Search for: rheumatoid arthritis methotrexate autoimmune disease biomarker gene expression GWAS HLA genes non-HLA genes
ID | PMID | Title | PublicationDate | abstract |
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35295653 | VHPKQHR Peptide Modified Ultrasmall Paramagnetic Iron Oxide Nanoparticles Targeting Rheuma | 2022 | Magnetic resonance imaging (MRI) could be the ideal diagnostic modality for early rheumatoid arthritis (RA). Vascular cell adhesion molecule-1 (VCAM-1) is highly expressed in synovial locations in patients with RA, which could be a potential target protein for RA diagnosis. The peptide VHPKQHR (VHP) has a high affinity to VCAM-1. To make the contrast agent to target RA at an early stage, we used VHP and ultrasmall paramagnetic iron oxide (USPIO) to synthesize UVHP (U stands for USPIO) through a chemical reaction with 1-(3-dimethylaminopropyl)-3-ethylcarbodiimide hydrochloride and N-hydroxysuccinimide. The size of UVHP was 6.7 nm; the potential was -27.7 mV, and the r (2)/r (1) value was 1.73. Cytotoxicity assay exhibited that the cell survival rate was higher than 80% at even high concentrations of UVHP (Fe concentration 200 µg/mL), which showed the UVHP has low toxicity. Compared with no TNF-α stimulation, VCAM-1 expression was increased nearly 3-fold when mouse aortic endothelial cells (MAECs) were stimulated with 50 ng/mL TNF-α; cellular Fe uptake was increased very significantly with increasing UVHP concentration under TNF-α treatment; cellular Fe content was 17 times higher under UVHP with Fe concentration 200 µg/mL treating MAECs. These results indicate that UVHP can target overexpression of VCAM-1 at the cellular level. RA mice models were constructed with adjuvant-induced arthritis. In vivo MRI and biodistribution results show that the signal intensity of knee joints was increased significantly and Fe accumulation in RA model mice compared with normal wild-type mice after injecting UVHP 24 h. These results suggest that we have synthesized a simple, low-cost, and less toxic contrast agent UVHP, which targeted VCAM-1 for early-stage RA diagnosis and generates high contrast in T(1)-weighted MRI. | |
35472663 | Risk factors for the progression of rheumatoid arthritis-related interstitial lung disease | 2022 Apr 11 | OBJECTIVES: The clinical heterogeneity of the progression of rheumatoid arthritis-associated interstitial lung disease (RA-ILD) is high, and there is a lack of consensus on the clinical relevance and medical protocols. The purpose of this study is to explore the impact of clinical characteristics, new biomarkers and treatment options on the prognosis of RA-ILD patients and to explore whether these factors can predict the progression and death of these patients. METHODS: We retrospectively collected case data on RA-ILD patients who visited or were admitted to Changhai Hospital between October 2010 and September 2021. We followed up and finally included 75 patients. The main outcome indicator of disease progression was pulmonary functional impairment, which was assessed by changes of high-resolution computed tomography (HRCT) score or pulmonary function test before and after treatment. The demographics, clinical characteristics, laboratory tests, and treatment plans of RA-ILD patients in the progressive and stable groups were compared and analyzed. Clinically relevant variables were identified, and the incidence of pulmonary dysfunction and adverse events was recorded. Cox regression analysis was used to determine factors related to the progression of ILD. RESULTS: The mean age of RA-ILD onset was 64.0 years (SD 10.3), and 53 (70.7%) patients were female. Thirty-two (42.7%) patients had lung dysfunction, who were classified as the progressive group, and 13 (40.6%) of them died. In univariate analyses, male, smoking, high HRCT scores at baseline, RF-IgA>200 RU/ml, diffusing capacity of the lungs for carbon monoxide (DLCO), and usual interstitial pneumonia (UIP) pattern were significant risk factors for disease progression; while use of Leflunomide (LEF) was associated with better prognosis. The multivariate analysis revealed that RF-IgA>200 RU/ml (hazard ratio [HR] 3.17 [95% confidence interval (CI) 1.29, 7.81], PÂ =Â 0.012), UIP pattern (HR 3.94 [95% CI 1.68, 9.26], PÂ =Â 0.002), and male (HR 2.52 [95% CI 1.16, 5.46], PÂ =Â 0.019) were significantly correlated with unfavorable outcomes in patients with RA-ILD. LEF (HR 0.25 [95% CI 0.10, 0.61], PÂ =Â 0.002) was related to a better prognosis. However, it might be related to investigating medications changes after baseline. CONCLUSION: Our data suggests that male, UIP pattern, and increased RF-IgA may be potential predicting factors for poor prognosis of RA-ILD patients. We report a significant association between high titer of RF-IgA at baseline and RA-ILD progression for the first time, which might be a potentially important biomarker for the prognosis of RA-ILD. | |
