PLOD1 and Infertility: These results suggest that the use of clomiphene citrate in obese women can effectively reduce premature LH elevation compared to those with normal weight and serve as a suitable option for controlled ovarian hyperstimulation treatment, thereby contributing to safer and more effective infertility management within this population.