Wilcoxon rank test and Welch’s test showed that IL-6 could play a key role in the onset of quantitative (ageusia and hypogeusia) and qualitative (parageusia) taste disorders in COVID-19 patients. This evidence concerns the gene IL6 and COVID-19.