The human gut chemical landscape predicts microbe-mediated biotransformation of foods and drugs.


Journal

eLife
ISSN: 2050-084X
Titre abrégé: Elife
Pays: England
ID NLM: 101579614

Informations de publication

Date de publication:
11 06 2019
Historique:
received: 15 10 2018
accepted: 10 05 2019
entrez: 12 6 2019
pubmed: 12 6 2019
medline: 3 3 2020
Statut: epublish

Résumé

Microbes are nature's chemists, capable of producing and metabolizing a diverse array of compounds. In the human gut, microbial biochemistry can be beneficial, for example vitamin production and complex carbohydrate breakdown; or detrimental, such as the reactivation of an inactive drug metabolite leading to patient toxicity. Identifying clinically relevant microbiome metabolism requires linking microbial biochemistry and ecology with patient outcomes. Here we present MicrobeFDT, a resource which clusters chemically similar drug and food compounds and links these compounds to microbial enzymes and known toxicities. We demonstrate that compound structural similarity can serve as a proxy for toxicity, enzyme sharing, and coarse-grained functional similarity. MicrobeFDT allows users to flexibly interrogate microbial metabolism, compounds of interest, and toxicity profiles to generate novel hypotheses of microbe-diet-drug-phenotype interactions that influence patient outcomes. We validate one such hypothesis experimentally, using MicrobeFDT to reveal unrecognized gut microbiome metabolism of the ovarian cancer drug altretamine.

Identifiants

pubmed: 31184303
doi: 10.7554/eLife.42866
pii: 42866
pmc: PMC6559788
doi:
pii:

Substances chimiques

Pharmaceutical Preparations 0
Altretamine Q8BIH59O7H

Types de publication

Journal Article Research Support, N.I.H., Extramural Research Support, U.S. Gov't, Non-P.H.S.

Langues

eng

Sous-ensembles de citation

IM

Subventions

Organisme : United States Department of Defense
ID : CA171019
Pays : International
Organisme : NCI NIH HHS
ID : R01 CA222358
Pays : United States
Organisme : NIGMS NIH HHS
ID : T32 GM007491
Pays : United States
Organisme : NIDDK NIH HHS
ID : P60 DK020541
Pays : United States
Organisme : NIH HHS
ID : 1R01CA222358
Pays : United States
Organisme : NIH HHS
ID : Training Program in Cellular and Molecular Biology and Genetics (5T32GM007491-41)
Pays : United States

Informations de copyright

© 2019, Guthrie et al.

Déclaration de conflit d'intérêts

LG, SW, LK No competing interests declared

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Auteurs

Leah Guthrie (L)

Department of Systems and Computational Biology, Albert Einstein College of Medicine, New York, United States.

Sarah Wolfson (S)

Department of Systems and Computational Biology, Albert Einstein College of Medicine, New York, United States.

Libusha Kelly (L)

Department of Systems and Computational Biology, Albert Einstein College of Medicine, New York, United States.
Department of Microbiology and Immunology, Albert Einstein College of Medicine, New York, United States.

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