Studies assessing the metabolic and endocrine characteristics of obese women have observed that decreased secretion of FSH and LH coexists with hyperlipidemia and hyperinsulinemia, leading to the concept of “neurometabolic syndrome.” This underscores the profound impact of obesity on female reproductive function [25]. The gene discussed is PLOD1; the disease is Hyperinsulinemia.