Molecular signatures and new candidates to target the pathogenesis of rheumatoid arthritis.

Rheumatoid arthritis (RA) is a chronic, inflammatory joint disease of unknown etiology and pronounced interpatient heterogeneity. To characterize RA at the molecular level and to uncover pathomechanisms, we performed genome-wide gene expression analysis. We identified a set of 1,054 genes significantly deregulated in pair-wise comparisons between RA and osteoarthritis (OA) patients, RA and normal donors (ND), or OA and ND. Correlation analysis revealed gene sets regulated identically in all three groups. As a prominent example secreted phosphoprotein 1 (SPP1) was identified to be significantly upregulated in RA compared with both OA and ND. SPP1 expression was found to correlate with genes expressed during an inflammatory response, T-cell activation and apoptosis, suggesting common underlying regulatory networks. A subclassification of RA patients was achieved on the basis of proteoglycan 4 (PRG4) expression, distinguishing PRG4 high and low expressors and reflecting the heterogeneity of the disease. In addition, we found that low PRG4 expression was associated with a more aggressive disease stage, which is in accordance with PRG4 loss-of-function mutations causing camptodactyly-arthropathy-coxa vara-pericarditis syndrome. Altogether we provide evidence for molecular signatures of RA and RA subclasses, sets of new candidate genes as well as for candidate gene networks, which extend our understanding of disease mechanisms and may lead to an improved diagnosis.

[1]  D. Gauguier,et al.  Genetic Influences on the End-Stage Effector Phase of Arthritis , 2001, The Journal of experimental medicine.

[2]  Takuma Kawakami,et al.  Characterization of histopathology and gene-expression profiles of synovitis in early rheumatoid arthritis using targeted biopsy specimens , 2005, Arthritis research & therapy.

[3]  W. Edwards,et al.  Diffuse calcification in human coronary arteries. Association of osteopontin with atherosclerosis. , 1994, The Journal of clinical investigation.

[4]  Y. Urade,et al.  Endogenous prostaglandin D2 synthesis reduces an increase in plasminogen activator inhibitor-1 following interleukin stimulation in bovine endothelial cells , 2002, Journal of hypertension.

[5]  U. Müller-Ladner,et al.  Identification of differentially expressed genes in rheumatoid arthritis by a combination of complementary DNA array and RNA arbitrarily primed-polymerase chain reaction. , 2002, Arthritis and rheumatism.

[6]  J. Wong,et al.  Long-term morbidity, mortality, and economics of rheumatoid arthritis. , 2001, Arthritis and rheumatism.

[7]  E. Pieterman,et al.  Discovery of distinctive gene expression profiles in rheumatoid synovium using cDNA microarray technology: evidence for the existence of multiple pathways of tissue destruction and repair , 2003, Genes and Immunity.

[8]  B. Bresnihan,et al.  Identification of Naf1/ABIN‐1 among TNF‐α‐induced expressed genes in human synoviocytes using oligonucleotide microarrays , 2003, FEBS letters.

[9]  Loss of Cartilage Structure, Stiffness, and Frictional Properties in Mice Lacking PRG4 , 2010, Arthritis and rheumatism.

[10]  David B Allison,et al.  Novel tumor necrosis factor alpha-regulated genes in rheumatoid arthritis. , 2004, Arthritis and rheumatism.

[11]  D. Kingsley,et al.  What do BMPs do in mammals? Clues from the mouse short-ear mutation. , 1994, Trends in genetics : TIG.

[12]  S. Schwartz,et al.  CACP, encoding a secreted proteoglycan, is mutated in camptodactyly-arthropathy-coxa vara-pericarditis syndrome , 1999, Nature Genetics.

[13]  大西 敏之 Distinct and overlapping patterns of localization of bone morphogenetic protein (BMP) family members and a BMP type II receptor during fracture healing in rats , 1999 .

[14]  Pia V Kasperkovitz,et al.  Genomics in the immune system. , 2004, Clinical immunology.

[15]  J. Pablos,et al.  Synoviocyte-Derived CXCL12 Is Displayed on Endothelium and Induces Angiogenesis in Rheumatoid Arthritis 1 , 2003, The Journal of Immunology.

[16]  J. Arthur,et al.  Selenium, selenoproteins and human health: a review , 2001, Public Health Nutrition.

[17]  T. Kipps,et al.  Fibroblast-like synoviocytes support B-cell pseudoemperipolesis via a stromal cell-derived factor-1- and CD106 (VCAM-1)-dependent mechanism. , 2001, The Journal of clinical investigation.

[18]  A. Prat,et al.  Precursor convertases in the secretory pathway, cytosol and extracellular milieu. , 2002, Essays in biochemistry.

[19]  S. Gabriel,et al.  Occurrence of extraarticular disease manifestations is associated with excess mortality in a community based cohort of patients with rheumatoid arthritis. , 2002, The Journal of rheumatology.

[20]  J. Lawler,et al.  Characterization of Human Thrombospondin-4 (*) , 1995, The Journal of Biological Chemistry.

