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1.
J Clin Oncol ; 42(18): 2207-2218, 2024 Jun 20.
Article in English | MEDLINE | ID: mdl-38484206

ABSTRACT

PURPOSE: Immunoscore (IS) is prognostic in stage III colorectal cancer (CRC) and may predict benefit of duration (6 v 3 months) of adjuvant infusional fluorouracil, leucovorin, and oxaliplatin (FOLFOX) chemotherapy. We sought to determine IS prognostic and predictive value in stage-III CRC treated with adjuvant FOLFOX or oral capecitabine and infusional oxaliplatin (CAPOX) in the SCOT and IDEA-HORG trials. METHODS: Three thousand sixty-one cases had tumor samples, of which 2,643 (1,792 CAPOX) were eligible for IS testing. Predefined cutoffs (IS-Low and IS-High) were used to classify cases into two groups for analysis of disease-free survival (3-year DFS) and multivariable-adjusted hazard ratios (mvHRs) by Cox regression. RESULTS: IS was determined in 2,608 (99.5%) eligible cases, with 877 (33.7%) samples classified as IS-Low. IS-Low tumors were more commonly high-risk (T4 and/or N2; 52.9% IS-Low v 42.2% IS-High; P < .001) and in younger patients (P = .024). Patients with IS-Low tumors had significantly shorter DFS in the CAPOX, FOLFOX, and combined cohorts (mvHR, 1.52 [95% CI, 1.28 to 1.82]; mvHR, 1.58 [95% CI, 1.22 to 2.04]; and mvHR, 1.55 [95% CI, 1.34 to 1.79], respectively; P < .001 all comparisons), regardless of sex, BMI, clinical risk group, tumor location, treatment duration, or chemotherapy regimen. IS prognostic value was greater in younger (≤65 years) than older (>65 years) patients in the CAPOX cohort (mvHR, 1.92 [95% CI, 1.50 to 2.46] v 1.28 [95% CI, 1.01 to 1.63], PINTERACTION = .026), and in DNA mismatch repair proficient than deficient mismatch repair disease (mvHR, 1.68 [95% CI, 1.41 to 2.00] v 0.67 [95% CI, 0.30 to 1.49], PINTERACTION = .03), although these exploratory analyses were uncorrected for multiple testing. Adding IS to a model containing all clinical variables significantly improved prediction of DFS (likelihood ratio test, P < .001) regardless of MMR status. CONCLUSION: IS is prognostic in stage III CRC treated with FOLFOX or CAPOX, including within clinically relevant tumor subgroups. Possible variation in IS prognostic value by age and MMR status, and prediction of benefit from extended adjuvant therapy merit validation.


Subject(s)
Antineoplastic Combined Chemotherapy Protocols , Colorectal Neoplasms , Fluorouracil , Leucovorin , Neoplasm Staging , Organoplatinum Compounds , Humans , Colorectal Neoplasms/drug therapy , Colorectal Neoplasms/pathology , Colorectal Neoplasms/mortality , Colorectal Neoplasms/immunology , Female , Male , Middle Aged , Leucovorin/therapeutic use , Leucovorin/administration & dosage , Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Aged , Fluorouracil/administration & dosage , Fluorouracil/therapeutic use , Organoplatinum Compounds/therapeutic use , Organoplatinum Compounds/administration & dosage , Prognosis , Capecitabine/administration & dosage , Capecitabine/therapeutic use , Predictive Value of Tests , Disease-Free Survival , Oxaliplatin/therapeutic use , Oxaliplatin/administration & dosage , Adult , Chemotherapy, Adjuvant , Deoxycytidine/analogs & derivatives , Deoxycytidine/therapeutic use , Deoxycytidine/administration & dosage
2.
Front Immunol ; 13: 840035, 2022.
Article in English | MEDLINE | ID: mdl-35432329

