This involved studying the relationship between SLC34A1 and its related gene mutations, phosphoprotein expression, DNA methylation, and immune cell infiltration to explore the value of SLC34A1 in the occurrence and development of renal cell carcinoma. The gene discussed is SLC34A1; the disease is hereditary clear cell renal cell carcinoma.