Further analysis indicated that cystatin C was negatively correlated with IL-6 (r=− 0.472, P=0.001) and eGFR was inversely correlated with CRP (r=− 0.210, P=0.012) among COVID-19 patients. Here, IL6 is linked to COVID-19.