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Bone & Joint Research
Vol. 12, Issue 12 | Pages 702 - 711
1 Dec 2023
Xue Y Zhou L Wang J

Aims. Knee osteoarthritis (OA) involves a variety of tissues in the joint. Gene expression profiles in different tissues are of great importance in order to understand OA. Methods. First, we obtained gene expression profiles of cartilage, synovium, subchondral bone, and meniscus from the Gene Expression Omnibus (GEO). Several datasets were standardized by merging and removing batch effects. Then, we used unsupervised clustering to divide OA into three subtypes. The gene ontology and pathway enrichment of three subtypes were analyzed. CIBERSORT was used to evaluate the infiltration of immune cells in different subtypes. Finally, OA-related genes were obtained from the Molecular Signatures Database for validation, and diagnostic markers were screened according to clinical characteristics. Quantitative reverse transcription polymerase chain reaction (qRT‐PCR) was used to verify the effectiveness of markers. Results. C1 subtype is mainly concentrated in the development of skeletal muscle organs, C2 lies in metabolic process and immune response, and C3 in pyroptosis and cell death process. Therefore, we divided OA into three subtypes: bone remodelling subtype (C1), immune metabolism subtype (C2), and cartilage degradation subtype (C3). The number of macrophage M0 and activated mast cells of C2 subtype was significantly higher than those of the other two subtypes. COL2A1 has significant differences in different subtypes. The expression of COL2A1 is related to age, and trafficking protein particle complex subunit 2 is related to the sex of OA patients. Conclusion. This study linked different tissues with gene expression profiles, revealing different molecular subtypes of patients with knee OA. The relationship between clinical characteristics and OA-related genes was also studied, which provides a new concept for the diagnosis and treatment of OA. Cite this article: Bone Joint Res 2023;12(12):702–711


Bone & Joint Research
Vol. 5, Issue 7 | Pages 314 - 319
1 Jul 2016
Xiao X Hao J Wen Y Wang W Guo X Zhang F

Objectives. The molecular mechanism of rheumatoid arthritis (RA) remains elusive. We conducted a protein-protein interaction network-based integrative analysis of genome-wide association studies (GWAS) and gene expression profiles of RA. Methods. We first performed a dense search of RA-associated gene modules by integrating a large GWAS meta-analysis dataset (containing 5539 RA patients and 20 169 healthy controls), protein interaction network and gene expression profiles of RA synovium and peripheral blood mononuclear cells (PBMCs). Gene ontology (GO) enrichment analysis was conducted by DAVID. The protein association networks of gene modules were generated by STRING. Results. For RA synovium, the top-ranked gene module is HLA-A, containing TAP2, HLA-A, HLA-C, TAPBP and LILRB1 genes. For RA PBMCs, the top-ranked gene module is GRB7, consisting of HLA-DRB5, HLA-DRA, GRB7, CD63 and KIT genes. Functional enrichment analysis identified three significant GO terms for RA synovium, including antigen processing and presentation of peptide antigen via major histocompatibility complex class I (false discovery rate (FDR) = 4.86 × 10 – 4), antigen processing and presentation of peptide antigen (FDR = 2.33 × 10 – 3) and eukaryotic translation initiation factor 4F complex (FDR = 2.52 × 10 – 2). Conclusion. This study reported several RA-associated gene modules and their functional association networks. Cite this article: X. Xiao, J. Hao, Y. Wen, W. Wang, X. Guo, F. Zhang. Genome-wide association studies and gene expression profiles of rheumatoid arthritis: an analysis. Bone Joint Res 2016;5:314–319. DOI: 10.1302/2046-3758.57.2000502


Orthopaedic Proceedings
Vol. 104-B, Issue SUPP_7 | Pages 71 - 71
1 Jul 2022
Santini A Jamal J Wong P Lane B Wood A Bou-Gharios G Frostick S Roebuck M
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Abstract. Introduction. Risk factors for osteoarthritis include raised BMI and female gender. Whether these two factors influenced synovial gene expression was investigated using a triangulation and modelling strategy which generated 12 datasets of gene expression in synovial tissue from three knee pathologies with matching BMI groups, obese and overweight, and gender distributions. Methodology. Intra-operative synovial biopsies were immersed in RNAlater at 4oC before storage at -80oC. Total RNA was extracted using RNAeasy with gDNA removal. Following RT- PCR and quality assessment, cDNA was applied to Affymetrix Clariom D microarray gene chips. Bioinformatics analyses were performed. Linear models were prepared in limma with gender and BMI factors incorporated sequentially for each pathology comparison, generating 12 models of probes differentially expressed at FDR p<0.05 and Bayes number, B>0. Data analysis of differently expressed genes utilized Ingenuity Pathway Analysis and Cytoscape with Cluego and Cytohubba plug-ins. Results. Expression of 453 synovial genes was influenced by BMI and gender, 360 encode proteins such as HIF-1a, HSF1, HSPA4, HSPA5. Top canonical pathways include Unfolded protein response, Protein Ubiquiitation and Clathrin mediated endocytosis signalling linked by modulation of heat shock proteins, comparable to pathology dependent regulation. In addition BMI and gender modulate gene expression in the NRF2-mediated oxidative stress response pathway with down regulation of Glutathione-S-transferases potentially down regulating antioxidant defences. Conclusion. The enhanced risk of osteoarthritis induced by an elevated BMI and female gender maybe include differential expression of heat shock proteins and genes in the NRF2 pathway


