This study involving 5 cohorts (n=1557) identifies NOTCH mutation, especially deleterious NOTCH mutation (del-NOTCH mut), as novel, frequent determinant of sensitivity to immune checkpoint inhibitor (ICI) in EGFR/ALK WT NSCLC. ICI, compared to chemotherapy, conferred limited benefit in the NOTCH-wild-type patients, but remarkably prolonged PFS and OS in the patients harboring del-NOTCH mut. These results indicate the potential that del-NOTCH mut might impact on the treatment choice (ICI vs. chemotherapy) in advanced EGFR/ALK WT NSCLC. More importantly, del-NOTCH mut downregulates NOTCH signaling and is correlated with better ICI efficacy, which unravels a possibility that the monoclonal antibodies or small chemicals aiming NOTCH members or their ligands might enhance the response to ICI. This inference might lead future research to explore the efficacy of adding NOTCH inhibitor to ICI regimen in NSCLC, for the optimization of ICI treatment in clinical practice.