For the association between elevated liver enzyme levels and sex in patients with COVID-19 receiving remdesivir, male sex increases the risk 1.56-fold for ALT, 1.7-fold for ALP, and 1.86-fold for total bilirubin. The gene discussed is GPT; the disease is COVID-19.