Cargando…

Simulating Local Deformations in the Human Cortex Due to Blood Flow-Induced Changes in Mechanical Tissue Properties: Impact on Functional Magnetic Resonance Imaging

Investigating human brain tissue is challenging due to the complexity and the manifold interactions between structures across different scales. Increasing evidence suggests that brain function and microstructural features including biomechanical features are related. More importantly, the relationsh...

Descripción completa

Detalles Bibliográficos
Autores principales: Zoraghi, Mahsa, Scherf, Nico, Jaeger, Carsten, Sack, Ingolf, Hirsch, Sebastian, Hetzer, Stefan, Weiskopf, Nikolaus
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8490675/
https://www.ncbi.nlm.nih.gov/pubmed/34621151
http://dx.doi.org/10.3389/fnins.2021.722366
_version_ 1784578565446041600
author Zoraghi, Mahsa
Scherf, Nico
Jaeger, Carsten
Sack, Ingolf
Hirsch, Sebastian
Hetzer, Stefan
Weiskopf, Nikolaus
author_facet Zoraghi, Mahsa
Scherf, Nico
Jaeger, Carsten
Sack, Ingolf
Hirsch, Sebastian
Hetzer, Stefan
Weiskopf, Nikolaus
author_sort Zoraghi, Mahsa
collection PubMed
description Investigating human brain tissue is challenging due to the complexity and the manifold interactions between structures across different scales. Increasing evidence suggests that brain function and microstructural features including biomechanical features are related. More importantly, the relationship between tissue mechanics and its influence on brain imaging results remains poorly understood. As an important example, the study of the brain tissue response to blood flow could have important theoretical and experimental consequences for functional magnetic resonance imaging (fMRI) at high spatial resolutions. Computational simulations, using realistic mechanical models can predict and characterize the brain tissue behavior and give us insights into the consequent potential biases or limitations of in vivo, high-resolution fMRI. In this manuscript, we used a two dimensional biomechanical simulation of an exemplary human gyrus to investigate the relationship between mechanical tissue properties and the respective changes induced by focal blood flow changes. The model is based on the changes in the brain’s stiffness and volume due to the vasodilation evoked by neural activity. Modeling an exemplary gyrus from a brain atlas we assessed the influence of different potential mechanisms: (i) a local increase in tissue stiffness (at the level of a single anatomical layer), (ii) an increase in local volume, and (iii) a combination of both effects. Our simulation results showed considerable tissue displacement because of these temporary changes in mechanical properties. We found that the local volume increase causes more deformation and consequently higher displacement of the gyrus. These displacements introduced considerable artifacts in our simulated fMRI measurements. Our results underline the necessity to consider and characterize the tissue displacement which could be responsible for fMRI artifacts.
format Online
Article
Text
id pubmed-8490675
institution National Center for Biotechnology Information
language English
publishDate 2021
publisher Frontiers Media S.A.
record_format MEDLINE/PubMed
spelling pubmed-84906752021-10-06 Simulating Local Deformations in the Human Cortex Due to Blood Flow-Induced Changes in Mechanical Tissue Properties: Impact on Functional Magnetic Resonance Imaging Zoraghi, Mahsa Scherf, Nico Jaeger, Carsten Sack, Ingolf Hirsch, Sebastian Hetzer, Stefan Weiskopf, Nikolaus Front Neurosci Neuroscience Investigating human brain tissue is challenging due to the complexity and the manifold interactions between structures across different scales. Increasing evidence suggests that brain function and microstructural features including biomechanical features are related. More importantly, the relationship between tissue mechanics and its influence on brain imaging results remains poorly understood. As an important example, the study of the brain tissue response to blood flow could have important theoretical and experimental consequences for functional magnetic resonance imaging (fMRI) at high spatial