- Research article
- Open Access
Synovial membrane protein expression differs between juvenile idiopathic arthritis subtypes in early disease
Arthritis Research & Therapyvolume 16, Article number: R8 (2014)
Juvenile idiopathic arthritis (JIA) is the most common rheumatological disease of childhood with a prevalence of around 1 in 1,000. Without appropriate treatment it can have devastating consequences including permanent disability from joint destruction and growth deformities. Disease aetiology remains unknown. Investigation of disease pathology at the level of the synovial membrane is required if we want to begin to understand the disease at the molecular and biochemical level. The synovial membrane proteome from early disease-stage, treatment naive JIA patients was compared between polyarticular and oligoarticular subgroups.
Protein was extracted from 15 newly diagnosed, treatment naive JIA synovial membrane biopsies and separated by two dimensional fluorescent difference in-gel electrophoresis. Proteins displaying a two-fold or greater change in expression levels between the two subgroups were identified by matrix assisted laser desorption ionization-time of flight mass spectrometry with expression further verified by Western blotting and immunohistochemistry.
Analysis of variance analysis (P ≤ 0.05) revealed 25 protein spots with a two-fold or greater difference in expression levels between polyarticular and oligoarticular patients. Hierarchical cluster analysis with Pearson ranked correlation revealed two distinctive clusters of proteins. Some of the proteins that were differentially expressed included: integrin alpha 2b (P = 0.04); fibrinogen D fragment (P = 0.005); collagen type VI (P = 0.03); fibrinogen gamma chain (P = 0.05) and peroxiredoxin 2 (P = 0.02). The identified proteins are involved in a number of different processes including platelet activation and the coagulation system.
The data indicate distinct synovial membrane proteome profiles between JIA subgroups at an early stage in the disease process. The identified proteins also provide insight into differentially perturbed pathways which could influence pathological events at the joint level.
Juvenile idiopathic arthritis (JIA) consists of a heterogeneous group of diseases which persist for more than six weeks and commence before the age of 16. It is the most common rheumatological disease of childhood, with a prevalence of approximately 1/1,000. The cause of JIA remains unknown; however, environmental and genetic factors play a role in its pathogenesis and the heterogeneity of the disease would suggest multiple factors are responsible. Adverse outcomes include chronic pain and stiffness, and joint damage and disability as a result of chronic joint inflammation. Despite improved prognoses for JIA patients in recent years, around half of patients will continue to have active joint disease into adulthood.
The International League of Associations for Rheumatology (ILAR) classification system divides JIA into seven clinical subgroups[4, 5]. The largest subgroup - oligoarticular JIA - accounts for approximately 65% of all cases and refers to children with four or fewer joints involved within six months of diagnosis. Oligoarticular disease is further defined as persistent when it remains confined to four or fewer joints throughout the course of the disease. Oligoarticular JIA is more prevalent in females, with a peak age of onset of one to three years. Polyarticular JIA is defined by the involvement of more than four joints within six months of diagnosis, it accounts for around 10 to 15% of all JIA cases.
Very few studies examine the synovial membrane from JIA patients and, of those available, most involved patients with established disease and on disease modifying treatment[8–11]. Our previous immunohistochemical study demonstrated significant differences in the inflammatory infiltrates and levels of vascularisation in the different JIA subgroups. It is still unclear, however, why these changes take place in JIA and why they differ between subgroups. Proteomics offers an unsupervised means to investigate the disease process within the affected tissue.
This study was designed to investigate how the predominant protein expression profile within synovial membrane varies between persistent oligoarticular and polyarticular JIA across a group of newly diagnosed, treatment-naïve patients. We hypothesize that subtype-specific protein expression patterns exist in the early stages of disease. Comparison of the synovial proteome between polyarticular and oligoarticular JIA patients could provide a much needed insight into the pathology underlying these two distinct subtypes.
Materials and methods
Children with newly diagnosed JIA of less than two years duration were consecutively recruited following informed consent. Medical Ethics Committee approval was obtained for this study at Green Park Healthcare Trust and patient assent and parent informed consent was given (ORECNI 408/03). Recruitment criteria included: involvement of one knee joint that required intra-articular steroid injection, and the patient being steroid and disease-modifying antirheumatic drug (DMARD) naive. Children were classified according to the ILAR criteria at the time of recruitment. Children were then reclassified after two years of follow-up. Detailed clinical examination, biochemical and immunological data, and imaging assessments were obtained. Subgroups were compared with each other as it was not ethically possible to obtain synovial membrane biopsies from healthy paediatric controls.
