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1.
Rheumatology (Oxford) ; 62(4): 1706-1710, 2023 04 03.
Artigo em Inglês | MEDLINE | ID: mdl-36205597

RESUMO

OBJECTIVES: MTX is the recommended first-line treatment for RA associated with folic acid (FA) to reduce side effects related to MTX. Here, we proposed to test a co-administration of MTX with FA in the rat adjuvant-induced arthritis (AIA) on efficacy. MATERIAL AND METHODS: AIA was induced in female Lewis rats and treated with MTX in three groups. The first group of rats received only MTX (n = 13), whereas the second received MTX and FA on the same day (n = 14). The third group received FA one day after MTX (n = 14). Arthritic index (AI), ankle circumference (AC), ankle microcomputed tomography, and blood tests assessed arthritis severity and MTX tolerance. RESULTS: AI and AC were similar in MTX groups at various time points. Bone erosion and bone loss parameters were similar in all groups. MTX-PG1 was found at similar levels in various MTX groups and correlated negatively with arthritis severity. Finally, haematology and metabolic parameters were found at a similar level in MTX groups. CONCLUSION: Co-administration of MTX with FA on the same day did not reduce efficacy compared with FA application one day after MTX. Thus, co-administration of MTX and FA could be more convenient and improve compliance in patients.


Assuntos
Artrite Experimental , Metotrexato , Feminino , Ratos , Animais , Metotrexato/uso terapêutico , Ácido Fólico/uso terapêutico , Microtomografia por Raio-X , Ratos Endogâmicos Lew , Artrite Experimental/metabolismo
2.
Entropy (Basel) ; 25(3)2023 Feb 25.
Artigo em Inglês | MEDLINE | ID: mdl-36981305

RESUMO

In this work, the balance equations of non-equilibrium thermodynamics are coupled to Galilean limit systems of the Maxwell equations, i.e., either to (i) the quasi-electrostatic limit or (ii) the quasi-magnetostatic limit. We explicitly consider a volume Ω, which is divided into Ω+ and Ω- by a possibly moving singular surface S, where a charged reacting mixture of a viscous medium can be present on each geometrical entity (Ω+,S,Ω-). By the restriction to the Galilean limits of the Maxwell equations, we achieve that only subsystems of equations for matter and electromagnetic fields are coupled that share identical transformation properties with respect to observer transformations. Moreover, the application of an entropy principle becomes more straightforward and finally helps estimate the limitations of the more general approach based the full set of Maxwell equations. Constitutive relations are provided based on an entropy principle, and particular care is taken in the analysis of the stress tensor and the momentum balance in the general case of non-constant scalar susceptibility. Finally, we summarise the application of the derived model framework to an electrochemical system with surface reactions.

3.
Ann Rheum Dis ; 2022 Jun 13.
Artigo em Inglês | MEDLINE | ID: mdl-35697487

RESUMO

INTRODUCTION: Commercial assays measuring antibodies to citrullinated protein/peptide (ACPA) show poor quantitative agreement. The diagnostic industry has never adopted the International Union of Immunological Societies-Centers for Disease Control and Prevention (IUIS-CDC) ACPA reference standard. Recently, the National Institute for Biological Standards and Control (NIBSC) prepared a new candidate ACPA standard (18/204). We evaluated both reference materials using different commercially available ACPA assays. MATERIALS AND METHODS: This is an international study in which the NIBSC candidate ACPA standard and the IUIS-CDC ACPA reference material were analysed together with 398 diagnostic samples from individuals with rheumatoid arthritis (RA) and in 1073 individuals who did not have RA using nine commercial ACPA assays. RESULTS: For both reference materials and samples from individuals with RA and individuals who did not have RA, there were large differences in quantitative ACPA results between assays. For most assays, values for the IUIS-CDC standard were lower than values for NIBSC 18/204 and the IUIS-CDC/NIBSC ratio was comparable for several, but not all assays. When NIBSC 18/204 was used as a calibrator, an improvement in alignment of ACPA results across several of the evaluated assays was obtained. Moreover, NIBSC 18/204 could align clinical interpretation for some but not all assays. CONCLUSION: Adoption of an international standard for ACPA determination is highly desirable. The candidate NIBSC 18/204 standard improved the standardisation and alignment of most ACPA assays and might therefore be recommended to be used as reference in commercial assays.

