A Thermographic Disease Activity Index for remote assessment of rheumatoid arthritis.

OBJECTIVES: Remote assessment of patients with rheumatoid arthritis (RA) has increased during recent years. However, telematic consultations preclude the possibility of carrying out a physical examination and obtaining objective inflammation. In this study, we developed and validated two novel composite disease activity indexes (Thermographic Disease Activity Index (ThermoDAI) and ThermoDAI-CRP) based on thermography of hands and machine learning, in order to assess disease activity easily, rapidly and without formal joint counts. METHODS: ThermoDAI was developed as the sum of Thermographic Joint Inflammation Score (ThermoJIS), a novel joint inflammation score based on the analysis of thermal images of the hands by machine learning, the Patient Global Assessment (PGA) and, for ThermoDAI-CRP, the C reactive protein (CRP). Construct validity was tested in 146 patients with RA by using Spearman's correlation with ultrasound-determined grey-scale synovial hypertrophy (GS) and power Doppler (PD) scores, CDAI, SDAI and DAS28-CRP. RESULTS: Correlations of ultrasound scores with ThermoDAI (GS=0.52; PD=0.56) and ThermoDAI-CRP (GS=0.58; PD=0.61) were moderate to strong, while the correlations of ultrasound scores with PGA (GS=0.35; PD=0.39) and PGA+CRP (GS=0.44; PD=0.46) were weak to moderate. ThermoDAI and ThermoDAI-CRP also showed strong correlations with Clinical Disease Activity Index (ρ>0.83), Simplified Disease Activity Index (ρ>0.85) and Disease Activity Score with 28-Joint Counts-CRP (ρ>0.81) and high sensitivity for detecting active synovitis using remission criteria. CONCLUSIONS: ThermoDAI and ThermoDAI-CRP showed stronger correlations with ultrasound-determined synovitis than PGA and PGA + CRP, thus presenting an opportunity to improve remote consultations with patients with RA.

Assessment of inflammation in patients with rheumatoid arthritis using thermography and machine learning: a fast and automated technique.

OBJECTIVES: Sensitive detection of joint inflammation in rheumatoid arthritis (RA) is crucial to the success of the treat-to-target strategy. In this study, we characterise a novel machine learning-based computational method to automatically assess joint inflammation in RA using thermography of the hands, a fast and non-invasive imaging technique. METHODS: We recruited 595 patients with arthritis and osteoarthritis, as well as healthy subjects at two hospitals over 4 years. Machine learning was used to assess joint inflammation from the thermal images of the hands using ultrasound as the reference standard, obtaining a Thermographic Joint Inflammation Score (ThermoJIS). The machine learning model was trained and tuned using data from 449 participants with different types of arthritis, osteoarthritis or without rheumatic disease (development set). The performance of the method was evaluated based on 146 patients with RA (validation set) using Spearman's rank correlation coefficient, area under the receiver-operating curve (AUROC), average precision, sensitivity, specificity, positive and negative predictive value and F1-score. RESULTS: ThermoJIS correlated moderately with ultrasound scores (grey-scale synovial hypertrophy=0.49, p<0.001; and power Doppler=0.51, p<0.001). The AUROC for ThermoJIS for detecting active synovitis was 0.78 (95% CI, 0.71 to 0.86; p<0.001). In patients with RA in clinical remission, ThermoJIS values were significantly higher when active synovitis was detected by ultrasound. CONCLUSIONS: ThermoJIS was able to detect joint inflammation in patients with RA, even in those in clinical remission. These results open an opportunity to develop new tools for routine detection of joint inflammation.

Fracture risk assessment in the general population in Spain by FRAX® algorithm. EPISER2016 study. / Valoración del riesgo de fractura en población general en España mediante el algoritmo FRAX®: Estudio EPISER2016.

OBJECTIVES: To analyse the risk of fracture calculated by FRAX® and the frequency of high risk of fracture in the general population in Spain. METHODS: EPISER2016 is a multicentre cross-sectional population-based study of the prevalence of rheumatic diseases in the adult population in Spain. 3,154 subjects aged ≥40 years (1,184 men and 1,970 women) were selected by stratified random sampling. The questions related to fracture risk factors were asked by telephone survey. The risk of major osteoporotic fracture (MOFR) and hip fracture (HFR) were calculated with the Spanish version of the FRAX® tool, without the inclusion of bone mineral density. To define high fracture risk, the MOFR≥20%, MOFR≥10%, MOFR≥7.5% and HFR≥3% thresholds were used. RESULTS: The median (interquartile range) of the MOFR was 2.61% (1.55-6.34%) in women and 1.67% (1.15-2.87%) in men, whereas that of the HFR was 0.39% (0.14-1.86%) and 0.18% (0.07-0.77%); 3.83% of women and no men had a MOFR≥20%; 15.71% and 1.14% had a MOFR≥10%; 20.62% and 2.21%, a MOFR≥7.5%; and 19.27% and 8.05%, an HFR≥3%. In women aged 65 and over, the HFR was high in 58.09%. CONCLUSIONS: EPISER2016 enabled us to establish the risk of fracture calculated by FRAX® and the prevalence of high risk of fracture in the general population according to the different thresholds used in Spain.

