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The aim of the present work was to investigate the clinical efficacy of first-line chemotherapy regimens in the treatment of advanced non-small cell lung cancer (NSCLC) through a comprehensive network meta-analysis (NMA). The prospective randomized controlled clinical trials relevant to 10 first-line chemotherapy regimens in the treatment of advanced NSCLC were systematic electronic search in the databases of Pubmed, Embase, Cochrane Library and CNKI. The combined direct or indirect objective response rate (ORR) between each of the 10 fi