4.
Clin Chem Lab Med ; 60(10): 1617-1626, 2022 09 27.
Artigo em Inglês | MEDLINE | ID: mdl-35790193

RESUMO

OBJECTIVES: Rheumatoid factor (RF) is a well-established marker for the diagnosis and classification of rheumatoid arthritis (RA). Most studies evaluated IgM RF or isotype-nonspecific total RF assays. We evaluated the added value of IgA RF in this context. METHODS: An international sample cohort consisting of samples from 398 RA patients and 1073 controls was tested for IgA RF with 3 commercial assays. For all RA patients and 100 controls essential clinical and serological data for ACR/EULAR classification were available. RESULTS: The sensitivity of IgA RF for diagnosing RA was lower than the sensitivity of IgM RF. Differences in numerical values between IgA RF assays were observed. With all assays, the highest IgA RF values were found in patients with primary Sjögren's syndrome. Double positivity for IgM RF and IgA RF had a higher specificity for RA than either IgM RF or IgA RF. The sensitivity of double positivity was lower than the sensitivity of either IgA RF or IgM RF. Single positivity for IgA RF was at least as prevalent in controls than in RA patients. Adding IgA RF to IgM RF and anti-citrullinated protein antibodies (ACPA) did not affect RA classification. However, combined positivity for IgA RF, IgM RF and IgG ACPA had a higher specificity and lower sensitivity for RA classification than positivity for either of the antibodies. CONCLUSIONS: IgA RF showed a lower sensitivity than IgM RF. Combining IgA RF with IgM RF and ACPA did not improve sensitivity of RA classification. Combined positivity (IgA-RF/IgM-RF/ACPA) increased specificity.


Assuntos
Artrite Reumatoide , Imunoglobulina A , Imunoglobulina M , Fator Reumatoide , Artrite Reumatoide/diagnóstico , Humanos , Imunoglobulina A/química , Imunoglobulina M/química , Peptídeos Cíclicos , Fator Reumatoide/metabolismo , Sensibilidade e Especificidade
5.
Rheumatology (Oxford) ; 58(9): 1585-1596, 2019 09 01.
Artigo em Inglês | MEDLINE | ID: mdl-30877773

RESUMO

OBJECTIVES: We aimed to assess the safety and immunogenicity of a diphtheria/tetanus vaccine booster dose in three different patient groups with rheumatic diseases on a variety of immunosuppressive/immunomodulatory medications compared with healthy controls (HCs). METHODS: We conducted a multi-centre prospective cohort study in Switzerland. We enrolled patients with RA, axial SpA/PsA, vasculitis (Behçet's disease, ANCA-associated vasculitis) and HCs. Diphtheria/tetanus vaccination was administered according to the Swiss vaccination recommendations. Blood samples were drawn before vaccination, and 1 month and 3 months afterwards. Antibody concentrations against vaccine antigens were measured by ELISA. Immunogenicity was compared between patient and medication groups. A mixed model was applied for multivariate analysis. Missing data were dealt with using multiple imputation. RESULTS: Between January 2014 and December 2015, we enrolled 284 patients with rheumatic diseases (131 RA, 114 SpA/PsA, 39 vasculitis) and 253 HCs. Of the patients, 89% were on immunosuppressive/immunomodulatory medication. Three months post-vaccination 100% of HCs vs 98% of patients were protected against tetanus and 84% vs 73% against diphtheria. HCs and SpA/PsA patients had significantly higher responses than RA and vasculitis patients. Assessing underlying diseases and medications in a multivariate model, rituximab was the only factor negatively influencing tetanus immunogenicity, whereas only MTX treatment had a negative influence on diphtheria antibody responses. No vaccine-related serious adverse events were recorded. CONCLUSION: Diphtheria/tetanus booster vaccination was safe. Tetanus vaccination was immunogenic; the diphtheria component was less immunogenic. Vaccine responses were blunted by rituximab and MTX. TRIAL REGISTRATION: ClinicalTrials.gov, http://clinicaltrials.gov, Identifier: NCT01947465.