Synovial membrane samples were obtained by blind needle biopsy using ultrasound guidance as described previously. Biopsies were obtained prior to the instillation of steroids. Tissue was wrapped in saline soaked gauze, immersed in saline and placed in sterile containers on ice. Biopsies were snap frozen in liquid nitrogen and stored at -80°C.
Protein was extracted from synovial membrane biopsies in lysis buffer (8.4 M urea, 2.4 M thiourea, 4% 3-[(3-cholamidopropyl)dimethylammonio]-1-propanesulfonate, 2 mM dithiothreitol (DTT), 1% ampholytes). Samples were centrifuged at 12,000 rpm for 15 minutes and the supernatant collected. Protein was precipitated in ice cold acetone at -20°C overnight, pelleted by centrifugation and the pellet air dried to remove residual acetone. The protein pellet was resuspended in difference in-gel electrophoresis (DIGE) lysis buffer (30 mM Tris-Cl, 7 M urea, 2 M thiourea, 4% CHAPS, pH 8.5) and protein concentration was determined using a modified Bradford assay.
Difference in-gel electrophoresis (DIGE)
DIGE was performed as previously described with the exception that isoelectric focusing (IEF) and 2D PAGE were performed on 11 cm Immobiline DryStrip pH 4 to 7 linear. Each gel contained one synovium sample from a polyarticular patient and one synovium sample from an oligoarticular patient (each labelled with either Cy3 or Cy5 dyes). Cy3 and Cy5 dyes were swapped randomly between samples to prevent dye bias. Each gel also contained the internal standard which is a pooled mixture of every patient sample (labelled with Cy2). Voltage and times were adjusted accordingly. Two preparative gels loaded with 300 μg of protein were Coomassie stained and spots excised for identification by mass spectrometry.
DIGE gels were scanned using a Typhoon 9410 imager (GE Healthcare, Bucks, UK). Gel images were analysed using Progenesis Samespots software version 2.0 build 2644.18003 (Nonlinear Dynamics Ltd., Newcastle upon Tyne, UK) as previously described. PermutMatrix was subsequently used to cluster and visualise the spot data as previously described.
Tryptic digestion of protein spots and MALDI target spotting
Tryptic digestion of protein bands was performed using a ProGest robot (Genomic Solutions, Holliston, MA, USA) programmed with the long trypsin digestion method. A sterile pipette tip, cut to increase the bore width (approximately 2.0 mm), was used for spot excision. Gel plugs were then transferred to a 96-well plate. This plate is designed with microscopic holes at the bottom of the wells which allows for positive displacement of liquids during reagent changes on the robot. Gel pieces were first equilibrated in 50 μl of 50 mM ammonium bicarbonate and proteins were reductively alkylated with 10 mM DTT and 100 mM iodacetamide followed by de-staining of the protein bands and desiccation of the gel plugs with acetonitrile. Gel plugs were rehydrated with 50 mM ammonium bicarbonate containing 5% trypsin and the proteins were digested for 12 hours at 37°C. Resulting peptides were extracted from the gel plugs with 2 × 25 μl washes of 50% acetonitrile, 0.1% TFA. Peptide extracts were freeze dried and then re-suspended in 10 μl of 0.1% formic acid. A saturated solution of α-cyano-4-hydroxy-cinnamic acid was prepared in 50% acetonitrile, 0.1%TFA, 10 mM ammonium acetate. For each sample, 1 μl of matrix solution was spotted on the matrix assisted laser desorption ionisation (MALDI) target immediately followed by 1 μl of sample into the matrix spot and the sample/matrix droplet allowed to slowly air dry.
MALDI TOF-TOF analyses, database searching and protein identification
Matrix assisted laser desorption ionisation-tandem time of flight (MALDI TOF-TOF) analyses was performed on a 4800 mass spectrometer (AB Sciex UK Limited, Cheshire, UK) using the following protocol: TOF-MS analyses was first performed on all of the dried target spots using automated data acquisition and processing under the control of Applied Biosystems 4000 series Explorer software (version 3.5) using reflector mode, a mass range of 700 to 4,000 m/z, 1,000 total laser shots per spectrum and a laser intensity of 3,300 V. Following acquisition the TOF-MS spectra were noise corrected, peak de-isotoped and internally calibrated using the trypsin autolysis peaks 842.500 and 2,211.100 m/z. The eight most abundant precursor ions from each spectra were then selected by the software for fragmentation and MS-MS analyses using a 1 kV collision ion dissociation (CID) fragmentation method collecting 4,000 laser shots per spectra with a laser intensity of 3,800 over the mass range.
