Dataset Information

Integration of transcriptomic and epigenomic analyses uncovered Lrrc15 as a potential contributing factor to cartilage damage in osteoarthritis

ABSTRACT: Objective: We used the destabilization of the medial meniscus (DMM) model to identify temporal changes in DNA methylation patterns associated with structural and transcriptomic changes in cartilage during osteoarthritis (OA) progression. Methods: RNA sequencing (RNAseq) and Reduced Representation Oxidative Bisulfite Sequencing (RRoxBS) analyses were done in total RNA and DNA obtained from micro-dissected cartilage at 4 and 12 weeks after DMM surgery. Murine and human primary chondrocytes were used to evaluate the cytokine- and methylation-dependent changes in the expression of Lrrc15, and its contribution to IL-1beta-induced changes in chondrocytes. Results: We identified time-dependent alterations in epigenomic patterns in cartilage after DMM, with significant changes in 5mC and 5hmC methylation comparing samples retrieved at 4 and 12 weeks after surgery. Integration of RNAseq and RRoxBS datasets identified Lrrc15 as a hypomethylated gene with increased expression at 4 weeks after surgery. We confirmed LRRC15 immunostaining in OA cartilage, and experiments in human and murine primary chondrocytes showed that the expression of Lrrc15 is DNA methylation-dependent and induced by IL1beta and TNFalfa in vitro. Knockdown experiments showed that Lrrc15 contributes to the IL1beta-driven expression of catabolic genes relevant to OA, including Mmp13. Significance: Our integrative analyses showed that the structural progression of OA is accompanied by transcriptomic and dynamic epigenomic changes in articular cartilage. We found that Lrrc15 is differentially methylated and expressed in OA cartilage, and that it may contribute to the cytokine-driven responses of OA chondrocytes. A better understanding of the role of Lrrc15 in cartilage homeostasis and osteoarthritis may help us uncover targets with therapeutic potential.

ORGANISM(S): Mus musculus

PROVIDER: GSE175486 | GEO | 2021/09/01

REPOSITORIES: GEO

ACCESS DATA

Dataset's files

Source:

			Action	DRS
		Other

Items per page:

1 - 1 of 1

Similar Datasets

Project description:Autologous chondrocyte transplantation (ACT) is a routine technique to regenerate focal cartilage lesions. However, patients with osteoarthritis (OA) are lacking an appropriate long-lasting treatment alternative, partly since it is not known if chondrocytes from OA patients have the same chondrogenic differentiation potential as chondrocytes from donors not affected by OA. Articular chondrocytes from patients with OA undergoing total knee replacement (Mankin Score >3, AhlbÃ¤ck Score >2) and from patients undergoing ACT, here referred to as normal donors (ND), were isolated applying protocols used for ACT. Their chondrogenic differentiation potential was evaluated both in high-density pellet and scaffold (Hyaff-11) cultures by histological proteoglycan assessment (Bern Score) and immunohistochemistry for collagen types I and II. Chondrocytes cultured in monolayer and scaffolds were subjected to gene expression profiling using genome-wide oligonucleotide microarrays. Expression data were verified by using quantitative RT-PCR. Chondrocytes from ND and OA donors demonstrated accumulation of comparable amounts of cartilage matrix components, including sulphated proteoglycans and collagen types I and II. The mRNA expression of cartilage markers (COL2A1, COMP, aggrecan, CRTL1, SOX9) and genes involved in matrix synthesis (biglycan, COL9A2, COL11A1, TIMP4, CILP2) was highly induced in 3D cultures of chondrocytes from both donor groups. Genes associated with hypertrophic or OA cartilage (COL10A1, RUNX2, periostin, ALP, PTHR1, MMP13, COL1A1, COL3A1) were not significantly regulated between the two groups of donors. The expression of 661 genes, including COMP, FN1, and SOX9, were differentially regulated between OA and ND chondrocytes cultured in monolayer. During scaffold culture, the differences diminished between the OA and ND chondrocytes, and only 184 genes were differentially regulated. Only few genes were differentially expressed between OA and ND chondrocytes in Hyaff-11 culture. The risk of differentiation into hypertrophic cartilage does not seem to be increased for OA chondrocytes. Our findings suggest that the chondrogenic capacity is not significantly affected by OA and OA chondrocytes fulfill the requirements for matrix-associated ACT. Experiment Overall Design: Gene expression profiles of monolayer cultures (ML; passage 2) and Hyaff-11 scaffold cultures (3D; 14 days in vitro) of chondrocytes from 3 normal donors (ND; underwent ACT treatment) and 3 donors suffering from Osteoarthritis (OA; underwent knee replacement surgery) were determined. Comparative analyses between 3D and ML cultures (3D vs. ML) were performed to assess differentiation capacity of ND and OA chondrocytes. Furthermore, OA-related differences were determined comparing OA and ND monolayers as well as scaffold cultures (each OA vs. ND).