Orthopaedic Proceedings
Vol. 99-B, Issue SUPP_10 | Pages 24 - 24
1 May 2017
Snuggs J Chiverton N Cole A Michael R Bunning R Conner M Le Maitre C
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Introduction. Within the intervertebral disc (IVD), nucleus pulposus (NP) cells reside within a unique microenvironment. Factors such as hypoxia, osmolality, pH and the presence of cytokines all dictate the function of NP cells and as such the cells must adapt to their environment to survive. Previously we have identified the expression of aquaporins (AQP) within human IVD tissue. AQPs allow the movement of water across the cell membrane and are important in cellular homeostasis. Here we investigated how AQP gene expression was regulated by the microenvironment of the IVD. Methods. Human NP cells were cultured in alginate beads prior to cytokine, osmolality, pH and hypoxia treatments and subsequent RT-qPCR to assess regulation of AQP gene expression. Results. Physiological conditions observed within the native IVD regulated AQP gene expression in human NP cells. Hyperosmotic treatment up-regulated the expression of AQP1 and 5 during hypoxic conditions, whereas AQP4 expression was down-regulated. During hypoxia and physiological pH treatments AQP5 expression was increased. Pro-inflammatory cytokines, increased during IVD degeneration, also altered AQP gene expression. Interleukin-1β (IL-1β) decreased expression of AQP1 and 3 yet up-regulated AQP9, interleukin-6 (IL-6) increased expression of AQP1, 3, and 9 and tumour necrosis factor α (TNFα) upregulated the gene expression of both AQP2 and 9. Conclusion. The microenvironment in which NP cells reside in vivo directly contributes to their correct function and survival. AQP gene expression was differentially regulated under healthy compared to degenerate conditions; this potentially highlights that during IVD degeneration NP cells differentially express AQPs. No conflicts of interest. Funded by BMRC, Sheffield Hallam University


Bone & Joint Research
Vol. 12, Issue 10 | Pages 657 - 666
17 Oct 2023
Sung J Barratt KR Pederson SM Chenu C Reichert I Atkins GJ Anderson PH Smitham PJ

Aims. Impaired fracture repair in patients with type 2 diabetes mellitus (T2DM) is not fully understood. In this study, we aimed to characterize the local changes in gene expression (GE) associated with diabetic fracture. We used an unbiased approach to compare GE in the fracture callus of Zucker diabetic fatty (ZDF) rats relative to wild-type (WT) littermates at three weeks following femoral osteotomy. Methods. Zucker rats, WT and homozygous for leptin receptor mutation (ZDF), were fed a moderately high-fat diet to induce T2DM only in the ZDF animals. At ten weeks of age, open femoral fractures were simulated using a unilateral osteotomy stabilized with an external fixator. At three weeks post-surgery, the fractured femur from each animal was retrieved for analysis. Callus formation and the extent of healing were assessed by radiograph and histology. Bone tissue was processed for total RNA extraction and messenger RNA (mRNA) sequencing (mRNA-Seq). Results. Radiographs and histology demonstrated impaired fracture healing in ZDF rats with incomplete bony bridge formation and an influx of intramedullary inflammatory tissue. In comparison, near-complete bridging between cortices was observed in Sham WT animals. Of 13,160 genes, mRNA-Seq analysis identified 13 that were differentially expressed in ZDF rat callus, using a false discovery rate (FDR) threshold of 10%. Seven genes were upregulated with high confidence (FDR = 0.05) in ZDF fracture callus, most with known roles in inflammation. Conclusion. These findings suggest that elevated or prolonged inflammation contributes to delayed fracture healing in T2DM. The identified genes may be used as biomarkers to monitor and treat delayed fracture healing in diabetic patients. Cite this article: Bone Joint Res 2023;12(10):657–666


