These intercellular interaction analyses computationally infer the possibility that dysfunction of ncMono and the consequently reduced interaction of CXCL10/CXCR3 might be one of the factors responsible for driving COVID-19 severity. This evidence concerns the gene CXCR3 and COVID-19.