PLOD1 and Obesity: Furthermore, the hypothalamic-pituitary-gonadal (HPG) axis also plays a critical role in spermatogenesis regulation, and in the state of obesity, there is HPG disruption leading to hormonal imbalances including FSH, LH, and testosterone (17).