Age, history of diabetes, history of chronic kidney disease, vaccination status, interleukin-6, procalcitonin, leukocytes, lymphocytes, and D-dimer were identified as predictors and used to develop a nomogram model to predict long COVID risk. This evidence concerns the gene IL6 and chronic kidney disease.