Table 3.
Methylation-based measures | MCCS | EPIC-IARC | EPIC-Italy | PLCO | I2 (%) | Pooled | P |
---|---|---|---|---|---|---|---|
OR [95%CI] | OR [95%CI] | OR [95%CI] | OR [95%CI] | OR [95%CI] | |||
Epigenetic aging | |||||||
AA-Horvathb | 0.95 [0.81–1.10] | 1.22 [1.02–1.47] | 0.89 [0.73–1.08] | 1.05 [0.93–1.18] | 57 | 1.02 [0.95–1.10] | 0.59 |
IEAA-Horvathb | 0.96 [0.83–1.10] | 1.23 [1.03–1.47] | 0.88 [0.72–1.06] | 1.07 [0.95–1.20] | 62 | 1.03 [0.96–1.11] | 0.40 |
EEAAb | 0.99 [0.84–1.18] | 1.15 [0.94–1.41] | 0.86 [0.70–1.06] | 1.06 [0.92–1.22] | 31 | 1.02 [0.93–1.11] | 0.67 |
AA-Hannumb | 0.97 [0.83–1.14] | 1.19 [0.97–1.45] | 0.86 [0.70–1.06] | 1.09 [0.96–1.24] | 51 | 1.03 [0.95–1.12] | 0.43 |
IEAA-Hannumb | 0.98 [0.84–1.13] | 1.18 [0.98–1.42] | 0.88 [0.72–1.08] | 1.08 [0.96–1.22] | 45 | 1.04 [0.96–1.12] | 0.34 |
PhenoAge | 0.97 [0.83–1.14] | 1.12 [0.94–1.34] | 0.89 [0.73–1.10] | 1.03 [0.91–1.17] | 4 | 1.01 [0.94–1.09] | 0.75 |
GrimAge | 1.03 [0.86–1.25] | 1.08 [0.90–1.30] | 0.94 [0.79–1.13] | 1.05 [0.91–1.21] | 0 | 1.03 [0.94–1.12] | 0.53 |
Lifestyle-related factors | |||||||
BMI methylation score | 1.17 [1.01–1.36] | 1.06 [0.92–1.23] | 1.25 [1.03–1.52] | 1.02 [0.91–1.15] | 26 | 1.10 [1.02–1.18] | 0.01 |
Adjusted BMI scorec | 1.11 [0.96–1.28] | 1.02 [0.88–1.17] | 1.27 [1.04–1.55] | 1.06 [0.94–1.19] | 12 | 1.09 [1.01–1.17] | 0.02 |
Smoking methylation score | 0.98 [0.84–1.14] | 0.95 [0.82–1.11] | 1.11 [0.90–1.35] | 1.13 [1.00–1.27] | 24 | 1.04 [0.97–1.12] | 0.25 |
Adjusted smoking scorec | 1.01 [0.87–1.17] | 0.94 [0.81–1.09] | 1.13 [0.94–1.34] | 1.08 [0.97–1.22] | 6 | 1.04 [0.97–1.12] | 0.29 |
Alcohol methylation score | 0.95 [0.82–1.11] | 1.01 [0.87–1.17] | 0.83 [0.67–1.03] | 1.07 [0.95–1.20] | 32 | 1.00 [0.93–1.07] | 0.91 |
Adjusted alcohol scorec | 0.95 [0.82–1.11] | 0.96 [0.83–1.12] | 0.85 [0.69–1.05] | 1.03 [0.91–1.16] | 0 | 0.97 [0.90–1.04] | 0.42 |
Bold values indicate results pooled across the four studies
aAdjusting for white blood cell proportions, BMI, smoking and alcohol consumption
bThese models were not adjusted for white blood cell proportions because these are integrated in the IEAA and EEAA measures
cResiduals from the regression of the scores on the log of their respective lifestyle variables