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Sequencing identifies a distinct signature of circulating microRNAs in early radiographic knee osteoarthritis
- Source :
- Paediatrics Publications
- Publication Year :
- 2020
-
Abstract
- Objective: MicroRNAs act locally and systemically to impact osteoarthritis (OA) pathophysiology, but comprehensive profiling of the circulating miRNome in early vs late stages of OA has yet to be conducted. Sequencing has emerged as the preferred method for microRNA profiling since it offers high sensitivity and specificity. Our objective was to sequence the miRNome in plasma from 91 patients with early [Kellgren–Lawrence (KL) grade 0 or 1 (n = 41)] or late [KL grade 3 or 4 (n = 50)] symptomatic radiographic knee OA to identify unique microRNA signatures in each disease state. Design: MicroRNA libraries were prepared using the QIAseq miRNA Library Kit and sequenced on the Illumina NextSeq 550. Counts were produced for microRNAs captured in miRBase and for novel microRNAs. Statistical, bioinformatics, and computational biology approaches were used to refine and interpret the final list of microRNAs. Results: From 215 differentially expressed microRNAs (FDR < 0.01), 97 microRNAs showed an increase or decrease in expression in ≥85% of samples in the early OA group as compared to the median expression in the late OA group. Increasing this threshold to ≥95%, seven microRNAs were identified: hsa-miR-335-3p, hsa-miR-199a-5p, hsa-miR-671-3p, hsa-miR-1260b, hsa-miR-191-3p, hsa-miR-335-5p, and hsa-miR-543. Four novel microRNAs were present in ≥50% of early OA samples and had 27 predicted gene targets in common with the prioritized set of predicted gene targets from the 97 microRNAs, suggesting common underlying mechanisms. Conclusion: Sequencing of well-characterized patient cohorts produced unbiased profiling of the circulating miRNome and identified a unique panel of 11 microRNAs in early radiographic knee OA.
- Subjects :
- Adult
Male
MiRNome
medicine.medical_specialty
Biomedical Engineering
Disease
Osteoarthritis
Computational biology
MiRBase
03 medical and health sciences
Young Adult
0302 clinical medicine
Rheumatology
microRNA
medicine
Humans
Orthopedics and Sports Medicine
Circulating MicroRNA
030304 developmental biology
Aged
030203 arthritis & rheumatology
Aged, 80 and over
0303 health sciences
Translational bioinformatics
business.industry
Computational Biology
Middle Aged
Osteoarthritis, Knee
medicine.disease
Knee joint
Disease Progression
Medical genetics
Female
Microrna profiling
business
Transcriptome
High-throughput nucleotide sequencing
Subjects
Details
- ISSN :
- 15229653
- Volume :
- 28
- Issue :
- 11
- Database :
- OpenAIRE
- Journal :
- Osteoarthritis and cartilage
- Accession number :
- edsair.doi.dedup.....fc4045d3edc33f1279e9fcd9562942cf