Author
Listed:
- Yancong Zhang
(Broad Institute of MIT and Harvard
Harvard T.H. Chan School of Public Health
Harvard T.H. Chan School of Public Health)
- Amrisha Bhosle
(Broad Institute of MIT and Harvard
Harvard T.H. Chan School of Public Health
Harvard T.H. Chan School of Public Health)
- Sena Bae
(Harvard T.H. Chan School of Public Health
Harvard T.H. Chan School of Public Health
Harvard T.H. Chan School of Public Health)
- Lauren J. McIver
(Harvard T.H. Chan School of Public Health
Harvard T.H. Chan School of Public Health)
- Gleb Pishchany
(Broad Institute of MIT and Harvard
Harvard Medical School)
- Emma K. Accorsi
(Harvard T.H. Chan School of Public Health
Harvard T.H. Chan School of Public Health
Harvard T.H. Chan School of Public Health)
- Kelsey N. Thompson
(Broad Institute of MIT and Harvard
Harvard T.H. Chan School of Public Health
Harvard T.H. Chan School of Public Health)
- Cesar Arze
(Harvard T.H. Chan School of Public Health)
- Ya Wang
(Broad Institute of MIT and Harvard
Harvard T.H. Chan School of Public Health
Harvard T.H. Chan School of Public Health)
- Ayshwarya Subramanian
(Broad Institute of MIT and Harvard
Harvard T.H. Chan School of Public Health)
- Sean M. Kearney
(Massachusetts Institute of Technology)
- April Pawluk
(Harvard T.H. Chan School of Public Health
Harvard T.H. Chan School of Public Health)
- Damian R. Plichta
(Broad Institute of MIT and Harvard)
- Ali Rahnavard
(Broad Institute of MIT and Harvard
Harvard T.H. Chan School of Public Health)
- Afrah Shafquat
(Broad Institute of MIT and Harvard
Harvard T.H. Chan School of Public Health)
- Ramnik J. Xavier
(Broad Institute of MIT and Harvard
Massachusetts General Hospital and Harvard Medical School
Massachusetts Institute of Technology)
- Hera Vlamakis
(Broad Institute of MIT and Harvard)
- Wendy S. Garrett
(Broad Institute of MIT and Harvard
Harvard T.H. Chan School of Public Health
Harvard T.H. Chan School of Public Health
Dana-Farber Cancer Institute)
- Andy Krueger
(Takeda Pharmaceutical Company)
- Curtis Huttenhower
(Broad Institute of MIT and Harvard
Harvard T.H. Chan School of Public Health
Harvard T.H. Chan School of Public Health
Harvard T.H. Chan School of Public Health)
- Eric A. Franzosa
(Broad Institute of MIT and Harvard
Harvard T.H. Chan School of Public Health
Harvard T.H. Chan School of Public Health)
Abstract
Microbial communities and their associated bioactive compounds1–3 are often disrupted in conditions such as the inflammatory bowel diseases (IBD)4. However, even in well-characterized environments (for example, the human gastrointestinal tract), more than one-third of microbial proteins are uncharacterized and often expected to be bioactive5–7. Here we systematically identified more than 340,000 protein families as potentially bioactive with respect to gut inflammation during IBD, about half of which have not to our knowledge been functionally characterized previously on the basis of homology or experiment. To validate prioritized microbial proteins, we used a combination of metagenomics, metatranscriptomics and metaproteomics to provide evidence of bioactivity for a subset of proteins that are involved in host and microbial cell–cell communication in the microbiome; for example, proteins associated with adherence or invasion processes, and extracellular von Willebrand-like factors. Predictions from high-throughput data were validated using targeted experiments that revealed the differential immunogenicity of prioritized Enterobacteriaceae pilins and the contribution of homologues of von Willebrand factors to the formation of Bacteroides biofilms in a manner dependent on mucin levels. This methodology, which we term MetaWIBELE (workflow to identify novel bioactive elements in the microbiome), is generalizable to other environmental communities and human phenotypes. The prioritized results provide thousands of candidate microbial proteins that are likely to interact with the host immune system in IBD, thus expanding our understanding of potentially bioactive gene products in chronic disease states and offering a rational compendium of possible therapeutic compounds and targets.
Suggested Citation
Yancong Zhang & Amrisha Bhosle & Sena Bae & Lauren J. McIver & Gleb Pishchany & Emma K. Accorsi & Kelsey N. Thompson & Cesar Arze & Ya Wang & Ayshwarya Subramanian & Sean M. Kearney & April Pawluk & D, 2022.
"Discovery of bioactive microbial gene products in inflammatory bowel disease,"
Nature, Nature, vol. 606(7915), pages 754-760, June.
Handle:
RePEc:nat:nature:v:606:y:2022:i:7915:d:10.1038_s41586-022-04648-7
DOI: 10.1038/s41586-022-04648-7
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Cited by:
- Yanan Zhang & Shuyu Tu & Xingwei Ji & Jianan Wu & Jinxin Meng & Jinsong Gao & Xian Shao & Shuai Shi & Gan Wang & Jingjing Qiu & Zhuobiao Zhang & Chengang Hua & Ziyi Zhang & Shuxian Chen & Li Zhang & S, 2024.
"Dubosiella newyorkensis modulates immune tolerance in colitis via the L-lysine-activated AhR-IDO1-Kyn pathway,"
Nature Communications, Nature, vol. 15(1), pages 1-19, December.
- Christine Tara Peterson, 2024.
"Gut Microbiota-Mediated Biotransformation of Medicinal Herb-Derived Natural Products: A Narrative Review of New Frontiers in Drug Discovery,"
J, MDPI, vol. 7(3), pages 1-22, September.
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