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基于特发性肺纤维化风险预测模型预测系统性硬化症相关间质性肺病的死亡率。

Predicting Mortality in Systemic Sclerosis-Associated Interstitial Lung Disease Using Risk Prediction Models Derived From Idiopathic Pulmonary Fibrosis.

机构信息

Department of Medicine, The University of British Columbia, Vancouver, BC, Canada.; Centre for Heart Lung Innovation, The University of British Columbia, Vancouver, BC, Canada..

Department of Medicine, The University of British Columbia, Vancouver, BC, Canada.

出版信息

Chest. 2015 Nov;148(5):1268-1275. doi: 10.1378/chest.15-0003.

DOI:10.1378/chest.15-0003
PMID:25996795
Abstract

BACKGROUND

Mortality risk prediction tools have been developed in idiopathic pulmonary fibrosis, however, it is unknown whether these models accurately estimate mortality in systemic sclerosis-associated interstitial lung disease (SSc-ILD).

METHODS

Four baseline risk prediction models--the Composite Physiologic Index, the Interstitial Lung Disease-Gender, Age, Physiology Index, the du Bois index, and the modified du Bois index--were calculated for patients recruited from a specialized SSc-ILD clinic. Each baseline model was assessed using logistic regression analysis with 1-year mortality as the outcome variable. Discrimination was quantified using the area under the receiver operating characteristic curve. Calibration was assessed using the goodness-of-fit test. The incremental prognostic ability of additional predictor variables was determined by adding prespecified variables to each baseline model.

RESULTS

The 156 patients with SSc-ILD completed 1,294 pulmonary function tests, 725 6-min walk tests, and 637 echocardiograms. Median survival was 15.0 years from the time of SSc-ILD diagnosis. All baseline models were significant predictors of 1-year mortality in SSc-ILD. The modified du Bois index had an area under the receiver operating characteristic curve of 0.84, compared with 0.77 to 0.81 in the other models. Calibration was acceptable for the modified du Bois index, but was poor for the other models. All baseline models include FVC and 6-min walk distance was identified as an additional independent predictor of 1-year mortality.

CONCLUSIONS

The modified du Bois index has good discrimination and calibration for the prediction of 1-year mortality in SSc-ILD. FVC and 6-min walk distance are important independent predictors of 1-year mortality in SSc-ILD.

摘要

背景

已经开发出用于特发性肺纤维化的死亡率风险预测工具,但尚不清楚这些模型是否能准确估计系统性硬皮病相关间质性肺病(SSc-ILD)的死亡率。

方法

为从专门的 SSc-ILD 诊所招募的患者计算了四个基线风险预测模型-综合生理指数、间质性肺疾病-性别、年龄、生理指数、du Bois 指数和改良 du Bois 指数。每个基线模型都使用逻辑回归分析进行评估,以 1 年死亡率作为结局变量。使用接受者操作特征曲线下面积来量化判别能力。使用拟合优度检验评估校准情况。通过向每个基线模型添加预设变量来确定额外预测变量的增量预后能力。

结果

156 例 SSc-ILD 患者完成了 1294 次肺功能检查、725 次 6 分钟步行试验和 637 次超声心动图检查。从 SSc-ILD 诊断到中位生存时间为 15.0 年。所有基线模型均为 SSc-ILD 1 年死亡率的显著预测因素。改良 du Bois 指数的受试者工作特征曲线下面积为 0.84,而其他模型为 0.77 至 0.81。改良 du Bois 指数的校准情况可接受,但其他模型的校准情况较差。所有基线模型均包括 FVC,6 分钟步行距离被确定为 SSc-ILD 1 年死亡率的另一个独立预测因素。

结论

改良 du Bois 指数对 SSc-ILD 1 年死亡率的预测具有良好的判别力和校准能力。FVC 和 6 分钟步行距离是 SSc-ILD 1 年死亡率的重要独立预测因素。

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