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1.
Ann Rheum Dis ; 83(5): 547-549, 2024 Apr 11.
Artigo em Inglês | MEDLINE | ID: mdl-38071514

RESUMO

Ankylosing spondylitis (AS) is the historic term used for decades for the HLA-B27-associated inflammatory disease affecting mainly the sacroiliac joints (SIJ) and spine. Classification criteria for AS have radiographic sacroiliitis as a dominant characteristic. However, with the availability of MRI of SIJ, it could be demonstrated that the disease starts long before definite SIJ changes become visible on radiographs. The Assessment of SpondyloArthritis international Society, representing a worldwide group of experts reached consensus on changes in the nomenclature pertaining to axial spondyloarthritis (axSpA), such as the terminology of diagnosis and of assessment of disease activity tools. These are important changes in the field, as experts in axSpA are now in agreement that the term axSpA is the overall term for the disease. A further differentiation, of which radiographic versus non-radiographic is only one aspect, may be relevant for research purposes. Another important decision was that the terms AS and radiographic axSpA (r-axSpA) can be used interchangeably, but that the preferred term is r-axSpA. Based on the decision that axSpA is the correct terminology, a proposal was made to officially change the meaning of the ASDAS acronym to 'Axial Spondyloarthritis Disease Activity Score'. In addition, for simplification it was proposed that the term ASDAS (instead of ASDAS-CRP) should be preferred and applied to the ASDAS calculated with C reactive protein (CRP). It is hoped that these changes will be used consequently for education, in textbooks, manuscripts and presentations.


Assuntos
Sacroileíte , Espondilartrite , Espondilite Anquilosante , Humanos , Espondilite Anquilosante/diagnóstico , Índice de Gravidade de Doença , Espondilartrite/diagnóstico , Articulação Sacroilíaca/diagnóstico por imagem , Sacroileíte/diagnóstico por imagem , Proteína C-Reativa
2.
Curr Rheumatol Rep ; 26(3): 96-101, 2024 03.
Artigo em Inglês | MEDLINE | ID: mdl-38214805

RESUMO

PURPOSE OF REVIEW: This review takes a look at the past, present, and future of SPARTAN, the Spondyloarthritis Research and Treatment Network, an organization of North American healthcare professionals dedicated to advancing research, education, and patient care in spondyloarthritis. RECENT FINDINGS: In 2022, SPARTAN completed the Classification of Axial SpondyloarthritiS Inception Cohort (CLASSIC) study, a collaboration with the Assessment in SpondyloArthritis International Society (ASAS). CLASSIC aimed to validate the 2009 ASAS classification criteria for axial spondyloarthritis. Other ongoing SPARTAN endeavors include the development of US referral recommendations for axial spondyloarthritis, an update of the 2019 ACR/SAA/SPARTAN treatment recommendations for axial spondyloarthritis and multiple educational initiatives. Twenty years after its inception, SPARTAN continues to grow and broaden its impact, guided by the SPARTAN vision of "a world free of spondyloarthritis through leadership in research and education."


Assuntos
Espondiloartrite Axial , Espondilartrite , Espondilite Anquilosante , Humanos , Espondilartrite/tratamento farmacológico , Espondilite Anquilosante/terapia , Congressos como Assunto
3.
Clin Exp Rheumatol ; 41(5): 1096-1104, 2023 May.
Artigo em Inglês | MEDLINE | ID: mdl-36441657

RESUMO

OBJECTIVES: Spondyloarthritis (SpA) results from the interplay between genetic and environmental factors. An emerging modifiable factor is the human intestinal microbiota, which multiple studies in children and adults have shown to be abnormal in SpA patients, including enthesitis related arthritis and ankylosing spondylitis (AS). However, HLA-B27 itself appears to impact the contents of the microbiota and is more common in SpA patients versus controls, thus serving as a confounding factor in most comparative studies. METHODS: This was a cross-sectional study that evaluated the contents of the faecal microbiota among 29 patients with HLA-B27+ AS and 43 healthy adults who underwent 16S sequencing and genotyping as part of the TwinsUK Programme. RESULTS: HLA-B27 positive+ patients and healthy controls demonstrated substantial clustering based upon diagnosis. Decreased richness was observed among the AS patients, although measures of evenness were similar. After correction for multiple comparisons, several taxa - including Faecalibacterium prausnitzii and Coprococcus - were elevated in AS patients compared to controls, even when restricted to female subjects, while Bacteroides fragilis, Ruminococcus, and Akkermansia muciniphila were depleted in AS patients. CONCLUSIONS: Consistent with some previous studies, our study demonstrates in patients with AS associations with Coprococcus, Bacteroides, and Ruminococcus. Other findings, including increased Faecalibacterium, are inconsistent with previous studies and thus potentially underscore the necessity of evaluating HLA-B27 positive controls in studies evaluating the impact of the intestinal microbiota on SpA.