35284559 | The method of Yiqi Yangyin Tongluo can attenuate the pyroptosis of rheumatoid arthritis ch | 2022 Feb | BACKGROUND: Based on the ASIC1a/NLRP3 signaling pathway, we explored the specific molecular mechanism of the pyroptosis of rheumatoid arthritis (RA) chondrocytes by the method of nourishing qi, nourishing yin, and dredging collaterals to provide new ideas for the treatment of this disease. METHODS: A total of 50 rats were divided into a normal group, model group, methotrexate group, Yiqi Yangyin Tongluo group, and combined group. Except for the normal control group, the other groups used Freund's complete adjuvant (FCA) to make RA rat model. The arthritis index and ankle joint swelling of rats in each group were recorded. HE staining and ELISA were used to assess the pathology of the ankle joint of each group of rats and the content of IL-1β and IL-18 in rat serum. Furthermore, immunofluorescence and qPCR methods were used to detect the protein and mRNA expression levels of NLRP3, caspase 1, ACS, and ASIC1a in the cartilage tissue of each group of rats. RESULTS: Compared with the normal group, the right hind foot joint of the model group was significantly swollen, the levels of IL-18 and IL-1β in the serum of rats increased significantly, and the mRNA and protein levels of NLRP3, caspase 1, ACS, and ASIC1a in the chondrocytes also increased significantly. Compared with the model group, the degree of ankle joint swelling and IL-18 and IL-1β content in rat serum in each medication group was significantly reduced, and the combined group showed the greatest reduction compared with the other groups. After 8 weeks of treatment, compared with the model group, the mRNA and protein levels of NLRP3, caspase 1, ACS, and ASIC1a in the chondrocytes of each medication group were down-regulated. HE staining found that there were large numbers of infiltrating inflammatory cells and pannus in the joint tissue of the model group, while only a small amount of inflammatory cell infiltration and pannus was seen in the joint tissue of the rats in each treatment group. CONCLUSIONS: The method of Yiqi Yangyin Tongluo can attenuate the pyroptosis of RA chondrocytes through the ASIC1a/NLRP3 signaling pathway. | |
30725744 | Infliximab-abda. | 2022 Jan | Infliximab (IFX) is a biologic agent that specifically targets an immune mediator, tumor necrosis factor alpha (TNFa), involved in a pathological process. Anti TNFa agents have enjoyed use as therapeutic modalities since 1998; however, their first use in dermatology dates back to 2002 when they first saw use in the treatment of psoriasis. FDA-Approved indications include Crohn disease, ulcerative colitis, rheumatoid arthritis, ankylosing spondylitis, psoriatic arthritis, plaque psoriasis, and juvenile idiopathic arthritis. This activity describes the mode of action of infliximab-abda, including adverse event profiles, and other key factors e.g. dosing, pharmacodynamics, pharmacokinetics, monitoring, and highlights the role of the interprofessional team in the management of these patients. | |
35293326 | Janus Kinase Inhibitors: Safety in Patients With Psoriatic Arthritis. | 2022 Jun | Janus kinase inhibitors (JAKi; or Jakinibs) have become widely prescribed around the world for a variety of immune-mediated inflammatory diseases, including psoriatic arthritis. A previous noninferiority surveillance study of patients aged > 50 years with rheumatoid arthritis and ≥ 1 additional cardiac risk factor raised a number of safety concerns. This review focuses on available safety data from peer-reviewed publications, as well as the most recent presentations from major conferences highlighting JAKi-associated adverse effects. The safety data for several types of JAKi are reviewed. The latest available safety data for tofacitinib, upadacitinib, filgotinib, deucravacitinib, and brepocitinib is presented. In addition, the findings from the oral surveillance study will be discussed to put safety concerns into context. | |
