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Gao Z, Alishahi F, Faridpour A, Nezamoleslami S, Nezamoleslami S, Ghiasvand R, Movahedi A, Shivappa N, Hébert JR, Jalalinejad M, Ataie-Jafari A. Association between dietary inflammatory index and rheumatoid arthritis: a case-control study. Prostaglandins Other Lipid Mediat 2024:106916. [PMID: 39461548 DOI: 10.1016/j.prostaglandins.2024.106916] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2024] [Revised: 09/28/2024] [Accepted: 10/22/2024] [Indexed: 10/29/2024]
Abstract
Diet represents an important set of potential risk factors for rheumatoid arthritis (RA), a known inflammatory condition. This case-control study examined the association between the inflammatory potential of diet, as determined by the dietary inflammatory index (DII®), and RA risk in an Iranian population. The present Case-control study was conducted on 100 RA patients and 200 age- and sex-matched controls in Isfahan, Iran. The presence of RA was determined by expert Rheumatologist assessment based on the American College of Rheumatology definitions. A 168-item food frequency questionnaire was used to collect dietary intake from which DII scores were computed. Odds ratios (OR) and 95% confidence intervals (CI) for the association between the DII, expressed in tertiles, and RA risk were estimated by two multivariable logistic regression models, one crude model and one in which we controlled for important potential confounders. In the crude model, individuals in the top DII tertile (most pro-inflammatory diet) had more than triple the risk of RA compared to those in the lowest tertile (ORtertile3vs1= 3.57; 95% CI, 1.95-6.53; p< 0.001). The association was essentially unchanged after controlling for potential confounders (OR tertile3vs1 = 3.83; 95% CI, 1.66-8.81; p<0.001). We found that a pro-inflammatory diet is associated with increased risk of RA. Higher volume studies are needed to confirm the results.
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Affiliation(s)
- Zhejianyi Gao
- Orthopedic Department, Fushun Hospital of Chinese Medicine, Fushun City, China
| | - Farhad Alishahi
- Faculty of Pharmacy, Mazandaran University of Medical Sciences, Sari, Iran
| | | | - Saeed Nezamoleslami
- Department of Nutrition, Science and Research Branch, Islamic Azad University, School of Nutrition, Tehran, Iran
| | - Shokufeh Nezamoleslami
- Department of Nutrition, School of Public Health, Iran University of Medical Sciences, Tehran, Iran
| | - Reza Ghiasvand
- Department of Community Nutrition, School of Nutrition and Food Science, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Ariyo Movahedi
- Department of Nutrition, Science and Research Branch, Islamic Azad University, School of Nutrition, Tehran, Iran
| | - Nitin Shivappa
- Cancer Prevention and Control Program and Department of Epidemiology and Biostatistics, Arnold School of Public Health, University of South Carolina, Columbia, SC 29208, USA; Connecting Health Innovations LLC, University of South Carolina, Columbia, SC 29201, USA
| | - James R Hébert
- Cancer Prevention and Control Program and Department of Epidemiology and Biostatistics, Arnold School of Public Health, University of South Carolina, Columbia, SC 29208, USA; Connecting Health Innovations LLC, University of South Carolina, Columbia, SC 29201, USA
| | | | - Asal Ataie-Jafari
- Department of Nutrition, Science and Research Branch, Islamic Azad University, School of Nutrition, Tehran, Iran.
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Zarrik H, Hassani AC, Rkain H, Allali F, Bahiri R, Ahid S. Indirect costs assessment and intangible costs description of rheumatoid arthritis patients with biological therapy in Morocco: ECORAM Study. Int J Rheum Dis 2024; 27:e15367. [PMID: 39373088 DOI: 10.1111/1756-185x.15367] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2024] [Revised: 07/30/2024] [Accepted: 09/25/2024] [Indexed: 10/08/2024]
Abstract
INTRODUCTION The aims of study are to estimate the indirect costs and intangible costs of RA in Morocco and to identify the factors likely to influence these costs among suffering patients. METHODS In the current study, data were collected by face-to-face interviews using a questionnaire in addition to the patient's files. Indirect costs including productivity losses and formal care, and intangible costs such as the cessation of physical and leisure activities, family care and divorce or remaining single until menopause's age for women due to the disease were reported for 110 RA patients. RESULTS The results show that among patients who lost totally or partially their salary, the annual average costs is $2337.73 ± 1649.80 per patient, with a minimum and a maximum of $600 and $9630 respectively. As regards formal care, only 13 patients reported that they paid for care services; the annual average cost was $421.84 ± 261.34 with a minimum of $252 and a maximum of $1200. Statistical analysis revealed significant differences between annual lost salary and gender (p = .04) disease duration (p = .016) and sport/leisure activities cessation (p = .08). CONCLUSION Besides the burden in terms of productivity loss and caregivers' costs, the intangible costs are considerable, especially those related to divorce and spinsterhood. These conclusions may contribute to the understanding of the socio-economic impact of the disease and to the development of strategies for better governance of RA in Morocco.
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Affiliation(s)
- Hanae Zarrik
- Research Team of Pharmacoeconomics and Pharmacoepidemiology, Faculty of Medicine and Pharmacy, Mohammed V University in Rabat, Rabat, Morocco
| | - Abha Cherkani Hassani
- Laboratory of analytical chemistry, Faculty of Medicine and Pharmacy, Mohammed V University in Rabat, Rabat, Morocco
| | - Hanane Rkain
- Department of Rheumatology B, El Ayachi Hospital, Ibn Sina University Hospital, Salé, Morocco
- Physiology laboratory; Faculty of Medicine and Pharmacy of Rabat, Mohammed V University in Rabat, Rabat, Morocco
| | - Fadoua Allali
- Department of Rheumatology B, El Ayachi Hospital, Ibn Sina University Hospital, Salé, Morocco
| | - Rachid Bahiri
- Department of Rheumatology A, El Ayachi Hospital, Ibn Sina University Hospital, Salé, Morocco
| | - Samir Ahid
- Research Team of Pharmacoeconomics and Pharmacoepidemiology, Faculty of Medicine and Pharmacy, Mohammed V University in Rabat, Rabat, Morocco
- Euromed Faculty of Pharmacy, Euromed University of Fes (UEMF), Fez, Morocco
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Ali M, Benfante V, Di Raimondo D, Laudicella R, Tuttolomondo A, Comelli A. A Review of Advances in Molecular Imaging of Rheumatoid Arthritis: From In Vitro to Clinic Applications Using Radiolabeled Targeting Vectors with Technetium-99m. Life (Basel) 2024; 14:751. [PMID: 38929734 PMCID: PMC11204982 DOI: 10.3390/life14060751] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2024] [Revised: 05/24/2024] [Accepted: 06/07/2024] [Indexed: 06/28/2024] Open
Abstract
Rheumatoid arthritis (RA) is a systemic autoimmune disorder caused by inflammation of cartilaginous diarthrodial joints that destroys joints and cartilage, resulting in synovitis and pannus formation. Timely detection and effective management of RA are pivotal for mitigating inflammatory arthritis consequences, potentially influencing disease progression. Nuclear medicine using radiolabeled targeted vectors presents a promising avenue for RA diagnosis and response to treatment assessment. Radiopharmaceutical such as technetium-99m (99mTc), combined with single photon emission computed tomography (SPECT) combined with CT (SPECT/CT), introduces a more refined diagnostic approach, enhancing accuracy through precise anatomical localization, representing a notable advancement in hybrid molecular imaging for RA evaluation. This comprehensive review discusses existing research, encompassing in vitro, in vivo, and clinical studies to explore the application of 99mTc radiolabeled targeting vectors with SPECT imaging for RA diagnosis. The purpose of this review is to highlight the potential of this strategy to enhance patient outcomes by improving the early detection and management of RA.
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Affiliation(s)
- Muhammad Ali
- Ri.MED Foundation, Via Bandiera 11, 90133 Palermo, Italy; (M.A.); (A.C.)
- Department of Health Promotion, Mother and Child Care, Internal Medicine and Medical Specialties, Molecular and Clinical Medicine, University of Palermo, 90127 Palermo, Italy; (D.D.R.); (A.T.)
| | - Viviana Benfante
- Ri.MED Foundation, Via Bandiera 11, 90133 Palermo, Italy; (M.A.); (A.C.)
- Department of Health Promotion, Mother and Child Care, Internal Medicine and Medical Specialties, Molecular and Clinical Medicine, University of Palermo, 90127 Palermo, Italy; (D.D.R.); (A.T.)
| | - Domenico Di Raimondo
- Department of Health Promotion, Mother and Child Care, Internal Medicine and Medical Specialties, Molecular and Clinical Medicine, University of Palermo, 90127 Palermo, Italy; (D.D.R.); (A.T.)
| | - Riccardo Laudicella
- Nuclear Medicine Unit, Department of Biomedical and Dental Sciences and Morpho-Functional Imaging, Messina University, 98124 Messina, Italy;
| | - Antonino Tuttolomondo
- Department of Health Promotion, Mother and Child Care, Internal Medicine and Medical Specialties, Molecular and Clinical Medicine, University of Palermo, 90127 Palermo, Italy; (D.D.R.); (A.T.)
| | - Albert Comelli
- Ri.MED Foundation, Via Bandiera 11, 90133 Palermo, Italy; (M.A.); (A.C.)
- NBFC—National Biodiversity Future Center, 90133 Palermo, Italy
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Salt E, Wiggins AT, Francis D, Lohr K, Rayens MK. Patient trust, quality communication, and medication adherence in rheumatoid arthritis patients highly affected by social determinants of health. Musculoskeletal Care 2024; 22:e1882. [PMID: 38643411 DOI: 10.1002/msc.1882] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2024] [Revised: 04/01/2024] [Accepted: 04/08/2024] [Indexed: 04/22/2024]
Abstract
INTRODUCTION Because medication adherence is essential to the management of rheumatoid arthritis (RA), identifying (1) subgroups at high risk for low medication adherence and (2) modifiable factors potentially contributing to low adherence can impact patient outcomes. This study aims to describe the relationships between anxiety, trust in the provider, quality patient-provider communication, fatigue, RA knowledge, adverse medication effects, disease activity, RA medications, disease duration, patient satisfaction, and medication intolerance and cluster factors to differentiate RA-patient subgroups. METHODS This observational study used correlation analysis, linear regression, and cluster analysis with determination decisions based on Schwarz's Bayesian Criterion. RESULTS Medication adherence was higher in non-Hispanic, White participants, inversely correlated with disease activity and pain intensity, and positively correlated with trust in the provider. Patient satisfaction was higher among those with a shorter time since diagnosis, and was negatively associated with disease activity, pain intensity and interference, fatigue, and anxiety. It was positively associated with RA knowledge, trust in provider and quality of patient-provider communication. Medication intolerance differed by disease duration and was positively correlated with disease activity, pain interference, and fatigue. Of the two clusters, Cluster 1 participants had greater medication adherence and patient satisfaction, and lower medication intolerance. They were of higher income, employed, and non-Hispanic, White persons with a shorter disease duration and lower perceived pain intensity/interference, fatigue, and anxiety. They were more knowledgeable about RA with higher trust in their provider and perceived quality of patient-provider communication. DISCUSSION/CONCLUSION A low medication adherence RA-patient subgroup-highly affected by social determinants of health and with unique relational and clinical characteristics was identified.
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Affiliation(s)
- Elizabeth Salt
- University of Kentucky, College of Nursing, Lexington, Kentucky, USA
| | - Amanda T Wiggins
- University of Kentucky, College of Nursing, Lexington, Kentucky, USA
| | - Diane Francis
- University of Kentucky, College of Communication and Information, Lexington, Kentucky, USA
| | - Kristine Lohr
- University of Kentucky, College of Medicine, Division of Rheumatology, Lexington, Kentucky, USA
| | - Mary Kay Rayens
- University of Kentucky, College of Nursing, Lexington, Kentucky, USA
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Nordberg RC, Bielajew BJ, Takahashi T, Dai S, Hu JC, Athanasiou KA. Recent advancements in cartilage tissue engineering innovation and translation. Nat Rev Rheumatol 2024; 20:323-346. [PMID: 38740860 PMCID: PMC11524031 DOI: 10.1038/s41584-024-01118-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 04/09/2024] [Indexed: 05/16/2024]
Abstract
Articular cartilage was expected to be one of the first successfully engineered tissues, but today, cartilage repair products are few and they exhibit considerable limitations. For example, of the cell-based products that are available globally, only one is marketed for non-knee indications, none are indicated for severe osteoarthritis or rheumatoid arthritis, and only one is approved for marketing in the USA. However, advances in cartilage tissue engineering might now finally lead to the development of new cartilage repair products. To understand the potential in this field, it helps to consider the current landscape of tissue-engineered products for articular cartilage repair and particularly cell-based therapies. Advances relating to cell sources, bioactive stimuli and scaffold or scaffold-free approaches should now contribute to progress in therapeutic development. Engineering for an inflammatory environment is required because of the need for implants to withstand immune challenge within joints affected by osteoarthritis or rheumatoid arthritis. Bringing additional cartilage repair products to the market will require an understanding of the translational vector for their commercialization. Advances thus far can facilitate the future translation of engineered cartilage products to benefit the millions of patients who suffer from cartilage injuries and arthritides.
