Here, an analysis of transcriptomic data from COVID-19 patients’ post-mortem lung tissues first confirmed that AKR1B10 could be a potential contributor to the occurrence of severe respiratory failure in COVID-19 patients. The gene discussed is AKR1B10; the disease is COVID-19.