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A complementary metaproteomic approach to interrogate microbiome cultivated from clinical colon biopsies

Van An Duong, Altai Enkhbayar, Nobel Bhasin, Lakmini Senavirathna, Eva C. Preisner, Kristi L. Hoffman, Richa Shukla, Robert R. Jenq, Kai Cheng, Mary P. Bronner, Daniel Figeys, Robert A. Britton, Sheng Pan, Ru Chen

Research output: Contribution to journalArticlepeer-review

2 Citations (Scopus)

Abstract

The human gut microbiome plays a vital role in preserving individual health and is intricately involved in essential functions. Imbalances or dysbiosis within the microbiome can significantly impact human health and are associated with many diseases. Several metaproteomics platforms are currently available to study microbial proteins within complex microbial communities. In this study, we attempted to develop an integrated pipeline to provide deeper insights into both the taxonomic and functional aspects of the cultivated human gut microbiomes derived from clinical colon biopsies. We combined a rapid peptide search by MSFragger against the Unified Human Gastrointestinal Protein database and the taxonomic and functional analyses with Unipept Desktop and MetaLab-MAG. Across seven samples, we identified and matched nearly 36,000 unique peptides to approximately 300 species and 11 phyla. Unipept Desktop provided gene ontology, InterPro entries, and enzyme commission number annotations, facilitating the identification of relevant metabolic pathways. MetaLab-MAG contributed functional annotations through Clusters of Orthologous Genes and Non-supervised Orthologous Groups categories. These results unveiled functional similarities and differences among the samples. This integrated pipeline holds the potential to provide deeper insights into the taxonomy and functions of the human gut microbiome for interrogating the intricate connections between microbiome balance and diseases.

Original languageEnglish
Article number2400078
JournalProteomics
Volume24
Issue number21-22
Early online date2 Jun 2024
DOIs
Publication statusPublished - 1 Nov 2024

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

  1. SDG 3 - Good Health and Well-being
    SDG 3 Good Health and Well-being

Keywords

  • data processing and analysis
  • gut microbiome
  • mass spectrometry
  • metaproteomics
  • proteomics
  • taxonomy

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