Assessment of nutritional status by dual X-Ray absorptiometry in women with rheumatoid arthritis: A case-control study.

Rheumatoid arthritis (RA) has been related to an impairment of the nutritional status. Body mass index (BMI) has been used but questions arise about how to properly evaluate nutritional status in RA patients. Few studies have evaluated it by dual-energy X-ray absorptiometry.In women with RA, to analyze:Case-control study including 89 women with RA. The control group was composed by 100 patients affected by non-inflammatory rheumatic disorders. Study variables included age, RA duration, history, activity and disability, and in relation to nutritional status: BMI, serum albumin (ALB), whole body DXA assessment, and skeletal muscle index (SMI).Mean age of patients was 62 ±â€Š8 years, mean duration of RA was 14 ±â€Š9 years, mean disease activity score (DAS28) was 3.7 ±â€Š1.4 and mean Health Assessment Questionnaire was 0.88 ±â€Š0.77. BMI was 27.43 ±â€Š5.16 Kg/m in patients and 27.78 ±â€Š3.98 Kg/m in controls (P: ns). ALB was within normal range in all patients.By whole body DXA, RA patients presented a statistically significant lower lean mass in all locations and lower fat mass in limbs than controls. Patients had a redistribution of fat mass to trunk. Lean mass directly correlated with fat mass.Neither BMI nor ALB correlated with DXA parameters.BMI, appendicular lean mass and SMI correlated inversely with disease duration. Trunk lean mass correlated inversely, and fat mass directly, with RA disability parameters.RA patients fulfilled criteria of sarcopenia in 44% of cases versus 19% of controls (P <.001). In RA patients, regarding SMI, BMI showed a high specificity to detect sarcopenia (94% of the patients with low BMI had sarcopenia) but low sensitivity (47% of the patients with normal BMI or overweight had sarcopenia).RA patients have an impairment of nutritional status associated to disease duration that looks like sarcopenia and that is not predicted by BMI.

Is Trabecular Bone Score Valuable in Bone Microstructure Assessment after Gastric Bypass in Women with Morbid Obesity?

INTRODUCTION: The effects of bariatric surgery on skeletal health raise many concerns. Trabecular bone score (TBS) is obtained through the analysis of lumbar spine dual X-ray absorptiometry (DXA) images and allows an indirect assessment of skeletal microarchitecture (MA). The aim of our study was to evaluate the changes in bone mineral density (BMD) and alterations in bone microarchitecture assessed by TBS in morbidly obese women undergoing Roux-en-Y gastric bypass (RYGB), over a three-year follow-up. MATERIAL/METHODS: A prospective study of 38 morbidly obese white women, aged 46.3 ± 8.2 years, undergoing RYGB was conducted. Biochemical analyses and DXA scans with TBS evaluation were performed before and at one year and three years after surgery. RESULTS: Patients showed normal calcium and phosphorus plasma concentrations throughout the study. However, 25-hydroxyvitamin D (25(OH)D3) decreased, and 71% of patients had a vitamin D deficiency at three years. BMD at femoral neck and lumbar spine (LSBMD) significantly decreased 13.53 ± 5.42% and 6.03 ± 6.79%, respectively, during the three-year follow-up; however Z-score values remained above those for women of the same age. TBS was within normal ranges at one and three years (1.431 ± 106 and 1.413 ± 85, respectively), and at the end of the study, 73.7% of patients had normal bone MA. TBS at three years correlated inversely with age (r = -0.41, p = 0.010), body fat (r = -0.465, p = 0.004) and greater body fat deposited in trunk (r = -0.48, p = 0.004), and positively with LSBMD (r = 0.433, p = 0.007), fat mass loss (r = 0.438, p = 0.007) and lean mass loss (r = 0.432, p = 0.008). In the regression analysis, TBS remained associated with body fat (ß = -0.625, p = 0.031; R² = 0.47). The fracture risk, calculated by FRAX® (University of Sheffield, Sheffield, UK), with and without adjustment by TBS, was low. CONCLUSION: Women undergoing RYGB in the mid-term have a preserved bone MA, assessed by TBS.