Assuntos
Anticorpos Antibacterianos/biossíntese , Vacina contra Difteria e Tétano/efeitos adversos , Imunogenicidade da Vacina/efeitos dos fármacos , Doenças Reumáticas/imunologia , Adolescente , Adulto , Idoso , Idoso de 80 Anos ou mais , Clostridium tetani/imunologia , Corynebacterium diphtheriae/imunologia , Difteria/prevenção & controle , Vacina contra Difteria e Tétano/imunologia , Feminino , Humanos , Imunização Secundária , Imunogenicidade da Vacina/imunologia , Imunossupressores/farmacologia , Imunossupressores/uso terapêutico , Masculino , Pessoa de Meia-Idade , Estudos Prospectivos , Doenças Reumáticas/tratamento farmacológico , Tétano/prevenção & controle , Vacinação , Adulto Jovem
6.
Entropy (Basel) ; 20(12)2018 Dec 06.
Artigo em Inglês | MEDLINE | ID: mdl-33266663

RESUMO

We propose a modeling framework for magnetizable, polarizable, elastic, viscous, heat conducting, reactive mixtures in contact with interfaces. To this end, we first introduce bulk and surface balance equations that contain several constitutive quantities. For further modeling of the constitutive quantities, we formulate constitutive principles. They are based on an axiomatic introduction of the entropy principle and the postulation of Galilean symmetry. We apply the proposed formalism to derive constitutive relations in a rather abstract setting. For illustration of the developed procedure, we state an explicit isothermal material model for liquid electrolyte|metal electrode interfaces in terms of free energy densities in the bulk and on the surface. Finally, we give a survey of recent advancements in the understanding of electrochemical interfaces that were based on this model.

7.
Ann Rheum Dis ; 75(3): 532-9, 2016 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-25667205

RESUMO

OBJECTIVES: To investigate the impact of smoking on the response to treatment with a first tumour necrosis factor inhibitor (TNFi) in patients with axial spondyloarthritis (axSpA) in a real-life cohort. METHODS: Patients fulfilling the Assessment of SpondyloArthritis international Society (ASAS) classification criteria for axSpA in the Swiss Clinical Quality Management Cohort were included in this study. The potential association between smoking status and differential response to TNFi in terms of the Bath Ankylosing Spondylitis Disease Activity Index (BASDAI) and the Ankylosing Spondylitis Disease Activity Score (ASDAS) was analysed using multiple adjusted longitudinal mixed effect models. Binary response rates at 1 year were assessed with multiple adjusted logistic analyses. RESULTS: A first TNFi was initiated in 698 patients with axSpA with available smoking status and a baseline or follow-up BASDAI assessment, of which 490 (70%) had complete covariate data. In comparison to non-smokers, current smokers demonstrated significantly smaller reductions in BASDAI and ASDAS scores upon treatment with TNFi (0.75 BASDAI units and 0.69 ASDAS units less, p=0.005 and 0.001, respectively) for patients with elevated baseline C-reactive protein (CRP) level. This effect was numerically smaller in patients with normal CRP. The odds for reaching a 50% improvement in BASDAI response or the ASAS criteria for 40% improvement after 1 year were significantly lower in current smokers than in non-smokers (0.54, 95% CI 0.31 to 0.95, p=0.03 and 0.43, 95% CI 0.24 to 0.76, p=0.004, respectively). CONCLUSIONS: Current smoking is associated with an impaired response to TNFi in axSpA.


Assuntos
Antirreumáticos/uso terapêutico , Fumar/epidemiologia , Espondilite Anquilosante/tratamento farmacológico , Fator de Necrose Tumoral alfa/antagonistas & inibidores , Adalimumab/uso terapêutico , Adulto , Anticorpos Monoclonais/uso terapêutico , Sedimentação Sanguínea , Proteína C-Reativa/metabolismo , Certolizumab Pegol/uso terapêutico , Etanercepte/uso terapêutico , Feminino , Humanos , Infliximab/uso terapêutico , Modelos Logísticos , Masculino , Pessoa de Meia-Idade , Índice de Gravidade de Doença , Espondiloartropatias/sangue , Espondiloartropatias/tratamento farmacológico , Espondiloartropatias/epidemiologia , Espondilite Anquilosante/sangue , Espondilite Anquilosante/epidemiologia , Resultado do Tratamento
8.
Phys Chem Chem Phys ; 18(36): 24966-83, 2016 Sep 28.
Artigo em Inglês | MEDLINE | ID: mdl-27560993

RESUMO

Electron transfer reactions are commonly described by the phenomenological Butler-Volmer equation which has its origin in kinetic theories. The Butler-Volmer equation relates interfacial reaction rates to bulk quantities like the electrostatic potential and electrolyte concentrations. Although the general structure of the equation is well accepted, for modern electrochemical systems like batteries and fuel cells there is still intensive discussion about the specific dependencies of the coefficients. A general guideline for the derivation of Butler-Volmer type equations is missing in the literature. We derive very general relations of Butler-Volmer structure which are based on a rigorous non-equilibrium thermodynamic model and allow for adaption to a wide variety of electrochemical systems. We discuss the application of the new thermodynamic approach to different scenarios like the classical electron transfer reactions at metal electrodes and the intercalation process in lithium-iron-phosphate electrodes. Furthermore we show that under appropriate conditions also adsorption processes can lead to Butler-Volmer equations. We illustrate the application of our theory by a strongly simplified example of electroplating.

