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20. Combinatorial, additive and dose-dependent drug-microbiome associations

Author

Forslund, SK, Chakaroun, R, Zimmermann-Kogadeeva, M, Markó, L, Aron-Wisnewsky, J, Nielsen, T, Moitinho-Silva, L, Schmidt, TSB, Falony, G, Vieira-Silva, S, Adriouch, S, Alves, RJ, Assmann, K, Bastard, J-P, Birkner, T, Caesar, R, Chilloux, J, Coelho, LP, Fezeu, L, Galleron, N, Helft, G, Isnard, R, Ji, B, Kuhn, M, Le Chatelier, E, Myridakis, A, Olsson, L, Pons, N, Prifti, E, Quinquis, B, Roume, H, Salem, J-E, Sokolovska, N, Tremaroli, V, Valles-Colomer, M, Lewinter, C, Søndertoft, NB, Pedersen, HK, Hansen, TH, Amouyal, C, Andersson Galijatovic, EA, Andreelli, F, Barthelemy, O, Batisse, J-P, Belda, E, Berland, M, Bittar, R, Blottière, H, Bosquet, F, Boubrit, R, Bourron, O, Camus, M, Cassuto, D, Ciangura, C, Collet, J-P, Dao, M-C, Djebbar, M, Doré, A, Engelbrechtsen, L, Fellahi, S, Fromentin, S, Galan, P, Gauguier, D, Giral, P, Hartemann, A, Hartmann, B, Holst, JJ, Hornbak, M, Hoyles, L, Hulot, J-S, Jaqueminet, S, Jørgensen, NR, Julienne, H, Justesen, J, Kammer, J, Krarup, N, Kerneis, M, Khemis, J, Kozlowski, R, Lejard, V, Levenez, F, Lucas-Martini, L, Massey, R, Martinez-Gili, L, Maziers, N, Medina-Stamminger, J, Montalescot, G, Moute, S, Neves, AL, Olanipekun, M, Le Pavin, LP, Poitou, C, Pousset, F, Pouzoulet, L, Rodriguez-Martinez, A, Rouault, C, Silvain, J, Svendstrup, M, Swartz, T, Vanduyvenboden, T, Vatier, C, Walther, S, Gøtze, JP, Køber, L, Vestergaard, H, Hansen, T, Zucker, J-D, Hercberg, S, Oppert, J-M, Letunic, I, Nielsen, J, Bäckhed, F, Ehrlich, SD, Dumas, M-E, Raes, J, Pedersen, O, Clément, K, Stumvoll, M, Bork, P, The MetaCardis Consortium (Hoyles, L.), European Molecular Biology Laboratory [Heidelberg] (EMBL), Max Delbrück Center for Molecular Medicine [Berlin] (MDC), Helmholtz-Gemeinschaft = Helmholtz Association, Charité - UniversitätsMedizin = Charité - University Hospital [Berlin], Berlin Institute of Health (BIH), German Center for Cardiovascular Research (DZHK), Universität Leipzig, Nutrition et obésités: approches systémiques (UMR-S 1269) (Nutriomics), Institut National de la Santé et de la Recherche Médicale (INSERM)-Sorbonne Université (SU), CHU Pitié-Salpêtrière [AP-HP], Assistance publique - Hôpitaux de Paris (AP-HP) (AP-HP)-Sorbonne Université (SU), University of Copenhagen = Københavns Universitet (UCPH), University of New South Wales [Sydney] (UNSW), Paul Scherrer Institute (PSI), Catholic University of Leuven - Katholieke Universiteit Leuven (KU Leuven), Heidelberg University, Equipe 3: EREN- Equipe de Recherche en Epidémiologie Nutritionnelle (CRESS - U1153), Université Sorbonne Paris Nord-Centre de Recherche Épidémiologie et Statistique Sorbonne Paris Cité (CRESS (U1153 / UMR_A_1125 / UMR_S_1153)), Conservatoire National des Arts et Métiers [CNAM] (CNAM), HESAM Université - Communauté d'universités et