Progression of Cerebral Atrophy in Alzheimer's Disease and Its Consequences on Traumatic Brain Injury: Insights From Longitudinal MRI Studies.

IF 2.1 4区 医学 Q3 ENGINEERING, BIOMEDICAL
Hamed Abdi, David Sanchez-Molina, Silvia Garcia-Vilana, Sajad Azizi, Vafa Rahimi-Movaghar
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Abstract

Alzheimer's disease (AD) is characterized by progressive cerebral atrophy that alters the brain's biomechanical response to external loading and may increase susceptibility to traumatic brain injury (TBI). This study aimed to quantify how varying degrees of AD-related atrophy affect intracranial dynamics under impact conditions and to compare these effects with those observed in normal aging. Three-dimensional finite-element head models were constructed in COMSOL Multiphysics, incorporating skull, cerebrospinal fluid (CSF), and brain tissue. Longitudinal MRI data informed annual volume-reduction rates of 0.5% (healthy aging), 1% (moderate AD), and 4% (severe AD) over a four-year period. Fluid-structure interaction (FSI) was employed to simulate dynamic interactions between the CSF and deformable brain tissue under a standardized blunt impact scenario. Key biomechanical metrics-relative brain-skull displacement and peak intracranial pressure-were recorded in frontal and occipital regions. At approximately 15.07% total volume reduction (severe AD), relative brain-skull displacement increased by 12.6% in the frontal region and 28.0% in the occipital region compared with healthy aging. Peak intracranial pressure decreased by 5.51% in the frontal region and 4.95% in the occipital region under severe atrophy, indicating enhanced energy absorption by the expanded CSF layer but greater overall brain motion. The amplified displacement patterns suggest elevated strain on bridging veins and a higher risk of subdural hematoma formation. Progressive brain atrophy in AD significantly modifies intracranial biomechanics under impact, underscoring the importance of accounting for neurodegenerative changes in TBI risk assessments. Incorporation of patient-specific viscoelastic properties-obtainable via Magnetic Resonance Elastography-into future models may further enhance predictive accuracy for vulnerable populations.

阿尔茨海默病脑萎缩的进展及其对创伤性脑损伤的影响:来自纵向MRI研究的见解。
阿尔茨海默病(AD)的特点是进行性脑萎缩,改变大脑对外部负荷的生物力学反应,并可能增加对创伤性脑损伤(TBI)的易感性。本研究旨在量化不同程度的ad相关萎缩如何影响冲击条件下的颅内动力学,并将这些影响与正常衰老中观察到的效果进行比较。在COMSOL Multiphysics中构建三维头部有限元模型,包括颅骨、脑脊液(CSF)和脑组织。纵向MRI数据显示,在四年期间,每年的体积减少率为0.5%(健康老化),1%(中度阿尔茨海默病)和4%(严重阿尔茨海默病)。采用流固相互作用(FSI)模拟标准化钝器冲击情景下脑脊液与可变形脑组织的动态相互作用。关键的生物力学指标-相对脑-颅骨位移和颅内压峰值记录在额部和枕部。在总体积减少约15.07%(严重AD)时,与健康衰老相比,额区相对脑-颅骨位移增加12.6%,枕区相对脑-颅骨位移增加28.0%。严重萎缩时额区颅内压峰值下降5.51%,枕区颅内压峰值下降4.95%,表明脑脊液层扩大后能量吸收增强,但整体脑运动增强。放大的位移模式提示桥静脉应变升高和硬膜下血肿形成的高风险。阿尔茨海默病进行性脑萎缩显著改变颅内生物力学,强调了在TBI风险评估中考虑神经退行性变化的重要性。将患者特异性粘弹性特性(可通过磁共振弹性成像获得)纳入未来的模型中,可能会进一步提高对弱势群体的预测准确性。
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来源期刊
International Journal for Numerical Methods in Biomedical Engineering
International Journal for Numerical Methods in Biomedical Engineering ENGINEERING, BIOMEDICAL-MATHEMATICAL & COMPUTATIONAL BIOLOGY
CiteScore
4.50
自引率
9.50%
发文量
103
审稿时长
3 months
期刊介绍: All differential equation based models for biomedical applications and their novel solutions (using either established numerical methods such as finite difference, finite element and finite volume methods or new numerical methods) are within the scope of this journal. Manuscripts with experimental and analytical themes are also welcome if a component of the paper deals with numerical methods. Special cases that may not involve differential equations such as image processing, meshing and artificial intelligence are within the scope. Any research that is broadly linked to the wellbeing of the human body, either directly or indirectly, is also within the scope of this journal.
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