Table 5.
OPLS (Predictive Component) |
Multiple Regression |
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---|---|---|---|---|---|---|---|---|---|---|
Variable | Variable Importance | t-Statistics | Component Loading | t-Statistics | R a | Regression Coefficient | t-Statistics | |||
DS-R, Overall score | ||||||||||
7α-Hydroxy-DHEA | 0.757 | 1.96 | * | 0.390 | 8.96 | 0.626 | ** | 0.091 | 2.18 | * |
Androstenediol | 0.856 | 3.01 | ** | 0.356 | 6.13 | 0.572 | ** | 0.152 | 2.69 | * |
5β-Androstane-3α,17β-diol | 1.213 | 8.34 | ** | 0.401 | 12.35 | 0.641 | ** | 0.164 | 2.37 | * |
Cortisol | 0.961 | 4.38 | ** | 0.364 | 7.18 | 0.584 | ** | 0.137 | 3.89 | ** |
DS-R, Overall score, trimester 3 | 1.000 | 4.30 | 0.415 | ** | ||||||
Explained variability | 11.7% (8.8% after cross-validation) | |||||||||
DS-R, Core disgust | ||||||||||
Pregnenolone | 0.785 | 2.65 | * | 0.202 | 4.88 | 0.419 | ** | 0.041 | 1.85 | |
17-Hydroxypregnenolone | 1.361 | 4.82 | ** | 0.377 | 10.59 | 0.782 | ** | 0.071 | 5.51 | ** |
DHEA | 0.924 | 3.14 | ** | 0.386 | 9.49 | 0.801 | ** | 0.048 | 2.66 | * |
7α-Hydroxy-DHEA | 1.153 | 5.17 | ** | 0.407 | 16.53 | 0.844 | ** | 0.060 | 3.29 | ** |
7β-Hydroxy-DHEA | 1.030 | 4.15 | ** | 0.374 | 10.36 | 0.775 | ** | 0.054 | 2.56 | * |
Androstenediol | 1.125 | 5.00 | ** | 0.275 | 8.36 | 0.569 | ** | 0.059 | 3.68 | ** |
5-Androstene-3 β,7α,17β-triol | 0.984 | 2.89 | * | 0.336 | 11.14 | 0.696 | ** | 0.051 | 1.97 | * |
5α-Dihydrotestosterone | 0.566 | 2.21 | * | 0.210 | 6.00 | 0.434 | ** | 0.029 | 2.20 | * |
Epiandrosterone | 1.053 | 3.40 | ** | 0.345 | 6.85 | 0.716 | ** | 0.055 | 6.77 | ** |
5α-Androstane-3β,17β-diol | 0.792 | 2.45 | * | 0.200 | 5.18 | 0.415 | ** | 0.041 | 1.76 | |
DS-R, Core disgust, trimester 3 | 1.000 | 3.01 | 0.342 | ** | ||||||
Explained variability | 11.7% (8.8% after cross-validation) | |||||||||
DS-R, Contamination disgust | ||||||||||
Pregnenolone | 0.690 | 3.19 | ** | 0.158 | 2.33 | 0.222 | * | 0.105 | 2.24 | * |
Testosterone | 1.048 | 4.14 | ** | −0.376 | −5.44 | −0.546 | ** | −0.151 | −4.06 | ** |
Estradiol sulfate | 0.950 | 2.59 | * | −0.269 | −2.70 | −0.393 | * | −0.158 | −2.06 | * |
Estriol sulfate | 0.636 | 2.53 | * | −0.167 | −1.85 | −0.255 | −0.134 | −2.69 | * | |
Conjugated pregnanolone | 1.032 | 5.42 | ** | 0.318 | 6.55 | 0.445 | ** | 0.035 | 0.90 | |
Conjugated epipregnanolone | 1.026 | 2.79 | * | 0.310 | 2.92 | 0.431 | * | 0.052 | 1.08 | |
Conjugated 5α,20α-tetrahydroprogesterone | 1.140 | 5.96 | ** | 0.301 | 4.73 | 0.410 | ** | 0.095 | 3.07 | ** |
Conjugated 5α-pregnane-3α,20α-diol | 1.131 | 3.01 | ** | 0.270 | 3.00 | 0.368 | ** | 0.103 | 1.32 | |
Conjugated 5β,20α-tetrahydroprogesterone | 0.978 | 2.60 | * | 0.265 | 2.62 | 0.362 | * | 0.080 | 0.95 | |
Conjugated 5β-pregnane-3β,20α-diol | 0.877 | 4.29 | ** | 0.282 | 3.94 | 0.386 | ** | 0.025 | 0.73 | |
Maternal age | 1.357 | 3.74 | ** | 0.390 | 3.65 | 0.569 | ** | 0.237 | 3.60 | ** |
Multipara (1: yes/0: no) | 0.925 | 3.14 | ** | 0.292 | 2.89 | 0.428 | * | 0.185 | 5.37 | ** |
DS-R, Contamination disgust, trimester 3 | 1.000 | 13.56 | 0.570 | ** | ||||||
Explained variability | 32.5% (23.1% after cross-validation) | |||||||||
DS-R, Animal reminder disgust | ||||||||||
Epiandrosterone | 1.080 | 4.83 | ** | 0.532 | 7.50 | 0.676 | ** | 0.135 | 4.59 | ** |
5α-Androstane-3β,17β-diol | 0.894 | 2.93 | * | 0.505 | 6.19 | 0.641 | ** | 0.112 | 2.34 | * |
5β-Androstane-3α,17β-diol | 0.951 | 4.60 | ** | 0.477 | 7.10 | 0.605 | ** | 0.119 | 3.54 | ** |
Conjugated 5β-androstane-3α,17β-diol | 1.063 | 2.98 | * | 0.489 | 3.08 | 0.613 | ** | 0.133 | 2.50 | * |
DS-R, Animal reminder disgust, trimester 3 | 1.000 | 2.09 | 0.317 | * | ||||||
Explained variability | 10% (7.8% after cross-validation) |
a R. Component loadings expressed as correlation coefficients with predictive component, * p < 0.05, ** p < 0.01.