Table 5.
Results of multivariable linear regression using BL FA and covariates to predict baseline and change cognition. Predictors were determined by adaptive LASSO; blanks indicate the variable was not selected as an appropriate predictor in the LASSO.
Measures | R-squared | p-val | β ATR | β CR | β CCG | β CH | β FM | β SLF | β UF | β GCC | β BCC | β SCC |
---|---|---|---|---|---|---|---|---|---|---|---|---|
Baseline | ||||||||||||
Learning | 0.493 | 0.002*** | −3.214 | −0.193 | −2.635 | −0.352 | −6.056 | |||||
Overall Cognition | 0.357 | < .001*** | −2.312 | |||||||||
Change | ||||||||||||
Processing Speed | 0.468 | 0.118 | 0.408 | 0.514 | 1.479 | |||||||
Overall Cognition | 0.198 | 0.030* | 2.166 |
Note: ATR = Anterior Thalamic Radiation, CR = Corona Radiata, CCG = Cingulum (Cingulate Gyrus), CH = Cingulum Hippocampus, FM = Forceps Minor, SLF = Superior Longitudinal Fasciculus, UF = Uncinate Fasciculus, GCC = Genu of Corpus Callosum, BCC = Body of Corpus Callosum, SCC = Splenium of Corpus Callosum.
sig. at α = .05.
sig. at α = .01.
sig. at .00714.