Assuntos
Microbiota , Espondilartrite , Espondilite Anquilosante , Adulto , Criança , Humanos , Feminino , Espondilite Anquilosante/complicações , Antígeno HLA-B27/genética , Estudos Transversais , Espondilartrite/complicações
4.
Rheumatology (Oxford) ; 61(5): 2079-2087, 2022 05 05.
Artigo em Inglês | MEDLINE | ID: mdl-34427579

RESUMO

OBJECTIVES: Little is known with certainty about the natural history of spinal disease progression in ankylosing spondylitis (AS). Our objective was to discover if there were distinct patterns of change in vertebral involvement over time and to study associated clinical factors. METHODS: Data were analysed from the Prospective Study of Outcomes in Ankylosing Spondylitis (PSOAS) observational cohort. All patients met modified New York Criteria for AS and had ≥2 sets of radiographs scored by modified Stoke Ankylosing Spondylitis Spinal Score (mSASSS) by two independent readers between 2002 and 2017. Group-based trajectory modelling (GBTM) was used to classify patients into distinct groups of longitudinal mSASSS considering sociodemographic and clinical covariables. The optimal trajectory model and number of trajectories was selected using Nagin's Bayesian information criterion (BIC). RESULTS: A total of 561 patients with 1618 radiographs were analysed. The optimum number of trajectory groups identified was four (BIC -4062). These groups were subsequently categorized as: non-progressors (204 patients), late-progressors (147 patients), early-progressors (107 patients) and rapid-progressors (103 patients). Baseline predictors associated with higher spinal disease burden groups included: baseline mSASSS, male gender, longer disease duration, elevated CRP and smoking history. In addition, time-varying anti-TNF use per year was associated with decreased mSASSS progression only in the rapid-progressor group. CONCLUSIONS: GBTM identified four distinct patterns of spinal disease progression in the PSOAS cohort. Male gender, longer disease duration, elevated CRP and smoking were associated with higher spinal disease groups. Independent confirmation in other AS cohorts is needed to confirm these radiographic patterns.


Assuntos
Espondilite Anquilosante , Teorema de Bayes , Progressão da Doença , Seguimentos , Humanos , Masculino , Estudos Prospectivos , Índice de Gravidade de Doença , Coluna Vertebral/diagnóstico por imagem , Espondilite Anquilosante/diagnóstico por imagem , Inibidores do Fator de Necrose Tumoral
5.
Rheumatology (Oxford) ; 61(5): 2054-2062, 2022 05 05.
Artigo em Inglês | MEDLINE | ID: mdl-34534275

RESUMO

OBJECTIVE: To describe the development of an Environmental contextual factors (EF) Item Set (EFIS) accompanying the disease specific Assessment of SpondyloArthritis international Society Health Index (ASAS HI). METHOD: First, a candidate item pool was developed by linking items from existing questionnaires to 13 EF previously selected for the International Classification of Functioning, Disability and Health (ICF) /ASAS Core Set. Second, using data from two international surveys, which contained the EF item pool as well as the items from the ASAS HI, the number of EF items was reduced based on the correlation between the item and the ASAS HI sum score combined with expert opinion. Third, the final English EFIS was translated into 15 languages and cross-culturally validated. RESULTS: The initial item pool contained 53 EF addressing four ICF EF chapters: products and technology (e1), support and relationship (e3), attitudes (e4) and health services (e5). Based on 1754 responses of axial spondyloarthritis patients in an international survey, 44 of 53 initial items were removed based on low correlations to the ASAS HI or redundancy combined with expert opinion. Nine items of the initial item pool (range correlation 0.21-0.49) form the final EFIS. The EFIS was translated into 15 languages and field tested in 24 countries. CONCLUSIONS: An EFIS is available complementing the ASAS HI and helps to interpret the ASAS HI results by gaining an understanding of the interaction between a health condition and contextual factors. The EFIS emphasizes the importance of support and relationships, as well as attitudes of the patient and health services in relation to self-reported health.


Assuntos
Espondiloartrite Axial , Espondilartrite , Espondilite Anquilosante , Humanos , Qualidade de Vida , Índice de Gravidade de Doença
6.
Intern Med J ; 52(3): 485-487, 2022 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-35307928

RESUMO

Chronic inflammatory back pain (CIBP) occurs in up to one-third of those with chronic back pain. Criteria for diagnosis of inflammatory back pain include an onset below 50 years. Using the US National Health and Nutrition Examination Survey data for 2009-2010, we showed that 3% of adults aged 50-69 years have features of CIBP with onset on or after 50 years. There is little information in the literature on CIBP of late onset. Patients with late onset CIBP may be falling through the cracks.