d'établissements Hautes écoles Sorbonne Arts et métiers université (HESAM)-HESAM Université - Communauté d'universités et d'établissements Hautes écoles Sorbonne Arts et métiers université (HESAM)-Université Sorbonne Paris Cité (USPC)-Institut National de la Santé et de la Recherche Médicale (INSERM)-Université Paris Cité (UPCité)-Institut National de Recherche pour l’Agriculture, l’Alimentation et l’Environnement (INRAE)-Conservatoire National des Arts et Métiers [CNAM] (CNAM), HESAM Université - Communauté d'universités et d'établissements Hautes écoles Sorbonne Arts et métiers université (HESAM)-HESAM Université - Communauté d'universités et d'établissements Hautes écoles Sorbonne Arts et métiers université (HESAM)-Université Sorbonne Paris Cité (USPC)-Institut National de la Santé et de la Recherche Médicale (INSERM)-Université Paris Cité (UPCité)-Institut National de Recherche pour l’Agriculture, l’Alimentation et l’Environnement (INRAE), Centre de Recherche Saint-Antoine (CRSA), Assistance publique - Hôpitaux de Paris (AP-HP) (AP-HP)-Institut National de la Santé et de la Recherche Médicale (INSERM)-Sorbonne Université (SU), CHU Henri Mondor [Créteil], Unité de Recherche sur les Maladies Cardiovasculaires, du Métabolisme et de la Nutrition = Research Unit on Cardiovascular and Metabolic Diseases (ICAN), Assistance publique - Hôpitaux de Paris (AP-HP) (AP-HP)-Institut National de la Santé et de la Recherche Médicale (INSERM)-Sorbonne Université (SU)-Institut de Cardiométabolisme et Nutrition = Institute of Cardiometabolism and Nutrition [CHU Pitié Salpêtrière] (IHU ICAN), Assistance publique - Hôpitaux de Paris (AP-HP) (AP-HP)-Sorbonne Université (SU)-Assistance publique - Hôpitaux de Paris (AP-HP) (AP-HP)-Sorbonne Université (SU)-CHU Pitié-Salpêtrière [AP-HP], University of Gothenburg (GU), Imperial College London, MetaGenoPolis (MGP (US 1367)), Institut National de Recherche pour l’Agriculture, l’Alimentation et l’Environnement (INRAE), Université Paris-Saclay, Institut de cardiologie [CHU Pitié-Salpêtrière], Assistance publique - Hôpitaux de Paris (AP-HP) (AP-HP)-Sorbonne Université (SU)-Assistance publique - Hôpitaux de Paris (AP-HP) (AP-HP)-Sorbonne Université (SU), Chalmers University of Technology [Gothenburg, Sweden], Unité de modélisation mathématique et informatique des systèmes complexes [Bondy] (UMMISCO), Université de Yaoundé I-Institut de la francophonie pour l'informatique-Université Cheikh Anta Diop [Dakar, Sénégal] (UCAD)-Université Gaston Bergé (Saint-Louis, Sénégal)-Université Cadi Ayyad [Marrakech] (UCA)-Sorbonne Université (SU)-Institut de Recherche pour le Développement (IRD [France-Nord]), Centre d'investigation clinique Paris Est [CHU Pitié Salpêtrière] (CIC Paris-Est), Assistance publique - Hôpitaux de Paris (AP-HP) (AP-HP)-Institut National de la Santé et de la Recherche Médicale (INSERM)-CHU Pitié-Salpêtrière [AP-HP], Assistance publique - Hôpitaux