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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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Autores principales: 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
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2016
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.
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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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