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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31160890 | Elucidating the endogenous synovial fluid proteome and peptidome of inflammatory arthritis | 2019 | BACKGROUND: Inflammatory arthritis (IA) is an immunological disorder in which loss of immune tolerance to endogenous self-antigens perpetuates synovitis and eventual destruction of the underlying cartilage and bone. Pathological changes in the joint are expected to be represented by synovial fluid (SF) proteins and peptides. In the present study, a mass spectrometry-based approach was utilized for the identification of key protein and peptide mediators of IA. METHODS: Age-matched SF samples from 10 rheumatoid arthritis patients, 10 psoriatic arthritis patients and 10 cadaveric controls were subjected to an integrated proteomic and peptidomic protocol using liquid chromatography tandem mass spectrometry. Significant differentially abundant proteins and peptides were identified between cohorts according to the results of a Mann-Whitney U test coupled to the Benjamini-Hochberg correction for multiple hypothesis testing. Fold change ratios were computed for each protein and peptide according to their log-transformed extracted ion current. Pathway analysis and antimicrobial peptide (AMP) prediction were conducted to clarify the pathophysiological relevance of identified proteins and peptides to IA. RESULTS: We determined that 144 proteins showed significant differential abundance between the IA and control SF proteomes, of which 11 protein candidates were selected for future follow-up studies. Similar analyses applied to our peptidomic data identified 15 peptide sequences, originating from 4 protein precursors, to have significant differential abundance in IA compared to the control SF peptidome. Pathway enrichment analysis of the IA SF peptidome along with AMP prediction suggests a possible mechanistic role of microbes in eliciting an immune response which drives the development of IA. CONCLUSIONS: The discovery-phase data generated herein has provided a basis for the identification of candidates with the greatest potential to serve as novel serum biomarkers specific to inflammatory arthritides. Moreover, these findings facilitate the understanding of possible disease mechanisms specific to each subtype. | |
31351533 | Imaging of Common Rheumatic Joint Diseases Affecting the Upper Limbs. | 2019 Sep | Imaging plays an important role in diagnosis and monitoring of rheumatic diseases of the upper limb. Many rheumatic diseases present with similar clinical pictures, especially in the early stages. Imaging findings in inflammatory and degenerative joint diseases often are nonspecific, especially in the early stages. Imaging findings should be interpreted in light of the clinical context-clinical and paraclinical findings. Good referrals with short clinical history, main clinical findings, disease-involved joint(s), pain distribution, and relevant blood tests increase the likelihood of a correct diagnosis. | |
31169840 | Remotely controlled nanofluidic implantable platform for tunable drug delivery. | 2019 Jun 25 | Chronic diseases such as hypertension and rheumatoid arthritis are persistent ailments that require personalized lifelong therapeutic management. However, the difficulty of adherence to strict dosing schedule compromises therapeutic efficacy and safety. Moreover, the conventional one-size-fits-all treatment approach is increasingly challenged due to the intricacies of inter- and intra-individual variabilities. While accelerated technological advances have led to sophisticated implantable drug delivery devices, flexibility in dosage and timing modulation to tailor precise treatment to individual needs remains an elusive goal. Here we describe the development of a subcutaneously implantable remote-controlled nanofluidic device capable of sustained drug release with adjustable dosing and timing. By leveraging a low intensity electric field to modify the concentration driven diffusion across a nanofluidic membrane, the rate of drug administration can be increased, decreased or stopped via Bluetooth remote command. We demonstrate in vitro the release modulation of enalapril and methotrexate, first-line therapeutics for treatment of hypertension and rheumatoid arthritis, respectively. Further, we show reliable remote communication and device biocompatibility via in vivo studies. Unlike a pulsatile release regimen typical of some conventional controlled delivery systems, our implant offers a continuous drug administration that avoids abrupt fluctuations, which could affect response and tolerability. Our system could set the foundation for an on-demand delivery platform technology for long term management of chronic diseases. | |