35364431 | Paeoniflorin-6'-o-benzene sulfonate ameliorates the progression of adjuvant-induced arthri | 2022 Mar 29 | Aryl hydrocarbon receptor (Ahr) is thought to be a crucial factor that regulates immune responses, which may be involved in the pathogenesis of autoimmune inflammation including rheumatoid arthritis (RA). The results of our group in recent years have shown that Paeoniflorin-6'-O-benzene sulfonate (code: CP-25), a novel ester derivative of paeoniflorin, has a good effect on improving RA animal models. However, whether the anti-arthritis effect of CP-25 is related to Ahr remains unclear. Here, we showed that CP-25 treatment ameliorated adjuvant-induced arthritis (AA), a rat model of RA, by inhibiting Ahr-related activities in fibroblasts like synoviocytes (FLS). AA rats were treated with CP-25 or paroxetine from days 17 to 33 after immunization. We showed that CP-25 alleviated arthritis symptoms and the pathological changes. Treatment with CP-25 decreased the expression of Ahr in the synovium of AA rats. CP-25 inhibited the expression of Ahr and the G protein-coupled receptor kinase 2 (GRK2) as well as the co-expression of GRK2 with Ahr in FLS of AA rats. Furthermore, CP-25 down-regulated the production of Kyn in FLS of AA rats. These results suggested that CP-25 may inhibit the expression and activation of Ahr. Besides, treatment with CP-25 reduced the proliferation and migration of MH7A caused by Ahr activation. In addition, we also demonstrated that CP-25 down-regulated the total and nuclear expression of Ahr and the expression of GRK2 in Kyn-treated MH7A. Moreover, the co-expression and co-localization of Ahr and GRK2in Kyn-treated MH7A were also repressed by CP-25. The data presented here demonstrated that CP-25 suppressed FLS dysfunction in rats with AA, which were associated with reduced Ahr activation and the interaction between Ahr and GRK2. | |
29763197 | Infliximab. | 2022 Jan | Infliximab is a biologic, monoclonal-antibody drug. The United States Food and Drug Administration (FDA) has approved infliximab for moderate to severely active Crohn disease in adults and children (six years and above), ulcerative colitis, active rheumatoid arthritis, ankylosing spondylitis, psoriatic arthritis, and chronic severe plaque psoriasis in adult patients. This activity describes the mode of action of infliximab, including adverse event profiles and other key factors, e.g., dosing, pharmacodynamics, pharmacokinetics, monitoring, and highlights the interprofessional team's role in managing these patients. | |
35245146 | Cannabinoids in the Orthopedic Setting: A Literature Review. | 2022 Mar 4 | Public interest in the analgesic potential of cannabinoids has grown, but there is no consensus regarding orthopedic applications. Available evidence was identified for cannabinoid use in arthritis, neuropathic pain, fibromyalgia, multiple sclerosis, and postoperative pain. Extracted information included the risks of preoperative use, associations with opioid dependence, and surgical complications. There is limited evidence for therapeutic benefit of cannabinoids in rheumatoid arthritis and fibromyalgia. Cannabinoids are not indicated for postoperative pain. Preoperative unregulated use has been linked with postoperative opioid dependence. Cannabinoids may be considered a second- or third-line treatment for analgesia for some orthopedic pathologies. [Orthopedics. 202x;xx(x):xx-xx.]. | |
30252334 | Ibuprofen Toxicity. | 2022 Jan | Ibuprofen, 2-(4-isobutylphenyl)propionic acid, belongs to the class of nonsteroidal anti-inflammatory drugs (NSAIDs) and was discovered by Dr. Stewart Adams in 1961. It was first marketed in 1969 in the United Kingdom and 1974 in the United States. Ibuprofen is commonly prescribed as an analgesic, antipyretic and anti-inflammatory agent in conditions like osteoarthritis, rheumatoid arthritis, juvenile idiopathic arthritis, and acutely painful musculoskeletal conditions. Off-label uses include for conditions like cystic fibrosis to slow progression. This discussion serves to review ibuprofen's essential pharmacological characteristics, clinical presentations during an overdose, and management of ibuprofen toxicity. | |
35160283 | Intraindividual Changes in Rheumatoid Factor and Anti-Cyclic Citrullinated Peptide Antibod | 2022 Feb 4 | Limited data are available on test utilization and intraindividual changes in rheumatoid factor (RF) and anti-cyclic citrullinated peptide antibody (anti-CCP) in Korean patients that visit local clinics and hospitals. We retrospectively reviewed longitudinally measured RF and anti-CCP data in Korean patients to investigate the utilization and changes in test results through a laboratory information system. During the 10-year study period, 256,259 specimens were tested for RF. Among them, 32,567 (12.7%) specimens from 31,110 Korean adults had simultaneously measured anti-CCP results. Among them, 1110 (3.6%) subjects had