Ghiyamihoor Farshid, Peymani Payam, Perron Jarrad, Asemi-Rad Azam, Marzban Mehdi, Mohite Aashka, Ardila Karen, Aljada Bara, Marzban Asghar, Toback Mehnosh, Eltonsy Sherif, Ko Ji Hyun, Siddiqui Tabrez J, Steele Christopher J, Kong Jiming, Manto Mario, MacDonald M Ethan, Gill Jason S, Sillitoe Roy V, Balcı Fuat, Beheshti Iman, Marzban Hassan
Department of Human Anatomy and Cell Science, Max Rady College of Medicine, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, Manitoba, Canada.
The Children's Hospital Research Institute of Manitoba (CHRIM), Rady Faculty of Health Science, University of Manitoba, Winnipeg, Manitoba, Canada.
Hum Brain Mapp. 2025 Apr 15;46(6):e70214. doi: 10.1002/hbm.70214.
Cerebellar volumetric changes are intricately linked to aging, with distinct patterns across its transverse zones, the functional subdivisions characterized by unique cytoarchitectural and connectivity profiles. Despite research efforts, the cerebellar aging process in health and neurological disorders remains poorly understood. In this study, we investigated the effects of age and sex on total cerebellum, transverse zone, and lobule volumes using MRI data from over 45,000 participants compiled from six neuroimaging datasets. We also propose a framework for estimating cerebellum age as an indicator of cerebellar health. Significant age-dependent volume reductions were observed across transverse zones, with the central zone (CZ; lobules VI and VII) exhibiting the steepest decline in both health and neurological disorders. This finding highlights the CZ's vulnerability to aging and its critical role in cognitive and emotional processing. We also found prominent sex differences in age-dependent volumetric changes. Males exhibited smaller total intracranial volume (TIV)-adjusted cerebellum volume and faster age-dependent volume reduction than females in both health and mild cognitive impairment (MCI), Alzheimer disease (AD), and Parkinson disease (PD). In contrast, females with schizophrenia (SZ) and cocaine use disorder (CUD) revealed faster age-dependent cerebellar volume reduction than males. Patients with MCI, AD, and PD experienced more pronounced atrophy in the posterior (PZ) and nodular (NZ) zones compared to age-matched healthy controls, while SZ patients were characterized by a more prominent reduction in CZ. In CUD, a non-significant volume decline was observed in all zones compared to the controls. Moreover, our framework for estimating cerebellum age revealed a notable difference in cerebellar aging between healthy individuals and neurological patients. Finally, we charted age-dependent changes in cerebellar volume in healthy individuals, focusing on transverse zones capturing the functional subdivisions. These findings underscore the potential of cerebellar volumetric analysis as a biomarker for early detection and monitoring of neurodegenerative and neuropsychiatric disorders. Our novel approach complements and enhances MRI-based analyses, providing essential insights into the pathogenesis of aging, neurodegeneration, and chronic neuropsychiatric conditions.
小脑体积变化与衰老密切相关,其横向区域呈现出不同的模式,这些功能分区以独特的细胞结构和连接特征为特点。尽管进行了大量研究,但健康和神经系统疾病中的小脑衰老过程仍知之甚少。在本研究中,我们使用来自六个神经影像数据集的45000多名参与者的MRI数据,研究了年龄和性别对小脑总体积、横向区域和小叶体积的影响。我们还提出了一个估计小脑年龄的框架,作为小脑健康的指标。在各个横向区域均观察到显著的年龄依赖性体积减少,中央区(CZ;小叶VI和VII)在健康和神经系统疾病中均表现出最急剧的下降。这一发现突出了中央区对衰老的易感性及其在认知和情感处理中的关键作用。我们还发现年龄依赖性体积变化存在显著的性别差异。在健康和轻度认知障碍(MCI)、阿尔茨海默病(AD)和帕金森病(PD)中,男性的小脑总体积(TIV)校正体积较小,且年龄依赖性体积减少速度比女性快。相比之下,患有精神分裂症(SZ)和可卡因使用障碍(CUD)的女性,其年龄依赖性小脑体积减少速度比男性快。与年龄匹配的健康对照相比,MCI、AD和PD患者的后区(PZ)和小结区(NZ)萎缩更为明显,而SZ患者的特征是中央区体积减少更为显著。在CUD中,与对照组相比,所有区域的体积下降均不显著。此外,我们估计小脑年龄的框架显示,健康个体和神经系统疾病患者的小脑衰老存在显著差异。最后,我们绘制了健康个体小脑体积的年龄依赖性变化,重点关注捕获功能分区的横向区域。这些发现强调了小脑体积分析作为神经退行性和神经精神疾病早期检测和监测生物标志物的潜力。我们的新方法补充并增强了基于MRI的分析,为衰老、神经退行性变和慢性神经精神疾病的发病机制提供了重要见解。