Five of the previously reported AD genes—BIN1, PICALM, TSPOAP1, CASS4, and APOE—were at least nominally associated in the multivariate gene-based analyses at a significance level of at least one order of magnitude smaller than the results from the univariate analyses of three neuropathological phenotypes. Here, TSPOAP1 is linked to Alzheimer disease.