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Affiliation(s)
- Rachel C Nordberg
- Department of Biomedical Engineering, University of California Irvine, Irvine, CA, USA
| | - Benjamin J Bielajew
- Department of Biomedical Engineering, University of California Irvine, Irvine, CA, USA
| | - Takumi Takahashi
- Department of Biomedical Engineering, University of California Irvine, Irvine, CA, USA
| | - Shuyan Dai
- Department of Biomedical Engineering, University of California Irvine, Irvine, CA, USA
| | - Jerry C Hu
- Department of Biomedical Engineering, University of California Irvine, Irvine, CA, USA
| | - Kyriacos A Athanasiou
- Department of Biomedical Engineering, University of California Irvine, Irvine, CA, USA.
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Dwivedi S, Cichocki MN, Wu H, Kettaneh CA, Wang L, Chung KC. Factors in Hand Surgery Access for Rheumatoid Arthritis Before vs After the Patient Protection and Affordable Care Act. JAMA Surg 2024; 159:404-410. [PMID: 38294792 PMCID: PMC10831625 DOI: 10.1001/jamasurg.2023.7189] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2023] [Accepted: 10/01/2023] [Indexed: 02/01/2024]
Abstract
Importance Rheumatoid arthritis (RA) has severe functional and economic consequences. The implications of the Patient Protection and Affordable Care Act (ACA) and demographic factors for access to surgical treatment are unclear. Objective To investigate factors associated with time to RA hand surgery, surgical incidence, and cost after implementation of the ACA. Design, Setting, and Participants This cross-sectional study used insurance data from the IBM MarketScan Research Databases from 2009 through 2020 to compare time to surgery, surgical incidence, and treatment cost for RA of the hand before and after ACA implementations. Included patients were 18 years or older with a new diagnosis for RA of the hand and at least 1 procedural code for arthroplasty, arthrodesis, tenolysis, tendon repair, or tendon transfer. Patients with coexisting inflammatory arthritis diagnoses were excluded. Demographic variables analyzed included patient sex, age at index date, residence within or outside a metropolitan statistical area (MSA; hereafter urban or nonurban), insurance and health plan type, Social Deprivation Index, Elixhauser Comorbidity Index score, and Rheumatic Disease Comorbidity Index. Data analysis occurred from October 2022 to April 2023. Exposures Surgery for RA of the hand during the pre-ACA (before 2014) vs post-ACA (2014 or later) periods. Main Outcomes and Measures Time to surgery, surgical incidence, and cost of treating RA in patients undergoing hand surgery for RA. Results Among 3643 patients (mean [SD] age, 57.6 [12.3] years) who underwent hand surgery for RA, 3046 (83.6%) were women. Post-ACA passage, 595 (86.2%) patients who resided in urban areas had a significantly lower time to surgery than those who did not (-70.5 [95% CI, -112.6 to -28.3] days; P < .001). Among urban patients, the least socially disadvantaged patients experienced the greatest decrease in time to surgery after ACA but the change was not statistically significant. For all patients, greater social disadvantage (ie, a higher SDI score) was associated with a longer time to surgery in the post-ACA period; for example, compared with the least socially disadvantaged group (SDI decile, 0-10), patients in SDI decile 10 to 20 waited an additional 254.0 days (95% CI, 65.2 to 442.9 days; P = .009) before undergoing surgery. Compared with the pre-ACA period, the mean surgical incidence in the post-ACA period was 83.4% lower (162.3 vs 26.9 surgeries per 1000 person-years; P < .001), and surgical incidence was 86.3% lower in nonurban populations (27.2 vs 3.7 surgeries per 1000 person-years; P < .001) but only 82.8% lower in urban populations (135.1 vs 23.2 surgeries per 1000 person-years; P < .001). Per capita total costs of all treatment related to RA of the hand decreased in the post-ACA period but the change was not statistically significant. Insurer-paid costs were lower in the post-ACA period but the change was not statistically significant. Out-of-pocket expenses did not change. Conclusions and Relevance Findings of this cross-sectional study suggest that after ACA passage, disparities exist in access to timely, cost-effective hand surgery for RA. Increased access to surgical hand specialists is needed for nonurban residents and those with greater social deprivation, along with insurance policy reforms to further decrease out-of-pocket spending for RA hand surgery.
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Affiliation(s)
- Shashank Dwivedi
- Section of Plastic Surgery, Department of Surgery, University of Michigan Medical School, Ann Arbor
| | - Meghan N. Cichocki
- Section of Plastic Surgery, Department of Surgery, University of Michigan Medical School, Ann Arbor
| | - Hao Wu
- Department of Biostatistics, School of Public Health, University of Michigan, Ann Arbor
| | - Celeste A. Kettaneh
- Section of Plastic Surgery, Department of Surgery, University of Michigan Medical School, Ann Arbor
| | - Lu Wang
- Department of Biostatistics, School of Public Health, University of Michigan, Ann Arbor
| | - Kevin C. Chung
- Section of Plastic Surgery, Department of Surgery, University of Michigan Medical School, Ann Arbor
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Grega D, Kolář J. The Economic Burden of Biological Drugs in Rheumatoid Arthritis Treatment. Value Health Reg Issues 2024; 40:13-18. [PMID: 37972429 DOI: 10.1016/j.vhri.2023.10.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2023] [Revised: 09/26/2023] [Accepted: 10/09/2023] [Indexed: 11/19/2023]
Abstract
OBJECTIVES This article aimed to count and compare treatment's direct (only biological drugs) and indirect (loss of productivity) costs in patients with rheumatoid arthritis from 2019 to 2021. METHODS The friction cost approach was used to establish indirect costs. Elasticity factor values and friction period for the Slovak Republic from 2019 to 2021 were determined. Direct drug costs were calculated based on average prices from 2019 to 2021 and the number of dispensed medication packages. RESULTS The average productivity loss reached €2984.54 in 2019, €3338.46 in 2020, and €3154.01 in 2021. Total indirect costs include productivity loss and sick pay, and from 2019 to 2021 came the values of €8.4 million, €10.1 million, and €8.1 million, respectively. CONCLUSIONS Indirect costs were almost 2.5 to 3 times lower than the biological and targeted treatment costs.
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Affiliation(s)
- Dominik Grega
- Department of Applied Pharmacy, Faculty of Pharmacy, Masaryk University, Brno, Czech Republic.
| | - Jozef Kolář
- Department of Applied Pharmacy, Faculty of Pharmacy, Masaryk University, Brno, Czech Republic
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Nkeck JR, Pelda A, Ngandeu-Singwé M. Tackling financial insecurity for autoimmune rheumatic diseases in developing countries in sub-Saharan Africa is of utmost importance. Pan Afr Med J 2024; 47:81. [PMID: 38737226 PMCID: PMC11087279 DOI: 10.11604/pamj.2024.47.81.42698] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2024] [Accepted: 02/19/2024] [Indexed: 05/14/2024] Open
Affiliation(s)
- Jan René Nkeck
- Cameroon College of Rheumatology, Yaoundé, Cameroon
- Yaoundé Rheumatology Research Team, Yaoundé, Cameroon
- Department of Internal Medicine and Specialties, Faculty of Medicine and Biomedical Sciences, University of Yaoundé I, Yaoundé, Cameroon
| | - Adeline Pelda
- Cameroon College of Rheumatology, Yaoundé, Cameroon
- Yaoundé Rheumatology Research Team, Yaoundé, Cameroon
- Department of Internal Medicine and Specialties, Faculty of Medicine and Biomedical Sciences, University of Yaoundé I, Yaoundé, Cameroon
| | - Madeleine Ngandeu-Singwé
- Cameroon College of Rheumatology, Yaoundé, Cameroon
- Yaoundé Rheumatology Research Team, Yaoundé, Cameroon
- Department of Internal Medicine and Specialties, Faculty of Medicine and Biomedical Sciences, University of Yaoundé I, Yaoundé, Cameroon
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Ma Y, Pan I, Kim SY, Wieschhoff GG, Andriole KP, Mandell JC. Deep learning discrimination of rheumatoid arthritis from osteoarthritis on hand radiography. Skeletal Radiol 2024; 53:377-383. [PMID: 37530866 DOI: 10.1007/s00256-023-04408-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/25/2023] [Revised: 07/19/2023] [Accepted: 07/19/2023] [Indexed: 08/03/2023]
Abstract
PURPOSE To develop a deep learning model to distinguish rheumatoid arthritis (RA) from osteoarthritis (OA) using hand radiographs and to evaluate the effects of changing pretraining and training parameters on model performance. MATERIALS AND METHODS A convolutional neural network was retrospectively trained on 9714 hand radiograph exams from 8387 patients obtained from 2017 to 2021 at seven hospitals within an integrated healthcare network. Performance was assessed using an independent test set of 250 exams from 146 patients. Binary discriminatory capacity (no arthritis versus arthritis; RA versus not RA) and three-way classification (no arthritis versus OA versus RA) were evaluated. The effects of additional pretraining using musculoskeletal radiographs, using all views as opposed to only the posteroanterior view, and varying image resolution on model performance were also investigated. Area under the receiver operating characteristic curve (AUC) and Cohen's kappa coefficient were used to evaluate diagnostic performance. RESULTS For no arthritis versus arthritis, the model achieved an AUC of 0.975 (95% CI: 0.957, 0.989). For RA versus not RA, the model achieved an AUC of 0.955 (95% CI: 0.919, 0.983). For three-way classification, the model achieved a kappa of 0.806 (95% CI: 0.742, 0.866) and accuracy of 87.2% (95% CI: 83.2%, 91.2%) on the test set. Increasing image resolution increased performance up to 1024 × 1024 pixels. Additional pretraining on musculoskeletal radiographs and using all views did not significantly affect performance. CONCLUSION A deep learning model can be used to distinguish no arthritis, OA, and RA on hand radiographs with high performance.
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Affiliation(s)
- Yuntong Ma
- Department of Radiology, Brigham and Women's Hospital, 75 Francis Street, Boston, MA, 02115, USA.
| | - Ian Pan
- Department of Radiology, Brigham and Women's Hospital, 75 Francis Street, Boston, MA, 02115, USA
| | - Stanley Y Kim
- Department of Radiology, Brigham and Women's Hospital, 75 Francis Street, Boston, MA, 02115, USA
| | - Ged G Wieschhoff
- Department of Radiology, Brigham and Women's Hospital, 75 Francis Street, Boston, MA, 02115, USA
| | - Katherine P Andriole
- Department of Radiology, Brigham and Women's Hospital, 75 Francis Street, Boston, MA, 02115, USA
- MGH & BWH Center for Clinical Data Science, Suite 1303, 100 Cambridge St, Boston, MA, 02114, USA
| | - Jacob C Mandell
- Department of Radiology, Brigham and Women's Hospital, 75 Francis Street, Boston, MA, 02115, USA
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Marshall DA, Gerber B, Lorenzetti DL, MacDonald KV, Bohach RJ, Currie GR. Are We Capturing the Socioeconomic Burden of Rare Genetic Disease? A Scoping Review of Economic Evaluations and Cost-of-Illness Studies. PHARMACOECONOMICS 2023; 41:1563-1588. [PMID: 37594668 DOI: 10.1007/s40273-023-01308-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 07/23/2023] [Indexed: 08/19/2023]
Abstract
BACKGROUND AND OBJECTIVES Rare diseases have a significant impact on patients, families, the health system, and society. Measuring the socioeconomic burden is crucial to valuing interventions for rare diseases. Healthcare system costs are significant, but so are costs to other government sectors, patients, families, and society. To understand the breadth of costs captured in rare disease studies, we examined the cost categories and elements of socioeconomic burden captured in published studies. METHODS A scoping review was conducted using five electronic databases to identify English language economic evaluations and cost-of-illness studies of interventions for rare diseases (2011-21). We mapped costs using a previously developed evidence-informed framework of socioeconomic burden costs for rare disease. RESULTS Of 4890 studies identified, 48 economic evaluations and 22 cost-of-illness studies were included. While 18/22 cost-of-illness studies utilized a societal perspective, only 7/48 economic evaluations incorporated societal costs. Most reported cost categories related to medical costs, with medication and hospitalizations being the most common elements for both study designs. Costs borne by patients, families, and society were reported less among economic evaluations than cost-of-illness studies. These included: productivity (10% vs 77%), travel/accommodation (6% vs 68%), government benefits (4% vs 18%), and family impacts (0% vs 50%). CONCLUSIONS Contrary to cost-of-illness analyses, most of the included economic evaluations did not account for the hidden burden of rare diseases, that is, costs borne by patients, families, and societies. Including these types of costs in future studies would provide a more comprehensive picture of the burden of disease, providing empirical data to inform how we value and make decisions regarding rare disease interventions, health policy, and resource allocation.
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Affiliation(s)
- Deborah A Marshall
- Department of Community Health Sciences, University of Calgary, Calgary, AB, Canada
- McCaig Institute for Bone and Joint Health, University of Calgary, Calgary, AB, Canada
- O'Brien Institute for Public Health, University of Calgary, Calgary, AB, Canada
- Alberta Children's Hospital Research Institute, University of Calgary, Calgary, AB, Canada
| | - Brittany Gerber
- Department of Community Health Sciences, University of Calgary, Calgary, AB, Canada
| | - Diane L Lorenzetti
- Department of Community Health Sciences, University of Calgary, Calgary, AB, Canada
- O'Brien Institute for Public Health, University of Calgary, Calgary, AB, Canada
- Health Sciences Library, University of Calgary, Calgary, AB, Canada
| | - Karen V MacDonald
- Department of Community Health Sciences, University of Calgary, Calgary, AB, Canada
| | - Riley Jewel Bohach
- Department of Community Health Sciences, University of Calgary, Calgary, AB, Canada
| | - Gillian R Currie
- Department of Community Health Sciences, University of Calgary, Calgary, AB, Canada.
