Unexpected Diversity During Community Succession in the Apple Flower Microbiome
Total Page:16
File Type:pdf, Size:1020Kb
Load more
Recommended publications
-
Table S4. Phylogenetic Distribution of Bacterial and Archaea Genomes in Groups A, B, C, D, and X
Table S4. Phylogenetic distribution of bacterial and archaea genomes in groups A, B, C, D, and X. Group A a: Total number of genomes in the taxon b: Number of group A genomes in the taxon c: Percentage of group A genomes in the taxon a b c cellular organisms 5007 2974 59.4 |__ Bacteria 4769 2935 61.5 | |__ Proteobacteria 1854 1570 84.7 | | |__ Gammaproteobacteria 711 631 88.7 | | | |__ Enterobacterales 112 97 86.6 | | | | |__ Enterobacteriaceae 41 32 78.0 | | | | | |__ unclassified Enterobacteriaceae 13 7 53.8 | | | | |__ Erwiniaceae 30 28 93.3 | | | | | |__ Erwinia 10 10 100.0 | | | | | |__ Buchnera 8 8 100.0 | | | | | | |__ Buchnera aphidicola 8 8 100.0 | | | | | |__ Pantoea 8 8 100.0 | | | | |__ Yersiniaceae 14 14 100.0 | | | | | |__ Serratia 8 8 100.0 | | | | |__ Morganellaceae 13 10 76.9 | | | | |__ Pectobacteriaceae 8 8 100.0 | | | |__ Alteromonadales 94 94 100.0 | | | | |__ Alteromonadaceae 34 34 100.0 | | | | | |__ Marinobacter 12 12 100.0 | | | | |__ Shewanellaceae 17 17 100.0 | | | | | |__ Shewanella 17 17 100.0 | | | | |__ Pseudoalteromonadaceae 16 16 100.0 | | | | | |__ Pseudoalteromonas 15 15 100.0 | | | | |__ Idiomarinaceae 9 9 100.0 | | | | | |__ Idiomarina 9 9 100.0 | | | | |__ Colwelliaceae 6 6 100.0 | | | |__ Pseudomonadales 81 81 100.0 | | | | |__ Moraxellaceae 41 41 100.0 | | | | | |__ Acinetobacter 25 25 100.0 | | | | | |__ Psychrobacter 8 8 100.0 | | | | | |__ Moraxella 6 6 100.0 | | | | |__ Pseudomonadaceae 40 40 100.0 | | | | | |__ Pseudomonas 38 38 100.0 | | | |__ Oceanospirillales 73 72 98.6 | | | | |__ Oceanospirillaceae -
Exploring the Diversity and Antimicrobial Potential of Marine Actinobacteria from the Comau Fjord in Northern Patagonia, Chile
ORIGINAL RESEARCH published: 19 July 2016 doi: 10.3389/fmicb.2016.01135 Exploring the Diversity and Antimicrobial Potential of Marine Actinobacteria from the Comau Fjord in Northern Patagonia, Chile Agustina Undabarrena 1, Fabrizio Beltrametti 2, Fernanda P. Claverías 1, Myriam González 1, Edward R. B. Moore 3, 4, Michael Seeger 1 and Beatriz Cámara 1* 1 Laboratorio de Microbiología Molecular y Biotecnología Ambiental, Departamento de Química & Centro de Biotecnología Daniel Alkalay Lowitt, Universidad Técnica Federico Santa María, Valparaíso, Chile, 2 Actygea S.r.l., Gerenzano, Italy, 3 Culture Collection University of Gothenburg (CCUG), Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden, 4 Department of Infectious Diseases, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden Edited by: Bioprospecting natural products in marine bacteria from fjord environments are attractive Learn-Han Lee, due to their unique geographical features. Although, Actinobacteria are well known Monash University Malaysia Campus, Malaysia for producing a myriad of bioactive compounds, investigations regarding fjord-derived Reviewed by: marine Actinobacteria are scarce. In this study, the diversity and biotechnological Atte Von Wright, potential of Actinobacteria isolated from marine sediments within the Comau University of Eastern Finland, Finland fjord, in Northern Chilean Patagonia, were assessed by culture-based approaches. Polpass Arul Jose, Central Salt and Marine Chemicals The 16S rRNA gene sequences revealed that members phylogenetically related Research Institute, India to the Micrococcaceae, Dermabacteraceae, Brevibacteriaceae, Corynebacteriaceae, *Correspondence: Microbacteriaceae, Dietziaceae, Nocardiaceae, and Streptomycetaceae families were Beatriz Cámara [email protected] present at the Comau fjord. A high diversity of cultivable Actinobacteria (10 genera) was retrieved by using only five different isolation media. -
