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DNA methylation signatures of chronic low-grade inflammation are associated with complex diseases
BACKGROUND: Chronic low-grade inflammation reflects a subclinical immune response implicated in the pathogenesis of complex diseases. Identifying genetic loci where DNA methylation is associated with chronic low-grade inflammation may reveal novel pathways or therapeutic targets for inflammation. RE...
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2016
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5151130/ https://www.ncbi.nlm.nih.gov/pubmed/27955697 http://dx.doi.org/10.1186/s13059-016-1119-5 |
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author | Ligthart, Symen Marzi, Carola Aslibekyan, Stella Mendelson, Michael M. Conneely, Karen N. Tanaka, Toshiko Colicino, Elena Waite, Lindsay L. Joehanes, Roby Guan, Weihua Brody, Jennifer A. Elks, Cathy Marioni, Riccardo Jhun, Min A. Agha, Golareh Bressler, Jan Ward-Caviness, Cavin K. Chen, Brian H. Huan, Tianxiao Bakulski, Kelly Salfati, Elias L. Fiorito, Giovanni Wahl, Simone Schramm, Katharina Sha, Jin Hernandez, Dena G. Just, Allan C. Smith, Jennifer A. Sotoodehnia, Nona Pilling, Luke C. Pankow, James S. Tsao, Phil S. Liu, Chunyu Zhao, Wei Guarrera, Simonetta Michopoulos, Vasiliki J. Smith, Alicia K. Peters, Marjolein J. Melzer, David Vokonas, Pantel Fornage, Myriam Prokisch, Holger Bis, Joshua C. Chu, Audrey Y. Herder, Christian Grallert, Harald Yao, Chen Shah, Sonia McRae, Allan F. Lin, Honghuang Horvath, Steve Fallin, Daniele Hofman, Albert Wareham, Nicholas J. Wiggins, Kerri L. Feinberg, Andrew P. Starr, John M. Visscher, Peter M. Murabito, Joanne M. Kardia, Sharon L. R. Absher, Devin M. Binder, Elisabeth B. Singleton, Andrew B. Bandinelli, Stefania Peters, Annette Waldenberger, Melanie Matullo, Giuseppe Schwartz, Joel D. Demerath, Ellen W. Uitterlinden, André G. van Meurs, Joyce B. J. Franco, Oscar H. Chen, Yii-Der Ida Levy, Daniel Turner, Stephen T. Deary, Ian J. Ressler, Kerry J. Dupuis, Josée Ferrucci, Luigi Ong, Ken K. Assimes, Themistocles L. Boerwinkle, Eric Koenig, Wolfgang Arnett, Donna K. Baccarelli, Andrea A. Benjamin, Emelia J. Dehghan, Abbas |
author_facet | Ligthart, Symen Marzi, Carola Aslibekyan, Stella Mendelson, Michael M. Conneely, Karen N. Tanaka, Toshiko Colicino, Elena Waite, Lindsay L. Joehanes, Roby Guan, Weihua Brody, Jennifer A. Elks, Cathy Marioni, Riccardo Jhun, Min A. Agha, Golareh Bressler, Jan Ward-Caviness, Cavin K. Chen, Brian H. Huan, Tianxiao Bakulski, Kelly Salfati, Elias L. Fiorito, Giovanni Wahl, Simone Schramm, Katharina Sha, Jin Hernandez, Dena G. Just, Allan C. Smith, Jennifer A. Sotoodehnia, Nona Pilling, Luke C. Pankow, James S. Tsao, Phil S. Liu, Chunyu Zhao, Wei Guarrera, Simonetta Michopoulos, Vasiliki J. Smith, Alicia K. Peters, Marjolein J. Melzer, David Vokonas, Pantel Fornage, Myriam Prokisch, Holger Bis, Joshua C. Chu, Audrey Y. Herder, Christian Grallert, Harald Yao, Chen Shah, Sonia McRae, Allan F. Lin, Honghuang Horvath, Steve Fallin, Daniele Hofman, Albert Wareham, Nicholas J. Wiggins, Kerri L. Feinberg, Andrew P. Starr, John M. Visscher, Peter M. Murabito, Joanne M. Kardia, Sharon L. R. Absher, Devin M. Binder, Elisabeth B. Singleton, Andrew B. Bandinelli, Stefania Peters, Annette Waldenberger, Melanie Matullo, Giuseppe Schwartz, Joel D. Demerath, Ellen W. Uitterlinden, André G. van Meurs, Joyce B. J. Franco, Oscar H. Chen, Yii-Der Ida Levy, Daniel Turner, Stephen T. Deary, Ian J. Ressler, Kerry J. Dupuis, Josée Ferrucci, Luigi Ong, Ken K. Assimes, Themistocles L. Boerwinkle, Eric Koenig, Wolfgang Arnett, Donna K. Baccarelli, Andrea A. Benjamin, Emelia J. Dehghan, Abbas |
author_sort | Ligthart, Symen |
collection | PubMed |