31032567 | Multidisciplinary Biopsychosocial Program for Chronic Musculoskeletal Pain at the Dead Sea | 2019 Apr | BACKGROUND: Multidisciplinary biopsychosocial rehabilitation for patients presenting with rheumatic diseases has been shown to produce better results in a warm climate. Dead Sea Climatotherapy (DSC) has been successfully used for decades to treat many patients with rheumatic diseases. OBJECTIVES: To evaluate the short-term improvement of Norwegian patients who presented with chronic pain following a multidisciplinary biopsychosocial approach to treatment combined with DSC. Both objective and subjective clinical parameters were evaluated. METHODS: This retrospective study included a statistical analysis of 938 patients presenting with rheumatoid arthritis and ankylosing spondylitis (n=105), osteoarthritis (n=342), fibromyalgia (n=374), and other orthopedic conditions (n=117). Clinical assessments were conducted before and after a 3 week treatment program at the Dead Sea. RESULTS: Six parameters improved significantly in the rheumatoid arthritis and ankylosing spondylitis group as well as in the osteoarthritis group. Five parameters in the fibromyalgia group improved, while two improved in the orthopedic conditions group. Overall, major significant changes occurred in the pain self-assessment, joint motility, and daily activities scores. CONCLUSIONS: A 3-week multidisciplinary biopsychosocial program combined with DSC induced positive changes in the clinical parameters of Norwegian patients presenting with chronic musculoskeletal pain. | |
30878436 | Imaging Risk in Multisystem Inflammatory Diseases. | 2019 Dec | Rheumatic diseases are immune-mediated inflammatory multisystem diseases with frequent cardiovascular manifestations including perimyocarditis, valvular disease, coronary artery disease, heart failure with or without preserved ejection fraction, pulmonary hypertension, aneurysms, and thrombosis. Echocardiography, carotid ultrasonography, cardiac computed tomography, cardiac magnetic resonance imaging, and positron emission tomography are valid diagnostic tools for the detection of the cardiovascular complications of the multisystem diseases that frequently determine prognosis. Furthermore, the findings of these methods may offer additive risk stratification in asymptomatic patients over the conventional risk scores used to assess cardiovascular risk in the primary prevention setting. Finally, the imaging methods offer a unique opportunity to monitor the effects of treatment on atherosclerotic lesions, coronary microcirculatory dysfunction, myocardial inflammation and fibrosis. However, studies are needed to investigate whether improvement of imaging markers by treatment or selection of treatment according to its effects on surrogate imaging markers is linked to improved prognosis. | |
31267615 | Anti-centrosome antibodies: Prevalence and disease association in Chinese population. | 2019 Oct | Anti-centrosome antibodies are rare findings with undefined clinical significance in clinical research. We aimed at investigating the prevalence and clinical significance of anti-centrosome antibodies in Chinese population. Testing results of total of 281,230 ANA-positive sera were retrospectively obtained from West China Hospital Sichuan University in China between 2008 and 2017. We retrospectively collected and analysed the clinical and laboratory data of the patients with positive anti-centrosome antibody. Of the 356 453 patients tested, 281 230 patients had positive antinuclear antibodies (ANAs, 78.9%), but only 78 patients with positive anti-centrosome antibodies (0.022%), of which 74.4% are females. Diagnoses were established in 69 of 78 patients: 37 cases were autoimmune diseases, mainly including undifferentiated connective tissue diseases (UCTD, 9/37), rheumatoid arthritis (RA, 6/37), Sjögren's syndrome (SS, 5/37) and primary biliary cirrhosis (PBC, 5/37), and the remaining were other autoimmune conditions. The most frequent clinical symptoms of the anti-centrosome-positive patients were arthralgia and eyes and mouth drying. Additionally, 86.7% of anti-centrosome antibodies were not associated with other ANA profiles; however, when associated, the most frequent ANA was anti-U1RNP. Anti-centrosome antibodies are featured by a low prevalence and female gender predominance. They are correlated with some specific diseases, both autoimmune diseases, especially UCTD, RA, SS and PBC, and non-autoimmune diseases, such as infection and cancer, which suggests that they might be potential supporting serological markers of these diseases. | |
