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A Panel of Exosome-Derived miRNAs of Cerebrospinal Fluid for the Diagnosis of Moyamoya Disease
- Source :
- Frontiers in Neuroscience, Vol 14 (2020), Frontiers in Neuroscience
- Publication Year :
- 2020
- Publisher :
- Frontiers Media S.A., 2020.
-
Abstract
- Background Moyamoya disease (MMD) is an important cause of stroke in children and young adults in Asia. To date, diagnosis remains challenging due to varying clinical manifestations and unknown pathogenesis. The study aims to identify cerebrospinal fluid (CSF) exosomal microRNAs (exomiRs) that can serve as a novel diagnostic biomarker for diagnosis and assess its clinical applications. Methods CSF samples were taken from 31 MMD patients and 31 healthy controls. Initial screening of miRNA expression was performed on samples pooled from MMD patients and controls using microarray and validated using quantitative reverse transcription polymerase chain reaction (qRT-PCR). The diagnostic accuracy of the potential exosomal miRNAs was evaluated using receiver operating characteristic curve analyses in an independent patient cohort. The potential pathways regulated by the miRNAs was also determined using bioinformatics analysis. Results The microarray results demonstrated that six exomiRs were dysregulated in the MMD patients compared to the controls. Using qRT-PCR, we validated four of the miRNAs (miR-3679-5p, miR-6165, miR-6760-5p, and miR-574-5p) as a biomarker for MMD diagnosis. The four exomiRs showed enhanced sensitivity (75%) and specificity (93.75%) in terms of differentiating MMD patients from healthy subjects [area under the curve (AUC) = 0.9453]. Pathway enrichment analysis for potential targets of six exomiRs identified proteins involved in cell adhesion and junction formation in the brain. Conclusions We identified a novel and highly sensitive exomiRs signature for MMD detection and explored its potential targets using bioinformatics analysis.
- Subjects :
- 0301 basic medicine
Oncology
medicine.medical_specialty
Microarray
diagnosis
cerebrospinal fluid
lcsh:RC321-571
Pathogenesis
03 medical and health sciences
0302 clinical medicine
Cerebrospinal fluid
Internal medicine
medicine
Moyamoya disease
lcsh:Neurosciences. Biological psychiatry. Neuropsychiatry
Original Research
Receiver operating characteristic
business.industry
General Neuroscience
Area under the curve
exosomal miRNAs
medicine.disease
Reverse transcription polymerase chain reaction
030104 developmental biology
Biomarker (medicine)
biomarker
business
moyamoya disease
030217 neurology & neurosurgery
Neuroscience
Subjects
Details
- Language :
- English
- Volume :
- 14
- Database :
- OpenAIRE
- Journal :
- Frontiers in Neuroscience
- Accession number :
- edsair.doi.dedup.....5553835caa3f1a8ef131b217ef701adf
- Full Text :
- https://doi.org/10.3389/fnins.2020.548278/full