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Large-scale computational analyses of gut microbial CAZyme repertoires enabled by Cayman

Large-scale computational analyses of gut microbial CAZyme repertoires enabled by Cayman

来源:bioRxiv_logobioRxiv
英文摘要

Carbohydrate-active enzymes (CAZymes) are crucial for digesting glycans, but bioinformatics tools for CAZyme profiling and interpretation of substrate preferences in microbial community data are lacking. To address this, we developed a CAZyme profiler (Cayman) and a hierarchical substrate annotation scheme. Leveraging these, we genomically survey CAZymes in human gut microbes (n=107,683 genomes), which suggests novel mucin-foraging species. In a subsequent meta-analysis of CAZyme repertoires in Western versus non-Western gut metagenomes (n=4,281) we find that non-Western metagenomes are richer in fibre-degrading CAZymes despite lower overall CAZyme richness. We additionally pinpoint the taxonomic drivers underlying these CAZyme community shifts. A second meta-analysis comparing colorectal cancer patients (CRC) to controls (n=1,998) shows that CRC metagenomes are deprived of dietary fibre-targeting, but enriched in glycosaminoglycan-targeting CAZymes. A genomic analysis of co-localizing CAZyme domains predicts novel substrates for CRC-enriched CAZymes. Cayman is broadly applicable across microbial communities and freely available from https://github.com/zellerlab/cayman.

Karcher Nicolai、Delannoy-Bruno Omar、Pekel Selin、Schudoma Christian、Zeller Georg、Tytgat Hanne L.P.、Springer Fabian、Ducarmon Quinten R.

10.1101/2024.01.08.574624

微生物学生物科学研究方法、生物科学研究技术分子生物学

Karcher Nicolai,Delannoy-Bruno Omar,Pekel Selin,Schudoma Christian,Zeller Georg,Tytgat Hanne L.P.,Springer Fabian,Ducarmon Quinten R..Large-scale computational analyses of gut microbial CAZyme repertoires enabled by Cayman[EB/OL].(2025-03-28)[2025-06-04].https://www.biorxiv.org/content/10.1101/2024.01.08.574624.点此复制

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