[Assessment of an intervention on cardiovascular risk factors in patients with rheumatoid arthritis]. / Evaluación de una intervención sobre los factores de riesgo cardiovascular en pacientes con artritis reumatoide.

OBJECTIVES: To evaluate the effectiveness of an intervention on cardiovascular risk factors (CVRF) in patients with rheumatoid arthritis. METHODS: After determining their CVRF and cardiovascular risk (CVR) by modified SCORE, we gave the patients a letter for their general practitioners in which they were requested for their cooperation in controlling CVRF and where the therapeutic goal for LDL cholesterol was specified. Three months later, any therapeutic intervention was recorded as well as the results. RESULTS: We included 211 patients, 29% with a high CVR. There were new diagnoses of CVRF in 100 patients (47%). The general practitioner changed the treatment in 2/12 diabetes, 30/84 HBP, 74/167 with elevation of LDL cholesterol and 21/51 with hypertriglyceridemia. The percentage of patients with good control over CVRF was: a) in HBP, 25 to 73%; b) elevation of LDL cholesterol from 10 to 17%; and c) in hypertriglyceridemia, 25 to 38%. CONCLUSIONS: Through this intervention, a new CVRF was diagnosed in nearly half of the patients. The effectiveness of the intervention on CVRF was low.

[Assessment of a set of FRAX(®)-based criteria for the indication of bone densitometry in Spanish postmenopausal women]. / Evaluación de una propuesta de criterios de indicación de densitometría ósea en mujeres posmenopáusicas españolas basados en la herramienta FRAX(®)

BACKGROUND AND OBJECTIVE: To assess the effect of the application in routine clinical practice of a proposal of thresholds for the indication of bone densitometry in Spanish postmenopausal women. PATIENTS AND METHODS: We determined the risk of major fracture (RMF) by FRAX(®) of the patients referred to a bone densitometry unit from Primary Care who were untreated. We calculated how many scans would have been avoided if they had been performed only to women ≥ 65 years with a RMF < 10% or women<65 years with a RMF ≥ 3.6%. RESULTS: We included 643 women with a mean age of 61 (9) years. Twenty-three percent had a normal bone mineral density, 56% had osteopenia, and 21% osteoporosis. The RMF was 5.9 (5.5)%. Eighty of 217 (37%) bone scans in women ≥ 65 years and 273 of 426 (64%) in women<65 years would have been avoided. As a whole, 55% of the scans would have been avoided. The sensitivity of the threshold of 3.6% of RMF for the diagnosis of osteoporosis was 51%, specificity 68%, positive predictive value 20%, and negative predictive value 20%. CONCLUSIONS: The application of the proposed thresholds for the indication of bone densitometry in Spanish postmenopausal women, based on age and risk of fracture calculated by FRAX(®) would result in a significant decrease of the activity of the bone densitometry unit.

Assessment of cardiovascular risk in rheumatoid arthritis: impact of the new EULAR recommendations on the score cardiovascular risk index.

To assess the impact of the application of the European League against Rheumatism (EULAR) task force recommendations in the cardiovascular (CV) risk of a series of Spanish patients diagnosed with rheumatoid arthritis (RA). Two hundred consecutive RA patients seen at the rheumatology outpatient clinics of Bellvitge Hospital, Barcelona, were studied. Information on clinical features of the disease, classic CV risk factors, and history of CV events was assessed. Both the systematic coronary risk evaluation (SCORE) CV risk index and the modified SCORE (mSCORE) according to the last EULAR recommendations were calculated. Based on the classic CV risk factors, the mean ± standard deviation SCORE was 2.1 ± 2.3% (median, 2; interquartile range [IQR], 1-3). Twenty-three (11%) patients were above the threshold of high CV risk for the Spanish population (≥5%). Following the EULAR recommendations, a change in the score was required in 119 (59%) patients. Therefore, the mean mSCORE was 2.7 ± 2.9% (median, 2; IQR, 1-3) and, due to this, 28 (14%) patients were above the threshold of high CV risk. Nine (5%) had at least one ischemic CV event. Patients with CV events were older and had more CV risk factors and higher SCORE and mSCORE than those without CV events. Although a large proportion of patients from this series fulfilled the criteria for the application of the EULAR recommendations, the final impact on the calculated CV risk was low and clinically significant in only a few patients. However, an association between the mSCORE and the presence of ischemic CV events was observed.