Related Experiment Video
Updated: Sep 16, 2025

Noninvasive Determination of Vortex Formation Time Using Transesophageal Echocardiography During Cardiac Surgery
Published on: November 28, 2018
Flow transport and not ejection fraction determines blood stasis in patients with impaired left ventricular systolic
Pablo Martinez-Legazpi1, Javier Bermejo2, Juan C Del Alamo3
1Department of Mathematical Physics and Fluids, Facultad de Ciencias, Universidad Nacional de Educación a Distancia, UNED and CIBERCV, Madrid, Spain.
Insights
Queue models reveal how blood flow dynamics in the left ventricle (LV) impact thrombosis risk. Reduced ejection fraction (EF) combined with direct flow (DF) significantly increases blood stasis, explaining why EF alone is a poor predictor of intraventricular thrombosis.
Area of Science:
- Cardiovascular Physiology
- Biomedical Engineering
- Medical Imaging Analysis
Background:
- Impaired left ventricular (LV) systolic function increases risk of intraventricular thrombosis and cardioembolism.
- Left ventricular ejection fraction (EF) has limitations in predicting these thrombotic events below certain thresholds.
- Additional factors beyond EF contribute to variability in thrombosis risk.
Purpose of the Study:
- To introduce and validate queue models for analyzing LV blood transit.
- To connect flow component analysis with residence time (RT) mapping.
- To elucidate the relationship between EF, direct flow (DF), residual volume (RV), and LV blood RT.
Main Methods:
- Development of queue models providing closed-form expressions for average LV blood RT.
- Validation of models against RT data from vector flow mapping in 332 subjects.
- Inclusion of controls and patients with acute myocardial infarction (AMI), hypertrophic cardiomyopathy (HCM), and dilated cardiomyopathy (DCM).
Main Results:
- LV blood RT becomes more sensitive to DF as EF decreases.
- RT is minimized with first-in-first-out (FIFO) blood transit.
- Direct flow (DF) disrupts FIFO patterns, prolonging RT and increasing blood stasis, especially at low EF.
- FIFO models demonstrated good performance in assessing RT.
Conclusions:
- Large direct flows (DF) exacerbate blood stasis in the LV when EF is low.
- Queue models explain the limitations of EF as a sole predictor of intraventricular thrombosis risk.
- These models offer a novel framework for understanding LV hemodynamics and thrombosis formation.
Abstract:
Impaired left ventricular (LV) systolic function is a risk factor for intraventricular thrombosis and cardioembolism. However, below a given threshold, LV ejection fraction (EF) poorly predicts these events, suggesting the existence of additional sources of variability. We introduce queue models of LV blood transit connecting flow component analysis and residence time (RT) mapping. These models yield closed-form expressions for the average RT of blood in the LV as a function of (1) EF, (2) direct flow (DF), and (3) residual volume (RV). Models' performance was tested against RT obtained from vector flow mapping in 332 subjects, including controls and patients with acute myocardial infarction (AMI), hypertrophic (HCM), and dilated cardiomyopathy (DCM). Queue models show RT is increasingly sensitive to DF as EF decreases, contradicting the traditional view of large DF as a teleological advantage. Instead, RT is minimized when blood transits in a first-in-first-out (FIFO) manner, while DF short-circuits the FIFO pattern, prolonging RT for other flow components. FIFO models showed a good performance in assessing RT in the studied subjects. Our results show that large DFs increase blood stasis when EF is low. These models also explain why EF is a poor marker of the risk of intraventricular thrombosis.
More Related Videos
09:20Lumped-Parameter and Finite Element Modeling of Heart Failure with Preserved Ejection Fraction
Published on: February 13, 2021
11:04Quantification of Global Diastolic Function by Kinematic Modeling-based Analysis of Transmitral Flow via the Parametrized Diastolic Filling Formalism
Published on: September 1, 2014
Related Concept Videos
Mitral Stenosis I: Introduction
Imbalances in Cardiac Output
CHF can occur due to the failure of either side of the heart. Left-side failure leads to pulmonary congestion—the right side continues to send...
Mitral Stenosis IV: Nursing Management
Regulation of Stroke Volume
Preload refers to the degree of stretch on the heart before it contracts. It's analogous to the stretching of a rubber band; the more it's stretched, the more forcefully it snaps back. This concept is encapsulated in the Frank-Starling law of the...
Blood Flow
Heart Failure II: Pathophysiology