Subsequent studies further utilized the SVM-REF algorithm combined with the RFE algorithm to eliminate unimportant features and combined LASSO algorithm to identify CCR5, IAPP, IFNA4, IGHV3-73, and PTGER1 of osteoporosis (30). This evidence concerns the gene CCR5 and osteoporosis.