Integrative analysis of plasma and substantia nigra in Parkinson's disease: unraveling biomarkers and insights from the lncRNA-miRNA-mRNA ceRNA network

被引:0
作者
Chun, Ka-Yoon [1 ]
Kim, Seung-Nam [1 ]
机构
[1] Dongguk Univ, Coll Korean Med, Goyang, South Korea
来源
FRONTIERS IN AGING NEUROSCIENCE | 2024年 / 16卷
基金
新加坡国家研究基金会;
关键词
Parkinson's disease; microRNA; lncRNA; ceRNA network; biomarker; GEO database; meta-analysis; bioinformatics analysis;
D O I
10.3389/fnagi.2024.1388655
中图分类号
R592 [老年病学]; C [社会科学总论];
学科分类号
03 ; 0303 ; 100203 ;
摘要
Introduction Parkinson's disease (PD) is a rapidly growing neurological disorder characterized by diverse movement symptoms. However, the underlying causes have not been clearly identified, and accurate diagnosis is challenging. This study aimed to identify potential biomarkers suitable for PD diagnosis and present an integrative perspective on the disease.Methods We screened the GSE7621, GSE8397-GPL96, GSE8397-GPL97, GSE20163, and GSE20164 datasets in the NCBI GEO database to identify differentially expressed (DE) mRNAs in the substantia nigra (SN). We also screened the GSE160299 dataset from the NCBI GEO database to identify DE lncRNAs and miRNAs in plasma. We then constructed 2 lncRNA-miRNA-mRNA competing endogenous RNA (ceRNA) regulatory networks based on the ceRNA hypothesis. To understand the biological function, we performed Kyoto Encyclopedia of Genes and Genomes pathway and Gene Ontology analyses for each ceRNA network. The receiver operating characteristic analyses (ROC) was used to assess ceRNA results.Results We identified 7 upregulated and 29 downregulated mRNAs as common DE mRNAs in the 5 SN datasets. In the blood dataset, we identified 31 DE miRNAs (9 upregulated and 22 downregulated) and 332 DE lncRNAs (69 upregulated and 263 downregulated). Based on the determined interactions, 5 genes (P2RX7, HSPA1, SLCO4A1, RAD52, and SIRT4) appeared to be upregulated as a result of 10 lncRNAs sponging 4 miRNAs (miR-411, miR-1193, miR-301b, and miR-514a-2/3). Competing with 9 genes (ANK1, CBLN1, RGS4, SLC6A3, SYNGR3, VSNL1, DDC, KCNJ6, and SV2C) for miR-671, a total of 26 lncRNAs seemed to function as ceRNAs, influencing genes to be downregulated.Discussion In this study, we successfully constructed 2 novel ceRNA regulatory networks in patients with PD, including 36 lncRNAs, 5 miRNAs, and 14 mRNAs. Our results suggest that these plasma lncRNAs are involved in the pathogenesis of PD by sponging miRNAs and regulating gene expression in the SN of the brain. We propose that the upregulated and downregulated lncRNA-mediated ceRNA networks represent mechanisms of neuroinflammation and dopamine neurotransmission, respectively. Our ceRNA network, which was associated with PD, suggests the potential use of DE miRNAs and lncRNAs as body fluid diagnostic biomarkers. These findings provide an integrated view of the mechanisms underlying gene regulation and interactions in PD.
引用
收藏
页数:9
相关论文
共 37 条
[1]   An update on pathogenesis and clinical scenario for Parkinson's disease: diagnosis and treatment [J].
Adam, Hussaini ;
Gopinath, Subash C. B. ;
Arshad, M. K. Md ;
Adam, Tijjani ;
Parmin, N. A. ;
Husein, Irzaman ;
Hashim, Uda .
3 BIOTECH, 2023, 13 (05)
[2]   Diagnosis and Treatment of Parkinson Disease A Review [J].
Armstrong, Melissa J. ;
Okun, Michael S. .
JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION, 2020, 323 (06) :548-560
[3]   Competing endogenous RNA (ceRNA) networks in Parkinson's disease: A systematic review [J].
Asadi, Mohammad Reza ;
Abed, Samin ;
Kouchakali, Ghazal ;
Fattahi, Fateme ;
Sabaie, Hani ;
Moslehian, Marziyeh Sadat ;
Sharifi-Bonab, Mirmohsen ;
Hussen, Bashdar Mahmud ;
Taheri, Mohammad ;
Ghafouri-Fard, Soudeh ;
Rezazadeh, Maryam .
FRONTIERS IN CELLULAR NEUROSCIENCE, 2023, 17
[4]   The purinergic P2X7 receptor as a potential drug target to combat neuroinflammation in neurodegenerative diseases [J].
Calzaferri, Francesco ;
Ruiz-Ruiz, Cristina ;
de Diego, Antonio M. G. ;
de Pascual, Ricardo ;
Mendez-Lopez, Iago ;
Cano-Abad, Maria F. ;
Maneu, Victoria ;
de los Rios, Cristobal ;
Gandia, Luis ;
Garcia, Antonio G. .
MEDICINAL RESEARCH REVIEWS, 2020, 40 (06) :2427-2465
[5]   AmiGO: online access to ontology and annotation data [J].
Carbon, Seth ;
Ireland, Amelia ;
Mungall, Christopher J. ;
Shu, ShengQiang ;
Marshall, Brad ;
Lewis, Suzanna .
BIOINFORMATICS, 2009, 25 (02) :288-289
[6]   Brain-Biomarker Changes in Body Fluids of Patients with Parkinson's Disease [J].
Cocco, Cristina ;
Manai, Antonio Luigi ;
Manca, Elias ;
Noli, Barbara .
INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES, 2023, 24 (13)
[7]   Prostaglandin D2/J2 signaling pathway in a rat model of neuroinflammation displaying progressive parkinsonian-like pathology: potential novel therapeutic targets [J].
Corwin, Chuhyon ;
Nikolopoulou, Anastasia ;
Pan, Allen L. ;
Nunez-Santos, Mariela ;
Vallabhajosula, Shankar ;
Serrano, Peter ;
Babich, John ;
Figueiredo-Pereira, Maria E. .
JOURNAL OF NEUROINFLAMMATION, 2018, 15
[8]   Synaptic vesicle glycoprotein 2C (SV2C) modulates dopamine release and is disrupted in Parkinson disease [J].
Dunn, Amy R. ;
Stout, Kristen A. ;
Ozawa, Minagi ;
Lohr, Kelly M. ;
Hoffman, Carlie A. ;
Bernstein, Alison I. ;
Li, Yingjie ;
Wang, Minzheng ;
Sgobio, Carmelo ;
Sastry, Namratha ;
Cai, Huaibin ;
Caudle, W. Michael ;
Miller, Gary W. .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2017, 114 (11) :E2253-E2262
[9]   Parkinson's Disease: Biomarkers, Treatment, and Risk Factors [J].
Emamzadeh, Fatemeh N. ;
Surguchov, Andrei .
FRONTIERS IN NEUROSCIENCE, 2018, 12
[10]   Molecular genetics of Parkinson's disease: Contributions and global trends [J].
Funayama, Manabu ;
Nishioka, Kenya ;
Li, Yuanzhe ;
Hattori, Nobutaka .
JOURNAL OF HUMAN GENETICS, 2023, 68 (03) :125-130