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dc.creatorNtoumou E., Tzetis M., Braoudaki M., Lambrou G., Poulou M., Malizos K., Stefanou N., Anastasopoulou L., Tsezou A.en
dc.date.accessioned2023-01-31T09:40:56Z
dc.date.available2023-01-31T09:40:56Z
dc.date.issued2017
dc.identifier10.1186/s13148-017-0428-1
dc.identifier.issn18687075
dc.identifier.urihttp://hdl.handle.net/11615/77358
dc.description.abstractBackground: MicroRNAs (miRNAs) in circulation have emerged as promising biomarkers. In this study, we aimed to identify a circulating miRNA signature for osteoarthritis (OA) patients and in combination with bioinformatics analysis to evaluate the utility of selected differentially expressed miRNAs in the serum as potential OA biomarkers. Methods: Serum samples were collected from 12 primary OA patients, and 12 healthy individuals were screened using the Agilent Human miRNA Microarray platform interrogating 2549 miRNAs. Receiver Operating Characteristic (ROC) curves were constructed to evaluate the diagnostic performance of the deregulated miRNAs. Expression levels of selected miRNAs were validated by quantitative real-time PCR (qRT-PCR) in all serum and in articular cartilage samples from OA patients (n= 12) and healthy individuals (n= 7). Bioinformatics analysis was used to investigate the involved pathways and target genes for the above miRNAs. Results: We identified 279 differentially expressed miRNAs in the serum of OA patients compared to controls. Two hundred and five miRNAs (73.5%) were upregulated and 74 (26.5%) downregulated. ROC analysis revealed that 77 miRNAs had area under the curve (AUC) > 0.8 and p< 0.05. Bioinformatics analysis in the 77 miRNAs revealed that their target genes were involved in multiple signaling pathways associated with OA, among which FoxO, mTOR, Wnt, pI3K/akt, TGF-β signaling pathways, ECM-receptor interaction, and fatty acid biosynthesis. qRT-PCR validation in seven selected out of the 77 miRNAs revealed 3 significantly downregulated miRNAs (hsa-miR-33b-3p, hsa-miR-671-3p, and hsa-miR-140-3p) in the serum of OA patients, which were in silico predicted to be enriched in pathways involved in metabolic processes. Target-gene analysis of hsa-miR-140-3p, hsa-miR-33b-3p, and hsa-miR-671-3p revealed that InsR and IGFR1 were common targets of all three miRNAs, highlighting their involvement in regulation of metabolic processes that contribute to OA pathology. Hsa-miR-140-3p and hsa-miR-671-3p expression levels were consistently downregulated in articular cartilage of OA patients compared to healthy individuals. Conclusions: A serum miRNA signature was established for the first time using high density resolution miR-arrays in OA patients. We identified a three-miRNA signature, hsa-miR-140-3p, hsa-miR-671-3p, and hsa-miR-33b-3p, in the serum of OA patients, predicted to regulate metabolic processes, which could serve as a potential biomarker for the evaluation of OA risk and progression. © 2017 The Author(s).en
dc.language.isoenen
dc.sourceClinical Epigeneticsen
dc.source.urihttps://www.scopus.com/inward/record.uri?eid=2-s2.0-85038114853&doi=10.1186%2fs13148-017-0428-1&partnerID=40&md5=feec17416c64528d9ddd61073d92efab
dc.subjectfatty aciden
dc.subjectmammalian target of rapamycinen
dc.subjectmicroRNAen
dc.subjectmicroRNA 140en
dc.subjectmicroRNA 33en
dc.subjectmicroRNA 671en
dc.subjecttranscription factor FKHRen
dc.subjecttransforming growth factor betaen
dc.subjectunclassified drugen
dc.subjectWnt proteinen
dc.subjectmicroRNAen
dc.subjectMirn140 microRNA, humanen
dc.subjectMIRN33 microRNA, humanen
dc.subjectMIRN671 microRNA, humanen
dc.subjectageden
dc.subjectarea under the curveen
dc.subjectArticleen
dc.subjectarticular cartilageen
dc.subjectbioinformaticsen
dc.subjectbone radiographyen
dc.subjectchondrocyteen
dc.subjectclinical articleen
dc.subjectcontrolled studyen
dc.subjectdown regulationen
dc.subjectfatty acid synthesisen
dc.subjectfemaleen
dc.subjectgene targetingen
dc.subjecthumanen
dc.subjectmaleen
dc.subjectosteoarthritisen
dc.subjectpriority journalen
dc.subjectreceiver operating characteristicen
dc.subjectreverse transcription polymerase chain reactionen
dc.subjectupregulationen
dc.subjectbiologyen
dc.subjectblooden
dc.subjectDNA microarrayen
dc.subjectdown regulationen
dc.subjectgene expression profilingen
dc.subjectgene expression regulationen
dc.subjectgene regulatory networken
dc.subjectgenetic markeren
dc.subjectgeneticsen
dc.subjectmiddle ageden
dc.subjectosteoarthritisen
dc.subjectproceduresen
dc.subjectsensitivity and specificityen
dc.subjectAgeden
dc.subjectComputational Biologyen
dc.subjectDown-Regulationen
dc.subjectFemaleen
dc.subjectGene Expression Profilingen
dc.subjectGene Expression Regulation, Neoplasticen
dc.subjectGene Regulatory Networksen
dc.subjectGenetic Markersen
dc.subjectHumansen
dc.subjectMaleen
dc.subjectMicroRNAsen
dc.subjectMiddle Ageden
dc.subjectOligonucleotide Array Sequence Analysisen
dc.subjectOsteoarthritisen
dc.subjectSensitivity and Specificityen
dc.subjectBioMed Central Ltd.en
dc.titleSerum microRNA array analysis identifies miR-140-3p, miR-33b-3p and miR-671-3p as potential osteoarthritis biomarkers involved in metabolic processesen
dc.typejournalArticleen


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