ABSTRACT

The critical immunological event in rheumatoid arthritis (RA) is the production of antibodies to citrullinated proteins (ACPAs), ie proteins on which arginines have been transformed into citrullines by peptidyl arginine deiminases (PAD). In C3H mice, immunization with PAD4 triggers the production of ACPAs. Here, we developed a peptide array to analyze the fine specificity of anti-citrullinated peptide antibodies and used it to characterize the ACPA response after hPAD4 immunization in mice expressing different H-2 haplotypes. Sera from C3H, DBA/2, BALB/c and C57BL/6 mice immunized with human PAD4 (hPAD4) or control-matched mice immunized with phosphate buffered saline (PBS) were used to screen peptide arrays containing 169 peptides from collagen, filaggrin, EBNA, proteoglycan, enolase, alpha and beta fibrinogen, histon and vimentin. Human PAD4 immunization induced antibodies directed against numerous citrullinated peptides from fibrinogen, histon 4 and vimentin. Most peptides were recognized under their arginine and citrullinated forms. DBA/2 and BALB/c mice (H-2d) had the lowest anti-citrullinated peptide IgG responses. C3H (H-2k) and BL6 mice (H-2b) had the highest anti-citrullinated peptide IgG responses. The newly developed peptide array allows us to characterize the ACPA production after hPAD4 immunization in mice on the H-2d, H-2k or H-2b backgrounds. This sensitive tool will be useful for further studies on mice for prevention of ACPA production by PAD tolerization.


Subject(s)
Anti-Citrullinated Protein Antibodies , Autoantibodies , Protein-Arginine Deiminase Type 4/immunology , Animals , Arginine , Fibrinogen/metabolism , Immunization , Immunoglobulin G , Mice , Mice, Inbred C3H , Mice, Inbred C57BL , Mice, Inbred DBA , Peptides , Vimentin
3.
Cancers (Basel) ; 14(5)2022 Feb 24.
Article in English | MEDLINE | ID: mdl-35267475

ABSTRACT

Adjunction of immune response into the TNM classification system improves the prediction of colon cancer (CC) prognosis. However, immune response measurements have not been used as robust biomarkers of pathology in clinical practice until the introduction of Immunoscore (IS), a standardized assay based on automated artificial intelligence assisted digital pathology. The strong prognostic impact of the immune response, as assessed by IS, has been widely validated and IS can help to refine treatment decision making in early CC. In this study, we compared pathologist visual scoring to IS. Four pathologists evaluated tumor specimens from 50 early-stage CC patients and classified the CD3+ and CD8+ T-cell densities at the tumor site (T-score) into 2 (High/Low) categories. Individual and overall pathologist scoring of immune response (before and after training for immune response assessment) were compared to the reference IS (High/Low). Pathologists' disagreement with the reference IS was observed in almost half of the cases (48%) and training only slightly improved the accuracy of pathologists' classification. Agreement among pathologists was minimal with a Kappa of 0.34 and 0.57 before and after training, respectively. The standardized IS assay outperformed expert pathologist assessment in the clinical setting.

4.
Arthritis Rheumatol ; 72(6): 903-911, 2020 06.
Article in English | MEDLINE | ID: mdl-31820586

ABSTRACT

OBJECTIVE: The presence of autoantibodies to citrullinated proteins (ACPAs) often precedes the development of rheumatoid arthritis (RA). Citrullines are arginine residues that have been modified by peptidylarginine deiminases (PADs). PAD4 is the target of autoantibodies in RA. ACPAs could arise because PAD4 is recognized by T cells, which facilitate the production of autoantibodies to proteins bound by PAD4. We previously found evidence for this hapten-carrier model in mice. This study was undertaken to investigate whether there is evidence for this model in humans. METHODS: We analyzed antibody response to PAD4 and T cell proliferation in response to PAD4 in 41 RA patients and 36 controls. We tested binding of 65 PAD4 peptides to 5 HLA-DR alleles (DRB1*04:01, *04:02, *04:04, *01:01, and *07:01) and selected 11 PAD4 peptides for proliferation studies using samples from 22 RA patients and 27 controls. Peripheral blood lymphocytes from an additional 10 RA patients and 7 healthy controls were analyzed by flow cytometry for CD3, CD4, CD154, and tumor necrosis factor expression after PAD4 stimulation. RESULTS: Only patients with RA had both antibodies and T cell responses to PAD4. T cell response to peptide 8, a PAD4 peptide, was associated with RA (P = 0.02), anti-PAD4 antibodies (P = 0.057), and the shared epitope (P = 0.05). CONCLUSION: ACPA immunity is associated with antibodies to PAD4 and T cell responses to PAD4 and PAD4 peptides. These findings are consistent with a hapten-carrier model in which PAD4 is the carrier and citrullinated proteins are the haptens.