Assuntos
Dor nas Costas , Dor Crônica , Adulto , Dor nas Costas/diagnóstico , Dor nas Costas/epidemiologia , Dor Crônica/diagnóstico , Dor Crônica/epidemiologia , Humanos , Inquéritos Nutricionais
7.
J Clin Rheumatol ; 28(5): 270-277, 2022 Aug 01.
Artigo em Inglês | MEDLINE | ID: mdl-35653615

RESUMO

BACKGROUND/OBJECTIVE: This post hoc analysis assessed efficacy and safety of intravenous (IV) golimumab in ankylosing spondylitis (AS) patients with early disease (ED) versus late disease (LD). METHODS: The phase 3, double-blind, GO-ALIVE study randomized patients to IV golimumab 2 mg/kg at weeks 0 and 4 and then every 8 weeks through week 52, or placebo at weeks 0, 4, and 12 with crossover to IV golimumab at week 16. Clinical efficacy was assessed by ≥20% improvement in Assessment of Spondyloarthritis International Society response criteria (ASAS20), ≥50% improvement in Bath Ankylosing Spondylitis Disease Activity Index (BASDAI 50), and Ankylosing Spondylitis Disease Activity Score (ASDAS) <1.3 (inactive disease). Using self-reported duration of inflammatory back pain (IBP), patients were grouped into quartiles: first = ED and fourth = LD. Descriptive statistics summarized efficacy and safety findings through 1 year. RESULTS: Early disease patients (n = 60) were ~10 years younger and had shorter median AS (IBP) symptom duration (2-3 years) versus LD patients (n = 52; 21-24 years). At week 16, numerically higher proportions of golimumab- than placebo-treated patients achieved ASAS20 (ED: 71% vs. 32%; LD: 67% vs. 21%), BASDAI 50 (ED: 40% vs. 12%; LD: 33% vs. 7%), and ASDAS <1.3 (ED: 17% vs. 4%; LD 8% vs. 0%) regardless of IBP duration. Efficacy was durable through 1 year of treatment; however, response rates were numerically higher in patients with ED versus LD. Through week 60, adverse events and serious adverse events, respectively, were reported by 46% and 3% of ED patients and 61% and 2% of LD patients. CONCLUSION: Prompt diagnosis of AS and early treatment with IV golimumab may yield more robust improvements in disease activity.


Assuntos
Antirreumáticos , Espondilartrite , Espondilite Anquilosante , Anticorpos Monoclonais , Método Duplo-Cego , Humanos , Espondilartrite/tratamento farmacológico , Espondilite Anquilosante/diagnóstico , Espondilite Anquilosante/tratamento farmacológico , Resultado do Tratamento
8.
Ann Rheum Dis ; 80(9): 1168-1174, 2021 09.
Artigo em Inglês | MEDLINE | ID: mdl-34161253

RESUMO

OBJECTIVE: We sought to test the hypothesis that Polygenic Risk Scores (PRSs) have strong capacity to discriminate cases of ankylosing spondylitis (AS) from healthy controls and individuals in the community with chronic back pain. METHODS: PRSs were developed and validated in individuals of European and East Asian ethnicity, using data from genome-wide association studies in 15 585 AS cases and 20 452 controls. The discriminatory values of PRSs in these populations were compared with other widely used diagnostic tests, including C-reactive protein (CRP), HLA-B27 and sacroiliac MRI. RESULTS: In people of European descent, PRS had high discriminatory capacity with area under the curve (AUC) in receiver operator characteristic analysis of 0.924. This was significantly better than for HLA-B27 testing alone (AUC=0.869), MRI (AUC=0.885) or C-reactive protein (AUC=0.700). PRS developed and validated in individuals of East Asian descent performed similarly (AUC=0.948). Assuming a prior probability of AS of 10% such as in patients with chronic back pain under 45 years of age, compared with HLA-B27 testing alone, PRS provides higher positive values for 35% of patients and negative predictive values for 67.5% of patients. For PRS, in people of European descent, the maximum positive predictive value was 78.2% and negative predictive value was 100%, whereas for HLA-B27, these values were 51.9% and 97.9%, respectively. CONCLUSIONS: PRS have higher discriminatory capacity for AS than CRP, sacroiliac MRI or HLA-B27 status alone. For optimal performance, PRS should be developed for use in the specific ethnic groups to which they are to be applied.