Variations of the Intestinal Gut Microbiota of Farmed Rainbow Trout, Oncorhynchus Mykiss (Walbaum), Depending on the Infection Status of the Fish"
View metadata, citation and similar papers at core.ac.uk brought to you by CORE provided by IRTA Pubpro This is the peer reviewed version of the following article: Parshukov, A.N., E.N. Kashinskaya, E.P. Simonov, O.V. Hlunov, G.I. Izvekova, K.B. Andree, and M.M. Solovyev. 2019. "Variations Of The Intestinal Gut Microbiota Of Farmed Rainbow Trout, Oncorhynchus Mykiss (Walbaum), Depending On The Infection Status Of The Fish". Journal Of Applied Microbiology. Wiley. doi:10.1111/jam.14302., which has been published in final form at https://doi.org/10.1111/jam.14302. This article may be used for non-commercial purposes in accordance with Wiley Terms and Conditions for Use of Self-Archived Versions http://www.wileyauthors.com/self- archiving. DR. ALEKSEY PARSHUKOV (Orcid ID : 0000-0001-9917-186X) MISS ELENA KASHINSKAYA (Orcid ID : 0000-0001-8097-2333) Article type : - Original Article Variations of the intestinal gut microbiota of farmed rainbow trout, Oncorhynchus mykiss (Walbaum), depending on the infection status of the fish Article A.N. Parshukov1*¥, E.N. Kashinskaya2¥, E.P. Simonov2,3¥, O.V. Hlunov4, G.I. Izvekova5, K.B. Andree6, M.M. Solovyev2,7** 1Institute of Biology of the Karelian Research Centre of the Russian Academy of Sciences, Petrozavodsk, Russia 2Institute of Systematics and Ecology of Animals, Siberian Branch, Russian Academy of Sciences, Novosibirsk, Russia 3Laboratory for Genomic Research and Biotechnology, Krasnoyarsk Science Center of the Siberian Branch of the Russian Academy of Sciences, Krasnoyarsk, Russia 4LLC “FishForel”, Lahdenpohja, Karelia, Russia 5Papanin Institute for Biology of Inland Waters, Russian Academy of Sciences, Borok, Nekouzskii raion, Yaroslavl oblast, Russia 6IRTA-SCR, San Carlos de la Rapita, Tarragona, Spain 7Tomsk State University, Tomsk, Russia This article has been accepted for publication and undergone full peer review but has not Accepted been through the copyediting, typesetting, pagination and proofreading process, which may lead to differences between this version and the Version of Record. -
The Microbiota Continuum Along the Female Reproductive Tract and Its Relation to Uterine-Related Diseases
ARTICLE DOI: 10.1038/s41467-017-00901-0 OPEN The microbiota continuum along the female reproductive tract and its relation to uterine-related diseases Chen Chen1,2, Xiaolei Song1,3, Weixia Wei4,5, Huanzi Zhong 1,2,6, Juanjuan Dai4,5, Zhou Lan1, Fei Li1,2,3, Xinlei Yu1,2, Qiang Feng1,7, Zirong Wang1, Hailiang Xie1, Xiaomin Chen1, Chunwei Zeng1, Bo Wen1,2, Liping Zeng4,5, Hui Du4,5, Huiru Tang4,5, Changlu Xu1,8, Yan Xia1,3, Huihua Xia1,2,9, Huanming Yang1,10, Jian Wang1,10, Jun Wang1,11, Lise Madsen 1,6,12, Susanne Brix 13, Karsten Kristiansen1,6, Xun Xu1,2, Junhua Li 1,2,9,14, Ruifang Wu4,5 & Huijue Jia 1,2,9,11 Reports on bacteria detected in maternal fluids during pregnancy are typically associated with adverse consequences, and whether the female reproductive tract harbours distinct microbial communities beyond the vagina has been a matter of debate. Here we systematically sample the microbiota within the female reproductive tract in 110 women of reproductive age, and examine the nature of colonisation by 16S rRNA gene amplicon sequencing and cultivation. We find distinct microbial communities in cervical canal, uterus, fallopian tubes and perito- neal fluid, differing from that of the vagina. The results reflect a microbiota continuum along the female reproductive tract, indicative of a non-sterile environment. We also identify microbial taxa and potential functions that correlate with the menstrual cycle or are over- represented in subjects with adenomyosis or infertility due to endometriosis. The study provides insight into the nature of the vagino-uterine microbiome, and suggests that sur- veying the vaginal or cervical microbiota might be useful for detection of common diseases in the upper reproductive tract. -
