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. 2023 Apr 29;129(1):94–103. doi: 10.1038/s41416-023-02288-w

Table 2.

Baseline characteristics of UK Biobank participants.

Characteristic Total (n = 308,156) Women (n = 163,022) Men (n = 145,134) Pa
Chronological age at baseline (year), mean ± SD 56.21 ± 8.11 56.09 ± 8.01 56.35 ± 8.21 <0.001
BA measuresb, mean ± SD
  KDM (year) 53.94 ± 9.42 53.90 ± 9.53 53.99 ± 9.29 0.006
  KDM residual −0.04 ± 5.01 0.03 ± 5.03 −0.12 ± 4.98 <0.001
  PhenoAge (year) 47.46 ± 10.00 46.70 ± 9.52 48.31 ± 10.46 <0.001
  PhenoAge residual −0.03 ± 5.35 −0.65 ± 5.17 0.67 ± 5.46 <0.001
  HD (log units) 6.69 ± 1.00 6.81 ± 0.99 6.54 ± 1.00 <0.001
Biomarkers included in BA algorithms, mean ± SD
  FEV1 (L) 2.84 ± 0.80 2.41 ± 0.55 3.32 ± 0.77 <0.001
  SBP (mm Hg) 139.55 ± 19.50 136.88 ± 20.12 142.56 ± 18.33 <0.001
  Blood urea nitrogen (mg/dL) 15.08 ± 3.76 14.58 ± 3.62 15.64 ± 3.84 <0.001
  HbA1c (%) 5.44 ± 0.60 5.41 ± 0.53 5.47 ± 0.66 <0.001
  Total cholesterol (mg/dL) 220.48 ± 43.87 227.17 ± 43.23 212.97 ± 43.36 <0.001
  Creatinine (umol/L) 72.29 ± 15.23 64.18 ± 11.00 81.40 ± 14.13 <0.001
  Serum glucose (mmol/L) 5.11 ± 1.19 5.05 ± 1.02 5.17 ± 1.36 <0.001
  Waist circumference (cm) 90.23 ± 13.34 84.42 ± 12.38 96.76 ± 11.19 <0.001
  Red cell distribution width (%) 13.46 ± 0.94 13.51 ± 1.03 13.42 ± 0.82 <0.001
  Albumin (g/dL) 45.30 ± 2.59 45.01 ± 2.57 45.62 ± 2.58 <0.001
  Alkaline phosphatase (U/L) 82.88 ± 24.80 84.07 ± 25.90 81.54 ± 23.44 <0.001
  Triglyceride (mg/dL) 153.81 ± 89.83 135.51 ± 74.31 174.37 ± 100.65 <0.001
  Mean cell volume (fL) 82.77 ± 5.28 82.89 ± 5.28 82.63 ± 5.27 <0.001
  Uric acid (mg/dL) 5.19 ± 1.34 4.52 ± 1.09 5.95 ± 1.19 <0.001
  Lymphocyte (%) 29.03 ± 7.34 29.89 ± 7.26 28.06 ± 7.31 <0.001
  RBC count (million cells/uL) 4.53 ± 0.41 4.33 ± 0.33 4.76 ± 0.37 <0.001
  C-reactive protein (mg/dL) 0.25 ± 0.40 0.26 ± 0.41 0.23 ± 0.40 <0.001
  DBP (mm Hg) 82.24 ± 10.64 80.61 ± 10.51 84.07 ± 10.49 <0.001
Died during follow-up, n (%) 14,542 (4.7) 5495 (3.4) 9047 (6.2) <0.001
Any incident cancerc, n (%) 35,426 (11.5) 16,933 (10.4) 18,493 (12.7) <0.001
Incident breast cancer in women, n (%) 5794 (3.6)
Incident prostate cancer in men, n (%) 7196 (5.0)
Incident lung cancer, n (%) 2363 (0.8) 1109 (0.7) 1254 (0.9) <0.001
Incident colorectal cancer, n (%) 3596 (1.2) 1552 (1.0) 2044 (1.4) <0.001
Incident melanoma, n (%) 1833 (0.6) 881 (0.5) 952 (0.7) <0.001

BA biological age, DBP diastolic blood pressure, FEV1 forced expiratory volume in 1 second, HbA1c glycated hemoglobin, HD homeostatic dysregulation, KDM Klemera-Doubal method, RBC red blood cell, SBP systolic blood pressure, SD standard deviation.

aP values for comparison between women and men, obtained from t tests or χ2 tests.

bAll algorithms were parametrized in NHANES III and projected in UK Biobank. The KDM residual and PhenoAge residual were computed by regressing out chronological age (as a natural spline term with 3 degrees of freedom) from the KDM and PhenoAge, respectively.

cAny type of cancer, except non-melanoma skin cancer.