Assuntos
Dor nas Costas/diagnóstico , Dor Crônica/diagnóstico , Herança Multifatorial , Articulação Sacroilíaca/diagnóstico por imagem , Espondilite Anquilosante/diagnóstico , Adulto , Povo Asiático , Dor nas Costas/genética , Dor nas Costas/metabolismo , Proteína C-Reativa/metabolismo , Estudos de Casos e Controles , Dor Crônica/genética , Dor Crônica/metabolismo , Feminino , Antígeno HLA-B27/genética , Humanos , Imageamento por Ressonância Magnética , Masculino , Reprodutibilidade dos Testes , Fatores de Risco , Espondilite Anquilosante/genética , Espondilite Anquilosante/metabolismo , População Branca
9.
Qual Life Res ; 30(3): 945-954, 2021 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-33128725

RESUMO

PURPOSE: To evaluate the psychometric performance of the Ankylosing Spondylitis Quality of Life (ASQoL) scale in patients with non-radiographic axial spondyloarthritis (nr-axSpA) to assess its appropriateness as an outcome measure in future clinical studies. METHODS: Patients with active axSpA from a Phase III, randomized, double-blind, placebo-controlled trial (RAPID-axSpA, NCT01087762) were included (N = 325). Modified New York (mNY) classification criteria were used to classify patients as having ankylosing spondylitis or nr-axSpA; those with nr-axSpA were further categorized based on objective signs of inflammation. Psychometric properties of the ASQoL were assessed/documented using a mixture of modern psychometric methods and classical test theory methods. These included exploratory factor analysis and item response theory models to assess the domain structure, test the utility of a single domain relative to subdomains, assess bias, and generate statistics to guide an empirical scoring algorithm. The reliability and validity of scores were evaluated via internal consistency, test-retest reliability, concurrent validity, and known-groups validity. Score responsiveness was assessed via anchor-based clinically meaningful change, supplemented with empirical cumulative distribution function visualizations. RESULTS: The ASQoL data were defined by four domains. However, a four-domain solution was found to be inferior to a bifactor solution in which the four domains were included within a total domain. Scoring statistics supported a unit-weighted total score. Within the nr-axSpA population with objective signs of inflammation, the ASQoL mean score had adequate reliability, validity, and ability to detect clinically meaningful change. CONCLUSIONS: Our findings suggest that the ASQoL is an appropriate outcome measure in interventional clinical trials in patients with nr-axSpA.


Assuntos
Psicometria/métodos , Qualidade de Vida/psicologia , Espondilartrite/complicações , Espondilite Anquilosante/epidemiologia , Adulto , Idoso , Método Duplo-Cego , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Avaliação de Resultados em Cuidados de Saúde , Reprodutibilidade dos Testes , Adulto Jovem
10.
Hum Mol Genet ; 27(21): 3813-3824, 2018 11 01.
Artigo em Inglês | MEDLINE | ID: mdl-30085094

RESUMO

Genetic variation within the major histocompatibility complex (MHC) contributes substantial risk for systemic lupus erythematosus, but high gene density, extreme polymorphism and extensive linkage disequilibrium (LD) have made fine mapping challenging. To address the problem, we compared two association techniques in two ancestrally diverse populations, African Americans (AAs) and Europeans (EURs). We observed a greater number of Human Leucocyte Antigen (HLA) alleles in AA consistent with the elevated level of recombination in this population. In EUR we observed 50 different A-C-B-DRB1-DQA-DQB multilocus haplotype sequences per hundred individuals; in the AA sample, these multilocus haplotypes were twice as common compared to Europeans. We also observed a strong narrow class II signal in AA as opposed to the long-range LD observed in EUR that includes class I alleles. We performed a Bayesian model choice of the classical HLA alleles and a frequentist analysis that combined both single nucleotide polymorphisms (SNPs) and classical HLA alleles. Both analyses converged on a similar subset of risk HLA alleles: in EUR HLA- B*08:01 + B*18:01 + (DRB1*15:01 frequentist only) + DQA*01:02 + DQB*02:01 + DRB3*02 and in AA HLA-C*17:01 + B*08:01 + DRB1*15:03 + (DQA*01:02 frequentist only) + DQA*02:01 + DQA*05:01+ DQA*05:05 + DQB*03:19 + DQB*02:02. We observed two additional independent SNP associations in both populations: EUR rs146903072 and rs501480; AA rs389883 and rs114118665. The DR2 serotype was best explained by DRB1*15:03 + DQA*01:02 in AA and by DRB1*15:01 + DQA*01:02 in EUR. The DR3 serotype was best explained by DQA*05:01 in AA and by DQB*02:01 in EUR. Despite some differences in underlying HLA allele risk models in EUR and AA, SNP signals across the extended MHC showed remarkable similarity and significant concordance in direction of effect for risk-associated variants.


