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1.
Sci Rep ; 10(1): 17547, 2020 10 16.
Article in English | MEDLINE | ID: mdl-33067535

ABSTRACT

Facioscapulohumeral muscular dystrophy (FSHD) is caused by the expression of DUX4 in skeletal muscles. A number of therapeutic approaches are being developed to antagonize the events preceding and following DUX4 expression that leads to muscular dystrophy. Currently, the possibility to evaluate treatment response in clinical trials is hampered by the lack of objective molecular biomarkers connecting the disease cause to clinical performance. In this study we employed RNA-seq to examine gene expression in PAXgene tubes obtained from two independent cohorts of FSHD patients. Analysis of gene expression profiles did not lead to the identification of genes or pathways differentially expressed in FSHD patients, or associated with disease severity. In particular, we did not find evidence that the DUX4 and PAX7 signatures were differentially expressed. On the other hand, we were able to improve patient classification by including single genes or groups of genes in classification models. The best classifier was ROPN1L, a gene known to be expressed in testis, coincidentally the typical location of DUX4 expression. These improvements in patient classification hold the potential to enrich the FSHD clinical trial toolbox.


Subject(s)
Adaptor Proteins, Signal Transducing/blood , Homeodomain Proteins/blood , Muscle, Skeletal/metabolism , Muscular Dystrophy, Facioscapulohumeral/blood , PAX7 Transcription Factor/blood , Adult , Aged , Female , Gene Expression Profiling , Gene Expression Regulation , Homeodomain Proteins/genetics , Humans , Male , Middle Aged , Muscular Dystrophy, Facioscapulohumeral/genetics , RNA-Seq
2.
Bone Joint J ; 99-B(11): 1467-1476, 2017 Nov.
Article in English | MEDLINE | ID: mdl-29092985

ABSTRACT

AIMS: The optimal method of tibial component fixation remains uncertain in total knee arthroplasty (TKA). Hydroxyapatite coatings have been applied to improve bone ingrowth in uncemented designs, but may only coat the directly accessible surface. As peri-apatite (PA) is solution deposited, this may increase the coverage of the implant surface and thereby fixation. We assessed the tibial component fixation of uncemented PA-coated TKAs versus cemented TKAs. PATIENTS AND METHODS: Patients were randomised to PA-coated or cemented TKAs. In 60 patients (30 in each group), radiostereometric analysis of tibial component migration was evaluated as the primary outcome at baseline, three months post-operatively and at one, two and five years. A linear mixed-effects model was used to analyse the repeated measurements. RESULTS: After five years of follow-up, one (cemented) component was revised due to ligament instability. Overall, uncemented PA-coated tibial components migrated significantly more (p = 0.003), with the mean maximum total point motion (MTPM) at five years being 0.62 mm (95% confidence intervals (CI) 0.49 to 0.76) for cemented tibial components and 0.97 mm (95% CI 0.81 to 1.15) for PA-coated tibial components in TKA. However, between three months and five years the cemented TKAs migrated significantly more (p = 0.02), displaying a MTPM of 0.27 mm (95% CI, 0.19 to 0.36) versus 0.13 mm (95% CI, 0.01 to 0.25) for PA-coated tibial components. One implant in each group was considered at risk for aseptic loosening due to continuous migration after five years of follow-up, albeit with different migration patterns for each group (i.e. higher initial migration but diminishing over time for the PA-coated component versus gradually increasing migration for the cemented component). CONCLUSION: The tibial components of PA-coated TKAs showed more overall migration compared with the tibial components of cemented TKAs. However, post hoc analysis showed that this difference was caused by higher migration of PA-coated components in the first three months, after which a stable migration pattern was observed. Clinically, there was no significant difference in outcome between the groups. Cite this article: Bone Joint J 2017;99-B:1467-76.


Subject(s)
Apatites , Arthroplasty, Replacement, Knee/instrumentation , Bone Cements , Coated Materials, Biocompatible , Knee Prosthesis , Osteoarthritis, Knee/surgery , Prosthesis Failure , Adult , Aged , Female , Follow-Up Studies , Humans , Linear Models , Male , Middle Aged , Osteoarthritis, Knee/diagnostic imaging , Radiostereometric Analysis , Treatment Outcome
3.
Ann Rheum Dis ; 74(5): 806-12, 2015 May.
Article in English | MEDLINE | ID: mdl-25561360