follow-up test results. Among 351 patients with initial positive RF results, 290 (82.6%) had no qualitative change in RF from positive to negative values during follow-up. About 3.8% (29/759) of patients with initial negative results experienced qualitative changes in RF that were positive on follow-up. Among 182 patients with an anti-CCP-positive result at initial measurement, 174 (95.6%) had no qualitative change in anti-CCP from positive to negative or equivocal results during follow-up. About 0.5% (5/928) of patients with initial negative values experienced qualitative changes in anti-CCP to positive values on follow-up. The agreement of qualitative results between RF and anti-CCP was 80.8% (95% confidence interval 78.4-83.1%) at initial measurement and 80.6% (95% confidence interval 79.0-82.1%) overall. The results of this study can help inform utilization of RF and anti-CCP testing for Korean patients visiting local clinics and hospitals. | |
35446470 | Protective effect of lupeol on arthritis induced by type II collagen via the suppression o | 2022 Apr 21 | To explore the therapeutic value of lupeol on collagen-induced arthritis (CIA) in rats, a rheumatoid arthritis model. Lupeol is well known pentacyclic triterpene found in various plant sources, which possess anti-inflammatory and antioxidant actions. The current study was assessed the anti-arthritic potential of lupeol and its molecular mechanisms as compared with indomethacin (Indo) in collagen-induced arthritis CIA rats. The rats were randomly alienated into five groups: Control, CIA alone, CIA + lupeol (10 mg/kg bw), CIA + Indomethacin (3 mg/kg bw), and lupeol (10 mg/kg bw) alone. The paw volume, biochemical, hematological parameters, inflammatory enzymes, and cytokines were measured. As well protein expression of apoptotic proteins, and histopathological of ankle joint were examined. Inflammatory markers, cytokines, histological changes, paw volume, and inflammation were intensely reduced and enhanced apoptosis by lupeol. Alterations in hematological parameters, rheumatoid factor, C-reactive protein, and ceruloplasmin in arthritis were reverted by lupeol. Protein expressions of Bcl-2, and P13K/Akt signaling were declined, whereas the Bax, caspssae-3, and caspase-9 were elevated. These results highlighted that lupeol suppresses P13K/Akt signaling and has a promising anti-arthritic potential for collagen-induced rheumatic arthritis treatment. Hence lupeol would be suggested as an alternative natural source with potent anti-inflammatory and apoptotic actions for chronic inflammatory disorders. | |
35041155 | Real-World Treatment Patterns and Clinical Outcomes of Baricitinib in Rheumatoid Arthritis | 2022 Apr | INTRODUCTION: Baricitinib is an oral Janus kinase (JAK)1/JAK2 inhibitor approved to treat rheumatoid arthritis (RA). This study aimed to investigate patients' characteristics, prescription patterns, effectiveness, and treatment persistence in patients receiving baricitinib in real-world practice in Spain. METHODS: This retrospective longitudinal cohort study conducted in five rheumatology units included adults with RA initiating baricitinib (Sep-2017-May-19) with at least a 6-month-follow-up. Demographic/clinical characteristics, prescription patterns, and changes in disease activity and pain level were collected until treatment discontinuation/end of follow-up. Treatment persistence was estimated by Kaplan-Meier methods. RESULTS: Data from 182 patients were included (mean (SD)): 83.5% women, 62.2 (12.3) years, body mass index 26.8 (5.1), disease duration 13.2 (10.8) years and Charlson Comorbidity Index score 2.4 (2.0). All patients had received at least one conventional synthetic disease-modifying anti-rheumatic drugs (csDMARD) before starting baricitinib and 78.0% at least one biologic disease-modifying anti-rheumatic drugs (bDMARD). Furthermore, 90.1% started with baricitinib 4Â mg/day; 43.4% in monotherapy. One hundred and twelve (61.5%) of patients continued baricitinib at data collection time; mean persistence was 14.1 (0.5) months. Overall treatment persistence was 79.7/64.8/59.1% at 6/12/18Â months. Seventy (38.5%) patients discontinued baricitinib during follow-up due to loss of efficacy (68.6%) or adverse events (18.6%). In those patients with available scores at the different observed cut-off points, remission or low disease activity was reported in 71.6 and 76.3% of patients at 6/12Â months at any index: Disease Activity Score 28 joints using erythrocyte sedimentation rate (DAS28-ESR) (73.1 and 73.5%), Simplified Disease Activity Index (SDAI) (62.4 and 75.0%), and Clinical Disease Activity Index (CDAI) (66.7 and 78.1%). Good or moderate European League Against Rheumatism (EULAR)-response was noted in 80.0 and 78.2% of patients, respectively. Improvement from baseline in pain (Visual Analog Scale) was 2.5Â cm and 3.0Â cm at 6/12Â months, respectively. CONCLUSIONS: This Spanish cohort of patients treated with baricitinib had a long-standing and refractory disease. Nevertheless, high persistence and improvements in disease activity and pain were found at 6 and 12Â months after treatment initiation, independently of the composite disease activity measure used, reinforcing the effectiveness of baricitinib in routine clinical practice. | |