Orthopaedic Proceedings
Vol. 87-B, Issue SUPP_I | Pages 27 - 27
1 Mar 2005
Carstens A Bava U Naot D Callon K Reid I McCowan S Pitto R Cornish J
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Paget’s disease of bone is a common disorder characterised by focal areas of increased bone resorption coupled to increased and disorganised bone formation. Pagetic osteoclasts have been studied extensively, however, due to the integral cross-talk between osteoclasts and osteoblasts, we propose that pagetic osteoblasts may also play a key role in the pathogenesis of Paget’s disease. Any phenotypic changes in the diseased osteoblasts are likely to result from alterations in the expression levels of specific genes. To determine any differences in expression between pagetic and non-pagetic osteoblasts and their precursors the gene expression profiles of RANK, RANKL, OPG, VEGF, IL-1beta, IL-6, MIP-1, TNF and M-CSF were investigated in primary cultures of human osteoblasts and in the osteoblast precursor population of bone marrow stromal cells. We present preliminary data of this study. Trabecular bone explants were finely chopped, washed free of marrow and cellular debris then either snap frozen in liquid nitrogen or placed in flasks to culture outgrowth osteoblast-like cells. Mononuclear stromal cells from bone marrow were isolated and grown in culture flasks. RNA and conditioned media were collected from cultured osteoblasts and stromal cells at confluency. The innovative method of Real-Time PCR, the most accurate technique available at present to quantitatively measure gene expression, was used for the comparison of gene expression levels in our samples. 18S ribosomal RNA was used as an endogenous control to normalise the expression in the various samples. RANK, MIP-1 and TNF were only detected in stromal cells whereas RANKL, OPG, VEGF, IL-1beta, IL-6 and M-CSF were detected in both osteoblasts and stromal cells. OPG displayed higher expression in osteoblasts while IL-1beta showed higher expression in stromal cells. To date we have not seen any significant differences in gene expression between pagetic and non-pagetic subjects when comparing a small number of samples. A larger cohort is currently being investigated. We are also comparing levels of secreted proteins in the conditioned media from pagetic and non-pagetic cell cultures. This may lead to further candidate genes involved in the pathology of the pagetic lesion


Orthopaedic Proceedings
Vol. 99-B, Issue SUPP_8 | Pages 14 - 14
1 Apr 2017
Tanaka T Furumatsu T Miyazawa S Fujii M Inoue H Ozaki T
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Background. Hyaluronan (HA) promotes extracellular matrix (ECM) production and inhibits the activity of matrix degrading enzymes in chondrocytes. The meniscus is composed of the avascular inner and vascular outer regions. Inner meniscus cells have a chondrocytic phenotype compared with outer meniscus cells. In this study, we examined the effect of HA on chondrocytic gene expression in human meniscus cells. Methods. Human meniscus cells were prepared from macroscopically intact lateral meniscus. Inner and outer meniscus cells were obtained from the inner and outer halves of the meniscus. The proliferative activity of meniscus cells was evaluated by WST-1 assay in the presence or absence of HA (MW = 600–1200 kDa; Seikagaku). Gene expression of SOX9, COL2A1, and COL1A1 was assessed by a quantitative real-time PCR analysis. The effect of HA on the gene expression and cellular proliferation was investigated under the treatment of interleukin (IL)-1α. Meniscal samples perforated by a 2-mm-diameter punch were maintained for 3 weeks in HA-supplemented media. Cultured meniscal samples were evaluated by histological analyses. Results. HA treatments stimulated cellular proliferation in both inner and outer meniscus cells. HA also increased COL2A1 expression in inner meniscus cells. On the other hand, HA did not induce COL2A1 expression in outer meniscus cells. Although IL-1α treatment decreased COL2A1 expression in inner meniscus cells, the decrease of COL2A1 expression was prevented by HA treatments. In addition, HA treatments increased cellular counts along the perforated surface of organ-cultured meniscal samples. Conclusion. The present study demonstrated that HA activated the proliferation and chondrocytic gene expression of inner meniscus cells. In addition, IL-1α-dependent decrease of COL2A1 expression was prevented by HA treatment. Our results suggest that intra-articular HA injection may be useful in the treatment of inner meniscal injury. Level of evidence. in vitro study, level IV. Disclosure. The authors have no conflicts of interest


Orthopaedic Proceedings
Vol. 87-B, Issue SUPP_III | Pages 303 - 303
1 Sep 2005
Young A Smith M Smith S Cake M Read R Sonnabend D
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Introduction and Aims: Assessment of the metabolic state of articular cartilage (AC) is important in understanding the initiation and progression of osteoarthritis (OA). The purpose of this study was to evaluate changes in gene expression of the major AC extracellular matrix (ECM) components, in addition to a number of molecules involved in OA, including the novel glycoprotein lubricin, following lateral meniscectomy in a sheep model of OA. Method: AC tissue from both medial (MTP) and lateral (LTP) tibial plateaux were collected from six non-operated control (NOC) and six lateral meniscectomised (MEN) pure-bred Merino sheep six months post-surgery for semi-quantitative RT-PCR to assess patterns of mRNA expression (relative to GAPDH). Histological evaluation using a modified Mankin score was undertaken in the same sheep to grade the AC and immunohistochemical localisation of gene products was performed. Results: Cartilage degeneration was evident both macroscopically and histologically in the LTP following MEN, with less marked changes appearing in the MTP. The mean total tissue RNA increased greater than five-fold in the LTP following MEN (p< 0.01). Expression of aggrecan (p< 0.01) and collagen type II (p< 0.01) were found to be significantly elevated in LTP AC following MEN. Increased expression of biglycan (p< 0.01) was observed in LTP AC following MEN, whereas conversely, there was a decreased expression of decorin (p< 0.01), the other fibril associated small leucine rich proteoglycan. Expression of both lubricin (p< 0.01) and connective tissue growth factor (CTGF) (p< 0.05) were also found to decrease following MEN in LTP AC. TGFβ demonstrated no change in expression following MEN. Significant changes in gene expression were generally not seen in the MTP following MEN; however trends were observed reflecting similar gene profile changes to those occurring in the LTP. Conclusion: Strong up-regulation in gene expression of the major cartilage ECM components was found, reflecting an anabolic response and attempted tissue repair. Significant changes were also observed for other ECM macromolecules thought to be involved in degenerative joint disease, contributing to alterations in the gene expression profile associated with OA


