An explorative epigenome-wide association study of plasma renin and aldosterone concentration in a Ghanaian population: the RODAM study

被引:2
作者
van der Linden, Eva L. L. [1 ,2 ]
Halley, Adrienne [1 ]
Meeks, Karlijn A. C. [1 ,3 ]
Chilunga, Felix [1 ]
Hayfron-Benjamin, Charles [4 ,5 ]
Venema, Andrea [6 ]
Garrelds, Ingrid M. M. [7 ]
Danser, A. H. Jan [7 ]
van den Born, Bert-Jan [1 ,2 ]
Henneman, Peter [6 ]
Agyemang, Charles [1 ]
机构
[1] Univ Amsterdam, Amsterdam UMC, Amsterdam Publ Hlth Res Inst, Locat AMC,Dept Publ & Occupat Hlth, Meibergdreef 9, NL-1105 AZ Amsterdam, Netherlands
[2] Univ Amsterdam, Amsterdam UMC, Amsterdam Cardiovasc Sci, Dept Vasc Med, Amsterdam, Netherlands
[3] Natl Human Genome Res Inst, Ctr Res Genom & Global Hlth, NIH, Bethesda, MD USA
[4] Univ Ghana, Med Sch, Dept Physiol, Accra, Ghana
[5] Korle Bu Teaching Hosp, Dept Anesthesia & Crit Care, Accra, Ghana
[6] Univ Amsterdam, Amsterdam UMC, Dept Human Genet, Amsterdam Reprod & Dev,Genome Diagnost Lab Amsterd, Amsterdam, Netherlands
[7] Erasmus MC, Univ Med Ctr Rotterdam, Dept Internal Med, Div Pharmacol & Vasc Med, Amsterdam, Netherlands
基金
欧洲研究理事会; 美国国家卫生研究院;
关键词
DNA methylation; Epigenome-wide association study; Renin; Aldosterone; RAAS; Hypertension; Sub-Saharan Africa; RODAM; DNA METHYLATION; SALT SENSITIVITY; BLOOD-PRESSURE; AMSTERDAM; PRORENIN; LINK;
D O I
10.1186/s13148-022-01378-5
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
BackgroundThe epigenetic regulation of the renin-angiotensin-aldosterone system (RAAS) potentially plays a role in the pathophysiology underlying the high burden of hypertension in sub-Saharan Africans (SSA). Here we report the first epigenome-wide association study (EWAS) of plasma renin and aldosterone concentrations and the aldosterone-to-renin ratio (ARR). MethodsEpigenome-wide DNA methylation was measured using the Illumina 450K array on whole blood samples of 68 Ghanaians. Differentially methylated positions (DMPs) were assessed for plasma renin concentration, aldosterone, and ARR using linear regression models adjusted for age, sex, body mass index, diabetes mellitus, hypertension, and technical covariates. Additionally, we extracted methylation loci previously associated with hypertension, kidney function, or that were annotated to RAAS-related genes and associated these with renin and aldosterone concentration. ResultsWe identified one DMP for renin, ten DMPs for aldosterone, and one DMP associated with ARR. Top DMPs were annotated to the PTPRN2, SKIL, and KCNT1 genes, which have been reported in relation to cardiometabolic risk factors, atherosclerosis, and sodium-potassium handling. Moreover, EWAS loci previously associated with hypertension, kidney function, or RAAS-related genes were also associated with renin, aldosterone, and ARR. ConclusionIn this first EWAS on RAAS hormones, we identified DMPs associated with renin, aldosterone, and ARR in a SSA population. These findings are a first step in understanding the role of DNA methylation in regulation of the RAAS in general and in a SSA population specifically. Replication and translational studies are needed to establish the role of these DMPs in the hypertension burden in SSA populations.
引用
收藏
页数:11
相关论文
共 37 条
[1]   Variations in hypertension awareness, treatment, and control among Ghanaian migrants living in Amsterdam, Berlin, London, and nonmigrant Ghanaians living in rural and urban Ghana - the RODAM study [J].
Agyemang, Charles ;
Nyaaba, Gertrude ;
Beune, Erik ;
Meeks, Karlijn ;
Owusu-Dabo, Ellis ;
Addo, Juliet ;
Aikins, Ama de-Graft ;
Mockenhaupt, Frank P. ;
Bahendeka, Silver ;
Danquah, Ina ;
Schulze, Matthias B. ;
Galbete, Cecilia ;
Spranger, Joachim ;
Agyei-Baffour, Peter ;
Henneman, Peter ;
Klipstein-Grobusch, Kerstin ;
Adeyemo, Adebowale ;
van Straalen, Jan ;
Commodore-Mensah, Yvonne ;
Appiah, Lambert T. ;
Smeeth, Liam ;
Stronks, Karien .
