Table 3.
Regression type, beta coefficients, and corresponding p-values for each model examining Processing Speed Index (PSI) as a function of whole brain fractional anisotropy (FA), mean diffusivity (MD), radial diffusivity (RD), and axial diffusivity (AD), after controlling for age and group status. Because of head coil changes in the DTI data collection, Time 1 and Time 3 were examined together (using a longitudinal linear mixed-effects model) and then separately (using separate linear regressions).
PSI~ Intercept+ Whole Brain FA + Group + Age + Whole Brain FA*Group | |||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|
Regression Type | Intercept | p-value | Whole Brain FA | p-value | Group | p-value | Age | p-value | Whole Brain FA X Group | p-value | |
Time 1 & Time 3 | Linear Mixed-Effects | −22.25 | .71 | 256.69 | .04 | 87.67 | .19 | −0.04 | .82 | −210.05 | .12 |
Time 1 | Linear | 3.77 | .97 | 205.00 | .36 | 1.95 | .99 | 0.09 | .83 | −41.74 | .88 |
Time 3 | Linear | −29.59 | .71 | 274.17 | .09 | 139.88 | .15 | −0.15 | .42 | −310.03 | .10 |
PSI~ Intercept+ Whole Brain MD+ Group + Age + Whole Brain MD*Group | |||||||||||
Regression Type | Intercept | p-value | Whole Brain MD | p-value | Group | p-value | Age | p-value | Whole Brain MD X Group | p-value | |
Time 1 & Time 3 | Linear Mixed-Effects | 178.88 | <.001 | −86.91 | .24 | −70.22 | .29 | 0.03 | .87 | 63.12 | .43 |
Time 1 | Linear | 43.10 | .80 | 72.07 | .71 | 127.45 | .48 | 0.24 | .57 | −174.48 | .41 |
Time 3 | Linear | 204.67 | .02 | −117.43 | .27 | −118.47 | .22 | −0.11 | .56 | 123.51 | .29 |
PSI~ Intercept+ Whole Brain RD+ Group + Age + Whole Brain RD*Group | |||||||||||
Regression Type | Intercept | p-value | Whole Brain RD | p-value | Group | p-value | Age | p-value | Whole Brain RD X Group | p-value | |
Time 1 & Time 3 | Linear Mixed-Effects | 176.02 | <.001 | −118.84 | .11 | −73.44 | .11 | 0.01 | .95 | 95.54 | .23 |
Time 1 | Linear | 120. 48 | .25 | −28.06 | .87 | 18.90 | .86 | 0.21 | .63 | −63.01 | .74 |
Time 3 | Linear | 187. 43 | <.00 | −136.88 | .16 | −99.43 | .11 | −0.12 | .50 | 143.03 | .19 |
PSI~ Intercept+ Whole Brain AD+ Group + Age + Whole Brain AD*Group | |||||||||||
Regression Type | Intercept | p-value | Whole Brain AD | p-value | Group | p-value | Age | p-value | Whole Brain AD X Group | p-value | |
Time 1 & Time 3 | Linear Mixed-Effects | 122.33 | .12 | −11.28 | .85 | −9.43 | .92 | 0.06 | .71 | −6.99 | .92 |
Time 1 | Linear | −128.65 | .52 | 175.96 | .25 | 327. 94 | .18 | 0.15 | .71 | −261.33 | .15 |
Time 3 | Linear | 143.17 | .23 | −26.62 | .77 | −58.09 | .68 | −0.08 | .66 | 30.86 | .77 |