Orthopaedic Proceedings
Vol. 98-B, Issue SUPP_11 | Pages 6 - 6
1 Jun 2016
Ebreo D Felgate H Martinez-Estrada F Donell S Nolan J Clark I
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Introduction. The biological pathways responsible for adverse reactions to metal debris (ARMD) are unknown. Necrotic and inflammatory changes in response to Co-Cr nanoparticles in periprosthetic tissues may involve both a cytotoxic response and a type IV delayed hypersensitivity response. Our aim was to establish whether differences in biological cascade activation exists in tissues of patients with end-stage OA compared to those with aseptic loosening of a metal on polyethylene (MoP) THR and those with ARMD from metal-on-metal (MoM) THR. Patients & Methods. A microarray experiment (Illumina HT12-v4) was performed to identify the range of differential gene expression between 24 patients across 3 phenotypes: Primary OA (n=8), revision for aseptic loosening of MoP THR (n=8) and ARMD associated with MoM THR (n=8). Results were validated using Taqman Low Density Array (TLDA) selecting the top 36 genes in terms of fold-change (FC)>2 and a significant difference (p<0.05) on ANOVA. Pathways of cellular interaction were explored using Ingenuity IPA software. Results. There is a similar pattern of gene expression between MoP and MoM phenotypes versus primary OA across 33,777 genes. One hundred and thirty significantly differentially expressed genes across 3 phenotypes were identified. Fifteen pathways were associated with differentially expressed genes between MoP and MoM phenotypes. TLDA demonstrated qualitative mirroring of the expression pattern observed in the microarray and consistency in the direction of change for individual genes. Discussion. There were no signature pathways in which multiple genes are differentially expressed such that inferences between the contributions of innate macrophage and adaptive T-cell responses can be made. TIMP3 & MMP12 were consistently identified in 15 pathways that were associated with differential gene expression between MoP and MoM phenotypes. Conclusion. Analyses of the expression of individual genes such as PRG4 (lubricin) have demonstrated patterns that may provide avenues for further research into biomarkers for periprosthetic osteolysis and ARMD


Orthopaedic Proceedings
Vol. 104-B, Issue SUPP_7 | Pages 68 - 68
1 Jul 2022
Jamal J Wong P Lane B Wood A Bou-Gharios G Santini A Frostick S Roebuck M
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Abstract. Introduction. It is increasingly evident that synovium may play a larger role in the aetiology of osteoarthritis. We compared gene expression in whole tissue synovial biopsies from end-stage knee osteoarthritis and knee trauma patients with that of their paired explant cultures to determine how accurately cultured cells represent holistic synovial function. Methodology. Synovial tissue biopsies were taken from 16 arthroplasty patients and 8 tibial plateau fracture patients with no osteoarthritis. Pairs of whole tissue fragments were either immediately immersed in RNAlater Stabilisation Solution at 4o C before transfer to -80o C storage until RNA extraction; or weighed, minced and cultured at 500mg tissues/5ml media in a humidified incubator at 37oC, 5% CO2. After sub-culturing total RNA was extracted using RNAeasy Plus Mini Kit with gDNA removal. Following RT-PCR and quality assessment, cDNA was applied to Affymetrix Clariom D microarray gene chips. Bioinformatics analyses were performed. Results. PCA analysis illustrates the clear separation of expression array data from cultured cells compared with their parental whole tissues and no segregation between cells derived from osteoarthritic or trauma tissues. A differentially expressed gene heat map demonstrated the hierarchical independence of cultured cells from their paired sample parental tissues. The biological pathways enriched by these gene expression differences emphasise the activities of macrophages and lymphocytes lost from culture. Conclusion. Adherent synovial cells grown from different knee pathologies lose the expression patterns characteristic of their originating pathology. Interpretation of data needs caution as the cells are not representative of whole synovium


