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Host-microbiome protein-protein interactions capture disease-relevant pathways
BACKGROUND: Host-microbe interactions are crucial for normal physiological and immune system development and are implicated in a variety of diseases, including inflammatory bowel disease (IBD), colorectal cancer (CRC), obesity, and type 2 diabetes (T2D). Despite large-scale case-control studies aime...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8895870/ https://www.ncbi.nlm.nih.gov/pubmed/35246229 http://dx.doi.org/10.1186/s13059-022-02643-9 |
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author | Zhou, Hao Beltrán, Juan Felipe Brito, Ilana Lauren |
author_facet | Zhou, Hao Beltrán, Juan Felipe Brito, Ilana Lauren |
author_sort | Zhou, Hao |
collection | PubMed |
description | BACKGROUND: Host-microbe interactions are crucial for normal physiological and immune system development and are implicated in a variety of diseases, including inflammatory bowel disease (IBD), colorectal cancer (CRC), obesity, and type 2 diabetes (T2D). Despite large-scale case-control studies aimed at identifying microbial taxa or genes involved in pathogeneses, the mechanisms linking them to disease have thus far remained elusive. RESULTS: To identify potential pathways through which human-associated bacteria impact host health, we leverage publicly-available interspecies protein-protein interaction (PPI) data to find clusters of microbiome-derived proteins with high sequence identity to known human-protein interactors. We observe differential targeting of putative human-interacting bacterial genes in nine independent metagenomic studies, finding evidence that the microbiome broadly targets human proteins involved in immune, oncogenic, apoptotic, and endocrine signaling pathways in relation to IBD, CRC, obesity, and T2D diagnoses. CONCLUSIONS: This host-centric analysis provides a mechanistic hypothesis-generating platform and extensively adds human functional annotation to commensal bacterial proteins. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13059-022-02643-9. |
format | Online Article Text |
id | pubmed-8895870 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-88958702022-03-10 Host-microbiome protein-protein interactions capture disease-relevant pathways Zhou, Hao Beltrán, Juan Felipe Brito, Ilana Lauren Genome Biol Research BACKGROUND: Host-microbe interactions are crucial for normal physiological and immune system development and are implicated in a variety of diseases, including inflammatory bowel disease (IBD), colorectal cancer (CRC), obesity, and type 2 diabetes (T2D). Despite large-scale case-control studies aimed at identifying microbial taxa or genes involved in pathogeneses, the mechanisms linking them to disease have thus far remained elusive. RESULTS: To identify potential pathways through which human-associated bacteria impact host health, we leverage publicly-available interspecies protein-protein interaction (PPI) data to find clusters of microbiome-derived proteins with high sequence identity to known human-protein interactors. We observe differential targeting of putative human-interacting bacterial genes in nine independent metagenomic studies, finding evidence that the microbiome broadly targets human proteins involved in immune, oncogenic, apoptotic, and endocrine signaling pathways in relation to IBD, CRC, obesity, and T2D diagnoses. CONCLUSIONS: This host-centric analysis provides a mechanistic hypothesis-generating platform and extensively adds human functional annotation to commensal bacterial proteins. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13059-022-02643-9. BioMed Central 2022-03-04 /pmc/articles/PMC8895870/ /pubmed/35246229 http://dx.doi.org/10.1186/s13059-022-02643-9 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Zhou, Hao Beltrán, Juan Felipe Brito, Ilana Lauren Host-microbiome protein-protein interactions capture disease-relevant pathways |
title | Host-microbiome protein-protein interactions capture disease-relevant pathways |
title_full | Host-microbiome protein-protein interactions capture disease-relevant pathways |
title_fullStr | Host-microbiome protein-protein interactions capture disease-relevant pathways |
title_full_unstemmed | Host-microbiome protein-protein interactions capture disease-relevant pathways |
title_short | Host-microbiome protein-protein interactions capture disease-relevant pathways |
title_sort | host-microbiome protein-protein interactions capture disease-relevant pathways |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8895870/ https://www.ncbi.nlm.nih.gov/pubmed/35246229 http://dx.doi.org/10.1186/s13059-022-02643-9 |
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