Peak lists of ion masses were generated by GPS Explorer software version 3.6 (Applied Biosystems) from the calibrated and de-isotoped MS and MS-MS spectra for each sample. Combined lists of MS and MS-MS data were used for database searching with MASCOT version 2.2 (Matrix Science), against all entries in the National Center for Biotechnology Information (NCBI) database. Database search parameters used were the following: digestion enzyme trypsin, single missed cleavage allowed, variable modifications of carboxymethyl cysteine and oxidised methionine, precursor mass tolerance of 50 ppm and fragment ion tolerance of 0.2 Da. HTML pages of MASCOT output were generated for each sample.
The Mowse scoring algorithm was used to determine the significance of the identity. Additional criteria were used to ensure correct protein identifications. These included ensuring the matched peptides were the most abundant peaks in the mass spectrum, the theoretical isoelectric point and molecular weight of the identified protein correlated with the spot’s position on the 2D gel, and sequence coverage was high.
Biopsies were snap frozen in liquid nitrogen for sectioning and stored at -80°C. A total of 7 μm thick frozen sections were cut using a Leica CM 1900 cryostat (Leica Microsystems Nussloch GmbH, Germany) and allowed to air-dry at room temperature for 30 minutes. Primary antibodies used were monoclonal anti-integrin alpha 2b antibody (ITA2B) (Abcam, Cambridge, UK), monoclonal anti-peroxiredoxin 2 (PRDX2) (Sigma, Dorset, UK) and polyclonal anti-myosin regulatory light chain 2 (MYL2) (Sigma, Dorset, UK). Immunostaining was performed using a standard protocol and staining was visualized using the diaminobenzidine (DAB) method. Sections were counterstained with haematoxylin.
Western immunoblot analysis was performed using a standard protocol using the above antibodies against ITA2B, PRDX2 and MYL2.
Patient demographics and clinical features
There were 12 females and 3 males included in the study. The clinical and laboratory data of patients are shown in Table 1.
General laboratory characteristics of JIA patients
There was no significant difference in the age at disease onset between the two groups. VAS pain scores (parent) were significantly higher in the polyarticular as were ESR and CRP levels (Table 1).
2D DIGE analysis
We compared the synovial membrane proteome from seven persistent oligoarticular JIA patients with eight polyarticular JIA patients using 2D DIGE. 2D DIGE analysis revealed an average of 460 spots per pH 4 to 7, 11 cm gel which were matched across all gels (Figure 1). ANOVA revealed 26 spots that were differentially expressed (two-fold or more change in expression levels) between polyarticular and oligoarticular patients (P ≤0.05).
Hierarchical cluster analysis (HCA)
HCA was used to examine the expression patterns of the 26 differentially expressed proteins across the study cohort with results depicted in heat map form (Figure 2). Depicted on the horizontal axis is the patient number and on the vertical axis is the spot number/protein ID. Pearson ranked correlation revealed two distinct clusters of proteins. Cluster 1 contains proteins that were overexpressed in the polyarticular patients, whereas proteins in cluster 2 are overexpressed in the oligoarticular subgroup. It seemed conceivable that these two distinct clusters could be used in combination to differentiate these two disease subgroups.
MALDI-TOF MS protein identification
Differentially expressed proteins were identified by MALDI MS (Table 2). Peptide ion validation data is available as an additional file (Additional file1: Table S1). Proteins that were overexpressed in the polyarticular group included: chain A of profilin-beta-actin (P = 0.04); alpha-1 subunit of F-actin capping protein (P = 0.03); beta actin, (P = 0.04); beta actin (P = 0.02); myosin regulatory light chain 2 (MYL2) isoform B (P = 0.02); myosin regulatory light chain 9 (MYL9), isoform a (P = 0.04); beta actin variant (P = 0.005); peroxiredoxin 2 (PRDX2), isoform a (P = 0.02); mixture of protein kinase C inhibitor protein 1 (KCIP-1) and annexin A5 (P = 0.003); fibrinogen gamma chain (P = 0.004 and P = 0.05).
Proteins overexpressed in the oligoarticular group included: collagen type VI, alpha 2 (P = 0.03); integrin alpha 2b (ITA2B) (P = 0.04); chain C of fibrinogen fragment D (P = 0.005); Chain C, crystal structure of fibrinogen fragment D (P = 0.0002). Figure 3 shows representative differentially expressed proteins along with a 3D image of the relative quantities of proteins generated using Samespots software (Nonlinear Dynamics Ltd., Newcastle upon Tyne, UK).
The levels of proteins 27 to 31 (listed in Table 2) did not differ between oligoarticular and polyarticular patient groups. There were a number of proteins that could not be identified due to their low abundance in the gel.