Metagenomics Analysis Reveals the Microbial Communities
diversity Article Metagenomics Analysis Reveals the Microbial Communities, Antimicrobial Resistance Gene Diversity and Potential Pathogen Transmission Risk of Two Different Landfills in China Shan Wan 1,†, Min Xia 2,†, Jie Tao 1, Yanjun Pang 1, Fugen Yu 1,* , Jun Wu 3,* and Shanping Chen 2,* 1 State Key Laboratory of Pharmaceutical Biotechnology, School of Life Sciences, Nanjing University, Nanjing 210023, China; [email protected] (S.W.); [email protected] (J.T.); [email protected] (Y.P.) 2 Shanghai Environmental Sanitation Engineering Design Institute Co., Ltd., Shanghai 200232, China; [email protected] 3 State Key Laboratory of Pollution Control and Resource Reuse, School of Environment, Nanjing University, Nanjing 210023, China * Correspondence: [email protected] (F.Y.); [email protected] (J.W.); [email protected] (S.C.) † There authors contribute equally to this work. Abstract: In this study, we used a metagenomic approach to analyze microbial communities, antibiotic resistance gene diversity, and human pathogenic bacterium composition in two typical Citation: Wan, S.; Xia, M.; Tao, J.; landfills in China. Results showed that the phyla Proteobacteria, Bacteroidetes, and Actinobacte- Pang, Y.; Yu, F.; Wu, J.; Chen, S. ria were predominant in the two landfills, and archaea and fungi were also detected. The genera Metagenomics Analysis Reveals the Methanoculleus, Lysobacter, and Pseudomonas were predominantly present in all samples. sul2, sul1, Microbial Communities, tetX, and adeF were the four most abundant antibiotic resistance genes. Sixty-nine bacterial pathogens Antimicrobial Resistance Gene were identified from the two landfills, with Klebsiella pneumoniae, Bordetella pertussis, Pseudomonas Diversity and Potential Pathogen aeruginosa, and Bacillus cereus as the major pathogenic microorganisms, indicating the existence of Transmission Risk of Two Different potential environmental risk in landfills. -
From Genotype to Phenotype: Inferring Relationships Between Microbial Traits and Genomic Components
From genotype to phenotype: inferring relationships between microbial traits and genomic components Inaugural-Dissertation zur Erlangung des Doktorgrades der Mathematisch-Naturwissenschaftlichen Fakult¨at der Heinrich-Heine-Universit¨atD¨usseldorf vorgelegt von Aaron Weimann aus Oberhausen D¨usseldorf,29.08.16 aus dem Institut f¨urInformatik der Heinrich-Heine-Universit¨atD¨usseldorf Gedruckt mit der Genehmigung der Mathemathisch-Naturwissenschaftlichen Fakult¨atder Heinrich-Heine-Universit¨atD¨usseldorf Referent: Prof. Dr. Alice C. McHardy Koreferent: Prof. Dr. Martin J. Lercher Tag der m¨undlichen Pr¨ufung: 24.02.17 Selbststandigkeitserkl¨ arung¨ Hiermit erkl¨areich, dass ich die vorliegende Dissertation eigenst¨andigund ohne fremde Hilfe angefertig habe. Arbeiten Dritter wurden entsprechend zitiert. Diese Dissertation wurde bisher in dieser oder ¨ahnlicher Form noch bei keiner anderen Institution eingereicht. Ich habe bisher keine erfolglosen Promotionsversuche un- ternommen. D¨usseldorf,den . ... ... ... (Aaron Weimann) Statement of authorship I hereby certify that this dissertation is the result of my own work. No other person's work has been used without due acknowledgement. This dissertation has not been submitted in the same or similar form to other institutions. I have not previously failed a doctoral examination procedure. Summary Bacteria live in almost any imaginable environment, from the most extreme envi- ronments (e.g. in hydrothermal vents) to the bovine and human gastrointestinal tract. By adapting to such diverse environments, they have developed a large arsenal of enzymes involved in a wide variety of biochemical reactions. While some such enzymes support our digestion or can be used for the optimization of biotechnological processes, others may be harmful { e.g. mediating the roles of bacteria in human diseases. -
