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Hiebing AA, Culver MA, LaDisa JF, Witzenburg CM. Computational model of coarctation of the aorta in rabbits suggests persistent ascending aortic remodeling post-correction. Biomech Model Mechanobiol 2025; 24:683-700. [PMID: 40111722 DOI: 10.1007/s10237-025-01933-y] [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: 09/30/2024] [Accepted: 02/05/2025] [Indexed: 03/22/2025]
Abstract
Coarctation of the aorta (CoA) is a common congenital cardiovascular lesion that presents as a localized narrowing of the proximal descending aorta. While improvements in surgical and catheter-based techniques have increased short-term survival, there is a high long-term risk of hypertension and a reduced average lifespan despite correction. Computational models can be used to estimate aortic remodeling and peripheral vascular compensation, potentially serving as key tools in developing a mechanistic understanding of the interplay between pre-treatment dynamics, post-treatment recovery, and long-term hypertension risk. In this study, we developed a lumped-parameter model of the heart and circulation to simulate CoA. After fitting model parameters using imaging and catheterization data from healthy rabbits, we then used the model to estimate differences in ascending aortic compliance and peripheral resistance between the healthy group and rabbits with both untreated and corrected CoA using their imaging and catheterization data. CoA was defined by the current putative clinical treatment threshold (a pressure gradient > 20 mm Hg). Model inputs were fitted such that outputs matched reported stroke volume, ejection fraction, systolic and diastolic aortic pressure, peak aortic flow, mean and peak blood pressure gradients, and upper-to-lower body flow split, with all results falling within one standard deviation of the data for all groups. In the untreated CoA and corrected simulations, a decrease in ascending aortic compliance was necessary to match reported hemodynamics. This suggests exposure to a pressure gradient > 20 mm Hg results in vascular remodeling that persists after repair, a process strongly correlated with hypertension.
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Affiliation(s)
- Ashley A Hiebing
- Department of Biomedical Engineering, University of Wisconsin-Madison, Madison, WI, USA
| | - Matthew A Culver
- Department of Biomedical Engineering, University of Wisconsin-Madison, Madison, WI, USA
| | - John F LaDisa
- Department of Biomedical Engineering, Marquette University and the Medical College of Wisconsin, Milwaukee, WI, USA
- Division of Cardiology, Department of Pediatrics, Herma Heart Institute, Children's Wisconsin and the Medical College of Wisconsin, Milwaukee, WI, USA
- Division of Cardiovascular Medicine, Departments of Physiology, and Medicine, Medical College of Wisconsin, Milwaukee, WI, USA
| | - Colleen M Witzenburg
- Department of Biomedical Engineering, University of Wisconsin-Madison, Madison, WI, USA.
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Ghorbannia A, Spearman AD, Sawalhi S, Woods RK, Maadooliat M, LaDisa JF. A Novel Diastolic Doppler Index Less Affected by Aortic Arch Anomalies Co-existing with Coarctation. Pediatr Cardiol 2024:10.1007/s00246-024-03569-8. [PMID: 38995425 DOI: 10.1007/s00246-024-03569-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/26/2024] [Accepted: 06/24/2024] [Indexed: 07/13/2024]
Abstract
Severity assessment for coarctation of the aorta (CoA) is challenging due to concomitant morphological anomalies (complex CoA) and inaccurate Doppler-based indices. Promising diagnostic performance has been reported for the continuous flow pressure gradient (CFPG), but it has not been studied in complex CoA. Our objective was to characterize the effect of complex CoA and associated hemodynamics on CFPG in a clinical cohort. Retrospective analysis identified discrete juxtaductal (n = 25) and complex CoA (n = 43; transverse arch and/or isthmus hypoplasia) patients with arm-leg systolic blood pressure gradients (BPG) within 24 h of echocardiography for comparison to BPG by conventional Doppler indices (simplified Bernoulli equation and modified forms correcting for proximal kinetic energy and/or recovered pressure). Results were interpreted using the current CoA guideline (BPG ≥ 20 mmHg) to compare diagnostic performance indicators including receiver operating characteristic curves, sensitivity, specificity, and diagnostic accuracy, among others. Echocardiography Z-scored aortic diameters were applied with computational simulations from a preclinical CoA model to understand aspects of the CFPG driving performance differences. Diagnostic performance was substantially reduced from discrete to complex CoA for conventional Doppler indices calculated from patient data, and by hypoplasia and/or long segment stenosis in simulations. In contrast, diagnostic indicators for the CFPG only modestly dropped for complex vs discrete CoA. Simulations revealed differences in performance due to inclusion of the Doppler velocity index and diastolic pressure half-time in the CFPG calculation. CFPG is less affected by aortic arch anomalies co-existing with CoA when compared to conventional Doppler indices.
