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Circulating bacterial signature is linked to metabolic disease and shifts with metabolic alleviation after bariatric surgery
BACKGROUND: The microbiome has emerged as an environmental factor contributing to obesity and type 2 diabetes (T2D). Increasing evidence suggests links between circulating bacterial components (i.e., bacterial DNA), cardiometabolic disease, and blunted response to metabolic interventions. In this as...
Autores principales: | , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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BioMed Central
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8218394/ https://www.ncbi.nlm.nih.gov/pubmed/34158092 http://dx.doi.org/10.1186/s13073-021-00919-6 |
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author | Chakaroun, Rima M. Massier, Lucas Heintz-Buschart, Anna Said, Nedal Fallmann, Joerg Crane, Alyce Schütz, Tatjana Dietrich, Arne Blüher, Matthias Stumvoll, Michael Musat, Niculina Kovacs, Peter |
author_facet | Chakaroun, Rima M. Massier, Lucas Heintz-Buschart, Anna Said, Nedal Fallmann, Joerg Crane, Alyce Schütz, Tatjana Dietrich, Arne Blüher, Matthias Stumvoll, Michael Musat, Niculina Kovacs, Peter |
author_sort | Chakaroun, Rima M. |
collection | PubMed |
description | BACKGROUND: The microbiome has emerged as an environmental factor contributing to obesity and type 2 diabetes (T2D). Increasing evidence suggests links between circulating bacterial components (i.e., bacterial DNA), cardiometabolic disease, and blunted response to metabolic interventions. In this aspect, thorough next-generation sequencing-based and contaminant-aware approaches are lacking. To address this, we tested whether bacterial DNA could be amplified in the blood of subjects with obesity and high metabolic risk under strict experimental and analytical control and whether a putative bacterial signature is related to metabolic improvement after bariatric surgery. METHODS: Subjects undergoing bariatric surgery were recruited into sex- and BMI-matched subgroups with (n = 24) or without T2D (n = 24). Bacterial DNA in the blood was quantified and prokaryotic 16S rRNA gene amplicons were sequenced. A contaminant-aware approach was applied to derive a compositional microbial signature from bacterial sequences in all subjects at baseline and at 3 and 12 months after surgery. We modeled associations between bacterial load and composition with host metabolic and anthropometric markers. We further tested whether compositional shifts were related to weight loss response and T2D remission. Lastly, bacteria were visualized in blood samples using catalyzed reporter deposition (CARD)-fluorescence in situ hybridization (FISH). RESULTS: The contaminant-aware blood bacterial signature was associated with metabolic health. Based on bacterial phyla and genera detected in the blood samples, a metabolic syndrome classification index score was derived and shown to robustly classify subjects along their actual clinical group. T2D was characterized by decreased bacterial richness and loss of genera associated with improved metabolic health. Weight loss and metabolic improvement following bariatric surgery were associated with an early and stable increase of these genera in parallel with improvements in key cardiometabolic risk parameters. CARD-FISH allowed the detection of living bacteria in blood samples in obesity. CONCLUSIONS: We show that the circulating bacterial signature reflects metabolic disease and its improvement after bariatric surgery. Our work provides contaminant-aware evidence for the presence of living bacteria in the blood and suggests a putative crosstalk between components of the blood and metabolism in metabolic health regulation. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13073-021-00919-6. |
format | Online Article Text |
id | pubmed-8218394 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-82183942021-06-23 Circulating bacterial signature is linked to metabolic disease and shifts with metabolic alleviation after bariatric surgery Chakaroun, Rima M. Massier, Lucas Heintz-Buschart, Anna Said, Nedal Fallmann, Joerg Crane, Alyce Schütz, Tatjana Dietrich, Arne Blüher, Matthias Stumvoll, Michael Musat, Niculina Kovacs, Peter Genome Med Research BACKGROUND: The microbiome has emerged as an environmental factor contributing to obesity and type 2 diabetes (T2D). Increasing evidence suggests links between circulating bacterial components (i.e., bacterial DNA), cardiometabolic disease, and blunted response to metabolic interventions. In this aspect, thorough next-generation sequencing-based and contaminant-aware approaches are lacking. To address this, we tested whether bacterial DNA could be amplified in the blood of subjects with obesity and high metabolic risk under strict experimental and analytical control and whether a putative bacterial signature is related to metabolic improvement after bariatric surgery. METHODS: Subjects undergoing bariatric surgery were recruited into sex- and BMI-matched subgroups with (n = 24) or without T2D (n = 24). Bacterial DNA in the blood was quantified and prokaryotic 16S rRNA gene amplicons were sequenced. A contaminant-aware approach was applied to derive a compositional microbial signature from bacterial sequences in all subjects at baseline and at 3 and 12 months after surgery. We modeled associations between bacterial load and composition with host metabolic and anthropometric markers. We further tested whether compositional shifts were related to weight loss response and T2D remission. Lastly, bacteria were visualized in blood samples using catalyzed reporter deposition (CARD)-fluorescence in situ hybridization (FISH). RESULTS: The contaminant-aware blood bacterial signature was associated with metabolic health. Based on bacterial phyla and genera detected in the blood samples, a metabolic syndrome classification index score was derived and shown to robustly classify subjects along their actual clinical group. T2D was characterized by decreased bacterial richness and loss of genera associated with improved metabolic health. Weight loss and metabolic improvement following bariatric surgery were associated with an early and stable increase of these genera in parallel with improvements in key cardiometabolic risk parameters. CARD-FISH allowed the detection of living bacteria in blood samples in obesity. CONCLUSIONS: We show that the circulating bacterial signature reflects metabolic disease and its improvement after bariatric surgery. Our work provides contaminant-aware evidence for the presence of living bacteria in the blood and suggests a putative crosstalk between components of the blood and metabolism in metabolic health regulation. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13073-021-00919-6. BioMed Central 2021-06-22 /pmc/articles/PMC8218394/ /pubmed/34158092 http://dx.doi.org/10.1186/s13073-021-00919-6 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Chakaroun, Rima M. Massier, Lucas Heintz-Buschart, Anna Said, Nedal Fallmann, Joerg Crane, Alyce Schütz, Tatjana Dietrich, Arne Blüher, Matthias Stumvoll, Michael Musat, Niculina Kovacs, Peter Circulating bacterial signature is linked to metabolic disease and shifts with metabolic alleviation after bariatric surgery |
title | Circulating bacterial signature is linked to metabolic disease and shifts with metabolic alleviation after bariatric surgery |
title_full | Circulating bacterial signature is linked to metabolic disease and shifts with metabolic alleviation after bariatric surgery |
title_fullStr | Circulating bacterial signature is linked to metabolic disease and shifts with metabolic alleviation after bariatric surgery |
title_full_unstemmed | Circulating bacterial signature is linked to metabolic disease and shifts with metabolic alleviation after bariatric surgery |
title_short | Circulating bacterial signature is linked to metabolic disease and shifts with metabolic alleviation after bariatric surgery |
title_sort | circulating bacterial signature is linked to metabolic disease and shifts with metabolic alleviation after bariatric surgery |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8218394/ https://www.ncbi.nlm.nih.gov/pubmed/34158092 http://dx.doi.org/10.1186/s13073-021-00919-6 |
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