type III Cheng and DeVries 1989 Anarhichas lupus P12416 AFP Type III Scott et al. 1988 Lycodes polaris P24028 AFP Type III Sönnichsen et al. 1996 Paralichthys olivaceus Q8JI37 AFP Type IV Lee and Kim 2016 Myoxocephalus P80961 AFP Type IV Zhao et al. 1998 Pleuronectiformes Pleuronectes americanus B1P0S1 AFP Type I Marshall et al. 2004 Pleuronectes americanus P04002 AFP Type I Hew et al. 1986 Limanda ferruginea P09031 AFP Type I Scott et al. 1987 Osmeriformes Osmerus mordax Q01758 AFP Type II Ewart et al. 1992 Arthropods Coleoptera Tenebrio molitor O16119 THP/AFP Graham et al. 1997 Dendroides canadensis Q9NCR2 AFP Andorfer and Duman Rhagium inquisitor E5LR38 AFP Hakim et al. 2013 Collembola Hypogastrura harveyi Q38PT6 6.5 kDa AFP Graham and Davies 2005 Hypogastrura harveyi D7PBP2 15.7 kDa AFP Mok et al. 2010 Lepidoptera Choristoneura fumiferana Q9BJW7 AFP Qin et al. 2007 Calanoida Stephos longipes B8Y5Y6 AFPa Kiko 2010 Stephos longipes B8Y5Y7 AFPb Kiko 2010 Plants Apiales Daucus carota O82438 AFP Meyer et al. 1999 Poales Secale cereale A0A182BS IRI Pihakaski-Maunsbach et Lolium perenne B5T007R3 IRI Middleton et al. 2012 Fungi Leucosporidiales Leucosporidium sp. AY30 C7F6X3 AFP Lee et al. 2012a Thelephorales Typhula ishikariensis Q76CE6 AFP Hoshino et al. 2003 Kriegeriales Glaciozyma antarctica D0EKL2 AFP Hashim et al. 2013 Algae Naviculales Navicula glaciei Q108N3 IBP Janech et al. 2006 Chaetocerotales Chaetoceros neogracile D2DLE1 AFP Gwak et al. 2010 Bacteria Pseudomonadales Pseudomonas putida Q68VA9 AFP Muryoi et al. 2004 Alteromonadales Colwellia sp. SLW0 A5XB26 IBP Raymond et al. 2007 Oceanospirillales Marinomonas primoryensis A1YIY3 AFP Garnham et al. 2011 Flavobacteriales Flavobacteriaceae bacterium B3GGB1 IBP Raymond et al. 2008 Flavobacterium frigoris PS1 H7FWB6 AFP Do et al. 2014 AFP antifreeze protein, THP thermal hysteresis protein, IRIP ice recrystallization inhibition protein, IBP ice-binding protein, a Accession number in UniProt database (http://www.unipr ot.org/).
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Chapter 4.- Draft genome sequences of bacteria isolated from the Deschampsia antarctica phyllosphere A search for genes connected to INPs was also conducted based on the sequences analyzed by Cid et al. (2016b). This search was carried out by checking the annotated genes downloaded from the myRAST server.
4.3. Results
4.3.1. Genome sequencing and taxonomic assignment
The summary of the genome sequencing and taxonomic assignments is listed in Table
2. The general genome stats suggest that genome sizes range from 5.6 to 6.3 Mbp with
58–63% guanine–cytosine (G + C) content. With respect to the taxonomic affiliation analysis, 5 of 6 strains showed a high sequence identity (99%) to members belonging to the Pseudomonas genus (Pseudomonas frederiksbergensis 19PA, Pseudomonas poae
20AA, Pseudomonas brassicacearum 38PA, Pseudomonas mandelii 28NM1, and
Pseudomonas lini 43NM1), mostly of strains isolated from bulk and rhizosphere soils. It is noteworthy that the strains P. poae 20AA and P. brassicacearum 38PA are closely related to strains described as disease-suppressive and PGP bacteria, respectively. On the other hand, only one strain showed a high sequence identity (99%) with a soil bacterium belonging to the Janthinobacterium genus (Janthinobacterium lividum
15PA).
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Chapter 4.- Draft genome sequences of bacteria isolated from the Deschampsia antarctica phyllosphere
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Chapter 4.- Draft genome sequences of bacteria isolated from the Deschampsia antarctica phyllosphere 4.3.2. Genome analyses
The functional categorization and abundance of 27 subsystem-coding genes from draft genomes of the phyllospheric Pseudomonas and Janthinobacterium strains are shown in
Figure 4.1. As revealed by the SEED system, all strains showed similar distribution patterns of genes involved in the different subsystems; however, differences in the abundance of genes were observed. The mesophilic reference strain P. protegens Pf5 presented a higher number of categorized genes in comparison with sequenced phyllospheric strains (Figure 4.1a). In contrast, three sequenced phyllospheric strains
(P. lini 43NM1, P. mandelii 28NM1, and P. poae 20AA) showed a higher number of categorized genes (3883, 4087, and 4210 genes, respectively) in comparison with psychrotolerant Pseudomonas sp. L10.10 (3708 genes). Similarly, the analysis in J. lividum 15PA (~ 3282 genes) revealed a lower number of categorized genes compared with the mesophilic reference strain Janthinobacterium sp. KBS0711 (3467 genes), but higher than the psychrotolerant strain Janthinobacterium sp. PAMC 25724 (2971 genes)
(Figure 4.1b).
In terms of macronutrients metabolism, no striking differences among C metabolism gene abundance were found (Figure 4.2a, b). It is worth noting that, however, the remarkable differences in gene abundance related to N metabolism (Figure
4.2c, d). The lowest number of genes connected to N metabolism was in P. frederiksbergensis 19PA, which were only related to the ammonia assimilation subsystem. Interestingly, four of five phyllospheric strains showed the presence of genes associated with assimilation of nitrate and nitrite. These genes were absent in both reference Pseudomonas strains. In addition, only P. poae 20AA showed genes involved in denitrification. In the Janthinobacterium strains, genes associated with
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Chapter 4.- Draft genome sequences of bacteria isolated from the Deschampsia antarctica phyllosphere
Figure 4.1. Abundance and functional categorization of total coding-genes in the draft genomes of phyllospheric Pseudomonas (a) and Janthinobacterium (b) strains as revealed by the SEED system. The reference Pseudomonas (Pf5 and L10.10) and Janthinobacterium (KBS0711and
PAMC25724) strains are shown on the left side of each graph, followed by the sequenced strains (43NM1, 38PA, 28NM1, 20AA, 19PA and 15PA).
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Chapter 4.- Draft genome sequences of bacteria isolated from the Deschampsia antarctica phyllosphere denitrification were present in reference strains but not in J. lividum 15PA. In relation with phosphorous (P) metabolism, greater differences were observed between the analyzed strains (Figure 4.2e, f). The lowest number of genes related to P metabolism was found in the strains P. frederiksbergensis 19PA and P. brassicacearum 38PA (54 and 51 genes), mostly due to the lack of subsystems connected with phosphonate metabolism. Instead, a higher abundance of genes related to alkylphosphonate utilization was found.
In relation with genes involved in stress response, all strains showed a similar distribution pattern of genes in the different subcategories among all strains (Figure
4.3). In Pseudomonas strains, all sequenced phyllospheric strains showed a higher abundance of genes compared with the Antarctic reference strain Pseudomonas sp.
L10.10 (Figure 4.3a), mostly due to a higher abundance of subsystems involved in oxidative stress and osmotic stress (Figure. 4.3a). Similarly, J. lividum 15PA showed a higher abundance of genes, mostly due to a high abundance of genes connected to oxidative stress, compared with the two Janthinobacterium reference strains (Figure
4.3b). Genes related to the cold shock protein subsystem were found in both sequenced and reference strains, and a slightly higher number of genes were observed in
Pseudomonas compared to the Janthinobacterium strains.
4.3.3. Genes related to PGP traits
The presence of coding genes associated with PGP traits in the draft genomes of phyllospheric strains is shown in Table 3. In all analyzed strains, genes associated with nutrient uptake (N and P) and synthesis of indole acetic acid phytohormones were found. Genes associated with 1-aminocyclopropane-1-carboxylate (ACC) deaminase activity and pyoverdine production were found in all sequenced Pseudomonas strains,
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Chapter 4.- Draft genome sequences of bacteria isolated from the Deschampsia antarctica phyllosphere
Figure 4.2. Abundance of coding-genes associated with carbon (a and b), nitrogen (c and d) and phosphorus (e and f) metabolism in the draft genomes of phyllospheric Pseudomonas (a, c and e) and Janthinobacterium (b, d and f) strains, as revealed by the SEED system. The reference Pseudomonas (Pf5 and L10.10) and Janthinobacterium (KBS0711 and PAMC25724) strains are presented on the left side of each graph, followed by the sequenced strains (43NM1,
38PA, 28NM1, 20AA, 19PA and 15PA).
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Chapter 4.- Draft genome sequences of bacteria isolated from the Deschampsia antarctica phyllosphere but not in the sequenced Janthinobacterium strain. Similarly, genes involved in the production of malic and gluconic acids were also found in all sequenced Pseudomonas strains but not in the sequenced Janthinobacterium strain. N2 fixation structural gene
(NifA) was only found in P. mandelii 28NM1. It is noteworthy that P. poae 20AA and
P. frederiksbergensis 19PA contained the most PGP traits compared to the references strains P. protegens Pf5 and Pseudomonas sp. L10.10, which have been used as a system to study PGP bacteria that prevent plant diseases and improve plant growth, respectively.
4.3.4. Genes related to ice recrystallization inhibition activity
Analysis of the genome sequences using known AFPs in a TBLASTN search resulted in
14 matches. All of these matches are listed in Supplementary Table 4.1. The matches numbered ‘1-2’ and ‘3-6’ occurred between the known AFP from Pseudomonas putida
GR12-2 (accession no. Q68VA9) and the sequences from P. brassicacearum 38PA in scaffold number 1 (SC1-38PA) and scaffold number 5 (SC5-38PA), respectively
(Supplementary Figure 4.1a and 4.1b). The matches numbered 7-14 occurred between the AFP from Marinomonas primoryensis (accession no. A1YIY3) and sequences from
P. lini 43NM1 in scaffold number 68 (SC68-43NM1) (Supplementary Figure 4.1c and
4.1d). It is noteworthy that the matches are located away from the ice-binding region of the M. primoryensis AFP (Supplementary Figure 4.1c).
The scaffolds SC1-38PA, SC5-38PA, and SC68-43NM1 were selected and used for further AFP analysis. The corresponding sequence was extracted from SC1-38PA, and translating it into their amino acid sequences, BLASTP analysis showed a significant sequence identity (77% identity with 99% coverage) with gene encoding 5′ nucleotidase in Pseudomonas syringae (accession no. WP_032630596). The myRAST
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Chapter 4.- Draft genome sequences of bacteria isolated from the Deschampsia antarctica phyllosphere
Figure 4.3. Abundance of encoded-genes associated with stress response in draft genomes of phyllospheric Pseudomonas (a) and Janthinobacterium (b) strains as revealed by the SEED system. The reference Pseudomonas (Pf5 and L10.10) and Janthinobacterium (KBS0711 and
PAMC25724) strains are presented on the left side of each graph, followed by the sequenced strains (43NM1, 38PA, 28NM1, 20AA, 19PA and 15PA).
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Chapter 4.- Draft genome sequences of bacteria isolated from the Deschampsia antarctica phyllosphere annotation assigned the sequence from SC1-38PA as an alkaline phosphatase (EC
3.1.3.1). With respect to SC5-38PA, BLASTP analysis of the translated amino acid sequence showed similarity (81% identity with 94% coverage) with a hypothetical protein from P. syringae (accession no. WP_050507307) and a lectin from
Pseudomonas asturiensis (67% identity with 94% coverage) accession no.