ABSTRACT

BACKGROUND: A prolonged symptom or disease duration at treatment initiation is associated with unfavourable outcomes in rheumatoid arthritis (RA). It is unknown whether this relation is linear, referring to a common 'the-earlier-the-better principle', or whether a transient time frame in which the disease is more susceptible to treatment exists, referring to a 'window of opportunity'. To elucidate this, we evaluated the shape of the associations of symptom duration with persistence of RA. METHODS: Patients with 1987 RA treated with disease modifying antirheumatic drugs (DMARDs) in the Leiden Early Arthritis Clinic (EAC, n=738) and Evaluation et Suivi de POlyarthrites Indifférenciées Récentes (ESPOIR) (n=533) were studied. Cox proportional hazards regression models using natural cubic splines were performed; the log-HR on DMARD-free sustained remission (the opposite of RA persistence) during 5-year follow-up was plotted against symptom duration. Discrimination was measured using time-dependent receiver operator characteristic curves. Subanalyses were performed stratified for the DMARDs used (methotrexate or other conventional DMARDs) and for anticitrullinated peptide antibody (ACPA). RESULTS: 11.5% (85/738) and 5.4% (29/533) of EAC and ESPOIR RA patients achieved DMARD-free sustained remission. In both cohorts and all analyses, the curves depicting the log-HRs on remission in relation to symptom duration were not linear. The symptom duration with optimal discriminative ability was 14.9 weeks (95% CI 12.3 to 16.0; area under the curve (AUC) 0.61) in the EAC and 19.1 weeks (95% CI 12.3 to 28.0; AUC 0.59) in ESPOIR. For ACPA-positive RA, this was 11.4 weeks (95% CI 7.7 to 79.0; AUC 0.56) and for ACPA-negative RA 15.0 weeks (95% CI 9.7 to 48.7; AUC 0.56). CONCLUSIONS: The association between symptom duration and RA persistence is not linear, suggesting the presence of a confined period in which RA is more susceptible to treatment.


Subject(s)
Antirheumatic Agents/therapeutic use , Arthritis, Rheumatoid/drug therapy , Time-to-Treatment , Adult , Aged , Area Under Curve , Arthritis, Rheumatoid/immunology , Autoantibodies/immunology , Cohort Studies , Disease Progression , Female , Humans , Hydroxychloroquine/therapeutic use , Isoxazoles/therapeutic use , Leflunomide , Male , Methotrexate/therapeutic use , Middle Aged , Peptides, Cyclic/immunology , Proportional Hazards Models , Remission Induction , Sulfasalazine/therapeutic use , Treatment Outcome
4.
Ann Rheum Dis ; 73(6): 1163-9, 2014 Jun.
Article in English | MEDLINE | ID: mdl-23696630

ABSTRACT

OBJECTIVES: The severity of joint destruction is highly variable between rheumatoid arthritis (RA) patients. The majority of its heritability is still unexplained. Several autoimmune diseases share genetic risk variants that may also influence disease progression. We aimed to identify genetic risk factors for the severity of joint damage in RA by studying genetic susceptibility loci of several autoimmune diseases. METHODS: In phase 1, 3143 sets of x-rays of 646 Dutch RA patients taken over 7 years (Sharp van der Heijde (SHS) scored) were studied. Genotyping was done by Immunochip. Associations of single-nucleotide polymorphisms (SNPs) with minor allele frequency (MAF) >0.01 and joint destruction were analysed. In phase 2, 686 North American RA patients with 926 SHS-scored x-rays over 15 years of follow-up were evaluated. In both phases multiple testing corrections were done for the number of uncorrelated SNPs; the thresholds for significance were p<1.1×10(-6) and p<0.0036. Matrix metalloproteinase 9 (MMP-9) levels were measured with ELISA in baseline serum samples. RESULTS: In phase 1, 109 SNPs associated significantly with joint destruction (p<1.1×10(-6)). Of these, 76 were located in the HLA region; the 33 non-HLA variants were studied in phase 2. Here two variants were associated with the severity of joint destruction: rs451066 on chromosome 14 (p=0.002, MAF=0.20) and rs11908352 on chromosome 20 (p=0.002, MAF=0.21). Rs11908352 is located near the gene encoding MMP-9. Serum levels of MMP-9 were significantly associated with the rs11908352 genotypes (p=0.007). CONCLUSIONS: These data indicate that two loci that confer risk to other autoimmune diseases also affect the severity of joint destruction in RA. Rs11908352 may influence joint destruction via MMP-9 production.