9.
Phys Chem Chem Phys ; 17(40): 27176-94, 2015 Oct 28.
Artigo em Inglês | MEDLINE | ID: mdl-26415592

RESUMO

We consider the contact between an electrolyte and a solid electrode. At first we formulate a thermodynamic consistent model that resolves boundary layers at interfaces. The model includes charge transport, diffusion, chemical reactions, viscosity, elasticity and polarization under isothermal conditions. There is a coupling between these phenomena that particularly involves the local pressure in the electrolyte. Therefore the momentum balance is of major importance for the correct description of the boundary layers. The width of the boundary layers is typically very small compared to the macroscopic dimensions of the system. In the second step we thus apply the method of asymptotic analysis to derive a simpler reduced bulk model that already incorporates the electrochemical properties of the double layers into a set of new boundary conditions. With the reduced model, we analyze the double layer capacitance for a metal-electrolyte interface.

10.
Arthritis Rheum ; 65(12): 3096-106, 2013 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-23983141

RESUMO

OBJECTIVE: To evaluate the baseline characteristics of patients with radiographic axial spondyloarthritis (SpA; ankylosing spondylitis [AS]) and patients with nonradiographic axial SpA, to investigate determinants of anti-tumor necrosis factor (anti-TNF) agent prescription on the background of a nonrestrictive reimbursement policy, and to assess the response to TNF inhibition. METHODS: We compared the characteristics of radiographic axial SpA and nonradiographic axial SpA in 1,070 patients from the Swiss Clinical Quality Management (SCQM) Cohort who fulfilled the Assessment of SpondyloArthritis international Society (ASAS) classification criteria for axial SpA. By taking advantage of the situation that patients who are eligible for anti-TNF treatment are preferentially enrolled in the SCQM Cohort for patients with AS/axial SpA, we explored parameters leading to the initiation of anti-TNF treatment in single and multiple regression models and assessed treatment responses. RESULTS: We confirmed a similar burden of disease (as determined by self-reported disease activity, impaired function, and quality of life) in patients with nonradiographic axial SpA (n = 232) and those with radiographic axial SpA (n = 838). Patients with radiographic axial SpA had higher median levels of acute-phase reactants and higher median AS Disease Activity Scores (ASDAS; 3.2 versus 3.0). Anti-TNF treatment was initiated in 363 patients with radiographic axial SpA and 102 patients with nonradiographic axial SpA, preferentially in those with sacroiliitis on magnetic resonance imaging, peripheral arthritis, a higher C-reactive protein (CRP) level, a higher ASDAS, and a higher Bath Ankylosing Spondylitis Disease Activity Index level. The ASAS criteria for 40% improvement responses at 1 year were higher in patients with radiographic axial SpA compared with those with nonradiographic axial SpA (48.1% versus 29.6%; odds ratio [OR] 2.2, 95% confidence interval [95% CI] 1.12-4.46, P = 0.02). The difference was smaller in the subgroups of patients with elevated baseline CRP levels (51.6% in patients with radiographic axial SpA versus 38.5% in those with nonradiographic axial SpA; OR 1.7, 95% CI 0.68-4.48, P = 0.29). CONCLUSION: The indications for treatment with anti-TNF agents were comparable for patients with radiographic axial SpA and those with nonradiographic axial SpA. With the exception of patients with elevated CRP levels at baseline, higher rates of response to TNF inhibition were achieved in the group of patients with radiographic axial SpA than in the group with nonradiographic axial SpA.


Assuntos
Antirreumáticos/uso terapêutico , Coluna Vertebral/efeitos dos fármacos , Espondilartrite/tratamento farmacológico , Espondilite Anquilosante/tratamento farmacológico , Fator de Necrose Tumoral alfa/antagonistas & inibidores , Adulto , Idoso , Antirreumáticos/farmacologia , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Qualidade de Vida , Radiografia , Coluna Vertebral/diagnóstico por imagem , Espondilartrite/diagnóstico por imagem , Espondilite Anquilosante/diagnóstico por imagem
11.
Clin Exp Rheumatol ; 31(5): 723-30, 2013.
Artigo em Inglês | MEDLINE | ID: mdl-23806224