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Affiliation(s)
- Arash Ghorbannia
- Department of Biomedical Engineering, Marquette University and the Medical College of Wisconsin, Milwaukee, WI, USA.
- Department of Pediatrics - Division of Cardiology, Herma Heart Institute, Children's Wisconsin and the Medical College of Wisconsin, 8701 W Watertown Plank Rd., Milwaukee, WI, 53226, USA.
| | - Andrew D Spearman
- Department of Pediatrics - Division of Cardiology, Herma Heart Institute, Children's Wisconsin and the Medical College of Wisconsin, 8701 W Watertown Plank Rd., Milwaukee, WI, 53226, USA
| | - Shahd Sawalhi
- Department of Biomedical Engineering, Marquette University and the Medical College of Wisconsin, Milwaukee, WI, USA
| | - Ronald K Woods
- Division of Pediatric Cardiothoracic Surgery, Department of Surgery, Medical College of Wisconsin, Herma Heart Institute, Children's Wisconsin, Milwaukee, WI, USA
| | - Mehdi Maadooliat
- Department of Mathematical and Statistical Sciences, Marquette University, Milwaukee, WI, USA
| | - John F LaDisa
- Department of Biomedical Engineering, Marquette University and the Medical College of Wisconsin, Milwaukee, WI, USA
- Department of Pediatrics - Division of Cardiology, Herma Heart Institute, Children's Wisconsin and the Medical College of Wisconsin, 8701 W Watertown Plank Rd., Milwaukee, WI, 53226, USA
- Departments of Physiology, and Medicine - Division of Cardiovascular Medicine, Medical College of Wisconsin, Milwaukee, WI, USA
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Ghorbannia A, Jurkiewicz H, Nasif L, Ahmed A, Co-Vu J, Maadooliat M, Woods RK, LaDisa JF. Coarctation Duration and Severity Predict Risk of Hypertension Precursors in a Preclinical Model and Hypertensive Status Among Patients. Hypertension 2024; 81:1115-1124. [PMID: 38501250 PMCID: PMC11023794 DOI: 10.1161/hypertensionaha.123.22142] [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: 10/12/2023] [Accepted: 03/01/2024] [Indexed: 03/20/2024]
Abstract
BACKGROUND Coarctation of the aorta (CoA) often leads to hypertension posttreatment. Evidence is lacking for the current >20 mm Hg peak-to-peak blood pressure (BP) gradient (BPGpp) guideline, which can cause aortic thickening, stiffening, and dysfunction. This study sought to find the BPGpp severity and duration that avoid persistent dysfunction in a preclinical model and test if predictors translate to hypertension status in patients with CoA. METHODS Rabbits (n=75; 5-12/group) were exposed to mild, intermediate, or severe CoA (≤12, 13-19, ≥20 mm Hg BPGpp) for ≈1, 3, or 22 weeks using dissolvable and permanent sutures with thickening, stiffening, contraction, and endothelial function evaluated via multivariate regression. Relevance to patients with CoA (n=239; age, 0.01-46 years; median 3.7 months) was tested by retrospective review of predictors (preoperative BPGpp, surgical age, etc.) versus follow-up hypertension status. RESULTS CoA duration and severity were predictive of aortic remodeling and active dysfunction in rabbits, and hypertension in patients with CoA. Interaction between patient age and BPGpp at surgery contributed significantly to hypertension, similar to rabbits, suggesting preclinical findings translate to patients. Machine learning decision tree analysis uncovered that preoperative BPGpp and surgical age predict risk of hypertension along with residual postoperative BPGpp. CONCLUSIONS These findings suggest the current BPGpp threshold determined decades ago is likely too high to prevent adverse coarctation-induced aortic remodeling. The results and decision tree analysis provide a foundation for revising CoA treatment guidelines considering the interaction between CoA severity and duration to limit the risk of hypertension.
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Affiliation(s)
- Arash Ghorbannia
- Division of Cardiology, Department of Pediatrics, Herma Heart Institute, Children’s Wisconsin and the Medical College of Wisconsin, Milwaukee, (A.G., H.J., J.F.L.D.)
- Department of Biomedical Engineering, Marquette University and the Medical College of Wisconsin, Milwaukee, (A.G., J.F.L.D.)
