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Mycosporine-Like Amino Acids (Maas) in Time-Series of Lichen Specimens from Natural History Collections
molecules Article Mycosporine-Like Amino Acids (MAAs) in Time-Series of Lichen Specimens from Natural History Collections Marylène Chollet-Krugler 1, Thi Thu Tram Nguyen 1,2 , Aurelie Sauvager 1, Holger Thüs 3,4,* and Joël Boustie 1,* 1 CNRS, ISCR (Institut des Sciences Chimiques de Rennes)-UMR 6226, Univ Rennes, F-35000 Rennes, France; [email protected] (M.C.-K.); [email protected] (T.T.T.N.); [email protected] (A.S.) 2 Department of Chemistry, Faculty of Science, Can Tho University of Medicine and Pharmacy, 179 Nguyen Van Cu Street, An Khanh, Ninh Kieu, Can Tho, 902495 Vietnam 3 State Museum of Natural History Stuttgart, Rosenstein 1, 70191 Stuttgart, Germany 4 The Natural History Museum London, Cromwell Rd, Kensington, London SW7 5BD, UK * Correspondence: [email protected] (H.T.); [email protected] (J.B.) Academic Editors: Sophie Tomasi and Joël Boustie Received: 12 February 2019; Accepted: 16 March 2019; Published: 19 March 2019 Abstract: Mycosporine-like amino acids (MAAs) were quantified in fresh and preserved material of the chlorolichen Dermatocarpon luridum var. luridum (Verrucariaceae/Ascomycota). The analyzed samples represented a time-series of over 150 years. An HPLC coupled with a diode array detector (HPLC-DAD) in hydrophilic interaction liquid chromatography (HILIC) mode method was developed and validated for the quantitative determination of MAAs. We found evidence for substance specific differences in the quality of preservation of two MAAs (mycosporine glutamicol, mycosporine glutaminol) in Natural History Collections. We found no change in average mycosporine glutamicol concentrations over time. Mycosporine glutaminol concentrations instead decreased rapidly with no trace of this substance detectable in collections older than nine years. -
Pediastrum Species (Hydrodictyaceae, Sphaeropleales) in Phytoplankton of Sumin Lake (£Êczna-W£Odawa Lakeland)
Vol. 73, No. 1: 39-46, 2004 ACTA SOCIETATIS BOTANICORUM POLONIAE 39 PEDIASTRUM SPECIES (HYDRODICTYACEAE, SPHAEROPLEALES) IN PHYTOPLANKTON OF SUMIN LAKE (£ÊCZNA-W£ODAWA LAKELAND) AGNIESZKA PASZTALENIEC, MA£GORZATA PONIEWOZIK Department of Botany and Hydrobiology, Catholic University of Lublin C.K. Norwida 4, 20-061 Lublin, Poland e-mail: [email protected] (Received: April 7, 2003. Accepted: July 18, 2003) ABSTRACT During studies of phytoplankton in Sumin Lake (£êczna-W³odawa Lakeland), conducted from May till Sep- tember 2001 and 2002, 15 taxa of the genus Pediastrum (Hydrodictyaceae, Sphaeropleales) were found. Among them there were common species as Pediastrum boryanum, P. duplex, P. tetras and P. simplex, but also rare spe- cies as P. integrum or P. kawraiskyi. An especially interesting species was P. orientale, the taxon that until now has not been noted in phytoplankton of Polish water bodies. The paper gives descriptions of the genus Pediastrum coenobia and physico-chemical conditions of the habitat. The original documentation of Pediastrum taxa is added. KEY WORDS: Pediastrum taxa, Chlorophyta, phytoplankton, £êczna-W³odawa Lakeland. INRTODUCTION rved in palynological preparations (Jankovská and Komá- rek 2000, Komárek and Jankovská 2001; Nielsen and Lakes of £êczna-W³odawa Lakeland are the only group Sørensen 1992). in Poland located beyond the limits of a continental glacier The taxonomical research of the genus Pediastrum was of the last glaciation. The genesis of lakes is still disputa- not conducted in phytoplankton of £êczna-W³odawa Lake- ble, but the most of them have a termo-karst origin (Hara- land lakes. Only some information on occurrence of this simiuk and Wojtanowicz 1998). -