Microbial Diversity of Soda Lake Habitats
Microbial Diversity of Soda Lake Habitats Von der Gemeinsamen Naturwissenschaftlichen Fakultät der Technischen Universität Carolo-Wilhelmina zu Braunschweig zur Erlangung des Grades eines Doktors der Naturwissenschaften (Dr. rer. nat.) genehmigte D i s s e r t a t i o n von Susanne Baumgarte aus Fritzlar 1. Referent: Prof. Dr. K. N. Timmis 2. Referent: Prof. Dr. E. Stackebrandt eingereicht am: 26.08.2002 mündliche Prüfung (Disputation) am: 10.01.2003 2003 Vorveröffentlichungen der Dissertation Teilergebnisse aus dieser Arbeit wurden mit Genehmigung der Gemeinsamen Naturwissenschaftlichen Fakultät, vertreten durch den Mentor der Arbeit, in folgenden Beiträgen vorab veröffentlicht: Publikationen Baumgarte, S., Moore, E. R. & Tindall, B. J. (2001). Re-examining the 16S rDNA sequence of Halomonas salina. International Journal of Systematic and Evolutionary Microbiology 51: 51-53. Tagungsbeiträge Baumgarte, S., Mau, M., Bennasar, A., Moore, E. R., Tindall, B. J. & Timmis, K. N. (1999). Archaeal diversity in soda lake habitats. (Vortrag). Jahrestagung der VAAM, Göttingen. Baumgarte, S., Tindall, B. J., Mau, M., Bennasar, A., Timmis, K. N. & Moore, E. R. (1998). Bacterial and archaeal diversity in an African soda lake. (Poster). Körber Symposium on Molecular and Microsensor Studies of Microbial Communities, Bremen. II Contents 1. Introduction............................................................................................................... 1 1.1. The soda lake environment ................................................................................. -
Unexpected Diversity During Community Succession in the Apple Flower Microbiome Mbio
Downloaded from Unexpected Diversity during mbio.asm.org Community Succession in the Apple Flower Microbiome on March 4, 2013 - Published by Ashley Shade, Patricia S. McManus and Jo Handelsman 2013. Unexpected Diversity during Community Succession in the Apple Flower Microbiome . mBio 4(2): . doi:10.1128/mBio.00602-12. Updated information and services can be found at: http://mbio.asm.org/content/4/2/e00602-12.full.html mbio.asm.org SUPPLEMENTAL http://mbio.asm.org/content/4/2/e00602-12.full.html#SUPPLEMENTAL MATERIAL REFERENCES This article cites 73 articles, 12 of which can be accessed free at: http://mbio.asm.org/content/4/2/e00602-12.full.html#ref-list-1 CONTENT ALERTS Receive: RSS Feeds, eTOCs, free email alerts (when new articles cite this article), more>> Information about commercial reprint orders: http://mbio.asm.org/misc/reprints.xhtml Information about Print on Demand and other content delivery options: http://mbio.asm.org/misc/contentdelivery.xhtml To subscribe to another ASM Journal go to: http://journals.asm.org/subscriptions/ Downloaded from RESEARCH ARTICLE Unexpected Diversity during Community Succession in the Apple mbio.asm.org Flower Microbiome on March 4, 2013 - Published by Ashley Shade,a Patricia S. McManus,b Jo Handelsmana Department of Molecular, Cellular and Developmental Biology, Yale University, New Haven, Connecticut, USAa; Department of Plant Pathology, University of Wisconsin— Madison, Madison, Wisconsin, USAb ABSTRACT Despite its importance to the host, the flower microbiome is poorly understood. We report a culture-independent, community-level assessment of apple flower microbial diversity and dynamics. We collected flowers from six apple trees at five time points, starting before flowers opened and ending at petal fall. -
