Evidence map›Paper›PMID 41981096›Full record

ArticleScientific reports2026

Severity and duration-dependent aortic stiffening in a rabbit coarctation model identifies constitutive material parameters as promising regional biomarkers for hypertension progression.

Arash Ghorbannia, Jamasp Azarnoosh, John F LaDisa

Abstract read
In one paragraph

Article in Scientific reports, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

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Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

3 authors.

Arash GhorbanniaCenter for Health, Education, and AI Learning at the Office of Enterprise Research and Innovation, Old Dominion University, Norfolk, VA, USA.
Jamasp AzarnooshBiocomputational Engineering Program, Universities at Shady Grove, Rockville, MD, USA.
John F LaDisaDepartments of Physiology, Medical College of Wisconsin, Milwaukee, WI, USA. jladisa@mcw.edu.

Funding

Mechanisms of morbidity after correcting aortic coarctations of varying severityR01HL142955 · NHLBI · MEDICAL COLLEGE OF WISCONSIN · PI John Frank LaDisa · 2018 to 2026
$3.2M
Quantifying altered hemodynamics in response to stenting for aortic coarctationR15HL096096 · NHLBI · MARQUETTE UNIVERSITY · PI LADISA, JOHN FRANK · 2009 to 2009
$228k
National Institute of Health NIH: R01-HL142955NHLBI NIH HHS R01 HL142955NHLBI NIH HHS R15 HL096096
6 · The paper itself

Abstract

Coarctation of the aorta (CoA) alters hemodynamics and drives regional remodeling, yet the influence of severity and duration on constitutive properties is undefined. We quantified mechanical responses from CoA to identify constitutive parameters capturing stiffening across clinical severities and durations. Mild (≤ 12 mmHg), intermediate (13–20 mmHg), and severe (> 20 mmHg) CoA was created in rabbits for short, long, and prolonged durations (~ 1, 3, or 22 weeks, respectively). Stress–stretch curves from proximal and distal regions were fit with multiple constitutive models (Linear Elastic, Neo-Hookean, Yeoh, Ogden, Mooney–Rivlin, Holzapfel). Model performance was evaluated by normalized RMSE and R², with reproducibility assessed using bootstrap stability of strain energy–parameter coupling. Deterministic models were compared with multi-parameter hyperelastic formulations. Marked stiffening presented proximally for several CoA severities and durations, but was limited to pronounced sustained CoA distally. Yeoh provided reliable coupling between parameters and strain energy, whereas Holzapfel–Isotropic best captured nonlinear stress–stretch behavior. Within physiological ranges, linear elastic and Yeoh fits approximated stiffness effectively. Severity and duration were significant predictors of stiffening, consistent with findings linking these CoA features to hypertension. Yeoh and linear elastic model parameters are suitable as simplified CoA markers of induced proximal stiffening, while complex formulations capture full nonlinear behavior. These parameters align clinically with proximal remodeling and reduced compliance. They may ultimately inform risk stratification including intervention timing thresholds, as well as growth-and-remodeling and AI-based temporal approaches to forecast irreversible stiffening for personalized intervention with CoA patients.

Indexed as

AortaAortic CoarctationHypertensionVascular StiffnessAnimalsBiomarkersDisease Models, AnimalDisease ProgressionHemodynamicsModels, CardiovascularRabbitsStress, MechanicalBiomarkersAortic stiffnessCardiovascular simulationCoarctation of the aortaCongenital heart diseaseConstitutive modelingElastic modulusGrowth and remodelingHypertensionPediatric cardiologyRegional remodelingYeoh

Identifiers

PMID41981096
PMCPMC13237106

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.