WP_073171779). Through myRAST annotation, no functional assignment was suggested. The BLASTP results of the amino acid sequence from SC68-43NM1 showed similarity (95% identity with 100% coverage) with a type I secretion system protein (C- terminal target domain) from Pseudomonas prosekii (accession no. SDS25709). The same function was found using myRAST annotation, which assigned this sequence as a type I secretion system (T1SS secreted agglutinin RTX). However, when the three scaffolds selected as putative AFPs were directly analyzed by the iAFP-Ense, these fragments were positively predicted to be AFPs. Finally, none of the draft genomes of phyllosphere strains analyzed had a match with the DUF3494 domain using two different search strategies (HMMER and Web CD-Search tool).
In relation with genes associated with INPs, it is important to mention that all sequenced Pseudomonas strains presented InaA genes. Genes connected to INPs were not found in the Janthinobacterium strain.
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Chapter 4.- Draft genome sequences of bacteria isolated from the Deschampsia antarctica phyllosphere
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Chapter 4.- Draft genome sequences of bacteria isolated from the Deschampsia antarctica phyllosphere
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Chapter 4.- Draft genome sequences of bacteria isolated from the Deschampsia antarctica phyllosphere 4.4. Discussion
The genome sequence analysis revealed the presence of Pseudomonas and
Janthinobacterium strains with genome sizes ranging from 5.6 to 6.3 Mbp and 58–63%
G + C contents. The sizes and G + C contents are similar to those previously reported for Antarctic Pseudomonas and Janthinobacterium strains, such as Pseudomonas sp. strain KG01 (6.3 Mbp; 60.1% G + C) (Pavlov et al. 2015), P. putida strain ATH-43 (5.8
Mbp; 61.5% G + C) (Rodríguez-Rojas et al. 2016), and Janthinobacterium sp. Ant5-2-1
(6.1 Mbp; 62.5% G + C) (Koo et al. 2016). Pseudomonas and Janthinobacterium, among other genera (Agrobacterium, Burkholderia, Clavibacter, Leifsonia, Pantoea,
Xanthomonas, Sphingomonas, Methylobacterium, Bacillus, Massilia, and
Arthrobacter), have been described as typical inhabitants of plant phyllospheres
(Vorholt 2012; Rastogi et al. 2013; Jackson et al. 2013; Perazzolli et al. 2014). In
Antarctic plants, metagenomic studies based on 16S rRNA genes have shown that
Burkholderia (Proteobacteria), Bifidobacterium (Actinobacteria), Arcobacter
(Proteobacteria), and Faecalibacterium (Firmicutes) as dominant genera in the rhizospheres of D. antarctica and C. quitensis (Jorquera et al. 2016). However,
Pseudomonas was the dominant group in the phyllosphere of D. antarctica as revealed by DGGE technique, using also 16S rRNA genes as the target (Cid et al. 2016a). The taxonomic assignment showed that the strains 20AA and 38PA were close relative to the PGP bacteria Pseudomonas poae RE*1-1-14 (Mota et al. 2017) and Pseudomonas brassicacearum NFM421 (Ortet et al. 2011). In addition, putative PGP bacteria associated with the roots of native plants grown in extreme ecosystems have previously been reported by Acuña et al. (2016) and Jorquera et al. (2014), suggesting possibility of their contribution to survival and adaptation of plants under harsh conditions. In relation with the functional subsystems (Figure 4.1a, b), the
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Chapter 4.- Draft genome sequences of bacteria isolated from the Deschampsia antarctica phyllosphere lower abundance of predicted/assigned genes in Antarctic phyllospheric isolates (4.9–
6.3 Mbp) compared to mesophilic P. protegens Pf5 could be explained by; (1) fewer annotations of genomes from psychrophilic or psychrotolerant microorganisms in the current databases and (2) the genome sizes, where P. protegens Pf5 has a bigger genome (7 Mbp) and was completely determined and annotated (Paulsen et al. 2005).
As for the genes related to macronutrient metabolism (C, N, and P), the differences in the categorized genes would be due to the local environmental conditions (Figure 4.2).
For example, the reference strain P. protegens Pf5 (isolated from the rhizosphere) harbored more genes related to C than the phyllospheric strains (Figure 4.2a, b). The rhizosphere is the plant compartment with the highest microbial activity, because root exudates represent a rapid and easy source of C and energy for the microorganisms
(Bertin et al. 2003; Lagos et al. 2014). In contrast, the phyllosphere is an oligotrophic environment with some “oases” of relatively abundant nutrient contents, such as glandular trichomes, plant cell junctions, etc. (Vorholt 2012; Bringel and Couée 2015).
Intriguingly, the higher abundance of genes associated with N metabolism was found in phyllospheric strains (Figure 4.2c, d). Phyllospheric bacteria have been suggested to be active diazotrophs and fulfill nitrogen requirements for their host (Fürnkranz et al.
2008). Interestingly, genes associated with nitrate/nitrite ammonification and denitrification were found in Pseudomonas strains used in this study. Denitrification and respiratory ammonification are two competing pathways used by bacteria (e.g.,
Shewanella loihica) under low and high carbon-to-nitrogen (C/N) ratios, respectively
(Yoon et al. 2015). Genes connected to ammonia assimilation suggest the ability of bacteria to assimilate N at a lower ammonia concentration (Burkovski 2003). In relation with P metabolism, a higher abundance of genes connected to alkylphosphonate utilization was found. Alkylphosphonates are organophosphorus compounds nowadays
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Chapter 4.- Draft genome sequences of bacteria isolated from the Deschampsia antarctica phyllosphere
Table 4.3. Summary of coding-genes associated with PGP mechanisms in draft genomes of phyllospheric strains.
Strains Pseudomonas Janthinobacterium Pf5† L10.10† 43NM1 28NM1 38PA 20AA 19PA KBS0711† PAMC25724 15PA † Uptake and fixation of Nitrogen Ammonia + + + + + + + + + + assimilation‡ NifA gene ‒ ‒ ‒ + ‒ ‒ ‒ + ‒ ‒
Ethylene control ACC deaminase + ‒ + + + + + ‒ ‒ ‒ activity
Synthesis of IAA phytohormone Indole-3-glycerol + + + + + + + + + + phosphate synthase Anthranilate + + + + + + + + + + phosphoribosyltransfer ase
Biocontrol Production of HCN + + + ‒ ‒ ‒ ‒ ‒ ‒ ‒ Production of + ‒ ‒ ‒ ‒ + ‒ ‒ ‒ ‒ Pyochelin Production of + + + + + + + ‒ ‒ ‒ Pyoverdine
Organic acids Oxalic acid ‒ ‒ ‒ ‒ ‒ ‒ ‒ ‒ ‒ ‒ Citric acid ‒ ‒ ‒ ‒ ‒ ‒ ‒ ‒ ‒ ‒ Malic acid + + + + + + + + + + Succinic acid ‒ ‒ ‒ ‒ ‒ ‒ ‒ ‒ ‒ ‒ Gluconic acid + + + + + + + + ‒ ‒
Uptake of organic phosphorus Phytase + + ‒ ‒ ‒ + + + ‒ + Acid phosphatase + + ‒ + + + + + + + Alkaline phosphatase + + + + + + + + + + Glucose-1-phosphatase ‒ + ‒ ‒ ‒ + ‒ ‒ ‒ ‒ Phosphoprotein + ‒ ‒ ‒ ‒ + + ‒ ‒ ‒ phosphatase Fructose-1,6- + + + + + + + + + + bisphosphatase †Reference strains.
‡Glutamate dehydrogenase, Glutamate synthase and Glutamine synthetase.
ACC: 1-aminocyclopropane-1-carboxilate; HCN: hydrogen cyanide; IAA: indole acetic acid; +: present: ‒: absent.
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Chapter 4.- Draft genome sequences of bacteria isolated from the Deschampsia antarctica phyllosphere widely employed in many industrial applications and household products as flame retardant, and also for pest control (Wang et al. 2016; Daughton et al. 1979). Recent studies have pointed to the global occurrence of organophosphorus compound even in remote regions of the world, which is linked to anthropogenic sources associated from the long-range transport of aerosols (Castro Jimenez et al. 2014). Genes connected with stress response showed similar abundance in mesophilic reference strains and the sequenced Antarctic strains (Figure 4.3). However, it is noteworthy that a major abundance of genes was connected to the oxidative stress response. Stress response is essential at low temperatures, since the solubility of gases increases, resulting in a higher concentration of reactive oxygen species and the potential for oxidative damage
(De Maayer et al. 2014). The second most abundant group of genes corresponded to osmotic stress. Solutes concentrations increase outside the cell as the result of ice formation, leading to an osmotic gradient across the cell membrane (Mindock et al.
2001). This effect is counteracted by the synthesis of compatible solutes (Cowan et al.
2014). However, it is necessary to mention that our functional analysis compared few relative reference strains and draft genomes, which might have been lost genes during their sequencing and analysis; therefore, future comparative genomic studies should consider a higher number of reference strains, including other taxa and revised genome drafts. Bacteria harboring PGP traits in plant roots growing in extreme ecosystems have previously been reported, suggesting their possible contribution to survival and adaptation of plants to harsh conditions (Suyal et al. 2014), and their possible application in agriculture as bioinoculant to promote plant growth has also been addressed (Banerjee et al. 2017; Jorquera et al. 2014; Viscardi et al. 2016). In this context, Sun et al. (1995) isolated an AFP-producing strain (P. putida GR12-2) from the root of plants grown in the high Arctic, and assays demonstrated its capability to
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Chapter 4.- Draft genome sequences of bacteria isolated from the Deschampsia antarctica phyllosphere
Figure 4.4. Phylogenetic analysis of 36 known antifreeze proteins sequences present in different taxa as reported in the Uniprot database (see also Table 1). The amino acid sequences were aligned using Mega 7.0 software (http://www.megasoftware.net/) (Kumar et al. 2016) and the UPGMA tree was constructed using Geneious 8.4.1, and interpreted using FigTree software
(http://tree.bio.ed.ac.uk/software/figtree/). Domain DUF3494 detected by SMART web server is shown in the graph with asterisks (*). The colored branches indicate the corresponding taxa.
Red: fishes, blue: arthropods, green; plants, light blue: fungi, yellow: algae and purple: bacteria.
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Chapter 4.- Draft genome sequences of bacteria isolated from the Deschampsia antarctica phyllosphere to promote the root elongation of canola plants grown at a low temperature (5 °C).
Recently, an Arthrobacter agilis strain L77, isolated from subglacial lake in Himalayas, exhibit PGP attributes as well as production of exopolysaccharides and antifreeze compounds (Yadav et al. 2015). The genome analysis of this strain revealed its metabolic versatility with candidate genes coding for hydrolytic enzymes and cold shock proteins (Singh et al. 2016). However, the possible contribution of phyllospheric bacteria to improving the growth and/ or mitigating the stress of plants has not been thoroughly studied. Our results showed the presence of genes encoding several PGP traits in the genomes of sequenced strains (Table 4.3). The ACC deaminase, for example, is an enzyme widely studied as way to increase stress tolerance in plants
(Martínez-Viveros et al. 2010; Glick 2015; Hassan et al. 2015). Bacteria with the ability to degrade ACC have been isolated from diverse plants in extreme environments, and their inoculation has resulted in a higher growth of plants exposed to abiotic stress
(Inostroza et al. 2016; Jorquera et al. 2012; Mayak et al. 2014a and b). Genes connected to indole acetic acid (IAA) phytohormone such as indole- 3-glycerol phosphate synthase and anthranilate phosphoribosyl transferase were also found in all sequenced strains
(Table 4.3). Auxins, such as IAA, are by far the most common and best studied phytohormones, and have been shown to increase the surface area and length of roots, thereby providing plants greater access to soil nutrients (Glick 2012; See-Too et al.
