Table 4.
Model 1 a | Model 2 b | Model 3 c | Model 4 d | Model 5 e | |||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
β | (SE) | p-value | β | (SE) | p-value | β | (SE) | p-value | β | (SE) | p-value | β | (SE) | p-value | |
Suboptimal Vitamin B-6 (plasma PLP<30 nmol/L) | |||||||||||||||
No -ref | - | - | - | - | |||||||||||
Yes | 0.72 | 0.54 | 0.18 | 0.70 | 0.54 | 0.20 | 1.30 | 0.50 | 0.01 | 1.29 | 0.56 | 0.02 | 1.14 | 0.55 | 0.04 |
Time | −0.68 | 0.07 | <0.0001 | −0.67 | 0.07 | <0.0001 | −0.66 | 0.08 | <0.0001 | −0.79 | 0.10 | <0.0001 | −0.81 | 0.10 | <0.0001 |
Suboptimal Vitamin B-6 * Time | |||||||||||||||
No -ref | - | - | - | - | |||||||||||
Yes | 0.08 | 0.16 | 0.61 | 0.03 | 0.16 | 0.83 | −0.12 | 0.16 | 0.48 | 0.07 | 0.22 | 0.73 | 0.11 | 0.22 | 0.63 |
Goodness of fit | |||||||||||||||
Df | 12 | 14 | 17 | 21 | 22 | ||||||||||
N (CES-D score: Level-1 data) | 3427 | 3393 | 3099 | 2407 | 2399 | ||||||||||
N (participants: Level-2 data) | 1446 | 1435 | 1304 | 1169 | 1169 | ||||||||||
Log Likelihood (LL) | −13036 | −12896 | −11381 | −8821 | −8766 | ||||||||||
Akaike Information Criterion (AIC) | 26097 | 25819 | 22796 | 17677 | 17575 | ||||||||||
Bayesian Information Criterion (BIC) | 26170 | 25905 | 22899 | 17775 | 17703 |
Model 1: adjusted for age + sex + education + BMI
Model 2: Model 1 + smoking, and alcohol use
Model 3: Model 2 + stressful life events, perceived stress, and allostatic load
Model 4: Model 3 + time-varying plasma vitamins B-12, Folate, baseline plasma vitamin D + baseline energy adjusted magnesium diet intake
Model 5: Model 4 + time-varying antidepressant drug use