Assuntos
Predisposição Genética para Doença , Lúpus Eritematoso Sistêmico/genética , Complexo Principal de Histocompatibilidade/genética , Polimorfismo de Nucleotídeo Único , Negro ou Afro-Americano/genética , Feminino , Estudos de Associação Genética , Haplótipos , Humanos , Masculino , Modelos Genéticos , População Branca/genética
11.
Hum Mol Genet ; 27(13): 2392-2404, 2018 07 01.
Artigo em Inglês | MEDLINE | ID: mdl-29912393

RESUMO

Systemic lupus erythematosus (SLE or lupus) (OMIM: 152700) is a chronic autoimmune disease with debilitating inflammation that affects multiple organ systems. The STAT1-STAT4 locus is one of the first and most highly replicated genetic loci associated with lupus risk. We performed a fine-mapping study to identify plausible causal variants within the STAT1-STAT4 locus associated with increased lupus disease risk. Using complementary frequentist and Bayesian approaches in trans-ancestral Discovery and Replication cohorts, we found one variant whose association with lupus risk is supported across ancestries in both the Discovery and Replication cohorts: rs11889341. In B cell lines from patients with lupus and healthy controls, the lupus risk allele of rs11889341 was associated with increased STAT1 expression. We demonstrated that the transcription factor HMGA1, a member of the HMG transcription factor family with an AT-hook DNA-binding domain, has enriched binding to the risk allele compared with the non-risk allele of rs11889341. We identified a genotype-dependent repressive element in the DNA within the intron of STAT4 surrounding rs11889341. Consistent with expression quantitative trait locus (eQTL) analysis, the lupus risk allele of rs11889341 decreased the activity of this putative repressor. Altogether, we present a plausible molecular mechanism for increased lupus risk at the STAT1-STAT4 locus in which the risk allele of rs11889341, the most probable causal variant, leads to elevated STAT1 expression in B cells due to decreased repressor activity mediated by increased binding of HMGA1.


Assuntos
Alelos , Lúpus Eritematoso Sistêmico/genética , Polimorfismo Genético , Locos de Características Quantitativas , Fator de Transcrição STAT1/genética , Fator de Transcrição STAT4/genética , Feminino , Humanos , Lúpus Eritematoso Sistêmico/epidemiologia , Masculino , Fatores de Risco
12.
Value Health ; 23(10): 1281-1285, 2020 10.
Artigo em Inglês | MEDLINE | ID: mdl-33032770

RESUMO

OBJECTIVE: Evaluate the effect of intravenous golimumab on health-related quality of life (HRQoL) in patients with ankylosing spondylitis (AS) through week 28 of the phase III, multicenter, randomized, double-blind, placebo-controlled GO-ALIVE study. METHODS: Adult patients (n = 208) were randomized to IV golimumab 2 mg/kg (n = 105) at weeks 0, 4, and 12 and every 8 weeks or placebo (n = 103) at weeks 0, 4, and 12, with crossover to golimumab 2mg/kg at weeks 16, 20, and every 8 weeks. General HRQoL was evaluated using the Short Form Health Survey (SF-36) Physical Component Summary/Mental Component Summary (PCS/MCS), and the EQ VAS, and AS disease-specific HRQoL was assessed using the Ankylosing Spondylitis Quality of Life (ASQoL) instrument. RESULTS: Mean improvements from baseline in SF-36 PCS were greater in the golimumab group versus the placebo group at weeks 8 and 16 (6.8 vs 2.1 and 8.5 vs 2.9, respectively; P < .001); similar results were observed for SF-36 MCS (5.6 vs 1.7 and 6.5 vs 0.8, respectively; P < .001). Mean improvement in each of 8 subscale scores of the SF-36 were also greater for golimumab-treated patients versus placebo at weeks 8 and 16. Mean improvements in EQ VAS and ASQoL were greater in the golimumab group versus placebo at week 8 and week 16. Greater proportions of golimumab-treated patients had clinically meaningful improvement in SF-36 PCS, SF-36 MCS, EQ VAS, and ASQoL at weeks 8 and 16; improvements in SF-36 PCS/MCS, EQ VAS, and ASQoL were maintained through week 28. CONCLUSIONS: Golimumab-treated patients had greater mean improvements in HRQoL measures compared with placebo through week 16. Clinically meaningful improvements were observed as early as week 8 and continued through week 28.


Assuntos
Anti-Inflamatórios/uso terapêutico , Anticorpos Monoclonais/uso terapêutico , Espondilite Anquilosante/tratamento farmacológico , Adulto , Anti-Inflamatórios/administração & dosagem , Anticorpos Monoclonais/administração & dosagem , Método Duplo-Cego , Feminino , Humanos , Infusões Intravenosas , Masculino , Qualidade de Vida , Fatores de Tempo
13.
Qual Life Res ; 29(11): 3155-3166, 2020 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-32607793