de Paris (AP-HP) (AP-HP)-Sorbonne Université (SU)-Sorbonne Université (SU), Centre de Recherche Épidémiologie et Statistique Sorbonne Paris Cité (CRESS (U1153 / UMR_A_1125 / UMR_S_1153)), Biobyte Solutions [Heidelberg, Germany] (BS), IT University of Copenhagen (ITU), Sahlgrenska University Hospital [Gothenburg], Metabolic functional (epi)genomics and molecular mechanisms involved in type 2 diabetes and related diseases - UMR 8199 - UMR 1283 (EGENODIA (GI3M)), Institut Pasteur de Lille, Réseau International des Instituts Pasteur (RIIP)-Réseau International des Instituts Pasteur (RIIP)-Institut National de la Santé et de la Recherche Médicale (INSERM)-Université de Lille-Centre National de la Recherche Scientifique (CNRS), National Heart and Lung Institute [London] (NHLI), Imperial College London-Royal Brompton and Harefield NHS Foundation Trust, McGill University and Genome Quebec Innovation Centre, Helmholtz Institute Ulm (HIU), Helmholtz Zentrum München = German Research Center for Environmental Health, University of Würzburg = Universität Würzburg, Yonsei University, MetaCardis Consortium*: Chloe Amouyal, Ehm Astrid Andersson Galijatovic, Fabrizio Andreelli, Olivier Barthelemy, Jean-Paul Batisse, Eugeni Belda, Magalie Berland, Randa Bittar, Hervé Blottière, Frederic Bosquet, Rachid Boubrit, Olivier Bourron, Mickael Camus, Dominique Cassuto, Cecile Ciangura, Jean-Philippe Collet, Maria-Carlota Dao, Morad Djebbar, Angélique Doré, Line Engelbrechtsen, Soraya Fellahi, Sebastien Fromentin, Pilar Galan, Dominique Gauguier, Philippe Giral, Agnes Hartemann, Bolette Hartmann, Jens Juul Holst, Malene Hornbak, Lesley Hoyles, Jean-Sebastien Hulot, Sophie Jaqueminet, Niklas Rye Jørgensen, Hanna Julienne, Johanne Justesen, Judith Kammer, Nikolaj Krarup, Mathieu Kerneis, Jean Khemis, Ruby Kozlowski, Véronique Lejard, Florence Levenez, Lea Lucas-Martini, Robin Massey, Laura Martinez-Gili, Nicolas Maziers, Jonathan Medina-Stamminger, Gilles Montalescot, Sandrine Moute, Ana Luisa Neves, Michael Olanipekun, Laetitia Pasero Le Pavin, Christine Poitou, Francoise Pousset, Laurence Pouzoulet, Andrea Rodriguez-Martinez, Christine Rouault, Johanne Silvain, Mathilde Svendstrup, Timothy Swartz, Thierry Vanduyvenboden, Camille Vatier, Stefanie Walther., ANR-16-IDEX-0004,ULNE,ULNE(2016), ANR-18-IBHU-0001,PreciDIAB,PreciDIAB Institute, the holistic approach of personal diabets care(2018), Dumas, Marc-Emmanuel, Universität Leipzig [Leipzig], Service de Nutrition [CHU Pitié-Salpétrière], Institut E3M [CHU Pitié-Salpêtrière], CHU Henri Mondor, Centre d'investigation clinique pluridisciplinaire [CHU Pitié Salpêtrière] (CIC-1901(ex CIC-1421)), Institut National de la Santé et de la Recherche Médicale (INSERM)-CHU Pitié-Salpêtrière [AP-HP], Imperial College London - National Heart and Lung Institute, and Division of Computational and Systems Medicine, Imperial College London, London, SW7 2AZ, UK