Subject(s)
Anti-Citrullinated Protein Antibodies/immunology , Arthritis, Rheumatoid/immunology , Autoantibodies/immunology , Haptens/immunology , Protein-Arginine Deiminases/immunology , Alleles , Anti-Citrullinated Protein Antibodies/blood , Arthritis, Rheumatoid/blood , Autoantibodies/blood , Autoimmunity/immunology , Cell Proliferation , HLA-DR Antigens/immunology , Humans , Protein-Arginine Deiminase Type 4/immunology , T-Lymphocytes/immunology
5.
Sci Rep ; 9(1): 12880, 2019 09 09.
Article in English | MEDLINE | ID: mdl-31501466

ABSTRACT

The X chromosome, hemizygous in males, contains numerous genes important to immunological and hormonal function. Alterations in X-linked gene dosage are suspected to contribute to female predominance in autoimmunity. A powerful example of X-linked dosage involvement comes from the BXSB murine lupus model, where the duplication of the X-linked Toll-Like Receptor 7 (Tlr7) gene aggravates autoimmunity in male mice. Such alterations are possible in men with autoimmune diseases. Here we showed that a quarter to a third of men with rheumatoid arthritis (RA) had significantly increased copy numbers (CN) of TLR7 gene and its paralog TLR8. Patients with high CN had an upregulated pro-inflammatory JNK/p38 signaling pathway. By fluorescence in situ hybridization, we further demonstrated that the increase in X-linked genes CN was due to the presence of an extra X chromosome in some cells. Men with RA had a significant cellular mosaicism of female (46,XX) and/or Klinefelter (47,XXY) cells among male (46,XY) cells, reaching up to 1.4% in peripheral blood. Our results present a new potential trigger for RA in men and opens a new field of investigation particularly relevant for gender-biased autoimmune diseases.


Subject(s)
Arthritis, Rheumatoid/blood , Arthritis, Rheumatoid/genetics , Gene Dosage , Mosaicism , Toll-Like Receptor 7/genetics , Toll-Like Receptor 8/genetics , Arthritis, Rheumatoid/metabolism , Arthritis, Rheumatoid/pathology , Case-Control Studies , Chromosomes, Human, X/genetics , Chromosomes, Human, Y/genetics , Humans , Male , RNA, Messenger/genetics , Signal Transduction , Toll-Like Receptor 7/metabolism , Toll-Like Receptor 8/metabolism
6.
Proc Natl Acad Sci U S A ; 114(47): E10169-E10177, 2017 11 21.
Article in English | MEDLINE | ID: mdl-29109281

ABSTRACT

Autoantibodies to citrullinated proteins (ACPAs) are present in two-thirds of patients with rheumatoid arthritis (RA). ACPAs are produced in the absence of identified T cell responses for each citrullinated protein. Peptidyl arginine deiminase 4 (PAD4), which binds proteins and citrullinates them, is the target of autoantibodies in early RA. This suggests a model for the emergence of ACPAs in the absence of detectable T cells specific for citrullinated antigens: ACPAs could arise because PADs are recognized by T cells, which help the production of autoantibodies to proteins bound by PADs, according to a "hapten/carrier" model. Here, we tested this model in normal mice. C3H are healthy mice whose IEßk chain is highly homologous to the ß1 chain HLA-DRB1*04:01, the allele most strongly associated with RA in humans. C3H mice immunized with PADs developed antibodies and T cells to PAD and IgG antibodies to citrullinated fibrinogen peptides, in the absence of a T cell response to fibrinogen. To analyze the MHC background effect on hapten/carrier immunization, we immunized DBA/2 mice (whose IEßd chain is similar to that of HLA-DRB1*04:02, an HLA-DR4 subtype not associated with RA). DBA/2 mice failed to develop antibodies to citrullinated fibrinogen peptides. Thus, T cell immunization to PAD proteins may trigger ACPAs through a hapten/carrier mechanism. This may constitute the basis for a new mouse model of ACPA-positive RA.