- Alberta Children's Hospital Research Institute, University of Calgary, Calgary, AB, Canada.
- Department of Pediatrics, University of Calgary, Room 3C56, Health Research Innovation Centre, 3280 Hospital Drive NW, Calgary, AB, T2N 4Z6, Canada.
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11
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Karp N, Yazdany J, Schmajuk G. Peer Support in Rheumatic Diseases: A Narrative Literature Review. Patient Prefer Adherence 2023; 17:2433-2449. [PMID: 37808273 PMCID: PMC10557966 DOI: 10.2147/ppa.s391396] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/04/2023] [Accepted: 09/08/2023] [Indexed: 10/10/2023] Open
Abstract
Rheumatic diseases are a group of chronic conditions that are associated with significant morbidity, impaired physical function, psychosocial stress, and cost to the healthcare system. Peer support interventions have been shown to have a positive impact on health outcomes in several chronic conditions, but no review has specifically assessed the impact of peer support on rheumatic conditions. The aim of this narrative literature review was to understand how peer support has been applied in the field of rheumatology, with a specific focus on the impact of observational and randomized studies of direct peer support interventions on various outcome measures across rheumatic conditions. We also examined studies exploring patient attitudes and preferences toward peer support. The majority of studies included focused on peer support in rheumatoid arthritis and systemic lupus erythematosus. Generally, patients across the spectrum of rheumatic disease perceive peer support as a useful tool. Peer support interventions, while highly variable, were generally associated with positive impacts on health-related quality of life metrics (both perceived and measured), although these differences were not always statistically significant. Important limitations include variability in study design, selection bias among study participants, and short follow-up periods across most peer support interventions.
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Affiliation(s)
- Nathan Karp
- Department of Medicine, Division of Rheumatology, University of California, San Francisco, CA, USA
| | - Jinoos Yazdany
- Department of Medicine, Division of Rheumatology, University of California, San Francisco, CA, USA
- Institute for Health Policy Research, University of California, San Francisco, CA, USA
| | - Gabriela Schmajuk
- Department of Medicine, Division of Rheumatology, University of California, San Francisco, CA, USA
- Institute for Health Policy Research, University of California, San Francisco, CA, USA
- Department of Medicine, Division of Rheumatology, San Francisco Veterans Affairs Health System, San Francisco, CA, USA
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12
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Williams RC, Brako MYO, Guo W, Usmani H, Na S, Clark RAF. The uni-directional association of atopic dermatitis and rheumatoid arthritis: a systematic review and meta-analysis. Arch Dermatol Res 2023; 315:2261-2269. [PMID: 37043009 DOI: 10.1007/s00403-023-02619-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2023] [Revised: 03/02/2023] [Accepted: 03/30/2023] [Indexed: 04/13/2023]
Abstract
Atopic dermatitis (AD) is a highly pruritic, inflammatory skin disease with a strong immune component. Rheumatoid arthritis (RA) is a systemic autoimmune disease that causes synovitis and destruction of small joints. Researchers have attempted to quantify an association between both diseases with mixed conclusions. This systematic review and meta-analysis will study the association between AD and RA. Additionally, we conducted a systematic review between AD and other arthritic conditions including osteoarthritis (OA), psoriatic arthritis (PsA), and juvenile idiopathic arthritis (JIA). Medline, Web of Science, Cochrane, and EMBASE databases were searched for relevant studies from inception to March 2021. Observational studies examining relationships between AD and arthritic conditions were selected. 2539 studies were screened; nine were found suitable for quantitative analysis, all of which examined AD and RA. All studies had low risk of bias as determined by the Newcastle-Ottawa Scale. Patients with RA did not have significantly increased odds of comorbid AD. These findings were consistent across multiple study designs. However, patients with AD had significantly increased odds of comorbid RA. There were not enough studies identified to perform quantitative analysis between AD and other arthritic conditions. Two studies, one on JIA and one PsA, found no association with AD. Two studies on AD and OA had conflicting results. The present study provides definitive evidence of increased odds of comorbid RA in AD patients. There were no such increased odds of comorbid AD in RA patients. No such association was found between AD and PsA, OA or JIA.
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Affiliation(s)
- Ryan C Williams
- Department of Dermatology, Renaissance School of Medicine at Stony, Brook University, Stony Brook, NY, 11727, USA.
| | - Maame Yaa O Brako
- Department of Dermatology, Renaissance School of Medicine at Stony, Brook University, Stony Brook, NY, 11727, USA
| | - William Guo
- Department of Dermatology, Renaissance School of Medicine at Stony, Brook University, Stony Brook, NY, 11727, USA
| | - Hunya Usmani
- Department of Dermatology, Renaissance School of Medicine at Stony, Brook University, Stony Brook, NY, 11727, USA
| | - Sean Na
- Department of Dermatology, Renaissance School of Medicine at Stony, Brook University, Stony Brook, NY, 11727, USA
| | - Richard A F Clark
- Department of Dermatology, Renaissance School of Medicine at Stony, Brook University, Stony Brook, NY, 11727, USA
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13
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Yu F, Chen H, Li Q, Tao M, Jin Z, Geng L, Sun L. Secular trend of mortality and incidence of rheumatoid arthritis in global ,1990-2019: an age period cohort analysis and joinpoint analysis. BMC Pulm Med 2023; 23:356. [PMID: 37737172 PMCID: PMC10515246 DOI: 10.1186/s12890-023-02594-2] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2023] [Accepted: 08/03/2023] [Indexed: 09/23/2023] Open
Abstract
BACKGROUND Rheumatoid arthritis (RA) is a major public health problem. Unfortunately, there is a scarcity of comprehensive and up-to-date information regarding the burden of RA and its dynamic trends in subsequent years. To examine the changing trends in the global burden of RA and forecast for 2044, which will facilitate the development of strategies tailored to RA burden and provide reference for the development of effective treatment guidelines. METHODS Following the general analytical strategy used the Global Burden of Disease Study (GBD) 2019, which included 204 countries, the age-standardized incidence rate (ASIR), age-standardized mortality rate (ASMR) and age-standardized disability adjusted of life year (DALY) rate for RA were analyzed. RESULTS The ASIR, ASMR and age-standardized DALY rate for RA in 2019 were 13.001/100,000 (95% UI, 11.833 ~ 14.274), 0.574/100,000 (95% UI, 0.356 ~ 0.793) and 39.565/100,000 (95% UI, 49.529 ~ 30.508), respectively. America had the highest ASIR [18.578(95% UI, 17.147 ~ 20.148)] and age-standardized DALY rate [53.676(95% UI, 40.106 ~ 67.968)] in 2019. Asia had the highest ASMR [0.681(95% UI, 0.802 ~ 0.480)] in 2019. From 1990 to 2019, a significant average annual percentage change (AAPC) in the ASIR was observed in both males [0.237% (95% CI, 0.216 ~ 0.259%)] and females [0.197% (95% CI, 0.141 ~ 0.254%)], AAPC in the ASMR was observed in both males [-0.398% (95% CI, -0.605~-0.191%)] and females [-0.295% (95% CI, -0.424~-0.65%)]. Age effects indicated that the relative risk (RR) of RA-associated incidence and mortality rates increased with age among males and females. The RR of RA increased over time and started to gradually increase from 1990. Cohort effects showed decreases in incidence, mortality and DALY rates in successive birth cohorts. The global incidence of RA would continue to increase in the future, while mortality would continue to decrease. CONCLUSION The increased risk of RA is dominantly influenced by age effects and period effects and the ethnic area. The results suggest that early identification and treatment of RA is important for reducing the ongoing burden with age, and targeted health education and specific intervention programs should be promoted to control middle-elderly population.
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Affiliation(s)
- Fangyuan Yu
- School of Medicine, Southeast University, Nanjing, China
- Department of Rheumatology and Immunology, Nanjing Drum Tower Hospital, the Affiliated Drum Tower Hospital of Nanjing University Medical School, Nanjing, 210008, China
| | - Hongwei Chen
- Department of Rheumatology and Immunology, Nanjing Drum Tower Hospital, the Affiliated Drum Tower Hospital of Nanjing University Medical School, Nanjing, 210008, China
| | - Qi Li
- Department of Rheumatology and Immunology, Nanjing Drum Tower Hospital Clinical College of Nanjing University of Chinese Medicine, Nanjing, China
| | - Mengjun Tao
- Department of Health Management Center, Yijishan Hospital, The First Affiliated Hospital of Wannan Medical College, Wuhu, China
| | - Ziyi Jin
- Department of Rheumatology and Immunology, Nanjing Drum Tower Hospital, the Affiliated Drum Tower Hospital of Nanjing University Medical School, Nanjing, 210008, China
| | - Linyu Geng
- School of Medicine, Southeast University, Nanjing, China.
- Department of Rheumatology and Immunology, Nanjing Drum Tower Hospital, the Affiliated Drum Tower Hospital of Nanjing University Medical School, Nanjing, 210008, China.
- Department of Rheumatology and Immunology, Nanjing Drum Tower Hospital Clinical College of Nanjing University of Chinese Medicine, Nanjing, China.
| | - Lingyun Sun
- School of Medicine, Southeast University, Nanjing, China.
- Department of Rheumatology and Immunology, Nanjing Drum Tower Hospital, the Affiliated Drum Tower Hospital of Nanjing University Medical School, Nanjing, 210008, China.
- Department of Rheumatology and Immunology, Nanjing Drum Tower Hospital Clinical College of Nanjing University of Chinese Medicine, Nanjing, China.
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Abstract
ABSTRACT Rheumatoid arthritis (RA) affects about 1% of the world's population and can lead to loss of joint function, reduced mobility, and permanent damage to cartilage and bone. Treatment options for RA primarily include disease-modifying antirheumatic drugs (DMARDs) such as methotrexate, but the development of new drugs has complicated treatment decisions. Weighing treatment options for patients with RA largely depends on three major factors: efficacy, adverse reaction profile, and cost. A review of the literature supports methotrexate monotherapy as the current best-practice model for treating RA, compared with combination therapy of methotrexate and/or other DMARDs.
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Affiliation(s)
- Ihor Korol
- Ihor Korol practices in primary care in Fort Hood, Tex. Robin H. Baumeister is a biomedical anthropologist in the Department of Epidemiology and Environmental Health at the University at Buffalo in Buffalo, N.Y. The authors have disclosed no potential conflicts of interest, financial or otherwise
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15
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Madrigal M, Fernández PL, Lleonart R, Carreño L, Villalobos Gorday KA, Rodríguez E, de Cupeiro K, Restrepo CM, Rao KSJ, Riordan NH. Comparison of Cost and Potency of Human Mesenchymal Stromal Cell Conditioned Medium Derived from 2- and 3-Dimensional Cultures. Bioengineering (Basel) 2023; 10:930. [PMID: 37627815 PMCID: PMC10451979 DOI: 10.3390/bioengineering10080930] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2023] [Revised: 07/31/2023] [Accepted: 07/31/2023] [Indexed: 08/27/2023] Open
Abstract
Mesenchymal stromal cell (MSC)-derived products, such as trophic factors (MTFs), have anti-inflammatory properties that make them attractive for cell-free treatment. Three-dimensional (3D) culture can enhance these properties, and large-scale expansion using a bioreactor can reduce manufacturing costs. Three lots of MTFs were obtained from umbilical cord MSCs produced by either monolayer culture (Monol MTF) or using a 3D microcarrier in a spinner flask dynamic system (Bioreactor MTF). The resulting MTFs were tested and compared using anti-inflammatory potency assays in two different systems: (1) a phytohemagglutinin-activated peripheral blood mononuclear cell (PBMNC) system and (2) a lipopolysaccharide (LPS)-activated macrophage system. Cytokine expression by macrophages was measured via RT-PCR. The production costs of hypothetical units of anti-inflammatory effects were calculated using the percentage of TNF-α inhibition by MTF exposure. Bioreactor MTFs had a higher inhibitory effect on TNF (p < 0.01) than monolayer MTFs (p < 0.05). The anti-inflammatory effect of Bioreactor MTFs on IL-1β, TNF-α, IL-8, IL-6, and MIP-1 was significantly higher than that of monolayer MTFs. The production cost of 1% inhibition of TNF-α was 11-40% higher using monolayer culture compared to bioreactor-derived MTFs. A 3D dynamic culture was, therefore, able to produce high-quality MTFs, with robust anti-inflammatory properties, more efficiently than monolayer static systems.
