Background
Methods
Participants
Biomarkers selection and measurements
Definition of MetS
Statistical analysis
Results
Male (n = 13345) | Female (n = 3212) | P values | |
---|---|---|---|
Mean ± SD | Mean ± SD | ||
Age (years)
| 49.00 ± 13.09 | 59.50 ± 12.49 | <.0001 |
body mass index (kg/m
2
)
| 28.29 ± 2.99 | 28.27 ± 3.10 | 0.8241 |
systolic blood pressure (mmHg)
| 144.60 ± 17.28 | 150.40 ± 20.54 | <.0001 |
diastolic blood pressure (mmHg)
| 87.09 ± 12.00 | 81.76 ± 11.99 | <.0001 |
fasting blood-glucose (mmol/L)
| 6.43 ± 1.94 | 6.65 ± 2.09 | <.0001 |
triglycerides (mmol/L)
| 2.87 ± 2.26 | 2.42 ± 1.53 | <.0001 |
high-density lipoprotein cholesterol (mmol/L)
| 1.18 ± 0.35 | 1.32 ± 0.35 | <.0001 |
hemoglobin (g/L)
| 157.70 ± 10.82 | 138.30 ± 11.88 | <.0001 |
hematocrit (%)
| 46.27 ± 3.03 | 41.65 ± 3.18 | <.0001 |
white blood cell count (10
9
/L)
| 7.18 ± 1.67 | 6.90 ± 1.63 | <.0001 |
lymphocyte (10
9
/L)
| 2.25 ± 0.69 | 2.24 ± 0.68 | 0.4432 |
neutrophile granulocyte (10
9
/L)
| 4.30 ± 1.28 | 4.13 ± 1.27 | <.0001 |
Males (n = 13345) | Females (n = 3212) | |||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
IF | EPF | BPF | LMF | OCF | GMF | IF | EPF | BPF | LMF | OCF | GMF | |
BMI
| 0.050 | 0.017 | 0.108 | −0.042 |
0.954
| 0.007 | 0.016 | 0.001 | 0.184 | 0.080 |
0.873
| −0.013 |
SBP
| 0.031 | −0.088 |
0.885
| −0.051 | −0.007 | 0.039 | 0.018 | −0.019 |
0.851
| 0.013 | 0.015 | 0.023 |
DBP
| 0.001 | 0.206 |
0.813
| 0.122 | 0.134 | −0.101 | 0.005 | 0.155 |
0.786
| −0.012 | 0.120 | −0.065 |
FBG
| −0.001 | −0.017 | −0.049 | 0.111 | 0.008 |
0.965
| 0.074 | 0.038 | −0.041 | 0.165 | 0.004 |
0.905
|
TG
| 0.066 | 0.051 | −0.032 |
0.825
| 0.171 | 0.087 | 0.013 | 0.067 | −0.045 |
0.776
| 0.082 | 0.199 |
HDL-C
| −0.050 | −0.043 | 0.093 |
0.794
| −0.239 | 0.027 | −0.076 | −0.039 | 0.131 |
0.583
| −0.546 | −0.027 |
Hb
| 0.045 |
0.971
| 0.051 | 0.021 | 0.010 | 0.018 | 0.047 |
0.975
| 0.071 | 0.028 | 0.009 | 0.055 |
HCT
| 0.119 |
0.957
| 0.041 | −0.012 | 0.017 | −0.040 | 0.095 |
0.969
| 0.074 | 0.045 | 0.013 | −0.017 |
WBC
|
0.991
| 0.078 | 0.035 | −0.020 | 0.010 | 0.036 |
0.992
| 0.076 | 0.014 | 0.045 | 0.033 | 0.013 |
LC
|
0.642
| 0.033 | −0.072 | 0.127 | 0.117 | −0.176 |
0.592
| 0.086 | −0.031 | 0.410 | 0.109 | −0.317 |
NGC
|
0.853
| 0.073 | 0.086 | −0.094 | −0.058 | 0.144 |
0.881
| 0.040 | 0.033 | −0.173 | −0.025 | 0.197 |
% Variance explained
| 22.15 | 15.87 | 13.34 | 12.93 | 8.88 | 8.37 | 22.21 | 16.21 | 13.15 | 11.12 | 9.01 | 7.95 |
Cumulative variance
| 22.15 | 38.03 | 51.37 | 64.30 | 73.18 | 81.55 | 22.21 | 38.42 | 51.57 | 62.69 | 71.70 | 79.65 |