DOMINANCE of TARDIGRADA in ASSOCIATED FAUNA of TERRESTRIAL MACROALGAE Prasiola Crispa (CHLOROPHYTA: PRASIOLACEAE) from a PENGUIN
14 DOMINANCE OF TARDIGRADA IN ASSOCIATED FAUNA OF TERRESTRIAL MACROALGAE Prasiola crispa (CHLOROPHYTA: PRASIOLACEAE) FROM A PENGUIN ROOKERY NEAR ARCTOWSKI STATION (KING GEORGE ISLAND, SOUTH SHETLAND ISLANDS, MARITIME ANTARCTICA) http://dx.doi.org/10.4322/apa.2014.083 Adriana Galindo Dalto1,*, Geyze Magalhães de Faria1, Tais Maria de Souza Campos1, Yocie Yoneshigue Valentin1 1Laboratório de Macroalgas Marinhas, Instituto de Biologia, Universidade Federal do Rio de Janeiro – UFRJ, Av. Carlos Chagas Filho, 373, sala A1-94, Centro de Ciências da Saúde, Ilha do Fundão, CEP 21941-902, Rio de Janeiro, RJ, Brazil *e-mail: [email protected] Abstract: Tardigrada are among the microinvertebrates commonly associated to terrestrial vegetation, especially in extreme environments such as Antarctica. In the austral summer 2010/2011, Tardigrada were found in high densities on Prasiola crispa sampled at penguin rookeries from Arctowski Station area (King George Island). Taxonomic identi cations performed to date suggest that the genus Ramazzottius is the dominant taxa on P. crispa. is genus has been reported for West Antarctica and Sub-Antarctic Region. In this context, the present work intends to contribute to the knowledge of the terrestrial invertebrate fauna associated to P. crispa of the ice-free areas around Admiralty Bay. Keywords: microinvertebrates, terrestrial macroalgae, tardigrada, Ramazzottius Introduction Tardigrada are micrometazoans (average 250-500 µm) that Antarctic Tardigrada were at the beginning described present a large distribution in variety of diverse habitats, from by Murray (1906) and Richters (1908) (apud Convey & rain forests to arid polar environments, including nunataks McInnes, 2005), a er species lists of Antarctic Tardigrada and mountain tops to abyssal plains of the oceanic regions were prepared by Morikawa (1962), Sudzuki (1964), (Brusca & Brusca, 2007; McInnes, 2010a). -
Old Woman Creek National Estuarine Research Reserve Management Plan 2011-2016
Old Woman Creek National Estuarine Research Reserve Management Plan 2011-2016 April 1981 Revised, May 1982 2nd revision, April 1983 3rd revision, December 1999 4th revision, May 2011 Prepared for U.S. Department of Commerce Ohio Department of Natural Resources National Oceanic and Atmospheric Administration Division of Wildlife Office of Ocean and Coastal Resource Management 2045 Morse Road, Bldg. G Estuarine Reserves Division Columbus, Ohio 1305 East West Highway 43229-6693 Silver Spring, MD 20910 This management plan has been developed in accordance with NOAA regulations, including all provisions for public involvement. It is consistent with the congressional intent of Section 315 of the Coastal Zone Management Act of 1972, as amended, and the provisions of the Ohio Coastal Management Program. OWC NERR Management Plan, 2011 - 2016 Acknowledgements This management plan was prepared by the staff and Advisory Council of the Old Woman Creek National Estuarine Research Reserve (OWC NERR), in collaboration with the Ohio Department of Natural Resources-Division of Wildlife. Participants in the planning process included: Manager, Frank Lopez; Research Coordinator, Dr. David Klarer; Coastal Training Program Coordinator, Heather