ECG-based cardiac age | Model | Effect type | Body Mass Index | Diabetes | High cholesterol | Hypertension | Cardiovascular disease | Any CV risk factor | ||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
β (95% CI) | p value | β (95% CI) | p value | β (95% CI) | p value | β (95% CI) | p value | β (95% CI) | p value | β (95% CI) | p value | |||
Bayesian A-ECG age | M1 | Total | 0.32 (0.21, 0.44) |  < 2e−16 | 1.30 (0.09, 2.62) | 0.034 | 2.31 (0.89, 3.57 |  < 2e−16 | 2.67 (1.70, 3.74) |  < 2e−16 | 1.81 (− 0.58, 4.27) | 0.150 | 2.70 (1.61, 3.74) |  < 2e−16 |
M2 (AgeAccelHannum) | ACME | 0.00 (0.00, 0.01) | 0.940 | − 0.01 (− 0.11, 0.09) | 0.950 | 0.01 (− 0.09, 0.11) | 0.910 | − 0.01 (− 0.08, 0.09) | 0.940 | 0.01 (− 0.11, 0.23) | 0.820 | − 0.02 (− 0.17, 0.11) | 0.740 | |
ADE | 0.32 (0.21, 0.44) |  < 2e−16 | 1.31 (0.08, 2.64) | 0.036 | 2.30 (0.88, 3.55) |  < 2e−16 | 2.68 (1.70, 3.75) |  < 2e−16 | 1.80 (− 0.60, 4.23) | 0.150 | 2.72 (1.61, 3.74) |  < 2e−16 | ||
M3 (AgeAccelHorvath) | ACME | 0.02 (− 0.01, 0.04) | 0.19 | 0.02 (− 0.17, 0.22) | 0.818 | 0.03 (− 0.23, 0.35) | 0.850 | 0.12 (− 0.02, 0.38) | 0.160 | 0.07 (− 0.10, 0.54) | 0.540 | 0.15 (− 0.07, 0.45) | 0.170 | |
ADE | 0.30 (0.19, 0.43) |  < 2e−16 | 1.28 (0.07, 2.62) | 0.036 | 2.28 (0.91, 3.57) |  < 2e−16 | 2.55 (1.60, 3.61) |  < 2e−16 | 1.74 (− 0.70, 4.15) | 0.160 | 2.55 (1.41, 3.59) |  < 2e−16 | ||
M4 (AgeAccelPheno) | ACME | 0.02 (− 0.01, 0.06) | 0.160 | 0.23 (0.01, 0.52) | 0.028 | 0.34 (0.03, 0.74) | 0.026 | 0.08 (− 0.07, 0.28) | 0.290 | 0.26 (− 0.05, 0.88) | 0.150 | 0.17 (0.01, 0.41) | 0.048 | |
ADE | 0.30 (0.21, 0.44) |  < 2e−16 | 1.08 (− 0.16, 2.45) | 0.098 | 1.97 (0.53, 3.21) | 0.002 | 2.59 (1.62, 3.64) |  < 2e−16 | 1.55 (− 0.81, 4.01) | 0.150 | 2.53 (1.40, 3.61) |  < 2e−16 | ||
M5 (AgeAccelGrim) | ACME | 0.02 (− 0.01, 0.05) | 0.064 | 0.24 (0.01, 0.60) | 0.030 | 0.34 (− 0.02, 0.74) | 0.068 | 0.19 (0.00, 0.42) | 0.048 | 0.33 (− 0.06, 0.91) | 0.100 | 0.26 (− 0.04, 0.57) | 0.092 | |
ADE | 0.30 (0.18, 0.43) |  < 2e−16 | 1.06 (− 0.19, 2.43) | 0.118 | 1.97 (− 0.02, 0.74) | 0.068 | 2.48 (1.50, 3.74) | 0.04 | 1.48 (− 0.91, 3.92) | 0.250 | 2.44 (1.28, 3.50) |  < 2e−16 | ||
DNN ECG-based age | M1 | Total | 0.59 (0.37, 0.82) |  < 2e−16 | 1.72 (− 0.93, 4.35) | 0.200 | 2.71 (− 0.05, 5.49) | 0.054 | 2.72 (0.43, 5.01) | 0.020 | 4.16 (0.18, 8.69) | 0.040 | 3.20 (0.84, 5.74) | 0.008 |
M2 (AgeAccelHannum) | ACME | 0.00 (− 0.02, 0.02) | 0.920 | 0.02 (− 0.16, 0.31) | 0.850 | 0.01 (− 0.23, 0.28) | 0.910 | 0.05 (− 0.11, 0.33) | 0.560 | − 0.10 (− 0.58, 0.43) | 0.752 | 0.09 (− 0.11, 0.44) | 0.500 | |
ADE | 0.59 (0.37, 0.82) |  < 2e−16 | 1.70 (− 0.92, 4.36) | 0.200 | 2.70 (− 0.05, 5.49) | 0.058 | 2.67 (0.33, 4.99) | 0.024 | 4.26 (0.16, 8.68) | 0.042 | 3.11 (0.76, 5.71) | 0.010 | ||
M3 (AgeAccelHorvath) | ACME | 0.02 (− 0.02, 0.08) | 0.280 | 0.04 (− 0.28, 0.36) | 0.840 | 0.05 (− 0.48, 0.67) | 0.860 | 0.23 (− 0.04, 0.72) | 0.152 | 0.21 (0.30, 1.14) | 0.524 | 0.31 (− 0.16, 0.80) | 0.206 | |
ADE | 0.57 (0.35, 0.80) |  < 2e−16 | 1.68 (− 0.96, 4.34) | 0.210 | 2.66 (− 0.03, 5.29) | 0.054 | 2.49 (0.09 4.83) | 0.034 | 3.95 (0.06, 8.47) | 0.046 | 2.89 (0.49, 5.54) | 0.020 | ||
M4 (AgeAccelPheno) | ACME | 0.03 (− 0.05, 0.11) | 0.530 | 0.24 (− 0.15, 0.74) | 0.270 | 0.36 (− 0.24, 1.14) | 0.276 | 0.13 (− 0.12, 0.53) | 0.370 | 0.51 (− 0.12, 1.61) | 0.176 | 0.27 (− 0.08, 0.82) | 0.140 | |
ADE | 0.56 (0.34, 0.80) |  < 2e−16 | 1.48 (− 0.93, 4.35) | 0.250 | 2.35 (− 0.23, 5.05) | 0.084 | 2.59 (0.25, 4.95) | 0.030 | 2.65 (− 0.24, 8.01) | 0.064 | 2.93 (0.50, 5.52) | 0.016 | ||
M5 (AgeAccelGrim) | ACME | 0.04 (− 0.01, 0.11) | 0.100 | 0.48 (0.02, 1.22) | 0.028 | 0.76 (0.04, 1.71) | 0.036 | 0.46 (0.01, 1.07) | 0.046 | 0.69 (− 0.10, 1.97) | 0.100 | 0.68 (− 0.04, 1.47) | 0.064 | |
ADE | 0.55 (0.33, 0.79) |  < 2e−16 | 1.24 (− 1.36, 4.03) | 0.342 | 1.95 (0.04, 1.71) | 0.160 | 2.26 (− 0.05, 4.70) | 0.060 | 3.47 (− 0.40, 7.85) | 0.070 | 2.52 (− 0.08, 5.18) | 0.056 |