Literature DB >> 27894676

A multiscale biomechanical model of platelets: Correlating with in-vitro results.

Peng Zhang1, Li Zhang2, Marvin J Slepian3, Yuefan Deng2, Danny Bluestein4.   

Abstract

Using dissipative particle dynamics (DPD) combined with coarse grained molecular dynamics (CGMD) approaches, we developed a multiscale deformable platelet model to accurately describe the molecular-scale intra-platelet constituents and biomechanical properties of platelets in blood flow. Our model includes the platelet bilayer membrane, cytoplasm and an elaborate elastic cytoskeleton. Correlating numerical simulations with published in-vitro experiments, we validated the biorheology of the cytoplasm, the elastic response of membrane to external stresses, and the stiffness of the cytoskeleton actin filaments, resulting in an accurate representation of the molecular-level biomechanical microstructures of platelets. This enabled us to study the mechanotransduction process of the hemodynamic stresses acting onto the platelet membrane and transmitted to these intracellular constituents. The platelets constituents continuously deform in response to the flow induced stresses. To the best of our knowledge, this is the first molecular-scale platelet model that can be used to accurately predict platelets activation mechanism leading to thrombus formation in prosthetic cardiovascular devices and in vascular disease processes. This model can be further employed to study the effects of novel therapeutic approaches of modulating platelet properties to enhance their shear resistance via mechanotransduction pathways.
Copyright © 2016 Elsevier Ltd. All rights reserved.

Entities:  

Keywords:  Biomechanical; Mechanotransduction; Multiscale modeling; Platelets; Thrombosis

Mesh:

Year:  2016        PMID: 27894676      PMCID: PMC6294332          DOI: 10.1016/j.jbiomech.2016.11.019

Source DB:  PubMed          Journal:  J Biomech        ISSN: 0021-9290            Impact factor:   2.712


  30 in total

1.  A broader view of membranes.

Authors:  R Lakes
Journal:  Nature       Date:  2001-11-29       Impact factor: 49.962

2.  Flow-induced platelet activation in mechanical heart valves.

Authors:  Danny Bluestein; Wei Yin; Klaus Affeld; Jolyon Jesty
Journal:  J Heart Valve Dis       Date:  2004-05

3.  A multiscale red blood cell model with accurate mechanics, rheology, and dynamics.

Authors:  Dmitry A Fedosov; Bruce Caswell; George Em Karniadakis
Journal:  Biophys J       Date:  2010-05-19       Impact factor: 4.033

4.  Interactions of blood cell constituents: experimental investigation and computational modeling by discrete particle dynamics algorithm.

Authors:  N Filipovic; D Ravnic; M Kojic; S J Mentzer; S Haber; A Tsuda
Journal:  Microvasc Res       Date:  2007-10-12       Impact factor: 3.514

Review 5.  Systematic coarse-graining of the dynamics of entangled polymer melts: the road from chemistry to rheology.

Authors:  J T Padding; W J Briels
Journal:  J Phys Condens Matter       Date:  2011-05-25       Impact factor: 2.333

6.  Quantification of the passive mechanical properties of the resting platelet.

Authors:  J H Haga; A J Beaudoin; J G White; J Strony
Journal:  Ann Biomed Eng       Date:  1998 Mar-Apr       Impact factor: 3.934

7.  Computational biorheology of human blood flow in health and disease.

Authors:  Dmitry A Fedosov; Ming Dao; George Em Karniadakis; Subra Suresh
Journal:  Ann Biomed Eng       Date:  2013-10-12       Impact factor: 3.934

Review 8.  Human platelet size, shape, and related functions in health and disease.

Authors:  M M Frojmovic; J G Milton
Journal:  Physiol Rev       Date:  1982-01       Impact factor: 37.312

9.  Multiscale Particle-Based Modeling of Flowing Platelets in Blood Plasma Using Dissipative Particle Dynamics and Coarse Grained Molecular Dynamics.

Authors:  Peng Zhang; Chao Gao; Na Zhang; Marvin J Slepian; Yuefan Deng; Danny Bluestein
Journal:  Cell Mol Bioeng       Date:  2014-12-01       Impact factor: 2.321

10.  Mechanisms of actin rearrangements mediating platelet activation.

Authors:  J H Hartwig
Journal:  J Cell Biol       Date:  1992-09       Impact factor: 10.539

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  19 in total

1.  Three-dimensional extent of flow stagnation in transcatheter heart valves.

Authors:  Vrishank Raghav; Chris Clifford; Prem Midha; Ikechukwu Okafor; Brian Thurow; Ajit Yoganathan
Journal:  J R Soc Interface       Date:  2019-05-31       Impact factor: 4.118

2.  Quantifying Shear-Induced Deformation and Detachment of Individual Adherent Sickle Red Blood Cells.

Authors:  Yixiang Deng; Dimitrios P Papageorgiou; Hung-Yu Chang; Sabia Z Abidi; Xuejin Li; Ming Dao; George Em Karniadakis
Journal:  Biophys J       Date:  2018-12-18       Impact factor: 4.033

3.  In Vitro Measurement and Modeling of Platelet Adhesion on VWF-Coated Surfaces in Channel Flow.

Authors:  Qin M Qi; Eimear Dunne; Irene Oglesby; Ingmar Schoen; Antonio J Ricco; Dermot Kenny; Eric S G Shaqfeh
Journal:  Biophys J       Date:  2019-02-08       Impact factor: 4.033

4.  Mathematical and Computational Modeling of Device-Induced Thrombosis.

Authors:  Keefe B Manning; Franck Nicoud; Susan M Shea
Journal:  Curr Opin Biomed Eng       Date:  2021-09-28

5.  Artificial Intelligence for Accelerating Time Integrations in Multiscale Modeling.

Authors:  Changnian Han; Peng Zhang; Danny Bluestein; Guojing Cong; Yuefan Deng
Journal:  J Comput Phys       Date:  2020-12-07       Impact factor: 4.645

6.  In Vitro Measurements of Shear-Mediated Platelet Adhesion Kinematics as Analyzed through Machine Learning.

Authors:  Jawaad Sheriff; Peineng Wang; Peng Zhang; Ziji Zhang; Yuefan Deng; Danny Bluestein
Journal:  Ann Biomed Eng       Date:  2021-05-10       Impact factor: 3.934

7.  A predictive multiscale model for simulating flow-induced platelet activation: Correlating in silico results with in vitro results.

Authors:  Peng Zhang; Jawaad Sheriff; Shmuel Einav; Marvin J Slepian; Yuefan Deng; Danny Bluestein
Journal:  J Biomech       Date:  2021-01-25       Impact factor: 2.712

8.  Models of Shear-Induced Platelet Activation and Numerical Implementation With Computational Fluid Dynamics Approaches.

Authors:  Dong Han; Jiafeng Zhang; Bartley P Griffith; Zhongjun J Wu
Journal:  J Biomech Eng       Date:  2022-04-01       Impact factor: 2.097

9.  A Multiscale Model for Recruitment Aggregation of Platelets by Correlating with In Vitro Results.

Authors:  Prachi Gupta; Peng Zhang; Jawaad Sheriff; Danny Bluestein; Yuefan Deng
Journal:  Cell Mol Bioeng       Date:  2019-07-09       Impact factor: 2.321

10.  Rapid analysis of streaming platelet images by semi-unsupervised learning.

Authors:  Ziji Zhang; Peng Zhang; Peineng Wang; Jawaad Sheriff; Danny Bluestein; Yuefan Deng
Journal:  Comput Med Imaging Graph       Date:  2021-03-11       Impact factor: 4.790

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