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Bioinformatic analysis of proteomic data for iron, inflammation, and hypoxic pathways in restless legs syndrome
- Source :
- Sleep Medicine. 75:448-455
- Publication Year :
- 2020
- Publisher :
- Elsevier BV, 2020.
-
Abstract
- Objective/Background We performed bioinformatic analysis of proteomic data to identify the biomarkers of restless legs syndrome (RLS) and provide insights into the putative pathomechanisms, including iron deficiency, inflammation, and hypoxic pathways. Patients/methods Patients with drug-naive idiopathic RLS were recruited at a university hospital from June 2017 to February 2018. Serum samples from patients with RLS (n = 7) and healthy sex- and age-matched controls (n = 6) were evaluated by proteomic analysis. For differentially expressed proteins (DEPs) in patients with RLS, compared to those in controls, the expression profiles and protein–protein interaction (PPI) network were characterized between dysregulated proteins and extracted proteins involved in iron deficiency, hypoxia, and inflammation responses using the String database (http://string-DB.org). The PPI network was visualized by Cytoscape ver. 3. 7. 1. Statistical analyses of the validation Western blot assays were performed using a Student's t-test. Results Interactome network analysis revealed a relationship among the eight proteins, their associated genes, and 150, 47, and 11 proteins related to iron deficiency, inflammation, and hypoxic pathways, respectively. All DEPs were well associated with inflammation, and complement 3, complement C4A, alpha-2 HS glycoprotein, and alpha-2 macroglobulin precursor were found to be in hub positions of networks involved in PPIs including iron deficiency, hypoxia pathway, and inflammation. C3 and C4A were verified using western blotting. Conclusions We identified key molecules that represent the selected cellular pathways as protein biomarkers by PPI network analysis. Changes in inflammation can mediate or affect the pathomechanism of RLS and can thus act as systemic biomarkers.
- Subjects :
- Proteomics
Iron
Inflammation
Interactome
03 medical and health sciences
0302 clinical medicine
Western blot
Restless Legs Syndrome
medicine
Humans
Hypoxia
medicine.diagnostic_test
business.industry
C4A
Computational Biology
General Medicine
Macroglobulin
Blot
030228 respiratory system
Immunology
Hypoxia Pathway
medicine.symptom
business
030217 neurology & neurosurgery
Subjects
Details
- ISSN :
- 13899457
- Volume :
- 75
- Database :
- OpenAIRE
- Journal :
- Sleep Medicine
- Accession number :
- edsair.doi.dedup.....4723a3aa5f1855e4236fb3d2c8606664