Compile.Xlsx
Silva OTU GS1A % PS1B % Taxonomy_Silva_132 otu0001 0 0 2 0.05 Bacteria;Acidobacteria;Acidobacteria_un;Acidobacteria_un;Acidobacteria_un;Acidobacteria_un; otu0002 0 0 1 0.02 Bacteria;Acidobacteria;Acidobacteriia;Solibacterales;Solibacteraceae_(Subgroup_3);PAUC26f; otu0003 49 0.82 5 0.12 Bacteria;Acidobacteria;Aminicenantia;Aminicenantales;Aminicenantales_fa;Aminicenantales_ge; otu0004 1 0.02 7 0.17 Bacteria;Acidobacteria;AT-s3-28;AT-s3-28_or;AT-s3-28_fa;AT-s3-28_ge; otu0005 1 0.02 0 0 Bacteria;Acidobacteria;Blastocatellia_(Subgroup_4);Blastocatellales;Blastocatellaceae;Blastocatella; otu0006 0 0 2 0.05 Bacteria;Acidobacteria;Holophagae;Subgroup_7;Subgroup_7_fa;Subgroup_7_ge; otu0007 1 0.02 0 0 Bacteria;Acidobacteria;ODP1230B23.02;ODP1230B23.02_or;ODP1230B23.02_fa;ODP1230B23.02_ge; otu0008 1 0.02 15 0.36 Bacteria;Acidobacteria;Subgroup_17;Subgroup_17_or;Subgroup_17_fa;Subgroup_17_ge; otu0009 9 0.15 41 0.99 Bacteria;Acidobacteria;Subgroup_21;Subgroup_21_or;Subgroup_21_fa;Subgroup_21_ge; otu0010 5 0.08 50 1.21 Bacteria;Acidobacteria;Subgroup_22;Subgroup_22_or;Subgroup_22_fa;Subgroup_22_ge; otu0011 2 0.03 11 0.27 Bacteria;Acidobacteria;Subgroup_26;Subgroup_26_or;Subgroup_26_fa;Subgroup_26_ge; otu0012 0 0 1 0.02 Bacteria;Acidobacteria;Subgroup_5;Subgroup_5_or;Subgroup_5_fa;Subgroup_5_ge; otu0013 1 0.02 13 0.32 Bacteria;Acidobacteria;Subgroup_6;Subgroup_6_or;Subgroup_6_fa;Subgroup_6_ge; otu0014 0 0 1 0.02 Bacteria;Acidobacteria;Subgroup_6;Subgroup_6_un;Subgroup_6_un;Subgroup_6_un; otu0015 8 0.13 30 0.73 Bacteria;Acidobacteria;Subgroup_9;Subgroup_9_or;Subgroup_9_fa;Subgroup_9_ge; -
Large-Scale Replicated Field Study of Maize Rhizosphere Identifies Heritable Microbes
Large-scale replicated field study of maize rhizosphere identifies heritable microbes William A. Waltersa, Zhao Jinb,c, Nicholas Youngbluta, Jason G. Wallaced, Jessica Suttera, Wei Zhangb, Antonio González-Peñae, Jason Peifferf, Omry Korenb,g, Qiaojuan Shib, Rob Knightd,h,i, Tijana Glavina del Rioj, Susannah G. Tringej, Edward S. Bucklerk,l, Jeffery L. Danglm,n, and Ruth E. Leya,b,1 aDepartment of Microbiome Science, Max Planck Institute for Developmental Biology, 72076 Tübingen, Germany; bDepartment of Molecular Biology and Genetics, Cornell University, Ithaca, NY 14853; cDepartment of Microbiology, Cornell University, Ithaca, NY 14853; dDepartment of Crop & Soil Sciences, University of Georgia, Athens, GA 30602; eDepartment of Pediatrics, University of California, San Diego, La Jolla, CA 92093; fPlant Breeding and Genetics Section, School of Integrative Plant Science, Cornell University, Ithaca, NY 14853; gAzrieli Faculty of Medicine, Bar Ilan University, 1311502 Safed, Israel; hCenter for Microbiome Innovation, University of California, San Diego, La Jolla, CA 92093; iDepartment of Computer Science & Engineering, University of California, San Diego, La Jolla, CA 92093; jDepartment of Energy Joint Genome Institute, Walnut Creek, CA 94598; kPlant, Soil and Nutrition Research, United States Department of Agriculture – Agricultural Research Service, Ithaca, NY 14853; lInstitute for Genomic Diversity, Cornell University, Ithaca, NY 14853; mHoward Hughes Medical Institute, University of North Carolina at Chapel Hill, Chapel Hill, NC 27514; and nDepartment of Biology, University of North Carolina at Chapel Hill, Chapel Hill, NC 27514 Edited by Jeffrey I. Gordon, Washington University School of Medicine in St. Louis, St. Louis, MO, and approved May 23, 2018 (received for review January 18, 2018) Soil microbes that colonize plant roots and are responsive to used for a variety of food and industrial products (16). -
Plant-Derived Benzoxazinoids Act As Antibiotics and Shape Bacterial Communities