2016). The production by bacteria of low-molecular-weight organic acids, such as gluconic and malic acids, has also been widely studied. Their benefit in nutrient uptake by plants from P- and K-insoluble forms has been proven in several studies (Jones
1998; Vyas and Gulati 2009). In addition, genes associated with the production of hydrogen cyanide (HCN) were only found in P. lini 43NM1. The production of HCN has been described in Proteobacteria, and mostly involves the suppression of fungal and
85
Chapter 4.- Draft genome sequences of bacteria isolated from the Deschampsia antarctica phyllosphere bacterial soil borne pathogens (Blumer and Haas 2000). However, variable results with in vivo and in vitro assays have led to contradictory conclusions regarding the effective role of HCN as a plant–pathogen biocontrol (Michelsen and Stougaard 2012; Reetha et al. 2014). Similarly, the presence of genes connected to the production of siderophores in sequenced strains was also observed. Siderophores are low-molecular weight compounds that are produced under iron-limiting conditions to chelate ferric iron
(Fe+3), and serve as vehicles for the transport of this nutrient into bacterial cells
(Buysens et al. 1996). Siderophores have also been associated with the plant–pathogen biocontrol by bacteria in the rhizosphere through iron competition (Haas and Défago
2005; Paulsen et al. 2005). Therefore, the beneficial effect of phyllospheric bacteria on the growth and stress tolerance of Antarctic plants should be considered in future studies as well as their biotechnological application in agriculture and other fields, as was suggested by Cid et al. (2016b). The presence of AFP genes in the sequenced genomes could not be confirmed, despite the presence of IRI activity. However, three partial alignments with known bacterial AFPs were found. The scaffolds SC1-38PA and
SC5-38PA contained sequences that aligned with the known AFP from P. putida GR12-
2 (Supplementary Table 4.1 and Supplementary Figure 4.1), an extracellular protein rich in glycine and alanine containing carbohydrate and lipid moieties, with a molecular mass of 164 ± 15 kDa and an isoelectric point of 5.3 (Xu et al. 1998). Sequences analysis showed also that a hemolysin-like, calcium-binding secretion domain is one of the possible secretion mechanisms for this protein. The scaffold SC68-43NM1 contained sequences that aligned with a known AFP from M. primoryensis, but the region of similarity that was detected is located away from the ice-binding region
(Supplementary Table 4.1 and Supplementary Figure 4.1c). This AFP from M. primoryensis is an exceptionally large multi-domain ice adhesin protein (1.5 MDa) that
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Chapter 4.- Draft genome sequences of bacteria isolated from the Deschampsia antarctica phyllosphere contains an ice-binding site in a 322-amino acids segment with 13 tandem 19-amino acids repeats (Garnham et al. 2011). When the amino acid sequence of the three selected scalfolds (SC1-38PA, SC5-38PA, and SC68-43NM1) were analyzed by BLASTP and
MyRAST, no direct link with any known AFP was found. In contrast, iAFP-Ense suggested that the amino acid sequence in the selected scaffolds can be classified as part of an antifreeze protein. However, this analysis is only theoretical and highly dependent on the AFP sequence database used. Experimental proof (a recombinant AFP assay) is required to confirm that the IRI activity of our isolates is due to the putative AFP genes we identified. In addition, as shown in Figure 4.4, the existence of few and diverse AFP sequences makes it difficult to search and predict for AFPs through gene analysis.
Therefore, our inability to detect AFPs with high similarity with known AFPs suggests that the current database does not provide adequate coverage of bacterial AFPs, particularly in isolates from pristine environments such as the Antarctic. It is important to highlight that sequences containing the domain DUF3494, present in 12 of the 36 known AFP sequences in this tree, were distributed together in one cluster (shown with asterisks in Figure 4.4). This domain has recently been associated with epiphytic bacteria of an Antarctic moss with antifreeze activity (Raymond 2015; Davies 2016).
The two isoforms (a and b) of the AFP described in the arthropod Stephos longipes were found together in this branch close to AFP sequences from bacteria such as Colwellia sp. These sequences were also closely distributed with AFP from algae such as
Navicula glaciei and Chaetoceros neogracile, and fungi such as Typhula ishikariensis.
The ice-binding site from Typhula ishikariensis AFP (TisAFP), for example, has been proposed to be the flattest portion of an irregular β-helix that lies alongside a α-helix
(Kondo et al. 2012). A similar sequence has been found in Leucosporidinium sp., which also contains the DUF3494 domain (Kondo et al. 2012; Lee et al. 2012a and b). The
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Chapter 4.- Draft genome sequences of bacteria isolated from the Deschampsia antarctica phyllosphere distribution of DUF3494 in different taxa has been suggested to have occurred by horizontal gene transfer (Kiko 2010). In this sense, it is important to mention that genomes of organisms from less explored habitats such as the phyllosphere of Antarctic plants could contain novel protein sequences, which have not been described and deposited in databases so far (Yang et al. 2001; Martínez-Rosales et al. 2012). With regard to INPs, only sequences related to InaA genes were found in all sequenced
Pseudomonas strains. Intriguingly, InaA genes have only been previously described in
Erwinia ananas, responsible for frost injury in tea plants (Abe et al. 1989), maize
(Miller et al. 2016), and fruits such as melon (Bruton et al. 1991; Kido et al. 2008). The work from Abe et al. (1989) describes InaA proteins as similar but not identical to InaW and InaZ genes reported in Pseudomonas syringae and P. fluorescens, respectively.
However, INP-related genes in Janthinobacterium have not been described so far.
4.5. Conclusions
The sequencing and analysis of genomes provide valuable insights into the ecological role and biotechnological potential of bacteria. In this study, genome sequencing of phyllospheric bacteria with ice recrystallization inhibition activity isolated from vascular Antarctic plant (Deschampsia antarctica) revealed the presence of five
Pseudomonas and one Janthinobacterium strains. The sequencing analysis also revealed the presence of diverse plant growth-promoting traits (nutrient uptake, phytohormone production and pathogen biocontrol) in most of the sequenced strains. With respect to ice recrystallization inhibition activity, despite the detection of partial alignments in the genome of two sequenced strains with known bacterial antifreeze proteins, proof of encoded genes of antifreeze proteins in the genomes has not yet been demonstrated. Our inability to detect antifreeze proteins in sequenced genomes can be attributed to few and
88
Chapter 4.- Draft genome sequences of bacteria isolated from the Deschampsia antarctica phyllosphere unknown antifreeze proteins in the current public database. Therefore, greater efforts are required to experimentally confirm and characterize the presence of gene involved in ice recrystallization inhibition activity in the genome of phyllospheric bacteria from
D. antarctica. In the same sense, the role of phyllospheric bacteria on the growth, adaptation, and survival of Antarctic plants also needs to be addressed and confirmed in future investigations.
Acknowledgements:
This study was financed with funds from Chilean Antarctic Institute-INACH (code
RT_02_16), The National Fund for Scientific and Technological Development-
FONDECYT (No. 1160302) and The National Commission for Scientific and
Technological Research-CONICYT (Code USA2013-0010 and MEC no. 80140015).
This work was supported by the Ministry of Education, Culture, Sports, Science and
Technology in Japan or Japan Society for the Promotion of Science under Grants-in-Aid for Scientific Research (KAKENHI) (Grant Numbers
16H05830/16H05501/16H01782/16H02767); Kurita Water and Environment
Foundation Grant; Ichiro Kanehara Foundation Scholarship Grant for Research in Basic
Medical Sciences and Medical Care; Senri Life Science Foundation Kishimoto Grant; and Japan Agency for Medical Research and Development (AMED), and also by
National Science and Engineering Research Council of Canada (NSERC). F. Cid thanks to the doctor scholarships awarded by INACH (Code DT_01-13), CONICYT (No.
21140534), MECESUP FRO1204 and La Frontera University.
89
Chapter 5
General discussion
Chapter 5.- General discussion
5. General discussion
IBPs such as AFPs and INPs have been found in organisms that live at subzero and near-zero temperatures (Davies 2014). AFPs act by binding to ice crystals causing
TH and IRI (Lorv, Rose and Glick2014). TH is a non-colligative effect defined by a difference between the freezing and melting points of a solution (Raymond and
DeVries1977). In IRI, AFPs prevent the generation of large ice crystals by boundary migration of smaller ice crystals (Yuet al.2010). INPs on the contrary, induces ice formation at high subzero temperatures (Lindow, Arny and Upper1982; Lee, Warren and Gusta1995).
As revealed in our review, both IBPs are being applied in biotechnological processes such as medicine and the food industry. For example, recombinant AFPs from fish are used in the industry to improve food preservation during freezing (Fletcher et al.
1997; Yeh, Kao and Peng 2009). Recombinant AFPs from the yeast Leucosporidium sp. have been applied in laboratory level to improve the cryopreservation of red blood cells
(Lee et al. 2012). The production of needle-like ice crystals at high AFP concentration
(≥5mg ml−1), has been also assayed in cryosurgery to favor the ablation of undesirable cells (Koushafar and Rubinsky1997). Only fish AFPs however, have been successfully used in the ablation of subcutaneous rat tumor cell lines at laboratory level (Muldrew et al. 2001). In the industry INPs are used for the production of artificial snow (Cochet and
Widehem2000). In agriculture however, frost sensitive plants can be affected by the occurrence of INP-producing bacteria, which induce ice formation, causing damages and dehydration in plant cells (Lindow, Arny and Upper1982; Cambours et al.2005).
Among the applications in agriculture, the use of INP-producing bacteria antagonists and AFPs-producing bacteria (or their AFPs) have been suggested as a
91
Chapter 5.- General discussion strategy to prevent frost damages in crops (Cid et al. 2016b). The use of PGP bacteria however, is also addressed here as the most promising mechanism. In experimental assays, the inoculation of seeds with P. putida GR12-2 isolated from the rhizosphere of
Canadian high Arctic plants, resulted in an increase in root elongation in spring and winter canola plantlets grown at 5°C (Sun et al. 1995). In addition, epiphytic bacteria living on the phyllosphere of plants, have also been found to colonize intercellular and apoplast spaces in leaves (Lindow and Brandl 2003), thus the inoculation of AFP- producing epiphytic bacteria could be applied to reduce frost damages in sensitive plants. This possibility is supported by the finding that AFPs isolated from fish have been experimentally demonstrated to inhibit the ice-nucleation activity of an INP- producing E. herbicola, a common organism inhabiting the phyllosphere of plants
(Parody-Morreale et al. 1988). Similar results were found using type III AFP, which inhibited ice nucleation process by adsorbing onto both the surface of growing ice nuclei, and dust particles (Du et al. 2003).
It is widely known that plant-associated microbial communities, in this case inhabitants from the phyllosphere, play different roles related to nutrient cycling, plant health and productivity. Thus, microbial communities, as plant holobionts, have important effects in their host ecology and evolution (Laforest-Lapointe et al. 2017). In this context, the bacterial communities associated with the phyllosphere of
Deschampsia antarctica plant has to be considered a source of novel bacterial IBPs or
PGP bacteria. Bacterial community composition was assessed by DGGE (16S rRNA gene) and the profiles obtained revealed differences in bacterial communities in the D. antarctica phyllosphere among the different plants and collection sites. Variations of bacterial communities in the phyllosphere between different vegetables (spinach, celery, rape, broccoli, and cauliflower) have previously been described by Yang et al. (2001).
92
Chapter 5.- General discussion
High variability was found in bacterial community composition among Pinus trees, as described by pyrosequencing (16S rRNA gene) (Redford et al.2010). High diversity of bacterial composition was also detected in the phyllosphere of the leaf canopy of a tropical Atlantic forest (Lambais et al.2006). One of the more intriguing findings of this study is that the microbial communities varied substantially between different Antarctic locations. Some theories postulate that environments select their colonizers, meaning that local conditions regulate the abundance, composition, and activity of their inhabitants (Perfumo and Marchant 2010). In a controlled greenhouse experiment, the spatial distribution of Arabidopsis thaliana showed similar bacterial community structure in closer plants (Maignien et al. 2014). Our results agree with this finding; however, more studies are required for confirmation, concluding that oceanic winds, rain, hailstones, and snow could be the most important mechanisms for dispersion of microorganisms in this area.