JOURNAL OF HYPERTENSION, 2018, 36 (01) :169-177
[2]   Hypertension control in a large multi-ethnic cohort in Amsterdam, The Netherlands: The HELIUS study [J].
Agyemang, Charles ;
Kieft, Suzanne ;
Snijder, Marieke B. ;
Beune, Erik J. ;
van den Born, Bert-Jan ;
Brewster, Lizzy M. ;
Ujcic-Voortman, Joanne J. ;
Bindraban, Navin ;
van Montfrans, Gert ;
Peters, Ron J. ;
Stronks, Karien .
INTERNATIONAL JOURNAL OF CARDIOLOGY, 2015, 183 :180-189
[3]   Rationale and cross-sectional study design of the Research on Obesity and type 2 Diabetes among African Migrants: the RODAM study [J].
Agyemang, Charles ;
Beune, Erik ;
Meeks, Karlijn ;
Owusu-Dabo, Ellis ;
Agyei-Baffour, Peter ;
Aikins, Ama de-Graft ;
Dodoo, Francis ;
Smeeth, Liam ;
Addo, Juliet ;
Mockenhaupt, Frank P. ;
Amoah, Stephen K. ;
Schulze, Matthias B. ;
Danquah, Ina ;
Spranger, Joachim ;
Nicolaou, Mary ;
Klipstein-Grobusch, Kerstin ;
Burr, Tom ;
Henneman, Peter ;
Mannens, Marcel M. ;
van Straalen, Jan P. ;
Bahendeka, Silver ;
Zwinderman, A. H. ;
Kunst, Anton E. ;
Stronks, Karien .
BMJ OPEN, 2014, 4 (03)
[4]   Epigenetic associations of type 2 diabetes and BMI in an Arab population [J].
Al Muftah, Wadha A. ;
Al-Shafai, Mashael ;
Zaghlool, Shaza B. ;
Visconti, Alessia ;
Tsai, Pei-Chien ;
Kumar, Pankaj ;
Spector, Tim ;
Bell, Jordana ;
Falchi, Mario ;
Suhre, Karsten .
CLINICAL EPIGENETICS, 2016, 8
[5]   Salt sensitivity and hypertension [J].
Balafa, Olga ;
Kalaitzidis, Rigas G. .
JOURNAL OF HUMAN HYPERTENSION, 2021, 35 (03) :184-192
[6]   Mineralocorticoid receptor in cardiovascular diseases-Clinical trials and mechanistic insights [J].
Bauersachs, Johann ;
Lopez-Andres, Natalia .
BRITISH JOURNAL OF PHARMACOLOGY, 2022, 179 (13) :3119-3134
[7]   Genome-wide DNA methylation investigation of glucocorticoid exposure within buccal samples [J].
Braun, Patricia R. ;
Tanaka-Sahker, Mai ;
Chan, Aubrey C. ;
Jellison, Sydney S. ;
Klisares, Mason J. ;
Hing, Benjamin W. ;
Shabbir, Yaseen ;
Gaul, Lindsey N. ;
Nagahama, Yasunori ;
Robles, Julian ;
Heinzman, Jonathan T. ;
Sabbagh, Sayeh ;
Cramer, Ellyn M. ;
Duncan, Gabrielle N. ;
Yuki, Kumi ;
Close, Liesl N. ;
Dlouhy, Brian J. ;
Howard, Matthew A., III ;
Kawasaki, Hiroto ;
Stein, Kyle M. ;
Potash, James B. ;
Shinozaki, Gen .
PSYCHIATRY AND CLINICAL NEUROSCIENCES, 2019, 73 (06) :323-330
[8]   The Spectrum of Subclinical Primary Aldosteronism and Incident Hypertension A Cohort Study [J].
Brown, Jenifer M. ;
Robinson-Cohen, Cassianne ;
Luque-Fernandez, Miguel Angel ;
Allison, Matthew A. ;
Baudrand, Rene ;
Ix, Joachim H. ;
Kestenbaum, Bryan ;
de Boer, Ian H. ;
Vaidya, Anand .
ANNALS OF INTERNAL MEDICINE, 2017, 167 (09) :630-+
[9]   Advances in epigenetics link genetics to the environment and disease [J].
Cavalli, Giacomo ;
Heard, Edith .
NATURE, 2019, 571 (7766) :489-499
[10]   Discovery of cross-reactive probes and polymorphic CpGs in the Illumina Infinium HumanMethylation450 microarray [J].
Chen, Yi-an ;
Lemire, Mathieu ;
Choufani, Sanaa ;
Butcher, Darci T. ;
Grafodatskaya, Daria ;
Zanke, Brent W. ;
Gallinger, Steven ;
Hudson, Thomas J. ;
Weksberg, Rosanna .
EPIGENETICS, 2013, 8 (02) :203-209