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Affiliation(s)
- Marialaura Madrigal
- MediStem Panama Inc., Panama City 7144, Panama
- Department of Biotechnology, Acharya Nagarjuna University, Guntur 522510, India
- Centro de Biología Celular y Molecular de Enfermedades, Instituto de Investigaciones Científicas y Servicios de Alta Tecnología (INDICASAT-AIP), Panama City 7144, Panama
| | - Patricia L. Fernández
- Centro de Biología Celular y Molecular de Enfermedades, Instituto de Investigaciones Científicas y Servicios de Alta Tecnología (INDICASAT-AIP), Panama City 7144, Panama
| | - Ricardo Lleonart
- Centro de Biología Celular y Molecular de Enfermedades, Instituto de Investigaciones Científicas y Servicios de Alta Tecnología (INDICASAT-AIP), Panama City 7144, Panama
| | | | | | | | | | - Carlos M. Restrepo
- Centro de Biología Celular y Molecular de Enfermedades, Instituto de Investigaciones Científicas y Servicios de Alta Tecnología (INDICASAT-AIP), Panama City 7144, Panama
| | - K. S. Jagannatha Rao
- Department of Biotechnology, Konenru Lakshmaiah Education Foundation (KLEF) deemed to be University, Vaddeswaram 522302, India
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16
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Freeze R, Yang KW, Haystead T, Hughes P, Scarneo S. Delineation of the distinct inflammatory signaling roles of TAK1 and JAK1/3 in the CIA model of rheumatoid arthritis. Pharmacol Res Perspect 2023; 11:e01124. [PMID: 37564034 PMCID: PMC10415874 DOI: 10.1002/prp2.1124] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2023] [Revised: 06/06/2023] [Accepted: 07/03/2023] [Indexed: 08/12/2023] Open
Abstract
Rheumatoid arthritis (RA) is a complex autoimmune disease characterized by hyperactive immune cells within the joints, which leads to inflammation, bone degeneration, and chronic pain. For several decades, frontline immunomodulators such as the anti-tumor necrosis factor (TNF) biologics adalimumab (Humira), etanercept (Enbrel), and infliximab (Remicade) have successfully managed disease progression for many patients. However, over time, patients become refractory to these treatments requiring chronic disease to be managed with conventional and more problematic disease modifying antirheumatic drugs such as methotrexate and hydroxychloroquine, and corticosteroids. Due to the large proportion of patients who continue to fail on frontline biologic therapies, there remains an unmet need to derive novel alternative targets with improved efficacy and safety profiles to treat RA. Recent advances in the field have defined novel targets that play important roles in RA pathology, including the Janus activated kinase (JAK) and transforming growth factor beta activated kinase-1 (TAK1). Although three inhibitors of the JAK signaling pathway have been approved for the treatment of moderately to severely active RA in patients who failed on one or more anti-TNFs, at present, no FDA approved TAK1 treatments exist. Our recent discovery of a highly potent and selective, orally bioavailable TAK1 inhibitor has provided insight into the therapeutic potential of this protein kinase as a novel target for RA. Here, we show the distinct cytokine signaling of tofacitnib (Xeljanz; JAK1/3 inhibitor) compared to HS-276 (TAK1 inhibitor) in lipopolysaccharide (LPS) challenged THP-1 cells. Furthermore, in the collagen induced arthritis pre-clinical mouse model of RA, both tofacintib and HS-276 attenuated disease activity score and inflammatory cytokines in the serum. Overall, our results delineate the distinct cytokine signaling of JAK1/3 and TAK1 targeted therapies in vitro and in vivo and suggest that selective TAK1 inhibitors may provide superior therapeutic relief in RA with fewer adverse events.
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Affiliation(s)
| | - Kelly W. Yang
- Department of Pharmacology and Cancer BiologyDuke University School of MedicineDurhamNorth CarolinaUSA
| | - Timothy Haystead
- EydisBio, Inc.DurhamNorth CarolinaUSA
- Department of Pharmacology and Cancer BiologyDuke University School of MedicineDurhamNorth CarolinaUSA
| | - Philip Hughes
- EydisBio, Inc.DurhamNorth CarolinaUSA
- Department of Pharmacology and Cancer BiologyDuke University School of MedicineDurhamNorth CarolinaUSA
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17
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Saleem S, Tarar ZI, Amjad W, Malik A, Ishtiaq R, Abell TL. Association between Gastroparesis and Rheumatoid Arthritis: A US Population-Based Study. South Med J 2023; 116:443-447. [PMID: 37263604 DOI: 10.14423/smj.0000000000001567] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/03/2023]
Abstract
OBJECTIVES Patients with rheumatoid arthritis (RA) have a high prevalence of nausea, vomiting, postprandial fullness, and abdominal pain; these are symptoms that are similar to those in gastroparesis (GP). The aim of this study was to assess the association between GP and RA and the determinants of GP. METHODS We identified patients with RA and patients with GP from the 2012-2014 National Inpatient Sample database. The t test and the χ2 test were used for continuous and categorical variables, respectively. We determined the association between RA and GP and independent predictors of GP by multivariate analysis. RESULTS Of 1,514,960 patients with RA, there were 1070 hospitalizations in which a primary diagnosis of GP was identified. The GP odds ratio in RA was found to be 1.36 and the 95% confidence interval was 1.24 to 1.49 (P < 0.0001). The variables increasing the odds of GP were age intervals of 18 to 35 years, 36 to 50 years, and 51 to 65 years; being female, White, or Black; a median household income in the 26th to 50th and the 51st to 75th percentiles; having diabetes mellitus; and having RA. CONCLUSIONS An increased likelihood of 36% of GP among patients with RA was determined. White and Black patients younger than age 65 showed a greater risk of developing GP.
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Affiliation(s)
- Saad Saleem
- From the Department of Internal Medicine, Sunrise Hospital and Medical Center, Las Vegas, Nevada
| | - Zahid Ijaz Tarar
- Department of Internal Medicine, University of Missouri, Columbia
| | - Waseem Amjad
- Department of Internal Medicine, Albany Medical Center, Albany, New York
| | - Adnan Malik
- Department of Internal Medicine, University of Alabama, Birmingham
| | - Rizwan Ishtiaq
- Department of Internal Medicine, St. Vincent Mercy Medical Center, Toledo, Ohio
| | - Thomas L Abell
- Department of Medicine, Division of Gastroenterology, Hepatology, and Nutrition, University of Louisville, Louisville, Kentucky
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18
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Pereira LM, Gomes-da-Silva NC, Pijeira MSO, Portilho FL, Cordeiro AS, Alencar LMR, Corrêa LB, Henriques MDG, Santos-Oliveira R, Rosas EC. Methyl gallate nanomicelles impairs neutrophil accumulated in zymosan-induced arthritis. Colloids Surf B Biointerfaces 2023; 227:113351. [PMID: 37244202 DOI: 10.1016/j.colsurfb.2023.113351] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2022] [Revised: 02/28/2023] [Accepted: 05/12/2023] [Indexed: 05/29/2023]
Abstract
Arthritis is a chronic disease that affects, approximately, 1 % of the total global population. It is characterized by chronic inflammation, accompanied in most of the cases of motor disability and sever pain. The main therapies available have high risk of failure and advanced treatments are scarce and highly cost. In this scenario, search for effective, safe and low-cost treatments is quite desirable. Methyl gallate (MG) is a plant-derived phenolic compound described to present remarkable anti-inflammatory effect in experimental models of arthritis. Thus, in this study we formulated nanomicelles of MG using Pluronic (F-127) as matrix and evaluated in vivo the pharmacokinetic, biodistribution and its effect in the mice model of zymosan-induced arthritis. The nanomicelles were formed with a size 126 nm. The biodistribution showed a ubiquitous tissue deposition with a renal excretion. The pharmacokinetics showed elimination half-life of 1.72 h and a clearance of 0.006 L/h. The oral pretreatment with nanomicelles containing MG (3.5 or 7 mg/kg) demonstrated a reduction in total leukocytes, neutrophils, and mononuclear cells from the inflammation site. The data supports the use of methyl gallate nanomicelles as an alternative drug for arthritis. DATA AVAILABILITY: All the data of this study are transparent.
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Affiliation(s)
- Leticia Massimo Pereira
- Laboratory of Applied Pharmacology, Farmanguinhos, Oswaldo Cruz Foundation, Rio de Janeiro, Brazil; Master and Doctoral Degree in Drugs Translational Research, Farmanguinhos - Oswaldo Cruz Foundation, Rio de Janeiro, Brazil
| | - Natalia Cristina Gomes-da-Silva
- Laboratory of Nanoradiopharmaceuticals and Synthesis of Novel Radiopharmaceuticals, Nuclear Engineering Institute, Brazilian Nuclear Energy Commission, Rio de Janeiro, Brazil
| | - Martha Sahylí Ortega Pijeira
- Laboratory of Nanoradiopharmaceuticals and Synthesis of Novel Radiopharmaceuticals, Nuclear Engineering Institute, Brazilian Nuclear Energy Commission, Rio de Janeiro, Brazil
| | - Filipe Leal Portilho
- Laboratory of Nanoradiopharmaceuticals and Synthesis of Novel Radiopharmaceuticals, Nuclear Engineering Institute, Brazilian Nuclear Energy Commission, Rio de Janeiro, Brazil
| | - Andrezza Santos Cordeiro
- Laboratory of Biophysics and Nanosystems, Department of Physics, Campus Bacanga Federal University of Maranhão, São Luís, Maranhão, Brazil
| | - Luciana Magalhães Rebelo Alencar
- Laboratory of Biophysics and Nanosystems, Department of Physics, Campus Bacanga Federal University of Maranhão, São Luís, Maranhão, Brazil
| | - Luana Barbosa Corrêa
- Laboratory of Applied Pharmacology, Farmanguinhos, Oswaldo Cruz Foundation, Rio de Janeiro, Brazil; Laboratory of Nanoradiopharmaceuticals and Synthesis of Novel Radiopharmaceuticals, Nuclear Engineering Institute, Brazilian Nuclear Energy Commission, Rio de Janeiro, Brazil
| | - Maria das Graças Henriques
- Laboratory of Applied Pharmacology, Farmanguinhos, Oswaldo Cruz Foundation, Rio de Janeiro, Brazil; Master and Doctoral Degree in Drugs Translational Research, Farmanguinhos - Oswaldo Cruz Foundation, Rio de Janeiro, Brazil; Laboratory of Cellular and Molecular Pharmacology, Department of Cell Biology, IBRAG, State University of Rio de Janeiro, Rio de Janeiro, Brazil
| | - Ralph Santos-Oliveira
- Laboratory of Nanoradiopharmaceuticals and Synthesis of Novel Radiopharmaceuticals, Nuclear Engineering Institute, Brazilian Nuclear Energy Commission, Rio de Janeiro, Brazil; Laboratory of Radiopharmacy and Nanoradiopharmaceuticals, State University of Rio de Janeiro, Rio de Janeiro, Brazil.
| | - Elaine Cruz Rosas
- Laboratory of Applied Pharmacology, Farmanguinhos, Oswaldo Cruz Foundation, Rio de Janeiro, Brazil; Master and Doctoral Degree in Drugs Translational Research, Farmanguinhos - Oswaldo Cruz Foundation, Rio de Janeiro, Brazil
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de Thurah A, Jensen H, Maribo T, Jensen MB, Sandbæk A, Hauge EM, Rasmussen LA. Use of primary health care and radiological imaging preceding a diagnosis of rheumatoid arthritis: a nationwide cohort study in Denmark. Rheumatology (Oxford) 2023; 62:555-564. [PMID: 35713514 DOI: 10.1093/rheumatology/keac306] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2022] [Revised: 05/09/2022] [Accepted: 05/09/2022] [Indexed: 02/04/2023] Open
Abstract
OBJECTIVE To explore health-care use in the 12 months preceding a diagnosis of RA in Denmark. METHODS We conducted a population-based cohort study using data from national registries. Every patient diagnosed with RA in 2014-18 was matched to 10 reference individuals without RA from the Danish background population. Health-care use was defined as contacts to general practitioners, contacts to private practicing physiotherapists, and X-rays of hands and/or feet performed in primary or secondary care. We estimated the monthly contact rates for patients and references in the 12 months preceding the diagnosis, and we compared incidence rates for health-care use in each month between the two groups while adjusting for sociodemographic characteristics and comorbidity. RESULTS We included 7427 patients with RA and 74 270 references. Patients with RA had increasing contact rates with general practitioners and physiotherapists from 6 to 8 months before the diagnosis. Compared with references, women with RA had statistically significantly more contacts to general practitioners and physiotherapists during all 12 months. A similar contact pattern was seen in men, albeit less distinct. The number of X-rays increased slightly from 8 months before the diagnosis, with a steep increase in the last 3 months. CONCLUSION Increased contacts to general practitioners and physiotherapists were seen in all 12 months preceding the RA diagnosis, intensifying in the last 6 to 8 months. Imaging increased from 3 months before the diagnosis. This indicates an opportunity to expedite referral to specialist care and ensure earlier diagnosis of RA.