30638292 | Structure, function, and inhibition of a genomic/clinical variant of Porphyromonas gingiva | 2019 Mar | Citrullination is an essential post-translational modification in which the guanidinium group of protein and peptide arginines is deiminated by peptidylarginine deiminases (PADs). When deregulated, excessive citrullination leads to inflammation as in severe periodontal disease (PD) and rheumatoid arthritis (RA). Porphyromonas gingivalis is the major periodontopathogenic causative agent of PD and also an etiological agent of RA. It secretes a PAD, termed Porphyromonas PAD (PPAD), which is a virulence factor that causes aberrant citrullination. Analysis of P. gingivalis genomes of laboratory strains and clinical isolates unveiled a PPAD variant (PPAD-T2), which showed three amino-acid substitutions directly preceding catalytic Residue H(236) (G(231) N/E(232) T/N(235) D) when compared with PPAD from the reference strain (PPAD-T1). Mutation of these positions in the reference strain resulted in twofold higher cell-associated citrullinating activity. Similar to PPAD-T1, recombinant PPAD-T2 citrullinated arginines at the C-termini of general peptidic substrates but not within peptides. Catalytically, PPAD-T2 showed weaker substrate binding but higher turnover rates than PPAD-T1. In contrast, no differences were found in thermal stability. The 1.6 Ã…-resolution X-ray crystal structure of PPAD-T2 in complex with the general human PAD inhibitor, Cl-amidine, revealed that the inhibitor moiety is tightly bound and that mutations localize to a loop engaged in substrate/inhibitor binding. In particular, mutation G(231) N caused a slight structural rearrangement, which probably originated the higher substrate turnover observed. The present data compare two natural PPAD variants and will set the pace for the design of specific inhibitors against P. gingivalis-caused PD. | |
34522257 | Management of rheumatoid arthritis in Poland - where daily practice might not always meet | 2021 | INTRODUCTION: International recommendations are intended to help rheumatologists in the effective management of rheumatoid arthritis (RA) through an evidence-based approach. This research aimed to evaluate management patterns and associated difficulties encountered by rheumatologists in daily practice. MATERIAL AND METHODS: Interviewers recruited 101 Polish rheumatologists in a random quota-based, nationwide sample of outpatient clinics. Quantitative data were input online using a computer-assisted web interview tool. RESULTS: Disease-modifying antirheumatic drugs (DMARDs) are not initiated at the time of diagnosis in 15% of RA patients, most often due to difficulties in patient-provider communication. The RA activity is assessed every 4 to 6 months by 30% of rheumatologists, and 64% of patients are reported to never achieve remission. Composite indices are the most reliable indicators of remission only for 38% of responders. Despite inadequate disease control with ≥ 2 treatment schedules with synthetic DMARDs, 34% of these patients are not considered for biological DMARDs (bDMARDs). Contraindications and reimbursement barriers are the most frequently stated reasons. Therapy with glucocorticoid (GC) lasting over 3 months is reported by 70% of rheumatologists. International recommendations are stated as the most common basis for treatment decisions. CONCLUSIONS: Awareness of recommendations is not sufficient to ensure their application in clinical practice. Inadequate management of RA is quite prevalent, with a substantial contribution of non-medical factors. Daily practice mainly deviates from guidelines regarding frequency and mode of monitoring measures, time to DMARD initiation, and duration of GC treatment. Education programs and policy changes may significantly narrow the gap between evidence and practice. | |
