DNA methylation of blood cells is associated with prevalent type 2 diabetes in a meta-analysis of four European cohorts

被引:37
作者
Juvinao-Quintero, Diana L. [1 ,2 ,11 ,12 ,14 ]
Marioni, Riccardo E. [3 ]
Ochoa-Rosales, Carolina [4 ,5 ]
Russ, Tom C. [6 ,7 ,8 ]
Deary, Ian J. [8 ,9 ]
van Meurs, Joyce B. J. [10 ]
Voortman, Trudy [4 ]
Hivert, Marie-France [11 ,12 ]
Sharp, Gemma C. [1 ,2 ]
Relton, Caroline L. [1 ,2 ,13 ]
Elliott, Hannah R. [1 ,2 ]
机构
[1] Univ Bristol Sch Med, MRC Integrat Epidemiol, Bristol BS8 2BN, Avon, England
[2] Univ Bristol, Bristol Med Sch, Populat Hlth Sci, Bristol BS8 2BN, Avon, England
[3] Univ Edinburgh, Inst Genet & Mol Med, Ctr Genom & Expt Med, Edinburgh EH4 2XU, Midlothian, Scotland
[4] Univ Med Ctr, Erasmus MC, Dept Epidemiol, NL-3000 CA Rotterdam, Netherlands
[5] Univ Concepcion, Ctr Vida Saludable, Victoria 580, Concepcion, Chile
[6] Univ Edinburgh, Alzheimer Scotland Dementia Res Ctr, 7 George Sq, Edinburgh EH8 9JZ, Midlothian, Scotland
[7] Univ Edinburgh, Edinburgh Dementia Prevent Res Grp, Edinburgh EH16 4UX, Midlothian, Scotland
[8] Univ Edinburgh, Lothian Birth Cohorts, Edinburgh EH8 9JZ, Midlothian, Scotland
[9] Univ Edinburgh, Dept Psychol, Edinburgh EH8 9JZ, Midlothian, Scotland
[10] Univ Med Ctr, Erasmus MC, Dept Internal Med, NL-3000 CA Rotterdam, Netherlands
[11] Harvard Med Sch, Dept Populat Med, Div Chron Dis Res Lifecourse, Boston, MA 02215 USA
[12] Harvard Pilgrim Hlth Care, Boston, MA 02215 USA
[13] Bristol NIHR Biomed Res Ctr, Oakfield House, Bristol BS8 2BN, Avon, England
[14] Univ Bristol, Bristol Med Sch, MRC Integrat Epidemiol Unit, Populat Hlth Sci, Oakfield House, Bristol BS8 2BN, Avon, England
基金
英国医学研究理事会; 英国生物技术与生命科学研究理事会; 英国惠康基金;
关键词
DNA methylation; Prevalent T2D; Meta-analysis; ALSPAC; Europeans; EPIGENOME-WIDE ASSOCIATION; LIPID-LOWERING DRUGS; RISK; IDENTIFICATION; GENETICS; GLUCOSE; LOCI; BMI; PATHOPHYSIOLOGY; EPIGENETICS;
D O I
10.1186/s13148-021-01027-3
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Background Type 2 diabetes (T2D) is a heterogeneous disease with well-known genetic and environmental risk factors contributing to its prevalence. Epigenetic mechanisms related to changes in DNA methylation (DNAm), may also contribute to T2D risk, but larger studies are required to discover novel markers, and to confirm existing ones. Results We performed a large meta-analysis of individual epigenome-wide association studies (EWAS) of prevalent T2D conducted in four European studies using peripheral blood DNAm. Analysis of differentially methylated regions (DMR) was also undertaken, based on the meta-analysis results. We found three novel CpGs associated with prevalent T2D in Europeans at cg00144180 (HDAC4), cg16765088 (near SYNM) and cg24704287 (near MIR23A) and confirmed three CpGs previously identified (mapping to TXNIP, ABCG1 and CPT1A). We also identified 77 T2D associated DMRs, most of them hypomethylated in T2D cases versus controls. In adjusted regressions among diabetic-free participants in ALSPAC, we found that all six CpGs identified in the meta-EWAS were associated with white cell-types. We estimated that these six CpGs captured 11% of the variation in T2D, which was similar to the variation explained by the model including only the common risk factors of BMI, sex, age and smoking (R-2 = 10.6%). Conclusions This study identifies novel loci associated with T2D in Europeans. We also demonstrate associations of the same loci with other traits. Future studies should investigate if our findings are generalizable in non-European populations, and potential roles of these epigenetic markers in T2D etiology or in determining long term consequences of T2D.
