磁共振成像估计的CT肺气肿亚型和心脏血流动力学:MESA COPD研究。

IF 8.6 1区 医学 Q1 CRITICAL CARE MEDICINE Chest Pub Date : 2025-08-01 Epub Date: 2025-03-27 DOI:10.1016/j.chest.2025.03.009
Emilia A Hermann, Jesse X Yang, Elsa Angelini, Pallavi Balte, David A Bluemke, James Carr, Katja Derlin, Antoinette S Gomes, Mohammadali Habibi, Eric A Hoffman, Chris Johns, Steven M Kawut, David G Kiely, Andrew Laine, Joao A C Lima, Martin R Prince, Benjamin Smith, Jens Vogel-Claussen, Karol Watson, Jim M Wild, Andrew J Swift, R Graham Barr
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引用次数: 0

摘要

背景:慢性阻塞性肺疾病(COPD)传统上与肺动脉高压相关,但针对COPD患者肺动脉压升高(PAP)的治疗在很大程度上失败了,可能是由于对疾病亚表型的了解不完整。研究问题:新的、机器学习的计算机断层扫描(CT)肺气肿亚型是否与特定的心脏血流动力学特征相关?研究设计和方法:MESA(多民族动脉粥样硬化研究)COPD研究招募了年龄在50-79岁、吸烟≥10包年、无临床心血管疾病的有或无COPD的参与者,主要来自MESA和肺癌筛查队列。COPD和COPD严重程度由标准肺活量测定标准定义。在一项独立研究中,通过无监督机器学习来定义CT肺气肿亚型,并在胸部CT上进行标记。血流动力学估计心脏磁共振成像使用验证方程。线性回归模型由抽样逆概率加权,并对潜在混杂因素进行调整。结果:300名参与者的平均年龄为68±7岁,60%为男性,28%目前吸烟,47%患有COPD, 45%为轻度,41%为中度。更严重的COPD与较低的肺动脉楔压(ePAWP;p-trend=0.02)和更大的肺血管阻力(ePVR;p-trend=0.03),但没有估计PAP (ePAP;p-trend = 0.83)。只有合并支气管炎-根尖肺气肿亚型与较高的ePAP相关(1.08 mmHg/10%, 95% CI 0.40, 1.75)。弥漫性肺气肿亚型与较低的ePAWP (-0.49 mmHg/10%, 95% CI: -0.75, -0.24)和较高的ePVR (0.36 Wood单位/10%,95% CI: 0.10, 0.61)相关。解释:在这项以轻中度COPD为主的病例对照研究中,较高的ePAP是支气管炎-根尖合并肺气肿亚型所特有的,而弥漫性肺气肿亚型和COPD严重程度与较低的ePAWP和较高的ePVR相关。CT肺气肿亚型的发现为心肺功能障碍的治疗干预提供了更精确的途径。
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CT Emphysema Subtypes and Cardiac Hemodynamics Estimated on MRI: The Multi-Ethnic Study of Atherosclerosis COPD Study.

Background: COPD is traditionally associated with pulmonary hypertension, but treatments targeting elevated pulmonary artery pressure in COPD have largely failed, possibly due to an incomplete understanding of subphenotypes of the disease.

Research question: Are novel machine-learned CT emphysema subtypes associated with specific cardiac hemodynamic profiles?

Study design and methods: The Multi-Ethnic Study of Atherosclerosis (MESA) COPD Study recruited participants with and without COPD aged 50 to 79 years with ≥ 10 pack-years of smoking and without clinical cardiovascular disease, predominantly from MESA and a lung cancer screening cohort. COPD and COPD severity were defined by standard spirometric criteria. CT emphysema subtypes were defined by unsupervised machine learning in an independent study and labeled on chest CT scans. Hemodynamics were estimated on cardiac MRI using validated equations. Linear regression models were weighted by the inverse probability of sampling and adjusted for potential confounders.

Results: The mean age of the 300 participants was 68 ± 7 years, 60% were male, 28% currently smoked, and 47% had COPD (45% of mild and 41% of moderate severity). More severe COPD was associated with lower estimated pulmonary arterial wedge pressure (ePAWP; P trend = .02) and greater estimated pulmonary vascular resistance (ePVR; P trend = .03) but not estimated pulmonary artery pressure (ePAP; P trend = 0.83). Only the combined bronchitic-apical emphysema subtype was associated with greater ePAP (1.08 mm Hg/10%; 95% CI, 0.40-1.75). The diffuse emphysema subtype was associated with lower ePAWP (-0.49 mm Hg/10%; 95% CI, -0.75 to -0.24) and greater ePVR (0.36 Wood units/10%; 95% CI, 0.10-0.61).

Interpretation: In this case-control study of predominantly mild-moderate COPD, greater ePAP was specific to the combined bronchitic-apical emphysema subtype whereas the diffuse emphysema subtype and COPD severity were associated with lower ePAWP and greater ePVR. The CT emphysema subtype findings suggest more precise avenues to therapeutic interventions in cardiopulmonary dysfunction.

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来源期刊
Chest
Chest 医学-呼吸系统
CiteScore
13.70
自引率
3.10%
发文量
3369
审稿时长
15 days
期刊介绍: At CHEST, our mission is to revolutionize patient care through the collaboration of multidisciplinary clinicians in the fields of pulmonary, critical care, and sleep medicine. We achieve this by publishing cutting-edge clinical research that addresses current challenges and brings forth future advancements. To enhance understanding in a rapidly evolving field, CHEST also features review articles, commentaries, and facilitates discussions on emerging controversies. We place great emphasis on scientific rigor, employing a rigorous peer review process, and ensuring all accepted content is published online within two weeks.
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