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Affiliation(s)
- Annette de Thurah
- Department of Rheumatology, Aarhus University Hospital.,Department of Clinical Medicine, Aarhus University
| | | | - Thomas Maribo
- Department of Public Health, Aarhus University.,DEFACTUM, Central Denmark Region, Aarhus
| | | | - Annelli Sandbæk
- Department of Public Health, Aarhus University.,Steno Diabetes Center Aarhus, Aarhus, Denmark
| | - Ellen-Margrethe Hauge
- Department of Rheumatology, Aarhus University Hospital.,Department of Clinical Medicine, Aarhus University
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20
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Curtis JR, Stolshek B, Emery P, Haraoui B, Karis E, Kricorian G, Collier DH, Yen PK, Bykerk VP. Effects of Disease-Worsening Following Withdrawal of Etanercept or Methotrexate on Patient-Reported Outcomes in Patients With Rheumatoid Arthritis: Results From the SEAM-RA Trial. J Clin Rheumatol 2023; 29:16-22. [PMID: 36459119 PMCID: PMC9803379 DOI: 10.1097/rhu.0000000000001893] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/03/2022]
Abstract
BACKGROUND/OBJECTIVE The effect of treatment withdrawal on patient-reported outcomes (PROs) in patients with rheumatoid arthritis (RA) whose disease is in sustained remission has not been well described. This analysis aimed to compare PRO changes in patients with RA following medication withdrawal and disease worsening. METHODS SEAM-RA (Study of Etanercept and Methotrexate in Combination or as Monotherapy in Subjects With Rheumatoid Arthritis) was a phase 3, multicenter, randomized withdrawal, double-blind controlled study in patients with RA taking methotrexate plus etanercept and in remission (Simple Disease Activity Index ≤3.3). Patient's Global Assessment of Disease Activity, Patient's Assessment of Joint Pain, Health Assessment Questionnaire-Disability Index, and 36-Item Short-Form Health Survey were evaluated for 48 weeks following methotrexate or etanercept withdrawal. Treatment differences for patients with versus without disease worsening were evaluated using a 2-sample t test for continuous end points and log-rank test for time-to-event end points. RESULTS Of 253 patients, 121 experienced disease worsening and 132 did not. All PRO scores were similar to those of a general population at baseline and deteriorated over time across the study population. The PtGA and Patient's Assessment of Joint Pain values deteriorated less in those on etanercept monotherapy compared with methotrexate monotherapy. More patients with versus without disease worsening experienced deterioration that was greater than the minimal clinically important difference (MCID) for all PROs tested. In patients with disease worsening, PtGA deterioration more than the MCID preceded Simple Disease Activity Index disease worsening. CONCLUSIONS Etanercept monotherapy showed benefit over methotrexate in maintaining PRO scores. Patients with disease worsening experienced a more rapid worsening of PtGA beyond the MCID versus patients without disease worsening.Categories: autoinflammatory disease, biological therapy, DMARDs, rheumatoid arthritis.
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Affiliation(s)
- Jeffrey R. Curtis
- From the Division of Clinical Immunology and Rheumatology, University of Alabama at Birmingham, Birmingham, AL
| | | | - Paul Emery
- Leeds Institute of Rheumatic and Musculoskeletal Medicine, NIHR Leeds Biomedical Research Centre, Leeds Teaching Hospitals NHS Trust, University of Leeds, Leeds, United Kingdom
| | - Boulos Haraoui
- Centre Hospitalier de I'Université de Montréal, Montréal, Quebec, Canada
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21
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Kelley GA, Kelley KS. Representation of adults with rheumatoid arthritis in US-based randomized controlled exercise trials: a systematic review with meta-analysis. Clin Rheumatol 2023; 42:29-38. [PMID: 36152083 DOI: 10.1007/s10067-022-06360-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2022] [Revised: 08/20/2022] [Accepted: 08/26/2022] [Indexed: 01/11/2023]
Abstract
The purpose of this study was to conduct a systematic review with meta-analysis to determine the representation of adults with rheumatoid arthritis (RA) according to sex, race, and ethnicity in exercise randomized controlled trials (RCTs) conducted in the USA. Exercise RCTs ≥ 4 weeks conducted in the USA in adults ≥ 18 years with RA were eligible. Studies were retrieved by searching six electronic databases, cross-referencing and searching a clinical trials registry. Dual, independent, study selection and data abstraction were conducted. The primary outcomes were the proportion of participants in each study according to sex as well as race/ethnicity. Results were pooled meta-analytically using the inverse-variance heterogeneity (IVhet) model after applying the double-arcsine transformation. Of the 1030 unique articles screened, five RCTs representing 353 participants with RA were included. The pooled participant prevalence was 83% (95% CI = 73 to 92%) for women and 17% (95% CI = 8 to 27%) for men, suggesting an over-representation of women and an under-representation of men by approximately 7.4% based on current prevalence US estimates for each. Qualitative examination for race and ethnicity demonstrated an under-representation of racial/ethnic minority groups. There is a lack of representation of men with RA in US-based randomized controlled exercise intervention studies. Additional US-based randomized controlled exercise trials, including greater inclusion and reporting of the racial/ethnic composition of participants, are also needed. Key Points • This systematic review with meta-analysis of US studies found an under-representation of men in randomized controlled trials examining the effects of exercise in those with rheumatoid arthritis (RA). • Qualitative examination according to race/ethnicity found both a lack of reporting as well as under-representation of selected racial/ethnic minorities in US-based randomized controlled exercise studies among adults with RA. • This study highlights the need for additional US-based randomized controlled trials of exercise in adults with RA that better represent the RA population in the USA.
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Affiliation(s)
- George A Kelley
- School of Public Health, Department of Epidemiology and Biostatistics, Robert C. Byrd Health Sciences Center, West Virginia University, PO Box 9190, Morgantown, WV, 26506-9190, USA.
| | - Kristi S Kelley
- School of Public Health, Department of Epidemiology and Biostatistics, Robert C. Byrd Health Sciences Center, West Virginia University, PO Box 9190, Morgantown, WV, 26506-9190, USA
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Safety, tolerability, and efficacy of pirfenidone in patients with rheumatoid arthritis-associated interstitial lung disease: a randomised, double-blind, placebo-controlled, phase 2 study. THE LANCET. RESPIRATORY MEDICINE 2023; 11:87-96. [PMID: 36075242 DOI: 10.1016/s2213-2600(22)00260-0] [Citation(s) in RCA: 64] [Impact Index Per Article: 64.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/31/2022] [Revised: 06/21/2022] [Accepted: 06/22/2022] [Indexed: 12/27/2022]
Abstract
BACKGROUND Interstitial lung disease is a known complication of rheumatoid arthritis, with a lifetime risk of developing the disease in any individual of 7·7%. We aimed to assess the safety, tolerability, and efficacy of pirfenidone for the treatment of patients with rheumatoid arthritis-associated interstitial lung disease (RA-ILD). METHODS TRAIL1 was a randomised, double-blind, placebo-controlled, phase 2 trial done in 34 academic centres specialising in interstitial lung disease in four countries (the UK, the USA, Australia, and Canada). Adults aged 18-85 years were eligible for inclusion if they met the 2010 American College of Rheumatology and European Alliance of Associations for Rheumatology criteria for rheumatoid arthritis and had interstitial lung disease on a high-resolution CT scan imaging and, when available, lung biopsy. Exclusion criteria include smoking, clinical history of other known causes of interstitial lung disease, and coexistant clinically significant COPD or asthma. Patients were randomly assigned (1:1) to receive 2403 mg oral pirfenidone (pirfenidone group) or placebo (placebo group) daily. The primary endpoint was the incidence of the composite endpoint of a decline from baseline in percent predicted forced vital capacity (FVC%) of 10% or more or death during the 52-week treatment period assessed in the intention-to-treat population. Key secondary endpoints included change in absolute and FVC% over 52 weeks, the proportion of patients with a decline in FVC% of 10% or more, and the frequency of progression as defined by Outcome Measures in Rheumatoid Arthritis Clinical Trials (OMERACT) in the intention-to-treat population. This study is registered with ClinicalTrials.gov, NCT02808871. FINDINGS From May 15, 2017, to March 31, 2020, 231 patients were assessed for inclusion, of whom 123 patients were randomly assigned (63 [51%] to the pirfenidone group and 60 [49%] to the placebo group). The trial was stopped early (March 31, 2020) due to slow recruitment and the COVID-19 pandemic. The difference in the proportion of patients who met the composite primary endpoint (decline in FVC% from baseline of 10% or more or death) between the two groups was not significant (seven [11%] of 63 patients in the pirfenidone group vs nine [15%] of 60 patients in the placebo group; OR 0·67 [95% CI 0·22 to 2·03]; p=0·48). Compared with the placebo group, patients in the pirfenidone group had a slower rate of decline in lung function, measured by estimated annual change in absolute FVC (-66 vs -146; p=0·0082) and FVC% (-1·02 vs -3·21; p=0·0028). The groups were similar with regards to the decline in FVC% by 10% or more (five [8%] participants in the pirfenidone group vs seven [12%] in the placebo group; OR 0·52 [95% CI 0·14-1·90]; p=0·32) and the frequency of progression as defined by OMERACT (16 [25%] in the pirfenidone group vs 19 [32%] in the placebo group; OR 0·68 [0·30-1·54]; p=0·35). There was no significant difference in the rate of treatment-emergent serious adverse events between the two groups, and there were no treatment-related deaths. INTERPRETATION Due to early termination of the study and underpowering, the results should be interpreted with caution. Despite not meeting the composite primary endpoint, pirfenidone slowed the rate of decline of FVC over time in patients with RA-ILD. Safety in patients with RA-ILD was similar to that seen in other pirfenidone trials. FUNDING Genentech.
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Obaed NG, Elsheshtawi M, Jones C, Kothari V, Estica T, Menchaca K, Isaac S. Functional Quadriplegia as an Initial Presentation of Severe Rheumatoid Arthritis. Cureus 2023; 15:e33693. [PMID: 36788835 PMCID: PMC9921627 DOI: 10.7759/cureus.33693] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2022] [Accepted: 01/12/2023] [Indexed: 01/13/2023] Open
Abstract
Rheumatoid arthritis is a chronic inflammatory condition with many manifestations primarily presenting in older female patients with joint stiffness. Quadriplegia associated with rheumatoid arthritis is common and can occur secondary to spinal cord compression from atlantoaxial dislocation. In contrast, functional quadriplegia is rare and has not been previously reported as an initial manifestation of rheumatoid arthritis. We report the case of a 56-year-old male with a past medical history of carotid artery stenosis, hypertension, and tobacco and alcohol misuse who presented to the emergency department with a five-month history of progressive bilateral shoulder pain and weakness resulting in functional quadriplegia. The patient required inpatient hospital admission for further evaluation of his functional quadriplegia and associated symptoms. His workup was significant for rheumatoid arthritis, and he was successfully treated with high-dose steroids and received physical and occupational therapy during admission. Prior to discharge, the patient was initiated on methotrexate therapy and appointed a follow-up with primary care and rheumatology. The purpose of this study is to facilitate early clinical recognition of a common disease with unique and underreported symptomatology.
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Affiliation(s)
- Nadia G Obaed
- Allopathic Medicine, Nova Southeastern University Dr. Kiran C. Patel College of Allopathic Medicine, Fort Lauderdale, USA
| | - Mohamed Elsheshtawi
- Internal Medicine, University of Miami, John F. Kennedy (JFK) Medical Center, Atlantis, USA
| | - Can Jones
- Internal Medicine, University of Miami, John F. Kennedy (JFK) Medical Center, Atlantis, USA
| | - Vivek Kothari
- Internal Medicine, University of Miami, John F. Kennedy (JFK) Medical Center, Atlantis, USA
| | - Tabitha Estica
- Internal Medicine, University of Miami, John F. Kennedy (JFK) Medical Center, Atlantis, USA
| | - Kristina Menchaca
- Internal Medicine, University of Miami, John F. Kennedy (JFK) Medical Center, Atlantis, USA
| | - Shaun Isaac
- Internal Medicine, University of Miami, John F. Kennedy (JFK) Medical Center, Atlantis, USA
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Seyferth AV, Cichocki MN, Wang CW, Huang YJ, Huang YW, Chen JS, Kuo CF, Chung KC. Factors Associated With Quality Care Among Adults With Rheumatoid Arthritis. JAMA Netw Open 2022; 5:e2246299. [PMID: 36508216 PMCID: PMC9856345 DOI: 10.1001/jamanetworkopen.2022.46299] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/14/2022] Open
Abstract
IMPORTANCE Although quality care markers exist for patients with rheumatoid arthritis (RA), the predictors of meeting these markers are unclear. OBJECTIVE To explore factors associated with quality care among patients with RA. DESIGN, SETTING, AND PARTICIPANTS A retrospective cohort study using insurance claims from 2009 to 2017 was conducted, and 6 sequential logistic regression models were built to evaluate quality care markers. Quality care markers were measured at 1 year post-RA diagnosis for each patient. The MarketScan Research Database, which contains commercial and Medicare Advantage administrative claims data from more than 100 million individuals in the US, was used to identify patients aged 18 to 64 years with a diagnosis claim for RA. Patients with conditions presenting similar to RA and missing demographic characteristics were excluded. Data analysis occurred between February 18 and May 5, 2022. EXPOSURES Success or failure to meet selected RA quality care markers within 1 year after RA diagnosis. MAIN OUTCOMES AND MEASURES Prevalence of meeting successive quality care markers for RA. RESULTS Among 581 770 patients, 430 843 (74.1%) were women and the mean (SD) age was 48.9 (11.3) years. Most patients (236 285 [40.6%]) resided in the South and had an income less than or equal to $45 200 (490 366 [84.3%]). Of the total study population, 399 862 individuals (68.7%) met at least 1 quality care marker and 181 908 (31.3%) met 0 markers. Most commonly, patients met annual laboratory testing (299 323 [51.5%]) and referral to a rheumatologist (256 765 [44.1%]) markers. The least met marker was receiving hepatitis B screening prior to initiation of disease-modifying antirheumatic drug (DMARD) therapy (18 548 [3.2%]). Women were most likely to meet all quality care markers except receiving DMARDs with hepatitis B screening (odds ratio, 1.14; 95% CI, 1.12-1.16). Individuals with lower median household income had lower odds of receiving a rheumatologist referral, an annual physical examination, or annual laboratory testing, but greater odds of receiving the other quality care markers. Patients with Medicare and those with comorbidities were generally less likely to meet quality care markers. CONCLUSIONS AND RELEVANCE In this cohort study of patients with RA, findings indicated downstream associations with rheumatologist referral and receiving DMARDs and varied associations between meeting quality care markers and patient characteristics. These findings suggest that prioritizing early care, especially for vulnerable patients, will ensure that quality care continues.
