Unfortunately, HOMA-IR is the least accurate, partly because of the lack of standardization of insulin immunoassays (33), which may have led to inconsistent conclusions in previous studies analyzing the relationship between osteocalcin and insulin resistance. Here, INS is linked to Insulin resistance.