RESUMO

OBJECTIVES: Booster vaccination against 2009 H1N1 influenza virus was recommended for rheumatologic patients under immunosuppressive therapy during the 2009/2010 H1N1 pandemic. In this study we assessed whether B cell depletion with rituximab influences of the antiviral immune response in 2009 H1N1 influenza virus-vaccinated patients. METHODS: Influenza virus-specific immune responses were analysed after the first and a booster vaccination with pandemrixTM in sixteen consecutive rituximab-treated patients with different rheumatic autoimmune disorders. Antibody titers were determined by a haemagglutination-inhibition assay and virus-specific T cell responses were evaluated by a flow cytometry-based intracellular cytokine-secretion assay. Patients showing clinical symptoms of influenza infection were excluded from this study. RESULTS: Two out of seven patients with low (<10%) and four out of nine with normal (>10%) B cells developed significant antibody responses after the first vaccination. Booster vaccination led to an antibody response in one additional patient. After the first vaccination, virus-specific CD4+ and CD8+ T cell responses were significantly lower in patients with low B cells than in those with normal B cells. Of importance, the booster vaccination stimulated the antiviral T cell response only in patients with low B cells. CONCLUSIONS: In the absence of a significant effect of booster vaccinations against 2009 H1N1 influenza virus on the humoral immune response in B cell-depleted patients with autoimmune rheumatic diseases, enhanced antiviral T cell responses in patients with low B cells indicate that T cells, maybe, compensate for the impaired humoral immunity in these patients.


Assuntos
Anticorpos Monoclonais Murinos/uso terapêutico , Doenças Autoimunes/tratamento farmacológico , Linfócitos B/efeitos dos fármacos , Imunossupressores/uso terapêutico , Vírus da Influenza A Subtipo H1N1/imunologia , Vacinas contra Influenza/imunologia , Influenza Humana/prevenção & controle , Depleção Linfocítica , Doenças Reumáticas/tratamento farmacológico , Linfócitos T/efeitos dos fármacos , Adulto , Idoso , Anticorpos Monoclonais Murinos/efeitos adversos , Anticorpos Antivirais/sangue , Doenças Autoimunes/sangue , Doenças Autoimunes/imunologia , Linfócitos B/imunologia , Linfócitos B/virologia , Biomarcadores/sangue , Distribuição de Qui-Quadrado , Feminino , Humanos , Imunidade Humoral/efeitos dos fármacos , Imunização Secundária , Imunossupressores/efeitos adversos , Influenza Humana/imunologia , Influenza Humana/virologia , Masculino , Pessoa de Meia-Idade , Doenças Reumáticas/sangue , Doenças Reumáticas/imunologia , Rituximab , Linfócitos T/imunologia , Linfócitos T/virologia , Fatores de Tempo , Adulto Jovem
12.
Phys Chem Chem Phys ; 15(19): 7075-86, 2013 May 21.
Artigo em Inglês | MEDLINE | ID: mdl-23552613

RESUMO

This is a study on electrolytes that takes a thermodynamically consistent coupling between mechanics and diffusion into account. It removes some inherent deficiencies of the popular Nernst-Planck model. A boundary problem for equilibrium processes is used to illustrate the features of the new model.

13.
Cytometry A ; 81(10): 883-7, 2012 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-22961692

RESUMO

Several patients with cryoglobulin (CG) associated symptoms are seronegative for CG and other potentially causative biomarkers. We analyzed whether it is possible to detect cryoprecipitates by flow cytometry and whether the sensitivity of their demonstration can be increased as compared to visual inspection. Sera from 91 patients with suspected CG associated symptoms and 33 healthy controls were examined for the presence of CG by conventional visual testing and by flow cytometry for small diffracting particles. For calibration purposes we tested lipid micelle dilutions (positive controls) by both methods. The minimum concentrations of lipid micelles to be detected by visual inspection and flow cytometry were 128.5 and 2.0 pg ml(-1), respectively. Among the 91 patients and 33 controls, only 1 patient serum was positive for CG by conventional testing. This sample was also positive on flow cytometry. In the serum of a patient known to be positive for CG, laser diffracting particles were quantified by flow cytometry after keeping serum at 4°C for 3 days. Of the 91 patients, 14 additional samples displayed cold precipitates which redissolved after rewarming during flow cytometry. All 15 (1 + 14) patients positive for CG on flow cytometry suffered from symptoms usually associated with CG. Some precipitates were labeled with anti IgG and IgM antibodies confirming that the particles detected by flow cytometry contained immunoglobulins. No small diffracting particles were detected in the sera of the 33 healthy controls. Flow cytometry is equally specific but much more sensitive in the detection of CG than visual inspection.


