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Epigenome-wide association study (EWAS) on lipids: the Rotterdam Study
BACKGROUND: DNA methylation is a key epigenetic mechanism that is suggested to be associated with blood lipid levels. We aimed to identify CpG sites at which DNA methylation levels are associated with blood levels of triglycerides, high-density lipoprotein cholesterol (HDL-C), low-density lipoprotei...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5297218/ https://www.ncbi.nlm.nih.gov/pubmed/28194238 http://dx.doi.org/10.1186/s13148-016-0304-4 |
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author | Braun, Kim V. E. Dhana, Klodian de Vries, Paul S. Voortman, Trudy van Meurs, Joyce B. J. Uitterlinden, Andre G. Hofman, Albert Hu, Frank B. Franco, Oscar H. Dehghan, Abbas |
author_facet | Braun, Kim V. E. Dhana, Klodian de Vries, Paul S. Voortman, Trudy van Meurs, Joyce B. J. Uitterlinden, Andre G. Hofman, Albert Hu, Frank B. Franco, Oscar H. Dehghan, Abbas |
author_sort | Braun, Kim V. E. |
collection | PubMed |
description | BACKGROUND: DNA methylation is a key epigenetic mechanism that is suggested to be associated with blood lipid levels. We aimed to identify CpG sites at which DNA methylation levels are associated with blood levels of triglycerides, high-density lipoprotein cholesterol (HDL-C), low-density lipoprotein cholesterol (LDL-C), and total cholesterol in 725 participants of the Rotterdam Study, a population-based cohort study. Subsequently, we sought replication in a non-overlapping set of 760 participants. RESULTS: Genome-wide methylation levels were measured in whole blood using the Illumina Methylation 450 array. Associations between lipid levels and DNA methylation beta values were examined using linear mixed-effect models. All models were adjusted for sex, age, smoking, white blood cell proportions, array number, and position on array. A Bonferroni-corrected p value lower than 1.08 × 10(−7) was considered statistically significant. Five CpG sites annotated to genes including DHCR24, CPT1A, ABCG1, and SREBF1 were identified and replicated. Four CpG sites were associated with triglycerides, including CpG sites annotated to CPT1A (cg00574958 and cg17058475), ABCG1 (cg06500161), and SREBF1 (cg11024682). Two CpG sites were associated with HDL-C, including ABCG1 (cg06500161) and DHCR24 (cg17901584). No significant associations were observed with LDL-C or total cholesterol. CONCLUSIONS: We report an association of HDL-C levels with methylation of a CpG site near DHCR24, a protein-coding gene involved in cholesterol biosynthesis, which has previously been reported to be associated with other metabolic traits. Furthermore, we confirmed previously reported associations of methylation of CpG sites within CPT1A, ABCG1, and SREBF1 and lipids. These results provide insight in the mechanisms that are involved in lipid metabolism. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s13148-016-0304-4) contains supplementary material, which is available to authorized users. |
format | Online Article Text |
id | pubmed-5297218 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-52972182017-02-13 Epigenome-wide association study (EWAS) on lipids: the Rotterdam Study Braun, Kim V. E. Dhana, Klodian de Vries, Paul S. Voortman, Trudy van Meurs, Joyce B. J. Uitterlinden, Andre G. Hofman, Albert Hu, Frank B. Franco, Oscar H. Dehghan, Abbas Clin Epigenetics Research BACKGROUND: DNA methylation is a key epigenetic mechanism that is suggested to be associated with blood lipid levels. We aimed to identify CpG sites at which DNA methylation levels are associated with blood levels of triglycerides, high-density lipoprotein cholesterol (HDL-C), low-density lipoprotein cholesterol (LDL-C), and total cholesterol in 725 participants of the Rotterdam Study, a population-based cohort study. Subsequently, we sought replication in a non-overlapping set of 760 participants. RESULTS: Genome-wide methylation levels were measured in whole blood using the Illumina Methylation 450 array. Associations between lipid levels and DNA methylation beta values were examined using linear mixed-effect models. All models were adjusted for sex, age, smoking, white blood cell proportions, array number, and position on array. A Bonferroni-corrected p value lower than 1.08 × 10(−7) was considered statistically significant. Five CpG sites annotated to genes including DHCR24, CPT1A, ABCG1, and SREBF1 were identified and replicated. Four CpG sites were associated with triglycerides, including CpG sites annotated to CPT1A (cg00574958 and cg17058475), ABCG1 (cg06500161), and SREBF1 (cg11024682). Two CpG sites were associated with HDL-C, including ABCG1 (cg06500161) and DHCR24 (cg17901584). No significant associations were observed with LDL-C or total cholesterol. CONCLUSIONS: We report an association of HDL-C levels with methylation of a CpG site near DHCR24, a protein-coding gene involved in cholesterol biosynthesis, which has previously been reported to be associated with other metabolic traits. Furthermore, we confirmed previously reported associations of methylation of CpG sites within CPT1A, ABCG1, and SREBF1 and lipids. These results provide insight in the mechanisms that are involved in lipid metabolism. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s13148-016-0304-4) contains supplementary material, which is available to authorized users. BioMed Central 2017-02-07 /pmc/articles/PMC5297218/ /pubmed/28194238 http://dx.doi.org/10.1186/s13148-016-0304-4 Text en © The Author(s). 2017 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. 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. |
spellingShingle | Research Braun, Kim V. E. Dhana, Klodian de Vries, Paul S. Voortman, Trudy van Meurs, Joyce B. J. Uitterlinden, Andre G. Hofman, Albert Hu, Frank B. Franco, Oscar H. Dehghan, Abbas Epigenome-wide association study (EWAS) on lipids: the Rotterdam Study |
title | Epigenome-wide association study (EWAS) on lipids: the Rotterdam Study |
title_full | Epigenome-wide association study (EWAS) on lipids: the Rotterdam Study |
title_fullStr | Epigenome-wide association study (EWAS) on lipids: the Rotterdam Study |
title_full_unstemmed | Epigenome-wide association study (EWAS) on lipids: the Rotterdam Study |
title_short | Epigenome-wide association study (EWAS) on lipids: the Rotterdam Study |
title_sort | epigenome-wide association study (ewas) on lipids: the rotterdam study |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5297218/ https://www.ncbi.nlm.nih.gov/pubmed/28194238 http://dx.doi.org/10.1186/s13148-016-0304-4 |
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