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1.
Epigenomics ; 9(4): 419-428, 2017 04.
Article in English | MEDLINE | ID: mdl-27885849

ABSTRACT

AIM: A proof-of-concept study to explore whether DNA methylation at first diagnosis is associated with response to disease-modifying antirheumatic drugs (DMARDs) in patients with early rheumatoid arthritis (RA). PATIENTS & METHODS: DNA methylation was quantified in T-lymphocytes from 46 treatment-naive patients using HumanMethylation450 BeadChips. Treatment response was determined in 6 months using the European League Against Rheumatism (EULAR) response criteria. RESULTS: Initial filtering identified 21 cytosine-phosphate-guanines (CpGs) that were differentially methylated between responders and nonresponders. After conservative adjustment for multiple testing, six sites remained statistically significant, of which four showed high sensitivity and/or specificity (≥75%) for response to treatment. Moreover, methylation at two sites in combination was the strongest factor associated with response (80.0% sensitivity, 90.9% specificity, AUC 0.85). CONCLUSION: DNA methylation at diagnosis is associated with disease-modifying antirheumatic drug treatment response in early RA.


Subject(s)
Antirheumatic Agents/administration & dosage , Arthritis, Rheumatoid/diagnosis , Arthritis, Rheumatoid/drug therapy , DNA Methylation , Aged , Antirheumatic Agents/therapeutic use , Arthritis, Rheumatoid/genetics , CpG Islands , Epigenesis, Genetic , Epigenomics/methods , Female , Humans , Male , Middle Aged , Prospective Studies , Treatment Outcome
2.
Epigenomics ; 8(2): 209-24, 2016 Feb.
Article in English | MEDLINE | ID: mdl-26556652

ABSTRACT

AIM: Although aberrant DNA methylation has been described in rheumatoid arthritis (RA), no studies have interrogated this epigenetic modification in early disease. Following recent investigations of T and B lymphocytes in established disease, we now characterize in these cell populations genome-wide DNA methylation in treatment-naive patients with early RA. PATIENTS & METHODS: HumanMethylation450 BeadChips were used to examine genome-wide DNA methylation in lymphocyte populations from 23 early RA patients and 11 healthy individuals. RESULTS: Approximately 2000 CpGs in each cell type were differentially methylated in early RA. Clustering analysis identified a novel methylation signature in each cell type (150 sites in T lymphocytes, 113 sites in B lymphocytes) that clustered all patients separately from controls. A subset of sites differentially methylated in early RA displayed similar changes in established disease. CONCLUSION: Treatment-naive early RA patients display novel disease-specific DNA methylation aberrations, supporting a potential role for these changes in the development of RA.


Subject(s)
Arthritis, Rheumatoid/genetics , B-Lymphocytes/metabolism , DNA Methylation , Gene Expression Profiling , Genome-Wide Association Study , T-Lymphocytes/metabolism , Adult , Aged , B-Lymphocytes/immunology , Cluster Analysis , CpG Islands , Epigenesis, Genetic , Female , Gene Expression Regulation , Humans , Male , Middle Aged , Reproducibility of Results , Sequence Analysis, DNA , T-Lymphocytes/immunology
3.
Epigenomics ; 7(4): 539-51, 2015.
Article in English | MEDLINE | ID: mdl-26111028

ABSTRACT

AIM: Alterations in DNA methylation contribute to the abnormal phenotype of fibroblast-like synoviocytes (FLS) from patients with rheumatoid arthritis (RA). We profiled genome-wide DNA methylation in these cells from synovial fluid, a more readily accessible source of disease-associated cells. PATIENTS & METHODS: Genome-wide DNA methylation was interrogated in fluid-derived FLS from five RA and six osteoarthritis patients using Human Methylation 450 Bead Chip and bisulfite pyrosequencing. RESULTS: Array analysis identified 328 CpGs, representing 195 genes, that were differentially methylated between RA and osteoarthritis fluid-derived FLS. Comparison with the genes identified in two independent studies of tissue-derived FLS revealed 73 genes in common (~40%), of which 22 shared identity with both studies. Pyrosequencing confirmed altered methylation of these genes. CONCLUSION: Synovial fluid-derived RA FLS show methylation changes common with tissue-derived FLS, supporting the use of fluid-derived FLS for future investigations.


