Microbiota-based markers predictive of development of Clostridioides difficile infection
the ANTICIPATE study group
(2021) Nature Communications, volume 12, issue 4, pp. 1 - 14
(Article)
Abstract
Antibiotic-induced modulation of the intestinal microbiota can lead to Clostridioides difficile infection (CDI), which is associated with considerable morbidity, mortality, and healthcare-costs globally. Therefore, identification of markers predictive of CDI could substantially contribute to guiding therapy and decreasing the infection burden. Here, we analyze the intestinal microbiota of hospitalized patients
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at increased CDI risk in a prospective, 90-day cohort-study before and after antibiotic treatment and at diarrhea onset. We show that patients developing CDI already exhibit significantly lower diversity before antibiotic treatment and a distinct microbiota enriched in Enterococcus and depleted of Ruminococcus, Blautia, Prevotella and Bifidobacterium compared to non-CDI patients. We find that antibiotic treatment-induced dysbiosis is class-specific with beta-lactams further increasing enterococcal abundance. Our findings, validated in an independent prospective patient cohort developing CDI, can be exploited to enrich for high-risk patients in prospective clinical trials, and to develop predictive microbiota-based diagnostics for management of patients at risk for CDI.
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Keywords: Aged, Anti-Bacterial Agents/therapeutic use, Bacteria/classification, Biomarkers/analysis, Clostridioides difficile/drug effects, Clostridium Infections/diagnosis, Female, Gastrointestinal Microbiome, Humans, Male, Middle Aged, Prospective Studies, Journal Article, Multicenter Study, Observational Study, Research Support, Non-U.S. Gov't
ISSN: 2041-1723
Publisher: Nature Publishing Group
Note: Funding Information: C.H.v.W. received speaker fees from Pfizer and Merck/MSD, and non-financial research support from bioMérieux. A.D. is an employee and shareholder of Da Volterra. J.d.G. is a consultant and shareholder of Da Volterra. M.J.G.T.V. has received research grants from 3M, Astellas Pharma, Da Volterra, Gilead Sciences, Glycom, MaaT Pharma, Merck/MSD, Organobalance, Seres Therapeutics; speaker fees from Astellas Pharma, Basilea, Gilead Sciences, Merck/MSD, Organobalance, Pfizer and has been a consultant to Alb Fils Kliniken GmbH, Astellas Pharma, Da Volterra, Ferring, MaaT Pharma, Merck/MSD and Summit Therapeutics. M.B., M.M., B.B.X., C.L., P.M., M.J.M.B., H.G., S.M.-K. report no competing interests. Funding Information: This study was conducted on behalf of the ANTICIPATE study group (the full study group is available at the end of the manuscript) and has resulted in the filing of a European patent entitled “Prediction of clinical manifestations of gut microbiota dys-biosis”, application number EP19306720.4. This research project was supported by the Innovative Medicines Initiative Joint Undertaking (IMI JU) under grant agreement no. 115523, Combatting Bacterial Resistance in Europe (COMBACTE), resources of which are composed of financial contribution from the European Union Seventh Framework Program (FP7/2007–2013) and Da Volterra, as a member of the European Federation of Pharmaceutical Industries and Associations (EFPIA) companies in kind and cash contribution. M.B. received funding from the European Union’s Horizon 2020 research and innovation program under the Marie Skłodowska-Curie grant agreement no. 675412 awarded to H.G. S.M.-K. acknowledges funding as part of the Methusalem-Excellence consortium VAX-IDEA. We thank Prof. Amee Manges (University of British Columbia, Vancouver, Canada) for providing the validation dataset utilized in this study. The following reagent was obtained through BEI Resources, NIAID, NIH as part of the Human Microbiota Project: Genomic DNA from Microbial Mock Community B (Staggered, Low Concentration), v5.2L, for 16S rRNA Gene Sequencing, HM-783D. Publisher Copyright: © 2021, The Author(s). Copyright: Copyright 2021 Elsevier B.V., All rights reserved.
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