Research Centre for the Neurosciences of Ageing, Academic Unit of Psychiatry and Addiction Medicine, Australian National University Medical School, Canberra Hospital, Canberra, Australia.
Neuroscience Research Australia, Sydney, Australia.
Psychiatry Res Neuroimaging. 2023 Oct;335:111717. doi: 10.1016/j.pscychresns.2023.111717. Epub 2023 Sep 14.
Mapping the spatiotemporal progression of neuroanatomical change in Huntington's Disease (HD) is fundamental to the development of bio-measures for prognostication. Statistical shape analysis to measure the striatum has been performed in HD, however there have been a limited number of longitudinal studies. To address these limitations, we utilised the Spherical Harmonic Point Distribution Method (SPHARM-PDM) to generate point distribution models of the striatum in individuals, and used linear mixed models to test for localised shape change over time in pre-manifest HD (pre-HD), symp-HD (symp-HD) and control individuals. Longitudinal MRI scans from the IMAGE-HD study were used (baseline, 18 and 30 months). We found significant differences in the shape of the striatum between groups. Significant group-by-time interaction was observed for the putamen bilaterally, but not for caudate. A differential rate of shape change between groups over time was observed, with more significant deflation in the symp-HD group in comparison with the pre-HD and control groups. CAG repeats were correlated with bilateral striatal shape in pre-HD and symp-HD. Robust statistical analysis of the correlates of striatal shape change in HD has confirmed the suitability of striatal morphology as a potential biomarker correlated with CAG-repeat length, and potentially, an endophenotype.
研究亨廷顿病(HD)神经解剖结构变化的时空进展对于开发预后的生物标志物至关重要。已经在 HD 中进行了用于测量纹状体的统计形状分析,但是纵向研究的数量有限。为了解决这些限制,我们利用球形谐波点分布方法(SPHARM-PDM)生成个体纹状体的点分布模型,并使用线性混合模型来测试在无症状前 HD(pre-HD)、有症状 HD(symp-HD)和对照组个体中随时间的局部形状变化。使用来自 IMAGE-HD 研究的纵向 MRI 扫描(基线、18 和 30 个月)。我们发现组间纹状体形状存在显著差异。在双侧壳核中观察到显著的组-时间交互作用,但在尾状核中未观察到。随着时间的推移,观察到组间形状变化的差异率,与 pre-HD 和对照组相比,symp-HD 组的收缩更为明显。CAG 重复与 pre-HD 和 symp-HD 双侧纹状体形状相关。对 HD 纹状体形状变化相关因素的稳健统计分析证实了纹状体形态作为与 CAG 重复长度相关的潜在生物标志物的适宜性,并且可能是一种表型。