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Comparing the Therapeutic Efficacies of Lung Cancer: Network Meta-Analysis Approaches

Author

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  • Chuan-Hsin Chang

    (Research Center for Chinese Herbal Medicine, Graduate Institute of Healthy Industry Technology, College of Human Ecology, Chang Gung University of Science and Technology, Taoyuan 33303, Taiwan)

  • Yue-Cune Chang

    (Department of Mathematics, Tamkang University, New Taipei City 25137, Taiwan)

Abstract

Background: In recent years, reduction of nuclear power generation and the use of coal-fired power for filling the power supply gap might have increased the risk of lung cancer. This study aims to explore the most effective treatment for different stages of lung cancer patients. Methods: We searched databases to investigate the treatment efficacy of lung cancer. The network meta-analysis was used to explore the top three effective therapeutic strategies among all collected treatment methodologies. Results: A total of 124 studies were collected from 115 articles with 171,757 participants in total. The results of network meta-analyses showed that the best top three treatments: (1) in response rate, for advanced lung cancer were Targeted + Targeted, Chemo + Immuno, and Targeted + Other Therapy with cumulative probabilities 82.9, 80.8, and 69.3%, respectively; for non-advanced lung cancer were Chemoradio + Targeted, Chemoradi + Immuno, and Chemoradio + Other Therapy with cumulative probabilities 69.0, 67.8, and 60.7%, respectively; (2) in disease-free control rate, for advanced lung cancer were Targeted + Others, Chemo + Immuno, and Targeted + Targeted Therapy with cumulative probabilities 93.4, 91.5, and 59.4%, respectively; for non-advanced lung cancer were Chemo + Surgery, Chemoradio + Targeted, and Surgery Therapy with cumulative probabilities 80.1, 71.5, and 43.1%, respectively. Conclusion: The therapeutic strategies with the best effectiveness will be different depending on the stage of lung cancer patients.

Suggested Citation

  • Chuan-Hsin Chang & Yue-Cune Chang, 2022. "Comparing the Therapeutic Efficacies of Lung Cancer: Network Meta-Analysis Approaches," IJERPH, MDPI, vol. 19(21), pages 1-20, November.
    • Handle: RePEc:gam:jijerp:v:19:y:2022:i:21:p:14324-:d:960931
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    References listed on IDEAS

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    1. Charles T. Driscoll & Jonathan J. Buonocore & Jonathan I. Levy & Kathleen F. Lambert & Dallas Burtraw & Stephen B. Reid & Habibollah Fakhraei & Joel Schwartz, 2015. "US power plant carbon standards and clean air and health co-benefits," Nature Climate Change, Nature, vol. 5(6), pages 535-540, June.
    2. Helen Davies & Graham R. Bignell & Charles Cox & Philip Stephens & Sarah Edkins & Sheila Clegg & Jon Teague & Hayley Woffendin & Mathew J. Garnett & William Bottomley & Neil Davis & Ed Dicks & Rebecca, 2002. "Mutations of the BRAF gene in human cancer," Nature, Nature, vol. 417(6892), pages 949-954, June.
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