Cluster analysis for clinical, radiological, and histopathological profiling in chronic pulmonary graft-versus-host disease.

IF 6.1 2区 医学 Q1 MEDICINE, GENERAL & INTERNAL
Sara Piciucchi, Marco Chilosi, Giuseppe Alfano, Simone Petrarulo, Roland Barbante, Emanuela Giampalma, Claudia Ravaglia, Pier Luigi Zinzani, Venerino Poletti
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引用次数: 0

Abstract

Background: Chronic pulmonary graft-versus-host disease (Pc-GVHD) is a late non-infectious complication of allogeneic hematopoietic stem cell transplantation (HSCT). The aim of the study is to determine whether the application of the International Society for Heart and Lung Transplantation (ISHLT) criteria for chronic STUDY DESIGN AND METHODS: We conducted a retrospective observational study involving patients with hematological disorders who developed late-onset, non-infectious respiratory complications following hematopoietic stem cell transplantation (HSCT). Eligibility criteria were adapted from the guidelines of the International Society for Heart and Lung Transplantation (ISHLT). Chest CT scans were assessed for features indicative of airway disease, interstitial lung disease, and organizing pneumonia-like changes. Cluster analysis was performed using Gower distance.

Results: Of the 60 patients initially enrolled, 40 met the inclusion criteria (mean age: 45 years; range: 19-71; 47.5 % male). Pulmonary function tests demonstrated an obstructive pattern in 40 % and a restrictive pattern in 60 % of cases. Chest CT imaging identified airway abnormalities in 60 % and fibrotic-interstitial changes in 30 % of patients. Among the 12 patients with available lung histology, centrilobular pathology was observed, including bronchiolitis obliterans, organizing pneumonia, and peribronchiolar or interstitial fibrosis. Fibrotic changes were more commonly observed in patients with restrictive physiology. Cluster analysis identified two distinct phenotypic groups (silhouette index: 0.4611). Cluster 1 (n = 16) was characterized by obstructive physiology, airway-predominant disease, and limited parenchymal fibrosis. Cluster 2 (n = 24) exhibited restrictive physiology, extensive fibrotic interstitial involvement, and coexisting airway disease. Patients in the restrictive group tended to be younger at the time of HSCT and showed more severe fibrotic changes on both imaging and histology (p < 0.05). Features consistent with organizing pneumonia were similarly distributed between the two clusters.

Conclusions: Our findings suggest a substantial overlap between airway and interstitial lung disease phenotypes in late-onset Pc-GVHD, supporting a continuum within its pulmonary manifestations and potentially refining disease classification and management.

慢性肺移植物抗宿主病的临床、放射学和组织病理学分析。
背景:慢性肺移植物抗宿主病(Pc-GVHD)是异基因造血干细胞移植(HSCT)的晚期非感染性并发症。本研究的目的是确定国际心肺移植学会(ISHLT)标准是否适用于慢性研究设计和方法:我们进行了一项回顾性观察性研究,涉及造血干细胞移植(HSCT)后出现迟发性非感染性呼吸系统并发症的血液系统疾病患者。入选标准改编自国际心肺移植学会(ISHLT)的指南。胸部CT扫描评估指示气道疾病、间质性肺疾病和组织肺炎样改变的特征。采用高尔距离进行聚类分析。结果:在最初纳入的60例患者中,40例符合纳入标准(平均年龄:45岁;范围:19 - 71;47.5%男性)。肺功能检查显示40%的病例为阻塞性,60%的病例为限制性。胸部CT成像发现60%的患者有气道异常,30%的患者有纤维间质改变。在12例有肺组织学资料的患者中,观察到小叶中心病变,包括闭塞性细支气管炎、组织性肺炎、细支气管周围或间质纤维化。纤维化改变更常见于限制性生理的患者。聚类分析鉴定出两个不同的表型组(剪影指数:0.4611)。第1组(n = 16)的特征是梗阻性生理、气道显性疾病和有限的实质纤维化。集群2 (n = 24)表现出限制性生理,广泛的纤维化间质受累,并存气道疾病。限制性组患者在HSCT时更年轻,影像学和组织学表现出更严重的纤维化改变(p < 0.05)。与组织性肺炎相一致的特征在两个群集之间的分布相似。结论:我们的研究结果表明,迟发性Pc-GVHD患者的气道和间质性肺疾病表型之间存在大量重叠,支持其肺部表现的连续性,并可能改善疾病的分类和管理。
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来源期刊
European Journal of Internal Medicine
European Journal of Internal Medicine 医学-医学:内科
CiteScore
9.60
自引率
6.20%
发文量
364
审稿时长
20 days
期刊介绍: The European Journal of Internal Medicine serves as the official journal of the European Federation of Internal Medicine and is the primary scientific reference for European academic and non-academic internists. It is dedicated to advancing science and practice in internal medicine across Europe. The journal publishes original articles, editorials, reviews, internal medicine flashcards, and other relevant information in the field. Both translational medicine and clinical studies are emphasized. EJIM aspires to be a leading platform for excellent clinical studies, with a focus on enhancing the quality of healthcare in European hospitals.
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