bioRxivGenomicsPreprint
Elucidating another level of epigenetic regulation in osteoarthritis by identifying functional cis-acting long non-coding RNAs and their targets in articular cartilage
Marcella van HoolwerffiD, Paula I. MetselaariD, Margo TuerlingsiD, H. Eka D. SuchimaniD, Nico Lakenberg, Y.F. RamosiD, Davy CatsiD, Rob G. H. H. NelisseniD, Demiën BroekhuisiD, Hailiang MeiiD, Rodrigo Coutinho de AlmeidaiD, Ingrid MeulenbeltiD
Abstract
ObjectiveTo identify robustly differentially expressed long non-coding RNAs (lncRNAs) with osteoarthritis (OA) pathophysiology in cartilage. Moreover to explore potential target mRNAs by establishing co-expression networks, followed by functional validation. MethodsRNA sequencing was performed on macroscopically lesioned and preserved OA cartilage of patients who underwent a joint replacement surgery due to OA (N=98). Differential expression (DE) analysis was performed on lncRNAs that were annotated in GENCODE and Ensembl. To identify potential interactions, correlations were calculated between the identified DE lncRNAs and previously reported DE protein-coding genes in the same samples. Modulation of chondrocyte lncRNA expression was achieved using LNA GapmeRs. ResultsBy applying our in-house pipeline we identified 5,053 lncRNAs to be robustly expressed, of which 191 were FDR significant differentially expressed between lesioned and preserved OA cartilage. Upon integrating mRNA sequencing data, we showed that intergenic and antisense DE lncRNAs show high, positive correlations with their flanking, respectively, sense genes. To functionally validate this observation we selected P3H2-AS1, which was downregulated in primary chondrocytes, resulting in downregulation of P3H2 gene expression levels. As such, we can confirm that P3H2-AS1 regulates its sense gene P3H2. ConclusionBy applying an improved detection strategy, robustly differentially expressed lncRNAs in OA cartilage were detected. Integration of these lncRNAs with differential mRNA expression levels in the same samples showed insight into their regulatory networks. Our data signifies that intergenic, as well as antisense lncRNAs play an important role in regulating the pathophysiology of OA.
- organism: human
- assay: bulk RNA-seq
- research focus: differential expression
- approach: statistical model
- Citations
- 0
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- RNA sequencing reveals interacting key determinants of osteoarthritis acting in subchondral bone and articular cartilage.
Margo Tuerlings, Marcella van Hoolwerff, … Ingrid Meulenbelt·Arthritis & RheumatologyPeer-reviewed·Dec 1, 2020
- Integrative epigenomics, transcriptomics and proteomics of patient chondrocytes reveal genes and pathways involved in osteoarthritis
Julia Steinberg, Graham R. S. Ritchie, … Eleftheria Zeggini·Scientific ReportsPeer-reviewed·Aug 15, 2017
- A gene expression analysis and immune infiltration between lesioned and preserved subchondral bone in osteoarthritis
Gang Zhang, Chengliang Yin, … Songcen Lyu·bioRxiv·Sep 12, 2022
- Long non-coding RNA GRASLND enhances chondrogenesis via suppression of interferon type II signaling pathway
N. P. Huynh, C. C. Gloss, … F. Guilak·eLifePeer-reviewed·Mar 23, 2020
- SnoRNA signatures in cartilage ageing and osteoarthritis
Mandy Jayne Peffers, Marjolein M. J. Caron, … Tim J. M. Welting·Osteoarthritis and CartilagePeer-reviewed·Apr 1, 2018
- 3'tRNAAsp(GTC)-derived fragment links inflammation to post-transcriptional reprogramming in chondrocytes during osteoarthritis.
Francesco Alabiso, Aleksandra Seragnoli Chystyakova, … Stefania D’Adamo·bioRxiv·Jan 23, 2026