Confirmation of protein localisation and expression
Figure 4 shows representative images of MYL2, PRDX2 and ITA2B immunostaining in polyarticular and oligoarticular synovial membrane: (A) MYL2 staining is limited to a small number of discrete cells within the sublining layer in the oligoarticular tissue (arrows), its expression in the polyarticular tissue (B) is more intense. PRDX2 staining is sparse in the oligoarticular tissue (arrows) (C) with more intense staining in the polyarticular tissue (D). ITA2B staining is localised to blood vessels in oligoarticular tissue (E), some ITA2B staining was also observed in the polyarticular tissue (F) around blood vessels (arrows). Figure 5 depicts the synovial membrane expression levels for the aforementioned proteins across a representative subset of the study patients.
This is the first study to identify synovial membrane protein expression patterns that discriminate clinical subgroups in early treatment of naive JIA. By understanding the early pathological changes taking place at the disease site we can begin to elucidate the disease process. There have been a number of proteomic investigations of synovial tissue in adult inflammatory disease[17–19] but not in children. To date, proteomic studies of JIA have focused on synovial fluid and plasma[13, 14, 20–22], due to the fact that synovial membrane is extremely difficult to acquire. The synovial membrane has an advantage over synovial fluid in that it is the actual site of pathology in JIA. It is also important to note that all synovial membranes used in this study were from treatment-naive early disease-stage patients (average disease duration at time of biopsy was 5.4 months). For the purpose of this study the differences in two JIA subgroups were noted. Although control tissue from healthy subjects would have been useful, such tissue is not obtainable for ethical reasons.
A number of proteins identified in this study were part of a ‘charge train’ on the 2D gels, indicating post translational modification (PTM). A recently published study by our group indicates that protein modification acts as a surrogate marker of inflammation spread in JIA. Glycosylation of VDBP- Vitamin D-binding protein, which confers macrophage activation activity, was decreased in patients at risk of disease spread. Subtype-specific protein isoforms uncovered within the current study should also be carefully investigated for post translational modifications. In early disease discrete protein isoforms may play a role in the different pathologies observed between oligoarticular and polyarticular synovium. In an earlier study we reported histological features which distinguish these JIA subgroups, including levels of vascularisation and white blood cell infiltration. The likely pathological impact of synovial protein isoforms identified in the current study are subsequently discussed, along with their potential as therapeutic targets.
ITA2B was overexpressed in the oligoarticular group as part of a ‘charge train’ of spots (Figure 3), strongly suggesting a process of serial post translational modifications. ITA2B contains five N-linked glycosylation points. Furthermore, intense ITA2B immunostaining was observed around blood vessels in the oligoarticular group, relative to polyarticular tissue. ITA2B is a major integrin found on platelet plasma membranes, assisting platelet activation and adhesion and thrombus formation at sites of vascular injury. A previous study reported similar ITA2B expression patterns in rheumatoid arthritis (RA) synovial membrane, restricted to vascular endothelial cells. ITA2B could act as a key target in controlling inflammation, as platelets can elicit cytokine responses from synovial fibroblasts via interleukin-1 in RA patients. The apparent increase in ITA2B observed in oligoarticular patients may result from leaky and tortuous vessels observed in the development of synovitis.
Fibrinogen fragment D was also expressed at higher levels in the oligoarticular group as part of a ‘charge train’. The D-dimer of fibrin is a degradation product (FDP) found in the blood following fibrinolysis of a blood clot. Under various inflammatory conditions, including RA, fibrin degradation product levels are increased[28, 29], suggesting an imbalance in the coagulation/fibrinolysis system. D-dimers have also been shown to trigger release of IL-1β, IL-6 in peripheral blood monocytes. Fibrinogen is one of several protein targets for citrullination in RA and citrullinated fibrinogen D fragments have been detected in synovial exosomes from patients with RA and osteoarthritis (OA).
In contrast, fibrinogen beta and gamma chains were overexpressed in the polyarticular group. Fibrinogen gamma chains are involved in fibrin polymerization and cross-linking, interacting with platelets and mediating thrombin binding to fibrin. Rosenkranz et al. also observed that fibrinogen gamma chain levels were increased in systemic JIA synovial fluid relative to oligoarticular patients. Fibrinogen beta chain is also increased in patients with recurrent joint inflammation. A recent study also demonstrated strong reactivity of JIA sera to anti-citrullinated fibrinogen antibodies. Fibrinogen has been shown to be the target of citrullination not only in JIA but also in adult RA, suggesting it may have an important role to play in autoimmunity.
