A correlation matrix for IL-22R+ expressing myeloid cell subsets with the ex vivo IL-22, IL-17A, IFN-γ, granzyme B and perforin expressions on NK and T cells was generated to evaluate a possible relationship between these parameters in COVID-19 patients. Here, IL22RA1 is linked to COVID-19.