31956449 | An Unusual Amyloid Goiter in a 48-Year-Old Woman with Rheumatoid Arthritis, Secondary Amyl | 2019 | Amyloid goiter (AG) is characterized by the presence of deposits of amyloid protein in the thyroid tissue in sufficient amounts to produce enlargement of the gland, accompanied by fat deposition or thyrolipomatosis. It can be seen in long-standing inflammatory disorders, with the common characteristic of amyloidotic renal failure. In daily practice, practitioners should pay attention to the differential diagnosis in patients with suggestive co-morbidities for amyloidosis. The clinic is a progressive increase of the thyroid gland with compressive symptomatology (dyspnea, dysphagia, and changes in the voice). The main imaging finding is diffuse fatty infiltration of the thyroid. The amyloid goitre was most probably in the general context of amyloidosis, regardless of the other complications. We present a case of a 48-years-old female with amyloid goiter secondary to rheumatoid arthritis and renal failure. | |
31627347 | Cows Get Crohn's Disease and They're Giving Us Diabetes. | 2019 Oct 17 | Increasingly, Johne's disease of ruminants and human Crohn's disease are regarded as the same infectious disease: paratuberculosis. Mycobacterium avium ss. paratuberculosis (MAP) is the cause of Johne's and is the most commonly linked infectious cause of Crohn's disease. Humans are broadly exposed to MAP in dairy products and in the environment. MAP has been found within granulomas such as Crohn's disease and can stimulate autoantibodies in diseases such as type 1 diabetes (T1D) and Hashimoto's thyroiditis. Moreover, beyond Crohn's and T1D, MAP is increasingly associated with a host of autoimmune diseases. This article suggests near equivalency between paucibacillary Johne's disease of ruminant animals and human Crohn's disease and implicates MAP zoonosis beyond Crohn's disease to include T1D. | |
31154882 | Factors affecting bone union after distal shortening oblique osteotomy of the lesser metat | 2020 May | Objectives: There have been few reports on factors affecting bone union after metatarsal osteotomies. The purpose of this study was to clarify the factors affecting bone union after distal shortening oblique osteotomy of the lesser metatarsals.Methods: Patients who underwent distal shortening oblique osteotomy of the lesser metatarsals were retrospectively investigated. Failure to achieve bone union at 6 months after surgery was defined as delayed union. Background characteristics and radiographic measurements were compared between patients with and those without delayed union, and factors affecting bone union were assessed using multivariate analysis.Results: Among 204 toes in 58 patients evaluated in this study, delayed union occurred in 28%. In multivariate analysis, corticosteroid use (odds ratio (OR), 3.68; 95% confidence interval (CI), 1.65-8.16; p< .01), larger preoperative overlap between the metatarsal and the proximal phalanx (OR, 1.11 (per 1 mm increase); 95% CI, 1.02-1.21; p= .02), and larger gap at the osteotomy site (OR, 3.02 (per 1 mm increase); 95% CI, 1.76-5.16; p< .01) were identified as independent risk factors of delayed union.Conclusion: The identified risk factors of delayed union after distal shortening metatarsal osteotomies were corticosteroid use, preoperative overlap between the metatarsal and the proximal phalanx, and a gap at the osteotomy site. | |
30962689 | Drug-related problems in patients with rheumatoid arthritis. | 2019 | BACKGROUND: Rheumatoid arthritis (RA) patients are at risk of acquiring drug-related problems (DRPs). However, there has been a lack of studies on DRPs in patients with RA up to now. METHOD: This retrospective study was conducted in a tertiary hospital in Malaysia from January 2012 to December 2017 with the purpose of assessing DRPs in RA patients and factors associated with its occurrence. A total of 200 patients who had received pharmacological treatment for RA were enrolled in this study. Assessment of DRPs was based on the Pharmaceutical Network Care Europe tool version 5.01. RESULTS: A total of 289 DRPs with an average of 1.5±1.0 problems per patient were identified, in which 78.5% of the population had at least one DRP. The most common DRPs encountered were adverse reactions (38.8%), drug interactions (33.6%), and drug-choice problems (14.5%). Factors that had significant association with the occurrence of DRPs were polypharmacy (P=0.003), multiple comorbidities (P=0.001), hyperlipidemia (P=0.009), osteo (P=0.040), and renal impairment (P=0.044). These data indicated that the prevalence of DRPs was high among RA patients. CONCLUSION: Early identification of types of DRPs and associated factors may enhance the prevention and management of RA. | |