Subject(s)
Arthritis, Rheumatoid/genetics , DNA Methylation , Osteoarthritis/genetics , Synovial Fluid/cytology , Aged , Aged, 80 and over , CpG Islands , Female , Genome , Humans , Male , Synovial Fluid/metabolism
4.
Epigenetics ; 9(9): 1228-37, 2014 Sep.
Article in English | MEDLINE | ID: mdl-25147922

ABSTRACT

Changes to the DNA methylome have been described in patients with rheumatoid arthritis (RA). In previous work, we reported genome-wide methylation differences in T-lymphocyte and B-lymphocyte populations from healthy individuals. Now, using HumanMethylation450 BeadChips to interrogate genome-wide DNA methylation, we have determined disease-associated methylation changes in blood-derived T- and B-lymphocyte populations from 12 female patients with seropositive established RA, relative to 12 matched healthy individuals. Array data were analyzed using NIMBL software and bisulfite pyrosequencing was used to validate array candidates. Genome-wide DNA methylation, determined by analysis of LINE-1 sequences, revealed higher methylation in B-lymphocytes compared with T-lymphocytes (P ≤ 0.01), which is consistent with our findings in healthy individuals. Moreover, loci-specific methylation differences that distinguished T-lymphocytes from B-lymphocytes in healthy individuals were also apparent in RA patients. However, disease-associated methylation differences were also identified in RA. In these cases, we identified 509 and 252 CpGs in RA-derived T- and B-lymphocytes, respectively, that showed significant changes in methylation compared with their cognate healthy counterparts. Moreover, this included a restricted set of 32 CpGs in T-lymphocytes and 20 CpGs in B-lymphocytes (representing 15 and 10 genes, respectively, and including two, MGMT and CCS, that were common to both cell types) that displayed more substantial changes in methylation. These changes, apparent as hyper- or hypo-methylation, were independently confirmed by pyrosequencing analysis. Validation by pyrosequencing also revealed additional sites in some candidate genes that also displayed altered methylation in RA. In this first study of genome-wide DNA methylation in individual T- and B-lymphocyte populations in RA patients, we report disease-associated methylation changes that are distinct to each cell type and which support a role for discrete epigenetic regulation in this disease.


Subject(s)
Arthritis, Rheumatoid/blood , B-Lymphocytes/metabolism , DNA Methylation , Genome, Human , T-Lymphocytes/metabolism , Aged , Arthritis, Rheumatoid/genetics , CpG Islands , Female , Humans , Long Interspersed Nucleotide Elements , Middle Aged
5.
Epigenetics ; 8(11): 1188-97, 2013 Nov.
Article in English | MEDLINE | ID: mdl-24005183

ABSTRACT

Multiple reports now describe changes to the DNA methylome in rheumatoid arthritis and in many cases have analyzed methylation in mixed cell populations from whole blood. However, these approaches may preclude the identification of cell type-specific methylation, which may subsequently bias identification of disease-specific changes. To address this possibility, we conducted genome-wide DNA methylation profiling using HumanMethylation450 BeadChips to identify differences within matched pairs of T-lymphocytes and B-lymphocytes isolated from the peripheral blood of 10 healthy females. Array data were processed and differential methylation identified using NIMBL software. Validation of array data was performed by bisulfite pyrosequencing. Genome-wide DNA methylation was initially determined by analysis of LINE-1 sequences and was higher in B-lymphocytes than matched T-lymphocytes (69.8% vs. 65.2%, P ≤ 0.01). Pairwise analysis identified 679 CpGs, representing 250 genes, which were differentially methylated between T-lymphocytes and B-lymphocytes. The majority of sites (76.6%) were hypermethylated in B-lymphocytes. Pyrosequencing of selected candidates confirmed the array data in all cases. Hierarchical clustering revealed perfect segregation of samples into two distinct clusters based on cell type. Differentially methylated genes showed enrichment for biological functions/pathways associated with leukocytes and T-lymphocytes. Our work for the first time shows that T-lymphocytes and B-lymphocytes possess intrinsic differences in DNA methylation within a restricted set of functionally related genes. These data provide a foundation for investigating DNA methylation in diseases in which these cell types play important and distinct roles.