Subject(s)
Arthritis, Rheumatoid/genetics , Matrix Metalloproteinase 9/genetics , Adult , Aged , Arthritis, Rheumatoid/blood , Arthritis, Rheumatoid/diagnostic imaging , Disease Progression , Female , Foot Joints/diagnostic imaging , Genetic Predisposition to Disease , Genotype , Hand Joints/diagnostic imaging , Humans , Male , Matrix Metalloproteinase 9/blood , Middle Aged , Polymorphism, Single Nucleotide , Radiography , Severity of Illness Index
5.
Scand J Rheumatol ; 42(3): 182-9, 2013.
Article in English | MEDLINE | ID: mdl-23425151

ABSTRACT

OBJECTIVES: Progression of joint destruction is an important phenotypic feature in rheumatoid arthritis (RA). When factors have small effect sizes, both the avoidance of phenotypic misclassification and discerning true effects from noise are challenging. Assembling radiological measurements repeatedly in time harbours a smaller risk of misclassification than single measurements. Given serial measurements, different methods of analysis can be applied. This study evaluates different statistical methods of analysing longitudinal data. METHODS: Three statistical methods were studied: linear regression (LR), generalized estimating equations (GEE), and multivariate normal regression analysis (MRA). All were applied longitudinally, testing for differences in radiological progression rates. As genetic variants are known to have small effect sizes, two genetic variants were studied as examples: rs675520 (located in the TNFAIP3-OLIG3 region) and the presence of the human leucocyte antigen (HLA) shared epitope (SE) alleles. Radiological data for 602 early RA patients with yearly radiographs and 7-years of follow-up were used. The powers obtained with the methods and the robustness against missingness were evaluated as outcome measures. RESULTS: The presence of the rs675520 polymorphism and the HLA-SE risk genotype was associated with a 0.65-0.77 and 1.17-1.51 fold increased rate of joint destruction, respectively. The analyses performed with MRA resulted in smaller 95% confidence intervals (CIs) than the analyses using LR or GEE. In addition, the 95% CIs increased with the number of radiographs per patient. The power of MRA was higher than that of GEE. MRA was more robust against selective missingness than GEE or LR with a two-step approach (LR(ts)). CONCLUSIONS: A multivariate normal regression model on subsequent radiographs is a powerful and robust method for analysing longitudinal joint destruction data.


Subject(s)
Arthritis, Rheumatoid/diagnostic imaging , DNA-Binding Proteins/genetics , Foot Joints/diagnostic imaging , HLA Antigens/genetics , Hand Joints/diagnostic imaging , Intracellular Signaling Peptides and Proteins/genetics , Nuclear Proteins/genetics , Adult , Aged , Arthritis, Rheumatoid/genetics , Epitopes/genetics , Female , Humans , Male , Middle Aged , Radiography , Regression Analysis , Severity of Illness Index , Tumor Necrosis Factor alpha-Induced Protein 3
7.
Ann Rheum Dis ; 71(10): 1651-7, 2012 Oct.
Article in English | MEDLINE | ID: mdl-22440823

ABSTRACT

BACKGROUND: Interleukin (IL)-15 levels are increased in serum, synovium and bone marrow of patients with rheumatoid arthritis (RA). IL-15 influences both the innate and the adaptive immune response; its major role is activation and proliferation of T cells. There are also emerging data that IL-15 affects osteoclastogenesis. The authors investigated the association of genetic variants in IL15 with the rate of joint destruction in RA. METHOD: 1418 patients with 4885 x-ray sets of both hands and feet of four independent data sets were studied. First, explorative analyses were performed on 600 patients with early RA enrolled in the Leiden Early Arthritis Clinic. Twenty-five single-nucleotide polymorphisms (SNPs) tagging IL-15 were tested. Second, SNPs with significant associations in the explorative phase were genotyped in data sets from Groningen, Sheffield and Lund. In each data set, the relative increase of the progression rate per year in the presence of a genotype was assessed. Subsequently, data were summarised in an inverse weighting meta-analysis. RESULTS: Five SNPs were significantly associated with rate of joint destruction in phase 1 and typed in the other data sets. Patients homozygous for rs7667746, rs7665842, rs2322182, rs6821171 and rs4371699 had respectively 0.94-, 1.04-, 1.09-, 1.09- and 1.09-fold rate of joint destruction compared to other patients (p=4.0×10(-6), p=3.8×10(-4), p=5.0×10(-3), p=5.0×10(-3) and p=9.4×10(-3)). DISCUSSION: Independent replication was not obtained, possibly due to insufficient power. Meta-analyses of all data sets combined resulted in significant results for four SNPs (rs7667746, p<0.001; rs7665842, p<0.001; rs4371699, p=0.01; rs6821171, p=0.01). These SNPs were also significant after correction for multiple testing. CONCLUSION: Genetic variants in IL-15 are associated with progression of joint destruction in RA.


Subject(s)
Arthritis, Rheumatoid/genetics , Arthritis, Rheumatoid/pathology , Genetic Predisposition to Disease/genetics , Interleukin-15/genetics , Arthritis, Rheumatoid/diagnostic imaging , Cohort Studies , Disease Progression , Female , Foot/diagnostic imaging , Foot/pathology , Genotype , Hand/diagnostic imaging , Hand/pathology , Humans , Male , Middle Aged , Polymorphism, Single Nucleotide , Radiography
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