31879042 | Endoplasmic reticulum stress in autoimmune diseases. | 2020 Mar | If the body's immune system is disordered and begins to attack "self" and therefore, its own tissues this is considered to be an autoimmune pathology. The specific mechanisms vary between the different diseases and have not always been elucidated but chronic, non-resolving inflammation is a common theme in the pathogenesis of autoimmune diseases. Interestingly, it has been shown that development and occurrence of various inflammatory responses are closely correlated to endoplasmic reticulum stress. Therefore, this review discusses the current progress of research about the relationship between autoimmune diseases and endoplasmic reticulum stress, specifically the unfolded protein response (UPR). | |
31308803 | Ameliorative effects of ginseng and ginsenosides on rheumatic diseases. | 2019 Jul | BACKGROUND: Inflammation is a host-defensive innate immune response to protect the body from pathogenic agents and danger signals induced by cellular changes. Although inflammation is a host-defense mechanism, chronic inflammation is considered a major risk factor for the development of a variety of inflammatory autoimmune diseases, such as rheumatic diseases. Rheumatic diseases are systemic inflammatory and degenerative diseases that primarily affect connective tissues and are characterized by severe chronic inflammation and degeneration of connective tissues. Ginseng and its bioactive ingredients, genocides, have been demonstrated to have antiinflammatory activity and pharmacological effects on various rheumatic diseases by inhibiting the expression and production of inflammatory mediators. METHODS: Literature in this review was searched in a PubMed site of National Center for Biotechnology Information. RESULTS: The studies reporting the preventive and therapeutic effects of ginseng and ginsenosides on the pathogenesis of rheumatic diseases were discussed and summarized. CONCLUSION: Ginseng and ginsenosides play an ameliorative role on rheumatic diseases, and this review provides new insights into ginseng and ginsenosides as promising agents to prevent and treat rheumatic diseases. | |
31556983 | 2019 Mar 26 | Rheumatoid arthritis (RA) is an inflammatory, chronic disease of the joint that is characterized by activation of autoantibodies against immunoglobulin G and anticitrullinated protein antibodies. Activated immune cells cause synovial accumulation that leads to cartilage and bone erosion. The prevalence of RA in urban Quebec between 1992 and 2008 was estimated to be as high as 995 per 100,000 females aged 45 years and older and 994 per 100,000 males in the same age group. The prevalence was estimated to be 205 per 100,000 females younger than 45 years, and 73 per 100,000 males younger than 45 years. The prevalence values were lower in age-matched rural populations except for females aged 45 years and older. In Ontario, the prevalence in 2010 was estimated to be 784 (with a 95% confidence interval of 779 to 789) per 100,000 people. Patients with RA have a shorter life expectancy than the general population and are at higher risk of experiencing cardiovascular events. Methotrexate (MTX), a conventional synthetic disease modifying anti-rheumatic drug (csDMARD), is a folic acid antagonist and is the drug that is most commonly used to treat RA. Some patients may be intolerant of or may not respond adequately to MTX monotherapy, therefore alternate forms of therapy have emerged. Other csDMARDs such as sulfasalazine (SSZ), leflunomide (LEF), and hydroxychloroquine (HCQ) are available and are offered as monotherapy or in combination with other csDMARDs or biologics. For patients who are intolerant of specific csDMARDs or whose RA is inadequately controlled with one or more csDMARDs, biologic therapies such as tumor necrosis inhibitors, T-cell stimulation inhibitors, CD20 inhibitors, IL-6 inhibitors, or JAK inhibitors, are increasingly being recommended. However, given that biologics are significantly more costly than csDMARDs, there are renewed efforts to determine whether combinations of csDMARDs may be more cost-effective. The aim of this report is to summarize the cost-effectiveness evidence on triple csDMARDs therapy (specifically, methotrexate, sulfasalazine, hydroxychloroquine) relative to other pharmacologic options for the management of RA in North America. | ||