35614993 | Retraction Notice to: Silencing of Long Non-coding RNA HOTTIP Reduces Inflammation in Rheu | 2022 Jun 14 | [This retracts the article DOI: 10.1016/j.omtn.2019.11.015.]. | |
33564974 | There are similarities between rheumatic disease with lung involvement and COVID-19 pneumo | 2022 Feb | INTRODUCTION: There is considerable overlap between the clinical manifestations of covid-19 pneumonia and the acute interstitial lung disease seen in certain rheumatic disorders. In addition, pulmonary fibrosis is increasingly recognised as a potentially serious consequence of both. METHODS: This review explores this overlap of clinical features, risk factors and causation, offering insights into the immune mechanisms that contribute to both sets of disorders. RESULTS: The therapeutic role of immunosuppression and biologic agents in the treatment of covid-19 is explained in the light of this. DISCUSSION: We propose how lessons learned from the insights recently gained into each disorder can improve our insight into immunological mechanisms and application of therapeutic interventions in the other. | |
35469354 | The RAPID3 questionnaire as a screening tool to reduce the number of outpatient clinic vis | 2022 Apr 26 | BACKGROUND: Treat-to-target strategies require frequent on-site evaluations of disease activity in patients with rheumatoid arthritis (RA), burdening patients and caregivers. However, this frequency may not be required in patients in a stable low disease activity state. The Routine Assessment of Patient Index Data 3 (RAPID3) is a reliable tool to detect such states in groups but has not been tested to reduce the frequency of on-site evaluations in individual patient care. In Reade, an outpatient rheumatology clinic, patients can complete the questionnaire online prior to consultation, and the results are directly fed into the electronic patient record. Focusing on low disease activity, we retrospectively studied the test characteristics of RAPID3 and its agreement with the DAS28 in our database of routine patient care. OBJECTIVE: To assess the test characteristics and agreement between de DAS28 and the RAPID3 in patients with RA, with a focus on the low disease activity categories. METHODS: We performed a retrospective database study with available clinical data collected as part of usual care from the electronic medical record at Reade Amsterdam. The dataset comprised RAPID3 assessments followed by a DAS28 within 2 weeks, obtained between June 2014 and March 2021. We dichotomized the disease activity categories for both the RAPID3 and DAS28 into low (remission and low disease activity) and high (moderate and high disease activity). With cutoff values of 2.0 for RAPID3 and 3.2 for DAS28, we calculated test characteristics and agreement (Cohen's kappa). RESULTS: A total of 5009 combined RAPID3 and DAS28 measurements were done at Reade in 1681 unique RA patients. The mean age was 60 years, and 76% of patients were female with a median disease duration of 4 years. Agreement was considered fair (kappa = 0.26). In total, 1426 (28%) of the RAPID3 measurements were classified as low and could be potentially targeted to skip their consultations. The sensitivity to detect low disease activity was 0.39, specificity was 0.93, and the positive predictive value was 0.92. CONCLUSION: We showed that when the RAPID3 classifies a patient into low disease activity state, the accuracy is 92%. Of all consultations, 28% could possibly be postponed following the screening with RAPID3. | |