Subject(s)
B-Lymphocytes/metabolism , DNA Methylation , Genome, Human , T-Lymphocytes/metabolism , CpG Islands , Epigenesis, Genetic , Female , Gene Expression Profiling , Humans , Middle Aged
6.
Arthritis Res Ther ; 14(5): R204, 2012 Oct 02.
Article in English | MEDLINE | ID: mdl-23031278

ABSTRACT

INTRODUCTION: Matrix metalloproteinases (MMPs) are implicated in the destruction of the joint and have been shown to be strongly associated with inflammation in rheumatoid arthritis (RA). Circulating MMPs have also been associated with cardiovascular disease in the general population, and are predictive of cardiovascular mortality. The purpose of the present study was to determine whether circulating levels of MMPs are predictive of mortality in RA. METHODS: A multiplex suspension array system (Luminex®) was used to measure levels of MMPs (1, 2, 3, 8 and 9) in sera taken at recruitment of RA patients (n = 487) in a study of factors associated with mortality in RA. Patients were tracked on the National Health Service Central Register for notification of death, and the relationship between baseline MMP levels and mortality was analysed using Cox proportional hazards regression analysis. RESULTS: At the time of follow-up, 204/486 patients had died, of which 94 (46.1%) had died of circulatory diseases, 49 of malignancy (24.0%), and 42 (20.6%) of respiratory diseases. In a stepwise analysis which included all MMPs, only MMP-8 was significantly associated with all cause mortality (P = 0.0007, 0.6% hazard ratio increase per ng/ml). No association was found between MMP levels and mortality due to circulatory disease or malignancy. However MMP-8 levels were strongly associated with mortality due to respiratory disease (P < 0.0001, 1.3% hazard ratio increase per ng/ml). The association with respiratory disease related mortality remained highly significant in multivariate models which included smoking as well as markers of severity and disease activity such as rheumatoid factor, nodular disease, and C-reactive protein (CRP). CONCLUSIONS: The serum level of MMP-8 is a strong predictor of mortality in RA, especially that due to respiratory disease. This finding is consistent with increased activation of neutrophils in RA and identifies serum MMP-8 as a useful marker for increased risk of premature death.


Subject(s)
Lung Diseases/mortality , Matrix Metalloproteinase 8/blood , Rheumatic Fever/blood , Aged , Biomarkers/blood , Cohort Studies , Female , Follow-Up Studies , Humans , Male , Middle Aged , Predictive Value of Tests , Proportional Hazards Models , Retrospective Studies , Rheumatic Fever/complications , Survival Rate
7.
Arthritis Res Ther ; 14(3): R127, 2012 May 28.
Article in English | MEDLINE | ID: mdl-22640827

ABSTRACT

INTRODUCTION: The pathology of ankylosing spondylitis (AS) suggests that certain cytokines and matrix metalloproteinases (MMPs) might provide useful markers of disease activity. Serum levels of some cytokines and MMPs have been found to be elevated in active disease, but there is a general lack of information about biomarker profiles in AS and how these are related to disease activity and function. The purpose of this study was to investigate whether clinical measures of disease activity and function in AS are associated with particular profiles of circulating cytokines and MMPs. METHODS: Measurement of 30 cytokines, five MMPs and four tissue inhibitors of metalloproteinases was carried out using Luminex® technology on a well-characterised population of AS patients (n = 157). The relationship between biomarker levels and measures of disease activity (Bath ankylosing spondylitis disease activity index (BASDAI)), function (Bath ankylosing spondylitis functional index) and global health (Bath ankylosing spondylitis global health) was investigated. Principal component analysis was used to reduce the large number of biomarkers to a smaller set of independent components, which were investigated for their association with clinical measures. Further analyses were carried out using hierarchical clustering, multiple regression or multivariate logistic regression. RESULTS: Principal component analysis identified eight clusters consisting of various combinations of cytokines and MMPs. The strongest association with the BASDAI was found with a component consisting of MMP-8, MMP-9, hepatocyte growth factor and CXCL8, and was independent of C-reactive protein levels. This component was also associated with current smoking. Hierarchical clustering revealed two distinct patient clusters that could be separated on the basis of MMP levels. The high MMP cluster was associated with increased C-reactive protein, the BASDAI and the Bath ankylosing spondylitis functional index. CONCLUSIONS: A profile consisting of high levels of MMP-8, MMP-9, hepatocyte growth factor and CXCL8 is associated with increased disease activity in AS. High MMP levels are also associated with smoking and worse function in AS.


