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Related Concept Videos

Coagulation01:09

Coagulation

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The coagulation phase is a critical part of the body's process to prevent blood loss following injury to blood vessels. It involves chemical reactions that form a clot to seal the injured area. The clotting process begins shortly after injury, within 15-20 seconds for severe damage and 1-2 minutes for minor injuries.
During the coagulation phase, clotting factors, or procoagulants, play a vital role in initiating and progressing the coagulation cascade. This cascade is a series of reactions...
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Clot Retraction and Fibrinolysis01:16

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After a fibrin clot is formed, the next step is clot retraction, a vital process facilitated by platelet contractile proteins, such as actin and myosin. These proteins pull the fibrin strands closer together and condense the clot. This action reduces the size of the clot, creating a smaller, denser structure that effectively seals off the damaged vessel. Clot retraction consolidates the clot and helps with wound healing by bringing the edges of the damaged blood vessel closer together.
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Extrinsic and Intrinsic Pathways of Hemostasis01:20

Extrinsic and Intrinsic Pathways of Hemostasis

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Blood clotting or coagulation involves extrinsic and intrinsic pathways, which ultimately merge into the common pathway, forming a fibrin clot.
The Extrinsic Pathway
The extrinsic pathway of coagulation is typically initiated by tissue damage that exposes blood to tissue factor (TF), a protein released by the damaged tissue cells outside the blood vessels—this interaction with TF triggers biochemical reactions involving specific clotting factors. The key player here is Factor VII, which...
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Anticoagulant Drugs: Low-Molecular-Weight Heparins01:30

Anticoagulant Drugs: Low-Molecular-Weight Heparins

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Hemostasis is a crucial process that prevents excessive blood loss from damaged blood vessels. It involves various mechanisms such as vasoconstriction, platelet adhesion and activation, and fibrin formation. The importance of each mechanism depends on the type of vessel injury. In contrast, thrombosis is the abnormal formation of a blood clot within the blood vessels, leading to potential complications if the clot obstructs blood flow. Thrombosis can be caused by increased coagulability of the...
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Related Experiment Video

Updated: Aug 27, 2025

A Microfluidic Flow Chamber Model for Platelet Transfusion and Hemostasis Measures Platelet Deposition and Fibrin Formation in Real-time
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A Microfluidic Flow Chamber Model for Platelet Transfusion and Hemostasis Measures Platelet Deposition and Fibrin Formation in Real-time

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Model reduction of coagulation cascade based on genetic algorithm.

Yan Wang1, Jingyang Luan2, Kun Luo1

  • 1State Key Laboratory of Clean Energy Utilization, Zhejiang University, Hangzhou, China.

International Journal for Numerical Methods in Biomedical Engineering
|September 28, 2022
PubMed
Summary
This summary is machine-generated.

Researchers developed a new framework to simplify complex blood coagulation models. This reduced-order model accurately captures fibrin generation kinetics, aiding thrombosis research.

Keywords:
coagulation cascadefibrinfibrinogenesisgenetic algorithmreduced-order modeling

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Area of Science:

  • Biophysics
  • Computational Biology
  • Biomedical Engineering

Background:

  • Fibrin is crucial for platelet stabilization in the coagulation cascade.
  • Full coagulation cascade models are computationally expensive for thrombosis simulations.
  • Simplified models can capture essential coagulation dynamics.

Purpose of the Study:

  • To develop a systematic approach for creating a reduced-order model of fibrin generation.
  • To reduce computational costs in thrombosis modeling while retaining key coagulation aspects.

Main Methods:

  • A semi-automatic framework was introduced for model-reduction of cascade reactions.
  • Protein species and reactions were selected based on literature and full model simulations.
  • A genetic algorithm optimized reaction rates for the reduced cascade network.

Main Results:

  • A 10-species reduced-order model was successfully developed from a 19-species model.
  • The reduced model accurately reproduced fibrinogenesis kinetics across varying tissue factor concentrations.
  • The framework demonstrated effective model-reduction for cascade reactions.

Conclusions:

  • The reduced-order model of fibrinogenesis is valuable for integrated thrombosis modeling.
  • This framework offers a method for simplifying other complex cascade reaction systems.
  • Computational efficiency in thrombosis research can be significantly improved.