Vitamin D, ACE, and the neutrophil to lymphocyte ratio (NLR) were assessed in COVID-19 patients and compared to a control group in the Mardani et al., 2020 research. In the patients' group, there were significant changes in vitamin D and ACE levels, as well as NLR. This evidence concerns the gene ACE and COVID-19.