Assuntos
Crioglobulinemia/diagnóstico , Crioglobulinas/análise , Anticorpos Anti-Idiotípicos/sangue , Calibragem , Estudos de Casos e Controles , Crioglobulinemia/sangue , Crioglobulinemia/imunologia , Crioglobulinas/imunologia , Feminino , Citometria de Fluxo , Humanos , Imunoglobulina G/sangue , Imunoglobulina M/sangue , Lipídeos , Masculino , Micelas , Pessoa de Meia-Idade , Sensibilidade e Especificidade
14.
RMD Open ; 8(1)2022 03.
Artigo em Inglês | MEDLINE | ID: mdl-35321875

RESUMO

BACKGROUND: Rheumatoid factor (RF) and anti-citrullinated protein/peptide antibodies (ACPA) are important biomarkers for diagnosis of rheumatoid arthritis (RA). However, there is poor harmonisation of RF and ACPA assays. The aim of this study was to refine RF and ACPA interpretation across commercial assays. MATERIALS AND METHODS: Six total RF isotype-non-specific assays, 3 RF IgM isotype-specific assays and 9 ACPA immunoglobulin G assays of 13 different companies were evaluated using 398 diagnostic samples from patients with RA and 1073 disease controls. RESULTS: Using cut-offs proposed by the manufacturer, there was a large variability in diagnostic sensitivity and specificity between assays. Thresholds of antibody levels were determined based on predefined specificities and used to define test result intervals. Test result interval-specific likelihood ratios (LRs) were concordant across the different RF and ACPA assays. For all assays, the LR for RA increased with increasing antibody level. Higher LRs were found for ACPA than for RF. ACPA levels associated with LRs >80 were found in a substantial fraction (>22%) of patients with RA. CONCLUSION: Defining thresholds for antibody levels and assigning test result interval-specific LRs allows alignment of clinical interpretation for all RF and ACPA assays.


Assuntos
Artrite Reumatoide , Fator Reumatoide , Anticorpos Antiproteína Citrulinada , Artrite Reumatoide/diagnóstico , Humanos , Peptídeos , Sensibilidade e Especificidade
15.
PLoS One ; 16(6): e0252289, 2021.
Artigo em Inglês | MEDLINE | ID: mdl-34185794

RESUMO

BACKGROUND: Deep neural networks learn from former experiences on a large scale and can be used to predict future disease activity as potential clinical decision support. AdaptiveNet is a novel adaptive recurrent neural network optimized to deal with heterogeneous and missing clinical data. OBJECTIVE: We investigate AdaptiveNet for the prediction of individual disease activity in patients from a rheumatoid arthritis (RA) registry. METHODS: Demographic and disease characteristics from over 9500 patients and 65.000 visits from the Swiss Quality Management (SCQM) database were used to train and evaluate the network. Patient characteristics, clinical and patient reported outcomes, laboratory values and medication were used as input features. DAS28-BSR served as a target to predict active RA and future numeric individual disease activity by classification and regression. RESULTS: AdaptiveNet predicted active disease defined as DAS28-BSR >2.6 at the next visit with an overall accuracy of 75.6% (SD +- 0.7%) and a sensitivity and specificity of 84.2% (SD +- 1.6%) and 61.5% (SD +- 3.6%), respectively. Prediction performance was significantly higher in patients with a disease duration >3 years and positive rheumatoid factor. Regression allowed forecasting individual DAS28-BSR values with a mean squared error (MSE) of 0.9 (SD +- 0.05). This corresponds to a 8% deviation between estimated and real DAS28-BSR values. Compared to linear regression, random forest and support vector machines, AdaptiveNet showed an increased performance of over 7% in MSE. Medication played a minor role in the prediction of RA disease activity. CONCLUSION: AdaptiveNet has a superior capacity to predict numeric RA disease activity compared to classical machine learning architectures. All investigated models had limitations in low specificity.


