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DNA methylation signature in blood mirrors successful weight-loss during lifestyle interventions: the CENTRAL trial
BACKGROUND: One of the major challenges in obesity treatment is to explain the high variability in the individual’s response to specific dietary and physical activity interventions. With this study, we tested the hypothesis that specific DNA methylation changes reflect individual responsiveness to l...
Autores principales: | , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7670623/ https://www.ncbi.nlm.nih.gov/pubmed/33198820 http://dx.doi.org/10.1186/s13073-020-00794-7 |
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author | Keller, Maria Yaskolka Meir, Anat Bernhart, Stephan H. Gepner, Yftach Shelef, Ilan Schwarzfuchs, Dan Tsaban, Gal Zelicha, Hila Hopp, Lydia Müller, Luise Rohde, Kerstin Böttcher, Yvonne Stadler, Peter F. Stumvoll, Michael Blüher, Matthias Kovacs, Peter Shai, Iris |
author_facet | Keller, Maria Yaskolka Meir, Anat Bernhart, Stephan H. Gepner, Yftach Shelef, Ilan Schwarzfuchs, Dan Tsaban, Gal Zelicha, Hila Hopp, Lydia Müller, Luise Rohde, Kerstin Böttcher, Yvonne Stadler, Peter F. Stumvoll, Michael Blüher, Matthias Kovacs, Peter Shai, Iris |
author_sort | Keller, Maria |
collection | PubMed |
description | BACKGROUND: One of the major challenges in obesity treatment is to explain the high variability in the individual’s response to specific dietary and physical activity interventions. With this study, we tested the hypothesis that specific DNA methylation changes reflect individual responsiveness to lifestyle intervention and may serve as epigenetic predictors for a successful weight-loss. METHODS: We conducted an explorative genome-wide DNA methylation analysis in blood samples from 120 subjects (90% men, mean ± SD age = 49 ± 9 years, body mass-index (BMI) = 30.2 ± 3.3 kg/m(2)) from the 18-month CENTRAL randomized controlled trial who underwent either Mediterranean/low-carbohydrate or low-fat diet with or without physical activity. RESULTS: Analyses comparing male subjects with the most prominent body weight-loss (responders, mean weight change − 16%) vs. non-responders (+ 2.4%) (N = 10 each) revealed significant variation in DNA methylation of several genes including LRRC27, CRISP2, and SLFN12 (all adj. P < 1 × 10(−5)). Gene ontology analysis indicated that biological processes such as cell adhesion and molecular functions such as calcium ion binding could have an important role in determining the success of interventional therapies in obesity. Epigenome-wide association for relative weight-loss (%) identified 15 CpGs being negatively correlated with weight change after intervention (all combined P < 1 × 10(− 4)) including new and also known obesity candidates such as NUDT3 and NCOR2. A baseline DNA methylation score better predicted successful weight-loss [area under the curve (AUC) receiver operating characteristic (ROC) = 0.95–1.0] than predictors such as age and BMI (AUC ROC = 0.56). CONCLUSIONS: Body weight-loss following 18-month lifestyle intervention is associated with specific methylation signatures. Moreover, methylation differences in the identified genes could serve as prognostic biomarkers to predict a successful weight-loss therapy and thus contribute to advances in patient-tailored obesity treatment. |
format | Online Article Text |
id | pubmed-7670623 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-76706232020-11-18 DNA methylation signature in blood mirrors successful weight-loss during lifestyle interventions: the CENTRAL trial Keller, Maria Yaskolka Meir, Anat Bernhart, Stephan H. Gepner, Yftach Shelef, Ilan Schwarzfuchs, Dan Tsaban, Gal Zelicha, Hila Hopp, Lydia Müller, Luise Rohde, Kerstin Böttcher, Yvonne Stadler, Peter F. Stumvoll, Michael Blüher, Matthias Kovacs, Peter Shai, Iris Genome Med Research BACKGROUND: One of the major challenges in obesity treatment is to explain the high variability in the individual’s response to specific dietary and physical activity interventions. With this study, we tested the hypothesis that specific DNA methylation changes reflect individual responsiveness to lifestyle intervention and may serve as epigenetic predictors for a successful weight-loss. METHODS: We conducted an explorative genome-wide DNA methylation analysis in blood samples from 120 subjects (90% men, mean ± SD age = 49 ± 9 years, body mass-index (BMI) = 30.2 ± 3.3 kg/m(2)) from the 18-month CENTRAL randomized controlled trial who underwent either Mediterranean/low-carbohydrate or low-fat diet with or without physical activity. RESULTS: Analyses comparing male subjects with the most prominent body weight-loss (responders, mean weight change − 16%) vs. non-responders (+ 2.4%) (N = 10 each) revealed significant variation in DNA methylation of several genes including LRRC27, CRISP2, and SLFN12 (all adj. P < 1 × 10(−5)). Gene ontology analysis indicated that biological processes such as cell adhesion and molecular functions such as calcium ion binding could have an important role in determining the success of interventional therapies in obesity. Epigenome-wide association for relative weight-loss (%) identified 15 CpGs being negatively correlated with weight change after intervention (all combined P < 1 × 10(− 4)) including new and also known obesity candidates such as NUDT3 and NCOR2. A baseline DNA methylation score better predicted successful weight-loss [area under the curve (AUC) receiver operating characteristic (ROC) = 0.95–1.0] than predictors such as age and BMI (AUC ROC = 0.56). CONCLUSIONS: Body weight-loss following 18-month lifestyle intervention is associated with specific methylation signatures. Moreover, methylation differences in the identified genes could serve as prognostic biomarkers to predict a successful weight-loss therapy and thus contribute to advances in patient-tailored obesity treatment. BioMed Central 2020-11-16 /pmc/articles/PMC7670623/ /pubmed/33198820 http://dx.doi.org/10.1186/s13073-020-00794-7 Text en © The Author(s) 2020 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/. The Creative Commons Public Domain Dedication waiver (http://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 Keller, Maria Yaskolka Meir, Anat Bernhart, Stephan H. Gepner, Yftach Shelef, Ilan Schwarzfuchs, Dan Tsaban, Gal Zelicha, Hila Hopp, Lydia Müller, Luise Rohde, Kerstin Böttcher, Yvonne Stadler, Peter F. Stumvoll, Michael Blüher, Matthias Kovacs, Peter Shai, Iris DNA methylation signature in blood mirrors successful weight-loss during lifestyle interventions: the CENTRAL trial |
title | DNA methylation signature in blood mirrors successful weight-loss during lifestyle interventions: the CENTRAL trial |
title_full | DNA methylation signature in blood mirrors successful weight-loss during lifestyle interventions: the CENTRAL trial |
title_fullStr | DNA methylation signature in blood mirrors successful weight-loss during lifestyle interventions: the CENTRAL trial |
title_full_unstemmed | DNA methylation signature in blood mirrors successful weight-loss during lifestyle interventions: the CENTRAL trial |
title_short | DNA methylation signature in blood mirrors successful weight-loss during lifestyle interventions: the CENTRAL trial |
title_sort | dna methylation signature in blood mirrors successful weight-loss during lifestyle interventions: the central trial |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7670623/ https://www.ncbi.nlm.nih.gov/pubmed/33198820 http://dx.doi.org/10.1186/s13073-020-00794-7 |
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