Christina M Chavez, Marie-Claire Harrison, Thodoris Danis, Marizeth Groenewald, Chris Todd Hittinger, Antonis Rokas
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引用次数: 0
Abstract
Saccharomycotina is a subphylum of ascomycete fungi with diverse asexual growth morphologies. Filamentous growth can comprise linear and branched budding cells that do not undergo cell separation, termed pseudohyphae, or tubular filaments with septa that perforate allowing movement of organelles, termed true hyphae. We integrated phenotypic, genomic, metabolic, and environmental data on isolation sources from 1051 species to examine the variation and evolutionary history of filamentation across Saccharomycotina and determine whether these data could predict filamentation types. We found that 63.37% of strains can form filaments; 6.56% true hyphae, 42.40% pseudohyphae, and 14.39% both true hyphae and pseudohyphae. The distributions of species that can produce true hyphae or filament were more strongly correlated with the yeast phylogeny than the distribution of species with pseudohyphae. Ancestral state reconstruction suggested that true hyphal and pseudohyphal morphologies evolved several times, that most yeast ancestors likely produced pseudohyphae or lacked filaments, and that the Saccharomycotina last common ancestor likely produced pseudohyphae but not true hyphae. Machine learning models trained on genomic and metabolic features predicted filament morphologies with ∼70% accuracy. Connecting the evolution of morphologies to their genomic, physiological, and ecological characteristics will enrich our understanding of how the diversity of lifestyles evolved in Saccharomycotina.
期刊介绍:
FEMS Yeast Research offers efficient publication of high-quality original Research Articles, Mini-reviews, Letters to the Editor, Perspectives and Commentaries that express current opinions. The journal will select for publication only those manuscripts deemed to be of major relevance to the field and generally will not consider articles that are largely descriptive without insights on underlying mechanism or biology. Submissions on any yeast species are welcome provided they report results within the scope outlined below and are of significance to the yeast field.