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肺抗中性粒细胞胞浆抗体相关血管炎的综合特征及死亡率预测列线图的构建

Comprehensive characteristics of pulmonary antineutrophil cytoplasmic antibody-associated vasculitis and the development of a predictive nomogram for mortality.

作者信息

Qi Min, Tang Yongjiang, Zhou Haixia, Wang Maoyun, Yi Qun, Liang Zongan, He Jian-Qing

机构信息

Department of Pulmonary and Critical Care Medicine, West China Hospital, Sichuan University, Chengdu 610041, People's Republic of China; State Key Laboratory of Respiratory Health and Multimorbidity, West China Hospital, Sichuan University, Chengdu 610041, People's Republic of China.

Department of Pulmonary and Critical Care Medicine, West China Hospital, Sichuan University, Chengdu 610041, People's Republic of China; Sichuan Cancer Hospital, University of Electronic Science and Technology of China, Chengdu, People's Republic of China.

出版信息

Int Immunopharmacol. 2025 Feb 6;147:113986. doi: 10.1016/j.intimp.2024.113986. Epub 2025 Jan 3.

DOI:10.1016/j.intimp.2024.113986
PMID:39755109
Abstract

OBJECTIVES

Antineutrophil cytoplasmic antibody (ANCA) associated vasculitis (AAV) is a rare and potential devastating disease with high mortality, frequently with pulmonary involvement. Our study aimed to explore the pulmonary features of AAV and identify predictors of long-term survival.

METHODS

We retrospectively analyzed 538 AAV patients diagnosed between January 2013 and July 2019, with follow-up data extending to August 2020. The Least absolute shrinkage and selection operator (LASSO) regression analysis was employed to identify variables predictive of mortality. Subsequently, a nomogram was developed, with its predictive accuracy and discrimination assessed by the concordance index and calibration curves, respectively.

RESULTS

A total of 460 (85.5 %) AAV patients presented with pulmonary involvement. The mortality was 36.8 %. Patients with pulmonary involvement more frequently exhibited respiratory symptoms, predominantly interstitial lung disease on radiographs, and were at higher risk for respiratory failure, diffuse alveolar hemorrhage, mechanic ventilation and death (All P < 0.05). The LASSO regression pinpointed 16 predictors of mortality, and the predictive model demonstrated an area under the curve of 0.810. The nomogram, based on these variables, achieved a concordance index of 0.825, with calibration curve indicating excellent predictive agreement.

CONCLUSION

The study establishes a predictive model for AAV mortality with high accuracy, offering insights crucial for patient care. Pulmonary involvement, prevalent and linked to higher mortality, underscores the need for precise predictive tools in AAV management.

摘要

目的

抗中性粒细胞胞浆抗体(ANCA)相关性血管炎(AAV)是一种罕见且可能具有毁灭性的疾病,死亡率高,常累及肺部。我们的研究旨在探讨AAV的肺部特征并确定长期生存的预测因素。

方法

我们回顾性分析了2013年1月至2019年7月期间诊断的538例AAV患者,随访数据截至2020年8月。采用最小绝对收缩和选择算子(LASSO)回归分析来确定死亡率的预测变量。随后,绘制了列线图,并分别通过一致性指数和校准曲线评估其预测准确性和区分度。

结果

共有460例(85.5%)AAV患者出现肺部受累。死亡率为36.8%。肺部受累的患者更常出现呼吸道症状,胸部X线片主要表现为间质性肺疾病,且呼吸衰竭、弥漫性肺泡出血、机械通气和死亡风险更高(所有P<0.05)。LASSO回归确定了16个死亡率预测因素,预测模型的曲线下面积为0.810。基于这些变量的列线图一致性指数为0.825,校准曲线显示预测一致性良好。

结论

本研究建立了一个高精度的AAV死亡率预测模型,为患者护理提供了关键见解。肺部受累常见且与较高死亡率相关,强调了在AAV管理中需要精确的预测工具。

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