Subject(s)
Arthritis, Rheumatoid/immunology , Autoantibodies/immunology , Autoantigens/immunology , Citrullination/immunology , Protein-Arginine Deiminases/immunology , Animals , Citrulline/metabolism , Disease Models, Animal , Fibrinogen/immunology , Fibrinogen/metabolism , Haptens/immunology , Humans , Immunization/methods , Major Histocompatibility Complex/immunology , Mice , Mice, Inbred C3H , Mice, Inbred DBA , T-Lymphocytes/immunology
7.
PLoS One ; 11(9): e0160283, 2016.
Article in English | MEDLINE | ID: mdl-27617966

ABSTRACT

In a pilot ProtoArray analysis, we identified 6 proteins out of 9483 recognized by autoantibodies (AAb) from patients with systemic sclerosis (SSc). We further investigated the 6 candidates by ELISA on hundreds of controls and patients, including patients with Systemic Lupus Erythematosus (SLE), known for high sera reactivity and overlapping AAb with SSc. Only 2 of the 6 candidates, Ephrin type-B receptor 2 (EphB2) and Three prime Histone mRNA EXonuclease 1 (THEX1), remained significantly recognized by sera samples from SSc compared to controls (healthy or with rheumatic diseases) with, respectively, 34% versus 14% (P = 2.10-4) and 60% versus 28% (P = 3.10-8). Above all, EphB2 and THEX1 revealed to be mainly recognized by SLE sera samples with respectively 56%, (P = 2.10-10) and 82% (P = 5.10-13). As anti-EphB2 and anti-THEX1 AAb were found in both diseases, an epitope mapping was realized on each protein to refine SSc and SLE diagnosis. A 15-mer peptide from EphB2 allowed to identify 35% of SLE sera samples (N = 48) versus only 5% of any other sera samples (N = 157), including SSc sera samples. AAb titers were significantly higher in SLE sera (P<0.0001) and correlated with disease activity (p<0.02). We could not find an epitope on EphB2 protein for SSc neither on THEX1 for SSc or SLE. We showed that patients with SSc or SLE have AAb against EphB2, a protein involved in angiogenesis, and THEX1, a 3'-5' exoribonuclease involved in histone mRNA degradation. We have further identified a peptide from EphB2 as a specific and sensitive tool for SLE diagnosis.


Subject(s)
Autoantibodies/blood , Exoribonucleases/immunology , Lupus Erythematosus, Systemic/immunology , Receptor, EphB2/immunology , Scleroderma, Systemic/immunology , Enzyme-Linked Immunosorbent Assay , Epitope Mapping , Female , Humans , Lupus Erythematosus, Systemic/diagnosis , Male , Middle Aged , Sensitivity and Specificity
8.
PLoS One ; 11(6): e0158550, 2016.
Article in English | MEDLINE | ID: mdl-27355582

ABSTRACT

BACKGROUND: Autoimmune diseases, including rheumatoid arthritis (RA) and systemic sclerosis (SSc) are characterized by a strong genetic susceptibility from the Human Leucocyte Antigen (HLA) locus. Additionally, disorders of epigenetic processes, in particular non-random X chromosome inactivation (XCI), have been reported in many female-predominant autoimmune diseases. Here we test the hypothesis that women with RA or SSc who are strongly genetically predisposed are less susceptible to XCI bias. METHODS: Using methylation sensitive genotyping of the androgen receptor (AR) gene, XCI profiles were performed in peripheral blood mononuclear cells from 161 women with RA, 96 women with SSc and 100 healthy women. HLA-DRB1 and DQB1 were genotyped. Presence of specific autoantibodies was documented for patients. XCI skewing was defined as having a ratio ≥ 80:20 of cells inactivating the same X chromosome. RESULTS: 110 women with RA, 68 women with SSc, and 69 controls were informative for the AR polymorphism. Among them 40.9% of RA patients and 36.8% of SSc patients had skewed XCI compared to 17.4% of healthy women (P = 0.002 and 0.018, respectively). Presence of RA-susceptibility alleles coding for the "shared epitope" correlated with higher skewing among RA patients (P = 0.002) and such correlation was not observed in other women, healthy or with SSc. Presence of SSc-susceptibility alleles did not correlate with XCI patterns among SSc patients. CONCLUSION: Data demonstrate XCI skewing in both RA and SSc compared to healthy women. Unexpectedly, skewed XCI occurs more often in women with RA carrying the shared epitope, which usually reflects severe disease. This reinforces the view that loss of mosaicism in peripheral blood may be a consequence of chronic autoimmunity.


