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Kachabi A, Colebank MJ, Chesler NC. Subject-specific one-dimensional fluid dynamics model of chronic thromboembolic pulmonary hypertension. Biomech Model Mechanobiol 2024; 23:469-483. [PMID: 38017302 PMCID: PMC10963496 DOI: 10.1007/s10237-023-01786-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2023] [Accepted: 10/21/2023] [Indexed: 11/30/2023]
Abstract
Chronic thromboembolic pulmonary hypertension (CTEPH) develops due to the accumulation of blood clots in the lung vasculature that obstructs flow and increases pressure. The mechanobiological factors that drive progression of CTEPH are not understood, in part because mechanical and hemodynamic changes in the small pulmonary arteries due to CTEPH are not easily measurable. Using previously published hemodynamic measurements and imaging from a large animal model of CTEPH, we applied a subject-specific one-dimensional (1D) computational fluid dynamic (CFD) approach to investigate the impact of CTEPH on pulmonary artery stiffening, time-averaged wall shear stress (TAWSS), and oscillatory shear index (OSI) in extralobar (main, right, and left) pulmonary arteries and intralobar (distal to the extralobar) arteries. Our results demonstrate that CTEPH increases pulmonary artery wall stiffness and decreases TAWSS in extralobar and intralobar arteries. Moreover, CTEPH increases the percentage of the intralobar arterial network with both low TAWSS and high OSI, quantified by the novel parameter φ , which is related to thrombogenicity. Our analysis reveals a strong positive correlation between increases in mean pulmonary artery pressure (mPAP) and φ from baseline to CTEPH in individual subjects, which supports the suggestion that increased φ drives disease severity. This subject-specific experimental-computational framework shows potential as a predictor of the impact of CTEPH on pulmonary arterial hemodynamics and pulmonary vascular mechanics. By leveraging advanced modeling techniques and calibrated model parameters, we predict spatial distributions of flow and pressure, from which we can compute potential physiomarkers of disease progression. Ultimately, this approach can lead to more spatially targeted interventions that address the needs of individual CTEPH patients.
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Affiliation(s)
- Amirreza Kachabi
- Edwards Lifesciences Foundation Cardiovascular Innovation and Research Center, Department of Biomedical Engineering, University of California, Irvine, Irvine, CA, USA
| | - Mitchel J Colebank
- Edwards Lifesciences Foundation Cardiovascular Innovation and Research Center, Department of Biomedical Engineering, University of California, Irvine, Irvine, CA, USA
| | - Naomi C Chesler
- Edwards Lifesciences Foundation Cardiovascular Innovation and Research Center, Department of Biomedical Engineering, University of California, Irvine, Irvine, CA, USA.
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Dragsbaek SJ, Lyhne MD, Hansen JV, Pedersen CCE, Jujo-Sanada T, Karout L, Kalra MK, Nielsen-Kudsk JE, Andersen A. A porcine model of human-like chronic thromboembolic pulmonary disease. Thromb Res 2023; 231:25-28. [PMID: 37769413 DOI: 10.1016/j.thromres.2023.09.011] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2023] [Revised: 08/25/2023] [Accepted: 09/21/2023] [Indexed: 09/30/2023]
Affiliation(s)
- Simone J Dragsbaek
- Department of Clinical Medicine, Aarhus University, Aarhus, Denmark; Department of Cardiology, Aarhus University Hospital, Aarhus, Denmark.
| | - Mads D Lyhne
- Department of Clinical Medicine, Aarhus University, Aarhus, Denmark; Department of Anesthesiology and Intensive Care, Aarhus University Hospital, Aarhus, Denmark.
| | - Jacob V Hansen
- Department of Clinical Medicine, Aarhus University, Aarhus, Denmark; Department of Cardiology, Aarhus University Hospital, Aarhus, Denmark.
| | | | - Takayuki Jujo-Sanada
- Department of Respirology, Graduate School of Medicine, Chiba, Japan; Laboratory of Vaccine Materials, National Institutes of Biomedical Innovation, Health and Nutrition, Osaka, Japan
| | - Lina Karout
- Department of Radiology, Massachusetts General Hospital, Boston, MA, USA.