Subject(s)
Biomarkers/blood , Cytokines/blood , Matrix Metalloproteinases/blood , Spondylitis, Ankylosing/blood , Adult , Biomarkers/analysis , Cluster Analysis , Female , Humans , Male , Middle Aged , Principal Component Analysis , Spondylitis, Ankylosing/pathology , Spondylitis, Ankylosing/physiopathology
8.
Appl Physiol Nutr Metab ; 34(6): 1098-107, 2009 Dec.
Article in English | MEDLINE | ID: mdl-20029520

ABSTRACT

This aims of this study were to investigate the effects of carbohydrate availability during endurance training on the plasma interleukin (IL)-6, IL-8, and tumor necrosis factor (TNF)-alpha response to a subsequent acute bout of high-intensity interval exercise. Three groups of recreationally active males performed 6 weeks of high-intensity interval running. Groups 1 (LOW+GLU) and 2 (LOW+PLA) trained twice per day, 2 days per week, and consumed a 6.4% glucose or placebo solution, respectively, before every second training session and at regular intervals throughout exercise. Group 3 (NORM) trained once per day, 4 days per week, and consumed no beverage during training. Each group performed 50 min of high-intensity interval running at the same absolute workloads before and after training. Muscle glycogen utilization in the gastrocnemius muscle during acute exercise was reduced (p < 0.05) in all groups following training, although this was not affected by training condition. Plasma IL-6 concentration increased (p < 0.05) after acute exercise in all groups before and after training. Furthermore, the magnitude of increase was reduced (p < 0.05) following training. This training-induced attenuation in plasma IL-6 increase was similar among groups. Plasma IL-8 concentration increased (p < 0.05) after acute exercise in all groups, although the magnitude of increase was not affected (p > 0.05) by training. Acute exercise did not increase (p > 0.05) plasma TNF-alpha when undertaken before or after training. Data demonstrate that the exercise-induced increase in plasma IL-6 concentration in response to customary exercise is attenuated by previous exercise training, and that this attenuation appears to occur independent of carbohydrate availability during training.


Subject(s)
Carbohydrate Metabolism/physiology , Exercise/physiology , Interleukin-6/blood , Motor Activity , Physical Endurance/physiology , Biopsy , Cytokines/blood , Diet, Carbohydrate-Restricted , Dietary Carbohydrates/administration & dosage , Exercise Test , Glycogen/metabolism , Humans , Lactic Acid/blood , Male , Muscle, Skeletal/metabolism , Oxygen Consumption , Physical Fitness/physiology , Running , Young Adult
9.
Arthritis Rheum ; 56(12): 3940-8, 2007 Dec.
Article in English | MEDLINE | ID: mdl-18050238

ABSTRACT

OBJECTIVE: To investigate whether circulating levels of soluble tumor necrosis factor receptors (sTNFR) are predictive of mortality in rheumatoid arthritis (RA). METHODS: Levels of sTNFRI and sTNFRII at study entry were quantified using enzyme-linked immunosorbent assays in sera from 401 white patients with RA followed up for 13 years. Patients were tracked via the National Health Service Central Register, and the relationship between sTNFR levels and mortality was analyzed using a Cox proportional hazards regression model. Hazard ratios (HRs) and 95% confidence intervals (95% CIs) were calculated. RESULTS: At the end of the followup period, 132 (32.9%) of 401 patients had died. Of these, 64 (48.5%) died of cardiovascular disease (CVD). Significant associations between all-cause mortality and baseline levels of sTNFRI and sTNFRII were identified in men (HR 1.7 [95% CI 1.2-2.4] and HR 1.18 [95% CI 1.05-1.32], respectively) and women (HR 1.33 [95% CI 0.99-1.8] and HR 1.14 [95% CI 1.02-1.28], respectively). Analysis including levels of both sTNFRI and sTNFRII indicated that the sTNFRII level was the best overall predictor of mortality. Multivariate analysis also revealed that the sTNFRII level was a predictor of all-cause and CVD mortality independently of age, sex, disease duration, C-reactive protein level, erythrocyte sedimentation rate, rheumatoid factor, nodular disease, modified Health Assessment Questionnaire score, taking CVD drugs, and smoking. CONCLUSION: Our data indicate that serum levels of sTNFR are powerful predictors of mortality in RA. Elevated levels are particularly associated with mortality due to CVD and may be useful for identifying patients at increased risk of premature death.


