Age ≤ 60 years, limited disease, high PNI, radiotherapy, and surgery were independent positive prognostic factors of SCLC patients treated with chemotherapy. PNI was a good biomarker for the assessment of SCLC prognosis for its easy access, convenience to be calculated, and low consumption. Pretreatment PNI can better predict the prognosis of SCLC, especially in patients with age ≤ 60, no smoking history, no family history of tumor, and no radiotherapy.