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基于电子健康记录数据源的真实世界肿瘤反应评估:化疗治疗转移性非小细胞肺癌患者的可行性分析。

Evaluation of Real-World Tumor Response Derived From Electronic Health Record Data Sources: A Feasibility Analysis in Patients With Metastatic Non-Small Cell Lung Cancer Treated With Chemotherapy.

机构信息

Friends of Cancer Research, Washington, DC.

American Society of Clinical Oncology, Alexandria, VA.

出版信息

JCO Clin Cancer Inform. 2024 Aug;8:e2400091. doi: 10.1200/CCI.24.00091.

Abstract

PURPOSE

Real-world data (RWD) holds promise for ascribing a real-world (rw) outcome to a drug intervention; however, ascertaining rw-response to treatment from RWD can be challenging. Friends of Cancer Research formed a collaboration to assess available data attributes related to rw-response across RWD sources to inform methods for capturing, defining, and evaluating rw-response.

MATERIALS AND METHODS

This retrospective noninterventional (observational) study included seven electronic health record data companies (data providers) providing summary-level deidentified data from 200 patients diagnosed with metastatic non-small cell lung cancer (mNSCLC) and treated with first-line platinum doublet chemotherapy following a common protocol. Data providers reviewed the availability and frequency of data components to assess rw-response (ie, images, radiology imaging reports, and clinician response assessments). A common protocol was used to assess and report rw-response end points, including rw-response rate (rwRR), rw-duration of response (rwDOR), and the association of rw-response with rw-overall survival (rwOS), rw-time to treatment discontinuation (rwTTD), and rw-time to next treatment (rwTTNT).

RESULTS

The availability and timing of clinician assessments was relatively consistent across data sets in contrast to images and image reports. Real-world response was analyzed using clinician response assessments (median proportion of patients evaluable, 77.5%), which had the highest consistency in the timing of assessments. Relative consistency was observed across data sets for rwRR (median 46.5%), as well as the median and directionality of rwOS, rwTTD, and rwTTNT. There was variability in rwDOR across data sets.

CONCLUSION

This collaborative effort demonstrated the feasibility of aligning disparate data sources to evaluate rw-response end points using clinician-documented responses in patients with mNSCLC. Heterogeneity exists in the availability of data components to assess response and related rw-end points, and further work is needed to inform drug effectiveness evaluation within RWD sources.

摘要

目的

真实世界数据(RWD)有望将药物干预的真实世界(rw)结果归因于药物干预;然而,从 RWD 中确定对治疗的 rw 反应可能具有挑战性。癌症研究之友(Friends of Cancer Research)成立了一个合作组织,以评估与 RWD 来源的 rw 反应相关的现有数据属性,为捕获、定义和评估 rw 反应的方法提供信息。

材料和方法

这项回顾性非干预性(观察性)研究包括 7 家电子健康记录数据公司(数据提供方),这些公司提供了 200 名转移性非小细胞肺癌(mNSCLC)患者的汇总级匿名数据,这些患者按照一个共同的方案接受了一线铂类双药化疗。数据提供方审查了数据成分的可用性和频率,以评估 rw 反应(即图像、放射学成像报告和临床医生的反应评估)。使用共同的方案评估和报告 rw 反应终点,包括 rw 反应率(rwRR)、rw 反应持续时间(rwDOR)以及 rw 反应与 rw 总生存(rwOS)、rw 治疗停药时间(rwTTD)和 rw 下一治疗时间(rwTTNT)的关系。

结果

与图像和图像报告相比,临床医生评估的可用性和时间在数据集中相对一致。使用临床医生的反应评估分析了真实世界的反应(可评估患者的中位数比例为 77.5%),评估的时间一致性最高。在数据集中,rwRR 的中位数为 46.5%,rwOS、rwTTD 和 rwTTNT 的中位数和方向也具有相对一致性。在数据集中,rwDOR 存在差异。

结论

这项合作努力证明了通过使用 mNSCLC 患者的临床医生记录的反应来对齐不同的数据源以评估 rw 反应终点是可行的。评估反应和相关 rw 终点的数据成分的可用性存在差异,需要进一步工作为 RWD 来源中的药物有效性评估提供信息。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/46f2/11371119/f5b8d1ef0f47/cci-8-e2400091-g001.jpg

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