Fixel-Based Analysis Reveals Detailed White Matter Changes in Semantic Dementia.

Maria Luisa Mandelli, Yann Cobigo, Ilaria Perretti, Dana Leichter, Celina Alba, Rian Bogley, Nick Wellman, Siddarth Ramkrishnan, Zachary A Miller, Bruce L Miller, William W Seeley, Howard J Rosen, Maria Luisa Gorno-Tempini
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Abstract

Background and purpose: Accurately characterizing white matter (WM) microstructure is critical for understanding neurodegenerative diseases such as semantic dementia (SD). Regionally constrained techniques like tract-based spatial statistics (TBSS) rely on diffusion-tensor imaging (DTI) and assume a single fiber population per voxel, limiting their sensitivity to complex architecture. Fixel-based morphometry (FBM) overcomes this by assessing multiple fiber populations (fixels) within a single voxel. In this study, we compared TBSS and Fixel-based analysis (FBA) for detecting WM alterations in SD variants associated with anterior temporal lobe (ATL) atrophy.

Methods: Multi-shell diffusion MRI from 16 left-lateralized semantic-variant PPA (svPPA) and 15 right-lateralized semantic-behavioral fronto-temporal dementia (sbvFTD) cases, plus 44 neurologically healthy controls, underwent both TBSS-DTI and whole-brain FBA. Fiber-specific metrics of fiber density and cross-section were contrasted with conventional DTI measures.

Results: Both methods confirmed damage to ATL-connected tracts-the uncinate fasciculus, inferior longitudinal fasciculus, inferior fronto-occipital fasciculus, and temporal projections of the arcuate fasciculus. FBA, however, revealed additional involvement of juxtacortical and other previously overlooked pathways, including the tapetum and anterior commissure, projections to the parahippocampal gyrus and amygdala, and longer-range parietal connections.

Conclusions: By capturing fiber-specific micro- and macrostructural changes, FBA yields a more comprehensive map of WM degeneration in SD than TBSS. The ability to detect early alterations in commissural and mesial-temporal pathways refines our understanding of disease spread and highlights candidate targets for monitoring and intervention aimed at preserving cognitive function.

基于固定的分析揭示了语义性痴呆患者白质的详细变化。
背景与目的准确表征白质(WM)微观结构对理解语义性痴呆(SD)等神经退行性疾病至关重要。区域约束技术,如基于束的空间统计(TBSS)依赖于扩散张量成像(DTI),并假设每体素有单个纤维种群,限制了它们对复杂结构的敏感性。基于固定单元的形态测量(FBM)通过评估单个体素内的多个纤维种群(固定单元)来克服这一问题。在这项研究中,我们比较了TBSS和基于fixel的分析(FBA)来检测与前颞叶(ATL)萎缩相关的SD变异的WM改变。方法对16例左侧语义变异性PPA (svPPA)和15例右侧语义行为额颞叶痴呆(sbvFTD)患者以及44例神经健康对照进行tss - dti和全脑FBA。纤维密度和截面的纤维特异性指标与传统的DTI测量进行了对比。结果两种方法均证实atl连接束——钩状束、下纵束、额枕下束和弓形束颞突的损伤。然而,FBA揭示了皮质旁通路和其他先前被忽视的通路的额外参与,包括绒毡层和前连合,海马旁回和杏仁核的投射,以及更远距离的顶叶连接。通过捕获纤维特异性的微观和宏观结构变化,FBA比TBSS更全面地描绘了SD的WM变性。检测联运和中颞通路早期改变的能力改进了我们对疾病传播的理解,并突出了旨在保持认知功能的监测和干预的候选靶点。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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