Integrative Transkingdom Analysis of the Gut Microbiome in Antibiotic Perturbation and Critical Illness

Author:

Haak Bastiaan W.1ORCID,Argelaguet Ricard2ORCID,Kinsella Cormac M.3,Kullberg Robert F. J.1,Lankelma Jacqueline M.1,Deijs Martin3,Klein Michelle3,Jebbink Maarten F.3,Hugenholtz Floor1,Kostidis Sarantos4,Giera Martin4,Hakvoort Theodorus B. M.5,de Jonge Wouter J.5,Schultz Marcus J.6,van Gool Tom7,van der Poll Tom18,de Vos Willem M.910,van der Hoek Lia M.3,Wiersinga W. Joost18

Affiliation:

1. Center for Experimental and Molecular Medicine, Amsterdam UMC, Location AMC, Amsterdam Infection and Immunity Institute, Amsterdam, The Netherlands

2. European Molecular Biology Laboratory, European Bioinformatics Institute, Hinxton, Cambridge, United Kingdom

3. Laboratory of Experimental Virology, Department of Medical Microbiology, Amsterdam UMC, Location AMC, Amsterdam, The Netherlands

4. Center for Proteomics and Metabolomics, Leiden University Medical Center, Leiden, The Netherlands

5. Tytgat Institute for Liver and Intestinal Research, Amsterdam UMC, Location AMC, Amsterdam, The Netherlands

6. Department of Intensive Care, Amsterdam UMC, Location AMC, Amsterdam, The Netherlands

7. Department of Parasitology, Amsterdam UMC, Location AMC, Amsterdam, The Netherlands

8. Department of Medicine, Division of Infectious Diseases, Amsterdam UMC, Location AMC, Amsterdam, The Netherlands

9. Laboratory of Microbiology, Wageningen University, Wageningen, The Netherlands

10. Research Programs Unit Immunobiology, Department of Bacteriology and Immunology, Helsinki University, Helsinki, Finland

Abstract

While numerous studies have characterized antibiotic-induced disruptions of the bacterial microbiome, few studies describe how these disruptions impact the composition of other kingdoms such as viruses, fungi, and protozoa. To address this knowledge gap, we employed MOFA + to systematically integrate viral, fungal, and bacterial sequence data from critically ill patients (with and without sepsis) and healthy volunteers, both prior to and following exposure to broad-spectrum antibiotics.

Funder

ZonMw

Publisher

American Society for Microbiology

Subject

Computer Science Applications,Genetics,Molecular Biology,Modelling and Simulation,Ecology, Evolution, Behavior and Systematics,Biochemistry,Physiology,Microbiology

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