开发和验证影响类风湿性关节炎与间歇性肺病相关的预测因素
Wenyi Zhou1, Yeying Yang1, Li Su2
1Longhua Hospital Affiliated to Shanghai University of Traditional Chinese Medicine, Shanghai, 200032, China.
Clinical rheumatology
|December 26, 2024
概括
这项研究确定了与类风湿性关节炎相关的间歇性肺病 (RA-ILD) 的关键风险因素,包括年龄和吸烟. 开发了一种新的预测模型,以帮助早期识别RA-ILD.
科学领域:
- 类风湿病学 类风湿病学
- 肺部病理学 肺部病理学
- 医疗信息学 医疗信息学
背景情况:
- 类风湿性关节炎相关的间歇性肺病 (RA-ILD) 是类风湿性关节炎 (RA) 的重要并发症.
- 识别风险因素和开发RA-ILD的预测工具对于早期诊断和管理至关重要.
研究的目的:
- 为了确定RA-ILD发病的关键风险因素.
- 开发和验证一个新的RA-ILD风险预测模型.
主要方法:
- 对459名RA患者进行了回顾性队列研究.
- 数据收集包括人口统计,临床特征,TCM综合征,实验室结果和药物史.
- 机器学习模型用于风险预测和验证.
主要成果:
- RA-ILD的发生率为42.70%.
- 确定了独立的风险因素:晚年,吸烟,DAS28升高,先进的放射性关节分期,高CCP状态和甲状腺素治疗.
- 激素治疗显示出一种保护作用. 开发的RA-ILD预测模型实现了0.8914.的AUC.
结论:
- 确定了RA-ILD发病的主要风险因素.
- 开发的RA-ILD名谱模型证明了RA患者早期识别和风险预测的实用性.
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