Project description:Mechanical Stimuli are arguably the most important aetiolgical factors in osteoarthritis (OA) development. Not only do we see disease arising from joints where the cartilage has sustained direct (e.g. intraarticular fracture) or indirect (e.g. meniscal injury) trauma, but mechanical factors are considered, at least partly, to explain the disease associations with aging and obesity. It is now well established that OA is not simply due to repeated wear and tear, leading to attrition of the articular surfaces, but that it requires activation of a number of inflammatory genes, which drive catabolic protease activity in the joint. These enzymes lead to breakdown of the major extracellular matrix components of cartilage, namely type II collagen, and the proteoglycan, aggrecan. Although it is unclear precisely which enzymes are responsible for matrix breakdown in human OA, Glasson et al showed that deletion of the aggrecan degrading enzyme, ADAMTS5 substantially protected the joint from surgically induced murine OA suggesting that it is a major aggrecanase in the mouse. This study was part of a wider study using the surgical model of murine OA, induced by destabilising the medial meniscus (DMM), to confirm the dependence of joint loading on disease progression and to reveal mechanosensitive genes within the joint which may be involved in the development of OA. Using this model we, and others, have shown that there is a robust degradation of articular cartilage over 4-12wks in male C57B/6 mice. We identified the gene response in joints early following induction of OA, prior to cartilage degradation, by extracting RNA from whole joints (after skin and muscle had been removed) 6hrs, 3 days and 7 days following sham and DMM surgery. An Affymetrix ST1 gene array was performed. Significantly regulated genes (>1.4 fold above naive and sham samples at any timepoint), or those considered to have a putative role in OA pathogenesis were selected for quantitative validation using Taqman low density microfluidic card arrays (TLDA). Gene expression in whole knee joints at 3 early time points post DMM surgery (before cartilage loss), 6hrs, 3days and 7days was examined. Two controls were identified, the first control consisted of age matched naïve mice that had undergone 15 minutes of anaesthesia but were not operated on (0hrs post surgery). The second control included mice which had undergone sham surgery (capsulotomy alone). For this RNA was taken at the same time points post surgery as DMM samples (6hrs, 3days and 7days). There were three biological replicates per condition (total of 21 samples). The right (ipsilateral) knee joint was taken and RNA extracted and processed for microarray analysis using the Affymetrix Mouse Gene 1.0 st v1 platform.