[21]  M. Daveau,et al.  Early and long-standing rheumatoid arthritis: distinct molecular signatures identified by gene-expression profiling in synovia , 2009, Arthritis research & therapy.

[22]  G. Jay,et al.  Lubricin is a product of megakaryocyte stimulating factor gene expression by human synovial fibroblasts. , 2000, The Journal of rheumatology.

[23]  D. Constam,et al.  Regulation of Bone Morphogenetic Protein Activity by Pro Domains and Proprotein Convertases , 1999, The Journal of cell biology.

[24]  P. D. de Jong,et al.  Positional cloning of the combined hyperlipidemia gene Hyplip1 , 2002, Nature genetics.

[25]  M. Dougados,et al.  DNA microarray allows molecular profiling of rheumatoid arthritis and identification of pathophysiological targets , 2004, Genes and Immunity.

[26]  K. Takaoka,et al.  Transient and localized expression of bone morphogenetic protein 4 messenger RNA during fracture healing , 1994, Journal of bone and mineral research : the official journal of the American Society for Bone and Mineral Research.

[27]  J. Kaprio,et al.  Occurrence of rheumatoid arthritis in a nationwide series of twins. , 1986, The Journal of rheumatology.

[28]  P. Nilsson,et al.  Variability in synovial inflammation in rheumatoid arthritis investigated by microarray technology , 2006, Arthritis research & therapy.

[29]  I. Randen,et al.  The Identification of Germinal Centres and Follicular Dendritic Cell Networks in Rheumatoid Synovial Tissue , 1995, Scandinavian journal of immunology.

[30]  Hans Lehrach,et al.  A comparison of oligonucleotide and cDNA-based microarray systems. , 2004, Physiological genomics.

[31]  C Cadwell,et al.  A genome-scale assessment of peripheral blood B-cell molecular homeostasis in patients with rheumatoid arthritis. , 2006, Rheumatology.

[32]  S. Brunak,et al.  Blood cell gene expression profiling in rheumatoid arthritis. Discriminative genes and effect of rheumatoid factor. , 2004, Immunology letters.

[33]  M. Noda,et al.  Osteopontin deficiency protects joints against destruction in anti-type II collagen antibody-induced arthritis in mice , 2002, Proceedings of the National Academy of Sciences of the United States of America.

[34]  H. Nakamura,et al.  Redox Regulation of Stress Signals: Possible Roles of Dendritic Stellate TRX Producer Cells (DST Cell Types) , 2002, Biological chemistry.

[35]  A. Silman,et al.  Mortality in early inflammatory polyarthritis: cardiovascular mortality is increased in seropositive patients. , 2002, Arthritis and rheumatism.

[36]  K. Ahn,et al.  Tumor necrosis factor-alpha induces vascular endothelial growth factor-C expression in rheumatoid synoviocytes. , 2007, The Journal of rheumatology.

[37]  P. Chomczyński,et al.  Single-step method of RNA isolation by acid guanidinium thiocyanate-phenol-chloroform extraction. , 1987, Analytical biochemistry.

[38]  Hideki Yoshikawa,et al.  Bone Morphogenetic Protein Signals Are Required for Cartilage Formation and Differently Regulate Joint Development During Skeletogenesis , 2002, Journal of bone and mineral research : the official journal of the American Society for Bone and Mineral Research.

[39]  G. Firestein,et al.  Rheumatoid arthritis: regulation of synovial inflammation. , 2004, The international journal of biochemistry & cell biology.

[40]  Brad T. Sherman,et al.  DAVID: Database for Annotation, Visualization, and Integrated Discovery , 2003, Genome Biology.

[41]  M. Odeh,et al.  Role of cytokines in rheumatoid arthritis. , 1998, Drug news & perspectives.

[42]  Samuel S. Wu,et al.  A statistical method for flagging weak spots improves normalization and ratio estimates in microarrays. , 2001, Physiological genomics.

[43]  D. Pisetsky,et al.  DNA microarrays: boundless technology or bound by technology? Guidelines for studies using microarray technology. , 2002, Arthritis and rheumatism.

[44]  Joakim Lundeberg,et al.  Effect of infliximab on mRNA expression profiles in synovial tissue of rheumatoid arthritis patients , 2006, Arthritis research & therapy.

[45]  Partha S. Vasisht Computational Analysis of Microarray Data , 2003 .

[46]  S. Momohara,et al.  Molecular aspects of rheumatoid arthritis: chemokines in the joints of patients , 2008, The FEBS journal.

[47]  H. Tsuda,et al.  Prostaglandin D2 and Reproduction , 2002, American journal of reproductive immunology.

[48]  P. Tak,et al.  Fibroblast-like synoviocytes derived from patients with rheumatoid arthritis show the imprint of synovial tissue heterogeneity: evidence of a link between an increased myofibroblast-like phenotype and high-inflammation synovitis. , 2005, Arthritis and rheumatism.

