Table 1. Reproducibility and age correlations of DNAm based surrogate biomarkers.
Correlation ( r ) |
Training (N=1731) |
Test (N=625) |
|||
Observed biomarker |
Age |
Observed biomarker |
Age | ||
DNAm based surrogate | |||||
adrenomedullin | 0.65 | 0.63 | 0.38 | 0.64 | |
beta-2-microglobulin | 0.62 | 0.83 | 0.43 | 0.85 | |
CD56 | 0.86 | 0.17 | 0.36 | 0.17 | |
ceruloplasmin | 0.56 | 0.04 | 0.49 | -0.02 | |
cystatin-C | 0.58 | 0.81 | 0.39 | 0.83 | |
EGF fibulin-like ECM protein1 | 0.59 | 0.72 | 0.41 | 0.87 | |
growth differentiation factor 15 | 0.74 | 0.71 | 0.53 | 0.81 | |
leptin | 0.68 | 0.06 | 0.35 | 0.05 | |
myoglobin | 0.50 | -0.04 | 0.38 | 0.03 | |
plasminogen activator inhibitor 1 | 0.69 | 0.19 | 0.36 | 0.16 | |
serum paraoxonase/arylesterase 1 | 0.57 | -0.22 | 0.51 | -0.22 | |
tissue Inhibitor Metalloproteinases 1 | 0.43 | 0.92 | 0.35 | 0.90 | |
smoking pack-years | 0.79 | 0.17 | 0.66 | 0.13 |
The table reports the correlation coefficients between the observed marker (i.e. observed plasma protein level or self-reported smoking pack-years) and its respective DNAm-based surrogate marker in 1) the FHS training data and 2) the FHS test data. Each of the DNA-based surrogate biomarkers (rows) leads to a correlation r > 0.35 in both training and test datasets (columns 2 and 4). DNAm-based pack-years is highly correlated with the self-report pack-years in both training and test datasets (r ≥ 0.66). The table also reports the correlation coefficients between the DNAm-based surrogate biomarkers (rows) and chronological age in the FHS training and test data (columns 3 and 5).