30888759 | Whipple's disease in a man of North African descent : case report and brief review of the | 2019 Jan | A 62-year-old man of North African descent presented with weight loss in the past year and diarrhea for three weeks. His medical history included erosive rheumatoid arthritis, treated with methotrexate and adalimumab. Histological examination of a duodenal biopsy showed foamy macrophages in the lamina propria, with PAS-positive cytoplasmatic inclusions. These findings are compatible with Whipple's disease, a rare chronic infectious disease caused by Tropheryma whipplei, an opportunistic bacterium. It is typically seen in middle-aged Caucasian men and the immunocompromised host. The classical presentation of Whipple's disease consists of intermittent migratory arthralgia, followed by intestinal symptoms which typically occur six to seven years later. The clinical image can be very variable, and this complicates the diagnostic process. PAS-staining and PCR are the diagnostic cornerstones. In our case, treatment consisted of a prolonged cure of antibiotics: intravenous ceftriaxone for two weeks, followed by an oral maintenance therapy of doxycycline and hydroxychloroquine for at least one year. A therapeutic dilemma arose as continued anti-TNF blockade was necessary to maintain remission of the rheumatoid arthritis. Lifelong follow-up is necessary because relapse is possible. | |
30790242 | Nurse and Patient Perceptions and Preferences for Subcutaneous Autoinjectors for Inflammat | 2019 Jun | INTRODUCTION: Imraldi™ is a biosimilar of the anti-tumor necrosis factor (TNF) monoclonal antibody adalimumab and was recently approved in Europe for the treatment of various inflammatory conditions. Imraldi is administered via an autoinjector device that features distinct design attributes compared with other biologic TNF inhibitor autoinjectors, such as the Humira (adalimumab) Pen® and Enbrel® (etanercept) MyClic® Pen were developed by the relevant pharmaceutical companies. The aim of this study was to evaluate patients' and nurses' preferences for the Imraldi versus Humira or Enbrel MyClic autoinjectors in the UK and Germany. METHODS: Patients with inflammatory joint or bowel disease and nurses with experience in educating patients with these conditions on self-injection participated in two survey studies, the first comparing the Imraldi and Humira autoinjectors and the second comparing the Imraldi and Enbrel MyClic autoinjectors. RESULTS: Overall, 101 nurses (UK, n = 50; Germany, n = 51) and 151 patients (UK, n = 90; Germany, n = 61) participated in both studies. In the first study, 85% of nurses and 78% of patients preferred the Imraldi autoinjector over the Humira autoinjector (P < 0.001); in the second study, 86% of nurses and 79% of patients preferred the Imraldi autoinjector over the Enbrel MyClic autoinjector (P < 0.001). Top reasons for preferring the Imraldi autoinjector included ease of use, ease of grip, and its button-free initiation mechanism. Most nurses indicated they would recommend the Imraldi autoinjector over the Humira and Enbrel MyClic autoinjectors, and most patients indicated they would choose the Imraldi autoinjector over the Humira and Enbrel MyClic autoinjectors to continue treatment. CONCLUSION: Nurses and patients in the UK and Germany preferred the Imraldi autoinjector over both the Humira and Enbrel MyClic autoinjectors, which may be a consideration, along with other factors, for treatment decisions in the management of patients with inflammatory joint or bowel disease. FUNDING: Biogen International GmbH. | |
30446926 | Plantago squarrosa Murray extracts inhibit the growth of some bacterial triggers of autoim | 2019 Apr | Ankylosing spondylitis, multiple sclerosis, rheumatoid arthritis and rheumatic fever are autoimmune inflammatory diseases that may be triggered in genetically susceptible individuals by specific bacterial pathogens. Inhibiting the growth of these bacteria with high antioxidant plant extracts may inhibit the aetiology of these diseases, as well as inhibiting the later phase symptoms. P. squarrosa extracts were analysed for antioxidant activity using a DPPH free radical scavenging assay. Bacterial growth inhibitory activity was evaluated using disc diffusion assays and the activity was quantified by MIC determination. The extracts were screened for toxicity by A. franciscana nauplii assays. The most potent antibacterial extract (ethyl acetate) was analysed by GC-MS headspace profile analysis and compounds were identified with reference to a phytochemical database. All extracts displayed strong DPPH radical scavenging activity. The ethyl acetate extract was particularly potent (IC(50) 1.4 µg/mL), whilst the other extracts also had significant radical scavenging activity (IC(50) values between 11 and 22 µg/mL). Notably, the bacterial growth inhibitory activity of the extracts correlated with their DPPH radical scavenging activity. The ethyl acetate extract, which had the