Here, we systematically analysed ACE2 expression using large‐scale multi‐omics data from a variety of organs/tissues and cancer types, as well as the common chronic diseases of heart, liver, diabetes, pneumonia and hypertension involving a total of >28 000 samples. This evidence concerns the gene ACE2 and susceptibility to pneumonia measurement.