Also, the BUN, PTT, SGOT, and ESR from laboratory features were among the most important effective features in the COVID-19 death with a relative importance of more than 6% and the results of these findings have also been shown in studies by Cao et al. and Guan et al. [32, 33] which by increasing or decreasing any of these laboratory features from their normal range causes adverse consequences for COVID-19 patients. The gene discussed is GOT1; the disease is COVID-19.