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与帕金森病区域皮质厚度变化相关的转录组特征

Transcriptomic Signatures Associated With Regional Cortical Thickness Changes in Parkinson's Disease.

作者信息

Keo Arlin, Dzyubachyk Oleh, van der Grond Jeroen, van Hilten Jacobus J, Reinders Marcel J T, Mahfouz Ahmed

机构信息

Leiden Computational Biology Center, Leiden University Medical Center, Leiden, Netherlands.

Delft Bioinformatics Lab, Delft University of Technology, Delft, Netherlands.

出版信息

Front Neurosci. 2021 Oct 1;15:733501. doi: 10.3389/fnins.2021.733501. eCollection 2021.

Abstract

Cortical atrophy is a common manifestation in Parkinson's disease (PD), particularly in advanced stages of the disease. To elucidate the molecular underpinnings of cortical thickness changes in PD, we performed an integrated analysis of brain-wide healthy transcriptomic data from the Allen Human Brain Atlas and patterns of cortical thickness based on T1-weighted anatomical MRI data of 149 PD patients and 369 controls. For this purpose, we used partial least squares regression to identify gene expression patterns correlated with cortical thickness changes. In addition, we identified gene expression patterns underlying the relationship between cortical thickness and clinical domains of PD. Our results show that genes whose expression in the healthy brain is associated with cortical thickness changes in PD are enriched in biological pathways related to sumoylation, regulation of mitotic cell cycle, mitochondrial translation, DNA damage responses, and ER-Golgi traffic. The associated pathways were highly related to each other and all belong to cellular maintenance mechanisms. The expression of genes within most pathways was negatively correlated with cortical thickness changes, showing higher expression in regions associated with decreased cortical thickness (atrophy). On the other hand, sumoylation pathways were positively correlated with cortical thickness changes, showing higher expression in regions with increased cortical thickness (hypertrophy). Our findings suggest that alterations in the balanced interplay of these mechanisms play a role in changes of cortical thickness in PD and possibly influence motor and cognitive functions.

摘要

皮质萎缩是帕金森病(PD)的常见表现,尤其是在疾病的晚期。为了阐明PD患者皮质厚度变化的分子基础,我们对来自艾伦人类大脑图谱的全脑健康转录组数据以及基于149例PD患者和369例对照的T1加权解剖MRI数据的皮质厚度模式进行了综合分析。为此,我们使用偏最小二乘回归来识别与皮质厚度变化相关的基因表达模式。此外,我们还确定了皮质厚度与PD临床领域之间关系背后的基因表达模式。我们的结果表明,在健康大脑中表达与PD皮质厚度变化相关的基因在与SUMO化、有丝分裂细胞周期调控、线粒体翻译、DNA损伤反应和内质网-高尔基体运输相关的生物学途径中富集。相关途径彼此高度相关,均属于细胞维持机制。大多数途径中的基因表达与皮质厚度变化呈负相关,在皮质厚度降低(萎缩)相关区域表达较高。另一方面,SUMO化途径与皮质厚度变化呈正相关,在皮质厚度增加(肥大)区域表达较高。我们的研究结果表明,这些机制平衡相互作用的改变在PD皮质厚度变化中起作用,并可能影响运动和认知功能。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/dc2b/8519261/ec711084719c/fnins-15-733501-g001.jpg

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