Over the past two decades, multiple studies have highlighted the association between disrupted mini-puberty and hypogonadotropic hypogonadism, particularly in males, consistently demonstrating that the condition is characterized by the absence of the physiological postnatal surge in FSH, LH, and testosterone. Here, PLOD1 is linked to hypogonadotropic hypogonadism.