Assuntos
Artrite Reumatoide/patologia , Antirreumáticos/uso terapêutico , Artrite Reumatoide/tratamento farmacológico , Feminino , Humanos , Modelos Lineares , Masculino , Pessoa de Meia-Idade , Redes Neurais de Computação , Estudos Prospectivos , Sistema de Registros , Sensibilidade e Especificidade , Índice de Gravidade de Doença , Máquina de Vetores de Suporte
16.
J Rheumatol ; 48(1): 48-57, 2021 01 01.
Artigo em Inglês | MEDLINE | ID: mdl-32238520

RESUMO

OBJECTIVE: To investigate whether tumor necrosis factor inhibitor (TNFi) combination therapy with conventional synthetic disease-modifying antirheumatic drugs (csDMARD) is more effective for psoriatic arthritis (PsA) and/or improves TNFi drug survival compared to TNFi monotherapy. METHODS: Five PsA biologics cohorts were investigated between 2000 and 2015: the ATTRA registry (Czech Republic); the Swiss Clinical Quality Management PsA registry; the Hellenic Registry of Biologics Therapies (Greece); the University of Bari PsA biologics database (Italy); and the Bath PsA cohort (UK). Drug persistence was analyzed using Kaplan-Meier and equality of survival using log-rank tests. Comparative effectiveness was investigated using logistic regression with propensity scores. Separate analyses were performed on (1) the combined Italian/Swiss cohorts for change in rate of Disease Activity Score in 28 joints (DAS28); and (2) the combined Italian, Swiss, and Bath cohorts for change in rate of Health Assessment Questionnaire (HAQ). RESULTS: In total, 2294 patients were eligible for the drug survival analysis. In the Swiss (P = 0.002), Greek (P = 0.021), and Bath (P = 0.014) databases, patients starting TNFi in combination with methotrexate had longer drug survival compared to monotherapy, while in Italy the monotherapy group persisted longer (P = 0.030). In eligible patients from the combined Italian/Swiss dataset (n = 1056), there was no significant difference between treatment arms in rate of change of DAS28. Similarly, when also including the Bath cohort (n = 1205), there was no significant difference in rate of change of HAQ. CONCLUSION: Combination therapy of a TNFi with a csDMARD does not appear to affect improvement of disease activity or HAQ versus TNFi monotherapy, but it may improve TNFi drug survival.


Assuntos
Antirreumáticos , Artrite Psoriásica , Produtos Biológicos , Antirreumáticos/uso terapêutico , Artrite Psoriásica/tratamento farmacológico , Produtos Biológicos/uso terapêutico , Quimioterapia Combinada , Humanos , Resultado do Tratamento , Inibidores do Fator de Necrose Tumoral , Fator de Necrose Tumoral alfa
17.
Travel Med Infect Dis ; 38: 101818, 2020.
Artigo em Inglês | MEDLINE | ID: mdl-32712263

RESUMO

BACKGROUND: Patients with chronic conditions travel around the world more than ever. Only few studies have examined travel patterns and health outcomes of patients with rheumatic diseases during international travel. METHOD: We conducted a multi-centre prospective cohort study in Switzerland, in which we studied the immunogenicity and safety of vaccinations in patients with rheumatic diseases and travellers without rheumatic diseases (controls). Participants who travelled internationally received questionnaires 1 and 13 weeks post-travel. We compared travel patterns, risk behaviours, and travel-associated problems during and after the trips in both groups. RESULTS: 274 participants returned post-travel questionnaires (65 rheumatic patients, 209 controls). Controls more frequently travelled to subtropical/tropical destinations and stayed longer abroad. 64% of all participants experienced health problems during travel (74% rheumatic patients vs. 62% controls, P = 0.11). Pre-travel, patients reported a higher susceptibility to gastrointestinal infections . During travel, a higher percentage of rheumatic patients cancelled the day programme due to health problems (13% vs. 4%, P = 0.024). The main problems in rheumatic patients occurred due to the underlying rheumatic diseases, or were of psychological nature. Although not statistically significant, infectious disease symptoms (rhinitis, cough) occurred more frequently in controls. When only considering subtropical/tropical destinations, rheumatic patients more frequently had gastrointestinal problems during travel - and skin infections after the trip. CONCLUSIONS: This study does not support the notion that patients with rheumatic diseases should avoid international travel for an increased risk of infections. In patients with subtropical/tropical destinations, however, gastrointestinal problems may be increased during travel - and skin infections post-travel.


