| Overweight and Obese | ||||||
---|---|---|---|---|---|---|---|
(N = 463 normal-weight, N = 372 overweight and obese) | |||||||
 | Lasso | Adaptive LASSO | Elastic Net | Iterated LASSO | Bootstrap-Enhanced LASSO-75 | Weighted Fusion | p^ |
Adiponectin | −0.2143 | −0.2770 | −0.2210 | −0.2827 | −0.2334 | −0.1985 | ** |
Apolipoprotein H | 0.0759 | 0.1047 | 0.0965 | 0.1028 | 0.1201 | 0.0628 | ** |
Calcitonina | 0.0461 | 0.0647 | 0.0657 | 0.0782 | 0.1076 | 0.0236 | * |
Soluble CD14 | −0.1439 | −0.2052 | −0.1598 | −0.2411 | −0.1681 | −0.1143 | * |
Complement 3 | 0.1094 | 0.1174 | 0.1313 | 0.1307 | 0.1337 | 0.0923 | ** |
C-Reactive Protein | 0.2968 | 0.4064 | 0.3015 | 0.4235 | 0.3485 | 0.2630 | ** |
Ferritin | 0.1036 | 0.0834 | 0.1068 | 0.1397 | 0.0701 | 0.0988 | ** |
Growth Hormone | −0.1155 | −0.0898 | −0.1181 | −0.1430 | −0.1529 | −0.1158 | ** |
Immunoglobulin M | −0.0883 | −0.1068 | −0.0940 | −0.1568 | −0.0982 | −0.0715 | * |
Interleukin-18 | 0.0404 | 0.0379 | 0.0588 | 0.0677 | 0.0798 | 0.0223 | ** |
Leptin | 0.3312 | 0.4337 | 0.3499 | 0.4554 | 0.4052 | 0.2861 | ** |
Monocyte Chemotactic Protein-1 | 0.0283 | 0.0829 | 0.0451 | 0.0572 | 0.0927 | 0.0030 | * |
Myoglobin | 0.2267 | 0.3195 | 0.2286 | 0.2983 | 0.2587 | 0.2115 | ** |
Sex Hormone Binding Globulin | −0.2827 | −0.3609 | −0.2739 | −0.3612 | −0.2703 | −0.2593 | ** |
Surfactant Protein D | −0.1612 | −0.2086 | −0.1794 | −0.2439 | −0.2401 | −0.1328 | ** |
YKL-40 | 0.0284 | 0.0278 | 0.0434 | 0.0222 | 0.0654 | 0.0152 | * |