Lactate extensively associates with metabolic reprogramming, signal transduction, and immune modulation. Nevertheless, the regulatory role of lactate in immune sensing of cytosolic DNA remains uncertain. Here, we report that lactate serves as an initiator to facilitate proteasomal degradation of cyclic GMP-AMP synthase (cGAS) independent of ubiquitin, thus repressing the production of interferon and contributing to tumor growth. Mechanistically, lactylation of K21 stimulates cGAS translocation from the nucleus to the proteasome for degradation, which is compromised by phosphorylation of PSMA4 S188 via disrupting its association with cGAS. Concurrently, lactylation of K415 rewires PIK3CB activity and impairs ULK1-driven phosphorylation of PSMA4 S188. Physiologically, lactylation of cGAS sustains tumor growth. Expression of cGAS correlates with the antitumor effect of the LDHA inhibitor FX11. Finally, the lactate-cGAS axis indicates a prognostic outcome of lung adenocarcinoma. Collectively, these findings not only put forth a mechanism of cGAS degradation but also unravel the clinical relevance of cGAS lactylation.