| | - Mannudeep K Kalra
- Department of Radiology, Massachusetts General Hospital, Boston, MA, USA.
| | - Jens E Nielsen-Kudsk
- Department of Clinical Medicine, Aarhus University, Aarhus, Denmark; Department of Cardiology, Aarhus University Hospital, Aarhus, Denmark.
| | - Asger Andersen
- Department of Clinical Medicine, Aarhus University, Aarhus, Denmark; Department of Cardiology, Aarhus University Hospital, Aarhus, Denmark.
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Kachabi A, Colebank MJ, Chesler N. Subject-specific one-dimensional fluid dynamics model of chronic thromboembolic pulmonary hypertension. RESEARCH SQUARE 2023:rs.3.rs-3214385. [PMID: 37577616 PMCID: PMC10418554 DOI: 10.21203/rs.3.rs-3214385/v1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 08/15/2023]
Abstract
Chronic thromboembolic pulmonary hypertension (CTEPH) develops due to the accumulation of blood clots in the lung vasculature that obstruct flow and increase pressure. The mechanobiological factors that drive progression of CTEPH are not understood, in part because mechanical and hemodynamic changes in the pulmonary vasculature due to CTEPH are not easily measurable. Using previously published hemodynamic measurements and imaging from a large animal model of CTEPH, we developed a subject-specific one-dimensional (1D) computational fluid dynamic (CFD) models to investigate the impact of CTEPH on pulmonary artery stiffening, time averaged wall shear stress (TAWSS), and oscillatory shear index (OSI). Our results demonstrate that CTEPH increases pulmonary artery wall stiffness and decreases TAWSS in extralobar (main, right and left pulmonary arteries) and intralobar vessels. Moreover, CTEPH increases the percentage of the intralobar arterial network with both low TAWSS and high OSI. This subject-specific experimental-computational framework shows potential as a predictor of the impact of CTEPH on pulmonary arterial hemodynamics and pulmonary vascular mechanics. By leveraging advanced modeling techniques and calibrated model parameters, we predict spatial distributions of flow and pressure, from which we can compute potential physiomarkers of disease progression, including the combination of low mean wall shear stress with high oscillation. Ultimately, this approach can lead to more spatially targeted interventions that address the needs of individual CTEPH patients.
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Manz XD, Szulcek R, Pan X, Symersky P, Dickhoff C, Majolée J, Kremer V, Michielon E, Jordanova ES, Radonic T, Bijnsdorp IV, Piersma SR, Pham TV, Jimenez CR, Vonk Noordegraaf A, de Man FS, Boon RA, Voorberg J, Hordijk PL, Aman J, Bogaard HJ. Epigenetic Modification of the VWF Promotor Drives Platelet Aggregation on the Pulmonary Endothelium in Chronic Thromboembolic Pulmonary Hypertension. Am J Respir Crit Care Med 2022; 205:806-818. [PMID: 35081007 DOI: 10.1164/rccm.202109-2075oc] [Citation(s) in RCA: 25] [Impact Index Per Article: 12.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Abstract
RATIONALE Von Willebrand Factor (VWF) mediates platelet adhesion during thrombosis. While chronic thromboembolic pulmonary hypertension (CTEPH) is associated with increased plasma levels of VWF, the role of this protein in CTEPH has remained enigmatic. OBJECTIVE To identify the role of VWF in CTEPH. METHODS CTEPH-specific patient plasma and pulmonary endarterectomy material from CTEPH patients were used to study the relationship between inflammation, VWF expression and pulmonary thrombosis. Cell culture findings were validated in human tissue and proteomics and chromatin immunoprecipitation were used to investigate the underlying mechanism of CTEPH. MEASUREMENTS AND MAIN RESULTS VWF is increased in plasma and in the pulmonary endothelium of CTEPH patients. In vitro, the increase in VWF gene expression and the higher release of VWF protein upon endothelial activation resulted in elevated platelet adhesion to CTEPH endothelium. Proteomic analysis revealed that Nuclear Factor κB 2 (NFκB2) was significantly increased in CTEPH. We demonstrate reduced histone tri-methylation and increased histone acetylation of the VWF promotor in CTEPH endothelium, facilitating binding of NFκB2 to the VWF promotor and driving VWF transcription. Genetic interference of NFκB2 normalized the high VWF RNA expression levels and reversed the pro-thrombotic phenotype observed in CTEPH-PAEC. CONCLUSION Epigenetic regulation of the VWF promotor contributes to the creation of a local environment that favors in situ thrombosis in the pulmonary arteries. It reveals a direct molecular link between inflammatory pathways and platelet adhesion in the pulmonary vascular wall, emphasizing a possible role of in situ thrombosis in the development or progression of CTEPH.
