Furthermore, we conducted correlation analyses between these 19 DEGs and CALCR, as well as prognostic assessments correlating with these 19 DEGs with overall survival, utilizing The Cancer Genome Atlas (TCGA) renal clear cell carcinoma data (https://portal.gdc.cancer.gov/). This evidence concerns the gene CALCR and clear cell renal carcinoma.