Elmer; Education Coordinator, Ann Keefe; Education Specialist Phoebe Van Zoest; and Office Assistant, Gloria Pasterak. Other Reserve staff including Dick Boyer and Marje Bernhardt contributed their expertise to numerous planning meetings. The Reserve is grateful for the input and recommendations provided by members of the Old Woman Creek NERR Advisory Council. The Reserve is appreciative of the review, guidance, and council of Division of Wildlife Executive Administrator Dave Scott and the mapping expertise of Keith Lott and the late Steve Barry. -
A Study on Chlorophyceae of the Artificial Ponds and Lakes of the National Botanical Garden of Iran
A STUDY ON CHLOROPHYCEAE OF THE ARTIFICIAL PONDS AND LAKES OF THE NATIONAL BOTANICAL GARDEN OF IRAN T. Nejadsattari, Z. Shariatmadari and Z. Jamzad Nejadsattari, T., Z. Shariatmadari, and Z. Jamzad,.2006 01 01:.A study on chlorophyceae of the artificial ponds and lakes of National Botanical Garden of Iran . – Iran. Journ. Bot. 11 (2): 159-168. Tehran Five aquatic sites of National Botanical Garden of Iran monthly were sampled from December 2003 through November 2004. 68 genera and species of 10 families and 6 orders of the planktonic Chlorophyceae were identified. Among the families Desmidaceae with 22 genera and species showed the highest species richness. Scenedesmaceae (15 species) and Oocystaceae (14 species), Hydrodictyaceae (7 species), Ulotrichaceae (3 species), Zygnemataceae (2 species), Volvocaceae (2 species) and Cladophoraceae, Oedogoniaceae and Trentephliaceae each with 1 species respectively presented in the studied sites. High population densities of species were observed in the warm months. Taher Nejadsattari, Department of Plant Biology, Faculty of Basic Sciences, Islamic Azad University Science and Research Branch, Tehran. –Ziba Jamzad, Reasearch Institute of Forests and Rangelands, P. O. Box 13185- 116, Tehran, Iran. –Zeinab Shariatmadari, Department of Plant biology, Faculty of Basic Sciences, Islamic Azad University Science and Research Branch, Tehran. Keywords. Chlorophyceae, identification, Botanical garden, Iran. ﻣﻄﺎﻟﻌﻪاي در ﻣﻮرد ﺟﻠﺒﻜﻬﺎي ﺳﺒﺰ درﻳﺎﭼﻪﻫﺎ و ﺑﺮﻛﻪﻫﺎي ﺑﺎغ ﮔﻴﺎﻫﺸﻨﺎﺳﻲ ﻣﻠﻲ اﻳﺮان ﻃﺎﻫﺮ ﻧﮋاد ﺳﺘﺎري، زﻳﻨﺐ ﺷﺮﻳﻌﺘﻤﺪاري و زﻳﺒﺎ ﺟﻢ زاد در ﻃﻲ اﻳﻦ ﺗﺤﻘﻴﻖ ﺟﻠﺒﻜﻬﺎي ﺳﺒﺰ 5 ﺑﺮﻛﻪ ﻣﺼﻨﻮﻋﻲ در ﺑﺎغ ﮔﻴﺎﻫﺸﻨﺎﺳﻲ ﻣﻠﻲ اﻳﺮان ﺑﺎ ﻧﻤﻮﻧﻪﺑﺮداري ﻣﺎﻫﻴﺎﻧﻪ از آذر 1382 ﺗﺎ آﺑﺎن 1383 ﻣﻮرد ﻣﻄﺎﻟﻌﻪ و ﺷﻨﺎﺳﺎﻳﻲ ﻗﺮار ﮔﺮﻓﺘﻨﺪ. 68 ﺟﻨﺲ و ﮔﻮﻧﻪ ﻣﺘﻌﻠﻖ ﺑﻪ 10 ﺗﻴﺮه و 6 راﺳﺘﻪ از ﺟﻠﺒﻜﻬﺎي ﺳﺒﺰ ﺷﻨﺎﺳﺎﻳﻲ ﮔﺮدﻳﺪ. -
New Phylogenetic Hypotheses for the Core Chlorophyta Based on Chloroplast Sequence Data
ORIGINAL RESEARCH ARTICLE published: 17 October 2014 ECOLOGY AND EVOLUTION doi: 10.3389/fevo.2014.00063 New phylogenetic hypotheses for the core Chlorophyta based on chloroplast sequence data Karolina Fucíkovᡠ1, Frederik Leliaert 2,3, Endymion D. Cooper 4, Pavel Škaloud 5, Sofie D’Hondt 2, Olivier De Clerck 2, Carlos F. D. Gurgel 6, Louise A. Lewis 1, Paul O. Lewis 1, Juan M. Lopez-Bautista 3, Charles F. Delwiche 4 and Heroen Verbruggen 7* 1 Department of Ecology and Evolutionary Biology, University of Connecticut, Storrs, CT, USA 2 Phycology Research Group, Biology Department, Ghent University, Ghent, Belgium 3 Department of Biological Sciences, The University of Alabama, Tuscaloosa, AL, USA 4 Department of Cell Biology and Molecular Genetics and the Maryland Agricultural Experiment Station, University of Maryland, College Park, MD, USA 5 Department of Botany, Faculty of Science, Charles University in Prague, Prague, Czech Republic 6 School of Earth and Environmental Sciences, The University of Adelaide, Adelaide, SA, Australia 