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PMID: 36291335 Published · epublish English Journal Article

Effect of Blood Transfusion on Cerebral Hemodynamics and Vascular Topology Described by Computational Fluid Dynamics in Sickle Cell Disease Patients.

Brain sciences ·Vol. 12 ·No. 10 ·2022-10-18

Sawyer RP, Pun S, Karkoska KA, Clendinen CA, DeBaun MR, Gutmark E, Barrile R, Hyacinth HI

Abstract

The main objective of this study was to demonstrate that computational fluid dynamics (CFD) modeling can be used to study the contribution of covert and overt vascular architecture to the risk for cerebrovascular disease in sickle cell disease (SCD) and to determine the mechanisms of response to therapy such as chronic red blood cell (cRBC) transfusions. We analyzed baseline (screening), pre-randomization and study exit magnetic resonance angiogram (MRA) images from 10 (5 each from the transfusion and observation arms) pediatric sickle SCD participants in the silent cerebral infarct transfusion (SIT) trial using CFD modeling. We reconstructed the intracranial portion of the internal carotid artery and branches and extracted the geometry using 3D Slicer. We cut specific portions of the large intracranial artery to include segments of the internal carotid, middle, anterior, and posterior cerebral arteries such that the vessel segment analyzed extended from the intracranial beginning of the internal carotid artery up to immediately after (~0.25 inches) the middle cerebral artery branching point. Cut models were imported into Ansys 2021R2/2022R1 and laminar and time-dependent flow simulation was performed. Change in time averaged mean velocity, wall shear stress, and vessel tortuosity were compared between the observation and cRBC arms. We did not observe a correlation between time averaged mean velocity (TAMV) and mean transcranial Doppler (TCD) velocity at study entry. There was also no difference in change in time average mean velocity, wall shear stress (WSS), and vessel tortuosity between the observation and cRBC transfusion arms. WSS and TAMV were abnormal for 2 (developed TIA) out of the 3 participants (one participant had silent cerebral infarctions) that developed neurovascular outcomes. CFD approaches allow for the evaluation of vascular topology and hemodynamics in SCD using MRA images. In this proof of principle study, we show that CFD could be a useful tool and we intend to carry out future studies with a larger sample to enable more robust conclusions.

Keywords
computational fluid dynamics hematology neuroimaging sickle cell disease stroke
作者与单位
共 8 位作者,点击展开单位 / ORCID
Sawyer Russell P
Department of Neurology and Rehabilitation Medicine, University of Cincinnati College of Medicine, 231 Albert Sabin Way, Cincinnati, OH 45267-0525, USA.
Pun Sirjana
Department of Biomedical Engineering, College of Engineering and Applied Science, University of Cincinnati, Cincinnati, OH 45219, USA.
Karkoska Kristine A
Division of Hematology/Oncology, Department of Internal Medicine, University of Cincinnati College of Medicine, Cincinnati, OH 45219, USA.
Clendinen Cherita A
Department of Psychology, Behavioral and Cognitive Neuroscience, University of Florida, Tampa, FL 33620, USA.
DeBaun Michael R
Vanderbilt-Meharry Center of Excellence in Sickle Cell Disease, Vanderbilt University Children's Hospital, Nashville, TN 37232, USA.
Gutmark Ephraim
Department of Aerospace Engineering and Engineering Mechanics, College of Engineering and Applied Science, University of Cincinnati, Cincinnati, OH 45219, USA.
Barrile Riccardo ORCID
Department of Biomedical Engineering, College of Engineering and Applied Science, University of Cincinnati, Cincinnati, OH 45219, USA.
Hyacinth Hyacinth I ORCID
Department of Neurology and Rehabilitation Medicine, University of Cincinnati College of Medicine, 231 Albert Sabin Way, Cincinnati, OH 45267-0525, USA.
Article Info
Journal
Brain sciences
Abbr.
Brain Sci
ISSN
2076-3425
Published
2022-10-18
电子出版
2022-00-18
Language
English
Country/Region
Switzerland
NLM ID
101598646
基金资助
NIMHD NIH HHS · L60 MD013112 · United States
NIA NIH HHS · 1R01AG072592 · United States
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