bioRxivPathologyPreprint
UNRAVELING THE LUNG VASCULAR REMODELING IN PULMONARY HYPERTENSION USING A QUANTITATIVE DIGITAL PATHOLOGY SOFTWARE
Cindy SerdjebiiD, Florine Chandes, Marzena Biernat, Bastien Lepoivre, Dany Salvail, Charles-E. Laurent
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 pathologists 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 the PAH physiopathology in preclinical research and provides a robust and reliable tool for efficient therapeutic drug development.
- organism: rat
- assay: imaging
- research focus: cell type annotation
- research focus: clustering
- research focus: differential expression
- research focus: spatial domain detection
- approach: experimental assay
- Citations
- 0
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Dissecting contributions of pulmonary arterial remodeling to right ventricular afterload in pulmonary hypertension
Sunder Neelakantan, Emilio A. Mendiola, … Reza Avazmohammadi·Bioengineering & Translational MedicinePeer-reviewed·Jun 26, 2025
- Adverse structural and mechanical remodelling of main pulmonary artery in experimental pulmonary arterial hypertension is associated with impaired right ventricle-pulmonary artery coupling and function
B. Mirani, J. D. Dauz, … M. K. Friedberg·bioRxiv·Feb 20, 2024
- Baseline State for Pulmonary Vasculature with Pulmonary Arterial Hypertension: Effect of Geometric Remodeling and Metabolic Shift
Haritha N. Mullagura, Hamidreza Gharahi, … Seungik Baek·Biomechanics and Modeling in MechanobiologyPeer-reviewed·Jun 1, 2026
- A Computational Growth and Remodeling Framework for Adaptive and Maladaptive Pulmonary Arterial Hemodynamics
J. M. Szafron, W. Yang, … A. L. Marsden·bioRxiv·Apr 20, 2023
- Predictive vascular growth and remodeling in pulmonary hypertension: simulating intervention effects from captured evolution
Faeze Jahani, Brett Cardenas, … Jason M. Szafron·bioRxiv·Aug 9, 2026
- Histologic and Proteomic Remodeling of the Pulmonary Veins and Arteries in a Porcine Model of Chronic Pulmonary Venous Hypertension
A. U. Fayyaz, M. S. Sabbah, … M. M. Redfield·bioRxiv·Mar 26, 2021