7 School of Botany, University of Melbourne, Melbourne, VIC, Australia Edited by: Phylogenetic relationships in the green algal phylum Chlorophyta have long been subject to Debashish Bhattacharya, Rutgers, debate, especially at higher taxonomic ranks (order, class). The relationships among three The State University of New Jersey, traditionally defined and well-studied classes, Chlorophyceae, Trebouxiophyceae, and USA Ulvophyceae are of particular interest, as these groups are species-rich and ecologically Reviewed by: Jinling Huang, East Carolina important worldwide. Different phylogenetic hypotheses have been proposed over the University, USA past two decades and the monophyly of the individual classes has been disputed on Cheong Xin Chan, The University of occasion. -
Abstract Use of the Green Microalga Monoraphidium Sp. Dek19 to Remediate Wastewater
ABSTRACT USE OF THE GREEN MICROALGA MONORAPHIDIUM SP. DEK19 TO REMEDIATE WASTEWATER: SALINITY STRESS AND SCALING TO MESOCOSM CULTURES Anthony Robert Kephart, M.S. Department of Biological Sciences Northern Illinois University, 2016 Gabriel Holbrook, Director The purpose of this thesis was to investigate the growth of the green microalga Monoraphidium sp. Dek19 in the context of phycoremediation under conditions representative of wastewater media of a Midwest wastewater treatment facility. Microalgae were grown in effluent collected from four different wastewater streams at the DeKalb Sanitary District (DSD), DeKalb, Illinois, USA in volumes from 1 L to 380 L. It was determined through preliminary modeling of public data that Monoraphidium sp. Dek19 will likely outcompete local heterospecifics in final effluent wastewaters at the DSD 51.8% of the year. It was also determined that neither nitrogen nor phosphorus should become a limiting nutrient throughout the year. Study of the response of Monoraphidium sp. Dek19 to salinity stress was also completed. Salt stress caused a significant increase in lipid accumulation in salt stressed cultures compared to control cultures (37.0-50.5% increase) with a reduction in biomass productivity. Increases in photosynthetic pigments per cell were seen under salt stress, though the ratio of chlorophyll a and b remained constant. Finally, nitrate uptake was not greatly affected by salinity stress except when biomass accumulation became a corollary for uptake (nitrogen saturation). Luxury uptake of phosphate was significantly affected by wastewater salinity (p<0.001). High sodium potentially interrupts phosphate stress response proteins, slowing internalization of phosphate. Phosphate removal was still possible as some protein binding proteins appear to operate independent of sodium. -
The Draft Genome of Hariotina Reticulata (Sphaeropleales
Protist, Vol. 170, 125684, December 2019 http://www.elsevier.de/protis Published online date 19 October 2019 ORIGINAL PAPER Protist Genome Reports The Draft Genome of Hariotina reticulata (Sphaeropleales, Chlorophyta) Provides Insight into the Evolution of Scenedesmaceae a,b,2 c,d,2 b e f Yan Xu , Linzhou Li , Hongping Liang , Barbara Melkonian , Maike Lorenz , f g a,g e,1 a,g,1 Thomas Friedl , Morten Petersen , Huan Liu , Michael Melkonian , and Sibo Wang a BGI-Shenzhen, Beishan Industrial Zone, Yantian District, Shenzhen 518083, China b BGI Education Center, University of Chinese Academy of Sciences, Beijing, China c China National GeneBank, BGI-Shenzhen, Jinsha Road, Shenzhen 518120, China d Department of Biotechnology and Biomedicine, Technical University of Denmark, Copenhagen, Denmark e University of Duisburg-Essen, Campus Essen, Faculty of Biology, Universitätsstr. 