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Affiliation(s)
- Xue D Manz
- Amsterdam UMC Locatie VUmc, 1209, Pulmonary Medicine, Amsterdam, Netherlands
| | - Robert Szulcek
- Charite Universitatsmedizin Berlin, 14903, Physiology, Berlin, Germany
| | - Xiaoke Pan
- Amsterdam UMC Locatie VUmc, 1209, Pulmonary Medicine, Amsterdam, Netherlands
| | - Petr Symersky
- Amsterdam UMC Locatie VUmc, 1209, Cardio-thoracic Surgery, Amsterdam, Netherlands
| | - Chris Dickhoff
- Amsterdam UMC Locatie VUmc, 1209, Cardio-thoracic Surgery, Amsterdam, Netherlands
| | - Jisca Majolée
- Amsterdam UMC Locatie VUmc, 1209, Physiology, Amsterdam, Netherlands
| | - Veerle Kremer
- Amsterdam UMC Locatie VUmc, 1209, Physiology, Amsterdam, Netherlands
| | - Elisabetta Michielon
- Amsterdam UMC Locatie VUmc, 1209, Molecular Cell Biology and Immunology, Amsterdam, Netherlands
| | - Ekaterina S Jordanova
- Amsterdam UMC Locatie VUmc, 1209, Center for Gynecologic Oncology Amsterdam, Amsterdam, Netherlands
| | - Teodora Radonic
- Amsterdam UMC Locatie VUmc, 1209, Pathology, Amsterdam, Netherlands
| | - Irene V Bijnsdorp
- Amsterdam UMC Locatie VUmc, 1209, Medical Oncology, Amsterdam, Netherlands
| | - Sander R Piersma
- Amsterdam UMC Locatie VUmc, 1209, Medical Oncology, Amsterdam, Netherlands
| | - Thang V Pham
- Amsterdam UMC Locatie VUmc, 1209, Medical Oncology, Amsterdam, Netherlands
| | - Connie R Jimenez
- Amsterdam UMC Locatie VUmc, 1209, Medical Oncology, Amsterdam, Netherlands
| | - Anton Vonk Noordegraaf
- Amsterdam UMC Locatie VUmc, 1209, Pulmonary Medicine, Amsterdam Cardiovascular Sciences, Amsterdam, Netherlands
| | - Frances S de Man
- Amsterdam UMC Locatie VUmc, 1209, Pulmonary Medicine, Amsterdam Cardiovascular Sciences, Amsterdam, Netherlands
| | - Reinier A Boon
- Amsterdam UMC Locatie VUmc, 1209, Physiology, Amsterdam Cardiovascular Sciences, Amsterdam, Netherlands
| | - Jan Voorberg
- Sanquin Research, 159217, Molecular Hematology, Amsterdam, Netherlands
| | | | - Jurjan Aman
- Amsterdam UMC - Locatie VUMC, 1209, Pulmonary Diseases, Amsterdam Cardiovascular Sciences, Amsterdam, Netherlands
| | - Harm Jan Bogaard
- Vrije Universiteit Amsterdam, 1190, Pulmonary Medicine, Amsterdam Cardiovascular Sciences, Amsterdam, Netherlands;
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