greatest DPPH scavenging activity, generally displayed the most potent bacterial growth inhibitory activity. This extract was particularly potent against P. mirabilis, P. vulgaris and A. baylyi (MIC values of 484, 575 and 880 µg/mL, respectively). It also inhibited P. aeruginosa and S. pyogenes growth, albeit with higher MICs (1600-3700 µg/mL). All other extract-bacteria combinations were either inactive or resulted in mid-low potency inhibition. All extracts were non-toxic in the A. franciscana bioassay (LC(50) substantially > 1000 µg/mL). In total, 89 unique mass signals were identified in the P. squarrosa ethyl acetate extract by non-biased GC-MS headspace analysis. A number of compounds which may contribute to the antibacterial activity of this extract have been highlighted. | |
31777839 | Supplementing Claims Data with Electronic Medical Records to Improve Estimation and Classi | 2019 Nov | OBJECTIVE: Previous attempts to estimate rheumatoid arthritis (RA) disease activity using claims data only did not yield high performance. We aimed to assess whether supplementing claims data with readily available electronic medical record (EMR) data might result in improvement. METHODS: We used a subset of the Brigham and Women's Hospital Rheumatoid Arthritis Sequential Study (BRASS) that had linked Medicare claims. The disease activity score in 28 joints with C-reactive protein (DAS28-CRP) was considered the gold standard of measure. Variables in the linked Medicare claims, as well as EMR recorded in the preceding one-year period were used as potential explanatory variables. We constructed three models: "Claims-Only," "Claims + Medications," and "Claims + Medications + Labs (laboratory data from EMR). We selected variables via adaptive LASSO. Model performance was measured with adjusted R2 for continuous DAS28-CRP and C-statistics for binary category classification (high/moderate vs low disease activity/remission). RESULTS: We identified 300 patients with laboratory data and linked Medicare claims. The mean age was 68 years and 80% were female. The mean (SD) DAS28-CRP was 3.6 (1.6) and 51% had high or moderate DAS28-CRP. For the continuous estimation, the adjusted R2 was 0.02 for Claims-Only, 0.09 for Claims + Medications, and 0.18 for Claims + Medications + Labs. The C-statistics for discriminating the binary categories were 0.61 for Claims-Only, 0.68 for Claims + Medications, and 0.76 for Claims + Medications + Labs. CONCLUSION: Adding EMR-derived variables to claims-derived variables resulted in modest improvement. Even with EMR variables, we were unable to estimate continuous DAS28-CRP satisfactorily. However, in claims-EMR models, we were able to discriminate between binary categories of disease activity with reasonable accuracy. | |
31701084 | Discussions of lifestyle habits as an integral part of care management: a cross-sectional | 2019 | OBJECTIVES: The primary aim was to determine whether patients with RA recalled having discussions concerning lifestyle habits during their health-care visits. The secondary aim was to study the association between patients' reported lifestyle and their wish to discuss it. METHODS: A postal questionnaire sent to 1542 eligible patients from the Better Anti-Rheumatic Pharmacotherapy (BARFOT) study included questions on lifestyle habits (physical activity, diet, smoking and alcohol), on whether these were discussed during health-care visits and on whether there was an interest in such discussions. RESULTS: A total of 1061 patients (68%) responded [mean age 67 (s.d. 13) years, 73% women]. Half of the patients (49%) recalled discussions on physical activity, and 23% recalled discussions about diet. Those who reported health-enhancing levels of physical activity were more likely to discuss physical activity with their health professionals. Likewise, patients who reported having a non-traditional mixed diet were more likely to discuss diet. Smoking was discussed with 25% of the patients, more often with current smokers than with non-smokers (32 vs 17%; P < 0.001). Alcohol was discussed with 17% of the patients. Of those patients who reported having hazardous drinking habits, 77% had not discussed alcohol use with any health professional. CONCLUSION: Discussions about lifestyle were recalled by half of the patients with established RA. There is a need for improvement, because lifestyle habits may affect the long-term outcome in a chronic disease, such as RA. Patient education concerning lifestyle habits should be an integral part of care management and an interactive process. |