- Pratt School of Engineering, Duke University, Durham, NC (A.G.)
| | - Hilda Jurkiewicz
- Division of Cardiology, Department of Pediatrics, Herma Heart Institute, Children’s Wisconsin and the Medical College of Wisconsin, Milwaukee, (A.G., H.J., J.F.L.D.)
| | - Lith Nasif
- Pediatric Cardiology, University of Florida Health Congenital Heart Center, Gainesville, (L.N., A.A., J.C.-V.)
| | - Abdillahi Ahmed
- Pediatric Cardiology, University of Florida Health Congenital Heart Center, Gainesville, (L.N., A.A., J.C.-V.)
| | - Jennifer Co-Vu
- Pediatric Cardiology, University of Florida Health Congenital Heart Center, Gainesville, (L.N., A.A., J.C.-V.)
| | - Mehdi Maadooliat
- Department of and Statistical Sciences, Marquette University, Milwaukee, Wisconsin (M.M.)
| | - Ronald K. Woods
- Division of Pediatric Cardiothoracic Surgery, Department of Surgery, Medical College of Wisconsin, Herma Heart Institute, Children’s Wisconsin, Milwaukee, (R.K.W.)
| | - John F. LaDisa
- Division of Cardiology, Department of Pediatrics, Herma Heart Institute, Children’s Wisconsin and the Medical College of Wisconsin, Milwaukee, (A.G., H.J., J.F.L.D.)
- Department of Biomedical Engineering, Marquette University and the Medical College of Wisconsin, Milwaukee, (A.G., J.F.L.D.)
- Departments of Physiology, and Medicine, Division of Cardiovascular Medicine, Medical College of Wisconsin, Milwaukee, (J.F.L.D.)
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Ghorbannia A, Jurkiewicz H, Nasif L, Ahmed A, Co-Vu J, Maadooliat M, Woods RK, LaDisa JF. Coarctation duration and severity predict risk of hypertension precursors in a preclinical model and hypertensive status among patients. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2024:2023.10.30.23297766. [PMID: 37961634 PMCID: PMC10635238 DOI: 10.1101/2023.10.30.23297766] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/15/2023]
Abstract
Background Coarctation of the aorta (CoA) often leads to hypertension (HTN) post-treatment. Evidence is lacking for the current >20 mmHg peak-to-peak blood pressure gradient (BPGpp) guideline, which can cause aortic thickening, stiffening and dysfunction. This study sought to find the BPGpp severity and duration that avoid persistent dysfunction in a preclinical model, and test if predictors translate to HTN status in CoA patients. Methods Rabbits (N=75; 5-12/group) were exposed to mild, intermediate or severe CoA (≤12, 13-19, ≥20 mmHg BPGpp) for ~1, 3 or 22 weeks using dissolvable and permanent sutures with thickening, stiffening, contraction and endothelial function evaluated via multivariate regression. Relevance to CoA patients (N=239; age=0.01-46 years; median 3.7 months) was tested by retrospective review of predictors (preoperative BPGpp, surgical age, etc.) vs follow-up HTN status. Results CoA duration and severity were predictive of aortic remodeling and active dysfunction in rabbits, and HTN in CoA patients. Interaction between patient age and BPGpp at surgery contributed significantly to HTN, similar to rabbits, suggesting preclinical findings translate to patients. Machine learning decision tree analysis uncovered that pre-operative BPGpp and surgical age predict risk of HTN along with residual post-operative BPGpp. Conclusions These findings suggest the current BPGpp threshold determined decades ago is likely too high to prevent adverse coarctation-induced aortic remodeling. The results and decision tree analysis provide a foundation for revising CoA treatment guidelines considering the interaction between CoA severity and duration to limit the risk of HTN.
