{"title":"不同乳腺癌症手术的生活质量和成本效益:预测、预防和个性化医学框架下基于马尔可夫决策树的方法。","authors":"Hon-Yi Shi, Chiu-Hui Li, Yen-Chen Chen, Chong-Chi Chiu, Hao-Hsien Lee, Ming-Feng Hou","doi":"10.1007/s13167-023-00326-4","DOIUrl":null,"url":null,"abstract":"<p><strong>Purpose: </strong>Breast cancer is a complex disease with heterogeneous outcomes that may benefit from the implementation of Predictive, Preventive, and Personalized Medicine (PPPM/3PM) strategies. In this study, we aimed to explore the potential of PPPM approaches by investigating the 10-year trends in quality of life (QOL) and the cost-effectiveness of different types of surgeries for patients with breast cancer.</p><p><strong>Methods: </strong>This prospective cohort study recruited 144 patients undergoing breast conserving surgery (BCS), 199 undergoing modified radical mastectomy (MRM), and 44 undergoing total mastectomy with transverse rectus abdominis myocutaneous flap (TRAMF) from three medical centers in Taiwan between June 2007 and June 2010.</p><p><strong>Results: </strong>All patients exhibited a significant decrease in most QOL dimension scores from before surgery to 6 months postoperatively (<i>p</i> < 0.05); however, from postoperative year 1 to 2, improvement in most QOL dimension scores was significantly better in the TRAMF group than in the BCS and MRM groups (<i>p</i> < 0.05). At 2, 5, and 10 years after surgery, the patients' QOL remained stable. In the Markov decision tree model, the TRAMF group had higher total direct medical costs than the MRM and BCS groups (US$ 32,426, US$ 29,487, and US$ 28,561, respectively) and higher average QALYs gained (7.771, 6.773, and 7.385, respectively), with an incremental cost-utility ratio (ICUR) of US$ 2,944.39 and US$ 10,013.86 per QALY gained.</p><p><strong>Conclusions: </strong>TRAMF appeared cost effective compared with BCS and MRM, and it has been proved with considerable QOL improvements in the framework of PPPM. Future studies should continue to explore the potential of PPPM approaches in breast cancer care. By incorporating predictive models, personalized treatment plans, and preventive strategies into routine clinical practice, we can further optimize patient outcomes and reduce healthcare costs associated with breast cancer treatment.</p><p><strong>Supplementary information: </strong>The online version contains supplementary material available at 10.1007/s13167-023-00326-4.</p>","PeriodicalId":54292,"journal":{"name":"Epma Journal","volume":"14 3","pages":"457-475"},"PeriodicalIF":6.5000,"publicationDate":"2023-06-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10439868/pdf/","citationCount":"0","resultStr":"{\"title\":\"Quality of life and cost-effectiveness of different breast cancer surgery procedures: a Markov decision tree-based approach in the framework of Predictive, Preventive, and Personalized Medicine.\",\"authors\":\"Hon-Yi Shi, Chiu-Hui Li, Yen-Chen Chen, Chong-Chi Chiu, Hao-Hsien Lee, Ming-Feng Hou\",\"doi\":\"10.1007/s13167-023-00326-4\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Purpose: </strong>Breast cancer is a complex disease with heterogeneous outcomes that may benefit from the implementation of Predictive, Preventive, and Personalized Medicine (PPPM/3PM) strategies. In this study, we aimed to explore the potential of PPPM approaches by investigating the 10-year trends in quality of life (QOL) and the cost-effectiveness of different types of surgeries for patients with breast cancer.</p><p><strong>Methods: </strong>This prospective cohort study recruited 144 patients undergoing breast conserving surgery (BCS), 199 undergoing modified radical mastectomy (MRM), and 44 undergoing total mastectomy with transverse rectus abdominis myocutaneous flap (TRAMF) from three medical centers in Taiwan between June 2007 and June 2010.</p><p><strong>Results: </strong>All patients exhibited a significant decrease in most QOL dimension scores from before surgery to 6 months postoperatively (<i>p</i> < 0.05); however, from postoperative year 1 to 2, improvement in most QOL dimension scores was significantly better in the TRAMF group than in the BCS and MRM groups (<i>p</i> < 0.05). At 2, 5, and 10 years after surgery, the patients' QOL remained stable. In the Markov decision tree model, the TRAMF group had higher total direct medical costs than the MRM and BCS groups (US$ 32,426, US$ 29,487, and US$ 28,561, respectively) and higher average QALYs gained (7.771, 6.773, and 7.385, respectively), with an incremental cost-utility ratio (ICUR) of US$ 2,944.39 and US$ 10,013.86 per QALY gained.