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新加坡非特发性肺纤维化间质性肺疾病队列中的聚类表型

Cluster phenotypes in a non-idiopathic pulmonary fibrosis fibrotic interstitial lung diseases cohort in Singapore.

作者信息

Kam Michelle Li Wei, Tiew Pei Yee, Chai Hui Zhong, Low Su Ying

机构信息

Department of Respiratory and Critical Care Medicine, Singapore General Hospital, Singapore.

Lee Kong Chian School of Medicine, Nanyang Technological University, Singapore.

出版信息

J Thorac Dis. 2022 Jul;14(7):2481-2492. doi: 10.21037/jtd-22-40.

Abstract

BACKGROUND

Non-idiopathic pulmonary fibrosis fibrosing interstitial lung diseases (F-ILDs) may demonstrate a progressive disease trajectory similar to idiopathic pulmonary fibrosis (IPF). We aimed to identify novel F-ILD phenotypes in a multi-ethnic South-East Asian population.

METHODS

F-ILD subjects (n=201) were analysed using unsupervised hierarchical cluster analysis and their outcomes compared against IPF (n=86).

RESULTS

Four clusters were identified. Cluster 1 (n=53, 26.4%) comprised older Chinese males with high body mass index (BMI) and comorbidity burden, higher baseline forced vital capacity (FVC) percentage predicted and lower diffusing capacity of the lung for carbon monoxide (DLCO) percentage predicted. They had similar mortality to IPF. Cluster 2 (n=67, 33.3%) had younger female non-smokers with low comorbidity burden, groundglass changes on high-resolution chest computed tomography (HRCT) and a positive anti-nuclear antibody (ANA) titre ≥1:160. They had lower baseline FVC and higher DLCO, low mortality and slower lung function decline. Cluster 3 (n=42, 20.9%) consisted male smokers with low comorbidity burden, emphysema on HRCT and high baseline lung function. They had low mortality and slow lung function decline. Cluster 4 (n=39, 19.4%) was the highest risk and comprised of mainly Indians with high BMI. They had the highest proportion of ischemic heart disease (IHD) and previous pulmonary tuberculosis. Subjects had the lowest baseline lung function, highest mortality, and fastest lung function decline. Survival differences across clusters remained significant following adjustment for treatment.

CONCLUSIONS

We identified four distinct F-ILD clinical phenotypes with varying disease trajectories. This demonstrates heterogeneity in F-ILD and the need for complementary approaches for classification and prognostication beyond ATS/ERS guideline diagnosis.

摘要

背景

非特发性肺纤维化的纤维化间质性肺疾病(F-ILDs)可能呈现出与特发性肺纤维化(IPF)相似的疾病进展轨迹。我们旨在识别东南亚多民族人群中的新型F-ILD表型。

方法

对F-ILD受试者(n = 201)进行无监督分层聚类分析,并将其结果与IPF受试者(n = 86)进行比较。

结果

识别出四个聚类。聚类1(n = 53,26.4%)包括年龄较大、体重指数(BMI)较高且合并症负担较重的中国男性,基线用力肺活量(FVC)预测百分比较高,而肺一氧化碳弥散量(DLCO)预测百分比较低。他们的死亡率与IPF相似。聚类2(n = 67,33.3%)为年轻的非吸烟女性,合并症负担较轻,高分辨率胸部计算机断层扫描(HRCT)显示磨玻璃样改变,抗核抗体(ANA)滴度≥1:160阳性。他们的基线FVC较低,DLCO较高,死亡率较低,肺功能下降较慢。聚类3(n = 42,20.9%)由合并症负担较轻的男性吸烟者组成,HRCT显示有肺气肿,基线肺功能较高。他们的死亡率较低,肺功能下降较慢。聚类4(n = 39,19.4%)风险最高,主要由BMI较高的印度人组成。他们缺血性心脏病(IHD)和既往肺结核的比例最高。受试者的基线肺功能最低,死亡率最高,肺功能下降最快。调整治疗后,各聚类间的生存差异仍然显著。

结论

我们识别出四种具有不同疾病轨迹的F-ILD临床表型。这表明F-ILD存在异质性,除了美国胸科学会/欧洲呼吸学会指南诊断外,还需要补充方法进行分类和预后评估。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d61d/9344411/d6046e20fd16/jtd-14-07-2481-f1.jpg

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