Disrupted cerebellar structural connectome in spinocerebellar ataxia type 3 and its association with transcriptional profiles

Author:

Dong Xinyi123ORCID,Liu Bing4,Huang Weijie1235ORCID,Chen Haojie123,Zhang Yunhao6,Yao Zeshan7,Shmuel Amir89,Yang Aocai10,Dai Zhengjia11,Ma Guolin10,Shu Ni123

Affiliation:

1. State Key Laboratory of Cognitive Neuroscience and Learning and IDG/McGovern Institute for Brain Research, Beijing Normal University , 19 Xiejiekouwai Street, Haidian District, Beijing 100875 , China

2. BABRI Centre, Beijing Normal University , 19 Xiejiekouwai Street, Haidian District, Beijing 100875 , China

3. Beijing Key Laboratory of Brain Imaging and Connectomics, Beijing Normal University , 19 Xiejiekouwai Street, Haidian District, Beijing 100875 , China

4. Department of Radiology, Shandong Provincial Hospital Affiliated to Shandong First Medical University , 324 Jing-wu Road, Jinan, Shandong Province, 250021 , China

5. Department of Systems Science, Beijing Normal University , 19 Xiejiekouwai Street, Haidian District, Beijing 100875 , China

6. State Key Laboratory of Multimodal Artificial Intelligence Systems, Institute of Automation, Chinese Academy of Sciences , 95 Zhongguancun East Road, Haidian District, Beijing 100190 , China

7. Institute of Biomedical Engineering, Jingjinji National Center of Technology Innovation , Building 9, No. 6 Dongsheng Science Park North Street, Haidian District, Beijing 100094 , China

8. McConnell Brain Imaging Centre, Montreal Neurological Institute , 3801 University, Room NW261, Montreal, QC, Canada H3A 2B4

9. Departments of Neurology and Neurosurgery , Physiology, and Biomedical Engineering, 3801 University, Room NW261, Montreal, QC, Canada H3A 2B4

10. Department of Radiology, China-Japan Friendship Hospital , No. 2 East Yinghua Road, Chaoyang District, Beijing 100029 , China

11. Department of Psychology, Sun Yat-sen University , 132 Outer Ring East Road, Panyu District, Guangzhou, Guangdong Province, 510275 , China

Abstract

Abstract Spinocerebellar ataxia type 3 (SCA3) is primarily characterized by progressive cerebellar degeneration, including gray matter atrophy and disrupted anatomical and functional connectivity. The alterations of cerebellar white matter structural network in SCA3 and the underlying neurobiological mechanism remain unknown. Using a cohort of 20 patients with SCA3 and 20 healthy controls, we constructed cerebellar structural networks from diffusion MRI and investigated alterations of topological organization. Then, we mapped the alterations with transcriptome data from the Allen Human Brain Atlas to identify possible biological mechanisms for regional selective vulnerability to white matter damage. Compared with healthy controls, SCA3 patients exhibited reduced global and nodal efficiency, along with a widespread decrease in edge strength, particularly affecting edges connected to hub regions. The strength of inter-module connections was lower in SCA3 group and negatively correlated with the Scale for the Assessment and Rating of Ataxia score, International Cooperative Ataxia Rating Scale score, and cytosine–adenine–guanine repeat number. Moreover, the transcriptome–connectome association study identified the expression of genes involved in synapse-related and metabolic biological processes. These findings suggest a mechanism of white matter vulnerability and a potential image biomarker for the disease severity, providing insights into neurodegeneration and pathogenesis in this disease.

Funder

STI2030-Major Projects

National Natural Science Foundation of China

Fundamental Research Funds for the Central Universities

Open Research Fund of the State Key Laboratory of Cognitive Neuroscience and Learning

Guangzhou Science and Technology Planning Project

Capital’s Funds for Health Improvement and Research

Publisher

Oxford University Press (OUP)

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