To identify genes that cause Aβ accumulation, we conducted an integrated analysis of human genetic association and mouse transcriptome studies, and our results showed that two genes, LBH and SHF, are suggested to be novel AD-associated genes. The gene discussed is LBH; the disease is Alzheimer disease.