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Abstract Trichodermafungi support sustainable agriculture by suppressing plant diseases and improving crop performance. However, emerging pathogenicity ofTrichodermawarrants further ecological and genetic characterization. Here we used machine learning to correlate genomic data from 37Trichodermastrains with over 140 phenotypic traits, spanning metabolic versatility, biotic interactions, stress tolerance and reproductive strategies. We determinedTrichodermato 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 someTrichodermaspecies show traits of biosafety concern, its vast ecophysiological diversity enables the development of safe, targeted bioeffectors. 

Lentinulais a broadly distributed group of fungi that contains the cultivated shiitake mushroom,L. edodes. We sequenced 24 genomes representing eight described species and several unnamed lineages ofLentinulafrom 15 countries on four continents.Lentinulacomprises four major clades that arose in the Oligocene, three in the Americas and one in Asia–Australasia. To expand sampling of shiitake mushrooms, we assembled 60 genomes ofL. edodesfrom China that were previously published as raw Illumina reads and added them to our dataset.Lentinula edodessensu lato (s. lat.) contains three lineages that may warrant recognition as species, one including a single isolate from Nepal that is the sister group to the rest ofL. edodess. lat., a second with 20 cultivars and 12 wild isolates from China, Japan, Korea, and the Russian Far East, and a third with 28 wild isolates from China, Thailand, and Vietnam. Two additional lineages in China have arisen by hybridization among the second and third groups. Genes encoding cysteine sulfoxide lyase (lecsl) and γ-glutamyl transpeptidase (leggt), which are implicated in biosynthesis of the organosulfur flavor compound lenthionine, have diversified inLentinula. Paralogs of both genes that are unique toLentinula(lecsl3 andleggt5b) are coordinately up-regulated in fruiting bodies ofL. edodes. The pangenome ofL. edodess. lat. contains 20,308 groups of orthologous genes, but only 6,438 orthogroups (32%) are shared among all strains, whereas 3,444 orthogroups (17%) are found only in wild populations, which should be targeted for conservation. 

ABSTRACT For their food source, Trachymyrmex septentrionalis ants raise symbiotic fungus gardens that contain bacteria whose functions are poorly understood. Here, we report the genome sequences of eight bacteria isolated from these fungus gardens to better describe the ecology of these strains and their potential to produce secondary metabolites in this niche.