5, 45141 Essen, Germany f Department ‘Experimentelle Phykologie und Sammlung von Algenkulturen’ (EPSAG), University of Göttingen, Nikolausberger Weg 18, 37073 Göttingen, Germany g Department of Biology, University of Copenhagen, Copenhagen, Denmark Submitted October 9, 2019; Accepted October 13, 2019 Hariotina reticulata P. A. Dangeard 1889 (Sphaeropleales, Chlorophyta) is a common member of the summer phytoplankton of meso- to highly eutrophic water bodies with a worldwide distribution. Here, we report the draft whole-genome shotgun sequencing of H. reticulata strain SAG 8.81. The final assembly comprises 107,596,510 bp with over 15,219 scaffolds (>100 bp). This whole-genome project is publicly available in the CNSA (https://db.cngb.org/cnsa/) of CNGBdb under the accession number CNP0000705. © 2019 Elsevier GmbH. All rights reserved. Key words: Scenedesmaceae; genome; algae; comparative genomics. -
The Draft Genome of the Small, Spineless Green Alga
Protist, Vol. 170, 125697, December 2019 http://www.elsevier.de/protis Published online date 25 October 2019 ORIGINAL PAPER Protist Genome Reports The Draft Genome of the Small, Spineless Green Alga Desmodesmus costato-granulatus (Sphaeropleales, Chlorophyta) a,b,2 a,c,2 d,e f g Sibo Wang , Linzhou Li , Yan Xu , Barbara Melkonian , Maike Lorenz , g b a,e f,1 Thomas Friedl , Morten Petersen , Sunil Kumar Sahu , Michael Melkonian , and a,b,1 Huan Liu a BGI-Shenzhen, Beishan Industrial Zone, Yantian District, Shenzhen 518083, China b Department of Biology, University of Copenhagen, Copenhagen, Denmark c Department of Biotechnology and Biomedicine, Technical University of Denmark, Copenhagen, Denmark d BGI Education Center, University of Chinese Academy of Sciences, Beijing, China e State Key Laboratory of Agricultural Genomics, BGI-Shenzhen, Shenzhen 518083, China f University of Duisburg-Essen, Campus Essen, Faculty of Biology, Universitätsstr. 2, 45141 Essen, Germany g Department ‘Experimentelle Phykologie und Sammlung von Algenkulturen’, University of Göttingen, Nikolausberger Weg 18, 37073 Göttingen, Germany Submitted October 9, 2019; Accepted October 21, 2019 Desmodesmus costato-granulatus (Skuja) Hegewald 2000 (Sphaeropleales, Chlorophyta) is a small, spineless green alga that is abundant in the freshwater phytoplankton of oligo- to eutrophic waters worldwide. It has a high lipid content and is considered for sustainable production of diverse compounds, including biofuels. Here, we report the draft whole-genome shotgun sequencing of D. costato-granulatus strain SAG 18.81. The final assembly comprises 48,879,637 bp with over 4,141 scaffolds. This whole-genome project is publicly available in the CNSA (https://db.cngb.org/cnsa/) of CNGBdb under the accession number CNP0000701. -
First Identification of the Chlorophyte Algae Pseudokirchneriella Subcapitata (Korshikov) Hindák in Lake Waters of India
Nature Environment and Pollution Technology p-ISSN: 0972-6268 Vol. 19 No. 1 pp. 409-412 2020 An International Quarterly Scientific Journal e-ISSN: 2395-3454 Original Research Paper Open Access First Identification of the Chlorophyte Algae Pseudokirchneriella subcapitata (Korshikov) Hindák in Lake Waters of India Vidya Padmakumar and N. C. Tharavathy Department of Studies and Research in Biosciences, Mangalore University, Mangalagangotri, Mangaluru-574199, Dakshina Kannada, Karnataka, India ABSTRACT Nat. Env. & Poll. Tech. Website: www.neptjournal.com The species Pseudokirchneriella