Orthopaedic Proceedings
Vol. 86-B, Issue SUPP_IV | Pages 487 - 487
1 Apr 2004
Carstens A Pitto R Naot D Callon K Reid I Cornish J Bava U
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Introduction Paget’s disease of bone is a common disorder characterised by focal areas of increased bone resorption by osteoclasts and disorganised bone formation by osteoblasts. Because there is integral cross-talk between osteoclasts and osteoblasts during normal bone remodelling, we propose that Pagetic osteoblasts may also play a key role in the pathogenesis of Paget’s disease. Any phenotypic changes in the diseased osteoblasts are likely to result from alterations in the expression levels of specific genes. Methods To determine any differences in expression between Pagetic and non-Pagetic osteoblasts and their precursors the gene expression profiles of RANK, RANKL, OPG, VEGF, IL-1beta, IL-6, MIP-1, TNF and M-CSF were investigated in primary cell cultures of human osteoblasts and in the osteoblast precursor population of bone marrow stromal cells. Trabecular bone explants were finely chopped, washed free of marrow and cellular debris then either snap frozen in liquid nitrogen or placed in flasks to culture outgrowth osteoblast-like cells. Mononuclear stromal cells from bone marrow were isolated and grown in culture flasks. RNA and conditioned media were collected from cultured osteoblasts and stromal cells at confluency. Real-Time PCR was used for the comparison of gene expression. 18S ribosomal RNA was used as an endogenous control to normalise the expression in the various samples. Results RANK, MIP-1 and TNF were only detected in stromal cells whereas RANKL, OPG, VEGF, IL-1beta, IL-6 and M-CSF were detected in both osteoblasts and stromal cells. OPG displayed higher expression in osteoblasts while IL-1beta showed higher expression in stromal cells. To-date we have not seen any significant differences in gene expression between pagetic and non-pagetic subjects when comparing a small number of samples. A larger cohort is currently being investigated. Mutations in the sequestosome 1 gene have been showed to be associated with Paget’s disease. When a small number of Pagetic samples were sequenced for these mutations we found one out of seven patients (14%) to possess a known transition mutation at position 1215 in this gene. Conclusions These results may further our understanding of the pathology of Paget’s disease


Orthopaedic Proceedings
Vol. 91-B, Issue SUPP_II | Pages 219 - 219
1 May 2009
Secretan C Bagnall K Barley R Jomha N Shum H
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Articular cartilage (AC) has a poor innate healing capacity following significant injury. Autologous chondrocyte implantation is a repair technique which utilises in vitro-expanded chondrocytes combined with a periosteal patch. The chondrocytes are enzymatically digested from arthroscopically harvested tissue at an initial surgery and expanded in monolayer culture prior to implantation at a second procedure. Unfortunately, in vitro expanded chondrocytes appear unable to retain their fundamental phenotype resulting in dedifferentiated cells which produce a matrix of inferior quality. This study compares the matrix-component gene expression profiles of chondrocytes in their native chondrons and through multiple divisions in monolayer culture. We hypothesised that there would be a rapid decline of matrix-component gene expression within a few cell replications in monolayer culture. The goal is to understand more fully the process of chondrocyte dedifferentiation and to compare matrix-component gene expression during cellular expansion in vitro. Human AC was obtained from tissue donors and operative patients. A portion of the AC was stored at −80°C for use as a control while the remainder was homogenised and enzymatically digested with collagenase. The released cells were plated in monolayer culture and passaged (2:1) when they approached confluence. RNA was extracted from the frozen cartilage control and the passaged chondrogenic cell lines from which cDNA was generated. Real time PCR was performed with primers specific for collagen I, collagen II, aggrecan, and GAPDH. Gene expression was quantified and profiles from the cells in their native chondron and passaged cells (p0-p9) were compared. Cells, when removed from the extra-cellular matrix and plated in monolayer, experienced an immediate upregulation of collagen I which persisted throughout all passages. In contrast, there was a stepwise decrease in collagen II with each successive passage until p8-p9 when the expression became undetectable. Aggrecan expression only decreased minimally as the cells were passaged. Rapid dedifferentiation of monolayer cultured chondrocytes is a persistent barrier to AC tissue engineering including ACI. This study quantified the expression of relevant genes relating to AC generation and is an important first step to understanding cellular events, as alternative expansion techniques and cellular alternatives are sought


Orthopaedic Proceedings
Vol. 84-B, Issue SUPP_III | Pages 286 - 286
1 Nov 2002
Powell R Handel M Zahra D Courtenay B
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Aim: To determine the pattern of gene expression induced in cultured human chondrocytes in response to compressive mechanical loads. Methods: Chondrocytes were obtained from tissue discarded at the time of a number of total knee replacements and where established in primary cell culture. The cultured chondrocytes were then subjected to compressive and tensile loads using a Flexcell machine. The RNA was subsequently extracted from these chondrocytes and the alterations in gene expression determined using the Affymetrix Gene Array machine. Results: Intended as an in vitro model for Osteoarthritis, it was found that mechanical stimulation of human chondrocytes caused a significant alteration in the expression of a number of classes of compounds. These included enzymes, inflammatory mediators and structural proteins. Conclusions: This study identified several interesting candidate genes whose expression was significantly altered after being exposed to a laboratory model for osteoarthrosis. Further study of these genes and their expression may lead to important clinical applications