RESUMO

PURPOSE: The ankylosing spondylitis quality of life (ASQoL) instrument is widely used to assess health-related quality of life in patients with ankylosing spondylitis (AS). We assessed the relevance of the ASQoL items in patients with non-radiographic axial spondyloarthritis (nr-axSpA), a distinct subgroup within the axSpA disease spectrum. METHODS: This observational, cross-sectional, qualitative interview study recruited patients from clinic settings. Interviews from patients with axSpA who participated in a prior qualitative study were also used. Patients initially underwent a concept elicitation interview using open-ended questions to evaluate relevance of the concepts measured by the ASQoL. They then completed the ASQoL and underwent a cognitive interview to assess their understanding of the items, instructions and response options. Transcripts from patients who participated in the previous qualitative study (who did not complete the ASQoL or undergo cognitive interview) were evaluated to identify expressions of the concepts in the ASQoL. RESULTS: A total of 18 patients with nr-axSpA participated. The concept elicitation interview findings supported the relevance of the ASQoL items. Cognitive interviews determined that the ASQoL was easily understood; the 13 new patients chose a response for each item that matched their experience with nr-axSpA. Transcripts for the five previously interviewed patients confirmed the concepts presented in the ASQoL items were relevant and important to their experience of living with nr-axSpA. CONCLUSIONS: Our results represent an important first step in confirming the relevance of the concepts in the ASQoL to patients with nr-axSpA, supporting quantitative assessment of ASQoL validity in this population.


Assuntos
Qualidade de Vida/psicologia , Espondilite Anquilosante/psicologia , Adulto , Estudos Transversais , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Adulto Jovem
14.
J Biopharm Stat ; 30(1): 160-177, 2020.
Artigo em Inglês | MEDLINE | ID: mdl-31730441

RESUMO

Evaluating the association between diseases and the longitudinal pattern of pharmacological therapy has become increasingly important. However, in many longitudinal studies, self-reported medication usage data collected at patients' follow-up visits could be missing for various reasons. These pieces of missing or inaccurate/untenable information complicate determining the trajectory of medication use and its complete effects for patients. Although longitudinal models can deal with specific types of missing data, inappropriate handling of this issue can lead to a biased estimation of regression parameters especially when missing data mechanisms are complex and depend upon multiple sources of variation. We propose a latent class-based multiple imputation (MI) approach using a Bayesian quantile regression (BQR) that incorporates cluster of unobserved heterogeneity for medication usage data with intermittent missing values. Findings from our simulation study indicate that the proposed method performs better than traditional MI methods under certain scenarios of data distribution. We also demonstrate applications of the proposed method to data from the Prospective Study of Outcomes in Ankylosing Spondylitis (AS) cohort when assessing an association between longitudinal nonsteroidal anti-inflammatory drugs (NSAIDs) usage and radiographic damage in AS, while the longitudinal NSAID index data are intermittently missing.


Assuntos
Tratamento Farmacológico/estatística & dados numéricos , Projetos de Pesquisa/estatística & dados numéricos , Anti-Inflamatórios não Esteroides/uso terapêutico , Teorema de Bayes , Interpretação Estatística de Dados , Humanos , Estudos Longitudinais , Espondilite Anquilosante/diagnóstico por imagem , Espondilite Anquilosante/tratamento farmacológico , Fatores de Tempo , Resultado do Tratamento
15.
Rheumatol Int ; 40(7): 1053-1061, 2020 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-32166439

RESUMO

OBJECTIVES: Although cross-sectional studies have shown that ankylosing spondylitis-specific factors correlate with depressive symptom severity, the association of these factors over time is unresolved. We examined the demographic and clinical factors associated with longitudinal depressive symptom severity in AS patients. METHODS: We analyzed sociodemographic, clinical, behavioral and medication data from 991 patients from the Prospective Study of Outcomes in Ankylosing spondylitis cohort, and measured depression severity with the Center for Epidemiological Studies Depression (CES-D) Scale administered at approximately 6-month visit intervals. Multivariable longitudinal negative binomial regression models were conducted using generalized estimating equation modeling to assess the demographic, clinical, and medication-related factors associated with depression severity by CES-D scores over time. RESULTS: The median baseline CES-D score (possible range 0-60) was 10.0 (interquartile range = 5, 17). In longitudinal multivariable analyses, higher CES-D scores were associated with longitudinal smoking, greater functional impairment, greater disease activity, self-reported depression, and poor global health scores. Marital status (e.g., being married) was associated with lower CES-D. Adjusted mean CES-D scores in our model decreased over time, with a significant interaction between time and gender observed. CONCLUSION: This study identified longitudinal clinical factors such as greater disease activity, greater functional impairment, and poor global health to be associated with longitudinal depression severity. These factors are potentially modifiable and may help manage depressive symptoms in AS.


