Profiling a Community-Specific Function Landscape for Bacterial Peptides Through Protein-Level Meta-Assembly and Machine Learning

Profiling a Community-Specific Function Landscape for Bacterial Peptides Through Protein-Level Meta-Assembly and Machine Learning

Small proteins, encoded by small open reading frames, are only beginning to emerge with the current advancement of omics technology and bioinformatics. There is increasing evidence that small proteins play roles in diverse critical biological functions, such as adjusting cellular metabolism, regulat...

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Bibliographic Details
Main Authors: Mitra Vajjala, Brady Johnson, Lauren Kasparek, Michael Leuze, Qiuming Yao
Format: Article
Language:English
Published: Frontiers Media S.A. 2022-07-01
Series:Frontiers in Genetics
Subjects:
bacterial peptide
machine learning
metagenomics
protein annotation
protein clustering
Online Access:https://www.frontiersin.org/articles/10.3389/fgene.2022.935351/full

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