Subjects
Clostridiales, Science & Technology, Multidisciplinary, ANTIBIOTIC USE, IMPACT, Microbiota, [SDV]Life Sciences [q-bio], HUMAN GUT MICROBIOME, Atherosclerosis, Gastrointestinal Microbiome, [SDV] Life Sciences [q-bio], Multidisciplinary Sciences, PROTON PUMP INHIBITORS, Cardiovascular and Metabolic Diseases, GUIDELINE, Metabolome, MANAGEMENT, Humans, Science & Technology - Other Topics, ALTERS
Abstract

During the transition from a healthy state to cardiometabolic disease, patients become heavily medicated, which leads to an increasingly aberrant gut microbiome and serum metabolome, and complicates biomarker discovery1-5. Here, through integrated multi-omics analyses of 2,173 European residents from the MetaCardis cohort, we show that the explanatory power of drugs for the variability in both host and gut microbiome features exceeds that of disease. We quantify inferred effects of single medications, their combinations as well as additive effects, and show that the latter shift the metabolome and microbiome towards a healthier state, exemplified in synergistic reduction in serum atherogenic lipoproteins by statins combined with aspirin, or enrichment of intestinal Roseburia by diuretic agents combined with beta-blockers. Several antibiotics exhibit a quantitative relationship between the number of courses prescribed and progression towards a microbiome state that is associated with the severity of cardiometabolic disease. We also report a relationship between cardiometabolic drug dosage, improvement in clinical markers and microbiome composition, supporting direct drug effects. Taken together, our computational framework and resulting resources enable the disentanglement of the effects of drugs and disease on host and microbiome features in multimedicated individuals. Furthermore, the robust signatures identified using our framework provide new hypotheses for drug-host-microbiome interactions in cardiometabolic disease. ispartof: NATURE vol:600 issue:7889 pages:500-+ ispartof: location:England status: published

Published
2021
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45. Imidazole propionate is increased in diabetes and associated with dietary patterns and altered microbial ecology (vol 11, 5881, 2020)

Author

Molinaro, A, Lassen, PB, Henricsson, M, Wu, H, Adriouch, S, Belda, E, Chakaroun, R, Nielsen, T, Bergh, P-O, Rouault, C, Andre, S, Marquet, F, Andreelli, F, Salem, J-E, Assmann, K, Bastard, J-P, Forslund, S, Le Chatelier, E, Falony, G, Pons, N, Prifti, E, Quinquis, B, Roume, H, Vieira-Silva, S, Hansen, TH, Pedersen, HK, Lewinter, C, Sonderskov, NB, Kober, L, Vestergaard, H, Hansen, T, Zucker, J-D, Galan, P, Dumas, M-E, Raes, J, Oppert, J-M, Letunic, I, Nielsen, J, Bork, P, Ehrlich, SD, Stumvoll, M, Pedersen, O, Aron-Wisnewsky, J, Clement, K, Backhed, F, and Commission of the European Communities

Subjects
Multidisciplinary Sciences, MetaCardis Consortium, Science & Technology, Science & Technology - Other Topics
Published
2020

46. Diagnostic approach to sleep disordered-breathing among patients with grade III obesity

Author

Perger, E, Aron-Wisnewsky, J, Arnulf, I, Oppert, J, Redolfi, S, Perger E., Aron-Wisnewsky J., Arnulf I., Oppert J. -M., Redolfi S., Perger, E, Aron-Wisnewsky, J, Arnulf, I, Oppert, J, Redolfi, S, Perger E., Aron-Wisnewsky J., Arnulf I., Oppert J. -M., and Redolfi S.

Abstract

Sleep apnea test (SAT) is a cost-effective approach to evaluate subjects without associated comorbidities suspected for obstructive sleep apnea (OSA), a disorder particularly common in obese subjects. The association of obesity with awake hypercapnia (carbon dioxide arterial pressure, PaCO2 ≥45 mmHg) defines the obesity-hypoventilation syndrome (OHS), which in turn results in increased morbidity and mortality compared to simple OSA. Isolated hypoventilation during sleep in obese patients (obesity-related sleep hypoventilation, ORSH) is now considered as an early stage of OHS. The aim of this study was to assess the performance of SAT in diagnosing OSA and predicting the presence of ORHS among patients with grade III obesity without awake hypercapnia. Methods: Over a 14-months period, patients with grade III obesity (body mass index≥40 kg/m2) presenting moderate-to-severe OSA (apnea-hypopnea index [AHI]≥15) upon SAT and normal awake PaCO2 at arterial blood gas analysis, systematically underwent in-lab nocturnal polysomnography combined with transcutaneous carbon dioxide pressure (PtcCO2) monitoring. Results: Among 48 patients included in the study, 16 (33%) presented an AHI<15 upon polysomnography and 14 (29%) had ORSH. The test revealed no difference in ORSH prevalence between patients with AHI <15 or ≥15 (31% vs. 25%). No SAT variables were independently associated with increased PtCO2. Conclusions: This study shows that SAT overestimates OSA severity and ORSH affects one third of patients with grade III obesity without awake hypercapnia and with moderate-to-severe OSA at SAT, suggesting how polysomnography combined with PtCO2 monitoring is the most appropriate diagnostic approach for OSA and ORSH in this population.

Published
2021

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