Tyrosine kinase inhibitor (TKI) and immune checkpoint inhibitor (ICI) combination therapy is emerging as a major therapeutic strategy for advanced clear cell renal cell carcinoma (ccRCC). To define the druggable targets for improvement of TKI and ICI combination therapy in ccRCC, we analyzed a commercial protein kinase inhibitor dataset and a public ccRCC dataset and identified LRRK2 as a potential candidate that can be targeted by a small molecule inhibitor. We demonstrated that LRRK2 was transcriptionally upregulated by HIF2A and enabled to drive proliferation of ccRCC cells in a manner independent of its kinase activity. LRRK2 inhibits the RBX1-mediated degradation of lipid metabolism modulator LPCAT1 to reducing the sensitivity to TKI and PD-1 blockade in ccRCC. Specifically, LRRK2/LPCAT1 upregulated IL-1 beta expression levels through AKT and also increased IL-1 beta shearing by activating inflammasome. To target the kinase-independent activity of LRRK2, we developed an LR-protac and showed that LR-protac decreased LRRK2 protein level and enhanced the antitumor effect of PD-1 blockade and TKI in ccRCC. These data indicate that LRRK2 is a viable target for improvement of the efficacy of PD-1 blockade and TKI in ccRCC.