35418937 | COVID-19 Outcomes in Myasthenia Gravis Patients: Analysis From Electronic Health Records i | 2022 | BACKGROUND: Myasthenia gravis (MG) is an autoimmune, neuromuscular condition and patients with MG are vulnerable due to immunosuppressant use and disease manifestations of dyspnea and dysphagia during the coronavirus disease 2019 (COVID-19) pandemic. METHODS: We conducted a retrospective cohort study using the Optum(®) de-identified COVID-19 Electronic Health Record (EHR) dataset. Primary outcomes, such as hospitalization, ventilator use, intensive care unit (ICU) admission, and death in COVID-19 patients with MG, were compared with those of COVID-19 patients without MG: the subgroups of non-MG included those with rheumatoid arthritis (RA), systemic lupus (SLE), and multiple sclerosis (MS). We further analyzed factors affecting mortality, such as age, race/ethnicity, comorbidities, and MG treatments. RESULTS: Among 421,086 individuals with COVID-19, there were 377 patients with MG, 7,362 patients with RA, 1,323 patients with SLE, 1,518 patients with MS, and 410,506 patients without MG. Patients with MG were older and had more comorbidities compared with non-MG patients and had the highest rates of hospitalization (38.5%), ICU admission (12.7%), ventilator use (3.7%), and mortality (10.6%) compared with all other groups. After adjusting for risk factors, patients with MG had increased risks for hospitalization and ICU compared with patients with non-MG and with RA but had risks similar to patients with SLE and with MS. The adjusted risk for ventilator use was similar across all groups, but the risk for mortality in patients with MG was lower compared with the SLE and MS groups. Among patients with MG, age over 75 years and dysphagia were predictors for increased COVID-19 mortality, but the recent MG treatment was not associated with COVID-19 mortality. CONCLUSIONS: COVID-19 patients with MG are more likely to be admitted to the hospital and require ICU care. Older age and patients with dysphagia had an increased risk of mortality. | |
33719873 | Corneal biomechanical parameters in systemic autoimmune diseases. | 2022 Jan | CLINICAL RELEVANCE: The relationship between the cornea and systemic autoimmune diseases has been demonstrated in prior studies. Corneal Visualisation Scheimpflug Technology (Corvis ST) provides a specific and detailed assessment of corneal biomechanical features, such as stiffness and elasticity. BACKGROUND: This study aims to evaluate corneal biomechanical changes in patients with systemic autoimmune diseases using Corvis ST. METHODS: This prospective study included 36 patients with ankylosing spondylitis (AS), 38 patients with rheumatoid arthritis (RA), and 36 age- and sex-matched healthy subjects. After ophthalmologic examinations Pentacam HR and Corvis ST was performed on all eyes. The mean keratometric and pachymetric data, corneal biomechanical parameters, biomechanical intraocular pressure (bIOP) were analysed. RESULTS: There was no statistically significant differences among the groups regarding age, gender, refraction, visual acuity, IOP, pachymetry and keratometry. Compared to healthy controls, the mean velocity values of applanation 1 (A1V) and 2 (A2V), deformation amplitude (DA), and corvis biomechanical index (CBI) were statistically significantly higher and stiffness parameter at first applanation (SPA1) was statistically significantly lower in AS and RA patients (all p < 0.05). In both AS and RA groups, disease duration was found to be negatively correlated with SPA1 (p = 0.043, 0.027, respectively) and positively correlated with CBI (p = 0.022, 0.020, respectively). CONCLUSION: AS and RA patients have a decreased corneal stiffness compared to healthy subjects. Disease duration seems to be correlated with these changes. | |
35407629 | Machine Learning Algorithms: Prediction and Feature Selection for Clinical Refracture afte | 2022 Apr 5 | BACKGROUND: The number of patients with fragility fracture has been increasing. Although the increasing number of patients with fragility fracture increased the rate of fracture (refracture), the causes of refracture are multifactorial, and its predictors are still not clarified. In this issue, we collected a registry-based longitudinal dataset that contained more than 7000 patients with fragility fractures treated surgically to detect potential predictors for clinical refracture. METHODS: Based on the fact that machine learning algorithms are often used for the analysis of a large-scale dataset, we developed automatic prediction models and clarified the relevant features for patients with clinical refracture. Formats of input data containing perioperative clinical information were table data. Clinical refracture was documented as the primary outcome if the diagnosis of fracture was made at postoperative outpatient care. A decision-tree-based model, LightGBM, had moderate accuracy for the prediction in the test and the independent dataset, whereas the other models had poor accuracy or worse. RESULTS: From a clinical perspective, rheumatoid arthritis (RA) and chronic kidney disease (CKD) were noted as the relevant features for patients with clinical refracture, both of which were associated with secondary osteoporosis. CONCLUSION: The decision-tree-based algorithm showed the precise prediction of clinical refracture, in which RA and CKD were detected as the potential predictors. Understanding these predictors may improve the management of patients with fragility fractures. | |
