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Open Access
Peer-reviewed
Research Article
A randomization-based causal inference framework for uncovering environmental exposure effects on human gut microbiota
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Alice J. Sommer ,
Roles Conceptualization, Methodology, Visualization, Writing – original draft, Writing – review & editing
* E-mail: alice.j.sommer@gmail.com (AJS); peters@helmholtz-muenchen.de (AP); cmueller@flatironinstitute.org (CLM)
Affiliations Department of Statistics, Harvard University, Cambridge, Massachusetts, United States of America, Institute for Medical Information Processing, Biometry, and Epidemiology, Faculty of Medicine, Ludwig-Maximilians-University München, Munich, Germany, Institute of Epidemiology, Helmholtz Zentrum München, Neuherberg, Germany
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Annette Peters ,
Roles Conceptualization, Funding acquisition, Supervision, Writing – review & editing
* E-mail: alice.j.sommer@gmail.com (AJS); peters@helmholtz-muenchen.de (AP); cmueller@flatironinstitute.org (CLM)
Affiliations Institute for Medical Information Processing, Biometry, and Epidemiology, Faculty of Medicine, Ludwig-Maximilians-University München, Munich, Germany, Institute of Epidemiology, Helmholtz Zentrum München, Neuherberg, Germany, Department of Environmental Health, Harvard T. H. Chan School of Public Health, Boston, Massachusetts, United States of America
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Martina Rommel,
Roles Writing – review & editing
Affiliations Institute of Epidemiology, Helmholtz Zentrum München, Neuherberg, Germany, Research Unit of Molecular Epidemiology, Helmholtz Zentrum München, Neuherberg, Germany
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Josef Cyrys,
Roles Writing – review & editing
Affiliation Institute of Epidemiology, Helmholtz Zentrum München, Neuherberg, Germany
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Harald Grallert,
Roles Writing – review & editing
Affiliations Research Unit of Molecular Epidemiology, Helmholtz Zentrum München, Neuherberg, Germany, German Center for Diabetes Research (DZD), München-Neuherberg, Germany
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Dirk Haller,
Roles Writing – review & editing
Affiliations ZIEL - Institute for Food & Health, Technical University of Munich, Freising, Germany, Chair of Nutrition and Immunology, Technical University of Munich, Freising, Germany
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Christian L. Müller ,
Roles Conceptualization, Methodology, Supervision, Writing – review & editing
* E-mail: alice.j.sommer@gmail.com (AJS); peters@helmholtz-muenchen.de (AP); cmueller@flatironinstitute.org (CLM)
Affiliations Institute of Computational Biology, Helmholtz Zentrum München, Neuherberg, Germany, Department of Statistics, Ludwig-Maximilians-University München, Munich, Germany, Center for Computational Mathematics, Flatiron Institute, New York City, New York, United States of America
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Marie-Abèle C. Bind
Roles Conceptualization, Funding acquisition, Methodology, Supervision, Writing – review & editing
Affiliations Department of Statistics, Harvard University, Cambridge, Massachusetts, United States of America, Biostatistics Center, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts, United States of America
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A randomization-based causal inference framework for uncovering environmental exposure effects on human gut microbiota
- Alice J. Sommer,
- Annette Peters,
- Martina Rommel,
- Josef Cyrys,
- Harald Grallert,
- Dirk Haller,
- Christian L. Müller,
- Marie-Abèle C. Bind
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- Published: May 9, 2022
- https://doi.org/10.1371/journal.pcbi.1010044
- See the preprint