Detection of IRI by a spectrophotometric method showed 32 isolates (21% of isolates assayed) as positive. IRI activity has been shown to be a functional and cost effective mechanism for the preliminary detection of AFP activity within a solution
(Capicciotti et al. 2013). Moreover, the percentage (21 %) obtained of active IRI isolates in this study was higher than that previously described by Gilbert et al. (2004)
(10 %) for putative AFP-producing isolates from an Antarctic lake. The presence of IRI activity in this bacteria however, does not mean that these are the dominant group in the bacterial community on the phyllosphere of D. antarctica and it does not ensure that bacterial IRI activity is expressed on leaf surfaces. The IRI effect has mostly been related to freezing tolerance, as it maintains ice crystals at a small, likely harmless size
(Do et al. 2014). A different theory points out that proteins secreted into the surrounding environment having IRI activity, favors formation of water channels (water pockets)
93
Chapter 5.- General discussion through which bacteria could obtain nutrients and divide (Raymond 2011; Raymond and Kim2012). In this thesis work, crude protein extract corresponded to intracellular proteins and proteins bound to cell membrane. This analysis allowed us to conclude also, that this technique could be applied as a rapid and cheap method for testing IRI activity.
After the two complete bacterial genome sequences were published in 1995, the study of bacteria has dramatically changed and the use of third-generation DNA sequencing has made possible to completely sequence a bacterial genome in a few hours
(Land et al. 2015). Sequencing of bacterial genome is currently a standard procedure, and the information from tens of thousands of bacterial genomes and the ability to identify, characterize and compare genome sequences has had a major impact on our views of the bacterial world. Thus, this thesis also focused on the genome sequencing of bacteria showing experimentally IRI activity (Cid et al. (2016a) and isolated from
Deschampsia antarctica phyllosphere, including the search for putative AFP sequences and PGP mechanisms by bioinformatic tools.
The draft genome sequencing data revealed the presence of five Pseudomonas
(strains 19PA, 20AA, 38PA, 28NM1, and 43NM1) and one Janthinobacterium strain
(15PA). Similarities and differences between the occurrence and abundance of genes associated with nutrient metabolisms, stress response, and PGP mechanisms were found by comparing genome sequences with the genome sequences downloaded from NCBI databases of two mesophilic and two psychrotolerant plant-soil associated strains. Some of the most remarkable differences were for example, the lower abundance of genes connected C metabolism in the phyllosphere strains. This difference has been attributed in this work to phyllosphere as an oligotrophic environment with some “oases” of relatively abundant nutrient contents (such as glandular trichomes, plant cell junctions,
94
Chapter 5.- General discussion etc.) (Vorholt 2012; Bringel and Couée 2015). In the same sense, genes connected to ammonia assimilation, present in high abundance in all phyllosphere strains, suggest the ability of these bacterium to assimilate N at a lower ammonia concentration (Burkovski
2003). Respect to P metabolism, a higher abundance of genes connected to alkylphosphonate utilization were found, which suggests that these bacteria have the ability to obtain P from alternative sources. Alkylphosphonates are organophosphorus compounds nowadays widely employed in many industrial applications and household products as flame retardant and also used for pest control (Wang et al. 2016; Daughton et al. 1979).
All strains also showed encoded-genes associated with PGP mechanisms in their draft genomes (Cid et al. 2018). PGP mechanisms have been described in bacteria to facilitate nutrient acquisition and uptake by plant, provide defense against pathogens and insects and/or modulate plant hormone levels and contribute to ameliorate stress in plants (Glick 2012; Glick 2015). In this sense, all phyllosphere Pseudomonas strains contained genes for ACC deaminase activity. Bacteria with the ability to degrade ACC have been isolated from diverse plants in extreme environments, and their inoculation have resulted in a higher growth of plants exposed to abiotic stresses (Jorquera et al.
2012; Jorquera et al. 2014; Mayak et al. 2014a; Mayak et al. 2014b). All phyllosphere strains also contained genes for the synthesis of phytohormones such as indole acetic acid (IAA) shown experimentally to increase the surface area and length of roots, thereby providing plants a greater access to soil nutrients (Glick 2012; See-Too et al.
2016). Despite the presence of AFP genes could not be confirmed, three partial alignments with known bacterial AFPs were found. These sequences aligned with the
AFP from P. putida GR12-2 Q68VA9 which is a protein secreted to the growth media, rich in glycine and alanine containing carbohydrate and lipid moieties (Xu et al. 1998).
95
Chapter 5.- General discussion
P. putida GR12-2 was isolated from the rhizosphere of Canadian high Arctic plants and has been shown experimentally to promote root elongation of both spring and winter canola grown at 5°C (Sun et al. 1995).
It is noteworthy that after checking the information on IBPs in databases, it was possible to observe that few phenotypically verified IBP have been deposited in public databases and most of IBP-like proteins are noted as ‘putative’, but their activities have not been confirmed so far. In the review of this thesis, one of conclusions was focused on the scarce information related to IBPs in nature. Therefore, our inability to detect
IBPs in genome sequences of phyllosphere was clearly limited by scarce information of bacterial IBPs in public databases. Thus, major efforts are required to improve our knowledge regarding IBPs present in bacterial world and their application in biotechnology.
96
Chapter 6
General conclusions and perspectives
Chapter 6.- General conclusions and perspectives
6. General conclusions and perspectives
The potential use of ice nucleation proteins (INPs)-producing bacterial antagonists and antifreezing proteins (AFPs)-producing bacteria (or their AFPs) in different fields was revised, revealing to be a very attractive strategy as biotechnological tools in agriculture to prevent frost damage in crops.
Analysis of the bacterial communites in the phyllosphere of Deschampsia antarctica, showed differences in bacterial communities between Antartic locations, where members of Pseudomonadales and Rhizobiales order were dominant. Ice recrystallization inhibition (IRI) activity detection was standardized and achieved through a spectrophotometer analysis in which a total of 32 (21 %) crude protein extracts from phyllosphere isolates showed significantly higher absorbance compared with the control protein extract from E. coli JM109.
Genome sequencing of culturable bacteria isolated from D. antarctica phyllosphere showing IRI activity revealed the presence of five Pseudomonas and one
Janthinobacterium strain. Functional analysis of genome sequencing also revealed the presence of genes connected to nutrient metabolisms, stress response and plant-growth promoting mechanisms. These genetic traits could be relevant for adaptation and survival of Antarctic plants and also could be exploited for the development of new strategies to promote plant growth and favor plant tolerance against frost events in agriculture.
The low number and high diversity of known AFPs, as well as our inability to detect AFPs in genome sequences from phyllosphere isolates, using modern bioinformatic tools, revealed that the current database is too small to provide adequate coverage of bacterial AFPs, particularly in isolates from pristine environments such as
98
Chapter 6.- General conclusions and perspectives the Antarctica. Further analysis is required to confirm and characterize the presence of
AFPs encoded in the genome of phyllosphere bacteria showing IRI activity from D. antarctica.
This thesis work is the first approach conducted to analyze the bacterial community that inhabit the phyllosphere of a plant living in an extreme environment such as the Antarctica. And it is also the first attempt to search for putative AFP coding- genes in bacteria isolated from the phyllosphere of D. antarctica plant, as alternative to prevent frost damage in agriculture.
99
.
Chapter 7
References
Chapter 7.- References
7. References
Abe K, Watabe S, Emori Y, et al (1989) An ice nucleation active gene of Erwinia
ananas. Sequence similarity to those of Pseudomonas species and regions required
for ice nucleation activity. FEBS Lett 258:297–300.
Acuña JJ, Durán P, Lagos LM, et al (2016) Bacterial alkaline phosphomonoesterase in
the rhizospheres of plants grown in Chilean extreme environments. Biol Fertil
Soils 52:763–773.
Alberdi M, Bravo LA, Gutiérrez A, et al (2002) Ecophysiology of Antarctic vascular
plants. Physiol Plant 115:479–486.
Altschul SF, Madden TL, Schäffer AA, et al (1997) Gapped BLAST and PSI-BLAST:a
new generation of protein database search programs. Nucleic Acids Res 25:3389–
3402.
Amir G, Rubinsky B, Kassif Y, et al (2003) Preservation of myocyte structure and
mitochondrial integrity in subzero cryopreservation of mammalian hearts for
transplantation using antifreeze proteins—an electron microscopy study. Eur J
Cardio-thoracic Surg 24:292–297.
Anchordoguy T, Rudolph A, Carpenter J, Crowe J (1987) Modes of interaction of
cryoprotectants with membrane phospholipids during freezing. Cryobiology
24:324–331.
Andorfer CA, Duman JG (2000) Isolation and characterization of cDNA clones
encoding antifreeze proteins of the pyrochroid beetle Dendroides canadensis. J
Insect Physiol 46:365–372.
101
Chapter 7.- References
Andrews S (2010) FastQC: a quality control tool for high throughput sequence data.
Aziz RK, Bartels D, Best AA, et al (2008) The RAST Server: rapid annotations using
subsystems technology. BMC Genomics 9:1–15.
Bailey T, Williams N, Misleh C, Li W (2006) MEME: discovering and analyzing DNA
and protein sequence motifs. Nucleic Acids Res 34:369–373.
Banerjee A, Bareh DA, Joshi SR (2017) Native microorganisms as potent bioinoculants
for plant growth promotion in shifting agriculture (Jhum) systems. J Soil Sci Plant
Nutr 17:127–140.
Banik A, Mukhopadhaya S, Dangar T (2015) Characterization of N2-fixing plant
growth promoting endophytic and epiphytic bacterial community of Indian
cultivated and wild rice (Oryza spp.) genotypes. Planta 243:799–812.
Berg G, Grube M, Schloter M, Smalla K (2014) Unraveling the plant microbiome:
looking back and future perspectives. Front Microbiol 5:1–7.
Berlec A (2012) Novel techniques and findings in the study of plant microbiota: Search
for plant probiotics. Plant Sci 193–194:96–102.
Bertin C, Yang X, Weston LA (2003) The role of root exudates and allelochemicals in
the rhizosphere. Plant Soil 256:67–83.
Bidle KD, Lee S, Marchant DR, Falkowski PG (2007) Fossil genes and microbes in the
oldest ice on Earth. Proc Natl Acad Sci U S A 104:13455–13460.
Blumer C, Haas D (2000) Mechanism, regulation, and ecological role of bacterial
cyanide biosynthesis. Arch Microbiol 173:170–177.
Bodenhausen N, Horton M, Bergelson J (2013) Bacterial communities associated with
102
Chapter 7.- References
the leaves and the roots of Arabidopsis thaliana. PLoS One 8:1–9.
Bolger AM, Lohse M, Usadel B (2014) Trimmomatic: A flexible trimmer for Illumina
sequence data. Bioinformatics 30:1–7.
Borges LE, Lopes F (2008) Phylloepiphytic interaction between bacteria and different
plant species in a tropical agricultural. Can J Microbiol 54:918–931.
Bravo LA, Griffith M (2005) Characterization of antifreeze activity in Antarctic plants.
J Exp Bot 56:1189–1196.
Brettin T, Davis JJ, Disz T, et al (2015) RASTtk: A modular and extensible
implementation of the RAST algorithm for building custom annotation pipelines
and annotating batches of genomes. Sci Rep 5:8365.
Brighigna L, Montaini P, Favilli F, Cabarez A (1992) Role of the nitrogen-fixing
bacterial microflora in the epiphytism of Tillandsia (Bromeliaceae). Am J Bot
79:723–727.
Bringel F, Couée I (2015) Pivotal roles of phyllosphere microorganisms at the interface
between plant functioning and atmospheric trace gas dynamics. Front Microbiol
6:1–14.
Brush RA, Griffith M, Mlynarz A (1994) Characterization and Quantification of
lntrinsic Ice Nucleators in Winter Rye (Secale cereale) Leaves. Plant Physiol
104:725–735.
Bruton BD, Wells JM, Lester GE, Patterson CL (1991) Pathogenicity and
characterization of Erwinia ananas causing a postharvest disease of cantaloup fruit.
Plant Dis 75:180–183.
103
Chapter 7.- References
Budke C, Heggemann C, Koch M, et al (2009) Ice recrystallization kinetics in the
presence of synthetic antifreeze glycoprotein analogues using the framework of
LSW theory. J Phys Chem 113:2865–2873.
Bulgarelli D, Schlaeppi K, Spaepen S, et al (2013) Structure and functions of the
bacterial microbiota of plants. Annu Rev Plant Biol 64:807–38.
