INS and Obesity: SNPs in the adiponectin, C1q, and collagen domain-containing (ADIPOQ) gene (rs2241766, rs1501299) are associated with reduced susceptibility to multiple obesity phenotypes, underscoring the importance of their encoded lipocalins in insulin sensitivity and inflammatory regulation (57).