subcapitata is a freshwater microalga belonging to Chlorophyceae. It is one of the best-known bio indicators in eco-toxicological research. It has been increasingly Received: 13-06-2019 prevalent in many fresh water bodies worldwide. They have been since times used in many landmark Accepted: 23-07-2019 toxicological analyses due to their ubiquitous nature and acute sensitivity to substances. During a survey Key Words: of chlorophytes in effluent impacted lakes of Attibele region of Southern Bangalore,Pseudokirchneriella Bioindicator subcapitata was identified from the samples collected from the Giddenahalli Lake as well as Zuzuvadi Ecotoxicology Lake. This is the first identification of this species in India. Analysis based on micromorphology confirmed Lakes of India the status of the organism to be Pseudokirchneriella subcapitata. Pseudokirchneriella subcapitata INTRODUCTION Classification: Pseudokirchneriella subcapitata was previously called as Empire: Eukaryota Selenastrum capricornatum (NIVA-CHL 1 strain). But Kingdom: Plantae according to Nygaard & Komarek et al. (1986, 1987), Subkingdom: Viridiplantae this alga does not belong to the genus Selenastrum instead to Raphidocelis (Hindak 1977) and was renamed Infrakingdom: Chlorophyta Raphidocelis subcapitata (Korshikov 1953). Hindak Phylum: Chlorophyta in 1988 made the name Kirchneriella subcapitata Subphylum: Chlorophytina Korshikov, and it was his type species of his new Genus Class: Chlorophyceae Kirchneria. -
Composition and Distribution of Subaerial Algal Assemblages in Galway City, Western Ireland
Cryptogamie, Algol., 2003, 24 (3): 245-267 © 2003 Adac. Tous droits réservés Composition and distribution of subaerial algal assemblages in Galway City, western Ireland Fabio RINDI* and Michael D. GUIRY Department of Botany, Martin Ryan Institute, National University of Ireland, Galway, Ireland (Received 5 October 2002, accepted 26 March 2003) Abstract – The subaerial algal assemblages of Galway City, western Ireland, were studied by examination of field collections and culture observations; four main types of assem- blages were identified. The blue-green assemblage was the most common on stone and cement walls; it was particularly well-developed at sites characterised by poor water drainage. Gloeocapsa alpina and other species of Gloeocapsa with coloured envelopes were the most common forms; Tolypothrix byssoidea and Nostoc microscopicum were also found frequently. The Trentepohlia assemblage occurred also on walls; it was usually produced by large growths of Trentepohlia iolithus, mainly on concrete. Trentepohlia cf. umbrina and Printzina lagenifera were less common and occurred on different substrata. The prasio- lalean assemblage was the community usually found at humid sites at the basis of many walls and corners. Rosenvingiella polyrhiza, Prasiola calophylla and Phormidium autumnale were the most common entities; Klebsormidium flaccidum and Prasiola crispa were locally abundant at some sites. The Desmococcus assemblage was represented by green growths at the basis of many trees and electric-light poles and less frequently occurred at the bases of walls. Desmococcus olivaceus was the dominant form, sometimes with Chlorella ellipsoidea. Trebouxia cf. arboricola, Apatococcus lobatus and Trentepohlia abietina were the most common corticolous algae. Fifty-one subaerial algae were recorded; most did not exhibit any obvious substratum preference, the Trentepohliaceae being the only remarkable excep- tion. -
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.