Table 2.
Best multiple linear regression models explaining blood lipid levels as dependent variables.
| TC | LDL-c | HDL-c | TG | |||||
|---|---|---|---|---|---|---|---|---|
| Predictors | β | PC2 | β | PC2 | β | PC2 | β | PC2 |
| Age (years) | 0.80 ± 0.19 | 0.06 | 0.58 ± 0.18 | 0.04 | 0.22 ± 0.07 | 0.04 | ||
| Sex | 4.51 ± 1.98 | 0.02 | ||||||
| Energy intake (100 kcal) | 0.38 ± 0.21 | 0.01 | 0.18 ± 0.12 | 0.009 | ||||
| Protein intake (%) | 0.93 ± 0.30 | 0.04 | ||||||
| Cholesterol intake (mg) | −0.01 ± 0.004 | 0.02 | ||||||
| Alcohol | 5.83 ± 2.05 | 0.03 | −19.21 ± 9.33 | 0.02 | ||||
| TFAT (kg) | −1.14 ± 0.42 | 0.03 | ||||||
| VFAT (kg) | −5.22 ± 1.05 | 0.09 | 30.95 ± 3.92 | 0.20 | ||||
| GRS_TC | 6.55 ± 0.83 | 0.18 | ||||||
| GRS_LDL-c | 6.79 ± 0.87 | 0.18 | ||||||
| GRS_HDL-c | −1.12 ± 0.27 | 0.06 | ||||||
| GRS_TG | 4.20 ± 0.97 | 0.07 | ||||||
| Constant | 93.40 ± 12.99 | 45.74 ± 11.43 | 42.72 ± 7.71 | 61.58 ± 17.31 | ||||
|
| ||||||||
| R 2 | 0.2578 | 0.2217 | 0.3394 | 0.2828 | ||||
| Adj. R 2 | 0.2501 | 0.2160 | 0.3192 | 0.2715 | ||||
| Optimism correction coefficient for R 2 | 0.0112 | 0.0083 | 0.0373 | 0.0211 | ||||
| Optimism correction coefficient for adj. R 2 | 0.0113 | 0.0084 | 0.0384 | 0.0214 | ||||
| Optimism-corrected R 2 | 0.2466 | 0.2134 | 0.3021 | 0.2617 | ||||
| Optimism-corrected adj. R 2 | 0.2388 | 0.2076 | 0.2808 | 0.2501 | ||||
Data are expressed as β values ± standard errors. The best models for each lipid phenotype were TC (BSRP, AIC/AICC); LDL-c (BSRP, BIC); HDL (BSRP, AICC); TG (BSM). BSRP: best subset regression procedure; AIC: akaike information criterion; AICC: corrected akaike information criterion; BIC: bayesian information criterion; BSM: bootstrapping stepwise method; PC2: squared partial correlation; TC: total cholesterol; LDL-c: low-density lipoprotein cholesterol; HDL-c: high-density lipoprotein cholesterol; TG: triglycerides; TFAT: total body fat; VFAT: visceral fat; GRS_TC: genetic risk score for total cholesterol; GRS_LDL-c: genetic risk score for low-density lipoprotein cholesterol; GRS_HDL-c: genetic risk score for high-density lipoprotein cholesterol; GRS_TG: genetic risk score for triglycerides.