Voxelwise gene-wide association study (vGeneWAS): Multivariate gene-based association testing in 731 elderly subjects

► Principal components regression for gene-based association models. ► Gene-based multivariate statistics have increased power over univariate methods. ► Gene-based testing is a useful complement to genome-wide association scans.