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Phenogenomics reveals the ecology and evolution of Trichoderma fungi for sustainable agriculture

dc.contributor.authorSteindorff, Andrei S.
dc.contributor.authorCai, Feng M.
dc.contributor.authorDing, Mingyue
dc.contributor.authorJiang, Siqi
dc.contributor.authorAtanasova, Lea
dc.contributor.authorBaker, Scott E.
dc.contributor.authorBarbosa-Filho, Jomal Rodrigues
dc.contributor.authorBayram Akcapinar, Gunseli
dc.contributor.authorBrown, Daren W.
dc.contributor.authorChaverri, Priscila
dc.contributor.authorChen, Peijie
dc.contributor.authorChenthamara, Komal
dc.contributor.authorDaum, Chris
dc.contributor.authorDrula, Elodie
dc.contributor.authorDubey, Mukesh
dc.contributor.authorBrandstrom Durling, Mikael
dc.contributor.authorFlatschacher, Daniel
dc.contributor.authorEbner, Thomas
dc.contributor.authorEmri, Tamas
dc.contributor.authorGao, Renwei
dc.contributor.authorGeorg, Raphaela Castro
dc.contributor.authorHenrissat, Bernard
dc.contributor.authorHermosa, Rosa
dc.contributor.authorHerrera-Estrella, Alfredo
dc.contributor.authorHinterdobler, Wolfgang
dc.contributor.authorKainz, Philipp
dc.contributor.authorKarlsson, Magnus
dc.contributor.authorKredics, Laszlo
dc.contributor.authorKubicek, Christian P.
dc.contributor.authorKuo, Alan
dc.contributor.authorLabutti, Kurt
dc.contributor.authorLipzen, Anna
dc.contributor.authorLorito, Matteo
dc.contributor.authorMach, Robert L.
dc.contributor.authorManganiello, Gelsomina
dc.contributor.authorMarik, Tamas
dc.contributor.authorMartinez-Reyes, Natalia
dc.contributor.authorMayrhofer-Reinhartshuber, Michael
dc.contributor.authorMiskei, Marton
dc.contributor.authorMoisan, Marie-Claude
dc.contributor.authorMondo, Stephen
dc.contributor.authorMonte, Enrique
dc.contributor.authorNg, Vivian
dc.contributor.authorPang, Guan
dc.contributor.authorPangilinan, Jasmyn
dc.contributor.authorPeng, Mao
dc.contributor.authorPiombo, Edoardo
dc.contributor.authorPocsi, Istvan
dc.contributor.authorRahimi, Mohammad Javad
dc.contributor.authorReddy, Sumitha K.
dc.contributor.authorRiley, Robert
dc.contributor.authorSarrocco, Sabrina
dc.contributor.authorSchmal, Matthias
dc.contributor.authorSchmoll, Monika
dc.contributor.authorSzucs, Attila
dc.contributor.authorWoo, Sheridan L.
dc.contributor.authorYarden, Oded
dc.contributor.authorZeilinger, Susanne
dc.contributor.authorZimmermann, Christian
dc.contributor.authorShelest, Ekaterina
dc.contributor.authorTsang, Adrian
dc.contributor.authorBerka, Randy
dc.contributor.authorDe Vries, Ronald P.
dc.contributor.authorGrigoriev, Igor V.
dc.contributor.authorDruzhinina, Irina S.
dc.date.accessioned2026-11-05T11:05:34Z
dc.date.issued2026
dc.description.abstractTrichoderma fungi support sustainable agriculture by suppressing plant diseases and improving crop performance. However, emerging pathogenicity of Trichoderma warrants further ecological and genetic characterization. Here we used machine learning to correlate genomic data from 37 Trichoderma strains with over 140 phenotypic traits, spanning metabolic versatility, biotic interactions, stress tolerance and reproductive strategies. We determined Trichoderma to be an ancient, genetically cohesive and physiologically diverse genus with spores capable of germination in water and dispersal via air and water droplets. Metabolic preferences indicate universal adaptation to mycoparasitism and to niches like arboreal microbial mats, alongside broader saprotrophic versatility. Our analyses are consistent with character displacement among close relatives and convergent evolution in distant lineages, with both processes shaping ecological plasticity and traits including dispersal modes, terrestrialization or endophytism. Our findings reveal that while some Trichoderma species show traits of biosafety concern, its vast ecophysiological diversity enables the development of safe, targeted bioeffectors.
