TY - JOUR
T1 - Effects of anatomy and head motion on spatial patterns of deformation in the human brain
AU - Escarcega, Jordan D.
AU - Okamoto, Ruth J.
AU - Alshareef, Ahmed A.
AU - Johnson, Curtis L.
AU - Bayly, Philip V.
N1 - Publisher Copyright:
© The Author(s) under exclusive licence to Biomedical Engineering Society 2024.
PY - 2025
Y1 - 2025
N2 - Purpose: To determine how the biomechanical vulnerability of the human brain is affected by features of individual anatomy and loading. Methods: To identify the features that contribute most to brain vulnerability, we imparted mild harmonic acceleration to the head and measured the resulting brain motion and deformation using magnetic resonance elastography (MRE). Oscillatory motion was imparted to the heads of adult participants using a lateral actuator (n = 24) or occipital actuator (n = 24) at 20 Hz, 30 Hz, and 50 Hz. Displacement vector fields and strain tensor fields in the brain were obtained from MRE measurements. Anatomical images, as well as displacement and strain fields from each participant were rigidly and deformably aligned to a common atlas (MNI-152). Vulnerability of the brain to deformation was quantified by the ratio of strain energy (SE) to kinetic energy (KE) for each participant. Similarity of deformation patterns between participants was quantified using strain field correlation (CV). Linear regression models were used to identify the effect of similarity of brain size, shape, and age, as well as similarity of loading, on CV. Results: The SE/KE ratio decreased with frequency and was larger for participants undergoing lateral, rather than occipital, actuation. Head rotation about the inferior–superior axis was correlated with larger SE/KE ratio. Strain field correlations were primarily affected by the similarity of rigid-body motion. Conclusion: The motion applied to the skull is the most important factor in determining both the vulnerability of the brain to deformation and the similarity between strain fields in different individuals.
AB - Purpose: To determine how the biomechanical vulnerability of the human brain is affected by features of individual anatomy and loading. Methods: To identify the features that contribute most to brain vulnerability, we imparted mild harmonic acceleration to the head and measured the resulting brain motion and deformation using magnetic resonance elastography (MRE). Oscillatory motion was imparted to the heads of adult participants using a lateral actuator (n = 24) or occipital actuator (n = 24) at 20 Hz, 30 Hz, and 50 Hz. Displacement vector fields and strain tensor fields in the brain were obtained from MRE measurements. Anatomical images, as well as displacement and strain fields from each participant were rigidly and deformably aligned to a common atlas (MNI-152). Vulnerability of the brain to deformation was quantified by the ratio of strain energy (SE) to kinetic energy (KE) for each participant. Similarity of deformation patterns between participants was quantified using strain field correlation (CV). Linear regression models were used to identify the effect of similarity of brain size, shape, and age, as well as similarity of loading, on CV. Results: The SE/KE ratio decreased with frequency and was larger for participants undergoing lateral, rather than occipital, actuation. Head rotation about the inferior–superior axis was correlated with larger SE/KE ratio. Strain field correlations were primarily affected by the similarity of rigid-body motion. Conclusion: The motion applied to the skull is the most important factor in determining both the vulnerability of the brain to deformation and the similarity between strain fields in different individuals.
KW - Brain biomechanics
KW - MR elastography
KW - MRI
KW - Traumatic brain injury
UR - http://www.scopus.com/inward/record.url?scp=85213723862&partnerID=8YFLogxK
U2 - 10.1007/s10439-024-03671-1
DO - 10.1007/s10439-024-03671-1
M3 - Article
C2 - 39739082
AN - SCOPUS:85213723862
SN - 0090-6964
JO - Annals of biomedical engineering
JF - Annals of biomedical engineering
ER -