Division of Cancer Sciences, Faculty of Biology, Medicine and Health, University of Manchester, Saint Mary's Hospital, Manchester, UK.
Division of Cancer Sciences, Faculty of Biology, Medicine and Health, University of Manchester, Saint Mary's Hospital, Manchester, UK; Department of Obstetrics and Gynaecology, Manchester Academic Health Science Centre, Saint Mary's Hospital, Manchester University NHS Foundation Trust, Manchester Academic Health Science Centre; Level 5, Research, Oxford Road, Manchester, UK.
Gynecol Oncol. 2021 Jan;160(1):24-31. doi: 10.1016/j.ygyno.2020.10.035. Epub 2020 Nov 5.
Our objective was to investigate whether trial evidence showing that neoadjuvant chemotherapy is non inferior to primary surgery for the primary treatment of advanced ovarian cancer could be extrapolated to groups of patients that were not included in the trials.
Using a detailed retrospective cohort of all patients managed through a single tertiary hospital we carried out a propensity score analysis, principal component analysis, and cox proportional hazard analysis to compare survival in matched cohorts.
A propensity score analysis showed that for at least 41% of all patients with advanced high-grade serous cancer neoadjuvant chemotherapy is non inferior to primary surgery (median survival primary surgery: 38 months, neoadjuvant chemotherapy: 35 months. P = 0.39). However, principal component analysis, supported by cox modelling, suggests that for some subgroups, including patients with subdiaphragmatic nodal disease, primary surgery may be associated with improved survival (HR 0.11, CI 0.026-0.48).
We have shown that the findings of previous trials can be extrapolated to a wider population and that statistical modelling can be used to identify groups or patients who benefit from specific modalities of treatment.
我们旨在探究新辅助化疗是否可外推至临床试验中未纳入的先进卵巢癌患者群体,以证明其作为先进卵巢癌初始治疗手段不劣于初始手术。
我们对单家三级医院所有经治患者进行详细回顾性队列研究,采用倾向评分分析、主成分分析和 Cox 比例风险分析比较匹配队列的生存情况。
倾向评分分析表明,对于至少 41%的高级别浆液性卵巢癌患者,新辅助化疗不劣于初始手术(中位生存时间:初始手术:38 个月;新辅助化疗:35 个月;P=0.39)。然而,主成分分析得到 Cox 模型的支持,提示对于某些亚组,包括膈下淋巴结疾病患者,初始手术可能与生存改善相关(HR 0.11,CI 0.026-0.48)。
我们已经表明,先前试验的结果可外推至更广泛的人群,并且可以使用统计建模来识别从特定治疗方式中获益的特定亚组或患者。