ObjectiveControversy surrounds the treatment of visceral pleural invasion in lung cancer, and no studies have compared the efficacy of its four main treatment options (i.e., surgery, chemotherapy, targeted therapy, and immunotherapy). This study aims to compare and analyze surgery, chemotherapy, targeted therapy, and immunotherapy outcomes and explore the optimal treatment of visceral pleural invasion in lung cancer.MethodsWe searched electronic databases (i.e., Pubmed, Embase, Cochrane Library, CNKI, and Chinese Biomedical Literature Database Search) for relevant studies of treatment options for patients with visceral pleural invasion in stage IIA–IIB lung cancer. Searches times were limited to studies published between January 1, 2000 and February 20, 2021. Meta analysis was performed using RevMan 5.3 software We also downloaded original RNA transcription data about lung cancer invasion in the GEO and TCGA tumor databases, and used R 4.0.3 software to perform differential expression and co-expression gene network analyses.ResultsWe included a total of 25 high-quality (i.e., Jadad score 4–7) studies. Meta-analysis found that surgical treatment was associated with a 3-year survival rate OR = 3.80 (95% CI 3.53, 4.09; P < 0.0001), 5-year survival rate OR = 4.10 (95% CI 3.72, 4.53; P < 0.0001), and median survival time OR = 2.71 (95% CI 2.53, 2.89; P < 0.0001). Chemotherapy was associated with a 3-year survival rate OR = 2.08 (95% CI 1.93, 2.25; P < 0.0001), 5-year survival rate OR = 1.68 (95% CI 1.49, 1.89; P < 0.0001), and median survival time OR = 1.84 (95% CI 1.66, 2.04; P < 0.0001). Targeted therapy was associated with a 3-year survival rate OR = 2.91 (95% CI 2.65, 3.19; P < 0.0001), 5-year survival rate OR = 1.83 (95% CI 1.39, 2.33; P < 0.0001), and median survival time OR = 1.76 (95% CI 1.59, 1.94; P < 0.0001). Finally, immunotherapy was associated with a 3-year survival rate OR = 1.89 (95% CI 1.73, 2.07; P < 0.0001), 5-year survival rate OR = 1.66 (95% CI 1.46, 1.88; P < 0.0001), and median survival time OR = 2.53 (95% CI 2.27, 2.82; P < 0.0001). After screening differential genes and co-expressed genes in tumor gene databases, we found that AC245595.1, ITGB1-DT and AL606489.1 may be involved in the process of lung cancer invasion, and macrophages M1 and M2, CD4+-Th1, CD8+-Th1 may participate in immune infiltration.ConclusionsIn patients with visceral pleural invasion of stage IIA-IIB lung cancer, chemotherapy has shown a significant effect on improving prognosis and enhancing efficacy. However, surgical treatment did not significantly improve the overall prognosis. Therefore, the individual situation of the patient and the comprehensive benefits of the treatment program should be fully considered when developing the treatment program.