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. OuyangUria 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*

*Corresponding author for this work

Research output: Contribution to journalArticlepeer-review

4 Scopus citations

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
JournalCell
Volume188
Issue number4
DOIs
StatePublished - 20 Feb 2025

Funding

FundersFunder number
Kahn Foundation
Yükseköğretim Kurulu
Excellent Young Scientists Fund
VATAT
KINDRED
Weizmann Institute of Science
Leona M. and Harry B. Helmsley Charitable Trust
Deutsches Krebsforschungszentrum
Bill and Melinda Gates Foundation
Howard Hughes Medical Institute
Ministry of Education, Culture, Sports, Science and Technology
Israel Ministry of Science and Technology Zvi Yanai Fellowship
Japan Society for the Promotion of Science20H05627
Bundesministerium für Bildung und Forschung01ZX1606A
Deutsche ForschungsgemeinschaftEXC 2167, FOR 5042, EXC 306
National Natural Science Foundation of China82100549
Israel Science Foundation1197/19
Japan Agency for Medical Research and DevelopmentJP22zf0127007, JP21ae0121041

    Keywords

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

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