Subject(s)
Arthritis, Rheumatoid/genetics , HLA Antigens , Scleroderma, Systemic/genetics , X Chromosome Inactivation , Adult , Aged , Autoantibodies/blood , Case-Control Studies , DNA Methylation , Epigenesis, Genetic , Female , Genetic Predisposition to Disease , Genotype , HLA-DQ beta-Chains/genetics , HLA-DRB1 Chains/genetics , Humans , Leukocytes, Mononuclear/cytology , Middle Aged , Receptors, Androgen/genetics
9.
Arthritis Rheumatol ; 68(6): 1377-83, 2016 06.
Article in English | MEDLINE | ID: mdl-26814611

ABSTRACT

OBJECTIVE: Rheumatoid arthritis (RA)-associated autoantibodies include those directed at the kinase site of BRAF (v-Raf murine sarcoma viral oncogene homolog B1), a serine-threonine kinase involved in the MAPK signaling pathway. To understand anti-BRAF immunization, we sought to identify BRAF mutations in the peripheral blood lymphocytes (PBLs) of patients with RA. METHODS: We first cloned the major BRAF region known for mutations in the pCR2.1 vector, using genomic DNA from the PBLs of 8 RA patients. For each patient, 100 clones were sequenced. In 5 of 8 patients, we detected a new BRAF mutation in 1 clone. The frequency of this new mutation was evaluated by droplet digital polymerase chain reaction in PBLs from RA patients and controls. To test whether p.Val600Ala influences the kinase activity of BRAF, we developed an in vitro assay based on phosphorylation of MEK-1, a major BRAF substrate. RESULTS: A BRAF mutation, p.Val600Ala, was identified in 1 of 8,000 PBLs and 1 of 6,000 T lymphocytes from RA patients and in 1 of 12,500 PBLs and 1 of 12,500 T lymphocytes from controls. The BRAF p.Val600Ala mutation was not correlated with the presence of anti-BRAF autoantibodies. The p.Val600Ala mutation activated phosphorylation of MEK-1 in vitro. CONCLUSION: Most RA patients have a p.Val600Ala mutation in the BRAF gene. This mutation activates the kinase activity of BRAF. The p.Val600Ala mutation could activate the MAPK pathway, leading to the activation of T lymphocytes.


Subject(s)
Arthritis, Rheumatoid/genetics , Mutation , Proto-Oncogene Proteins B-raf/genetics , Adult , Female , Humans , Lymphocytes , Male , Middle Aged
10.
Oncoimmunology ; 4(2): e974959, 2015 Feb.
Article in English | MEDLINE | ID: mdl-25949872

ABSTRACT

Tumors with reduced expression of MHC class I (MHC-I) molecules may be unrecognized by tumor antigen-specific CD8+ T cells and thus constitute a challenge for cancer immunotherapy. Here we monitored development of autochthonous melanomas in TiRP mice that develop tumors expressing a known tumor antigen as well as a red fluorescent protein (RFP) reporter knock in gene. The latter permits non-invasive monitoring of tumor growth by biofluorescence. One developing melanoma was deficient in cell surface expression of MHC-I, but MHC-I expression could be rescued by exposure of these cells to IFNγ. We show that CD8+ T cells specific for tumor antigen/MHC-I were efficient at inducing regression of the MHC-I-deficient melanoma, provided that the T cells were endowed with properties permitting their migration into the tumor and their efficient production of IFNγ. This was the case for CD8+ T cells transfected to express an active form of STAT5 (STAT5CA). The amount of IFNγ produced ex vivo from T cells present in tumors after adoptive transfer of the CD8+ T cells was correlated with an increase in surface expression of MHC-I molecules by the tumor cells. We also show that these CD8+ T cells expressed PD-1 and upregulated its ligand PDL-1 on melanoma cells within the tumor. Despite upregulation of this immunosuppressive pathway, efficient IFNγ production in the melanoma microenvironment was found associated with resistance of STAT5CA-expressing CD8+ T cells to inhibition both by PD-1/PDL-1 engagement and by TGFß1, two main immune regulatory mechanisms hampering the efficiency of immunotherapy in patients.

