Six patients with secondary amenorrhea or oligomenorrhea had low-normal-to-normal LH, normal FSH, E2, T, free T, PRL, and thyroid function test results, with adequate pubertal development and bone age for their chronological age. Here, PLOD1 is linked to Oligomenorrhea.