Cargando…
Genome-wide DNA methylation analysis on C-reactive protein among Ghanaians suggests molecular links to the emerging risk of cardiovascular diseases
Molecular mechanisms at the intersection of inflammation and cardiovascular diseases (CVD) among Africans are still unknown. We performed an epigenome-wide association study to identify loci associated with serum C-reactive protein (marker of inflammation) among Ghanaians and further assessed whethe...
Autores principales: | , , , , , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2021
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8196035/ https://www.ncbi.nlm.nih.gov/pubmed/34117263 http://dx.doi.org/10.1038/s41525-021-00213-9 |
_version_ | 1783706609175756800 |
---|---|
author | Chilunga, Felix P. Henneman, Peter Venema, Andrea Meeks, Karlijn A. C. Requena-Méndez, Ana Beune, Erik Mockenhaupt, Frank P. Smeeth, Liam Bahendeka, Silver Danquah, Ina Klipstein-Grobusch, Kerstin Adeyemo, Adebowale Mannens, Marcel M.A.M Agyemang, Charles |
author_facet | Chilunga, Felix P. Henneman, Peter Venema, Andrea Meeks, Karlijn A. C. Requena-Méndez, Ana Beune, Erik Mockenhaupt, Frank P. Smeeth, Liam Bahendeka, Silver Danquah, Ina Klipstein-Grobusch, Kerstin Adeyemo, Adebowale Mannens, Marcel M.A.M Agyemang, Charles |
author_sort | Chilunga, Felix P. |
collection | PubMed |
description | Molecular mechanisms at the intersection of inflammation and cardiovascular diseases (CVD) among Africans are still unknown. We performed an epigenome-wide association study to identify loci associated with serum C-reactive protein (marker of inflammation) among Ghanaians and further assessed whether differentially methylated positions (DMPs) were linked to CVD in previous reports, or to estimated CVD risk in the same population. We used the Illumina Infinium® HumanMethylation450 BeadChip to obtain DNAm profiles of blood samples in 589 Ghanaians from the RODAM study (without acute infections, not taking anti-inflammatory medications, CRP levels < 40 mg/L). We then used linear models to identify DMPs associated with CRP concentrations. Post-hoc, we evaluated associations of identified DMPs with elevated CVD risk estimated via ASCVD risk score. We also performed subset analyses at CRP levels ≤10 mg/L and replication analyses on candidate probes. Finally, we assessed for biological relevance of our findings in public databases. We subsequently identified 14 novel DMPs associated with CRP. In post-hoc evaluations, we found that DMPs in PC, BTG4 and PADI1 showed trends of associations with estimated CVD risk, we identified a separate DMP in MORC2 that was associated with CRP levels ≤10 mg/L, and we successfully replicated 65 (24%) of previously reported DMPs. All DMPs with gene annotations (13) were biologically linked to inflammation or CVD traits. We have identified epigenetic loci that may play a role in the intersection between inflammation and CVD among Ghanaians. Further studies among other Africans are needed to confirm our findings. |
format | Online Article Text |
id | pubmed-8196035 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-81960352021-06-17 Genome-wide DNA methylation analysis on C-reactive protein among Ghanaians suggests molecular links to the emerging risk of cardiovascular diseases Chilunga, Felix P. Henneman, Peter Venema, Andrea Meeks, Karlijn A. C. Requena-Méndez, Ana Beune, Erik Mockenhaupt, Frank P. Smeeth, Liam Bahendeka, Silver Danquah, Ina Klipstein-Grobusch, Kerstin Adeyemo, Adebowale Mannens, Marcel M.A.M Agyemang, Charles NPJ Genom Med Article Molecular mechanisms at the intersection of inflammation and cardiovascular diseases (CVD) among Africans are still unknown. We performed an epigenome-wide association study to identify loci associated with serum C-reactive protein (marker of inflammation) among Ghanaians and further assessed whether differentially methylated positions (DMPs) were linked to CVD in previous reports, or to estimated CVD risk in the same population. We used the Illumina Infinium® HumanMethylation450 BeadChip to obtain DNAm profiles of blood samples in 589 Ghanaians from the RODAM study (without acute infections, not taking anti-inflammatory medications, CRP levels < 40 mg/L). We then used linear models to identify DMPs associated with CRP concentrations. Post-hoc, we evaluated associations of identified DMPs with elevated CVD risk estimated via ASCVD risk score. We also performed subset analyses at CRP levels ≤10 mg/L and replication analyses on candidate probes. Finally, we assessed for biological relevance of our findings in public databases. We subsequently identified 