Orthopaedic Proceedings
Vol. 98-B, Issue SUPP_23 | Pages 49 - 49
1 Dec 2016
Xu Y Maltesen R Larsen L Schonheyder HC Nielsen PH Nielsen JL Thomsen TR Nielsen KL
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Aim. The aim of this study was to gain insight into the in vivo expression of virulence and metabolic genes of Staphylococcus aureus in a prosthetic joint infection in a human subject. Method. Deep RNA sequencing (RNA-seq) was used for transcriptome profile of joint fluid obtained from a patient undergoing surgery due to acute S. aureus prosthetic joint infection. The S. aureus gene expression in the infection was compared with exponential culture of a S. aureus isolate obtained from the same sample using EdgeR. In addition, the genome of the isolate was sequenced on Miseq, assembled in CLC genomics workbench and annotated by MaGe. Moreover, using nuclear magnetic resonance (NMR) spectroscopy we analysed the metabolites in the joint fluid and in the culture supernatants to determine the biochemical composition of the environments. Results. Antibiotic susceptibility testing by disk diffusion (EUCAST) demonstrated that the strain was susceptible to β-lactams (penicillin and cefoxitin) and macrolides (erythromycin and roxitromycin). This was indirectly confirmed by the annotated genome, because of absence of known resistant genes. The patient showed no signs of improvement during 2-days treatment with antibiotics (different β-lactams and gentamicin) prior to the surgery. The RNA-seq data indicated that the strategy employed by S. aureus to survive and proliferate in the host during antibiotic treatment involved overexpression of various enzymes related to cell-wall synthesis and multidrug efflux pumps. Interestingly, these efflux pumps are only known to be related to fluoroquinolone resistance. Many of the genes encoding virulence factors were upregulated, including toxins and superantigen-like proteins, hemolysins, and immune evasion proteins. A number of chaperones and stress related genes were overexpressed indicating a stress response. Furthermore, the RNA-seq data provided clues of the potential major nutrient sources for the pathogen in vivo. Several amino acid degradation pathways were highly upregulated, e.g. arginine, histidine. Additional carbon sources included N-acetylneuraminate and purine/pyrimidine deoxyribonucleosides as indicated by the upregulation of the genes involved in the degradation pathways of these compounds and higher concentration of these substances in the joint fluid compared to culture supernatants. Conclusions. Our results show that the gene expression pattern of S. aureusin vivo is vastly different from that of an in vitro grown exponential culture, indicating that the pathogen adapts to host environmental conditions by altering gene expression. Finally our study emphasizes the importance of in vivo study in elucidating pathogenesis of S. aureus in prosthetic joint infections


Orthopaedic Proceedings
Vol. 87-B, Issue SUPP_III | Pages 303 - 303
1 Sep 2005
Yagi R Weiner S Horton W
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Introduction and Aims: Establishing pathogenic mechanisms that are important for OA progression would support development of therapies to delay arthoplasty and extend the life of the joint. The aim of this study was to define a human model system for comparing minimal and advanced OA cartilage at the tissue, cellular, and molecular level. Method: Cartilage was isolated from femoral condyles of patients undergoing knee arthroplasty, with advanced OA cartilage obtained from areas within 1cm of overt lesions, and minimal OA cartilage taken from areas with no obvious surface defects. Representative histological sections were scored for disease severity based on four categories: fibrillation, chondrocyte cloning, matrix depletion and cellularity using Bioquant Nova v5.00.8 software. The proteoglycan and hydroxyproline content of the cartilage was determined by biochemical analysis. Following RNA isolation and reverse transcription, the cDNA was analysed for relative gene expression using real-time PCR. Gene expression patterns were compared on a patient-matched basis. Results: Histological analysis showed that the advanced OA cartilage differed from the minimal cartilage with regard to cloning (p< 0.001), fibrillation (p< 0.001), and proteoglycan depletion (p< 0.001). There was no difference in overall cellularity. The advanced OA cartilage had significantly less proteoglycan content than the minimal tissue, with no difference found in hydroxyproline content. The following changes were observed in the relative expression level of specific genes: 1) the steady state level of osteopontin mRNA showed an overall 3.5-fold increase in advanced OA cartilage compared to minimal (p< 0.01); 2) The mRNA coding for aggre-can was down-regulated in advanced disease tissue to less than 50% the level found in minimal tissue in nine out of 11 patients; 3) the expression of mRNA coding for link protein was also significantly decreased in advanced OA cartilage compared to minimal in nine out of 11 patients; and 4) the mRNA level coding for collagen II did not show an obvious pattern of expression in the minimal versus advanced cartilage. The expression of mRNA coding for MMPs was variable with regard to disease state with the majority of patients showing decreased MMP3, MMP9, and MMP13 mRNA expression in advanced OA tissue compared to minimal. Conclusions: This study clearly demonstrates that patient-matched minimal and advanced OA cartilage show significant differences in cell and matrix characteristics. In addition, differential patterns of gene expression are observed in this model that may relate to the pathogenic mechanism operating during progression of OA