[49]  D. Denhardt,et al.  Osteopontin: role in immune regulation and stress responses. , 2011, Cytokine & growth factor reviews.

[50]  F. Cipollone,et al.  Balance Between PGD Synthase and PGE Synthase Is a Major Determinant of Atherosclerotic Plaque Instability in Humans , 2004, Arteriosclerosis, thrombosis, and vascular biology.

[51]  B. Jordan How consistent are expression chip platforms? , 2004, BioEssays : news and reviews in molecular, cellular and developmental biology.

[52]  Y. Saeki,et al.  Osteopontin as a positive regulator in the osteoclastogenesis of arthritis. , 2004, Biochemical and biophysical research communications.

[53]  Kaleb Michaud,et al.  Epidemiological studies in incidence, prevalence, mortality, and comorbidity of the rheumatic diseases , 2009, Arthritis research & therapy.

[54]  P. Stiehl,et al.  Strong LFA-1 and VCAM-1 expression in histological type II of rheumatoid arthritis. , 2002, Cellular and molecular biology.

[55]  G. Burmester,et al.  The immunologic homunculus in rheumatoid arthritis. , 1999, Arthritis and rheumatism.

[56]  G. Firestein,et al.  Modulation of fibroblast-mediated cartilage degradation by articular chondrocytes in rheumatoid arthritis. , 2000, Arthritis and rheumatism.

[57]  Ash A. Alizadeh,et al.  Rheumatoid arthritis is a heterogeneous disease: evidence for differences in the activation of the STAT-1 pathway between rheumatoid tissues. , 2003, Arthritis and rheumatism.

[58]  R. Phipps,et al.  Prostaglandins as modulators of immunity. , 2002, Trends in immunology.

[59]  I Petersen,et al.  Grading of chronic synovitis--a histopathological grading system for molecular and diagnostic pathology. , 2002, Pathology, research and practice.

[60]  G. Firestein Evolving concepts of rheumatoid arthritis , 2003, Nature.

[61]  Carole L Yauk,et al.  Comprehensive comparison of six microarray technologies. , 2004, Nucleic acids research.

[62]  C. Werning [Rheumatoid arthritis]. , 1983, Medizinische Monatsschrift fur Pharmazeuten.

[63]  Y. Saeki,et al.  Enhanced local production of osteopontin in rheumatoid joints. , 2002, The Journal of rheumatology.

[64]  Douglas A. Hosack,et al.  Identifying biological themes within lists of genes with EASE , 2003, Genome Biology.

[65]  M. Glimcher,et al.  Eta-1 (osteopontin): an early component of type-1 (cell-mediated) immunity. , 2000, Science.

[66]  W. Wei,et al.  Highly regulated expression of subtilisin-like proprotein convertase PACE4 (SPC4) during dentinogenesis. , 2000, Biochemical and biophysical research communications.

[67]  H. Um,et al.  Vitamin D3 Up-Regulated Protein 1 Mediates Oxidative Stress Via Suppressing the Thioredoxin Function1 , 2000, The Journal of Immunology.

[68]  M. Ratajczak,et al.  CXCR4–SDF-1 Signalling, Locomotion, Chemotaxis and Adhesion , 2003, Journal of Molecular Histology.

[69]  R. W. Davis,et al.  Discovery and analysis of inflammatory disease-related genes using cDNA microarrays. , 1997, Proceedings of the National Academy of Sciences of the United States of America.

[70]  Z. Ryoo,et al.  Metallothionein suppresses collagen‐induced arthritis via induction of TGF‐β and down‐regulation of proinflammatory mediators , 2002, Clinical and experimental immunology.

[71]  G. Jay,et al.  Lubricating ability of aspirated synovial fluid from emergency department patients with knee joint synovitis. , 2004, The Journal of rheumatology.

[72]  R. Tibshirani,et al.  Significance analysis of microarrays applied to the ionizing radiation response , 2001, Proceedings of the National Academy of Sciences of the United States of America.

[73]  Aaron P. Campbell,et al.  Suppression subtractive hybridization: a method for generating differentially regulated or tissue-specific cDNA probes and libraries. , 1996, Proceedings of the National Academy of Sciences of the United States of America.

[74]  A. O’Regan,et al.  Osteopontin: a key cytokine in cell‐mediated and granulomatous inflammation , 2000, International journal of experimental pathology.

[75]  David B. Allison,et al.  Novel tumor necrosis factor α-regulated genes in rheumatoid arthritis , 2004 .

[76]  P. Gregersen,et al.  Peripheral blood gene expression profiling in rheumatoid arthritis , 2005, Genes and Immunity.

[77]  K. Song,et al.  VDUP1 is required for the development of natural killer cells. , 2005, Immunity.

[78]  John Quackenbush,et al.  Computational genetics: Computational analysis of microarray data , 2001, Nature Reviews Genetics.

[79]  E. Topol,et al.  Thrombospondin-4 and Its Variants: Expression and Differential Effects on Endothelial Cells , 2003, Circulation.