We observed dramatically decreased protein levels of protein tyrosine phosphatase receptor type C, leptin, and tartrate-resistant acid phosphatase type 5, which are involved in lymphopenia, and platelet basic protein in COVID-19 patients (Fig. 2a, Supplementary Fig. 6, and Supplementary Data 7). Here, ACP5 is linked to COVID-19.