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Affiliation(s)
- Arash Ghorbannia
- Department of Pediatrics - Division of Cardiology, Herma Heart Institute, Children’s Wisconsin and the Medical College of Wisconsin, Milwaukee, Wisconsin, USA
- Department of Biomedical Engineering, Marquette University and the Medical College of Wisconsin, Milwaukee, Wisconsin, USA
- Pratt School of Engineering, Duke University, Durham, NC USA
| | - Hilda Jurkiewicz
- Department of Pediatrics - Division of Cardiology, Herma Heart Institute, Children’s Wisconsin and the Medical College of Wisconsin, Milwaukee, Wisconsin, USA
| | - Lith Nasif
- Pediatric Cardiology, University of Florida Health Congenital Heart Center, Gainesville, Florida, USA
| | - Abdillahi Ahmed
- Pediatric Cardiology, University of Florida Health Congenital Heart Center, Gainesville, Florida, USA
| | - Jennifer Co-Vu
- Pediatric Cardiology, University of Florida Health Congenital Heart Center, Gainesville, Florida, USA
| | - Mehdi Maadooliat
- Department of and Statistical Sciences, Marquette University, Milwaukee, Wisconsin, USA
| | - Ronald K. Woods
- Division of Pediatric Cardiothoracic Surgery, Department of Surgery, Medical College of Wisconsin, Herma Heart Institute, Children's Wisconsin, Milwaukee, Wisconsin, USA
| | - John F. LaDisa
- Department of Pediatrics - Division of Cardiology, Herma Heart Institute, Children’s Wisconsin and the Medical College of Wisconsin, Milwaukee, Wisconsin, USA
- Department of Biomedical Engineering, Marquette University and the Medical College of Wisconsin, Milwaukee, Wisconsin, USA
- Departments of Physiology, and Medicine - Division of Cardiovascular Medicine, Medical College of Wisconsin, Milwaukee, Wisconsin, USA
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Ghorbannia A, Spearman AD, Sawalhi S, Woods RK, Maadooliat M, LaDisa JF. Consistency of the continuous flow pressure gradient despite aortic arch anomalies co-existing with coarctation. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2023:2023.10.30.23297763. [PMID: 37961134 PMCID: PMC10635219 DOI: 10.1101/2023.10.30.23297763] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/15/2023]
Abstract
Aims Severity assessment for coarctation of the aorta (CoA) is challenging due to concomitant morphological anomalies (complex CoA) and inaccurate Doppler-based indices. Promising diagnostic performance has been reported for the continuous flow pressure gradient (CFPG), but it has not been studied in complex CoA. Our objective was to characterize the effect of complex CoA and associated hemodynamics on CFPG in a clinical cohort. Methods and Results Retrospective analysis identified discrete juxtaductal (n=25) and complex CoA (n=43; transverse arch and/or isthmus hypoplasia) patients with arm-leg systolic blood pressure gradients (BPG) within 24 hours of echocardiography for comparison to BPG by conventional Doppler indices (simplified Bernoulli equation and modified forms correcting for proximal kinetic energy and/or recovered pressure). Results were interpreted using the current CoA guideline (BPG ≥20 mmHg) to compare diagnostic performance indicators including receiver operating characteristic curves, sensitivity, specificity, and diagnostic accuracy, among others. Echocardiography Z-scored aortic diameters were applied with computational stimulations from a preclinical CoA model to understand aspects of the CFPG driving performance differences.Diagnostic performance was substantially reduced from discrete to complex CoA for conventional Doppler indices calculated from patient data, and by hypoplasia and/or long segment stenosis in simulations. In contrast, diagnostic indicators for the CFPG only modestly dropped for complex vs discrete CoA. Simulations revealed differences in performance due to inclusion of the Doppler velocity index and diastolic pressure half-time in the CFPG calculation. Conclusion CFPG is less affected by aortic arch anomalies co-existing with CoA when compared to conventional Doppler indices.
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Affiliation(s)
- Arash Ghorbannia
- Department of Biomedical Engineering, Marquette University and the Medical College of Wisconsin, Milwaukee, Wisconsin, USA
- Department of Pediatrics - Division of Cardiology, Herma Heart Institute, Children’s Wisconsin and the Medical College of Wisconsin, Milwaukee, Wisconsin, USA
| | - Andrew D. Spearman
- Department of Pediatrics - Division of Cardiology, Herma Heart Institute, Children’s Wisconsin and the Medical College of Wisconsin, Milwaukee, Wisconsin, USA
| | - Shahd Sawalhi
- Department of Biomedical Engineering, Marquette University and the Medical College of Wisconsin, Milwaukee, Wisconsin, USA
| | - Ronald K. Woods
- Division of Pediatric Cardiothoracic Surgery, Department of Surgery, Medical College of Wisconsin, Herma Heart Institute, Children’s Wisconsin, Milwaukee, Wisconsin, USA
| | - Mehdi Maadooliat
- Department of Mathematical and Statistical Sciences, Marquette University, Milwaukee, Wisconsin, USA
| | - John F. LaDisa
- Department of Biomedical Engineering, Marquette University and the Medical College of Wisconsin, Milwaukee, Wisconsin, USA
- Department of Pediatrics - Division of Cardiology, Herma Heart Institute, Children’s Wisconsin and the Medical College of Wisconsin, Milwaukee, Wisconsin, USA
- Departments of Physiology, and Medicine - Division of Cardiovascular Medicine, Medical College of Wisconsin, Milwaukee, Wisconsin, USA
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