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Cerebrospinal Fluid MicroRNA Profiling Using Quantitative Real Time PCR
Published on: January 22, 2014
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Informatics Inference of Exercise-Induced Modulation of Brain Pathways Based on Cerebrospinal Fluid Micro-RNAs in
Vaishnavi Narayan1, Narayan Shivapurkar1, James N Baraniuk1
1Division of Rheumatology, Immunology and Allergy, Department of Medicine, Georgetown University, Washington, District of Columbia, USA.
Summary
Post-exertional malaise in myalgic encephalomyelitis/chronic fatigue syndrome (ME/CFS) is linked to reduced micro-RNAs (miRNAs) in cerebrospinal fluid after exercise. This suggests altered signaling and cell adhesion pathways contribute to ME/CFS symptoms.
Area of Science:
- Neuroscience
- Genetics
- Biochemistry
Background:
- Myalgic encephalomyelitis/chronic fatigue syndrome (ME/CFS) is characterized by post-exertional malaise (PEM).
- The molecular mechanisms underlying PEM, particularly involving cerebrospinal fluid (CSF) biomarkers, remain poorly understood.
- Micro-RNAs (miRNAs) are small non-coding RNAs that regulate gene expression and are implicated in various physiological and pathological processes.
Purpose of the Study:
- To investigate the role of miRNAs in the cerebrospinal fluid (CSF) of individuals with ME/CFS in relation to post-exertional malaise (PEM).
- To identify specific miRNAs and their potential target genes and pathways that are altered by exercise in ME/CFS patients.
- To model the changes in miRNA expression associated with exercise to understand the pathophysiology of PEM.
Main Methods:
- Comparison of miRNA profiles in CSF from ME/CFS patients who underwent submaximal exercise versus those who rested.
- Bioinformatic analysis using DIANA MiRpath v3.0, TarBase, Cytoscape, and Ingenuity software to identify differentially expressed miRNAs, predict target mRNAs, and analyze affected pathways.
- Identification of potential target cells expressing key genes involved in the identified pathways.
Main Results:
- A specific combination of five miRNAs (miR-608, miR-328, miR-200a-5p, miR-93-3p, and miR-92a-3p) showed significantly lower levels in CSF after exercise compared to rest.
- Bioinformatic analysis predicted 33 target mRNAs, including TGFBR1, IGFR1, and CDC42, that may be elevated post-exercise.
- The most frequent pathways affected involved adhesion and adherens junctions, with Ingenuity identifying seven targets linked to phosphoinositol signaling pathways.
Conclusions:
- The reduction in specific CSF miRNAs following exercise in ME/CFS patients suggests an upregulation of phosphoinositol signaling pathways.
- Altered cell adhesion mechanisms are implicated in the development of post-exertional malaise in ME/CFS.
- These findings provide novel insights into the molecular underpinnings of PEM and potential therapeutic targets for ME/CFS.
Keywords:
cerebrospinal fluidinformaticsmicro-RNA (miRNA)myalgic encephalomyelitis/chronic fatigue syndrome (ME/CFS)pathway analysis
