In contrast, CIS2 had genotype-molecular phenotype associations with a great number of genes involved in the calcium signaling pathway, which was a group of non-sensitive responders in osteoporosis individuals, and annotated as Yin-type indicating a low expectation of BMD improvement. Here, SOCS2 is linked to osteoporosis.