GAP模型在类风湿关节炎相关间质性肺疾病患者中的表现。

The performance of the GAP model in patients with rheumatoid arthritis associated interstitial lung disease.

作者信息

Morisset Julie, Vittinghoff Eric, Lee Bo Young, Tonelli Roberto, Hu Xiaowen, Elicker Brett M, Ryu Jay H, Jones Kirk D, Cerri Stefania, Manfredi Andreina, Sebastiani Marco, Gross Andrew J, Ley Brett, Wolters Paul J, King Talmadge E, Kim Dong Soon, Collard Harold R, Lee Joyce S

机构信息

Department of Medicine, University of California, San Francisco, CA, USA.

Department of Epidemiology and Biostatistics, University of California, San Francisco, CA, USA.

出版信息

Respir Med. 2017 Jun;127:51-56. doi: 10.1016/j.rmed.2017.04.012. Epub 2017 Apr 22.

Abstract

BACKGROUND

Rheumatoid arthritis-associated interstitial lung disease (RA-ILD) is associated with significant morbidity and mortality. Similarities have been observed between patients with idiopathic pulmonary fibrosis (IPF) and the UIP (usual interstitial pneumonia) form of RA-ILD. The GAP (gender, age, physiology) model has been shown to predict mortality in patients with IPF, but its ability to predict mortality in RA-ILD is not known.

METHODS

We identified 309 patients with RA-ILD at 4 academic centers with ongoing longitudinal cohorts of patients with ILD. The primary endpoint was mortality. To handle missing data (n = 219 subjects with complete dataset), multiple imputation by iterative chained equations was used. Using the GAP model as a baseline, we assessed improvements in mortality risk prediction achieved by incorporating additional variables. Model discrimination was assessed using the c-index, and calibration was checked by comparing observed and expected incidence of death.

RESULTS

Patients had a mean age of 65 years and were predominantly female (54%). The mean forced vital capacity (FVC) % predicted was 73 and the mean diffusing capacity for carbon monoxide (DL) % predicted was 55. Twenty-four percent of the 236 patients with a high-resolution computed tomography scan available for review had a definite UIP pattern. The original GAP model, including gender, age, FVC%, and DL%, had a c-index of 0.746 in our cohort. Calibration of this model was satisfactory at 1, 2 and 3 years. Model discrimination was not meaningfully improved by adding other clinical variables.

CONCLUSION

The GAP model that was derived for IPF performs similarly as a mortality risk prediction tool in RA-ILD.

摘要

背景

类风湿关节炎相关间质性肺疾病(RA-ILD)与显著的发病率和死亡率相关。特发性肺纤维化(IPF)患者与RA-ILD的UIP(普通型间质性肺炎)形式之间存在相似之处。GAP(性别、年龄、生理学)模型已被证明可预测IPF患者的死亡率,但其预测RA-ILD患者死亡率的能力尚不清楚。

方法

我们在4个学术中心确定了309例RA-ILD患者,这些中心有持续的ILD患者纵向队列。主要终点是死亡率。为处理缺失数据(n = 219名有完整数据集的受试者),采用了迭代链式方程多重填补法。以GAP模型作为基线,我们评估了纳入其他变量后在死亡率风险预测方面的改善。使用c指数评估模型辨别力,并通过比较观察到的和预期的死亡发生率来检查校准情况。

结果

患者的平均年龄为65岁,以女性为主(54%)。预测的平均用力肺活量(FVC)%为73,预测的平均一氧化碳弥散量(DL)%为55。在236例可进行高分辨率计算机断层扫描复查的患者中,24%有明确的UIP模式。原始的GAP模型,包括性别、年龄、FVC%和DL%,在我们的队列中的c指数为0.746。该模型在1年、2年和3年时的校准情况良好。添加其他临床变量后,模型辨别力没有得到有意义的改善。

结论

为IPF推导的GAP模型在RA-ILD中作为死亡率风险预测工具的表现相似。

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