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Connecting MetaProteomeAnalyzer and PeptideShaker to Unipept for Seamless End-to-End Metaproteomics Data Analysis.

Tim Van Den BosschePieter VerschaffeltKay SchallertHarald BarsnesPeter DawyndtDirk BenndorfBernhard Y RenardBart MesuereLennart MartensThilo Muth
Published in: Journal of proteome research (2020)
Although metaproteomics, the study of the collective proteome of microbial communities, has become increasingly powerful and popular over the past few years, the field has lagged behind on the availability of user-friendly, end-to-end pipelines for data analysis. We therefore describe the connection from two commonly used metaproteomics data processing tools in the field, MetaProteomeAnalyzer and PeptideShaker, to Unipept for downstream analysis. Through these connections, direct end-to-end pipelines are built from database searching to taxonomic and functional annotation.
Keyphrases
  • data analysis
  • machine learning
  • rna seq
  • artificial intelligence
  • deep learning