Affected individuals have low or inappropriately normal levels of gonadotropins (LH and FSH) and low levels of sex steroids, resulting in delayed or absent puberty and infertility (Boehm et al., 2015; Young et al., 2019). Here, PLOD1 is linked to Infertility.