Among the 19 SNPs associated with AD in Table 2, we found that the 6th SNP within gene ABCA9 is previously reported associated with AD [41], confirming again that our method CS-LMM can identify biologically meaningful variants. Here, ABCA9 is linked to Alzheimer disease.