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. 2022 Sep 2;9:979042. doi: 10.3389/fnut.2022.979042

Table 1.

Characteristics of the study participants.

Variables Total (n = 14,412) Women (n = 7,099) Men (n = 7,313) P
Demographics
Age, year 36 (27, 46) 36 (27, 46) 35 (26, 45) 0.004
Race/ethnicity, n (%) 0.015
Mexican American 2,865 (19.88) 1,427 (20.1) 1,438 (9.66)
Other Hispanic 1211 (8.4) 638 (8.99) 573 (7.84)
Non-Hispanic White 5,735 (39.79) 2,842 (40.03) 2,893 (39.56)
Non-Hispanic Black 2,729 (18.94) 1,306 (18.4) 1,423 (19.46)
Other ethnic groups 1,872 (12.99) 886 (12.48) 986 (13.48)
Education level, n (%) <0.001
<12 years 3,090 (21.44) 1,414 (19.92) 1,676 (22.92)
12–15 years 3,398 (23.58) 1,535 (21.48) 1,873 (25.61)
>15 years 7,924 (54.98) 4,160 (58.6) 3,924 (51.47)
Smoking status, n (%) <0.001
Never 8,688 (60.28) 4,804 (67.67) 3,884 (53.11)
Ex-smoker 2,305 (15.99) 944 (13.3) 1,361 (18.61)
Current 3,419 (23.72) 1,351 (19.03) 2,068 (28.28)
Physical activity, n (%) <0.001
No 5,664 (39.3) 2,942 (41.44) 2,722 (37.22)
Moderate 3,383 (23.47) 1,939 (27.31) 1,444 (19.75)
Vigorous 5,365 (37.23) 2,218 (57.32) 3,147 (43.03)
Measurements of body composition and BP
Body mass index, kg/m2 27.7 ± 6.2 28.0 ± 6.9 27.4 ± 5.4 0.134
Waist circumference, cm 93.7 ± 15.2 92.1 ± 15.7 95.4 ± 14.5 <0.001
Total fat mass, kg 23.9 (18.1 31.6) 27.0 (20.5, 35.4) 21.4 (16.1, 27.6) <0.001
Total muscle mass, kg 50.6 ± 12.2 42.3 ± 8.0 58.7 ± 9.8 <0.001
Trunk fat mass, kg 11.4 (7.9, 15.6) 12.4 (8.6, 16.9) 10.6 (7.1, 14.2) <0.001
Trunk muscle mass, kg 25.0 ± 5.8 21.4 ± 4.0 28.6 ± 4.9 <0.001
Leg fat mass, kg 8.5 (6.4, 11.3) 10.2 (8.0, 13.2) 7.0 (5.4, 9.1) <0.001
Leg muscle mass, kg 16.4 ± 4.3 13.6 ± 3.1 19.0 ± 3.6 <0.001
Arm fat mass, kg 2.8 (2.1, 3.8) 3.3 (2.4, 4.4) 2.5 (1.9, 3.2) <0.001
Arm muscle mass, kg 6.1 ± 2.1 4.4 ± 1.0 7.7 ± 1.5 <0.001
Whole-body FMR 0.53 ± 0.21 0.67 ± 0.18 0.38 ± 0.12 <0.001
Trunk FMR 0.50 ± 0.21 0.61 ± 0.21 0.39 ± 0.14 <0.001
Leg FMR 0.60 ± 0.26 0.80 ± 0.20 0.40 ± 0.13 <0.001
Arm FMR 0.57 ± 0.31 0.80 ± 0.26 0.34 ± 0.13 <0.001
TLR 1.35 ± 0.41 1.21 ± 0.37 1.48 ± 0.31 <0.001
SBP, mmHg 114 ± 14 115 ± 14 120 ± 13 <0.001
DBP, mmHg 71 ± 11 70 ± 10 72 ± 11 <0.001
Blood lipid profile
Total Cholesterol, mg/dL 190.5 ± 38.7 189.4 ± 37.6 191.5 ± 39.7 <0.001
LDL-C, mg/dL 113.2 ± 34.5 110.2 ± 33.1 116.1 ± 35.5 <0.001
HDL-C, mg/dL 52.6 ± 14.9 56.9 ± 15.3 48.5 ± 13.1 <0.001
Triglycerides, mg/dL 103.0 (69.0, 156.0) 93.0 (65.0, 139.0) 114.0 (76.0, 174.0) <0.001
Comorbidities, n (%)
Diabetes mellitus 718 (4.98) 362 (5.1) 356 (4.87) 0.524
Anti-diabetes medication 370 (2.57) 190 (2.68) 180 (2.46) 0.414
Dyslipidemia 9,358 (64.93) 4,593 (64.70) 4,765 (65.16) 0.564
Lipid-lowering medication 418 (2.90) 184 (2.59) 234 (3.20) 0.030
Overweight 4,768 (33.08) 1,975 (27.82) 2,793 (38.19) <0.001
Obesity 4,190 (29.07) 2,320 (32.68) 1,870 (25.57) <0.001

Continuous variables are presented as means±standard deviation or median (interquartile range), and qualitative parameters as numbers with the percentage in parentheses.

FMR, fat mass to muscle mass ratio; TLR, trunk fat to leg fat ratio; SBP, systolic blood pressure; DBP, diastolic blood pressure; LDL-C, low-density lipoprotein cholesterol; HDL-C, High-density lipoprotein cholesterol.