Burke M, Lindow S (1990) Surface properties and size of the ice nucleation site in ice
nucleation active bacteria: theoretical considerations. Cryobiology 27:80–84.
Burkovski A (2003) Ammonium assimilation and nitrogen control in Corynebacterium
glutamicum and its relatives: An example for new regulatory mechanisms in
actinomycetes. FEMS Microbiol Rev 27:617–628.
Buysens S, Heungens K, Poppe J, Hofte M (1996) Involvement of pyochelin and
pyoverdin in suppression of pythium-induced damping-off of tomato by
Pseudomonas aeruginosa 7NSK2. Appl Environ Microbiol 62:865–871.
Cambours M, Nejad P, Granhall U, Ramstedt M (2005) Frost-related dieback of
willows. Comparison of epiphytically and endophytically isolated bacteria from
different Salix clones, with emphasis on ice nucleation activity, pathogenic
properties and seasonal variation. Biomass and Bioenergy 28:15–27.
Capicciotti CJ, Doshi M, Ben RN (2013) Ice recrystallization inhibitors: from biological
antifreezes to small molecules. In: Wilson P (ed) Recent Developments in the
study of recrystallization. Rijeka-Croatia, pp 177–224
Castrillo LA, Rutherford ST, Lee RE, Lee MR (2001) Enhancement of ice-nucleating
activity in Pseudomonas fluorescens and its effect on efficacy against
overwintering colorado potato beetles. Biol Control 21:27–34.
104
Chapter 7.- References
Castro Jimenez J, Casal P, Gonzalez Gaya B, et al (2014) Organophosphate ester (OPE)
flame retardants and plasticizers in the open Mediterranean and Black seas
atmosphere. Environ Sci Technol 76:364–367.
Cavicchioli R, Charlton T, Ertan H, et al (2011) Biotechnological uses of enzymes from
psychrophiles. Microb Biotechnol 4:449–60.
Cavieres L, Sáez P, Sanhueza C, et al (2016) Ecophysiological traits of Antarctic
vascular plants: their importance in the responses to climate change. Plant Ecol
217:343–358.
Chakrabartty A, Hew L, Shears M, Fletcher G (1988) Primary structures of the alanine-
rich antifreeze polypeptides from grubby sculpin, Myoxocephalus aenaeus. Can J
Zool 66:403–408.
Cheng CHC, DeVries AL (1989) Structures of antifreeze peptides from the antarctic eel
pout, Austrolycicthys brachycephalus. Biochim Biophys Acta 997:55–64.
Chevalier RF, Hoogenboom G, McClendon RW, Paz JO (2012) A web-based fuzzy
expert system for frost warnings in horticultural crops. Environ Model Softw
35:84–91.
Christner BC, Morris CE, Foreman CM, et al (2008) Ubiquity of biological ice
nucleators in snowfall. Science (80- ) 319:1214.
Cid FP, Inostroza NG, Graether SP, et al (2016a) Bacterial community structures and
ice recrystallization inhibition activity of bacteria isolated from the phyllosphere of
the Antarctic vascular plant Deschampsia antarctica. Polar Biol 40:1319–1331.
Cid FP, Maruyama F, Murase K, et al (2018) Draft genome sequences of bacteria
105
Chapter 7.- References
isolated from the Deschampsia antarctica phyllosphere. Extremophiles 22:537–
552. doi: 10.1007/s00792-018-1015-x
Cid FP, Rilling JI, Graether SP, et al (2016b) Properties and biotechnological
applications of ice binding proteins in bacteria. FEMS Microbiol Ecol 363:1–12.
Clarke KR (1993) Non-parametric multivariate analyses of changes in community
structure. Aust J Ecol 18:117–143.
Clarke RK, Somerfield PJ, Gorley RN (2008) Testing of null hypotheses in exploratory
community analyses: similarity profiles and biota-environment linkage. J Exp Mar
Bio Ecol 366:56–69.
Cochet N, Widehem P (2000) Ice crystallization by Pseudomonas syringae. Appl
Microbiol Biotechnol 54:153–161.
Coil D, Jospin G, Darling A (2015) A5-miseq: An updated pipeline to assemble
microbial genomes from Illumina MiSeq data. Bioinformatics 31:587–589.
Cowan DA, Makhalanyane TP, Dennis PG, Hopkins DW (2014) Microbial ecology and
biogeochemistry of continental antarctic soils. Front Microbiol 5:1–10.
D’Elia T, Veerapaneni R, Rogers SO (2008) Isolation of microbes from Lake Vostok
accretion ice. Appl Environ Microbiol 74:4962–4965.
Daugherty PS (2007) Protein engineering with bacterial display. Curr Opin Struct Biol
17:474–80.
Daughton C, Cook A, Alexander M (1979) Bacterial Conversion of Alkylphosphonates
to Natural Products via Carbon-Phosphorus Bond Cleavage. J Agric Food Chem
27:1375–1382.
106
Chapter 7.- References
Davies PL (2016) Antarctic moss is home to many epiphytic bacteria that secrete
antifreeze proteins. Environ Microbiol Rep 8:1–2.
Davies PL (2014) Ice-binding proteins: a remarkable diversity of structures for stopping
and starting ice growth. Trends Biochem Sci 39:548–555.
De Maayer P, Anderson D, Cary C, Cowan DA (2014) Some like it cold: Understanding
the survival strategies of psychrophiles. EMBO Rep 15:508–517.
DeVries AL, Wohlschlag DE (1969) Freezing Resistance in some Antarctic fishes.
Science (80- ) 163:1073–1075.
Do H, Kim S-J, Kim H, Lee J (2014) Structure-based characterization and antifreeze
properties of a hyperactive ice-binding protein from the Antarctic bacterium
Flavobacterium frigoris PS1. Biol Crystallogr 70:1061–1073.
Doxey A, Yaish M, Griffith M, Mcconkey B (2006) Ordered surface carbons
distinguish antifreeze proteins and their ice-binding regions. Nat Biotechnol
24:852–855.
Du N, Liu XY, Hew CL (2003) Protein Structure and Folding : Ice Nucleation
Inhibition: Mechanism of antifreeze by antifreeze protein. J Biol Chem
278:36000–36004.
Duman J, Olsen T (1993) Thermal hysteresis protein activity in bacteria, fungi and
phylogenetically diverse plants. Cryobiology 30:322–328.
Duman JG (2001) Antifreeze and ice nucleator proteins in terrestrial arthropods. Annu
Rev Physiol 63:327–357.
Dunnett CW (1955) A multiple comparison procedure for comparing several treatments
107
Chapter 7.- References
with a control. J Am Stat Assoc 50:1096–1121.
El Amrani A, Dumas AS, Wick LY, et al (2015) “Omics” Insights into PAH
Degradation toward Improved Green Remediation Biotechnologies. Environ Sci
Technol 49:11281–11291.
Ercolani G (1991) Distribution of epiphytic bacteria on olive leaves and the Influence of
Leaf Age and Sampling Time. Microb Ecol 21:35–48.
Ewart KV, Rubinsky B, Fletcher GL (1992) Structural and functional similarity
between fish antifreeze proteins and calcium-dependent lectins. Biochem Biophys
Res Commun 185:335–340.
Feeney RE, Yeh Y (1998) Antifreeze proteins : Current status and possible food uses.
Trend Food Sci Technol 9:102–106.
Feller G (2013) Psychrophilic Enzymes: From Folding to Function and Biotechnology.
Scientifica (Cairo) 2013:1–28.
Feller G, Gerday C (2003) Psychrophilic enzymes: hot topics in cold adaptation. Nature
1:200–208.
Fletcher G, Hew C, Joshi S, Wu Y (1997) Antifreeze polipeptide expressing
microorganisms useful in fermentation and freezing of foods. Pat. 5676985 1–6.
Fürnkranz M, Wanek W, Richter A, et al (2008) Nitrogen fixation by phyllosphere
bacteria associated with higher plants and their colonizing epiphytes of a tropical
lowland rainforest of Costa Rica. ISME J 2:561–570.
Garnham CP, Campbell RL, Davies PL (2011) Anchored clathrate waters bind
antifreeze proteins to ice. Proc Natl Acad Sci U S A 108:7363–7367.
108
Chapter 7.- References
Garnham CP, Gilbert JA, Hartman CP, et al (2008) A Ca2+ dependent bacterial
antifreeze protein domain has a novel beta-helical ice-binding fold. Biochem J
411:171–180.
Garnham CP, Nishimiya Y, Tsuda S, Davies PL (2012) Engineering a naturally inactive
isoform of type III antifreeze protein into one that can stop the growth of ice.
FEBS Lett 586:3876–81.
Gavini F, Mergaert J, Beji A, et al (1989) Transfer of Enterobacter agglomerans
(Beijerinck 1888) Ewing and Fife 1972 to Pantoea gen . nov . as Pantoea
agglornerans comb . nov . and Description of Pantoea dispersa sp . nov . Int J Syst
Bacteriol 39:337–345.
Geisel N (2011) Constitutive versus responsive gene expression strategies for growth in
changing environments. PLoS One 6:e27033.
Gerighausen U, Brautigam K, Mustafa O, Hans-Ulrich P (2003) Expansion of vascular
plants on an Antarctic island a consequence of climate change? In: Huiskes AHL,
Gieskes WWC, Rozema J, et al. (eds) Antarctic Biology in a Global Context.
Blackhuys, Leiden, pp 79–83
Gilbert JA, Davies PL, Laybourn-Parry J (2005) A hyperactive, Ca2+-dependent
antifreeze protein in an Antarctic bacterium. FEMS Microbiol Lett 245:67–72.
Gilbert JA, Hill PJ, Dodd CER, Laybourn-Parry J (2004) Demonstration of antifreeze
protein activity in Antarctic lake bacteria. Microbiology 150:171–180.
Glick B (2012) Plant growth-promoting bacteria: mechanisms and applications.
Scientifica (Cairo) 2012:1–15.
109
Chapter 7.- References
Glick BR (2015) Beneficial plant-bacterial interactions. Springer, Switzerland
Goh YS, Tan IKP (2012) Polyhydroxyalkanoate production by Antarctic soil bacteria
isolated from Casey station and Signy island. Microbiol Res 167:211–219.
Govindarajan AG, Lindow SE (1988) Size of bacterial ice-nucleation sites measured in
situ by radiation inactivation analysis. Proc Natl Acad Sci U S A 85:1334–1338.
Graether S, Jia Z (2001) Modeling Pseudomonas syringae ice-nucleation protein as a
beta-helical protein. Biophys J 80:1169–1173.
Graether SP, Kuiper MJ, Walker VK, et al (2000) β-Helix structure and ice-binding
properties of a hyperactive antifreeze protein from an insect. Nature 406:325–328.
Graether SP, Sykes BD (2004) Cold survival in freeze-intolerant insects: the structure
and function of beta-helical antifreeze proteins. FEBS 271:3285–3296.
Graham LA, Davies PL (2005) Glycine-rich antifreeze proteins from snow fleas.
Science (80- ) 310:461.
Graham LA, Liou Y, Walker VK, Davies PL (1997) Hyperactive antifreeze protein
from beetles. Nature 388:727–728.
Griffith M, Ala P, Yang DSC, et al (1992) Antifreeze protein produced endogenously in
winter rye leaves. Plant Physiol 100:593–596.
Gronwald W, Loewen C, Lix B, et al (1998) The solution structure of type II antifreeze
protein reveals a new member of the lectin family. Biochemistry 37:4712–4721.
Guo S, Garnham CP, Whitney JC, et al (2012) Re-evaluation of a bacterial antifreeze
protein as an adhesin with ice-binding activity. PLoS One 7:e48805.
110
Chapter 7.- References
Gurian-Sherman D, Lindow SE (1992) Ice nucleation and its application. Curr Opin
Biotechnol 3:303–306.
Gwak IG, sic Jung W, Kim HJ, et al (2010) Antifreeze protein in antarctic marine
diatom, Chaetoceros neogracile. Mar Biotechnol 12:630–639.
Haas D, Défago G (2005) Biological control of soil-borne pathogens by fluorescent
pseudomonads. Nat Rev Microbiol 3:307–19.
