The macroevolution of filamentation morphology across the Saccharomycotina yeast subphylum.

IF 3.5 4区 生物学 Q3 BIOTECHNOLOGY & APPLIED MICROBIOLOGY
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.

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酵母菌亚门纤维形态的宏观进化。
Saccharomycotina是子囊菌属真菌的一个亚门,具有多种无性生长形态。丝状生长可以包括线状和分枝状芽殖细胞,它们不经历细胞分离,称为假菌丝,或管状菌丝,间隔穿孔,允许细胞器运动,称为真菌丝。我们整合了来自1 051种酵母菌分离源的表型、基因组、代谢和环境数据,研究了酵母菌间丝状结构的变异和进化历史,并确定这些数据是否可以预测丝状结构类型。结果表明,63.37%的菌株能成丝;真菌丝占6.56%,假菌丝占42.40%,真菌丝和假菌丝均占14.39%。产生真菌丝或长丝的菌种分布与酵母系统发育的相关性比产生假菌丝的菌种分布更强。祖先状态重建表明,真丝菌丝和假菌丝形态经过多次进化,大多数酵母祖先可能产生假菌丝或缺乏菌丝,而酵母菌属最后共同祖先可能产生假菌丝而不产生真菌丝。经过基因组和代谢特征训练的机器学习模型预测灯丝形态的准确率为70%。将形态的进化与其基因组、生理和生态特征联系起来,将丰富我们对酵母菌属生活方式多样性进化的理解。
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来源期刊
FEMS yeast research
FEMS yeast research 生物-生物工程与应用微生物
CiteScore
5.70
自引率
6.20%
发文量
54
审稿时长
1 months
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.
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