Back to Search
Start Over
DNA methylation of blood cells is associated with prevalent type 2 diabetes in a meta-analysis of four European cohorts
- Source :
- Juvinao-quintero, D L, Marioni, R E, Ochoa-rosales, C, Russ, T C, Deary, I J, Van Meurs, J B J, Voortman, T, Hivert, M, Sharp, G C, Relton, C L & Elliott, H R 2021, ' DNA methylation of blood cells is associated with prevalent type 2 diabetes in a meta-analysis of four European cohorts ', Clinical Epigenetics, vol. 13, no. 1, 40 . https://doi.org/10.1186/s13148-021-01027-3, Juvinao-Quintero, D L, Marioni, R E, Ochoa-Rosales, C, Russ, T C, Deary, I J, van Meurs, J B J, Voortman, T, Hivert, M-F, Sharp, G C, Relton, C L & Elliott, H R 2021, ' DNA methylation of blood cells is associated with prevalent type 2 diabetes in a meta-analysis of four European cohorts ', Clinical Epigenetics, vol. 13, no. 1, 40 (2021) . https://doi.org/10.1186/s13148-021-01027-3, Clinical Epigenetics, Clinical Epigenetics, 13(1):40. BioMed Central Ltd.
- Publication Year :
- 2021
-
Abstract
- 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 (R2 = 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.
- Subjects :
- 0301 basic medicine
Male
prevalent T2D
endocrine system diseases
Disease
Type 2 diabetes
Epigenesis, Genetic
Epigenome
0302 clinical medicine
Risk Factors
Prevalence
Genetics (clinical)
ATP Binding Cassette Transporter, Subfamily G, Member 1
Genetics
DNA methylation
Middle Aged
ALSPAC
3. Good health
Meta-analysis
Female
Adult
Prevalent T2D
030209 endocrinology & metabolism
Biology
Histone Deacetylases
03 medical and health sciences
SDG 3 - Good Health and Well-being
medicine
Humans
Epigenetics
European Union
Molecular Biology
Genetic association
Aged
Blood Cells
Carnitine O-Palmitoyltransferase
Europeans
Research
dNaM
nutritional and metabolic diseases
medicine.disease
Repressor Proteins
meta-analysis
MicroRNAs
030104 developmental biology
Differentially methylated regions
Cross-Sectional Studies
Diabetes Mellitus, Type 2
Case-Control Studies
CpG Islands
Carrier Proteins
human activities
Developmental Biology
Genome-Wide Association Study
Subjects
Details
- Language :
- English
- ISSN :
- 18687083
- Database :
- OpenAIRE
- Journal :
- Juvinao-quintero, D L, Marioni, R E, Ochoa-rosales, C, Russ, T C, Deary, I J, Van Meurs, J B J, Voortman, T, Hivert, M, Sharp, G C, Relton, C L & Elliott, H R 2021, ' DNA methylation of blood cells is associated with prevalent type 2 diabetes in a meta-analysis of four European cohorts ', Clinical Epigenetics, vol. 13, no. 1, 40 . https://doi.org/10.1186/s13148-021-01027-3, Juvinao-Quintero, D L, Marioni, R E, Ochoa-Rosales, C, Russ, T C, Deary, I J, van Meurs, J B J, Voortman, T, Hivert, M-F, Sharp, G C, Relton, C L & Elliott, H R 2021, ' DNA methylation of blood cells is associated with prevalent type 2 diabetes in a meta-analysis of four European cohorts ', Clinical Epigenetics, vol. 13, no. 1, 40 (2021) . https://doi.org/10.1186/s13148-021-01027-3, Clinical Epigenetics, Clinical Epigenetics, 13(1):40. BioMed Central Ltd.
- Accession number :
- edsair.doi.dedup.....3f7d1fe11f1dc6df86a1aca6c5d3c503
- Full Text :
- https://doi.org/10.1186/s13148-021-01027-3