Hakim A, Nguyen JB, Basu K, et al (2013) Crystal structure of an insect antifreeze
protein and its implications for ice binding. J Biol Chem 288:12295–12304.
Hanada Y, Nishimiya Y, Miura A, et al (2014) Hyperactive antifreeze protein from an
Antarctic sea ice bacterium Colwellia sp . has a compound ice-binding site without
repetitive sequences. FEBS J 281:3576–3590.
Hashim NHF, Bharudin I, Nguong DLS, et al (2013) Characterization of Afp1, an
antifreeze protein from the psychrophilic yeast Glaciozyma antarctica PI12.
Extremophiles 17:63–73.
Hassan W, Hussain M, Bashir S, et al (2015) ACC-deaminase and/or nitrogen fixing
rhizobacteria and growth of wheat ( Triticum Aestivum L .). J Soil Sci Plant Nutr
15:232–248.
Hébraud M, Potier P (1999) Cold shock response and low temperature adaptation in
psychrotrophic bacteria. J Mol Microbiol Biotechnol 1:211–219.
Helmke E, Weyland H (1995) Bacteria in sea ice and underlying water of the eastern
Weddell Sea in midwinter. Mar Ecol Prog Ser 117:269–287.
Hew CL, Wang NC, Joshi S, et al (1988) Multiple genes provide the basis for antifreeze
111
Chapter 7.- References
protein diversity and dosage in the ocean pout, Macrozoarces americanus. J Biol
Chem 263:12049–12055.
Hew CL, Wang NC, Yan S, et al (1986) Biosynthesis of antifreeze polypeptides in the
winter flounder. Characterization and seasonal occurrence of precursor
polypeptides. Eur J Biochem FEBS 160:267–272.
Hirano S, Upper C (1989) Diel variation in population size and ice nucleation activity of
Pseudomonas syringae on snap bean leaflets. Appl Environ Microbiol 55:623–630.
Hirano SS, Charkowski a O, Collmer A, et al (1999) Role of the Hrp type III protein
secretion system in growth of Pseudomonas syringae pv. syringae B728a on host
plants in the field. Proc Natl Acad Sci U S A 96:9851–9856.
Hirano SS, Christen DU (2000) Bacteria in the leaf ecosystem with emphasis on
Pseudomonas syringae-a pathogen, ice nucleus, and epiphyte. Microbiol Mol Biol
Rev 64:624–653.
Hirano Y, Nishimiya Y, Matsumoto S, et al (2008) Hypothermic preservation effect on
mammalian cells of type III antifreeze proteins from notched-fin eelpout.
Cryobiology 57:46–51.
Hoshino T, Kiriaki M, Ohgiya S, et al (2003) Antifreeze proteins from snow mold
fungi. Can J Bot 81:1175–1181.
Houf K, Zutter L, Van Hoof J, Vandamme P (2002) Assessment of the genetic diversity
among arcobacters isolated from poultry products by using two PCR-based typing
methods assessment of the genetic diversity among arcobacters isolated from
poultry products by using two PCR-based typing methods. Appl Environ Microbiol
68:2172–2178.
112
Chapter 7.- References
Huang X, Miller W (1991) A Time-Efficient , Linear-Space Similarity Algorithm. Adv
Appl Math 357:337–357.
Inostroza NG, Barra PJ, Wick LY, et al (2016) Effect of rhizobacterial consortia from
undisturbed arid- and agro-ecosystems on wheat growth under different conditions.
Lett Appl Microbiol 64:158–163.
Iwamoto T, Tani K, Nakamura K, et al (2000) Monitoring impact of in situ
biostimulation treatment on groundwater bacterial community by DGGE. FEMS
Microbiol Ecol 32:129–141.
Jackson CR, Randolph KC, Osborn SL, Tyler HL (2013) Culture dependent and
independent analysis of bacterial communities associated with commercial salad
leaf vegetables. BMC Microbiol 13:274.
Janech MG, Krell A, Mock T, et al (2006) Ice-binding proteins from sea ice diatoms
(Bacillariophyceae)1. J Phycol 42:410–416.
Jing T, Gao X, Wang P, et al (2009) Determination of trace tetracycline antibiotics in
foodstuffs by liquid chromatography-tandem mass spectrometry coupled with
selective molecular-imprinted solid-phase extraction. Anal Bioanal Chem
393:2009–2018.
Johnson LS, Eddy SR, Portugaly E (2010) Hidden Markov model speed heuristic and
iterative HMM search procedure. BMC Bioinformatics 11:431.
Joly M, Attard E, Sancelme M, et al (2013) Ice nucleation activity of bacteria isolated
from cloud water. Atmos Environ 70:392–400.
Jones DL (1998) Organic acids in the rhizosphere - A critical review. Plant Soil 205:25–
113
Chapter 7.- References
44.
Jorquera MA, Maruyama F, Ogram A V, et al (2016) Rhizobacterial Community
Structures Associated with Native Plants Grown in Chilean Extreme
Environments. Microb Ecol 72:1–14.
Jorquera MA, Shaharoona B, Nadeem SM, et al (2012) Plant Growth-Promoting
Rhizobacteria Associated with Ancient Clones of Creosote Bush (Larrea
tridentata). Microb Ecol 64:1008–1017.
Jorquera M, Inostroza N, Lagos L, et al (2014) Bacterial community structure and
detection of putative plant growth-promoting rhizobacteria associated with plants
grown in Chilean agro-ecosystems and undisturbed ecosystems. Biol Fertil Soils
50:1141–1153.
Kandaswamy K, Chou K, Martinetz T, et al (2011) AFP-Pred: A random forest
approach for predicting antifreeze proteins from sequence-derived properties. J
Theor Biol 270:56–62.
Kawahara H (2008) Cryoprotectants and ice-binding proteins. In: Margesin R, Schinner
F, Marx JC, Gerday C (eds) Psychrophiles: from Biodiversity to Biotechnology.
Springer Berlin Heidelberg, Berlin Heidelberg, pp 229–246
Kawahara H, Iwanaka Y, Higa S, et al (2007) A novel, intracellular antifreeze protein in
an antarctic bacterium, Flavobacterium xanthum. Cryo Letters 28:39–49.
Kawahara H, Nakano Y, Omiya K, et al (2004) Production of two types of ice crystal-
controlling proteins in Antarctic bacterium. J Biosci Bioeng 98:220–223.
Kawai M, Matsutera E, Kanda H, et al (2002) 16S ribosomal DNA-based analysis of
114
Chapter 7.- References
bacterial diversity in purified water used in pharmaceutical manufacturing
processes by PCR and denaturing gradient gel electrophoresis. Appl Environ
Microbiol 68:699–704.
Kido K, Adachi R, Masaru H, et al (2008) Internal fruit rot of netted melon caused by
Pantoea ananatis (Erwinia ananas) in Japan. J Gen Plant Pathol 74:302–312.
Kiko R (2010) Acquisition of freeze protection in a sea-ice crustacean through
horizontal gene transfer? Polar Biol 33:543–556.
Kim SJ, Shin SC, Hong SG, et al (2012) Genome sequence of Janthinobacterium sp.
strain PAMC 25724, isolated from alpine glacier cryoconite. J Bacteriol 194:2096–
2096.
Kinkel L, Wilson M, Lindow S (2000) Plant species and plant incubation conditions
influence variability in epiphytic bacterial population size. Microb Ecol 39:1–11.
Kishimoto T, Yamazaki H, Saruwatari A, et al (2014) High ice nucleation activity
located in blueberry stem bark is linked to primary freeze initiation and adaptive
freezing behavior of the bark. AoB Plants 6:1–17.
Knief C, Delmotte N, Chaffron S, et al (2012) Metaproteogenomic analysis of microbial
communities in the phyllosphere and rhizosphere of rice. ISME J 6:1378–1390.
Kondo H, Hanada Y, Sugimoto H, et al (2012) Ice-binding site of snow mold fungus
antifreeze protein deviates from structural regularity and high conservation. Proc
Natl Acad Sci 109:9360–9365.
Kontogiorgos V, Regand A, Yada RY, Goff HD (2007) Isolation and characterization of
ice structuring proteins from cold-acclimated winter wheat grass extract for
115
Chapter 7.- References
recrystallization inhibition in frozen foods. J Food Biochem 31:139–160.
Koo H, Strope BM, Kim EH, et al (2016) from Proglacial Lake Podprudnoye in the
Schirmacher Oasis of East. Genome Announc 4:1–2.
Koushafar H, Rubinsky B (1997) Effect of antifreeze proteins on frozen primary
prostatic adenocarcinoma cells. Urology 49:421–425.
Kristiansen E, Ramløv H, Højrup P, et al (2011) Structural characteristics of a novel
antifreeze protein from the longhorn beetle Rhagium inquisitor. Insect Biochem
Mol Biol 41:109–117.
Kuhn E (2012) Toward Understanding Life Under Subzero Conditions: The
Significance of Exploring Psychrophilic “Cold-Shock” Proteins. Astrobiology
12:1078–1086.
Kumar S, Stecher G, Tamura K (2016) MEGA7: Molecular Evolutionary Genetics
Analysis version 7.0 for bigger datasets. Mol Biol Evol 33:1–5.
Kwak M, Haeyoung J, Madhaiyan M, et al (2014) Genome Information of
Methylobacterium oryzae , a Plant-Probiotic Methylotroph in the Phyllosphere.
PLoS One 9:e106704.
Kwan AHY, Fairley K, Anderberg PI, et al (2005) Solution structure of a recombinant
type I sculpin antifreeze protein. Biochemistry 44:1980–1988.
Laforest-Lapointe I, Paquette A, Messier C, Kembel SW (2017) Leaf bacterial diversity
mediates plant diversity and ecosystem function relationships. Nature 546:145–
147.
Lagos LM, Navarrete OU, Maruyama F, et al (2014) Bacterial community structures in
116
Chapter 7.- References
rhizosphere microsites of ryegrass (Lolium perenne var. Nui) as revealed by
pyrosequencing. Biol Fertil Soils 50:1253–1266.
Lambais MR, Crowley DE, Cury JC, et al (2006) Bacterial diversity in tree canopies of
the Atlantic forest. Science 312:1917.
Land M, Hauser L, Jun S-R, et al (2015) Insights from 20 years of bacterial genome
sequencing. Funct Integr Genomics 15:141–61.
Lee J, Park K, Park S, et al (2010a) An extracellular ice-binding glycoprotein from an
Arctic psychrophilic yeast. Cryobiology 60:222–228.
Lee JH, Park AK, Do H, et al (2012a) Structural basis for antifreeze activity of ice-
binding protein from arctic yeast. J Biol Chem 287:11460–11468.
Lee JK, Kim HJ (2016) Cloning, expression, and activity of type IV antifreeze protein
from cultured subtropical olive flounder (Paralichthys olivaceus). Fish Aquat Sci
19:1–7.
Lee JK, Park KS, Park S, et al (2010b) An extracellular ice-binding glycoprotein from
an Arctic psychrophilic yeast. Cryobiology 60:222–228.
Lee M h, Lee S (2013) Bioprospecting potential of the soil metagenome: novel enzymes
and bioactivities. Genomics Inform 11:114–120.
Lee R, Warren G, Gusta L (1995) Biological ice nucleation and its applications.
American Phytopathological Society, St. Paul, Minnesota
Lee RE, Castrillo LA, Lee MR, et al (2001) Using ice nucleating bacteria to reduce
winter survival of Colorado potato beetles, development of a novel strategy for
biological control. In: Denlinger DL, Giebultowicz JM, Saunders DS (eds) Insect
117
Chapter 7.- References
timing: circadian rhythmicity to seasonality, 2001st edn. Elsevier Science B.V.,
New York, pp 213–227
Lee SG, Koh HY, Lee JH, et al (2012b) Cryopreservative effects of the recombinant
ice-binding protein from the arctic yeast Leucosporidium sp. on red blood cells.
Appl Biochem Biotechnol 167:824–834.
Levin Z, Yankofsky SA, Pardes D, Magal M (1986) Possible application of bacterial
condensation freezing to artificial rainfall enhancement. J Clim Appl Meteorol
26:1188–1197.
