Table 2.
Domain | Biomarker | MARK-AGE | CAMB | Health 2000 | |||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
βi | pi | + physical functioning and number of diseases | βi | pi | + physical functioning and number of diseases | βi | pi | + physical functioning and number of diseases | |||||
βii | pii | βii | pii | βii | pii | ||||||||
Muscle metabolism; renal health | Creatinine | − 0.0011 | 0.24 | − 0.0012 | 0.15 | – | – | – | – | − 0.00062 | 0.50 | − 0.0016 | 0.046 |
Creatinine in urine | 0.00091 | 0.75 | 0.0030 | 0.24 | – | – | – | – | − 0.00079 | 0.74 | 0.00084 | 0.69 | |
Glucose and lipid metabolism | Adiponectin | − 0.0058 | 0.012 | − 0.0028 | 0.18 | – | – | – | – | − 0.0016 | 0.53 | − 0.00050 | 0.82 |
Glucose metabolism | Insulin | 0.014 | < 0.001 | 0.0059 | 0.003 | – | – | – | – | 0.0011 | 0.007 | 0.00036 | 0.32 |
Glucose | 0.089 | < 0.001 | 0.043 | < 0.001 | 0.047 | < 0.001 | 0.0092 | 0.17 | 0.063 | < 0.001 | 0.015 | 0.086 | |
Haemoglobin A1C, % | 0.18 | < 0.001 | 0.080 | < 0.001 | 0.21 | < 0.001 | 0.072 | < 0.001 | 0.18 | < 0.001 | 0.075 | < 0.001 | |
Iron metabolism | Ferritin | 0.00025 | 0.18 | 0.00010 | 0.54 | – | – | – | – | 0.00055 | < 0.001 | 0.00041 | < 0.001 |
Lipid metabolism | HDL:Total cholesterol | − 0.011 | < 0.001 | − 0.0080 | < 0.001 | − 0.0089 | < 0.001 | − 0.0068 | < 0.001 | − 0.0098 | < 0.001 | − 0.0069 | < 0.001 |
HDL Cholesterol | − 0.33 | < 0.001 | − 0.16 | < 0.001 | − 0.27 | < 0.001 | − 0.16 | < 0.001 | − 0.24 | < 0.001 | − 0.10 | 0.001 | |
Cholesterol, total | − 0.074 | < 0.001 | − 0.015 | 0.31 | − 0.034 | < 0.001 | − 0.0045 | 0.60 | − 0.015 | 0.17 | 0.023 | 0.018 | |
LDL Cholesterol | − 0.062 | < 0.001 | − 0.010 | 0.55 | − 0.027 | 0.039 | 0.0080 | 0.49 | − 0.029 | 0.014 | 0.017 | 0.11 | |
Triglycerides | 0.0020 | < 0.001 | 0.0011 | < 0.001 | 0.092 | < 0.001 | 0.044 | < 0.001 | 0.10 | < 0.001 | 0.054 | < 0.001 | |
Nutrition; UVB exposure | 25-OH-VitaminD | − 0.0052 | < 0.001 | − 0.0040 | < 0.001 | – | – | – | – | − 0.0064 | < 0.001 | − 0.0026 | < 0.001 |
Nutrition (alcohol problem); liver function | Glutamyl transferase | 0.0022 | < 0.001 | 0.0013 | 0.009 | – | – | – | – | 0.0022 | < 0.001 | 0.0016 | < 0.001 |
One-carbon metabolism; CV health | Homocysteine | 0.0070 | 0.008 | 0.0026 | 0.28 | – | – | – | – | 0.018 | < 0.001 | 0.0056 | 0.019 |
Immune system | CRP | 0.035 | < 0.001 | 0.020 | < 0.001 | 0.028 | < 0.001 | 0.011 | < 0.001 | 0.016 | < 0.001 | 0.0053 | 0.004 |
Oxygen transfer | Haemoglobin | − 0.0052 | 0.30 | − 0.0028 | 0.52 | 0.044 | 0.012 | 0.014 | 0.35 | 0.0011 | 0.27 | 0.0018 | 0.039 |
CRP C-reactive protein, CV cardiovascular, HDL high-density lipoprotein, IU international unit, IL interleukin, LDL low-density lipoprotein, OH hydroxyl, UVB ultraviolet B light, VLDL very low-density lipoprotein.
This table presents the results for all biomarkers (n = 17) available in two or three data sets (MARK-AGE, CAMB, and/or Health 2000). Criteria for significant association of a biomarker was p < 0.05 in all data sets where it was analysed. p-values less than 0.05 are shown in bold. Results for all biomarkers are shown in Supplementary information 1.