Orthopaedic Proceedings
Vol. 87-B, Issue SUPP_III | Pages 346 - 347
1 Sep 2005
Henry S Courtenay B
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Introduction and Aims: Aberrations in the balance of chondrocyte metabolism play an integral role in the degeneration of articular cartilage and subsequent osteoarthritis. Gene expression profiling allows a comparison of levels of mRNA expression in large numbers of genes simultaneously. This study compares the mRNA expression from osteoarthritic cartilage in knees and hips with that of normal cartilage. Method: Human cartilage samples were obtained from osteoarthritic knees and hips at the time of joint arthroplasty surgery. ‘Normal’ cartilage was obtained from femoral heads after fracture or from radial heads after trauma. Cartilage samples were either snap frozen in liquid nitrogen or enzymatically digested and established in primary cell culture prior to RNA isolation. The RNA was reverse-transcribed to cDNA, labelled with a fluorochrome and then hybridised to gene chips. Results: In addition to confirming that cells raised in primary cell culture dedifferentiate to a fibroblast-like state and cease to synthesise normal products of cartilage matrix we have also developed a reproducible method of processing snap frozen cartilage samples in order to produce a sufficiently pure quantity of mRNA to be used in gene chip technology. We now have gene chips completed for a ‘normal’ control, a standard osteo-arthritic knee and an osteoarthritic hip with a significant genetic history of early onset osteoarthritis. Early analysis and comparison of the data from these chips identifies some potential candidate genes for further analysis. Conclusion: Human articular cartilage lends itself to gene profiling using cDNA arrays as it contains only one cell type. Thus any changes in gene expression levels can be directly attributable to the chondrocyte. This early data analysis opens the door to a new search for the ‘arthritis gene’. For the data to be meaningful we will need to process gene chips on several more samples of arthritic and ‘normal’ cartilage


Bone & Joint Research
Vol. 1, Issue 10 | Pages 238 - 244
1 Oct 2012
Naraoka T Ishibashi Y Tsuda E Yamamoto Y Kusumi T Kakizaki I Toh S

Objectives. This study aimed to investigate time-dependent gene expression of injured human anterior cruciate ligament (ACL), and to evaluate the histological changes of the ACL remnant in terms of cellular characterisation. Methods. Injured human ACL tissues were harvested from 105 patients undergoing primary ACL reconstruction and divided into four phases based on the period from injury to surgery. Phase I was < three weeks, phase II was three to eight weeks, phase III was eight to 20 weeks, and phase IV was ≥ 21 weeks. Gene expressions of these tissues were analysed in each phase by quantitative real-time polymerase chain reaction using selected markers (collagen types 1 and 3, biglycan, decorin, α-smooth muscle actin, IL-6, TGF-β1, MMP-1, MMP-2 and TIMP-1). Immunohistochemical staining was also performed using primary antibodies against CD68, CD55, Stat3 and phosphorylated-Stat3 (P-Stat3). . Results. Expression of IL-6 was mainly seen in phases I, II and III, collagen type 1 in phase II, MMP-1, 2 in phase III, and decorin, TGF-β1 and α-smooth muscle actin in phase IV. Histologically, degradation and scar formation were seen in the ACL remnant after phase III. The numbers of CD55 and P-Stat3 positive cells were elevated from phase II to phase III. . Conclusions. Elevated cell numbers including P-Stat3 positive cells were not related to collagens but to MMPs’ expressions


Orthopaedic Proceedings
Vol. 102-B, Issue SUPP_8 | Pages 50 - 50
1 Aug 2020
Woloszyk A Tuong K Tetsworth K Glatt V
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Treatment of segmental bone defects remains a major clinical problem, and innovative strategies are often necessary to successfully reconstruct large volumes of bone. When fractures occur, the resulting hematoma serves as a reservoir for growth factors and a space for cell infiltration, both crucial to the initiation of bone healing. Our previous studies have demonstrated very clear ultrastructural differences between fracture hematomas formed in normally healing fractures and those formed in segmental bone defects. However, there is little information available regarding potential differences in the underlying gene expression between hematomas formed in normal fractures, which usually heal by themselves, and segmental bone defects, which do not. Therefore, the aim of this study was to identify differences in gene expression within hematomas collected from 0.5 mm (normal fracture) and 5 mm (segmental bone defect) fracture sites during the earliest stages of bone healing. Osteotomies of 0.5 and 5 mm in the femur of Fisher 344 rats were stabilized with external fixators (RISystem AG). After 3 days the rats were sacrificed, and the fracture hematomas were collected for RNA-sequencing. Ingenuity pathway analysis (IPA) was used to identify upstream regulators and biological functions that were significantly enriched with differentially expressed genes from the RNA-sequencing analysis. Animal procedures were conducted following the IACUC protocol of the UT Health Science Center San Antonio. Key upstream regulators of bone formation were less active (e.g. TGFB1, FGF2, SMAD3) or even inhibited (e.g. WNT3A, RUNX2, BMP2) in non-healing defects when compared to normally healing fractures. Many upstream regulators that were uniquely enriched in healing defects were molecules recently discovered to have osteogenic effects during fracture healing (e.g. GLI1, EZH2). Upstream regulators uniquely enriched in non-healing defects were mainly involved in an abnormal modulation of hematopoiesis, revealing evidence of impaired maturation of functional macrophages and cytokines (e.g. IL3, CEBPE), both essential for successful bone healing. In addition, the enrichment pattern suggested a dysregulation of megakaryopoiesis (e.g. MRTFA, MRTFB, GATA2), which directly affects platelet production, and therefore fracture hematoma formation. Remarkably, the organization of the ECM was the most significantly enriched biological function in the normally healing fractures, and implies that the defect size directly affected the structural properties within the fracture hematoma. Conversely, genes encoding important ECM components (e.g. BGN, various collagens, IBSP, TNC), cell adhesion molecules, MMPs (MMP2), and TIMPs were all significantly downregulated in non-healing defects. Our most recent findings reveal new important key molecules that regulate defect size-dependent fracture healing. Combined with our previous results, which identified structural differences in fracture hematomas from both types of defects, current findings indicate that differential expression of genes is dictated by the structural properties of the hematomas formed during early fracture healing. Consequently, creating a bioscaffold that mimics the structure of normal fracture hematomas could be the first step towards developing new orthoregenerative treatment strategies that potentiate healing of large bone defects and non-healing fractures