Li XM, Trinh KY, Hew CL, et al (1985) Structure of an antifreeze polypeptide and its
precursor from the ocean pout, Macrozoarces americanus. J Biol Chem
260:12904–12909.
Li YH, Liu QF, Liu Y, et al (2011) Endophytic bacterial diversity in roots of Typha
angustifolia L. in the constructed Beijing Cuihu wetland (China). Res Microbiol
162:124–131.
Lindow S (1983a) The role of bacterial ice nucleation in frost injury to plants. Annu
Rev Phytopathol 21:363–384.
Lindow S (1983b) The role of bacterial ice nucleation in frost injury to plants.
Phytopathology 21:363–384.
Lindow SE (1984) Methods of preventing frost injury caused by epiphytic ice
nucleation active bacteria.pdf. Plant Dis 67:327–333.
Lindow SE (1987) Competitive exclusion of epiphytic bacteria by competitive
exclusion of epiphytic bacteria by ice- pseudomonas syringae mutants. Appl
118
Chapter 7.- References
Environ Microbiol 53:2520–2527.
Lindow SE, Arny DC, Upper CD (1982) Bacterial ice nucleation: a factor in frost injury
to plants. Plant Physiol 70:1084–1089.
Lindow SE, Arny DC, Upper CD (1978) Erwinia herbicola : A bacterial ice nucleus
active in increasing frost injury to corn. Phytopathology 68:523–527.
Lindow SE, Brandl MT (2003) Microbiology of the phyllosphere. Appl Environ
Microbiol 69:1875–1883.
Liou Y, Tocilj A, Davies P, Jia Z (2000) Mimicry of ice structure by surface hydroxyls
and water of a beta-helix antefreeze protein. Nature 406:322–324.
Loeschcke A, Thies S (2015) Pseudomonas putida—a versatile host for the production
of natural products. Appl Microbiol Biotechnol 99:6197–6214.
Lorv JS, Rose DR, Glick BR (2014) Bacterial ice crystal controlling proteins.
Scientifica (Cairo) 2014:1–20.
Maignien L, DeForce EA, Chafee ME, et al (2014) Ecological succession and stochastic
variation in the assembly of Arabidopsis thaliana phyllosphere communities. MBio
5:1–10.
Margaritis A, Bassi AS (1991) Principles and biotechnological applications of bacterial
ice nucleation. Crit Rev Biotechnol 11:277–295.
Marshall C, Fletcher G, Davies P (2004) Hyperactive antifreeze protein in a fish. Nature
429:153.
Martínez-Rosales C, Fullana N, Musto H, Castro-Sowinski S (2012) Antarctic DNA
moving forward: Genomic plasticity and biotechnological potential. FEMS
119
Chapter 7.- References
Microbiol Lett 331:1–9.
Martínez-Viveros O, Jorquera MA, Crowley DE, et al (2010) Mechanisms and Practical
Considerations Involved in Plant Growth Promotion By Rhizobacteria. J soil Sci
plant Nutr 10:293–319.
Martsolf JD, Gerber JF, Chen EY, et al (1984) What do satellite and other data suggest
about past and future Florida Freezes? Florida State Hortic Soc 97:17–21.
Mayak S, Tirosh T, Glick BR (2014a) Plant growth-promoting bacteria confer
resistance in tomato plants to salt stress. Plant Physiol Biochem 42:565–572.
Mayak S, Tirosh T, Glick BR (2014b) Plant growth-promoting bacteria that confer
resistance to water stress in tomatoes and peppers. Plant Sci 166:525–530.
Meyer K, Keil M, Naldrett M (1999) A leucine-rich repeat protein of carrot that exhibits
antifreeze activity. FEBS Lett 447:171–178.
Michelsen CF, Stougaard P (2012) Hydrogen cyanide synthesis and antifungal activity
of the biocontrol strain Pseudomonas fluorescens In5 from Greenland is highly
dependent on growth medium. Can J Microbiol 58:381–390.
Michigami Y, Watabe S, Abe K, et al (1994) Cloning and sequencing of an ice
nucleation active gene of Erwinia uredevora. Biosci Biotechnol Biochem 58:762–
764.
Middleton AJ, Brown AM, Davies PL, Walker VK (2009) Identification of the ice-
binding face of a plant antifreeze protein. FEBS Lett 583:815–819.
Middleton AJ, Marshall CB, Faucher F, et al (2012) Antifreeze protein from freeze-
tolerant grass has a beta-roll fold with an irregularly structured ice-binding site. J
120
Chapter 7.- References
Mol Biol 416:713–724.
Miller AM, Figueiredo JEF, Linde GA, et al (2016) Characterization of the inaA gene
and expression of ice nucleation phenotype in Pantoea ananatis isolates from maize
white spot disease. Genet Mol Res 15:1–8.
Mindock CA, Petrova MA, Hollingsworth RI (2001) Re-evaluation of osmotic effects
as a general adaptative strategy for bacteria in sub-freezing conditions. Biophys
Chem 89:13–24.
Mok YF, Lin FH, Graham LA, et al (2010) Structural basis for the superior activity of
the large isoform of snow flea antifreeze protein. Biochemistry 49:2593–2603.
Morris C, Sands D, Vinatzer B, et al (2008) The life history of the plant pathogen
Pseudomonas syringae is linked to the water cycle. ISME J 2:321–334.
Mota MS, Gomes CB, Souza Júnior IT, Moura AB (2017) Bacterial selection for
biological control of plant disease: criterion determination and validation. Brazilian
J Microbiol 48:62–70.
Muldrew K, Rewcastle J, Donnelly BJ, et al (2001) Flounder antifreeze peptides
increase the efficacy of cryosurgery. Cryobiology 42:182–189.
Muryoi N, Sato M, Kaneko S, et al (2004) Cloning and expression of afpA, a gene
encoding an antifreeze protein from the arctic plant growth-promoting
rhizobacterium Pseudomonas putida GR12-2. J Bacteriol 186:5661–5671.
Nakamura K, Hiraishi A, Yoshimi Y, et al (1995) Microlunatus phosphovorus gen.
nov., sp. nov., a new gram-positive polyphosphate-accumulating bacterium
isolated from activated sludge. Int J Syst Bacteriol 45:17–22.
121
Chapter 7.- References
Ohnishi N, Maruyama F, Ogawa H, et al (2014) Genome sequence of a Bacillus
anthracis outbreak strain from Zambia, 2011. Genome Announc 2:1–2.
Ortet P, Barakat M, Lalaouna D, et al (2011) Complete genome sequence of a beneficial
plant root-associated bacterium, Pseudomonas brassicacearum. J Bacteriol
193:3146.
Park H, Kim D (2015) Isolation and characterization of humic substances-degrading
bacteria from the subarctic Alaska grasslands. J Basic Microbiol 55:54–61.
Parody-Morreale A, Murphy KP, Di Cera E, et al (1988) Inhibition of bacterial ice
nucleators by fish antifreeze glycoproteins. Nature 333:782–783.
Paulsen I, Press C, Ravel J, et al (2005) Complete genome sequence of the plant
commensal Pseudomonas fluorescens Pf-5. Nat Biotechnol 23:873–878.
Pautler BG, Simpson AJ, McNally DJ, et al (2010) Arctic permafrost active layer
detachments stimulate microbial activity and degradation of soil organic matter.
Environ Sci Technol 44:4076–4082.
Pavlov MS, Lira F, Martínez JL, et al (2015) Draft genome sequence of Antarctic
Pseudomonas sp. strain KG01 with full potential for biotechnological applications.
Genome Announc 3:9–10.
Pearce RS (2001) Plant freezing and damage. Ann Bot 87:417–424.
Perazzolli M, Antonielli L, Storari M, et al (2014) Resilience of the natural
phyllosphere microbiota of the grapevine to chemical and biological pesticides.
Appl Environ Microbiol 80:3585–3596.
Perfumo A, Marchant R (2010) Global transport of thermophilic bacteria in atmospheric
122
Chapter 7.- References
dust. Environ Microbiol Rep 2:333–339.
Pertaya N, Marshall CB, Celik Y, et al (2008) Direct visualization of spruce budworm
antifreeze protein interacting with ice crystals: basal plane affinity confers
hyperactivity. Biophys J 95:333–41.
Pihakaski-Maunsbach K, Moffatt B, Testillano P, et al (2001) Genes encoding
chitinase-antifreeze proteins are regulated by cold and expressed by all cell types in
winter rye shoots. Physiol Plant 112:359–371.
Purugganan MD, Fuller DQ (2009) The nature of selection during plant domestication.
Nature 457:843–848.
Qin W, Doucet D, Tyshenko MG, Walker VK (2007) Transcription of antifreeze protein
genes in Choristoneura fumiferana. Insect Mol Biol 16:423–434.
Raja P, Balachandar D, Sundaram SP (2008) PCR fingerprinting for identification and
discrimination of plant-associated facultative methylobacteria. Indian J Biotechnol
7:508–514.
Rastogi G, Coaker GL, Leveau JHJ (2013) New insights into the structure and function
of phyllosphere microbiota through high-throughput molecular approaches. FEMS
Microbiol Lett 348:1–10.
Rastogi G, Sbodio A, Tech JJ, et al (2012) Leaf microbiota in an agroecosystem:
spatiotemporal variation in bacterial community composition on field-grown
lettuce. ISME J 6:1812–22.
Raymond J (2014) The ice-binding proteins of a snow alga, Chloromonas brevispina:
probable acquisition by horizontal gene transfer. Extremophiles 18:987–994.
123
Chapter 7.- References
Raymond JA (2015) Dependence on epiphytic bacteria for freezing protection in an
Antarctic moss, Bryum argenteum. Environ Microbiol Rep 8:14–19.
Raymond JA (2011) Algal ice-binding proteins change the structure of sea ice. Proc
Natl Acad Sci 108:E198.
Raymond JA, Christner BC, Schuster SC (2008) A bacterial ice-binding protein from
the Vostok ice core. Extremophiles 12:713–717.
Raymond JA, DeVries AL (1977) Adsorption inhibition as a mechanism of freezing
resistance in polar fishes. Proc Natl Acad Sci U S A 74:2589–2593.
Raymond JA, Fritsen C, Shen K (2007) An ice-binding protein from an Antarctic sea
ice bacterium. FEMS Microbiol Ecol 61:214–221.
Raymond JA, Janech MG, Fritsen CH (2009) Novel ice-binding proteins from a
psychrophilic antarctic alga (Chlamydomonadaceae, Chlorophyceae). J Phycol
45:130–136.
Raymond JA, Kim H (2012) Possible role of horizontal gene transfer in the colonization
of sea ice by algae. PLoS One 7:e35968.
Raymond JA, Knight CA (2003) Ice binding, recrystallization inhibition, and
cryoprotective properties of ice-active substances associated with Antarctic sea ice
diatoms. Cryobiology 46:174–181.
Redford AJ, Bowers RM, Knight R, et al (2010) The ecology of the phyllosphere:
geographic and phylogenetic variability in the distribution of bacteria on tree
leaves. Environ Microbiol 12:2885–2893.
Reetha AK, Pavani SL, Mohan S (2014) Hydrogen cyanide production ability by
124
Chapter 7.- References
bacterial antagonist and their antibiotics inhibition potential on Macrophomina
phaseolina ( Tassi .) Goid. Int J Curr Microbiol Appl Sci 3:172–178.
Rodríguez-Rojas F, Tapia P, Castro-Nallar E, et al (2016) Draft genomesSequence of a
multi-metal resistant bacterium Pseudomonas putida ATH-43 isolated from
Greenwich island, Antarctica. Front Microbiol 7:1–5.
Rojas JL, Martín J, Tormo JR, et al (2009) Bacterial diversity from benthic mats of
Antarctic lakes as a source of new bioactive metabolites. Mar Genomics 2:33–41.
Santl-Temkiv T, Finster K, Dittmar T, et al (2013) Hailstones: A Window into the
Microbial and Chemical Inventory of a Storm Cloud. PLoS One 8:e53550.
