临床诺莫图帮助区分与青少年皮肤肌肉炎相关的间歇性肺病
Minfei Hu1, Chencong Shen1, Fei Zheng1
1Department of Rheumatology Immunology & Allergy Medicine, The Children's Hospital, Zhejiang Univesity School of Medicine, National Clinical Research Center for Child Health, Hangzhou, 310003, PR China.
Respiratory research
|November 17, 2023
概括
使用非侵入性临床特征的新预测模型可以帮助早期识别具有间歇性肺部疾病 (JDM-ILD) 的青少年皮肤肌炎. 该模型有助于临床评估和预测JDM-ILD患者的长期预后.
科学领域:
- 儿科风湿病学 儿科风湿病学
- 肺部病理学 肺部病理学
- 医疗信息学 医疗信息学
背景情况:
- 青少年皮肤肌炎 (JDM) 是一种自身免疫性疾病,可以影响肺部.
- 间歇性肺病 (ILD) 是JDM的一个严重并发症,影响预后.
- 对JDM-ILD的早期和准确的歧视对于及时干预至关重要.
研究的目的:
- 利用非侵入性临床特征开发一个用于早期歧视JDM-ILD的预测模型.
- 在JDM-ILD中建立一个风险分层和预后预测工具.
主要方法:
- 从儿科JDM患者的临床数据的回顾性分析.
- 机器学习技术的应用,以确定预测因素.
- 开发和验证基于名ogram的风险预测模型.
主要成果:
- 这项研究包括93名患有JDM的儿科患者.
- 与JDM-ILD相关的因素包括ESR升高,IL-10水平和MDA-5抗体.
- 在发现 (AUC=0.736) 和验证 (AUC=0.792) 队列中,开发的名图显示出有利的歧视.
- 较高的诺姆图谱得分与疾病进展风险增加有关.
结论:
- 基于ESIM预测模型的诺米图是JDM-ILD临床评估的宝贵工具.
- 该模型有助于预测JDM-ILD的长期预后.
- 非侵入性临床特征可以有效预测JDM-ILD的发展和进展.
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