Among the included studies, 11 trials evaluated the effect of COVID-19 on different hormonal parameters, including FSH (n = 8), LH (n = 9) and total testosterone (n = 11) (See also Table 1 and Supplementary Tables I–II). The gene discussed is PLOD1; the disease is COVID-19.