Subject(s)
Arthritis, Rheumatoid/mortality , Receptors, Tumor Necrosis Factor, Type II/blood , Receptors, Tumor Necrosis Factor, Type I/blood , Aged , Arthritis, Rheumatoid/complications , Cardiovascular Diseases/complications , Cardiovascular Diseases/mortality , Female , Follow-Up Studies , Humans , Kaplan-Meier Estimate , Lung Diseases/complications , Lung Diseases/mortality , Male , Middle Aged , Multivariate Analysis , Predictive Value of Tests , Proportional Hazards Models , ROC Curve
10.
Arthritis Res Ther ; 7(6): R1227-34, 2005.
Article in English | MEDLINE | ID: mdl-16277675

ABSTRACT

Levels of soluble tumour necrosis factor receptors (sTNFRs) are elevated in the circulation of patients with rheumatoid arthritis (RA). Although these receptors can act as natural inhibitors of tumour necrosis factor-alpha, levels of sTNFRs in RA appear to be insufficient to prevent tumour necrosis factor-alpha induced inflammation. The factors that regulate circulating levels of sTNFRs are unclear, but polymorphisms in the tumour necrosis factor receptor genes may play a role. We investigated the relationship between polymorphisms in the tumour necrosis factor receptor I (TNF-RI) and II (TNF-RII) genes and levels of sTNFRs in two groups of Caucasian RA patients: one with early (disease duration < or = 2 years; n = 103) and one with established disease (disease duration > or = 5 years; n = 151). PCR restriction fragment length polymorphism analysis was used to genotype patients for the A36G polymorphism in the TNF-RI gene and the T676G polymorphism in TNF-RII. Levels of sTNFRs were measured using ELISA. We also isolated T cells from peripheral blood of 58 patients with established RA with known TNF-R genotypes, and release of sTNFRs into the culture medium was measured in cells incubated with or without phytohaemagglutinin. Serum levels of the two sTNFRs (sTNF-RI and sTNF-RII) were positively correlated in both populations, and the level of each sTNFR was significantly higher in the patients with established disease (P < 0.0001). Multiple regression analyses corrected for age, sex and disease duration revealed a significant trend toward decreasing sTNF-RI and sTNF-RII levels across the TNF-RII genotypes (TT > TG > GG) of patients with established disease (P for trend = 0.01 and P for trend = 0.03, respectively). A similar nonsignificant trend was seen for early disease. No relationship with the TNF-RI A36G polymorphism was observed. sTNFRs released by isolated T cells exhibited a similar trend toward decreasing levels according to TNF-RII genotype, although only the association with levels of sTNF-RII was significant. Strong correlations were found between levels of circulating sTNFRs and levels released by T cells in vitro. Our data indicate that the T676G polymorphism in TNF-RII is associated with levels of sTNFRs released from peripheral blood T cells, and with circulating levels of sTNFR in patients with RA.


Subject(s)
Arthritis, Rheumatoid/blood , Arthritis, Rheumatoid/genetics , Polymorphism, Single Nucleotide , Receptors, Tumor Necrosis Factor, Type II/blood , Receptors, Tumor Necrosis Factor, Type II/genetics , Arthritis, Rheumatoid/physiopathology , Cells, Cultured , DNA Mutational Analysis , Early Diagnosis , Female , Health Status , Humans , Male , Middle Aged , Phytohemagglutinins/pharmacology , Polymerase Chain Reaction , Severity of Illness Index , Surveys and Questionnaires , T-Lymphocytes/drug effects , T-Lymphocytes/metabolism , Tumor Necrosis Factor Receptor-Associated Peptides and Proteins
11.
J Rheumatol ; 30(7): 1406-9, 2003 Jul.
Article in English | MEDLINE | ID: mdl-12858434