During a normal inflammatory response, activation of coagulation and deposition of fibrin are crucial events that help regulate and contain inflammatory activity to the site of injury or infection. It is, therefore, possible that altered levels of coagulation system proteins reported in polyarticular tissue may indirectly assist in the spread of inflammation to multiple joints, a key characteristic of these patients. It would be intriguing to target these fragments in an animal model of arthritis to determine their function in the synovium.
The collagens are a superfamily of extracellular matrix proteins that play a crucial role in maintaining tissue integrity. Type VI collagen is a prominent constituent of the synovial extracellular matrix. A study by Alexopoulos et al. suggests that type VI collagen has an important role in the regulation of normal synovial joint physiology and pericellular matrix displayed significantly reduced mechanical properties in mice lacking type IV collagen. Thus, as the mice aged, accelerated development of joint degeneration, as well as a number of other musculoskeletal abnormalities, was noted. Collagen type VI was found at higher levels in the oligoarticular subgroup. Disease pathology is much less severe in this group, and it is possible that this is due to increased tissue integrity and a more stable extracellular and pericellular matrix in the synovial membrane.
A number of actin family proteins were overexpressed in the polyarticular group. Citrullinated F-actin capping protein alpha-1 subunit autoantigens have been identified in RA synovium. It is thought that one of the pathogenic mechanisms taking place in RA is the promotion of actin polymerization and rearrangement of the actin cytoskeleton. Indeed, a previous study found a number of deregulated genes in synovial fibroblasts known to be involved in actin filament and cytoskeleton organisation. Reorganisation of the actin cytoskeleton and the associated deregulation of ECM adhesion are known to be an intrinsic property of arthritic synovial fibroblasts. The presence of higher levels of these cytoskeletal proteins in the polyarticular group could reflect the severe disease pathology in this group and is consistent with much higher levels of synovial hyperplasia and cytoskeletal reorganisation.
PRDX2 was found at higher levels in the polyarticular group. Peroxiredoxin is involved in redox regulation. Peroxiredoxins constitute a ubiquitous family of antioxidant enzymes that are involved in the control of cytokine-induced peroxide levels. Lymphocytes from RA patients have been shown to have increased levels of intracellular PRDX2 when compared to healthy controls. Autoantibodies against peroxiredoxin have also been identified in RA. Increased levels of PRDX2 in the polyarticular patients may indicate a dysregulated redox response system similar to that observed in adult RA.
There are still substantial gaps in our understanding of JIA disease pathogenesis. As a result, JIA specific treatments have lagged behind the management of other adult arthritides. Identifying pathology specific proteins with functions in key cellular processes may provide help to prioritize putative therapeutic targets. We hypothesize that an imbalance in clotting factors, which primarily control plasma cell activation and thrombus formation, is associated with the involvement of multiple synovial joints in early stage JIA. In the case of polyarticular patients, diminished levels of specific clotting factors may prevent the repair of leaky neovasculature and increase the chances that multiple joints will be affected. Further targeted investigations of the circulating levels of the aforementioned factors in a suitably powered independent study cohort are required to robustly test this theory. Murine knockout models of arthritis which can sequentially test the function of the identified members of clotting pathways could also be used to verify this hypothesis.
Alternately, if the integrin alpha 2b is expressed exclusively on pathogenic vasculature, this property could be exploited to specifically target poorly formed vessels with integrin recognition (RGD) peptides. Integrin homing-RGD peptides have been shown to preferentially target inflamed synovium vessels without damaging other synovial tissues. These small proteins could be linked to therapeutic agents, or clotting agents to clog the vessels which fuel the ensuing synovitis.
In summary, proteomic analysis of synovial tissue from early disease-stage JIA patients has revealed novel pathological protein expression patterns. With further work, molecular pathways which discriminate JIA subtypes could be exploited to develop new treatment strategies which suppress disease and reduce the risk of long term joint damage.
- 2D DIGE:
Two dimensional fluorescent difference in-gel electrophoresis
- 2D PAGE:
Two dimensional polyacrylamide gel electrophoresis
Analysis of variance analysis
Collision induced dissociation
Disease modifying anti-rheumatic drug
Erythrocyte sedimentation rate
Fibrin degradation product
Hierarchical cluster analysis
Hypertext markup language
Interleukin 1 beta or 6
International league of associations for rheumatology
Integrin alpha 2b
Juvenile Idiopathic Arthritis
Protein kinase C inhibitor protein 1
Ion mass over charge
Matrix assisted laser desorption ionization-time of flight
Tandem mass spectrometry
Myosin regulatory light chain 2 or 9
National center for biotechnology information
Parts per million
Arginine-glycine-aspartate integrin recognition sequence
Revolutions per minute
Time of flight mass spectra
Unweighted pair group method with arithmetic mean
Visual analogue scale.