Saunders NFW, Thomas T, Curmi PMG, et al (2003) Mechanisms of thermal adaptation
revealed from the genomes of the antarctic archaea Methanogenium frigidum and
Methanococcoides burtonii. Genome Res 13:1580–1588.
Schmid D, Pridmore D, Capitani G, et al (1997) Molecular organisation of the ice
nucleation protein InaV from Pseudomonas syringae. FEBS Lett 414:590–594.
Scott GK, Davies PL, Shears MA, Fletcher GL (1987) Structural variations in the
alanine-rich antifreeze proteins of the pleuronectinae. Eur J Biochem 168:629–633.
Scott GK, Hayes PH, Fletcher GL, Davies PL (1988) Wolffish antifreeze protein genes
are primarily organized as tandem repeats that each contain two genes in inverted
orientation. Mol Cell Biol 8:3670–3675.
Scotter AJ, Marshall CB, Graham LA, et al (2006) The basis for hyperactivity of
antifreeze proteins. Cryobiology 53:229–239.
See-Too W, Lim Y, Ee R, et al (2016) Complete genome of Pseudomonas sp. strain
125
Chapter 7.- References
L10.10, a psychrotolerant biofertilizer that could promote plant growth. J
Biotechnol 222:84–85.
Shoemaker WR, Muscarella ME, Lennon JT (2015) Genome sequence of the soil
bacterium Jantinobacterium sp. KBS0711. Genome Announc 3:e00689-15.
Singh RN, Gaba S, Yadav AN, et al (2016) First high quality draft genome sequence of
a plant growth promoting and cold active enzyme producing psychrotrophic
Arthrobacter agilis strain L77. Stand Genomic Sci 11:1–9.
Smibert RM, Krieg NR (1994) Phenotypic characterization. In: Gerhard P, Murray
RGE, Wood WA, Krieg NR (eds) Methods for General and Molecular
Bacteriology. American Society for Microbiology, Washington D.C., pp 607–654
Smith R (2003) The enigma of Colobanthus quitensis and Deschampsia antarctica in
Antarctica. In: Huiskes A, Gieskes W, Rozema J, et al. (eds) Antarctic Biology in a
Global Context. Blackhuys, Leiden, pp 234–239
Snyder RL, Melo-Abreu JP (2005) Frost protection : fundamentals, practice, and
economics, Volume 1. Rome
Sonnhammer EL, Eddy SR, Durbin R (1997) Pfam: A comprehensive database of
protein domain families based on seed alignments. Proteins Struct Funct Genet
28:405–420.
Sönnichsen FD, DeLuca CI, Davies PL, Sykes BD (1996) Refined solution structure of
type III antifreeze protein: hydrophobic groups may be involved in the energetics
of the protein-ice interaction. Structure 4:1325–1337.
Sorhannus U (2011) Evolution of antifreeze protein genes in the diatom genus
126
Chapter 7.- References
fragilariopsis: evidence for horizontal gene transfer, gene duplication and episodic
diversifying selection. Evol Bioinforma 7:279–289.
Sule S&, Seemuller E (1987) The role of ice formation in the infection of sour Cherry
leaves by Pseudomonas syringae. Physiol Biochem 77:173–177.
Sun X, Griffith M, Pasternak JJ, Glick BR (1995) Low temperature growth, freezing
survival, and production of antifreeze protein by the plant growth promoting
rhizobacterium Pseudomonas putida GR12-2. Can J Microbiol 41:776–784.
Suyal DC, Shukla A, Goel R (2014) Growth promotory potential of the cold adapted
diazotroph Pseudomonas migulae S10724 against native green gram (Vigna radiata
(L.) Wilczek). 3 Biotech 4:665–668.
Teixeira LCRS, Peixoto RS, Cury JC, et al (2010) Bacterial diversity in rhizosphere soil
from Antarctic vascular plants of Admiralty Bay, maritime Antarctica. ISME J
4:989–1001.
Thomashow M (1998) Role of Cold-Responsive Genes in Plant Freezing Tolerance 1.
Plant Physiol 118:1–7.
Tomalty HE, Walker VK (2014) Perturbation of bacterial ice nucleation activity by a
grass antifreeze protein. Biochem Biophys Res Res Commun 452:636–41.
Tsumuki H, Konno H, Maeda T, Okamoto Y (1992) An ice-nucleating active fungus
isolated from the gut of the rice stem borer, Chilo supressalis Walker, (lepidoptera:
pyralidae). J Insect Physiol 38:119–125.
Uhlig C, Kilpert F, Frickenhaus S, et al (2015) In situ expression of eukaryotic ice-
binding proteins in microbial communities of Arctic and Antarctic sea ice. ISME J
127
Chapter 7.- References
9:1–4.
Valluru R, Lammens W, Claupein W, Van den Ende W (2008) Freezing tolerance by
vesicle-mediated fructan transport. Trends Plant Sci 13:409–414.
Valluru R, Van Den Ende W (2008) Plant fructans in stress environments: Emerging
concepts and future prospects. J Exp Bot 59:2905–2916.
Venketesh S, Dayananda C (2008) Properties, potentials, and prospects of antifreeze
proteins. Crit Rev Biotechnol 28:57–82.
Verma P, Yadav AN, Khannam KS, et al (2016) Molecular diversity and multifarious
plant growth promoting attributes of Bacilli associated with wheat (Triticum
aestivum L.) rhizosphere from six diverse agro-ecological zones of India. J Basic
Microbiol 56:44–58.
Vester JK, Glaring MA, Stougaard P (2015) Improved cultivation and metagenomics as
new tools for bioprospecting in cold environments. Extremophiles 19:17–29.
Viscardi S, Ventorino V, Duran P, et al (2016) Assessment of plant growth promoting
activities and abiotic stress tolerance of Azotobacter chroococcum strains for a
potential use in sustainable agriculture. J Soil Sci Plant Nutr 16:848–863.
Vishnivetskaya TA, Petrova MA, Urbance J, et al (2006) Bacterial community in
ancient Siberian permafrost as characterized by culture and culture-independent
methods. Astrobiology 6:400–414.
Vokou D, Vareli K, Zarali E, et al (2012) Exploring biodiversity in the bacterial
community of the Mediterranean phyllosphere and its relationship with airborne
bacteria. Microb Ecol 64:714–24.
128
Chapter 7.- References
Vorholt J a (2012) Microbial life in the phyllosphere. Nat Rev Microbiol 10:828–840.
Vyas P, Gulati A (2009) Organic acid production in vitro and plant growth promotion in
maize under controlled environment by phosphate-solubilizing fluorescent
Pseudomonas.
Wang W, Zhang S, Zhou Y, et al (2016) Synthesis and Herbicidal Activity of α-
(Substituted Phenoxybutyryloxy or Valeryloxy) alkylphosphonates and 2-
(Substituted Phenoxybutyryloxy) alkyl-5,5-dimethyl-1,3,2-dioxaphosphinan-2-one.
J Agric Food Chem 64:6911–6915.
Warren G, Corotto L (1989) The consensus sequence of ice nucleation proteins from
Erwinia herbicola, Pseudomonas fluorescens and Pseudomonas syringae. Gene
85:239–242.
Warren G, Mueller G, McKown R (1992) Ice crystal growth supression polypeptides
and method of making. Pat. 5118792 1–29.
Wheeler TJ, Eddy SR (2013) Nhmmer: DNA homology search with profile HMMs.
Bioinformatics 29:2487–2489.
Whipps JM, Hand P, Pink D, Bending GD (2008) Phyllosphere microbiology with
special reference to diversity and plant genotype. J Appl Microbiol 105:1744–55.
Widehem P, Cochet N (2003) Pseudomonas syringae as an ice nucleator—application
to freeze-concentration. Process Biochem 39:405–410.
Wilson M, Lindow SE (1994) Coexistence among epiphytic bacterial populations
mediated through nutritional resource partitioning coexistence among epiphytic
bacterial populations mediated through nutritional resource partitioning. Appl
129
Chapter 7.- References
Environ Microbiol 60:4468–4477.
Wolber PK, Deininger CA, Southworth MW, et al (1986) Identification and purification
of a bacterial ice-nucleation protein. Proc Natl Acad Sci U S A 83:7256–7260.
Xiao N, Suzuki K, Nishimiya Y, et al (2010) Comparison of functional properties of
two fungal antifreeze proteins from Antarctomyces psychrotrophicus and Typhula
ishikariensis. FEBS J 277:394–403.
Xiao X, Hui M, Liu Z (2016) iAFP-Ense: An Ensemble Classifier for Identifying
Antifreeze Protein by Incorporating Grey Model and PSSM into PseAAC. J
Membr Biol 249:845–854.
Xu H, Griffith M, Patten CL, Glick BR (1998) Isolation and characterization of an
antifreeze protein with ice nucleation activity from the plant growth promoting
rhizobacterium Pseudomonas putida GR12-2. Can J Microbiol 44:64–73.
Yadav AN, Sachan SG hos., Verma P, et al (2015) Culturable diversity and functional
annotation of psychrotrophic bacteria from cold desert of Leh Ladakh (India).
World J Microbiol Biotechnol 31:95–108.
Yadav R, Halley J, Karamanoli K, et al (2004) Bacterial populations on the leaves of
Mediterranean plants: quantitative features and testing of distribution models.
Environ Exp Bot 52:63–77.
Yadav RKP, Shrestha S, Pokhrel CP, Jha PK (2013) Phyllosphere Bacterial Population
of Woody Species in Subtropical Forest at Shivapuri-Nagarjun National Park ,
Nepal Himalaya. Int J Life Sci Med Res 3:210–219.
Yamaguchi N, Ichijo T, Sakotani A, et al (2012) Global dispersion of bacterial cells on
130
Chapter 7.- References
Asian dust. Sci Rep 2:1–6.
Yamashita Y, Nakamura N, Omiya K, et al (2002) Identification of an antifreeze
lipoprotein from Moraxella sp. of Antarctic origin. Biosci Biotechnol Biochem
66:239–247.
Yang C, Crowley DE, Borneman J, Keen N (2001) Microbial phyllosphere populations
are more complex than previously realized. Proc Natl Acad Sci 98:3889–3894.
Yeh C-M, Kao B-Y, Peng H-J (2009) Production of a recombinant type 1 antifreeze
protein analogue by L. lactis and its applications on frozen meat and frozen dough.
J Agric Food Chem 57:6216–6223.
Yoon S, Cruz-García C, Sanford R, et al (2015) Denitrification versus respiratory
ammonification: environmental controls of two competing dissimilatory NO3(-
)/NO2(-) reduction pathways in Shewanella loihica strain PV-4. ISME J 9:11093–
1104.
Yu SO, Brown A, Middleton AJ, et al (2010) Ice restructuring inhibition activities in
antifreeze proteins with distinct differences in thermal hysteresis. Cryobiology
61:327–34.
Yue C-W, Zhang Y-Z (2009) Cloning and expression of Tenebrio molitor antifreeze
protein in Escherichia coli. Mol Biol Rep 36:529–536.
Zachariassen KE, Kristiansen E (2000) Ice nucleation and antinucleation in nature.
Cryobiology 41:257–79.
Zhang B, Zhihui B, Hoefel D, et al (2010a) Microbial diversity within the phyllosphere
of different vegetable species. In: Méndez-Villas A (ed) Current research,
131
Chapter 7.- References
technology and education topics in applied microbiology and microbial
biotechnology. Formatex, Badajoz, Spain, pp 1067–1077
Zhang S, Wang H, Chen G (2010b) Addition of ice-nucleation active bacteria:
Pseudomonas syringae pv. panici on freezing of solid model food. LWT - Food Sci
Technol 43:1414–1418.
Zhao J, Orser CS (1990) Conserved repetition in the ice nucleation gene inaX from
Xanthomonas campestris pv . translucens. Mol Gen Genet 223:163–166.
Zhao Z, Deng G, Lui Q, Laursen RA (1998) Cloning and sequencing of cDNA
encoding the LS-12 antifreeze protein in the longhorn sculpin, Myoxocephalus
octodecimspinosis. Biochim Biophys Acta 1382:177–180.
132