FUNGuild: An open annotation tool for parsing fungal community datasets by ecological guild

被引:3087
作者
Nguyen, Nhu H. [1 ]
Song, Zewei [2 ]
Bates, Scott T. [2 ]
Branco, Sara [3 ]
Tedersoo, Leho [4 ]
Menke, Jon [1 ]
Schilling, Jonathan S. [5 ]
Kennedy, Peter G. [1 ,6 ]
机构
[1] Univ Minnesota, Dept Plant Biol, St Paul, MN USA
[2] Univ Minnesota, Dept Plant Pathol, St Paul, MN USA
[3] Univ Calif Berkeley, Dept Plant & Microbial Biol, Berkeley, CA 94720 USA
[4] Univ Tartu, Nat Hist Museum, Ulikooli 18, EE-50090 Tartu, Estonia
[5] Univ Minnesota, Dept Bioprod & Biosyst Engn, St Paul, MN 55108 USA
[6] Univ Minnesota, Dept Ecol Evolut & Behav, St Paul, MN 55108 USA
关键词
Trophic modes; Function; Guild; Bioinformatics; High-throughput sequencing; Community ecology; ECTOMYCORRHIZAL FUNGI; MICROBIAL COMMUNITIES; CARBON SEQUESTRATION; PATTERNS; DIVERSITY; SEQUENCES; PLANT; IDENTIFICATION; BIOGEOGRAPHY; ASSOCIATIONS;
D O I
10.1016/j.funeco.2015.06.006
中图分类号
Q14 [生态学(生物生态学)];
学科分类号
071012 ; 0713 ;
摘要
Fungi typically live in highly diverse communities composed of multiple ecological guilds. Although high-throughput sequencing has greatly increased the ability to quantify the diversity of fungi in environmental samples, researchers currently lack a simple and consistent way to sort large sequence pools into ecologically meaningful categories. We address this issue by introducing FUNGuild, a tool that can be used to taxonomically parse fungal OTUs by ecological guild independent of sequencing platform or analysis pipeline. Using a database and an accompanying bioinformatics script, we demonstrate the application of FUNGuild to three high-throughput sequencing datasets from different habitats: forest soils, grassland soils, and decomposing wood. We found that guilds characteristic of each habitat (i.e., saprotrophic and ectomycorrhizal fungi in forest soils, saprotrophic and arbuscular mycorrhizal fungi in grassland soils, saprotrophic, wood decomposer, and plant pathogenic fungi in decomposing wood) were each well represented. The example datasets demonstrate that while we could quickly and efficiently assign a large portion of the data to guilds, another large portion could not be assigned, reflecting the need to expand and improve the database as well as to gain a better understanding of natural history for many described and undescribed fungal species. As a community resource, FUNGuild is dependent on third-party annotation, so we invite researchers to populate it with new categories and records as well as refine those already in existence. (C) 2015 Elsevier Ltd and The British Mycological Society. All rights reserved.
引用
收藏
页码:241 / 248
页数:8
相关论文
共 68 条
[1]   PlutoF-a Web Based Workbench for Ecological and Taxonomic Research, with an Online Implementation for Fungal ITS Sequences [J].
Abarenkov, Kessy ;
Tedersoo, Leho ;
Nilsson, R. Henrik ;
Vellak, Kai ;
Saar, Irja ;
Veldre, Vilmar ;
Parmasto, Erast ;
Prous, Marko ;
Aan, Anne ;
Ots, Margus ;
Kurina, Olavi ;
Ostonen, Ivika ;
Jogeva, Janno ;
Halapuu, Siim ;
Poldmaa, Kadri ;
Toots, Maert ;
Truu, Jaak ;
Larsson, Karl-Henrik ;
Koljalg, Urmas .
EVOLUTIONARY BIOINFORMATICS, 2010, 6 :189-196
[2]   The UNITE database for molecular identification of fungi - recent updates and future perspectives [J].
Abarenkov, Kessy ;
Nilsson, R. Henrik ;
Larsson, Karl-Henrik ;
Alexander, Ian J. ;
Eberhardt, Ursula ;
Erland, Susanne ;
Hoiland, Klaus ;
Kjoller, Rasmus ;
Larsson, Ellen ;
Pennanen, Taina ;
Sen, Robin ;
Taylor, Andy F. S. ;
Tedersoo, Leho ;
Ursing, Bjorn M. ;
Vralstad, Trude ;
Liimatainen, Kare ;
Peintner, Ursula ;
Koljalg, Urmas .
NEW PHYTOLOGIST, 2010, 186 (02) :281-285
[3]   Exploration types of ectomycorrhizae - A proposal to classify ectomycorrhizal mycelial systems according to their patterns of differentiation and putative ecological importance [J].
Agerer, R .
MYCORRHIZA, 2001, 11 (02) :107-114
[4]  
Alexopoulos C. J., 1996
[5]   Quantifying microbial communities with 454 pyrosequencing: does read abundance count? [J].
Amend, Anthony S. ;
Seifert, Keith A. ;
Bruns, Thomas D. .
MOLECULAR ECOLOGY, 2010, 19 (24) :5555-5565
[6]   Active and total microbial communities in forest soil are largely different and highly stratified during decomposition [J].
Baldrian, Petr ;
Kolarik, Miroslav ;
Stursova, Martina ;
Kopecky, Jan ;
Valaskova, Vendula ;
Vetrovsky, Tomaas ;
Zifcakova, Lucia ;
Snajdr, Jaroslav ;
Ridl, Jakub ;
Vlcek, Cestmir ;
Voriskova, Jana .
ISME JOURNAL, 2012, 6 (02) :248-258
[7]   Global biogeography of highly diverse protistan communities in soil [J].
Bates, Scott T. ;
Clemente, Jose C. ;
Flores, Gilberto E. ;
Walters, William Anthony ;
Parfrey, Laura Wegener ;
Knight, Rob ;
Fierer, Noah .
ISME JOURNAL, 2013, 7 (03) :652-659
[8]  
Bidartondo MI, 2008, SCIENCE, V319, P1616, DOI 10.1126/science.319.5870.1616a
[9]   THE FUNGI: 1, 2, 3 ... 5.1 MILLION SPECIES? [J].
Blackwell, Meredith .
AMERICAN JOURNAL OF BOTANY, 2011, 98 (03) :426-438
[10]   Fungi at a Small Scale: Spatial Zonation of Fungal Assemblages around Single Trees [J].
Branco, Sara ;
Bruns, Thomas D. ;
Singleton, Ian .
PLOS ONE, 2013, 8 (10)