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Affiliation(s)
- Anne V. Seyferth
- Section of Plastic Surgery, Department of Surgery, University of Michigan Medical School, Ann Arbor
| | - Meghan N. Cichocki
- Section of Plastic Surgery, Department of Surgery, University of Michigan Medical School, Ann Arbor
| | - Chien-Wei Wang
- Section of Plastic Surgery, Department of Surgery, University of Michigan Medical School, Ann Arbor
| | - Yun-Ju Huang
- School of Medicine, Chang Gung University, Taoyuan, Taiwan
| | - Yi-Wei Huang
- Division of Rheumatology, Allergy and Immunology, Chang Gung Memorial Hospital, Taipei, Taiwan
| | - Jung-Sheng Chen
- Division of Rheumatology, Allergy and Immunology, Chang Gung Memorial Hospital, Taipei, Taiwan
| | - Chang-Fu Kuo
- Center for Artificial Intelligence in Medicine, Chang Gung Memorial Hospital, Taoyuan, Taiwan
| | - Kevin C. Chung
- Section of Plastic Surgery, Department of Surgery, University of Michigan Medical School, Ann Arbor
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Finckh A, Gilbert B, Hodkinson B, Bae SC, Thomas R, Deane KD, Alpizar-Rodriguez D, Lauper K. Global epidemiology of rheumatoid arthritis. Nat Rev Rheumatol 2022; 18:591-602. [PMID: 36068354 DOI: 10.1038/s41584-022-00827-y] [Citation(s) in RCA: 88] [Impact Index Per Article: 44.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 08/03/2022] [Indexed: 11/09/2022]
Abstract
Rheumatoid arthritis (RA) is a systemic autoimmune disease that predominantly affects the joints. The prevalence of RA varies globally, with generally a higher prevalence in industrialized countries, which may be explained by exposures to environmental risk factors, but also by genetic factors, differing demographics and under-reporting in other parts of the world. Over the past three decades, strong trends of the declining severity of RA probably reflect changes in treatment paradigms and overall better management of the disease. Other trends include increasing RA prevalence. Common risk factors for RA include both modifiable lifestyle-associated variables and non-modifiable features, such as genetics and sex. A better understanding of the natural history of RA, and of the factors that contribute to the development of RA in specific populations, might lead to the introduction of specific prevention strategies for this debilitating disease.
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Affiliation(s)
- Axel Finckh
- Division of Rheumatology, Department of Medicine, Geneva University Hospital (HUG), Geneva, Switzerland.
| | - Benoît Gilbert
- Division of Rheumatology, Department of Medicine, Geneva University Hospital (HUG), Geneva, Switzerland
| | - Bridget Hodkinson
- Division of Rheumatology, Department of Medicine, University of Cape Town and Groote Schuur Hospital, Cape Town, South Africa
| | - Sang-Cheol Bae
- Department of Rheumatology, Hanyang University Hospital for Rheumatic Diseases, Hanyang University Institute for Rheumatology and Hanyang University Institute of Bioscience and Biotechnology, Seoul, Republic of Korea
| | - Ranjeny Thomas
- The University of Queensland Diamantina Institute, The University of Queensland, Princess Alexandra Hospital, Woolloongabba, Queensland, Australia
| | - Kevin D Deane
- University of Colorado Anschutz Medical Campus, Aurora, CO, USA
| | | | - Kim Lauper
- Division of Rheumatology, Department of Medicine, Geneva University Hospital (HUG), Geneva, Switzerland.,Centre for Epidemiology versus Arthritis, Centre for Musculoskeletal Research, University of Manchester, Manchester, UK
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Pappas DA, Brittle C, Concoff A, Holman AJ, Takasugi D, Kremer JM. Perspectives on applying immuno-autonomics to rheumatoid arthritis: results from an online rheumatologist survey. Rheumatol Int 2022; 42:1555-1564. [PMID: 35449236 PMCID: PMC9349152 DOI: 10.1007/s00296-022-05122-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2022] [Accepted: 03/19/2022] [Indexed: 11/16/2022]
Abstract
The term "immuno-autonomics" has been coined to describe an emerging field evaluating the interaction between stress, autonomic nervous system (ANS), and inflammation. The field remains largely unknown among practicing rheumatologists. Our objective was to evaluate the perspectives of rheumatologists regarding the role of stress in the activity and management of rheumatoid arthritis (RA). A 31-item survey was conducted with 231 rheumatologists. Rheumatologists were asked to assess the role of stress in rheumatoid arthritis (RA) disease activity and were provided with information regarding immuno-autonomics. They were asked to consider how immuno-autonomics resonated with their patient management needs. The majority of rheumatologists are eager to better understand non-response, believe that stress biology and ANS dysfunction interfere with disease activity, and embrace the theory that measurement of ANS via next-generation HRV may be able to evaluate autonomic dysfunction and the biology of stress. Rheumatologists are open to the idea that quantitative measurement of ANS function using next-generation HRV can be a helpful tool to RA practice. The majority agree that ANS state influences RA disease control and that quantitative measures of ANS state are helpful to RA practice. Rheumatologists also agree that patients with poor ANS function may be at risk for not responding adequately to conventional, biologic, or targeted synthetic DMARDs. Almost all would use an in-office test to quantitatively measure ANS using next-generation HRV. This study shows that rheumatologists are open to embracing evaluation of ANS function as a possible tool in the management and treatment of RA.
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Affiliation(s)
| | | | | | - Andrew J. Holman
- Inmedix Inc., Normandy Park, WA USA
- Pacific Rheumatology Associates, Inc. PS, Seattle, WA USA
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All-Cause Health Care and Work Loss Burden Associated With Nonsteroidal Anti-Inflammatory Drug and Opioid Treatment in Employed Patients With Osteoarthritis. J Occup Environ Med 2022; 64:699-706. [DOI: 10.1097/jom.0000000000002568] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
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Patel V, Pulungan Z, Shah A, Jones B, Petrilla A, Ferri L, Han X, Michaud K. Diabetes-Related Complications and Costs in Medicare Beneficiaries with Comorbid Rheumatoid Arthritis and Diabetes Treated with Abatacept Versus Other Targeted DMARDs. Rheumatol Ther 2022; 9:1091-1107. [PMID: 35604547 PMCID: PMC9314491 DOI: 10.1007/s40744-022-00453-w] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2021] [Accepted: 04/20/2022] [Indexed: 11/27/2022] Open
Abstract
INTRODUCTION Targeted DMARD (tDMARD) use in patients with rheumatoid arthritis (RA) and type 2 diabetes mellitus (T2DM) may increase whole-body insulin sensitivity. Evidence comparing the T2DM-related clinical and economic impact of abatacept versus other tDMARDs is limited. This study compared differences in T2DM-related healthcare resource utilization (HCRU) and costs in patients with RA and T2DM. METHODS This retrospective study used 100% Medicare Fee-for-Service claims (parts A/B/D) to identify patients ≥ 65 age, diagnosed with RA and T2DM, and were either TNFi-experienced (switched from a TNFi to another tDMARD) or tDMARD-naïve, initiating their first tDMARD (abatacept, TNFi, or non-TNFi) between 2010 and 2017. Abatacept users were propensity-score (PS) matched to TNFi and other non-TNFi users separately on baseline demographics, comorbidities, medications, T2DM-related HCRU, and costs. Post-index follow-up: until discontinuation of index treatment, disenrollment, death, or end of study period, whichever occurred first. T2DM-related complications and HCRU were assessed. Costs were normalized to per-patient-per-month (PPPM) and inflated to 2019 US$. RESULTS The TNFi-experienced group included 2169 abatacept/TNFi and 2118 abatacept/other non-TNFi PS-matched pairs; the tDMARD-naïve group included 2667 abatacept/TNFi and 2247 abatacept/other non-TNFi PS-matched pairs. For TNFi-experienced patients, T2DM-related complication rates for inpatient settings PPPM trended lower for abatacept than TNFi (21 vs. 24, p = 0.046) and other non-TNFi groups (21 vs. 26; p < 0.0001). T2DM-related total costs PPPM for TNFi-experienced patients demonstrated lower trends for abatacept than TNFi ($489 vs. $594, p = 0.016) and other non-TNFi users ($493 vs. $606, p = 0.012). CONCLUSIONS Medicare beneficiaries with RA and T2DM who switch to/initiate abatacept as their first tDMARD have directionally lower rates and costs of T2DM-related complications compared with patients switching to/initiating other tDMARDs. Abatacept treatment may help reduce clinical and economic burdens associated with T2DM in patients with RA.
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Affiliation(s)
| | | | | | | | | | | | - Xue Han
- Bristol Myers Squibb, Lawrence Township, NJ, USA
| | - Kaleb Michaud
- University of Nebraska Medical Center, Omaha, NE, USA
- Forward, The National Databank for Rheumatic Diseases, Wichita, KS, USA
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Hatami E, Aghajani M, Pourmasoumi M, Haeri F, Boozari B, Nezamoleslami S, Clark CCT, Nezamoleslami S, Ghiasvand R. The relationship between animal flesh foods consumption and rheumatoid arthritis: a case-control study. Nutr J 2022; 21:51. [PMID: 35907830 PMCID: PMC9338547 DOI: 10.1186/s12937-022-00800-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2021] [Accepted: 07/19/2022] [Indexed: 11/16/2022] Open
Abstract
Background Rheumatoid arthritis (RA) is a chronic, systemic inflammatory, and debilitating autoimmune illness. The objective of the present study was to evaluate the relationship between animal flesh foods consumption and rheumatoid arthritis. Methods Meat consumption was assessed by using a semi-quantitative Food Frequency Questionnaire (168 items) in a case-control study of 297 subjects (100 newly diagnosed cases and 197 healthy controls). An expert rheumatologist diagnosed patients based on the American College of Rheumatology definitions, 2010. Multivariate logistic regression, adjusted for lifestyle and nutritional confounders, was used to evaluate the relationship between dairy consumption and rheumatoid arthritis. Results Participants with greater consumption of fish and seafood were less likely to have RA (OR 0.52; 95% CI 0.27–0.98). Conversely, a higher processed meat intake was associated with increased odds of RA (OR 3.45; 95% CI 1.78–6.68). However, no significant association was found between red meats and poultry consumption and the risk of RA in the fully adjusted model. Conclusions The present study suggests an inverse association between fish and seafood consumption and the risk of RA. On the contrary, a higher amount of processed meat intake was associated with increased odds of RA. However, further studies are warranted to confirm the veracity of our findings.
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Affiliation(s)
- Elahe Hatami
- Department of Exercise Physiology, Sport Medicine Research Centre, Sport Sciences Research Institute, Tehran, Iran
| | - Mobina Aghajani
- Neuromusculoskeletal Research Center, Iran University of Medical Sciences, Tehran, Iran
| | - Makan Pourmasoumi
- Gastrointestinal and Liver Diseases Research Centre, Guilan University of Medical Sciences, Rasht, Iran.,Food Security Research Center, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Farahnaz Haeri
- Department of Community Nutrition, School of Nutrition and Food Science, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Behnoosh Boozari
- Food Security Research Center, Isfahan University of Medical Sciences, Isfahan, Iran.,Department of Clinical Nutrition, School of Nutrition and Food Science, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Saeed Nezamoleslami
- Department of Nutrition, Science and Research Branch, Islamic Azad University, Tehran, Iran
| | - Cain C T Clark
- Centre for Intelligent Healthcare, Coventry University, Coventry, CV1 5FB, UK
| | - Shokufeh Nezamoleslami
- Department of Community Nutrition, School of Nutrition and Food Science, Isfahan University of Medical Sciences, Isfahan, Iran.
| | - Reza Ghiasvand
- Department of Community Nutrition, School of Nutrition and Food Science, Isfahan University of Medical Sciences, Isfahan, Iran.
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The Economic Benefit of Remission for Patients with Rheumatoid Arthritis. Rheumatol Ther 2022; 9:1329-1345. [PMID: 35834162 PMCID: PMC9510082 DOI: 10.1007/s40744-022-00473-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2022] [Accepted: 06/15/2022] [Indexed: 11/18/2022] Open
Abstract
Introduction In patients with rheumatoid arthritis (RA), attaining remission or low disease activity (LDA), as recommended by the treat-to-target approach, has shown to yield improvement in symptoms and quality of life. However, limited evidence from real-world settings is available to support the premise that better disease control is associated with lower healthcare costs. This study fills in evidence gaps regarding the cost of care by RA disease activity (DA) states and by therapy. Methods This retrospective cohort study linked medical and prescription claims from Optum Clinformatics Data Mart to electronic health record data from Illumination Health over 1/1/2010–3/31/2020. Mean annual costs for payers and patients were examined, stratifying on DA state and baseline use of conventional synthetic disease-modifying antirheumatic drugs (csDMARDs), biologics, and targeted synthetic (ts)DMARDs. Subgroup analysis examining within-person change in costs pre- and post-initiation of new therapy was also performed. Descriptive statistics, means, and boot-strapped confidence intervals were analyzed by DA state and by RA therapy. Furthermore, multivariate negative binomial regression analysis adjusting for key baseline characteristics was conducted. Results Of 2339 eligible patients, 19% were in remission, 40% in LDA, 29% in moderate DA (MDA), and 12% in high DA (HDA) at baseline. Mean annual costs during follow-up were substantially less for patients in remission ($40,072) versus those in MDA ($56,536) and HDA ($59,217). For patients in remission, csDMARD use was associated with the lowest mean annual cost ($25,575), tsDMARD was highest ($75,512), and tumor necrosis factor inhibitor (TNFi) ($69,846) and non-TNFi ($57,507) were intermediate. Among new TNFi (n = 137) and non-TNFi initiators (n = 107), 31% and 26% attained LDA/remission, respectively, and the time to achieve remission/LDA was numerically shorter in TNFi vs. non-TNFi initiators. For those on biologics, mean annual within-person medical and inpatient costs were lower after achieving LDA/remission, although pharmacy costs were higher. Conclusions Cost of care increased with increasing DA state, with patients in remission having the lowest costs. Optimizing DA has the potential for substantial savings in healthcare costs, although may be partially offset by the high cost of targeted RA therapies. Supplementary Information The online version contains supplementary material available at 10.1007/s40744-022-00473-6.
