Overlap between Central and Peripheral Transcriptomes in Parkinson's Disease but Not Alzheimer's Disease

被引:5
|
作者
Hooshmand, Kosar [1 ]
Halliday, Glenda M. [1 ]
Pineda, Sandy S. [1 ,2 ]
Sutherland, Greg T. [3 ]
Guennewig, Boris [1 ]
机构
[1] Univ Sydney, Fac Med & Hlth, Sch Med Sci, Brain & Mind Ctr, Camperdown, NSW 2050, Australia
[2] Garvan Inst Med Res, Garvan Weizmann Ctr Cellular Genom, Darlinghurst, NSW 2010, Australia
[3] Univ Sydney, Sch Med Sci, Fac Med & Hlth, Charles Perkins Ctr, Camperdown, NSW 2050, Australia
基金
澳大利亚国家健康与医学研究理事会; 英国医学研究理事会;
关键词
Alzheimer's disease; Parkinson's disease; RNA sequencing; machine learning (ML); Brodmann Area 9 (dorsolateral prefrontal cortex); blood biomarkers; TAU;
D O I
10.3390/ijms23095200
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
Most neurodegenerative disorders take decades to develop, and their early detection is challenged by confounding non-pathological ageing processes. Therefore, the discovery of genes and molecular pathways in both peripheral and brain tissues that are highly predictive of disease evolution is necessary. To find genes that influence Alzheimer's disease (AD) and Parkinson's disease (PD) pathogenesis, human RNA-Seq transcriptomic data from Brodmann Area 9 (BA9) of the dorsolateral prefrontal cortex (DLPFC), whole blood (WB), and peripheral blood mononuclear cells (PBMC) were analysed using a combination of differential gene expression and a random forest-based machine learning algorithm. The results suggest that there is little overlap between PD and AD, and the AD brain signature is unique mainly compared to blood-based samples. Moreover, the AD-BA9 was characterised by changes in 'nervous system development' with Myocyte-specific enhancer factor 2C (Mef2C), encoding a transcription factor that induces microglia activation, a prominent feature. The peripheral AD transcriptome was associated with alterations in 'viral process', and FYN, which has been previously shown to link amyloid-beta and tau, was the prominent feature. However, in the absence of any overlap with the central transcriptome, it is unclear whether peripheral FYN levels reflect AD severity or progression. In PD, central and peripheral signatures are characterised by anomalies in 'exocytosis' and specific genes related to the SNARE complex, including Vesicle-associated membrane protein 2 (VAMP2), Syntaxin 1A (STX1A), and p21-activated kinase 1 (PAK1). This is consistent with our current understanding of the physiological role of alpha-synuclein and how alpha-synuclein oligomers compromise vesicle docking and neurotransmission. Overall, the results describe distinct disease-specific pathomechanisms, both within the brain and peripherally, for the two most common neurodegenerative disorders.
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页数:15
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