BACKGROUND: Renal cell carcinoma (RCC) is a prevalent malignancy characterized by a rising incidence and significant mortality. Interleukins (ILs) are crucial in regulating immune cell trafficking and exhibit anti-tumor properties. However, limited research has explored the expression levels and prognostic significance of interleukins in RCC. METHODS: In this comprehensive study, we performed a detailed analysis of interleukins in RCC patients using multiple bioinformatics tools, including Oncomine, UALCAN, GEPIA, Kaplan-Meier plotter, cBioPortal, GeneMANIA, TRRUST, STRING, and Linked Omics. RESULTS: Our analysis demonstrated a significant upregulation in the transcriptional levels of IL4, IL7, IL15, IL16, IL23A, IL26, and IL32 were significantly upregulated in RCC tissues, indicating their potential involvement in the pathogenesis of this malignancy. In contrast, IL1A, IL11, and IL27 were downregulated, indicating their potential function as tumor suppressors. Significant correlations were identified between the expression levels of IL11, IL23A, IL27, IL32, and the pathological stage of RCC patients. The expression levels of IL1A, IL4, IL11, IL15, IL16, IL23A, IL26, IL27, and IL32 were significantly correlated with improved prognosis. The differentially expressed interleukins primarily function in cytokine-cytokine receptor interactions and immune response-regulating signaling pathways. homeobox A10 (HOXA10), v-myb myeloblastosis viral oncogene homolog (avian) (MYB), v-rel reticuloendotheliosis viral oncogene homolog A (avian) (RELA), and nuclear factor of kappa light polypeptide gene enhancer in B-cells 1(NFKB1) are key transcription factors for ILs, while LCK proto-oncogene (LCK), LYN proto-oncogene (LYN), spleen associated tyrosine kinase (SYK), Janus kinase 3 (JAK3), and FER tyrosine kinase (FER) are IL targets. IL expression significantly correlated with the infiltration of six distinct immune cell types. IL1A potentially exerts an anti-tumor effect in RCC prognosis by inducing neutrophil extracellular traps (NETs). Additionally, NFKB1 may positively regulate IL1A, providing a rationale for further in vivo and clinical studies. CONCLUSION: In conclusion, our study demonstrates the potential role of IL 1A in the prognosis of RCC and establishes a theoretical foundation for subsequent in vivo and clinical investigations.