Table 4.
Significant Hierarchical Regression Models Predicting ROI Difference Scores from Session 1 to Session 2 by ROI and DTI Scalar
Fornix | ||||||||||||||||
FA |
RD |
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Model | F | r^2 | β | ΔR^2 | F | r^2 | β | ΔR^2 | ||||||||
Step 1: | 0.52 | 0.08 | ||||||||||||||
Gender | 0.00938 | 0.06862 | 0.00725 | −0.08556 | ||||||||||||
Lifetime Alcohol Exposure | 0.02276 | 0.01339 | 0.00001 | −0.00302 | ||||||||||||
Lifetime Drug Use | 0.02205 | 0.16834 | 0.00000 | 0.00048 | ||||||||||||
Step 2: | 2.16 | 0.1909 ϯ | 1.12 | 0.1306 ϯ | ||||||||||||
S2 Number of Birthday Drinks | 0.18844 | 0.53374 ϯ | 0.13384 | -0.44982 ϯ | ||||||||||||
Anterior Fornix | ||||||||||||||||
FA |
RD |
MD |
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Model | F | r^2 | β | ΔR^2 | F | r^2 | β | ΔR^2 | F | r^2 | β | ΔR^2 | ||||
Step 1: | 0.29 | 0.29 | 0.60 | |||||||||||||
Gender | 0.00012 | −0.04764 | 0.00000 | 0.03765 | 0.00050 | 0.01131 | ||||||||||
Lifetime Alcohol Exposure | 0.00231 | −0.02556 | 0.01856 | 0.17892 | 0.04997 | 0.23939 | ||||||||||
Lifetime Drug Use | 0.02229 | 0.17163 | 0.00735 | −0.09718 | 0.00087 | −0.03348 | ||||||||||
Step 2: | 1.97 | 0.1941 ϯ | 2.81 ϯ | 0.2603 ϯ | 2.52 | 0.2137 ϯ | ||||||||||
S2 Number of Birthday Drinks | 0.14445 | 0.46730 ϯ | 0.23172 | -0.59186 ϯ | 0.19931 | -0.54892 ϯ | ||||||||||
Posterior Fornix | ||||||||||||||||
FA |
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Model | F | r^2 | β | ΔR^2 | ||||||||||||
Step 1: | 0.52 | |||||||||||||||
Gender | 0.01426 | 0.09610 | ||||||||||||||
Lifetime Alcohol Exposure | 0.01386 | 0.05420 | ||||||||||||||
Lifetime Drug Use | 0.01735 | 0.14933 | ||||||||||||||
Step 2: | 1.45 | 0.1261 ϯ | ||||||||||||||
S2 Number of Birthday Drinks | 0.1284 | 0.44058 ϯ | ||||||||||||||
Corpus Callosum - Splenium | ||||||||||||||||
AD |
MD |
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Model | F | r^2 | β | ΔR^2 | F | r^2 | β | ΔR^2 | ||||||||
Step 1: | 1.22 | 1.15 | ||||||||||||||
Gender | 0.03427 | 0.10819 | 0.04553 | 0.14711 | ||||||||||||
Lifetime Alcohol Exposure | 0.00733 | −0.20394 | 0.01115 | −0.20133 | ||||||||||||
Lifetime Drug Use | 0.05823 | 0.27354 | 0.03796 | 0.22086 | ||||||||||||
Step 2: | 1.58 | 0.0845 ϯ | 2.18 | 0.1426 ϯ | ||||||||||||
S2 Number of Birthday Drinks | 0.13793 | 0.45664 ϯ | 0.14982 | 0.47591 ϯ |
Note. While all Region of Interest (ROI) and Diffusion Tenor Imaging (DTI) scalar (i.e., AD, FA, MD, and RD) combinations were evaluated, only the ROIs/scalars that had significant predictors in at least one of the four models are provided in the current table, regardless of overall model significance. ΔR^2 is the change in model fit when the given variable (Step 2) is added to a model already including gender, total lifetime alcohol exposure, and lifetime drug use (Step 1). S2 = Session 2. FA = fractional anisotropy, AD = axial diffusivity, MD = mean diffusivity, RD = radial diffusivity. F = F-value; β = standardized parameter estimate. The degrees of freedom were (3, 33) for Step 1 and (4, 28) for Step 2. For the gender variable, 0 = female. Bold = significant at p < .05 level.
Values that do not remain significant after set-wise Bonferroni correction (p ≤ 0.003125).