Assuntos
Depressão/psicologia , Espondilite Anquilosante/psicologia , Atividades Cotidianas , Adulto , Analgésicos Opioides/uso terapêutico , Anti-Inflamatórios não Esteroides/uso terapêutico , Antidepressivos/uso terapêutico , Estudos de Coortes , Depressão/tratamento farmacológico , Feminino , Humanos , Estudos Longitudinais , Masculino , Pessoa de Meia-Idade , Fármacos Neuromusculares/uso terapêutico , Índice de Gravidade de Doença , Espondilite Anquilosante/tratamento farmacológico , Espondilite Anquilosante/fisiopatologia , Inibidores do Fator de Necrose Tumoral/uso terapêutico
16.
Mol Med ; 25(1): 25, 2019 06 13.
Artigo em Inglês | MEDLINE | ID: mdl-31195969

RESUMO

BACKGROUND: Tumor necrosis factor (TNF) blockers have a high efficacy in treating Ankylosing Spondylitis (AS), yet up to 40% of AS patients show poor or even no response to this treatment. In this paper, we aim to build an approach to predict the response prior to clinical treatment. METHODS: AS patients during the active progression were included and treated with TNF blocker for 3 months. Patients who do not fulfill ASASAS40 were considered as poor responders. The Immunoglobulin G galactosylation (IgG-Gal) ratio representing the quantity of IgG galactosylation was calculated and candidate single nucleotide polymorphisms (SNPs) in patients treated with etanercept was obtained. Machine-learning models and cross-validation were conducted to predict responsiveness. RESULTS: Both IgG-Gal ratio at each time point and differential IgG-Gal ratios between week 0 and weeks 2, 4, 8, 12 showed significant difference between responders and poor-responders. Area under curve (AUC) of the IgG-Gal ratio prediction model was 0.8 after cross-validation, significantly higher than current clinical indexes (C-reactive protein (CRP) = 0.65, erythrocyte sedimentation rate (ESR) = 0.59). The SNP MYOM2-rs2294066 was found to be significantly associated with responsiveness of etanercept treatment. A three-stage approach consisting of baseline IgG-Gal ratio, differential IgG-Gal ratio in 2 weeks, and rs2294066 genotype demonstrated the ability to precisely predict the response of anti-TNF therapy (100% for poor-responders, 98% for responders). CONCLUSIONS: Combination of different omics can more precisely to predict the response of TNF blocker and it is potential to be applied clinically in the future.


Assuntos
Conectina/genética , Imunoglobulina G/metabolismo , Polimorfismo de Nucleotídeo Único/genética , Espondilite Anquilosante/tratamento farmacológico , Espondilite Anquilosante/genética , Fator de Necrose Tumoral alfa/metabolismo , Adulto , Antirreumáticos/uso terapêutico , Sedimentação Sanguínea/efeitos dos fármacos , Etanercepte/uso terapêutico , Feminino , Genótipo , Glicosilação , Humanos , Masculino , Pessoa de Meia-Idade , Fator de Necrose Tumoral alfa/antagonistas & inibidores
17.
Ann Rheum Dis ; 78(11): 1583-1591, 2019 11.
Artigo em Inglês | MEDLINE | ID: mdl-31439591

RESUMO

OBJECTIVES: There is considerable evidence that implicates dysregulation of type I interferon signalling (or type I IFN signature) in the pathogenesis of systemic sclerosis (SSc). Interferon regulatory factor 7 (IRF7) has been recognised as a master regulator of type I IFN signalling. The objective of this study was to elucidate the role of IRF7 in dermal fibrosis and SSc pathogenesis. METHODS: SSc and healthy control skin biopsies were investigated to determine IRF7 expression and activation. The role of IRF7 in fibrosis was investigated using IRF7 knockout (KO) mice in the bleomycin-induced and TSK/+mouse models. In vitro experiments with dermal fibroblasts from patients with SSc and healthy controls were performed. RESULTS: IRF7 expression was significantly upregulated and activated in SSc skin tissue and explanted SSc dermal fibroblasts compared with unaffected, matched controls. Moreover, IRF7 expression was stimulated by IFN-α in dermal fibroblasts. Importantly, IRF7 co-immunoprecipitated with Smad3, a key mediator of transforming growth factor (TGF)-ß signalling, and IRF7 knockdown reduced profibrotic factors in SSc fibroblasts. IRF7 KO mice demonstrated attenuated dermal fibrosis and inflammation compared with wild-type mice in response to bleomycin. Specifically, hydroxyproline content, dermal thickness as well as Col1a2, ACTA2 and interleukin-6 mRNA levels were significantly attenuated in IRF7 KO mice skin tissue. Furthermore, IRF7 KO in TSK/+mice attenuated hydroxyproline content, subcutaneous hypodermal thickness, Col1a2 mRNA as well as α-smooth muscle actin and fibronectin expression. CONCLUSIONS: IRF7 is upregulated in SSc skin, interacts with Smad3 and potentiates TGF-ß-mediated fibrosis, and therefore may represent a promising therapeutic target in SSc.