Supplemental Material for: Plant-derived benzoxazinoids act as antibiotics and shape bacterial communities Niklas Schandry, Katharina Jandrasits, Ruben Garrido-Oter, Claude Becker Contents Supplemental Tables 2 Supplemental Table 1. Phylogenetic signal lambda . .2 Supplemental Table 2. Syncom strains . .3 Supplemental Table 3. PERMANOVA . .6 Supplemental Table 4. PERMANOVA comparing only two treatments . .7 Supplemental Table 5. ANOVA: Observed taxa . .8 Supplemental Table 6. Observed diversity means and pairwise comparisons . .9 Supplemental Table 7. ANOVA: Shannon Diversity . 11 Supplemental Table 8. Shannon diversity means and pairwise comparisons . 12 Supplemental Table 9. Correlation between change in relative abundance and change in growth . 14 Figures 15 Supplemental Figure 1 . 15 Supplemental Figure 2 . 16 Supplemental Figure 3 . 17 Supplemental Figure 4 . 18 1 Supplemental Tables Supplemental Table 1. Phylogenetic signal lambda Class Order Family lambda p.value All - All All All All 0.763 0.0004 * * Gram Negative - Proteobacteria All All All 0.817 0.0017 * * Alpha All All 0 0.9998 Alpha Rhizobiales All 0 1.0000 Alpha Rhizobiales Phyllobacteriacae 0 1.0000 Alpha Rhizobiales Rhizobiacaea 0.275 0.8837 Beta All All 1.034 0.0036 * * Beta Burkholderiales All 0.147 0.6171 Beta Burkholderiales Comamonadaceae 0 1.0000 Gamma All All 1 0.0000 * * Gamma Xanthomonadales All 1 0.0001 * * Gram Positive - Actinobacteria Actinomycetia Actinomycetales All 0 1.0000 Actinomycetia Actinomycetales Intrasporangiaceae 0.98 0.2730 Actinomycetia Actinomycetales Microbacteriaceae 1.054 0.3751 Actinomycetia Actinomycetales Nocardioidaceae 0 1.0000 Actinomycetia All All 0 1.0000 Gram Positive - All All All All 0.421 0.0325 * Gram Positive - Firmicutes Bacilli All All 0 1.0000 2 Supplemental Table 2. -
Supplementary Information the Biodiversity and Geochemistry Of
Supplementary Information The Biodiversity and Geochemistry of Cryoconite Holes in Queen Maud Land, East Antarctica Figure S1. Principal component analysis of the bacterial OTUs. Samples cluster according to habitats. Figure S2. Principal component analysis of the eukaryotic OTUs. Samples cluster according to habitats. Figure S3. Principal component analysis of selected trace elements that cause the separation (primarily Zr, Ba and Sr). Figure S4. Partial canonical correspondence analysis of the bacterial abundances and all non-collinear environmental variables (i.e., after identification and exclusion of redundant predictor variables) and without spatial effects. Samples from Lake 3 in Utsteinen clustered with higher nitrate concentration and samples from Dubois with a higher TC abundance. Otherwise no clear trends could be observed. Table S1. Number of sequences before and after quality control for bacterial and eukaryotic sequences, respectively. 16S 18S Sample ID Before quality After quality Before quality After quality filtering filtering filtering filtering PES17_36 79285 71418 112519 112201 PES17_38 115832 111434 44238 44166 PES17_39 128336 123761 31865 31789 PES17_40 107580 104609 27128 27074 PES17_42 225182 218495 103515 103323 PES17_43 219156 213095 67378 67199 PES17_47 82531 79949 60130 59998 PES17_48 123666 120275 64459 64306 PES17_49 163446 158674 126366 126115 PES17_50 107304 104667 158362 158063 PES17_51 95033 93296 - - PES17_52 113682 110463 119486 119205 PES17_53 126238 122760 72656 72461 PES17_54 120805 117807 181725 181281 PES17_55 112134 108809 146821 146408 PES17_56 193142 187986 154063 153724 PES17_59 226518 220298 32560 32444 PES17_60 186567 182136 213031 212325 PES17_61 143702 140104 155784 155222 PES17_62 104661 102291 - - PES17_63 114068 111261 101205 100998 PES17_64 101054 98423 70930 70674 PES17_65 117504 113810 192746 192282 Total 3107426 3015821 2236967 2231258 Table S2.