14 novel DMPs associated with CRP. In post-hoc evaluations, we found that DMPs in PC, BTG4 and PADI1 showed trends of associations with estimated CVD risk, we identified a separate DMP in MORC2 that was associated with CRP levels ≤10 mg/L, and we successfully replicated 65 (24%) of previously reported DMPs. All DMPs with gene annotations (13) were biologically linked to inflammation or CVD traits. We have identified epigenetic loci that may play a role in the intersection between inflammation and CVD among Ghanaians. Further studies among other Africans are needed to confirm our findings. Nature Publishing Group UK 2021-06-11 /pmc/articles/PMC8196035/ /pubmed/34117263 http://dx.doi.org/10.1038/s41525-021-00213-9 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open Access This 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 license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license 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 license, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Chilunga, Felix P. Henneman, Peter Venema, Andrea Meeks, Karlijn A. C. Requena-Méndez, Ana Beune, Erik Mockenhaupt, Frank P. Smeeth, Liam Bahendeka, Silver Danquah, Ina Klipstein-Grobusch, Kerstin Adeyemo, Adebowale Mannens, Marcel M.A.M Agyemang, Charles Genome-wide DNA methylation analysis on C-reactive protein among Ghanaians suggests molecular links to the emerging risk of cardiovascular diseases |
title | Genome-wide DNA methylation analysis on C-reactive protein among Ghanaians suggests molecular links to the emerging risk of cardiovascular diseases |
title_full | Genome-wide DNA methylation analysis on C-reactive protein among Ghanaians suggests molecular links to the emerging risk of cardiovascular diseases |
title_fullStr | Genome-wide DNA methylation analysis on C-reactive protein among Ghanaians suggests molecular links to the emerging risk of cardiovascular diseases |
title_full_unstemmed | Genome-wide DNA methylation analysis on C-reactive protein among Ghanaians suggests molecular links to the emerging risk of cardiovascular diseases |
title_short | Genome-wide DNA methylation analysis on C-reactive protein among Ghanaians suggests molecular links to the emerging risk of cardiovascular diseases |
title_sort | genome-wide dna methylation analysis on c-reactive protein among ghanaians suggests molecular links to the emerging risk of cardiovascular diseases |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8196035/ https://www.ncbi.nlm.nih.gov/pubmed/34117263 http://dx.doi.org/10.1038/s41525-021-00213-9 |
work_keys_str_mv | AT chilungafelixp genomewidednamethylationanalysisoncreactiveproteinamongghanaianssuggestsmolecularlinkstotheemergingriskofcardiovasculardiseases AT hennemanpeter genomewidednamethylationanalysisoncreactiveproteinamongghanaianssuggestsmolecularlinkstotheemergingriskofcardiovasculardiseases AT venemaandrea genomewidednamethylationanalysisoncreactiveproteinamongghanaianssuggestsmolecularlinkstotheemergingriskofcardiovasculardiseases AT meekskarlijnac genomewidednamethylationanalysisoncreactiveproteinamongghanaianssuggestsmolecularlinkstotheemergingriskofcardiovasculardiseases AT requenamendezana genomewidednamethylationanalysisoncreactiveproteinamongghanaianssuggestsmolecularlinkstotheemergingriskofcardiovasculardiseases AT beuneerik genomewidednamethylationanalysisoncreactiveproteinamongghanaianssuggestsmolecularlinkstotheemergingriskofcardiovasculardiseases AT mockenhauptfrankp genomewidednamethylationanalysisoncreactiveproteinamongghanaianssuggestsmolecularlinkstotheemergingriskofcardiovasculardiseases AT smeethliam genomewidednamethylationanalysisoncreactiveproteinamongghanaianssuggestsmolecularlinkstotheemergingriskofcardiovasculardiseases AT bahendekasilver genomewidednamethylationanalysisoncreactiveproteinamongghanaianssuggestsmolecularlinkstotheemergingriskofcardiovasculardiseases AT danquahina genomewidednamethylationanalysisoncreactiveproteinamongghanaianssuggestsmolecularlinkstotheemergingriskofcardiovasculardiseases AT klipsteingrobuschkerstin genomewidednamethylationanalysisoncreactiveproteinamongghanaianssuggestsmolecularlinkstotheemergingriskofcardiovasculardiseases AT adeyemoadebowale genomewidednamethylationanalysisoncreactiveproteinamongghanaianssuggestsmolecularlinkstotheemergingriskofcardiovasculardiseases AT mannensmarcelmam genomewidednamethylationanalysisoncreactiveproteinamongghanaianssuggestsmolecularlinkstotheemergingriskofcardiovasculardiseases AT agyemangcharles genomewidednamethylationanalysisoncreactiveproteinamongghanaianssuggestsmolecularlinkstotheemergingriskofcardiovasculardiseases |