引用
收藏
页数:14
相关论文
共 50 条
  • [41] Type 2 diabetes complications in ethnic minority compared with European host populations: a systematic review and meta-analysis
    Beulens, Joline W. J.
    Reichelt, Felix
    Remmelzwaal, Sharon
    Rutters, Femke
    Strooij, Bianca
    Harms, Peter
    de Vries, Ralph
    Blom, Marieke T.
    Stronks, Karien
    Muilwijk, Mirthe
    BMJ OPEN DIABETES RESEARCH & CARE, 2024, 12 (06)
  • [42] SERPINA1 methylation and lung function in tobacco-smoke exposed European children and adults: a meta-analysis of ALEC population-based cohorts
    Beckmeyer-Borowko, Anna
    Imboden, Medea
    Rezwan, Faisal I.
    Wielscher, Matthias
    Amaral, Andre F. S.
    Jeong, Ayoung
    Schaffner, Emmanuel
    Auvinen, Juha
    Sebert, Sylvain
    Karhunen, Ville
    Bettschart, Robert
    Turk, Alexander
    Pons, Marco
    Stolz, Daiana
    Kronenberg, Florian
    Arathimos, Ryan
    Sharp, Gemma C.
    Relton, Caroline
    Henderson, Alexander J.
    Jarvelin, Marjo-Riitta
    Jarvis, Deborah
    Holloway, John W.
    Probst-Hensch, Nicole M.
    RESPIRATORY RESEARCH, 2018, 19
  • [43] Meta-analysis of 23 type 2 diabetes linkage studies from the international type 2 diabetes linkage analysis consortium
    Guan, Weihua
    Pluzhnikov, Anna
    Cox, Nancy J.
    Boehnke, Michael
    HUMAN HEREDITY, 2008, 66 (01) : 35 - U1
  • [44] Association between night shift work and the risk of type 2 diabetes mellitus: a cohort-based meta-analysis
    Xie, Fei
    Hu, Kangshuo
    Fu, Rongrong
    Zhang, Yueming
    Xiao, Kaiqi
    Tu, Jieni
    BMC ENDOCRINE DISORDERS, 2024, 24 (01)
  • [45] The effect of spirulina on type 2 diabetes: a systematic review and meta-analysis
    Hatami, Elaheh
    Ghalishourani, Samira-Sadat
    Najafgholizadeh, Ameneh
    Pourmasoumi, Makan
    Hadi, Amir
    Clark, Cain C. T.
    Assaroudi, Mostafa
    Salehi-sahlabadi, Ammar
    Joukar, Farahnaz
    Mansour-Ghanaei, Fariborz
    JOURNAL OF DIABETES AND METABOLIC DISORDERS, 2021, 20 (01) : 883 - 892
  • [46] Impact of allulose on blood glucose in type 2 diabetes: A meta-analysis of clinical trials
    Ayesh, Hazem
    Suhail, Sajida
    Ayesh, Suhail
    METABOLISM OPEN, 2024, 24
  • [47] Association between ABO Blood Groups and Type 2 Diabetes Mellitus: A Meta-Analysis
    Cano, Earl Adriane
    Esguerra, Marion Agatha
    Batausa, Ariane Michaela
    Baluyut, Jessica Rose
    Cadiz, Ria
    Docto, Hewmy Franci
    Encabo, Jose Ramir
    Gomez, Reena Mae
    Sadang, Maria Gina
    CURRENT DIABETES REVIEWS, 2023, 19 (06) : 130 - 141
  • [48] Unstable bodyweight and incident type 2 diabetes mellitus: A meta-analysis
    Kodama, Satoru
    Fujihara, Kazuya
    Ishiguro, Hajime
    Horikawa, Chika
    Ohara, Nobumasa
    Yachi, Yoko
    Tanaka, Shiro
    Shimano, Hitoshi
    Kato, Kiminori
    Hanyu, Osamu
    Sone, Hirohito
    JOURNAL OF DIABETES INVESTIGATION, 2017, 8 (04): : 501 - 509
  • [49] Oral semaglutide for type 2 diabetes: A systematic review and meta-analysis
    Avgerinos, Ioannis
    Michailidis, Theodoros
    Liakos, Aris
    Karagiannis, Thomas
    Matthews, David R.
    Tsapas, Apostolos
    Bekiari, Eleni
    DIABETES OBESITY & METABOLISM, 2020, 22 (03) : 335 - 345
  • [50] The Association Between Passive Smoking and Type 2 Diabetes A Meta-Analysis
    Zhu, Bo
    Wu, Xiaomei
    Wang, Xin
    Zheng, Quanmei
    Sun, Guifan
    ASIA-PACIFIC JOURNAL OF PUBLIC HEALTH, 2014, 26 (03) : 226 - 237