11.
J Immunol ; 191(7): 3712-24, 2013 Oct 01.
Article in English | MEDLINE | ID: mdl-24006458

ABSTRACT

In adoptive therapy, CD8 T cells expressing active STAT5 (STAT5CA) transcription factors were found to be superior to unmanipulated counterparts in long-term persistence, capacity to infiltrate autochthonous mouse melanomas, thrive in their microenvironment, and induce their regression. However, the molecular mechanisms sustaining these properties were undefined. In this study, we report that STAT5CA induced sustained expression of genes controlling tissue homing, cytolytic granule composition, type 1 CD8 cytotoxic T cell-associated effector molecules granzyme B(+), IFN-γ(+), TNF-α(+), and CCL3(+), but not IL-2, and transcription factors T-bet and eomesodermin (Eomes). Chromatin immunoprecipitation sequencing analyses identified the genes possessing regulatory regions to which STAT5 bound in long-term in vivo maintained STAT5CA-expressing CD8 T cells. This analysis identified 34% of the genes differentially expressed between STAT5CA-expressing and nonexpressing effector T cells as direct STAT5CA target genes, including those encoding T-bet, Eomes, and granzyme B. Additionally, genes encoding the IL-6R and TGFbRII subunits were stably repressed, resulting in dampened IL-17-producing CD8 T cell polarization in response to IL-6 and TGF-ß1. The absence of T-bet did not affect STAT5CA-driven accumulation of the T cells in tissue or their granzyme B expression but restored IL-2 secretion and IL-6R and TGFbRII expression and signaling, as illustrated by IL-17 induction. Therefore, concerted STAT5/T-bet/Eomes regulation controls homing, long-term maintenance, recall responses, and resistance to polarization towards IL-17-producing CD8 T cells while maintaining expression of an efficient type 1 CD8 cytotoxic T cell program (granzyme B(+), IFN-γ(+)).


Subject(s)
CD8-Positive T-Lymphocytes/immunology , CD8-Positive T-Lymphocytes/metabolism , Interleukin-6/metabolism , STAT5 Transcription Factor/metabolism , T-Box Domain Proteins/genetics , Transforming Growth Factor beta1/metabolism , Animals , CD8-Positive T-Lymphocytes/cytology , Cell Differentiation/genetics , Cell Differentiation/immunology , Cell Line, Tumor , Chromatin Immunoprecipitation , Gene Expression Regulation , High-Throughput Nucleotide Sequencing , Interleukin-17/metabolism , Mice , Mice, Transgenic , Receptors, Cytokine/genetics , Receptors, Cytokine/metabolism , STAT5 Transcription Factor/genetics , Signal Transduction , T-Box Domain Proteins/deficiency , T-Lymphocyte Subsets/cytology , T-Lymphocyte Subsets/immunology , T-Lymphocyte Subsets/metabolism , T-Lymphocytes, Cytotoxic/cytology , T-Lymphocytes, Cytotoxic/immunology , T-Lymphocytes, Cytotoxic/metabolism , Transcription, Genetic
12.
Arthritis Res Ther ; 15(4): R78, 2013 Jul 25.
Article in English | MEDLINE | ID: mdl-23886014

ABSTRACT

INTRODUCTION: Rheumatoid arthritis (RA) is a chronic inflammatory joint disease causing articular cartilage and bone destruction. Since irreversible joint destruction can be prevented by intervention at the early stages of disease, early diagnosis of RA is important. In this study, we identified new autoantibodies in the sera of patients with early (less than one year) RA. METHODS: We screened the sera of 20 RA patients with disease duration less than one year, 19 RA patients with disease duration more than five years and 23 controls on 8,268 human protein arrays. We confirmed the validity of protein array detection by ELISA assays. We then performed epitope mapping with overlapping 15-mers to analyze RA sera reactivity. RESULTS: WIBG (within BGCN homolog (Drosophila)), GABARAPL2 (GABA(A) receptor associated protein like 2) and ZNF706 (zinc finger protein 706) proteins are preferentially recognized by autoantibodies from early RA patients. Of interest, autoantibodies to WIBG are very specific for early RA. Indeed, 33% of early RA patients' sera recognize WIBG versus 5% of RA patients with disease duration more than 5 years and 2% of controls. We identified three linear peptides on WIBG GABARAPL2 and ZNF706 that are preferentially recognized by sera of early RA patients. CONCLUSIONS: We identified new autoantibodies associated with RA with disease duration less than one year. These autoantibodies could be used as diagnosis markers in RA patients.


Subject(s)
Arthritis, Rheumatoid/diagnosis , Arthritis, Rheumatoid/immunology , Autoantibodies/blood , Biomarkers/blood , Adult , Arthritis, Rheumatoid/blood , Autoantibodies/immunology , Autoantigens/immunology , Enzyme-Linked Immunosorbent Assay , Epitope Mapping , Female , Humans , Male , Middle Aged , Protein Array Analysis
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