Symmons DP, Jones M, Osborne J, Sills J, Southwood TR, Woo P: Pediatric rheumatology in the United Kingdom: data from the British Pediatric Rheumatology Group National Diagnostic Register. J Rheumatol. 1996, 23: 1975-1980.
Prakken BJ, Albani S: Using biology of disease to understand and guide therapy of JIA. Best Pract Res Clin Rheumatol. 2009, 23: 599-608. 10.1016/j.berh.2009.07.003.
Minden K, Niewerth M, Listing J, Biedermann T, Bollow M, Schöntube M, Zink A: Long-term outcome in patients with juvenile idiopathic arthritis. Arthritis Rheum. 2002, 46: 2392-2401. 10.1002/art.10444.
Petty RE, Southwood TR, Manners P, Baum J, Glass DN, Goldenberg J, He X, Maldonado-Cocco J, Orozco-Alcala J, Prieur AM, Suarez-Almazor ME, Woo P, International League of Associations for Rheumatology: International League of Associations for Rheumatology classification of juvenile idiopathic arthritis: second revision, Edmonton, 2001. J Rheumatol. 2004, 31: 390-392.
Petty RE, Southwood TR, Baum J, Bhettay E, Glass DN, Manners P, Maldonado-Cocco J, Suarez-Almazor M, Orozco-Alcala J, Prieur AM: Revision of the proposed classification criteria for juvenile idiopathic arthritis: Durban, 1997. J Rheumatol. 1998, 25: 1991-1994.
Sullivan DB, Cassidy JT, Petty RE: Pathogenic implications of age of onset in juvenile rheumatoid arthritis. Arthritis Rheum. 1975, 18: 251-255. 10.1002/art.1780180309.
Hui-Yuen JS, Imundo LF: A review guide to oligoarticular and polyarticular juvenile idiopathic arthritis. Pediatr Ann. 2012, 41: 1-8.
Gattorno M, Gregorio A, Ferlito F, Gerloni V, Parafioriti A, Felici E, Sala E, Gambini C, Picco P, Martini A: Synovial expression of osteopontin correlates with angiogenesis in juvenile idiopathic arthritis. Rheumatology (Oxford). 2004, 43: 1091-1096. 10.1093/rheumatology/keh250.
Gregorio A, Gambini C, Gerloni V, Parafioriti A, Sormani MP, Gregorio S, De Marco G, Rossi F, Martini A, Gattorno M: Lymphoid neogenesis in juvenile idiopathic arthritis correlates with ANA positivity and plasma cells infiltration. Rheumatology (Oxford). 2007, 46: 308-313.
Bramlage CP, Kaps C, Ungethüm U, Bramlage P, Koziolek M, Wessels J, Krenn V, Pruss A, Müller GA, Strutz F, Burmester GR, Häupl T: Modulatory effects of inflammation and therapy on GDF-5 expression in rheumatoid arthritis synovium. Scand J Rheumatol. 2008, 37: 401-409. 10.1080/03009740802120010.
Walker JG, Ahern MJ, Coleman M, Weedon H, Papangelis V, Beroukas D, Roberts-Thomson PJ, Smith MD: Changes in synovial tissue Jak-STAT expression in rheumatoid arthritis in response to successful DMARD treatment. Ann Rheum Dis. 2006, 65: 1558-1564. 10.1136/ard.2005.050385.
Koski JM, Helle M: Ultrasound guided synovial biopsy using portal and forceps. Ann Rheum Dis. 2005, 64: 926-929. 10.1136/ard.2004.027409.
Gibson DS, Blelock S, Curry J, Finnegan S, Healy A, Scaife C, McAllister C, Pennington S, Dunn M, Rooney M: Comparative analysis of synovial fluid and plasma proteomes in juvenile arthritis–proteomic patterns of joint inflammation in early stage disease. J Proteomics. 2009, 72: 656-676. 10.1016/j.jprot.2009.01.022.
Gibson DS, Finnegan S, Jordan G, Scaife C, Brockbank S, Curry J, McAllister C, Pennington S, Dunn M, Rooney ME: Stratification and monitoring of juvenile idiopathic arthritis patients by synovial proteome analysis. J Proteome Res. 2009, 8: 5601-5609. 10.1021/pr900680w.