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Ahn SS, Lim H, Lee CH, Park YB, Park JS, Lee SW. Secular Trends of Incidence, Prevalence, and Healthcare Economic Burden in ANCA-Associated Vasculitis: An Analysis of the 2002–2018 South Korea National Health Insurance Database. Front Med (Lausanne) 2022; 9:902423. [PMID: 35872769 PMCID: PMC9300883 DOI: 10.3389/fmed.2022.902423] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2022] [Accepted: 06/20/2022] [Indexed: 11/30/2022] Open
Abstract
Objectives The incidence and prevalence of AAV in Asia remain poorly understood, especially in a nationwide setting. This study investigated the incidence, prevalence, and healthcare burden of antineutrophil cytoplasmic antibody (ANCA)-associated vasculitis (AAV) in South Korea by analyzing a national database. Methods This study included patients with AAV identified from the National Health Insurance Service Database of South Korea from 2002 to 2018. Patients were diagnosed with AAV in a general or tertiary hospital and were registered in the individual payment beneficiaries program or were prescribed glucocorticoids. A calendar-based meteorological definitions were adopted to assess the differences in the incidence of AAV according to season. The average healthcare expenditure and patient outcomes of mortality and end-stage renal disease (ESRD) in patients with AAV were compared to 1:10 age, sex and residential area matched controls. Results A total of 2,113 patients [708, 638, and 767 with microscopic polyangiitis (MPA), granulomatosis with polyangiitis, and eosinophilic granulomatosis with polyangiitis, respectively] were identified. The annual incidence and prevalence of AAV increased continuously, and MPA being the most common disease subtype after 2015. The highest incidence and prevalence of AAV was 0.48/100,000 person-years (PY) and 2.40/100,000 PY in 2017 and 2018, respectively. There were no significant differences in monthly and seasonal incidence of AAV. The average expense of medical care, overall mortality, and ESRD rates of patients with AAV were higher in patients with AAV than in controls, especially in the case of MPA. Conclusion An increasing trend of AAV diagnosis observed is consistent with the evidence that AAV is more common in recent years; however, a relatively lower incidence and prevalence was observed compared to that in Western countries. The higher medical cost and rates of mortality and ESRD in AAV emphasize the early recognition and implementation of optimal treatment for these patients.
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Affiliation(s)
- Sung Soo Ahn
- Department of Internal Medicine, Yongin Severance Hospital, Yonsei University College of Medicine, Yongin-si, South Korea
| | - Hyunsun Lim
- Research and Analysis Team, National Health Insurance Service Ilsan Hospital, Goyang-si, South Korea
| | - Chan Hee Lee
- Division of Rheumatology, Department of Internal Medicine, National Health Insurance Service Ilsan Hospital, Goyang-si, South Korea
| | - Yong-Beom Park
- Division of Rheumatology, Department of Internal Medicine, Yonsei University College of Medicine, Seoul, South Korea
- Institute for Immunology and Immunological Diseases, Yonsei University College of Medicine, Seoul, South Korea
| | - Jin-Su Park
- Division of Rheumatology, Department of Internal Medicine, National Health Insurance Service Ilsan Hospital, Goyang-si, South Korea
- *Correspondence: Jin-Su Park
| | - Sang-Won Lee
- Division of Rheumatology, Department of Internal Medicine, Yonsei University College of Medicine, Seoul, South Korea
- Institute for Immunology and Immunological Diseases, Yonsei University College of Medicine, Seoul, South Korea
- Sang-Won Lee
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Strand V, Zhang L, Arnaud A, Connolly-Strong E, Asgarian S, Withers JB. Improvement in clinical disease activity index when treatment selection is informed by the tumor necrosis factor-ɑ inhibitor molecular signature response classifier: analysis from the study to accelerate information of molecular signatures in rheumatoid arthritis. Expert Opin Biol Ther 2022; 22:801-807. [PMID: 35442122 DOI: 10.1080/14712598.2022.2066972] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
Abstract
BACKGROUND A blood-based molecular signature response classifier (MSRC) predicts non-response to tumor necrosis factor-ɑ inhibitors (TNFi) in rheumatoid arthritis (RA). RESEARCH DESIGN AND METHODS This is an interim analysis of data collected in the Study to Accelerate Information of Molecular Signatures (AIMS) in RA from patients who received the MSRC test between September 2020 and November 2021. Absolute changes in clinical disease activity index (CDAI) scores from baseline were evaluated at 12 weeks (n = 470) and 24 weeks (n = 274). RESULTS Predicted TNFi non-responders who received a biologic or targeted synthetic disease-modifying antirheumatic drug (b/tsDMARD) with an alternative mechanism of action (altMOA) experienced up to 1.8-fold greater improvements in CDAI scores than those treated with a TNFi (12 weeks: 12.2 vs 8.0; p-value = 0.083; 24 weeks: 14.2 vs 7.8 p-value = 0.009). In patients with a molecular signature of non-response to TNFi in high disease activity at baseline, this corresponded to 43.2% relative improvement in achieving a lower CDAI disease activity level when likely TNFi non-responders were treated with a non-TNFi therapy (38.9% vs 55.7%). Commensurate improvements in efficiency of spend are expected when TNFi are avoided in favor of altMOA. CONCLUSIONS RA treatment selection informed by MSRC test results improves clinical outcomes in real-world care and offers improvements in efficiency of healthcare spending.
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Affiliation(s)
- Vibeke Strand
- Division of Immunology/Rheumatology, Stanford University School of Medicine, Palo Alto, CA, USA
| | - Lixia Zhang
- Scipher Medicine Corporation, Waltham, MA, USA
| | - Alix Arnaud
- Scipher Medicine Corporation, Waltham, MA, USA
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Miranda EM, Han X, Park SH, Suri S, Suryavanshi M. Treatment Patterns Among Patients with Rheumatoid Arthritis in Puerto Rico. Rheumatol Ther 2022; 9:609-619. [PMID: 35076904 PMCID: PMC8964873 DOI: 10.1007/s40744-021-00408-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2021] [Accepted: 11/23/2021] [Indexed: 12/01/2022] Open
Abstract
Introduction Racial and ethnic disparities in rheumatoid arthritis (RA) have been identified in the United States, with higher levels of disease activity and worse functional status reported in Hispanic patients compared with their white counterparts. Although RA is one of the most prevalent health conditions in Puerto Rico, few studies have previously examined the characteristics or treatment patterns of patients receiving biological and targeted synthetic disease-modifying anti-rheumatic drugs (b/tsDMARDs) in this population. Methods This was a retrospective cohort study using data extracted from the Advanced Business Management Organization database, which represents around 70% of pharmacy claims in Puerto Rico. Patients with RA were included if they had ≥ 1 prescription for any approved b/tsDMARD during the index period (January 2016 to July 2018), and ≥ 2 years of follow-up. The objective was to describe and compare the demographic and clinical characteristics of patients with RA being treated with b/tsDMARD therapy in Puerto Rico, and to evaluate the treatment patterns among these patients. Results Most patients (74%) received tumor necrosis factor inhibitors (TNFis) as index therapy, followed by abatacept (17%), Janus kinase inhibitors (JAKis; 5%), and other non-TNFis (4%). Similar trends were observed in subsequent lines of therapy, although abatacept was more frequently used in these later lines versus index therapy. At 2 years, 62% of patients had discontinued their index therapy and 17% had switched to an alternative b/tsDMARD; only 21% persisted with index therapy. The percentage of patients who were persistent with their index therapy at the end of year 2 was 28% for JAKis, 36% for abatacept, 41% for TNFis, and 45% for other non-TNFis. Conclusions These findings demonstrate that despite the availability of several b/tsDMARDs, patients with RA in Puerto Rico still experience substantial treatment disruption, with almost two-thirds of patients discontinuing their index therapy within 2 years. Supplementary Information The online version contains supplementary material available at 10.1007/s40744-021-00408-7.
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Affiliation(s)
| | - Xue Han
- Bristol Myers Squibb, 3401 Princeton Pike, Lawrenceville, NJ, 08648, USA
| | - Sang Hee Park
- Bristol Myers Squibb, 3401 Princeton Pike, Lawrenceville, NJ, 08648, USA
| | - Sonick Suri
- Mu Sigma Inc, No 3400, Dundee Rd, Suite 160, Northbrook, IL, USA
| | - Manasi Suryavanshi
- Bristol Myers Squibb, 3401 Princeton Pike, Lawrenceville, NJ, 08648, USA.
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Bird A, Oakden-Rayner L, McMaster C, Smith LA, Zeng M, Wechalekar MD, Ray S, Proudman S, Palmer LJ. Artificial intelligence and the future of radiographic scoring in rheumatoid arthritis: a viewpoint. Arthritis Res Ther 2022; 24:268. [PMID: 36510330 PMCID: PMC9743640 DOI: 10.1186/s13075-022-02972-x] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2022] [Accepted: 12/03/2022] [Indexed: 12/14/2022] Open
Abstract
Rheumatoid arthritis is an autoimmune condition that predominantly affects the synovial joints, causing joint destruction, pain, and disability. Historically, the standard for measuring the long-term efficacy of disease-modifying antirheumatic drugs has been the assessment of plain radiographs with scoring techniques that quantify joint damage. However, with significant improvements in therapy, current radiographic scoring systems may no longer be fit for purpose for the milder spectrum of disease seen today. We argue that artificial intelligence is an apt solution to further improve upon radiographic scoring, as it can readily learn to recognize subtle patterns in imaging data to not only improve efficiency, but can also increase the sensitivity to variation in mild disease. Current work in the area demonstrates the feasibility of automating scoring but is yet to take full advantage of the strengths of artificial intelligence. By fully leveraging the power of artificial intelligence, faster and more sensitive scoring could enable the ongoing development of effective treatments for patients with rheumatoid arthritis.
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Affiliation(s)
- Alix Bird
- grid.1010.00000 0004 1936 7304Australian Institute of Machine Learning, University of Adelaide, Corner Frome Road and North Terrace, Adelaide, SA 5000 Australia ,grid.1010.00000 0004 1936 7304School of Public Health, The University of Adelaide, North Terrace, Adelaide, SA 5000 Australia
| | - Lauren Oakden-Rayner
- grid.1010.00000 0004 1936 7304Australian Institute of Machine Learning, University of Adelaide, Corner Frome Road and North Terrace, Adelaide, SA 5000 Australia ,grid.1010.00000 0004 1936 7304School of Public Health, The University of Adelaide, North Terrace, Adelaide, SA 5000 Australia
| | - Christopher McMaster
- grid.410678.c0000 0000 9374 3516Department of Rheumatology, Austin Health, Heidelberg, VIC 3084 Australia
| | - Luke A. Smith
- grid.1010.00000 0004 1936 7304Australian Institute of Machine Learning, University of Adelaide, Corner Frome Road and North Terrace, Adelaide, SA 5000 Australia ,grid.1010.00000 0004 1936 7304School of Public Health, The University of Adelaide, North Terrace, Adelaide, SA 5000 Australia
| | - Minyan Zeng
- grid.1010.00000 0004 1936 7304Australian Institute of Machine Learning, University of Adelaide, Corner Frome Road and North Terrace, Adelaide, SA 5000 Australia ,grid.1010.00000 0004 1936 7304School of Public Health, The University of Adelaide, North Terrace, Adelaide, SA 5000 Australia
| | - Mihir D. Wechalekar
- grid.1014.40000 0004 0367 2697Department of Rheumatology, Flinders Medical Centre, and College of Medicine and Public Health, Flinders University, Bedford Park, SA 5042 Australia
| | - Shonket Ray
- grid.418019.50000 0004 0393 4335Artificial Intelligence and Machine Learning, GlaxoSmithKline, South San Francisco, CA USA
| | - Susanna Proudman
- grid.416075.10000 0004 0367 1221Department of Rheumatology, Royal Adelaide Hospital, Adelaide, SA 5000 Australia
| | - Lyle J. Palmer
- grid.1010.00000 0004 1936 7304Australian Institute of Machine Learning, University of Adelaide, Corner Frome Road and North Terrace, Adelaide, SA 5000 Australia ,grid.1010.00000 0004 1936 7304School of Public Health, The University of Adelaide, North Terrace, Adelaide, SA 5000 Australia
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Abstract
Rheumatoid arthritis (RA) is a systemic autoimmune disease that preferably affects small joints. As the well-timed diagnosis of the disease is essential for the treatment of the patient, several works have been conducted in the field of deep learning to develop fast and accurate automatic methods for RA diagnosis. These works mainly focus on medical images as they use X-ray and ultrasound images as input for their models. In this study, we review the conducted works and compare the methods that use deep learning with the procedure that is commonly followed by a medical doctor for the RA diagnosis. The results show that 93% of the works use only image modalities as input for the models as distinct from the medical procedure where more patient medical data are taken into account. Moreover, only 15% of the works use direct explainability methods, meaning that the efforts for solving the trustworthiness issue of deep learning models were limited. In this context, this work reveals the gap between the deep learning approaches and the medical doctors’ practices traditionally applied and brings to light the weaknesses of the current deep learning technology to be integrated into a trustworthy context inside the existed medical infrastructures.
