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.
引用
收藏
页数:15
相关论文
共 50 条
  • [31] The Mechanism of Disease of Alzheimer's and Parkinson Disease
    De Groen, Piet
    NEUROLOGY, 2023, 100 (17)
  • [32] From Parkinson's Disease to Alzheimer Disease
    Vranova, Hana Prikrylova
    Nevrly, Martin
    Hlustik, Petr
    Mares, Jan
    Obereigneru, Radko
    Kanovsky, Petr
    NEUROLOGY, 2012, 78
  • [33] Depressive disorders in Parkinson's disease and Alzheimer's disease
    Tolibov, D.
    Rakhimbaeva, G.
    MOVEMENT DISORDERS, 2016, 31 : S438 - S438
  • [34] Effects of nicotine on Alzheimer's disease and Parkinson's disease
    Zhao, B.
    FREE RADICAL RESEARCH, 2006, 40 : S88 - S88
  • [35] Microglial autophagy in Alzheimer's disease and Parkinson's disease
    Wang, Zhifu
    Wang, Qi
    Li, Shihua
    Li, Xiao-Jiang
    Yang, Weili
    He, Dajian
    FRONTIERS IN AGING NEUROSCIENCE, 2023, 14
  • [36] Responses to donepezil in Alzheimer's disease and Parkinson's disease
    Mori, S
    ALZHEIMER'S DISEASE: VASCULAR ETIOLOGY AND PATHOLOGY, 2002, 977 : 493 - 500
  • [37] Mitochondrial therapeutics in Alzheimer's disease and Parkinson's disease
    Hoekstra, Jake G.
    Montine, Kathleen S.
    Zhang, Jing
    Montine, Thomas J.
    ALZHEIMERS RESEARCH & THERAPY, 2011, 3 (03):
  • [38] Parkinson's disease and Alzheimer's disease - Some similarities
    Calne, D. B.
    JOURNAL OF THE NEUROLOGICAL SCIENCES, 2006, 248 (1-2) : 301 - 301
  • [39] Mitochondrial therapeutics in Alzheimer's disease and Parkinson's disease
    Jake G Hoekstra
    Kathleen S Montine
    Jing Zhang
    Thomas J Montine
    Alzheimer's Research & Therapy, 3
  • [40] Comparison of the psychoses in Parkinson's disease and Alzheimer's disease
    Naimark, D
    Jackson, JE
    Rockwell, E
    Jeste, DV
    AMERICAN JOURNAL OF GERIATRIC PSYCHIATRY, 1996, 4 (04): : 372 - 372