description | BACKGROUND: Chronic low-grade inflammation reflects a subclinical immune response implicated in the pathogenesis of complex diseases. Identifying genetic loci where DNA methylation is associated with chronic low-grade inflammation may reveal novel pathways or therapeutic targets for inflammation. RESULTS: We performed a meta-analysis of epigenome-wide association studies (EWAS) of serum C-reactive protein (CRP), which is a sensitive marker of low-grade inflammation, in a large European population (n = 8863) and trans-ethnic replication in African Americans (n = 4111). We found differential methylation at 218 CpG sites to be associated with CRP (P < 1.15 × 10(–7)) in the discovery panel of European ancestry and replicated (P < 2.29 × 10(–4)) 58 CpG sites (45 unique loci) among African Americans. To further characterize the molecular and clinical relevance of the findings, we examined the association with gene expression, genetic sequence variants, and clinical outcomes. DNA methylation at nine (16%) CpG sites was associated with whole blood gene expression in cis (P < 8.47 × 10(–5)), ten (17%) CpG sites were associated with a nearby genetic variant (P < 2.50 × 10(–3)), and 51 (88%) were also associated with at least one related cardiometabolic entity (P < 9.58 × 10(–5)). An additive weighted score of replicated CpG sites accounted for up to 6% inter-individual variation (R2) of age-adjusted and sex-adjusted CRP, independent of known CRP-related genetic variants. CONCLUSION: We have completed an EWAS of chronic low-grade inflammation and identified many novel genetic loci underlying inflammation that may serve as targets for the development of novel therapeutic interventions for inflammation. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s13059-016-1119-5) contains supplementary material, which is available to authorized users. |
format | Online Article Text |
id | pubmed-5151130 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-51511302016-12-20 DNA methylation signatures of chronic low-grade inflammation are associated with complex diseases Ligthart, Symen Marzi, Carola Aslibekyan, Stella Mendelson, Michael M. Conneely, Karen N. Tanaka, Toshiko Colicino, Elena Waite, Lindsay L. Joehanes, Roby Guan, Weihua Brody, Jennifer A. Elks, Cathy Marioni, Riccardo Jhun, Min A. Agha, Golareh Bressler, Jan Ward-Caviness, Cavin K. Chen, Brian H. Huan, Tianxiao Bakulski, Kelly Salfati, Elias L. Fiorito, Giovanni Wahl, Simone Schramm, Katharina Sha, Jin Hernandez, Dena G. Just, Allan C. Smith, Jennifer A. Sotoodehnia, Nona Pilling, Luke C. Pankow, James S. Tsao, Phil S. Liu, Chunyu Zhao, Wei Guarrera, Simonetta Michopoulos, Vasiliki J. Smith, Alicia K. Peters, Marjolein J. Melzer, David Vokonas, Pantel Fornage, Myriam Prokisch, Holger Bis, Joshua C. Chu, Audrey Y. Herder, Christian Grallert, Harald Yao, Chen Shah, Sonia McRae, Allan F. Lin, Honghuang Horvath, Steve Fallin, Daniele Hofman, Albert Wareham, Nicholas J. Wiggins, Kerri L. Feinberg, Andrew P. Starr, John M. Visscher, Peter M. Murabito, Joanne M. Kardia, Sharon L. R. Absher, Devin M. Binder, Elisabeth B. Singleton, Andrew B. Bandinelli, Stefania Peters, Annette Waldenberger, Melanie Matullo, Giuseppe Schwartz, Joel D. Demerath, Ellen W. Uitterlinden, André G. van Meurs, Joyce B. J. Franco, Oscar H. Chen, Yii-Der Ida Levy, Daniel Turner, Stephen T. Deary, Ian J. Ressler, Kerry J. Dupuis, Josée Ferrucci, Luigi Ong, Ken K. Assimes, Themistocles L. Boerwinkle, Eric Koenig, Wolfgang Arnett, Donna K. Baccarelli, Andrea A. Benjamin, Emelia J. Dehghan, Abbas Genome Biol Method BACKGROUND: Chronic low-grade inflammation reflects a subclinical immune response implicated in the pathogenesis of complex diseases. Identifying genetic loci where DNA methylation is associated with chronic low-grade inflammation may reveal novel pathways or therapeutic targets for inflammation. RESULTS: We performed a meta-analysis of epigenome-wide association studies (EWAS) of serum C-reactive protein (CRP), which is a sensitive marker of low-grade inflammation, in a large European population (n = 8863) and trans-ethnic replication in African Americans (n = 4111). We found