In the bivariate Cox regression analysis, it was found that severe COVID-19 infection, chronic kidney disease, cancer status, age, hematocrit, leukocyte, NLR, D-Dimer, CRP, procalcitonin, and AST were associated with 30-day COVID-19 mortality. Here, CRP is linked to chronic kidney disease.