Assuntos
Doenças Reumáticas , Assunção de Riscos , Viagem , Adulto , Doenças Transmissíveis , Feminino , Humanos , Terapia de Imunossupressão/efeitos adversos , Masculino , Pessoa de Meia-Idade , Estudos Prospectivos , Inquéritos e Questionários , Suíça , Vacinação
18.
Z Naturforsch C J Biosci ; 63(11-12): 864-72, 2008.
Artigo em Inglês | MEDLINE | ID: mdl-19227836

RESUMO

A field study was conducted during 1994 to 1998 on the Experimental Farm Roggenstein, near Fürstenfeldbruck, Bavaria, Germany to determine the effect of transgenic glufosinate-resistant rape in combination with the herbicide Basta [glufosinate-ammonium, phosphinothricin, ammonium (2RS)-2-amino-4-(methylphosphinato) butyric acid] application on soil microorganisms and the behaviour of the synthetic transgenic DNA in response to normal agricultural practice. No influence of Basta on microbial biomass could be detected. The phospholipid fatty acid analysis of soil extracts showed no difference between Basta application and mechanical weed control, whereas conventional herbicide application revealed a different pattern. Basta application resulted in a changed population of weeds with a selective effect for Viola arvensis. During senescence, transgenic rape DNA was degraded similar to endogenous control DNA. After ploughing the chopped plant material in the soil, transgenic as well as endogenous control DNA sequences could be detected for up to 4 weeks for rape and up to 7 months for maize, whereas PCR analysis of composted transgenic maize revealed the presence of the transgene over a period of 22 months.


Assuntos
Brassica rapa/efeitos dos fármacos , Herbicidas/farmacologia , Plantas Geneticamente Modificadas/efeitos dos fármacos , Zea mays/efeitos dos fármacos , Aminobutiratos/farmacologia , Brassica rapa/genética , DNA de Plantas/genética , DNA de Plantas/isolamento & purificação , Resistência a Medicamentos , Ácidos Graxos/metabolismo , Flores/efeitos dos fármacos , Flores/genética , Fosfolipídeos/metabolismo , Folhas de Planta/efeitos dos fármacos , Folhas de Planta/genética , Raízes de Plantas/efeitos dos fármacos , Raízes de Plantas/genética , Reação em Cadeia da Polimerase , Solo , Microbiologia do Solo , Zea mays/genética
19.
BMC Rheumatol ; 2: 34, 2018.
Artigo em Inglês | MEDLINE | ID: mdl-30886984

RESUMO

BACKGROUND: We report the case of a patient with rheumatoid arthritis (RA) treated with tofacitinib who developed severe Pneumocystis jirovecii pneumonia (PJP) with an atypical clinical presentation. CASE PRESENTATION: A 78-year old male patient with RA treated with tofacitinib, methotrexate (MTX) and low dose corticosteroids was admitted to the hospital with arthralgia and nausea. Laboratory findings revealed hypercalcemia with normal levels of parathyroid hormone (PTH) and elevated 1,25-(OH)2 vitamin D levels. A lung CT scan showed bilateral interstitial pneumonic infiltrates. PCR from bronchoalveloar lavage was positive for Pneumocystis jirovecii. Hypercalcemia resolved under PJP treatment and was - after exclusion of other possible causes - probably fungal associated. CONCLUSION: Due to the increased risk of opportunistic infections in immunocompromised patients, the finding of hypercalcemia in conjunction with a pulmonary infection should raise high clinical suspicion of PJP.

20.
J Clin Med ; 7(3)2018 Mar 13.
Artigo em Inglês | MEDLINE | ID: mdl-29533997

RESUMO

OBJECTIVES: There is little information on the relation between disease duration, disability and radiographic outcome since the introduction of biologics into the therapy of rheumatoid arthritis (RA). No long -term cohort studies have been conducted on this subject so far. To analyse radiographic damage, disability, and disease activity in RA-patients dependent on disease duration in the Swiss national RA cohort (SCQM). METHODS: The primary outcome was the association between the radiographic destruction, assessed by Ratingen scores, and disease duration. All patients with at least one clinical visit were analysed with polynomial and multiple negative binomial models. RESULTS: The disease duration in the 8678 patients with available radiographs analysed ranged between less than 1 and more than 65 years (median 8.3). Disease duration and radiographic destruction were significantly associated with an average increase of Ratingen scores by 8.3% per year. Apart from disease duration, positive rheumatoid factor was the strongest predictor for radiographic destruction. While DAS28-scores remained stable in patients with a disease duration of more than 5 years (median DAS28 2.8), HAQ-DI scores increased continuously by 0.018 for each additional year. CONCLUSION: In this RA cohort, patients show a continuous increase of articular destruction and physical disability in parallel with disease duration. Even when nowadays a satisfactory control of disease activity can be achieved in most patients, RA remains a destructive disease leading to joint destruction and physical disability in many patients.

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