Given that blood samples from patients with obesity were not consistently collected on days 3–5 of the menstrual cycle, an objective comparison of FSH, LH, and estradiol hormone levels was not possible due to their cycle sensitivity. The gene discussed is PLOD1; the disease is obesity due to melanocortin 4 receptor deficiency.