35045891 | The burden of the most common rheumatic disease in Colombia. | 2022 Jan 20 | BACKGROUND: Estimating the burden of rheumatic diseases (RDs) requires proper evaluation of its lethal and nonlethal consequences. In Colombia, it is possible to find local data and Global Burden of Disease (GBD) reports that collect information from varied contexts and apply complex statistical models, but no on-site estimations are available. METHODS: This was a descriptive study on the burden of RD based on occurrence and mortality data in the general population during 2015, including information and prevalence estimations from the Community Oriented Program for the Control of Rheumatic Diseases (COPCORD) study. Disability-adjusted life years (DALYs) were estimated by combining measures of years of life lost (YLL) and years lived with disability (YLDs). For disability weight estimations among cases, different COPCORD responses were mapped using flowcharts to show the severity distribution according to GBD. All model parameters and results were validated through an expert consensus panel. RESULTS: Low back pain (LBP) was the RD with the greatest burden of disease, costing 606.05 (95% CI 502.76-716.58) DALYs per 100,000 inhabitants, followed by osteoarthritis (292.11; 95% CI 205.76-386.85) and rheumatoid arthritis (192.46, 95% CI 109.7-239.69). CONCLUSIONS: The burden of RD is as high in Colombia as in other countries of the region. The results offer an interesting tool for optimizing healthcare system design as well as for planning the distribution of human and economic resources to achieve early diagnosis and adequate care of these diseases. | |
35040415 | Effects of Hydroxychloroquine on Progression of Diabetic Retinopathy in Subjects with Rheu | 2022 Jan 18 | OBJECTIVE: The study was conducted to investigate the effects of hydroxychloroquine, an anti-inflammatory drug, which was recently approved and used as an add on oral antidiabetic drug for uncontrolled Type 2 Diabetes Mellitus (DM) on an adequate dose of sulfonylurea and metformin on the progression of diabetic retinopathy (DR) in subjects with Rheumatoid Arthritis and Type 2 Diabetes Mellitus. The primary objective was to evaluate the effect of hydroxychloroquine on the onset of Diabetic Retinopathy (DR) and progression of the disease. Best-corrected visual acuity (BCVA) charts with 3 or more lines worsening of visual acuity and the development of clinically significant macular edema (CSME) were added as secondary objectives as described in the Early Treatment Diabetic Retinopathy Study (ETDRS). METHODS: This retrospective analysis was done from medical records of all Rheumatoid Arthritis (RA) patients who also had T2DM and were treated with hydroxychloroquine (HCQ) 400 mg OD or 200 mg BID (N=65) and received ophthalmologic care at an endocrinology clinic in India up to a mean follow-up of 3.5±0.5 years and matched subjects taking any other disease-modifying antirheumatic drugs (DMARD) and pioglitazone (N=34). RESULTS: Baseline characteristics were similar in both the groups, with matched glycated haemoglobin (9.1 % and 9.2 % respectively, p=0.127). In both groups, over 3.5 years, HbA1c was reduced significantly. No new cases of DR were detected in the HCQ group, whereas 2 patients had developed DR in the pioglitazone group. At the base line visit, mild non-proliferative Diabetic Retinopathy (NPDR) was present in 18 eyes and 14 eyes in the HCQ and pioglitazone groups, respectively. Progression to moderate NPDR over 3.5 years occurred in 2 out of 18 (11 %) eyes in the HCQ group and 8 out of 14 (57 %) eyes in the pioglitazone group, respectively, representing a significant relative risk reduction (p=.001). No patients had progressed from mild NPDR to severe NPDR in the HCQ group, whereas 2 eyes had progressed from mild NPDR to severe NPDR in the pioglitazone group. None of the patients in either arm developed diabetic macular oedema. CONCLUSION: Progression of DR from mild to moderate NPDR or severe NPDR may be delayed by HCQ. Large scale randomised prospective clinical trial is required to establish the risk-benefit profiles of HCQ in T2DM. |