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Can routine data be used to support cancer clinical trials? A historical baseline on which to build: retrospective linkage of data from the TACT (CRUK 01/001) breast cancer trial and the National Cancer Data Repository

机译:常规数据可用于支持癌症临床试验吗?建立的历史基线:TACT(CRUK 01/001)乳腺癌试验和国家癌症数据存储库中数据的回顾性关联

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Randomised clinical trials (RCTs) are the gold standard for evaluating new cancer treatments. They are, however, expensive to conduct, particularly where long-term follow-up of participants is required. Tracking participants via routine datasets could provide a cost-effective alternative for ascertaining follow-up information required to evaluate disease outcomes. This project explores the potential for routine data to inform cancer trials, using, the historical National Cancer Data Repository (NCDR) for English NHS sites and, for validation, mature data available from the TACT trial. Datasets were matched using patients’ NHS number, date of birth (dob) and name/initials. Demographics, clinical characteristics and outcomes were assessed for agreement and completeness. Overall survival was compared between NCDR and TACT. A total of 3151 patients underwent linkage; 3047 (96.7%) of which had matched records. Extensive cleaning was required for some registry data fields, e.g. cause of death, whilst others had large amounts of missing data, e.g. tumour size (22.1%). Other data had high levels of matching such as dob (99.6%) and date of death (89.6%). There was no evidence of differential survival rates (8-year survival: TACT?=?75% (95% CI 73, 76); NCDR?=?76% (95% CI 74, 77)). Data quality and completeness requires improvement before routine data could be used for RCTs. Introduction of new routine datasets, including COSD, is welcomed although reporting of disease-recurrence events remains a concern. Prospective validation of such datasets is required before RCTs can confidently switch patient follow-up to utilise routinely collected NHS-based data. Clinicaltrials.gov NCT00033683 , registered on 9 April 2002; ISRCTN79718493 , registered on 1 July 2001.
机译:随机临床试验(RCT)是评估新的癌症治疗方法的金标准。但是,这样做的成本很高,特别是在需要参与者长期随访的情况下。通过常规数据集跟踪参与者可以为确定评估疾病结果所需的后续信息提供一种经济有效的选择。该项目利用英国NHS站点的历史国家癌症数据存储库(NCDR)以及TACT试验可获得的成熟数据,探索了常规数据为癌症试验提供信息的潜力。使用患者的NHS编号,出生日期(dob)和姓名/姓名首字母对数据集进行匹配。评估人口统计学,临床特征和结局的一致性和完整性。比较了NCDR和TACT的总生存期。共有3151例患者进行了联系; 3047(96.7%)具有相匹配的记录。某些注册表数据字段需要全面清理,例如导致死亡的原因,而其他人则有大量丢失的数据,例如肿瘤大小(22.1%)。其他数据具有很高的匹配度,例如dob(99.6%)和死亡日期(89.6%)。没有证据表明存在不同的生存率(8年生存率:TACT≥75%(95%CI 73,76);NCDR≥76%(95%CI 74,77)。数据质量和完整性需要改进,然后才能将常规数据用于RCT。欢迎引入新的常规数据集,包括COSD,尽管仍然需要关注疾病复发事件的报告。在RCT可以放心地对患者进行随访以利用常规收集的基于NHS的数据之前,需要对此类数据集进行前瞻性验证。 Clinicaltrials.gov NCT00033683,于2002年4月9日注册; ISRCTN79718493,于2001年7月1日注册。

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