Gene-level association analysis revealed MTERF1, TUFT1 (encoding Tuftelin1), and RETSAT (encoding retinol saturase) as the most significantly associated genes, all enriched for LoFs in patients with COVID-19 (Table 2). The gene discussed is RETSAT; the disease is COVID-19.