dc.description.issue3
dc.description.sponsorshipThis work (proposals at https://doi.org/10.46936/10.25585/60001138 (genus Trichoderma), https://doi.org/10.46936/10.25585/60001003 (T. afroharzianum) and https://doi.org/10.25585/60001019 for some phylogenetic reference strains) was conducted by the US Department of Energy Joint Genome Institute (https://ror.org/04xm1d337), a DOE Office of Science User Facility, and is supported by the Office of Science of the US Department of Energy under contract number DE-AC02-05CH11231. The present work was supported by grants from the National Natural Science Foundation of China (32470020) and the Fundamental and Interdisciplinary Disciplines Breakthrough Plan of the Ministry of Education of China (JYB2025XDXM902) to F.M.C. This project was also supported by US National Science Foundation grants DEB-1638976 and DEB-1019972 awarded to P. Chaverri, as well as funding from the HUN-REN Hungarian Research Network (T. Emri, M.M., I.P.). This work was supported in part by the US Department of Agriculture, Agricultural Research Service. This project was also supported by grants from CNPq (National Council for Scientific and Technological Development, Brazil) and FAPEG (Research Support Foundation of the State of Goias, Brazil) to R.C.G. M.K. was supported by SLU (Swedish University of Agricultural Sciences) and SLU Grogrund. I.S.D. received startup funding from Nanjing Agricultural University, China, and Royal Botanic Gardens, Kew, UK. We thank Joseph Spatafora (Oregon State University, USA) and Kathryn Bushley (US Department of Agriculture, Agricultural Research Service/Emerging Pests and Pathogens Unit, USA) for granting permission to use two unpublished hypocrealean genomes as phylogenetic references. We are also grateful to Q. Shen (Nanjing Agricultural University, China) for his support in securing funding and providing a research environment for phenotypic assays, as well as to J. Zhang, K. Duo and Z. Zhao from the same institution for their valuable assistance in laboratory work. Special thanks to C. Pretzer and M. Maric (Vienna, Austria) for their help with material shipment and to A. Kopchinskiy (Vienna, Austria) for sampling support of some materials. The authors support diversity and inclusion in research and affirm that the author team represents a range of geographic locations, career stages and genders.
dc.description.volume11
dc.identifier.doi10.1038/s41564-026-02260-3
dc.identifier.issn2058-5276
dc.identifier.urihttps://doi.org/10.1038/s41564-026-02260-3
dc.identifier.urihttps://openaccess.acibadem.edu.tr/handle/11443/11319
dc.identifier.wosWOS:001705038900001
dc.language.isoen
dc.publisherNATURE PORTFOLIO
dc.relation.fundingRoyal Botanical Gardens, Kew
dc.relation.fundingNational Science Foundation (NSF)(National Science Foundation (NSF))
dc.relation.fundingNanjing Agricultural University (NAU)
dc.relation.fundingNSF | National Science Board (NSB)
dc.relation.fundingNational Natural Science Foundation of China (National Science Foundation of China)(National Natural Science Foundation of China (NSFC))
dc.relation.fundingNational Science Foundation (NSF) [DEB-1638976]
dc.relation.fundingNSF | National Science Board (NSB) [DEB-1019972]
dc.relation.fundingNational Natural Science Foundation of China (National Science Foundation of China) [32470020]
dc.relation.hasversion10.1038/s41564-026-02260-3
dc.relation.ispartofNATURE MICROBIOLOGY
dc.subjectSEQUENCE
dc.subjectALGORITHM
dc.subjectGENOMICS
dc.subjectDISEASE
dc.subjectMicrobiology
dc.titlePhenogenomics reveals the ecology and evolution of Trichoderma fungi for sustainable agriculture
dc.typeArticle
oaire.citation.editionScience Citation Index Expanded (SCI-EXPANDED)
oaire.citation.issue3
oaire.citation.volume11
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