ABSTRACT

OBJECTIVE: A recent Italian study found that homozygosity for the G allele of the +196 single nucleotide polymorphism (SNP) of the tumor necrosis factor receptor II (TNFRSF1B) gene was more prevalent in patients with severe rheumatoid arthritis (RA). We investigated whether this particular SNP, and also one at position +36 in exon 1 of the TNF receptor I (TNFRSF1A) gene, are associated with disease severity. METHODS: A group of 181 Caucasian patients with RA was studied. DNA was isolated from patient blood samples and subsequently used to genotype both the exon 1 TNFRSF1A SNP and the exon 6 TNFRSF1B SNP by polymerase chain reaction restriction fragment length polymorphism (PCR-RFLP) analysis. Radiographic damage was measured by the Larsen score, and functional outcome was assessed by the Health Assessment Questionnaire (HAQ). Data were analyzed by multiple regression analysis, with correction for age, sex, and disease duration. RESULTS: The mean Larsen and HAQ scores did not differ significantly between each of the genotypes from the 2 TNFR SNP. No significant associations between the +36 TNFRSF1A SNP or the +196 TNFRSF1B SNP genotypes and disease severity were found after correcting for age, sex, and disease duration. CONCLUSION: Our data suggest that neither the +36 TNFRSF1A SNP nor the +196 TNFRSF1B SNP is associated with RA severity in a population of Caucasian patients with RA.


Subject(s)
Antigens, CD/genetics , Arthritis, Rheumatoid/genetics , Glycoproteins/genetics , Polymorphism, Single Nucleotide , Receptors, Cytoplasmic and Nuclear/genetics , Receptors, Tumor Necrosis Factor/genetics , Antigens, CD/blood , Arthritis, Rheumatoid/blood , Arthritis, Rheumatoid/physiopathology , DNA/blood , Disability Evaluation , Female , Genotype , Glycoproteins/blood , Health Status , Humans , Male , Middle Aged , Osteoprotegerin , Polymerase Chain Reaction , Polymorphism, Restriction Fragment Length , Receptors, Cytoplasmic and Nuclear/blood , Receptors, Tumor Necrosis Factor/blood , Receptors, Tumor Necrosis Factor, Type I , Receptors, Tumor Necrosis Factor, Type II , Severity of Illness Index
12.
Arthritis Rheum ; 46(3): 640-6, 2002 Mar.
Article in English | MEDLINE | ID: mdl-11920399

ABSTRACT

OBJECTIVE: To determine whether the relationship between smoking and disease severity in women with rheumatoid arthritis (RA) is associated with polymorphism at the glutathione S-transferase (GST) M1 locus. METHODS: Genotyping for GSTM1 was carried out using polymerase chain reaction methodology on 164 women with established RA. Smoking history was obtained on each patient. Radiographic damage was measured by the Larsen score, and functional outcome was assessed by the Health Assessment Questionnaire (HAQ). Data were analyzed by multiple regression analyses, with correction for age and disease duration. RESULTS: Ever having smoked was associated with a worse radiographic and functional outcome than was never having smoked. Both past and current smoking were associated with increased disease severity. Stratification by GSTM1 status revealed that polymorphism at this locus affected the relationship between smoking and disease outcome measures. Patients who lacked the GSTM1 gene and had ever smoked had significantly higher Larsen and HAQ scores than did those who lacked the gene and had never smoked. Radiographic outcome in these patients was worse than that in patients who had the GSTM1 gene and who had smoked. The associations were not affected by correction for socioeconomic status. Rheumatoid factor (RF) production was found to be associated with smoking in only the GSTM1-null patients. CONCLUSION: Our data suggest that disease outcome in female RA patients with a history of smoking is significantly worse than in those who have never smoked. Smoking was associated with the most severe disease in patients who carried the GSTM1-null polymorphism. This association may be due in part to a relationship between the GSTM1 polymorphism and RF production in smokers.


Subject(s)
Arthritis, Rheumatoid/genetics , Arthritis, Rheumatoid/physiopathology , Glutathione Transferase/genetics , Polymorphism, Genetic/physiology , Smoking/adverse effects , Adult , Aged , Female , Health Status , Humans , Middle Aged , Rheumatoid Factor/biosynthesis , Severity of Illness Index , Social Class , Surveys and Questionnaires
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