Assuntos
Inflamação/genética , Fator Regulador 7 de Interferon/metabolismo , Escleroderma Sistêmico/genética , Escleroderma Sistêmico/patologia , Pele/patologia , Animais , Bleomicina , Modelos Animais de Doenças , Fibroblastos/metabolismo , Fibrose , Humanos , Camundongos , Camundongos Knockout , Escleroderma Sistêmico/induzido quimicamente , Transdução de Sinais/genética , Proteína Smad3/metabolismo , Fator de Crescimento Transformador beta/metabolismo , Regulação para Cima
18.
Ann Rheum Dis ; 78(1): 66-73, 2019 01.
Artigo em Inglês | MEDLINE | ID: mdl-30341055

RESUMO

OBJECTIVE: To examine associations of HLA class I and class II alleles with ankylosing spondylitis (AS) in three cohorts of patients of European, Asian and African ancestry. METHODS: HLA-A, HLA-B, HLA-C, HLA-DRB1, HLA-DQB1 and HLA-DPB1 alleles were genotyped in 1948 unrelated white and 67 African-American patients with AS from the Prospective Study of Outcomes in Ankylosing Spondylitis cohort, the North American Spondylitis Consortium and Australo-Anglo-American Spondyloarthritis Consortium, 990 white and 245 African-American Controls and HLA-B alleles in 442 Han Chinese patients with AS and 346 controls from Shanghai and Gansu, China. In addition to the case:control analyses, HLA-B*27-negative patients with AS were analysed separately, and logistic regression and 'relative predispositional effects' (RPE) analyses were carried out to control for the major effect of HLA-B*27 on disease susceptibility. RESULTS: Although numerous associations were seen between HLA alleles and AS in whites, among HLA-B*27-negative patients with AS , positive associations were seen with HLA-A*29, B*38, B*49, B*52, DRB1*11 and DPB1*03:01 and negative associations with HLA-B*07, HLA-B*57, HLA-DRB1*15:01, HLA-DQB1*02:01 and HLA-DQB1*06:02. Additional associations with HLA-B*14 and B*40 (B60) were observed via RPE analysis, which excludes the HLA-B*27 alleles. The increased frequency of HLA-B*40:01 and decreased frequency of HLA-B*07 was also seen in Han Chinese and African-Americans with AS. HLA-B*08 was decreased in whites with acute anterior uveitis. CONCLUSIONS: These data, analysing the largest number of patients with AS examined to date in three ethnic groups, confirm that other HLA class I and II alleles other than HLA-B*27 to be operative in AS predisposition.


Assuntos
Predisposição Genética para Doença/genética , Antígenos de Histocompatibilidade Classe II/análise , Antígenos de Histocompatibilidade Classe I/análise , Grupos Raciais/genética , Espondilite Anquilosante/genética , Adulto , Alelos , Povo Asiático/genética , População Negra/genética , Feminino , Predisposição Genética para Doença/etnologia , Humanos , Masculino , Espondilite Anquilosante/etnologia , População Branca/genética
19.
Am J Hum Genet ; 96(5): 731-9, 2015 May 07.
Artigo em Inglês | MEDLINE | ID: mdl-25865496

RESUMO

Genetic variants at chromosomal region 11q23.3, near the gene ETS1, have been associated with systemic lupus erythematosus (SLE), or lupus, in independent cohorts of Asian ancestry. Several recent studies have implicated ETS1 as a critical driver of immune cell function and differentiation, and mice deficient in ETS1 develop an SLE-like autoimmunity. We performed a fine-mapping study of 14,551 subjects from multi-ancestral cohorts by starting with genotyped variants and imputing to all common variants spanning ETS1. By constructing genetic models via frequentist and Bayesian association methods, we identified 16 variants that are statistically likely to be causal. We functionally assessed each of these variants on the basis of their likelihood of affecting transcription factor binding, miRNA binding, or chromatin state. Of the four variants that we experimentally examined, only rs6590330 differentially binds lysate from B cells. Using mass spectrometry, we found more binding of the transcription factor signal transducer and activator of transcription 1 (STAT1) to DNA near the risk allele of rs6590330 than near the non-risk allele. Immunoblot analysis and chromatin immunoprecipitation of pSTAT1 in B cells heterozygous for rs6590330 confirmed that the risk allele increased binding to the active form of STAT1. Analysis with expression quantitative trait loci indicated that the risk allele of rs6590330 is associated with decreased ETS1 expression in Han Chinese, but not other ancestral cohorts. We propose a model in which the risk allele of rs6590330 is associated with decreased ETS1 expression and increases SLE risk by enhancing the binding of pSTAT1.


Assuntos
Predisposição Genética para Doença , Lúpus Eritematoso Sistêmico/genética , Proteína Proto-Oncogênica c-ets-1/genética , Fator de Transcrição STAT1/genética , Alelos , Animais , Povo Asiático , Teorema de Bayes , Genótipo , Haplótipos , Humanos , Camundongos , Ligação Proteica , Proteína Proto-Oncogênica c-ets-1/metabolismo , Fator de Transcrição STAT1/metabolismo
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