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改善对肉瘤患者的诊断和护理:现实世界的全科医生数据和前性数据收集在临床试验旁边有位置吗?
Emily I Holthuis1, Marianne J Heins2, Winan J van Houdt3
1Medical Oncology Department, NKI-AVL-Netherlands Cancer Institute/Antoni van Leeuwenhoek Hospital, Amsterdam, the Netherlands.
JCO clinical cancer informatics
|July 1, 2024
概括
现实世界数据 (RWD) 可以通过提供超出临床试验的证据来增强肉瘤研究,特别是对于罕见癌症. 在整个患者旅程中利用RWD提供了有价值的见解,尽管数据质量存在挑战.
科学领域:
- 在瘤学瘤学.
- 数据科学数据科学数据科学
- 临床研究 临床研究
背景情况:
- 随机对照试验 (RCT) 在罕见恶性瘤 (如肉瘤) 中面临局限性,原因是患者人数较少.
- 现实世界数据 (RWD) 提供了一种补充方法,用于收集临床相关问题的证据.
- 在RCT中的挑战包括及时性,合作者管理和实现统计能力.
研究的目的:
- 探索RWD在为肉瘤研究产生真实世界的证据 (RWE) 的潜力.
- 审查RWD在瘤护理的整个患者旅程中的应用.
- 突出在这个领域使用RWD的好处和挑战.
主要方法:
- 这篇叙事综述综合了关于RWD在肉瘤中的应用现有的文献.
- 检查了电子健康记录 (EHR) 用于预诊断症状分析的使用.
- 讨论将RWD与治疗有效性的观察性研究相结合.
主要成果:
- RWD,特别是EHR,可以追踪预诊症状和咨询模式.
- RWD有助于理解短期和长期治疗对幸存者的影响.
- 整合RWD的替代研究设计可以解决罕见瘤传统RCT的局限性.
结论:
- RWD具有很大的潜力,可以在肉瘤研究中产生有价值的RWE.
- 它可以弥合证据差距,改善患者护理,尽管数据质量和隐私问题存在.
- 适应包含RWD的新研究设计对于推进肉瘤治疗和理解至关重要.
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