Based on these results we constructed an organ- and cell type-specific vulnerability map of the expression levels of the five COVID-19 factors (TMPRSS2, ACE2, MTHFD1, CTSL and CTSB) in the human body, providing insight into the mechanisms hidden behind the symptoms, including the non-respiratory symptoms of COVID-19 infection and injury. Here, CTSB is linked to COVID-19.