Demerath et al.1
|
Atherosclerosis Risk in Communities (ARIC) |
2,097 |
BMI |
DNA methylation β-value |
leukocytes |
age, sex, study center, total white blood cell differentials, education, household income, cigarette smoking, current alcohol use, leisure physical activity, cell composition,35 top 10 PCs of genetic relatedness and batch effects (row, plate number and chip number) |
Geurts et al.5
|
Melbourne Collaborative Cohort Study (MCCS) |
5,361 |
BMI Z score |
DNA methylation M-values |
dried blood spot, mononuclear cells, buffy coats |
age, sex, smoking status, country of birth, sample type, cell composition,35 and study, plate and chip included as random effects |
Meeks et al.2
|
Research on Obesity and Diabetes among African Migrants (RODAM) study |
547 |
BMI |
DNA methylation M-values |
whole blood |
age, sex, recruitment site, cell composition,35 hybridization batch, array position and first PC of genetic relatedness |
Shah et al.6
|
Lothian Birth Cohort (LBC) and Lifelines DEEP |
2,116 |
DNA methylation M-values |
BMI Z score |
whole blood |
age, sex, batch effects, complete blood cell count adjusted for in sensitivity analyses |
Sun et al.4
|
Bogalusa Heart Study (BHS) |
1,485 |
BMI |
DNA methylation β-value |
whole blood |
age, sex, current smoking status, cell composition35 included as fixed effects with batch array as a random effect |
Wahl et al.3
|
KORA, LOLIPOP, EPICOR |
5,458 |
DNA methylation β-value |
BMI |
whole blood |
top 20 PCs of control probes, cell composition,35 age, sex, smoking status, physical activity index and alcohol consumption |