Literature DB >> 31708241

A patient-specific cerebral blood flow model.

Jasper H G Helthuis1, Tristan P C van Doormaal2, Sepideh Amin-Hanjani3, XinJian Du3, Fady T Charbel3, Berend Hillen4, Albert van der Zwan2.   

Abstract

In clinical practice, many complex choices in treatment of complex cerebrovascular diseases have to be made. A patient-specific mathematical blood flow could aid these decisions. For certain cases, less accuracy is required and more simplistic models might be feasible. The current study is aiming to validate a patient-specific simplistic blood flow model in 20 healthy subjects. All subjects underwent MRI and Noninvasive Optimal Vessel Analysis (NOVA) to obtain patient-specific vascular morphology and flow measurements of all major cerebral arteries for validation. The mathematical model used was based on the Hagen-Poiseuille equations. Proximal boundary conditions were patient-specific blood pressure cuff measurements. For distal boundary conditions, a structured tree and a simple autoregulatory model were applied. Autoregulatory parameters were optimized based on the data of 10 additional healthy subjects. A median percentual flow difference of -3% (interquartile range -36% to 17%) was found. Regression analysis to an identity line resulted in R2 values of 0.71 for absolute flow values. Bland-Altman plots showed a bias (levels of agreement) of 5% (-70 to 80%) for absolute flow. Based on these results the model proved to be accurate within a range that might be feasible for use in clinic. Major limitations to the model arise from the simplifications made compared to the actual physiological situation and limitations in the validation method. As the model is validated in healthy subjects only, further validation in actual patients is needed.
Copyright © 2019 The Authors. Published by Elsevier Ltd.. All rights reserved.

Entities:  

Keywords:  Cerebral blood flow; Hemodynamics; Modelling; Patient-specific; Structured tree

Year:  2019        PMID: 31708241     DOI: 10.1016/j.jbiomech.2019.109445

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


  3 in total

Review 1.  The Role of Hemodynamics through the Circle of Willis in the Development of Intracranial Aneurysm: A Systematic Review of Numerical Models.

Authors:  Yuanyuan Shen; Rob Molenberg; Reinoud P H Bokkers; Yanji Wei; Maarten Uyttenboogaart; J Marc C van Dijk
Journal:  J Pers Med       Date:  2022-06-20

2.  A precision medicine framework for personalized simulation of hemodynamics in cerebrovascular disease.

Authors:  Dietmar Frey; Michelle Livne; Heiko Leppin; Ela M Akay; Orhun U Aydin; Jonas Behland; Jan Sobesky; Peter Vajkoczy; Vince I Madai
Journal:  Biomed Eng Online       Date:  2021-05-01       Impact factor: 3.903

3.  Patient-Specific Cerebral Blood Flow Simulation Based on Commonly Available Clinical Datasets.

Authors:  Yuanyuan Shen; Yanji Wei; Reinoud P H Bokkers; Maarten Uyttenboogaart; J Marc C Van Dijk
Journal:  Front Bioeng Biotechnol       Date:  2022-03-04
  3 in total

北京卡尤迪生物科技股份有限公司 © 2022-2023.