differential methylation at 218 CpG sites to be associated with CRP (P < 1.15 × 10(–7)) in the discovery panel of European ancestry and replicated (P < 2.29 × 10(–4)) 58 CpG sites (45 unique loci) among African Americans. To further characterize the molecular and clinical relevance of the findings, we examined the association with gene expression, genetic sequence variants, and clinical outcomes. DNA methylation at nine (16%) CpG sites was associated with whole blood gene expression in cis (P < 8.47 × 10(–5)), ten (17%) CpG sites were associated with a nearby genetic variant (P < 2.50 × 10(–3)), and 51 (88%) were also associated with at least one related cardiometabolic entity (P < 9.58 × 10(–5)). An additive weighted score of replicated CpG sites accounted for up to 6% inter-individual variation (R2) of age-adjusted and sex-adjusted CRP, independent of known CRP-related genetic variants. CONCLUSION: We have completed an EWAS of chronic low-grade inflammation and identified many novel genetic loci underlying inflammation that may serve as targets for the development of novel therapeutic interventions for inflammation. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s13059-016-1119-5) contains supplementary material, which is available to authorized users. BioMed Central 2016-12-12 /pmc/articles/PMC5151130/ /pubmed/27955697 http://dx.doi.org/10.1186/s13059-016-1119-5 Text en © The Author(s). 2016 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 | Method Ligthart, Symen Marzi, Carola Aslibekyan, Stella Mendelson, Michael M. Conneely, Karen N. Tanaka, Toshiko Colicino, Elena Waite, Lindsay L. Joehanes, Roby Guan, Weihua Brody, Jennifer A. Elks, Cathy Marioni, Riccardo Jhun, Min A. Agha, Golareh Bressler, Jan Ward-Caviness, Cavin K. Chen, Brian H. Huan, Tianxiao Bakulski, Kelly Salfati, Elias L. Fiorito, Giovanni Wahl, Simone Schramm, Katharina Sha, Jin Hernandez, Dena G. Just, Allan C. Smith, Jennifer A. Sotoodehnia, Nona Pilling, Luke C. Pankow, James S. Tsao, Phil S. Liu, Chunyu Zhao, Wei Guarrera, Simonetta Michopoulos, Vasiliki J. Smith, Alicia K. Peters, Marjolein J. Melzer, David Vokonas, Pantel Fornage, Myriam Prokisch, Holger Bis, Joshua C. Chu, Audrey Y. Herder, Christian Grallert, Harald Yao, Chen Shah, Sonia McRae, Allan F. Lin, Honghuang Horvath, Steve Fallin, Daniele Hofman, Albert Wareham, Nicholas J. Wiggins, Kerri L. Feinberg, Andrew P. Starr, John M. Visscher, Peter M. Murabito, Joanne M. Kardia, Sharon L. R. Absher, Devin M. Binder, Elisabeth B. Singleton, Andrew B. Bandinelli, Stefania Peters, Annette Waldenberger, Melanie Matullo, Giuseppe Schwartz, Joel D. Demerath, Ellen W. Uitterlinden, André G. van Meurs, Joyce B. J. Franco, Oscar H. Chen, Yii-Der Ida Levy, Daniel Turner, Stephen T. Deary, Ian J. Ressler, Kerry J. Dupuis, Josée Ferrucci, Luigi Ong, Ken K. Assimes, Themistocles L. Boerwinkle, Eric Koenig, Wolfgang Arnett, Donna K. Baccarelli, Andrea A. Benjamin, Emelia J. Dehghan, Abbas DNA methylation signatures of chronic low-grade inflammation are associated with complex diseases |
title | DNA methylation signatures of chronic low-grade inflammation are associated with complex diseases |
title_full | DNA methylation signatures of chronic low-grade inflammation are associated with complex diseases |
title_fullStr | DNA methylation signatures of chronic low-grade inflammation are associated with complex diseases |
title_full_unstemmed | DNA methylation signatures of chronic low-grade inflammation are associated with complex diseases |
title_short | DNA methylation signatures of chronic low-grade inflammation are associated with complex diseases |
title_sort | dna methylation signatures of chronic low-grade inflammation are associated with complex diseases |
topic | Method |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5151130/ https://www.ncbi.nlm.nih.gov/pubmed/27955697 http://dx.doi.org/10.1186/s13059-016-1119-5 |
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