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Phage Phenomics: Physiological Approaches to Characterize Novel Viral Proteins
09:40

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Published on: June 11, 2015

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Improving gut virome comparisons using predicted phage host information.

Michael Shamash1, Anshul Sinha1, Corinne F Maurice1,2

  • 1Department of Microbiology & Immunology, McGill University, Montreal, Quebec, Canada.

Msystems
|April 8, 2025
PubMed
Summary
This summary is machine-generated.

We introduce predicted phage host families (PHFs) to classify gut viruses, improving comparisons across studies. PHFs offer a functional view of phage-host interactions, aiding in understanding gut microbiome dynamics and disease associations.

Keywords:
bacteriophagesbioinformaticsgut microbiomemicrobial interactionsvirome

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Area of Science:

  • Microbiology
  • Bioinformatics
  • Systems Biology

Background:

  • The human gut virome is dominated by bacteriophages (phages), viruses that infect bacteria.
  • High individual specificity and dynamism of gut phages complicate cross-study comparisons.
  • Existing phage taxonomy provides limited insight into host interactions and functional roles.

Purpose of the Study:

  • To propose and validate predicted phage host families (PHFs) as a functionally relevant unit for phage classification.
  • To enhance cross-study comparisons of the gut virome by providing a biologically meaningful framework.
  • To assess the utility of PHFs in identifying disease-specific virome signatures, such as in inflammatory bowel disease.

Main Methods:

  • Bioinformatic prediction of phage hosts and validation against Hi-C sequencing data in human and mouse fecal samples.
  • Analysis of ecological distances and longitudinal virome stability using PHFs compared to viral contigs.
  • Reanalysis of a large metagenomics dataset (>1,000 samples) to evaluate PHF prevalence and disease association.

Main Results:

  • Bioinformatic phage host predictions demonstrate high accuracy at the host family level.
  • PHFs significantly reduce intra- and interindividual ecological distances and improve virome stability over time.
  • PHFs are prevalent across individuals and facilitate the detection of inflammatory bowel disease-associated virome patterns.

Conclusions:

  • Predicted phage host families (PHFs) offer a robust, functionally relevant classification system for the gut virome.
  • PHFs improve the comparability and biological interpretability of metagenomic virome studies.
  • This framework aids in understanding gut microbiome ecology and identifying disease-specific viral signatures.