We found that vitamin D deficiency, high level of IL-6 and low level of eGFR were highly indicative in the COVID-19 tropism, the differences of the mean levels of vitamin D, IL-6, and eGFR obtained by comparing the three groups were statistically significant. The gene discussed is IL6; the disease is vitamin D deficiency.