ArticlePLoS computational biology2022
A fibrin enhanced thrombosis model for medical devices operating at low shear regimes or large surface areas.
Article in PLoS computational biology, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 papers.
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12 citing papers in PubMed, 24 citations in OpenAlex.
- A Comprehensive Numerical Model of Thrombus Embolization: Fluid-Thrombus Interactions Through a Coupled Computational Fluid Dynamics - Peridynamics Framework.Computer methods in applied mechanics and engineering · 2026Article
- Interpretable Machine Learning for Feature-Based Classification of Platelet Activation in Rotary Blood Pumps.Cardiovascular engineering and technology · 2026Article
- In silico analysis of patient specific coagulation and flow effects on fibrin clot formation.Scientific reports · 2026Article
- A silicon membrane microfluidic oxygenator for use as an artificial placenta with minimal anticoagulation.Bioengineering & translational medicine · 2025Article
- Improving hydraulic performance of the left atrial assist device using computational fluid dynamics.Artificial organs · 2025Article
- Effect of artificial lung fiber bundle geometric design on micro- and macro-scale clot formation.Bioengineering & translational medicine · 2024Article
- Numerical Study on the Impact of Central Venous Catheter Placement on Blood Flow in the Cavo-Atrial Junction.Annals of biomedical engineering · 2024Article
- A homogenized two-phase computational framework for meso- and macroscale blood flow simulations.Computer methods and programs in biomedicine · 2024Article
- Computer based visualization of clot structures in extracorporeal membrane oxygenation and histological clot investigations for understanding thrombosis in membrane lungs.Frontiers in medicine · 2024Article
- Article
- clotFoam: An open-source framework to simulate blood clot formation under arterial flow.SoftwareX · 2023Article
- Effects of cardiac function alterations on the risk of postoperative thrombotic complications in patients receiving endovascular aortic repair.Frontiers in physiology · 2022Article
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Authors and funding
6 authors at 3 institutions in 1 country.
Funding
Abstract
Over the past decade, much of the development of computational models of device-related thrombosis has focused on platelet activity. While those models have been successful in predicting thrombus formation in medical devices operating at high shear rates (> 5000 s-1), they cannot be directly applied to low-shear devices, such as blood oxygenators and catheters, where emerging information suggest that fibrin formation is the predominant mechanism of clotting and platelet activity plays a secondary role. In the current work, we augment an existing platelet-based model of thrombosis with a partial model of the coagulation cascade that includes contact activation of factor XII and fibrin production. To calibrate the model, we simulate a backward-facing-step flow channel that has been extensively characterized in-vitro. Next, we perform blood perfusion experiments through a microfluidic chamber mimicking a hollow fiber membrane oxygenator and validate the model against these observations. The simulation results closely match the time evolution of the thrombus height and length in the backward-facing-step experiment. Application of the model to the microfluidic hollow fiber bundle chamber capture both gross features such as the increasing clotting trend towards the outlet of the chamber, as well as finer local features such as the structure of fibrin around individual hollow fibers. Our results are in line with recent findings that suggest fibrin production, through contact activation of factor XII, drives the thrombus formation in medical devices operating at low shear rates with large surface area to volume ratios.
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