RESUMO
External validation is crucial in developing reliable machine learning models. This study aimed to validate three novel indices-Thermographic Joint Inflammation Score (ThermoJIS), Thermographic Disease Activity Index (ThermoDAI), and Thermographic Disease Activity Index-C-reactive protein (ThermoDAI-CRP)-based on hand thermography and machine learning to assess joint inflammation and disease activity in rheumatoid arthritis (RA) patients. A 12-week prospective observational study was conducted with 77 RA patients recruited from rheumatology departments of three hospitals. During routine care visits, indices were obtained at baseline and week 12 visits using a pre-trained machine learning model. The performance of these indices was assessed cross-sectionally and longitudinally using correlation coefficients, the area under the receiver operating curve (AUROC), sensitivity, specificity, and positive and negative predictive values. ThermoDAI and ThermoDAI-CRP correlated with CDAI, SDAI, and DAS28-CRP cross-sectionally (ρ = 0.81; ρ = 0.83; ρ = 0.78) and longitudinally (ρ = 0.55; ρ = 0.61; ρ = 0.60), all p < 0.001. ThermoDAI and ThermoDAI-CRP also outperformed Patient Global Assessment (PGA) and PGA + C-reactive protein (CRP) in detecting changes in 28-swollen joint counts (SJC28). ThermoJIS had an AUROC of 0.67 (95% CI, 0.58 to 0.76) for detecting patients with swollen joints and effectively identified patients transitioning from SJC28 > 1 at baseline visit to SJC28 ≤ 1 at week 12 visit. These results support the effectiveness of ThermoJIS in assessing joint inflammation, as well as ThermoDAI and ThermoDAI-CRP in evaluating disease activity in RA patients.
RESUMO
OBJECTIVES: To provide a detailed description of the ultrasound (US) scanning protocol to measure the muscle thickness in the forearm and to test its feasibility and interobserver reliability. METHODS: Four rheumatologists trained in musculoskeletal US carried out the examinations in 45 subjects (30 consecutively enrolled patients and 15 healthy subjects). Each of the four rheumatologists took two measurements of each forearm (radial muscle thickness and ulnar muscle thickness) and the time needed to complete the bilateral US assessment was recorded. RESULTS: The mean time required to acquire all measurements in each subject was less than four minutes. We found an excellent interobserver reliability of the proposed scanning protocol, with an intraclass correlation coefficient (ICC) among the four sonographers of 0.97 (CI 0.95-0.98) for the right ulnar muscle thickness, an ICC of 0.97 (CI 0.94-0.98) for the left ulnar muscle thickness, an ICC of 0.93 (CI 0.89-0.96) for the right radial muscle thickness and an ICC of 0.95 (CI 0.91-0.97) for the left radial muscle thickness. CONCLUSIONS: The results of this study provide evidence in favour of interobserver reliability and feasibility of US measurement of the forearm muscle thickness.
Assuntos
Artrite Reumatoide , Antebraço , Antebraço/diagnóstico por imagem , Humanos , Músculo Esquelético/diagnóstico por imagem , Variações Dependentes do Observador , Reprodutibilidade dos Testes , UltrassonografiaRESUMO
Systemic lupus erythematosus (SLE) is characterized by a wide variety of manifestations and a difficult disease control in some patients. We present the case of a 51-year-old woman who presented with a flare of SLE including arthritis and pleuropericarditis that responded to neither leflunomide, methotrexate, nor high doses of prednisone. After initiating treatment with belimumab, the patient experienced a quick and notorious improvement. She remains stable to this day while continuing belimumab therapy.
RESUMO
OBJECTIVE: To determine the prevalence of fatigue in our cohort as well as the factors to which it is associated, its relationship with demographic variables, vitamin D levels, treatment, systemic lupus erythematosus (SLE) symptoms and disease activity. METHODS: A cross-sectional study was carried out including 102 consecutive female patients with SLE (American College of Rheumatology 1997 criteria) who attended the Parc de Salut Mar between January 2012 and May 2014. Variables collected were: sociodemographic data, vitamin D supplementation, fatigue VAS, pharmacological treatment, main serological markers of SLE, and plasma levels of 25(OH)-vitD. The association between fatigue and the different variables was evaluated by the Spearman's Rho correlation coefficient for the continuous variables, the Mann-Whitney U test for the categorical and the Kruskal-Wallis test for the seasons of the year. RESULTS: The fatigue variable was evaluated through a fatigue VAS with a mean score of 52.84 (range 0-100), a median of 59 and a standard deviation of 29.86. A statistically significant relationship was found between fatigue and age, MHAQ, SLICC, summer and photosensitivity. As for the relationship between fatigue and vitamin D insufficiency (defined as 25-(OH)-vitD≤30 levels), the sample was divided into patients receiving vitamin D supplements (n=60) and patients without supplements (n=40), finding a significant relationship in that last group. CONCLUSIONS: A statistically significant association was found between the presence of fatigue and age, MHAQ, SLICC, photosensitivity, fibromyalgia and summer, and with vitamin D insufficiency in the group of patients without supplements (n=40).