Background
Methods
Study sample and measurements
Model structure
Non-parametric test by bootstrap procedure
Data simulation
Real data analysis
WHR
|
BMI(kg/m
2
)
| ||||||
---|---|---|---|---|---|---|---|
<24
|
24 ~ 28
|
≥28~
| |||||
male | <0.85 | Chilli | (1) | Pear | (4) | Big pear | (7) |
0.85 ~ 0.90 | Chilli pear-apple | (2) | Pear-apple | (5) | Big pear-apple | (8) | |
≥0.90 | Chilli apple | (3) | Apple | (6) | Big apple | (9) | |
female | <0.80 | Chilli | (1) | Pear | (4) | Big pear | (7) |
0.80 ~ 0.85 | Chilli pear-apple | (2) | Pear-apple | (5) | Big pear-apple | (8) | |
≥0.85 | Chilli apple | (3) | Apple | (6) | Big apple | (9) |
Results
Simulation
The real data analysis
Variale
|
Males(n = 6939)
|
Females(n = 8233)
|
---|---|---|
Age(years) | 42.64 ± 15.44** | 41.63 ± 15.90 |
SBP(mmHg) | 120.13 ± 16.83** | 115.83 ± 18.83 |
DBP(mmHg) | 78.69 ± 10.83** | 75.41 ± 11.37 |
Height(cm) | 166.73 ± 6.45** | 155.71 ± 6.17 |
Weight(kg) | 62.38 ± 10.19** | 54.52 ± 9.01 |
Hip(cm) | 91.85 ± 7.93 | 91.69 ± 8.17 |
WC(cm) | 79.57 ± 9.75** | 76.54 ± 9.71 |
BMI(kg/m2) | 22.38 ± 3.04 | 22.45 ± 3.25 |
WHR | 0.87 ± 0.07** | 0.83 ± 0.08 |
WSR | 0.48 ± 0.06** | 0.49 ± 0.06 |
Hypertension | 24%** | 18.0% |
Obesity | 5.1%* | 5.8% |
Characteristics
|
Male
|
Female
| ||
---|---|---|---|---|
Normotension
|
Hypertension
|
Normotension
|
Hypertension
| |
(n = 5277)
|
(n = 1662)
|
(n = 6753)
|
(n = 1480)
| |
BMI(kg/m2) | 21.96 ± 2.72 | 23.71 ± 3.54** | 22.05 ± 2.94 | 24.26 ± 3.90** |
WC(cm) | 78.01 ± 8.87 | 84.51 ± 10.69** | 75.12 ± 8.87 | 83.01 ± 10.69** |
WHR | 0.86 ± 0.06 | 0.89 ± 0.07** | 0.83 ± 0.07 | 0.87 ± 0.08** |
WSR | 0.47 ± 0.05 | 0.51 ± 0.06** | 0.48 ± 0.06 | 0.54 ± 0.07** |
Hip | 90.88 ± 7.47 | 94.94 ± 8.56** | 90.80 ± 7.62 | 95.76 ± 9.26** |
BSS1 | 48.11 ± 4.45 | 51.29 ± 5.55** | 48.14 ± 4.60 | 52.10 ± 5.86** |
BSS2 | 1.09 ± 0.10 | 1.16 ± 0.12** | 1.12 ± 0.11 | 1.22 ± 0.13** |
Variable
|
Male
|
Female
| ||||||
---|---|---|---|---|---|---|---|---|
BMI
|
WC
|
WHR
|
WSR
|
BMI
|
WC
|
WHR
|
WSR
| |
BMI | - | 0.757** | 0.434** | 0.751** | - | 0.725** | 0.315** | 0.709** |
WC | 0.757** | - | 0.698** | 0.948** | 0.725** | - | 0.673** | 0.950** |
WHR | 0.434** | 0.698** | - | 0.722** | 0.315** | 0.673** | - | 0.697** |
Hip | 0.673** | 0.786** | - | - | 0.695** | 0.726** | - | - |
Variable
|
Male
|
Female
| ||
---|---|---|---|---|
Path coefficient (95% CI)
|
AUC (95% CI)
|
Path coefficient (95% CI)
|
AUC(95% CI)
| |
BMI | 0.208(0.184,0.232) | 0.767 (0.757, 0.777) | 0.187(0.164,0.210) | 0.835*(0.827,0.843) |
WC | 0.215(0.191,0.239) | 0.767 (0.757, 0.777) | 0.192(0.170,0.214) | 0.834*(0.826,0.842) |
WHR | 0.134(0.111,0.157) | 0.747*(0.736, 0.757) | 0.079(0.057,0.101) | 0.816*(0.808,0.825) |
WSR | 0.201(0.176,0.226) | 0.760*(0.750, 0.770) | 0.182(0.158,0.206) | 0.831*(0.822,0.839) |
BSS1 | 0.220(0.196,0.244) | 0.769 (0.759, 0.779) | 0.205(0.182,0.228) | 0.839(0.831,0.847) |
BSS2 | 0.217(0.194,0.240) | 0.767 (0.757,0.777) | 0.192(0.169,0.215) | 0.834*(0.825,0.842) |
Body shape types
|
Symbol
|
Male
|
Female
| ||||
---|---|---|---|---|---|---|---|
n
|
%
|
BSS1
|
n
|
%
|
BSS1
| ||
Chilli | A (1) | 2631 | 37.90 | 45.84 ± 3.03 | 2398 | 29.10 | 45.54 ± 2.95 |
Chilli pear-apple | B (2) | 1530 | 22.00 | 47.27 ± 2.97 | 1688 | 20.50 | 46.85 ± 2.94 |
Chilli apple | C (3) | 954 | 13.70 | 48.37 ± 3.41 | 1788 | 21.70 | 47.54 ± 3.68 |
Pear | D (4) | 270 | 3.90 | 52.41 ± 2.88 | 310 | 3.80 | 51.67 ± 2.69 |
Pear-apple | E (5) | 474 | 6.80 | 53.48 ± 2.58 | 550 | 6.70 | 52.88 ± 2.41 |
Apple | F (6) | 729 | 10.50 | 54.34 ± 2.85 | 1018 | 12.40 | 54.05 ± 2.85 |
Big pear | G (7) | 23 | 0.30 | 57.68 ± 3.24 | 26 | 0.30 | 58.09 ± 3.66 |
Big pear-apple | H (8) | 66 | 1.00 | 58.46 ± 3.24 | 111 | 1.30 | 58.80 ± 3.22 |
Big apple | I (9) | 262 | 3.80 | 60.17 ± 3.13 | 344 | 4.20 | 60.34 ± 3.55 |
Total | - | 6939 | 100.00 | 48.87 ± 4.93 | 8233 | 100.00 | 48.85 ± 5.08 |