Orthopaedic Proceedings
Vol. 88-B, Issue SUPP_III | Pages 404 - 405
1 Oct 2006
Malik M Sun S Salway F Rash B Ollier W Day P
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Introduction: Our group has previously reported on microarray gene expression profiling of failed aseptic and septic THRs. The data obtained from the Affymetrix DNA chips suggested a range of 21 differentially expressed genes between the tissue samples obtained from the control and study patients with failed aseptic THRs. The variation in expression that was demonstrated did not suggest that the basis of the local tissue reaction that occurs in aseptic loosening of THR is primarily inflammatory in nature. In order to validate these results we have performed quantitative real-time polymerase chain reaction (RT-PCR) to analyse the transcriptional levels of genes expression in the samples used in our original study and to formulate a hypothesis of how these candidate genes can be related to aseptic join loosening. Methods: 3 control and 6 aseptic samples of peri-prosthetic membrane were subjected to RNA extraction. RNA quality analysis and quantification were performed. SYBRâ Green I real time quantitative PCR (RT qPCR) assays were designed using Primer Express [Applied Biosystems] and BLAST searching the resulting sequences. The comparative method for quantitation of gene expression levels, which utilizes arithmetic formulas to give the similar results to those achieved with standard curves, was utilised to validate the cDNA microarray data. Results: We were able to devise successful quantitative real-time PCR for 15 of the 21 candidate genes plus the reference gene GAPDH. The genes coding for complement component C4B, Osteonectin , ATP2A2 (an ATPase linked to the regulation of adhesion, differentiation and proliferation in tissue that expresses this gene such as bone) and Phospholipase2A, were all found to be under-expressed whereas SLC2A5 (a solute carrier that can facilitate glucose/fructose transport)and NPC1 (intimately involved in cholesterol and glycolipid trafficking and inversely related to PLA2-mediated release of eicosanoids such as PGE2) were found to be over-expressed. Conclusions: The data from our gene expression and RT-PCR studies have suggested novel pathways that may be intimately involved in the development of peri-prosthetic osteolysis and aseptic loosening that are distinctly different from the currently accepted theory of a proinflammatory cytokine cascade initiated by tissue reaction to particulate wear debris. These include possible alteration in both extra- and intracellular Ca2+ metabolism together with a possible effect upon extra-cellular matrix function. Altered lipid metabolism may also be evident and in particular decreased eicosanoid production. Intriguingly, the pattern of gene expression that is seen our studies would appear to be quite different than that seen in synovial inflammatory arthritidies such as rheumatoid and osteo-arthritis and suggests that previous studies that has used these pathological mechanisms as comparisons or controls may be flawed


Orthopaedic Proceedings
Vol. 86-B, Issue SUPP_IV | Pages 486 - 487
1 Apr 2004
Henry S Courtenay B Mackay C
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Introduction Aberrations in the balance of chondrocyte metabolism play an integral role in the degeneration of articular cartilage and subsequent arthritis. Gene expression profiling is a powerful tool which allows identification of differences in levels of mRNA expression of large numbers of genes simultaneously. The objective of this study was to compare mRNA expression from osteoarthritic cartilage with that of normal cartilage and by use of the Affymetrix system, identify target genes for further investigation. Methods Human cartilage samples were obtained from osteoarthritic knees and hips at the time of joint replacement surgery. Non-arthritic cartilage samples were obtained from notchplasty at time of cruciate ligament replacement surgery or from trauma surgery. Cartilage samples were either snap frozen in liquid nitrogen and RNA directly isolated from the frozen tissue or enzymatically digested and established in primary culture prior to RNA isolation. The RNA was reverse transcribed to cDNA, labelled with a fluorochrome and then hybridised to gene chips. This will allow us to: 1. Compare whether RNA expression in cell culture accurately reflects that in the tissue itself. 2. Determine whether there are differences between the gene profiles of knee and hip osteoarthritis. 3. Select candidate genes for further analysis. Results At present primary cell culture lines have been successfully established and are ready for RNA isolation. Frozen cartilage samples have undergone RNA isolation. Currently techniques are underway to maximise RNA extraction and sufficiently purify it to process a gene chip. Once the gene chip is made a list of up or down-regulated genes will be available for analysis. Human articular cartilage lends itself to gene profiling using cDNA arrays as it contains only one cell type. Thus any changes in gene expression levels can be directly attributed to the chondrocyte. Conclusions This technology opens the door to a new search for the ‘arthritis gene’. In relation to the conduct of this study, one or more of the authors is in receipt of a research grant from a non-commercial source