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大型数据库在胰腺癌健康结局研究中的应用:最新进展

Large database utilization in health outcomes research in pancreatic cancer: an update.

作者信息

Torgeson Anna, Tao Randa, Garrido-Laguna Ignacio, Willen Benjamin, Dursteler Amy, Lloyd Shane

机构信息

Department of Radiation Oncology, University of Utah, Salt Lake City, Utah, USA.

Department of Internal Medicine, University of Utah, Salt Lake City, Utah, USA.

出版信息

J Gastrointest Oncol. 2018 Dec;9(6):996-1004. doi: 10.21037/jgo.2018.05.15.

Abstract

We sought to review published aggregate dataset studies on pancreatic cancer in the national and international settings, discuss the advantages and disadvantages these datasets possess, and possible future directions. A combination of Google Scholar, PubMed, and MEDLINE were used with search terms "pancreatic cancer" + "resectable" + "national cancer database", "pancreatic cancer" + "unresectable" + "national cancer database" and more broadly "borderline resectable pancreatic cancer", "locally advanced pancreatic cancer", "unresectable pancreatic cancer", and "resectable pancreatic cancer". Original articles and abstracts from this search were included, including data from the Surveillance, Epidemiology, and End Results (SEER) database, National Cancer Database (NCDB), and SEER-Medicare within the United States (US), as well as international database studies. Multiple database studies have been published regarding the role for radiotherapy in resected pancreatic cancer (n=6), the timing of additional therapy in resectable pancreatic cancer (n=4), and the role for radiotherapy and resection in locally advanced pancreatic cancer (LAPC) (n=4). Studies from both SEER and NCDB found a survival benefit to post-operative radiotherapy. In resectable pancreatic cancer, neoadjuvant treatment was found to be superior to adjuvant (NCDB). Chemoradiotherapy was found to be more beneficial than chemotherapy alone in LAPC, and patients who received highly-conformal or stereotactic body radiotherapy (SBRT) had improved survival compared to either conformal radiotherapy or chemotherapy alone. These studies also found that up to 10% of patients underwent resection, with a 90% margin-negative rate, and either one-half to one-third the risk of death of non-surgical patients. Criticism of large datasets includes lack of granularity of performance status, diagnosis, treatment, and outcomes-related data compared to properly administered prospective trials, as well as cross-over between treatment arms that cannot be accounted for, and concerns over quality of data represented. The US has witnessed a growing number of comparative effectiveness studies in pancreatic cancer. When taken together, certain themes emerge that are consistent with both single-institution data and clinical trials. These studies have also provided insight into questions not readily answerable by clinical trials. However, they require caution in interpretation.

摘要

我们试图回顾国内外已发表的关于胰腺癌的汇总数据集研究,讨论这些数据集的优缺点以及未来可能的发展方向。我们结合使用谷歌学术、PubMed和MEDLINE,搜索词为“胰腺癌”+“可切除”+“国家癌症数据库”、“胰腺癌”+“不可切除”+“国家癌症数据库”,以及更宽泛的“临界可切除胰腺癌”、“局部晚期胰腺癌”、“不可切除胰腺癌”和“可切除胰腺癌”。此次搜索得到的原始文章和摘要均被纳入,包括来自美国监测、流行病学和最终结果(SEER)数据库、国家癌症数据库(NCDB)以及SEER - 医疗保险的数据,还有国际数据库研究。关于放疗在可切除胰腺癌中的作用(n = 6)、可切除胰腺癌额外治疗的时机(n = 4)以及放疗和手术在局部晚期胰腺癌(LAPC)中的作用(n = 4),已经发表了多项数据库研究。SEER和NCDB的研究均发现术后放疗对生存有益。在可切除胰腺癌中,新辅助治疗被发现优于辅助治疗(NCDB)。在LAPC中,放化疗被发现比单纯化疗更有益,接受高剂量适形放疗或立体定向体部放疗(SBRT)的患者与接受适形放疗或单纯化疗的患者相比,生存率有所提高。这些研究还发现,高达10%的患者接受了手术切除,切缘阴性率为90%,手术患者的死亡风险是未手术患者的二分之一至三分之一。对大型数据集的批评包括,与妥善管理的前瞻性试验相比,性能状态、诊断、治疗以及与结果相关的数据缺乏粒度,治疗组之间存在无法解释的交叉,以及对所呈现数据质量的担忧。美国胰腺癌的比较疗效研究数量不断增加。综合来看,出现了一些与单机构数据和临床试验一致的主题。这些研究也为临床试验难以回答的问题提供了见解。然而,在解读时需要谨慎。

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