</p><p><strong>Conclusions: </strong>TRAMF appeared cost effective compared with BCS and MRM, and it has been proved with considerable QOL improvements in the framework of PPPM. Future studies should continue to explore the potential of PPPM approaches in breast cancer care. By incorporating predictive models, personalized treatment plans, and preventive strategies into routine clinical practice, we can further optimize patient outcomes and reduce healthcare costs associated with breast cancer treatment.</p><p><strong>Supplementary information: </strong>The online version contains supplementary material available at 10.1007/s13167-023-00326-4.</p>\",\"PeriodicalId\":54292,\"journal\":{\"name\":\"Epma Journal\",\"volume\":\"14 3\",\"pages\":\"457-475\"},\"PeriodicalIF\":6.5000,\"publicationDate\":\"2023-06-14\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10439868/pdf/\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Epma Journal\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://doi.org/10.1007/s13167-023-00326-4\",\"RegionNum\":2,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"2023/9/1 0:00:00\",\"PubModel\":\"eCollection\",\"JCR\":\"Q1\",\"JCRName\":\"Medicine\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Epma Journal","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1007/s13167-023-00326-4","RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2023/9/1 0:00:00","PubModel":"eCollection","JCR":"Q1","JCRName":"Medicine","Score":null,"Total":0}
引用次数: 0
摘要
目的:癌症是一种具有异质性结果的复杂疾病,可能受益于预测、预防和个性化医学(PPPM/3PM)策略的实施。在这项研究中,我们旨在通过调查癌症患者生活质量(QOL)的10年趋势和不同类型手术的成本效益,来探索PPPM方法的潜力。方法:这项前瞻性队列研究招募了144名接受保乳手术(BCS)的患者、199名接受改良乳房切除术(MRM)的患者,2007年6月至2010年6月,台湾三家医疗中心的44例患者接受了腹直肌肌皮瓣(TRAMF)全乳房切除术 p 结论:与BCS和MRM相比,TRAMF似乎具有成本效益,并且在PPPM的框架下,它的生活质量得到了显著改善。未来的研究应继续探索PPPM方法在癌症治疗中的潜力。通过将预测模型、个性化治疗计划和预防策略纳入常规临床实践,我们可以进一步优化患者结果,降低与癌症治疗相关的医疗成本。补充信息:在线版本包含补充材料,请访问10.1007/s13167-023-00326-4。
Quality of life and cost-effectiveness of different breast cancer surgery procedures: a Markov decision tree-based approach in the framework of Predictive, Preventive, and Personalized Medicine.
Purpose: Breast cancer is a complex disease with heterogeneous outcomes that may benefit from the implementation of Predictive, Preventive, and Personalized Medicine (PPPM/3PM) strategies. In this study, we aimed to explore the potential of PPPM approaches by investigating the 10-year trends in quality of life (QOL) and the cost-effectiveness of different types of surgeries for patients with breast cancer.
Methods: This prospective cohort study recruited 144 patients undergoing breast conserving surgery (BCS), 199 undergoing modified radical mastectomy (MRM), and 44 undergoing total mastectomy with transverse rectus abdominis myocutaneous flap (TRAMF) from three medical centers in Taiwan between June 2007 and June 2010.
Results: All patients exhibited a significant decrease in most QOL dimension scores from before surgery to 6 months postoperatively (p < 0.05); however, from postoperative year 1 to 2, improvement in most QOL dimension scores was significantly better in the TRAMF group than in the BCS and MRM groups (p < 0.05). At 2, 5, and 10 years after surgery, the patients' QOL remained stable. In the Markov decision tree model, the TRAMF group had higher total direct medical costs than the MRM and BCS groups (US$ 32,426, US$ 29,487, and US$ 28,561, respectively) and higher average QALYs gained (7.771, 6.773, and 7.385, respectively), with an incremental cost-utility ratio (ICUR) of US$ 2,944.39 and US$ 10,013.86 per QALY gained.
Conclusions: TRAMF appeared cost effective compared with BCS and MRM, and it has been proved with considerable QOL improvements in the framework of PPPM. Future studies should continue to explore the potential of PPPM approaches in breast cancer care. By incorporating predictive models, personalized treatment plans, and preventive strategies into routine clinical practice, we can further optimize patient outcomes and reduce healthcare costs associated with breast cancer treatment.
Supplementary information: The online version contains supplementary material available at 10.1007/s13167-023-00326-4.
期刊介绍:
PMA Journal is a journal of predictive, preventive and personalized medicine (PPPM). The journal provides expert viewpoints and research on medical innovations and advanced healthcare using predictive diagnostics, targeted preventive measures and personalized patient treatments. The journal is indexed by PubMed, Embase and Scopus.