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ProteoClade: A taxonomic toolkit for multi-species and metaproteomic analysis.


ABSTRACT: We present ProteoClade, a Python toolkit that performs taxa-specific peptide assignment, protein inference, and quantitation for multi-species proteomics experiments. ProteoClade scales to hundreds of millions of protein sequences, requires minimal computational resources, and is open source, multi-platform, and accessible to non-programmers. We demonstrate its utility for processing quantitative proteomic data derived from patient-derived xenografts and its speed and scalability enable a novel de novo proteomic workflow for complex microbiota samples.

SUBMITTER: Mooradian AD 

PROVIDER: S-EPMC7082058 | biostudies-literature | 2020 Mar

REPOSITORIES: biostudies-literature

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ProteoClade: A taxonomic toolkit for multi-species and metaproteomic analysis.

Mooradian Arshag D AD   van der Post Sjoerd S   Naegle Kristen M KM   Held Jason M JM  

PLoS computational biology 20200309 3


We present ProteoClade, a Python toolkit that performs taxa-specific peptide assignment, protein inference, and quantitation for multi-species proteomics experiments. ProteoClade scales to hundreds of millions of protein sequences, requires minimal computational resources, and is open source, multi-platform, and accessible to non-programmers. We demonstrate its utility for processing quantitative proteomic data derived from patient-derived xenografts and its speed and scalability enable a novel  ...[more]

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