Caraux G, Pinloche S: PermutMatrix: a graphical environment to arrange gene expression profiles in optimal linear order. Bioinformatics. 2005, 21: 1280-1281. 10.1093/bioinformatics/bti141.http://www.atgc-montpellier.fr/permutmatrix/,
Finnegan S, Clarke S, Gibson D, McAllister C, Rooney M: Synovial membrane immunohistology in early untreated juvenile idiopathic arthritis: differences between clinical subgroups. Ann Rheum Dis. 2011, 70: 1842-1850. 10.1136/ard.2010.148635.
Yan X, Zhao Y, Pan J, Fang K, Wang Y, Li Z, Chang X: Vitamin D-binding protein (group-specific component) has decreased expression in rheumatoid arthritis. Clin Exp Rheumatol. 2012, 30: 525-533.
Sun S, Fang K, Zhao Y, Yan X, Chang X: Increased expression of alpha 1-anti-trypsin in the synovial tissues of patients with ankylosing spondylitis. Clin Exp Rheumatol. 2012, 30: 39-44.
Matsuo K, Xiang Y, Nakamura H, Masuko K, Yudoh K, Noyori K, Nishioka K, Saito T, Kato T: Identification of novel citrullinated autoantigens of synovium in rheumatoid arthritis using a proteomic approach. Arthritis Res Ther. 2006, 8: R175-10.1186/ar2085.
Ling XB, Park JL, Carroll T, Nguyen KD, Lau K, Macaubas C, Chen E, Lee T, Sandborg C, Milojevic D, Kanegaye JT, Gao S, Burns J, Schilling J, Mellins ED: Plasma profiles in active systemic juvenile idiopathic arthritis: biomarkers and biological implications. Proteomics. 2010, 10: 4415-4430. 10.1002/pmic.201000298.
Rosenkranz ME, Wilson DC, Marinov AD, Decewicz A, Grof-Tisza P, Kirchner D, Giles B, Reynolds PR, Liebman MN, Kolli VS, Thompson SD, Hirsch R: Synovial fluid proteins differentiate between the subtypes of juvenile idiopathic arthritis. Arthritis Rheum. 2010, 62: 1813-1823.
Gibson DS, Blelock S, Brockbank S, Curry J, Healy A, McAllister C, Rooney ME: Proteomic analysis of recurrent joint inflammation in juvenile idiopathic arthritis. J Proteome Res. 2006, 5: 1988-1995. 10.1021/pr060129t.
Gibson DS, Newell K, Evans AN, Finnegan S, Manning G, Scaife C, McAllister C, Pennington SR, Duncan MW, Moore TL, Rooney ME: Vitamin D binding protein isoforms as candidate predictors of disease extension in childhood arthritis. J Proteomics. 2012, 75: 5479-5492. 10.1016/j.jprot.2012.06.024.
Calvete JJ, Henschen A, Gonzalez-Rodriguez J: Complete localization of the intrachain disulphide bonds and the N-glycosylation points in the alpha-subunit of human platelet glycoprotein IIb. Biochem J. 1989, 261: 561-568.
Calvete JJ: On the structure and function of platelet integrin alpha IIb beta 3, the fibrinogen receptor. Proc Soc Exp Biol Med. 1995, 208: 346-360. 10.3181/00379727-208-43863A.
Korkusuz P, Dagdeviren A, Eksioglu F, Ors U: Immunohistological analysis of normal and osteoarthritic human synovial tissue. Bull Hosp Jt Dis. 2005, 63: 63-69.
Adam SS, Key NS, Greenberg CS: D-dimer antigen: current concepts and future prospects. Blood. 2009, 113: 2878-2887. 10.1182/blood-2008-06-165845.
Iba T, Kidokoro A, Fukunaga M, Sugiyama K, Sawada T, Kato H: Association between the severity of sepsis and the changes in hemostatic molecular markers and vascular endothelial damage markers. Shock. 2005, 23: 25-29. 10.1097/01.shk.0000144422.32647.b6.
Ichikawa Y, Yamada C, Horiki T, Hoshina Y, Uchiyama M: Serum matrix metalloproteinase-3 and fibrin degradation product levels correlate with clinical disease activity in rheumatoid arthritis. Clin Exp Rheumatol. 1998, 16: 533-540.
Robson SC, Shephard EG, Kirsch RE: Fibrin degradation product D-dimer induces the synthesis and release of biologically active IL-1 beta, IL-6 and plasminogen activator inhibitors from monocytes in vitro. Br J Haematol. 1994, 86: 322-326.
van Venrooij WJ, van Beers JJ, Pruijn GJ: Anti-CCP antibodies: the past, the present and the future. Nat Rev Rheumatol. 2011, 7: 391-398. 10.1038/nrrheum.2011.76.
