在患有食道癌症的患者中开发和验证术后逆流的早期预警模型
Xueying Sun1, Lirong Wei1, Yuqing Zhao1
1Esophageal Oncology Department, Tianjin Medical University Cancer Institute & Hospital, National Clinical Research Center for Cancer, Tianjin's Clinical Research Center for Cancer, Key Laboratory of Cancer Prevention and Therapy, Tianjin, China.
Asia-Pacific journal of oncology nursing
|August 20, 2025
概括
这项研究开发了一种预测模型,用于评估食道癌患者的术后逆流风险. 该模型表现良好,有助于早期风险识别和干预.
科学领域:
- 癌症学
- 胃肠病学
- 医疗信息学
背景情况:
- 在患有食道癌症的患者中,术后逆流是很重要的问题.
- 早期识别有风险的患者对于及时干预和改善结果至关重要.
研究的目的:
- 开发和验证一个预测模型来评估患有食道癌症的术后逆流风险.
- 为临床医生提供早期风险分层和个性化管理的工具.
主要方法:
- 通过对278名患者的逻辑回归分析构建了一个预测模型.
- 在120名患者的独立队列中进行了外部验证.
- 模型的性能使用区分 (AUC),校准 (bootstrap resamples) 和合适度 (Hosmer-Lemeshow测试) 进行了评估.
主要成果:
- 在模拟队列中,术后逆流的发生率为36. 3%.
- 该模型具有良好的分辨能力,AUC为0.813 (建模) 和0.820 (验证).
- 在两组中都确认了可接受的适合性和校准.
结论:
- 开发的早期预警模型显示了食道癌患者手术后逆流风险的可接受预测性能.
- 该模型可以帮助临床医生进行早期风险评估和个性化干预.
- 在广泛临床实施之前,建议进行进一步的外部验证.
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