In the present study, we conducted an updated bidirectional MR analysis, including genome-wide summary statistics for log-eGFR, as calculated using the serum levels of creatinine or cystatin C, with a large sample size, the latest COVID-19 genome-wide association study (GWAS) data, and several sensitivity analyses, to investigate the assumptions generated by MR. Here, CST3 is linked to COVID-19.