Mosesson MW: Fibrinogen gamma chain functions. J Thromb Haemost. 2003, 1: 231-238. 10.1046/j.1538-7836.2003.00063.x.
Gilliam BE, Reed MR, Chauhan AK, Dehlendorf AB, Moore TL: Evidence of fibrinogen as a target of citrullination in IgM rheumatoid factor-positive polyarticular juvenile idiopathic arthritis. Pediatr Rheumatol Online J. 2011, 9: 8-10.1186/1546-0096-9-8.
Quirke AM, Fisher BA, Kinloch AJ, Venables PJ: Citrullination of autoantigens: upstream of TNFα in the pathogenesis of rheumatoid arthritis. FEBS Lett. 2011, 585: 3681-3688. 10.1016/j.febslet.2011.06.006.
Bathon JM, Hwang JJ, Shin LH, Precht PA, Towns MC, Horton WE: Type VI collagen-specific messenger RNA is expressed constitutively by cultured human synovial fibroblasts and is suppressed by interleukin-1. Arthritis Rheum. 1994, 37: 1350-1356. 10.1002/art.1780370913.
Alexopoulos LG, Youn I, Bonaldo P, Guilak F: Developmental and osteoarthritic changes in Col6a1-knockout mice: biomechanics of type VI collagen in the cartilage pericellular matrix. Arthritis Rheum. 2009, 60: 771-779. 10.1002/art.24293.
Aidinis V, Carninci P, Armaka M, Witke W, Harokopos V, Pavelka N, Koczan D, Argyropoulos C, Thwin MM, Möller S, Waki K, Gopalakrishnakone P, Ricciardi-Castagnoli P, Thiesen HJ, Hayashizaki Y, Kollias G: Cytoskeletal rearrangements in synovial fibroblasts as a novel pathophysiological determinant of modeled rheumatoid arthritis. PLoS Genet. 2005, 1: e48-10.1371/journal.pgen.0010048.
Rhee SG, Chae HZ, Kim K: Peroxiredoxins: a historical overview and speculative preview of novel mechanisms and emerging concepts in cell signaling. Free Radic Biol Med. 2005, 38: 1543-1552. 10.1016/j.freeradbiomed.2005.02.026.
Szabó-Taylor KÉ, Eggleton P, Turner CA, Faro ML, Tarr JM, Tóth S, Whiteman M, Haigh RC, Littlechild JA, Winyard PG: Lymphocytes from rheumatoid arthritis patients have elevated levels of intracellular peroxiredoxin 2, and a greater frequency of cells with exofacial peroxiredoxin 2, compared with healthy human lymphocytes. Int J Biochem Cell Biol. 2012, 44: 1223-1231. 10.1016/j.biocel.2012.04.016.
Karasawa R, Ozaki S, Nishioka K, Kato T: Autoantibodies to peroxiredoxin I and IV in patients with systemic autoimmune diseases. Microbiol Immunol. 2005, 49: 57-65. 10.1111/j.1348-0421.2005.tb03640.x.
Gerlag DM, Borges E, Tak PP, Ellerby HM, Bredesen DE, Pasqualini R, Ruoslahti E, Firestein GS: Suppression of murine collagen-induced arthritis by targeted apoptosis of synovial neovasculature. Arthritis Res. 2001, 3: 357-361. 10.1186/ar327.
DSG and MR would like to acknowledge the funding of this research by Arthritis Research UK in the form of a Project Grant (No. 18748). The UCD Conway Institute and the Proteome Research Centre are funded by the Programme for Research in Third Level Institutions, as administered by the Higher Education Authority of Ireland. SRP acknowledges support for equipment from Science Foundation Ireland.
The authors declare they have no competing interests.
SF and CS carried out the DIGE analysis. JLR performed the mass spectrometry. SF conducted the Western blot analyses and immunohistochemistry. CMcA collated all the patient demographic and clinical data. MR obtained consent from patients and collected tissue biopsies. DSG conceived the study and, along with SRP and MR, participated in its design and coordination. SF, MR and DSG wrote the manuscript. All authors read and approved the final manuscript.
Electronic supplementary material
Additional file 1: Table S1: Peptide ion validation data from collision ion dissociation (CID) MS/MS mass spectrometry which correspond with Table 2. Peptide position in the matched protein, observed mass (m/z) and amino acid sequence are listed for each protein match found. (XLSX 45 KB)
About this article
- Synovial Membrane
- Juvenile Idiopathic Arthritis
- Juvenile Idiopathic Arthritis Patient
- Polyarticular Juvenile Idiopathic Arthritis
- Oligoarticular Juvenile Idiopathic Arthritis