UNRAVELING THE LUNG VASCULAR REMODELING IN PULMONARY HYPERTENSION USING A QUANTITATIVE DIGITAL PATHOLOGY SOFTWARE

Cindy Serdjebi, Florine Chandes, Marzena Biernat, Bastien Lepoivre, Dany Salvail, Charles Edouard Laurent
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Abstract

Pulmonary arterial hypertension (PAH) is a rare chronic life-threatening disorder, characterized by the elevation of the mean pulmonary arterial pressure above 20 mmHg at rest. Histologically, PAH induces lung vascular remodeling, with the thickening of vessel wall. The conventional histological analysis commonly used in non-clinical models to assess lung vascular remodeling relies on manual measurements of representative lung vessels and is time-consuming. We have developed a fully automated reader-independent software (MorphoQuant-Lung) to both specifically detect vessels and measure vascular wall components from a-SMA rat lung sections. Analysis was performed on monocrotaline- and Sugen/hypoxia-induced PH rat models, treated or not with Sildenafil. The software requires 3-5 minutes to detect up to 1500 vessels per section, classify them per size, quantify intima, media and wall thicknesses, and calculate their level of occlusion. A comparison of our digital analysis results with those of the pathologist's conventional visual analysis was performed for wall thickness and lumen radius showing a strong correlation between the two techniques (r: 0.80 and r: 0.88) regardless of the rat model. In addition, the occlusion estimated by automated analysis also strongly correlated with the mean pulmonary arterial pressure and the pulmonary vascular resistance (r ranging from 0.71 to 0.83) in both rat models. The added value of the present digital analysis paves the way for a more in-depth understanding of PAH physiopathology in preclinical research and provides a robust and reliable tool for efficient therapeutic drug development.
利用定量数字病理软件揭示肺动脉高压的肺血管重塑过程
肺动脉高压(PAH)是一种罕见的危及生命的慢性疾病,其特点是静息时平均肺动脉压升高超过 20 毫米汞柱。从组织学角度看,PAH 会导致肺血管重塑,血管壁增厚。非临床模型中常用来评估肺血管重塑的传统组织学分析依赖于对代表性肺血管的人工测量,而且非常耗时。我们开发了一种独立于阅读器的全自动软件(MorphoQuant-Lung),可从 a-SMA 大鼠肺切片中特异性检测血管并测量血管壁成分。我们对单克隆和苏庚/缺氧诱导的 PH 大鼠模型(无论是否使用西地那非)进行了分析。该软件只需 3-5 分钟即可检测每张切片上多达 1500 根血管,按大小对其进行分类,量化内膜、介质和壁厚,并计算其闭塞程度。我们对血管壁厚度和管腔半径的数字分析结果与病理学家的传统肉眼分析结果进行了比较,结果显示,无论大鼠模型如何,两种技术之间都有很强的相关性(r:0.80 和 r:0.88)。此外,在两种大鼠模型中,自动分析估计的闭塞情况也与平均肺动脉压和肺血管阻力密切相关(r 在 0.71 至 0.83 之间)。本数字分析的附加值为临床前研究中更深入地了解 PAH 生理病理铺平了道路,并为高效的治疗药物开发提供了一个强大而可靠的工具。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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