This study revealed the predictive value of SMS for immunotherapy best overall response and prognosis in EGFR/ALK-negative non-squamous NSCLC as a potential biomarker in anti-PD-1 therapy. The gene discussed is PDCD1; the disease is non-small cell lung carcinoma.