When combined both cohorts together to achieve a better statistic power, we found that five genes (including CCL3, CCR7, CCR9, CCRL2, and XCR1) were associated with AD at the gene-burden level and had an enrichment of rare variants (Additional file 1: Table S2). This evidence concerns the gene CCR9 and Alzheimer disease.