Project description:Objective – Following destabilization of the medial meniscus (DMM), mice develop experimental osteoarthritis (OA) and associated pain behaviors that are dependent on the stage of disease. We aimed to describe changes in gene expression in knee-innervating dorsal root ganglia (DRG) after surgery, in order to identify molecular pathways associated with three pre-defined pain phenotypes: “post-surgical pain”, “early-stage OA pain”, and “persistent OA pain”. Design – We performed DMM or sham surgery in 10-week old male C57BL/6 mice and harvested L3-L5 DRG 4, 8, and 16 weeks after surgery or from age-matched naïve mice (n=3/group). RNA was extracted and an Affymetrix Mouse Transcriptome Array 1.0 was performed. Three pain phenotypes were defined: “post-surgical pain” (sham and DMM 4-week vs. 14-week old naïve), “early OA pain” (DMM 4-week vs. sham 4-week), and “persistent OA pain” (DMM 8- and 16-week vs. naïve and sham 8- and 16-week). ‘Top hit’ genes were defined as p<0.001. Pathway analysis (Ingenuity Pathway Analysis) was conducted using differentially expressed genes defined as p<0.05. In addition, we performed qPCR for Ngf and immunohistochemistry for F4/80+ macrophages in the DRG. Results – For each phenotype, top hit genes identified a small number of differentially expressed genes, some of which have been previously associated with pain (7/67 for “post-surgical pain”; 2/14 for “early OA pain”; 8/37 for “persistent OA pain”). Overlap between groups was limited, with 8 genes differentially regulated (p<0.05) in all three phenotypes. Pathway analysis showed that in the persistent OA pain phase many of the functions of differentially regulated genes are related to immune cell recruitment and activation. Genes previously linked to OA pain (CX3CL1, CCL2, TLR1, and NGF) were upregulated in this phenotype and contributed to activation of the neuroinflammation canonical pathway. In separate sets of mice, we confirmed that Ngf was elevated in the DRG 8 weeks after DMM (p=0.03), and numbers of F4/80+ macrophages were increased 16 weeks after DMM (p=0.002 vs. Sham). Conclusion- These transcriptomics findings support the idea that distinct molecular pathways discriminate early from persistent OA pain. Pathway analysis suggests neuroimmune interactions in the DRG contribute to initiation and maintenance of pain in OA. We grouped samples based on pain phenotype in the DMM mouse model of osteoarthritis. Group 1: post-surgical pain (DMM and sham +4 week samples); Group 2: post-surgical control (Naïve +4 week samples); Group 3: Early osteoarthritis pain (DMM +4 week samples); Group 4: Early controls (sham+4 and naive+4 week samples); Group 5: Persistent pain (DMM+8 and DMM+16 week samples); Group 6: Persistent controls (sham+8, naive+8, sham+16, and naive +16 samples). We compared Group 1 vs Group 2; Group 3 vs Group 4; and Group 5 vs Group 6 to draw the conclusions presented in our manuscript.

Project description:Objective: To Identify gene changes in the medial tibial plateau of articular cartilage at 2, 4 and 8 weeks after destabilisation of the medial meniscus (DMM) in mice and compare our data set with previously published sets to ascertain dysregulated pathways and genes in osteoarthritis. Materials and methods: RNA was extracted from the ipsilateral and contralateral medial tibial plateaus, amplified, labelled and hybridized on Illumina WG_v2 microarrays. Results were confirmed by RT-PCR for selected genes. Results: Transcriptional analysis and network reconstruction revealed changes in extracellular matrix (ECM) and cytoskeletal genes induced by DMM. TGFalpha signalling pathway and complement and coagulation cascade genes were regulated at 2 weeks. Fibronectin (FN1) is a hub in a reconstructed network of potential protein-protein interactions at 2 weeks. Regulated genes decrease over time and by eight weeks fibromodulin (FMOD) and tenascin N (TNN) are the only dysregulated genes present in the DMM operated knees. Comparison with human and rodent published gene sets discovered genes overlapping between our array and 6 others. Conclusions: Cartilage contributes a minute percentage to the RNA extracted from the whole joint (>0.2%), yet is sensitive to changes in gene expression post-DMM. The post-DMM transcriptional reprogramming wanes over time and dissipates by 8 weeks. Common pathways between published gene sets include focal adhesion, regulation of actin cytoskeleton and TGFalpha. Common genes include Jagged 1 (Jag1), Tetraspanin 2 (Tspan2), neuroblastoma, suppression of tumourigenicity 1 (Nbl1) and N-myc downstream regulated gene 2 (Ndrg2). The concomitant genes and pathways we identify are novel and warrant further investigation as biomarkers or modulators of osteoarthritis. In total 18 samples. Each sample was a pool of the medial tibial plateau of 8 mice. Two categories (Treated and untreated) with three biological replicates each and three time points (2, 4 and 8 weeks post-surgery).

Dataset Information

Integration of transcriptomic and epigenomic analyses uncovered Lrrc15 as a potential contributing factor to cartilage damage in osteoarthritis

Dataset's files

Similar Datasets

OmicsDI is part of the ELIXIR infrastructure

Tweets