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静止状态功能磁共振成像(fMRI)模式与 F-FDG PET 在脊髓小脑共济失调 3 型中的比较。

A resting-state fMRI pattern of spinocerebellar ataxia type 3 and comparison with F-FDG PET.

机构信息

Department of Neurology, University Medical Center Groningen, University of Groningen, the Netherlands.

Department of Neurology, University Medical Center Groningen, University of Groningen, the Netherlands.

出版信息

Neuroimage Clin. 2022;34:103023. doi: 10.1016/j.nicl.2022.103023. Epub 2022 Apr 25.

Abstract

Spinocerebellar ataxia type 3 (SCA3) is a rare genetic neurodegenerative disease. The neurobiological basis of SCA3 is still poorly understood, and up until now resting-state fMRI (rs-fMRI) has not been used to study this disease. In the current study we investigated (multi-echo) rs-fMRI data from patients with genetically confirmed SCA3 (n = 17) and matched healthy subjects (n = 16). Using independent component analysis (ICA) and subsequent regression with bootstrap resampling, we identified a pattern of differences between patients and healthy subjects, which we coined the fMRI SCA3 related pattern (fSCA3-RP) comprising cerebellum, anterior striatum and various cortical regions. Individual fSCA3-RP scores were highly correlated with a previously published F-FDG PET pattern found in the same sample (rho = 0.78, P = 0.0003). Also, a high correlation was found with the Scale for Assessment and Rating of Ataxia scores (r = 0.63, P = 0.007). No correlations were found with neuropsychological test scores, nor with levels of grey matter atrophy. Compared with the F-FDG PET pattern, the fSCA3-RP included a more extensive contribution of the mediofrontal cortex, putatively representing changes in default network activity. This rs-fMRI identification of additional regions is proposed to reflect a consequence of the nature of the BOLD technique, enabling measurement of dynamic network activity, compared to the more static F-FDG PET methodology. Altogether, our findings shed new light on the neural substrate of SCA3, and encourage further validation of the fSCA3-RP to assess its potential contribution as imaging biomarker for future research and clinical use.

摘要

脊髓小脑性共济失调 3 型(SCA3)是一种罕见的遗传性神经退行性疾病。SCA3 的神经生物学基础仍知之甚少,到目前为止,静息态 fMRI(rs-fMRI)尚未用于研究这种疾病。在目前的研究中,我们研究了经基因确证的 SCA3 患者(n=17)和匹配的健康受试者(n=16)的(多回波)rs-fMRI 数据。使用独立成分分析(ICA)和随后的 bootstrap 重采样回归,我们确定了患者和健康受试者之间存在差异的模式,我们将其命名为 fMRI SCA3 相关模式(fSCA3-RP),包括小脑、前纹状体和各种皮质区域。个体的 fSCA3-RP 评分与在同一样本中发现的先前发表的 F-FDG PET 模式高度相关(rho=0.78,P=0.0003)。还与共济失调评估和评分量表的评分高度相关(r=0.63,P=0.007)。与神经心理学测试评分或灰质萎缩程度无相关性。与 F-FDG PET 模式相比,fSCA3-RP 包括中前额叶皮层的更广泛贡献,推测代表默认网络活动的变化。与更静态的 F-FDG PET 方法相比,rs-fMRI 对这些额外区域的识别被认为反映了 BOLD 技术的性质,能够测量动态网络活动。总之,我们的研究结果为 SCA3 的神经基础提供了新的认识,并鼓励进一步验证 fSCA3-RP,以评估其作为未来研究和临床应用的成像生物标志物的潜在贡献。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1677/9062756/0153598a9c92/gr1.jpg

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