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Metagenome-informed metaproteomics of the human gut microbiome, host, and dietary exposome uncovers signatures of health and inflammatory bowel disease

  • Rafael Valdés-Mas
  • , Avner Leshem
  • , Danping Zheng
  • , Yotam Cohen
  • , Lara Kern
  • , Niv Zmora
  • , Yiming He
  • , Corine Katina
  • , Shimrit Eliyahu-Miller
  • , Tal Yosef-Hevroni
  • , Liron Richman
  • , Barbara Raykhel
  • , Shira Allswang
  • , Reut Better
  • , Merav Shmueli
  • , Aurelia Saftien
  • , Nyssa Cullin
  • , Fernando Slamovitz
  • , Dragos Ciocan
  • , Kyanna S. Ouyang
  • Uria Mor, Mally Dori-Bachash, Shahar Molina, Yishai Levin, Koji Atarashi, Ghil Jona, Jens Puschhof, Alon Harmelin, Noa Stettner, Minhu Chen, Jotham Suez, Kenya Honda, Wolfgang Lieb, Corinna Bang, Michal Kori, Nitsan Maharshak, Yifat Merbl, Oren Shibolet, Zamir Halpern, Dror S. Shouval, Raanan Shamir, Andre Franke, Suhaib K. Abdeen, Hagit Shapiro, Alon Savidor, Eran Elinav

Research output: Contribution to journalArticlepeer-review

Abstract

Host-microbiome-dietary interactions play crucial roles in regulating human health, yet their direct functional assessment remains challenging. We adopted metagenome-informed metaproteomics (MIM), in mice and humans, to non-invasively explore species-level microbiome-host interactions during commensal and pathogen colonization, nutritional modification, and antibiotic-induced perturbation. Simultaneously, fecal MIM accurately characterized the nutritional exposure landscape in multiple clinical and dietary contexts. Implementation of MIM in murine auto-inflammation and in human inflammatory bowel disease (IBD) characterized a “compositional dysbiosis” and a concomitant species-specific “functional dysbiosis” driven by suppressed commensal responses to inflammatory host signals. Microbiome transfers unraveled early-onset kinetics of these host-commensal cross-responsive patterns, while predictive analyses identified candidate fecal host-microbiome IBD biomarker protein pairs outperforming S100A8/S100A9 (calprotectin). Importantly, a simultaneous fecal nutritional MIM assessment enabled the determination of IBD-related consumption patterns, dietary treatment compliance, and small intestinal digestive aberrations. Collectively, a parallelized dietary-bacterial-host MIM assessment functionally uncovers trans-kingdom interactomes shaping gastrointestinal ecology while offering personalized diagnostic and therapeutic insights into microbiome-associated disease.

Original languageEnglish
Pages (from-to)1062-1083.e36
Number of pages59
JournalCell
Volume188
Issue number4
Early online date20 Jan 2025
DOIs
StatePublished - 20 Feb 2025

Keywords

  • biomarker
  • diet
  • inflammatory bowel disease
  • metagenome-informed metaproteomics
  • microbiome

ASJC Scopus subject areas

  • General Biochemistry,Genetics and Molecular Biology

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