CDH7 and hyperhomocysteinemia: Among these, <i>CDH7</i>hypomethylation emerged as an independent predictor of any SVD imaging feature when combined with advanced age and hyperhomocysteinemia in both hierarchical logistic regression and deep learning analyses.