resolutions. Computational simulations, using realistic mechanical models can predict and characterize the brain tissue behavior and give us insights into the consequent potential biases or limitations of in vivo, high-resolution fMRI. In this manuscript, we used a two dimensional biomechanical simulation of an exemplary human gyrus to investigate the relationship between mechanical tissue properties and the respective changes induced by focal blood flow changes. The model is based on the changes in the brain’s stiffness and volume due to the vasodilation evoked by neural activity. Modeling an exemplary gyrus from a brain atlas we assessed the influence of different potential mechanisms: (i) a local increase in tissue stiffness (at the level of a single anatomical layer), (ii) an increase in local volume, and (iii) a combination of both effects. Our simulation results showed considerable tissue displacement because of these temporary changes in mechanical properties. We found that the local volume increase causes more deformation and consequently higher displacement of the gyrus. These displacements introduced considerable artifacts in our simulated fMRI measurements. Our results underline the necessity to consider and characterize the tissue displacement which could be responsible for fMRI artifacts. Frontiers Media S.A. 2021-09-21 /pmc/articles/PMC8490675/ /pubmed/34621151 http://dx.doi.org/10.3389/fnins.2021.722366 Text en Copyright © 2021 Zoraghi, Scherf, Jaeger, Sack, Hirsch, Hetzer and Weiskopf. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Neuroscience
Zoraghi, Mahsa
Scherf, Nico
Jaeger, Carsten
Sack, Ingolf
Hirsch, Sebastian
Hetzer, Stefan
Weiskopf, Nikolaus
Simulating Local Deformations in the Human Cortex Due to Blood Flow-Induced Changes in Mechanical Tissue Properties: Impact on Functional Magnetic Resonance Imaging
title Simulating Local Deformations in the Human Cortex Due to Blood Flow-Induced Changes in Mechanical Tissue Properties: Impact on Functional Magnetic Resonance Imaging
title_full Simulating Local Deformations in the Human Cortex Due to Blood Flow-Induced Changes in Mechanical Tissue Properties: Impact on Functional Magnetic Resonance Imaging
title_fullStr Simulating Local Deformations in the Human Cortex Due to Blood Flow-Induced Changes in Mechanical Tissue Properties: Impact on Functional Magnetic Resonance Imaging
title_full_unstemmed Simulating Local Deformations in the Human Cortex Due to Blood Flow-Induced Changes in Mechanical Tissue Properties: Impact on Functional Magnetic Resonance Imaging
title_short Simulating Local Deformations in the Human Cortex Due to Blood Flow-Induced Changes in Mechanical Tissue Properties: Impact on Functional Magnetic Resonance Imaging
title_sort simulating local deformations in the human cortex due to blood flow-induced changes in mechanical tissue properties: impact on functional magnetic resonance imaging
topic Neuroscience
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8490675/
https://www.ncbi.nlm.nih.gov/pubmed/34621151
http://dx.doi.org/10.3389/fnins.2021.722366
work_keys_str_mv AT zoraghimahsa simulatinglocaldeformationsinthehumancortexduetobloodflowinducedchangesinmechanicaltissuepropertiesimpactonfunctionalmagneticresonanceimaging
AT scherfnico simulatinglocaldeformationsinthehumancortexduetobloodflowinducedchangesinmechanicaltissuepropertiesimpactonfunctionalmagneticresonanceimaging
AT jaegercarsten simulatinglocaldeformationsinthehumancortexduetobloodflowinducedchangesinmechanicaltissuepropertiesimpactonfunctionalmagneticresonanceimaging
AT sackingolf simulatinglocaldeformationsinthehumancortexduetobloodflowinducedchangesinmechanicaltissuepropertiesimpactonfunctionalmagneticresonanceimaging
AT hirschsebastian simulatinglocaldeformationsinthehumancortexduetobloodflowinducedchangesinmechanicaltissuepropertiesimpactonfunctionalmagneticresonanceimaging
AT hetzerstefan simulatinglocaldeformationsinthehumancortexduetobloodflowinducedchangesinmechanicaltissuepropertiesimpactonfunctionalmagneticresonanceimaging
AT weiskopfnikolaus simulatinglocaldeformationsinthehumancortexduetobloodflowinducedchangesinmechanicaltissuepropertiesimpactonfunctionalmagneticresonanceimaging