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Bergman M, Tundia N, Yang M, Orvis E, Clewell J, Bensimon A. Economic Benefit from Improvements in Quality of Life with Upadacitinib: Comparisons with Tofacitinib and Methotrexate in Patients with Rheumatoid Arthritis. Adv Ther 2021; 38:5649-5661. [PMID: 34636000 PMCID: PMC8572211 DOI: 10.1007/s12325-021-01930-4] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2021] [Accepted: 09/21/2021] [Indexed: 01/06/2023]
Abstract
Introduction To compare the economic benefit of upadacitinib combination therapy versus tofacitinib combination therapy and upadacitinib monotherapy versus methotrexate monotherapy from improvements in health-related quality of life (HRQOL) in patients with rheumatoid arthritis (RA). Methods Data were analyzed from two trials of upadacitinib (SELECT-NEXT and SELECT-MONOTHERAPY) and one trial of tofacitinib (ORAL-Standard) that collected HRQOL measurements using the Short Form 36 (SF-36) Health Survey in patients with RA. Direct medical costs per patient per month (PPPM) for patients receiving upadacitinib 15 mg once daily and methotrexate were derived from observed SF-36 Physical (PCS) and Mental Component Summary (MCS) scores in the SELECT trials using a regression algorithm. Direct medical costs PPPM for patients receiving tofacitinib 5 mg twice daily were obtained from a published analysis of SF-36 PCS and MCS scores observed in the ORAL-Standard trial. Short-term (12–14 weeks) and long-term (48 weeks) estimates of direct medical costs PPPM were compared between upadacitinib and tofacitinib and between upadacitinib and methotrexate. Results Over 12 weeks, direct medical costs PPPM were $252 lower (95% CI $72, $446) for upadacitinib-treated patients versus tofacitinib-treated patients. Medical costs PPPM at weeks 24 and 48 and cumulative costs over the entire 48-week period (difference $1759; 95% CI $1162, $2449) were significantly lower for upadacitinib than for tofacitinib. Over 14 weeks, direct medical costs PPPM were $399 lower (95% CI $158, $620) for patients treated with upadacitinib monotherapy compared with those treated with methotrexate alone. Direct medical costs at week 48 and cumulative costs over the entire 48-week period (difference $2044; 95% CI $1221, $2846) were significantly lower for upadacitinib monotherapy compared with methotrexate alone. Conclusion In the short and long term, upadacitinib combination therapy versus tofacitinib combination therapy and upadacitinib monotherapy versus methotrexate monotherapy were associated with significantly lower direct medical costs for patients with RA. Trial Registration ClinicalTrials.gov identifier, NCT02675426, NCT02706951, and NCT00853385. Supplementary Information The online version contains supplementary material available at 10.1007/s12325-021-01930-4.
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Affiliation(s)
- Martin Bergman
- Drexel University College of Medicine, Philadelphia, PA, USA
| | | | - Min Yang
- Analysis Group, Inc., 111 Huntington Avenue 14th Floor, Boston, MA, 02199, USA
| | - Eli Orvis
- Analysis Group, Inc., 111 Huntington Avenue 14th Floor, Boston, MA, 02199, USA
| | | | - Arielle Bensimon
- Analysis Group, Inc., 111 Huntington Avenue 14th Floor, Boston, MA, 02199, USA.
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Zhong M, Xu C, Wu Y, Chen Q, Chen R. Scientific Productivity in Rheumatoid Arthritis: A Global Survey of Research Activity. J Clin Rheumatol 2021; 27:e385-e390. [PMID: 32649403 DOI: 10.1097/rhu.0000000000001475] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
Abstract
OBJECTIVES Assessment of scientific productivity provides a macroscopic view of research activity in a specific field. However, no analyses of rheumatoid arthritis (RA) have been published to date. Thus, this study aimed to investigate the characteristics of studies published on RA worldwide. METHODS The Web of Science database was searched for articles on RA published between 2017 and 2019. Analysis parameters included the number of articles, number of times each publication was cited, country, journal, and research output adjusted by population and gross domestic product. RESULTS Overall, 16,936 publications were identified. The United States was the largest contributor (17.71%), followed by China (17.17%), Japan (6.37%), the United Kingdom (5.82%), and Italy (4.76%). High-income economies (69.98%) ranked first in productivity, followed by middle- (30%) and low-income economies (0.02%). Significant correlations were found between research productivity and population (r = 0.461, p = 0.000), as well as gross domestic product (r = 0.786, p = 0.000). Publications from the United States received the highest number of total citations (21,669), followed by China (10,952) and the United Kingdom (7846). Austria had the highest average citations (16.18), followed by Norway (8.19) and the United Kingdom (7.98). When normalized by population, the leading country was Denmark, followed by the Netherlands and Sweden. When adjusted by gross domestic product, Denmark ranked first in publications on RA, followed by the Netherlands and Greece. CONCLUSION The United States emerged as the largest contributor to the field of RA research. Countries with large populations and economies tended to have higher research productivity. Multiple countries in Europe performed better in research output when normalized by population and economy sizes.
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Affiliation(s)
- Mingliang Zhong
- From the Department of Spine Surgery, The Affiliated Ganzhou Hospital of Nanchang University, Ganzhou, China
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Liu Y, Liu S, Liu L, Gong X, Liu J, Sun L, Liu X, Wu L, Chen L, Wang L, Luo L, Lin J, Tie N, Jiang Z, Wu J, Lu F, Sun H, Li X, Yang N, Chai K, Wei H, Da Z, Zhao C, Dai L, Wang Y, Shi G, Zhang Z, Song H, Guo Q, Liu YC, Li Z. Fine Comparison of the Efficacy and Safety Between GB242 and Infliximab in Patients with Rheumatoid Arthritis: A Phase III Study. Rheumatol Ther 2021; 9:175-189. [PMID: 34806155 PMCID: PMC8814292 DOI: 10.1007/s40744-021-00396-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2021] [Accepted: 11/01/2021] [Indexed: 11/26/2022] Open
Abstract
INTRODUCTION This phase III trial (NCT04178850) evaluated the efficacy, safety, and immunogenicity of GB242, an infliximab biosimilar, vs. infliximab (Remicade®) reference product in patients with moderate-to-severe active rheumatoid arthritis (RA) combination with methotrexate (MTX) therapy. METHODS Patients were randomized in a 1:1 ratio to receive either GB242 or INF (3 mg/kg). Therapeutic equivalence of clinical response according to the American College of Rheumatology 20% (ACR20) response rate at week 30 was declared if the two-sided 95% CI for the treatment difference was within ± 14%. The comparison of GB242 with INF also included the proportion of patients achieving a week 30 ACR 50 response, ACR70 response, change in Disease Activity Score 28 (DAS28), as well as safety and immunogenicity. RESULTS A total of 570 subjects were randomized into GB242 (N = 285) or INF (N = 285) and 283 subjects in each group were analyzed. At week 30, the ACR20 was 62.54% for the GB242 group (95% CI 56.62-68.20%) and 56.89% for the INF group (95% CI 50.90-62.74%). The difference between the two groups was 5.65% with a 95% CI of - 2.48 to 13.74. ACR50 response was 37.12% for GB242 and 32.86% for INF at week 30. ACR70 response was 19.79% for GB242 and 16.96% for INF at week 30, respectively. The incidence of treatment-emergent adverse events was comparable (77.4% in GB242 vs. 80.2% in INF) and detection of antidrug antibodies (ADA) to infliximab up to week 30 (60.8% in GB242 vs. 59.4% in INF) was comparable. CONCLUSIONS GB242 demonstrated equivalent efficacy to INF at week 30. Moreover, GB242 was well tolerated, with a similar immunogenicity and safety profile comparable to INF.
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Affiliation(s)
- Yanying Liu
- Department of Rheumatology and Immunology, Peking University People's Hospital, Beijing, China
- Department of Rheumatology and Immunology, Beijing Friendship Hospital, Capital Medical University, Beijing, China
| | - Shengyun Liu
- Department of Rheumatology and Immunology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Lin Liu
- Department of Rheumatology and Immunology, Xuzhou General Hospital, Xuzhou, China
| | - Xiaowei Gong
- Department of Rheumatology, The First Hospital of Qiqihar, Qiqihar, China
| | - Ju Liu
- Department of Rheumatology and Immunology, Jiujiang No. 1 People's Hospital, Jiujiang, China
| | - Lingyun Sun
- Department of Rheumatology and Immunology, The Affiliated Hospital of Nanjing University Medical School, Nanjing, China
| | - Xiumei Liu
- Department of Rheumatology and Immunology, First Hospital of Shanxi Medical University, Taiyuan, China
| | - Lijun Wu
- Department of Rheumatology and Immunology, People's Hospital of Xinjiang Uygur Autonomous Region, Urumqi, China
| | - Linjie Chen
- Department of Rheumatology, The First Affiliated Hospital of Bengbu Medical College, Bengbu, China
| | - Ling Wang
- Department of Rheumatology and Immunology, Zaozhuang Municipal Hospital, Zaozhuang, China
| | - Li Luo
- Department of Rheumatology and Immunology, The First Affiliated Hospital of Xinjiang Medical University, Urumqi, China
| | - Jinying Lin
- Department of Rheumatology and Immunology, The People's Hospital of Guangxi Zhuang Autonomous Region, Nanning, China
| | - Ning Tie
- Department of Rheumatology and Immunology, The Affiliated Hospital of Inner Mongolia University, Hohhot, China
| | - Zhenyu Jiang
- Department of Rheumatology, First Hospital of Jilin University, Bethune, Changchun, China
| | - Jian Wu
- Department of Rheumatology, The First Affiliated Hospital of Soochow University, Suzhou, China
| | - Fuai Lu
- Department of Rheumatology and Immunology, The First Affiliated Hospital of Baotou Medical College, Inner Mongolia University of Science and Technology, Baotou, China
| | - Hongsheng Sun
- Department of Rheumatology and Immunology, Shandong Province Hospital Affiliated to Shandong First Medical University, Jinan, China
| | - Xiaomei Li
- Department of Rheumatology and Immunology, Anhui Provincial Hospital, Hefei, China
| | - Niansheng Yang
- Department of Rheumatology, The First Affiliated Hospital, Sun Yat-Sen University, Guangzhou, China
| | - Kexia Chai
- Department of Hematology and Rheumatology, Qinghai University Affiliated Hospital, Xining, China
| | - Hua Wei
- Department of Rheumatology and Immunology, Northern Jiangsu People's Hospital, Yangzhou, China
| | - Zhanyun Da
- Department of Rheumatology and Immunology, Affiliated Hospital of Nantong University, Nantong, China
| | - Cheng Zhao
- Department of Rheumatology and Immunology, The First Affiliated Hospital of Guangxi Medical University, Nanning, China
| | - Lie Dai
- Department of Rheumatology, Sun Yat-Sen Memorial Hospital, Sun Yat-Sen University, Guangzhou, China
| | - Youlian Wang
- Department of Rheumatology and Immunology, Jiangxi Province People's Hospital, Nanchang, China
| | - Guixiu Shi
- Department of Rheumatology and Immunology, The First Affiliated Hospital of Xiamen University, Xiamen, China
| | - Zhenchun Zhang
- Department of Rheumatology and Immunology, Linyi People's Hospital, Linyi, China
| | - Hui Song
- Department of Rheumatology and Immunology, Beijing Jishuitan Hospital, Beijing, China
| | - Qian Guo
- Department of Medical Affairs, Genor Biopharma Co., Ltd., Shanghai, China
| | - Yingxue Cathy Liu
- Department of Biometrics, Genor Biopharma Co., Ltd., Shanghai, China
| | - Zhanguo Li
- Department of Rheumatology and Immunology, Peking University People's Hospital, Beijing, China.
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Chen WJ, Livneh H, Chen CH, Huang HJ, Liu WJ, Lu MC, Tsai TY. Does Use of Acupuncture Reduce the Risk of Type 2 Diabetes Mellitus in Patients With Rheumatoid Arthritis? Evidence From a Universal Coverage Health Care System. Front Med (Lausanne) 2021; 8:752556. [PMID: 34746187 PMCID: PMC8566923 DOI: 10.3389/fmed.2021.752556] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2021] [Accepted: 09/22/2021] [Indexed: 12/02/2022] Open
Abstract
Objectives: Although acupuncture is often advocated for patients with rheumatoid arthritis (RA), its efficacy for type 2 diabetes mellitus (T2DM), a common metabolic disease among RA cohorts, has not yet been established. This retrospective cohort study aimed to determine the association between acupuncture use and the development of T2DM among them. Methods: Data were collected from 1999 through 2008 for individuals aged 20–70 years in the nationwide insurance database of Taiwan. From them, we extracted 4,941 subjects within newly diagnosed RA and being T2DM free at baseline. A total of 2,237 patients had ever received acupuncture, and 2,704 patients without receiving acupuncture were designated as a control group. All of them were followed to the end of 2013 to identify T2DM incidence. The Cox proportional hazards regression model was utilized to obtain the adjusted hazard ratio (HR) for acupuncture use. Results: Compared with the RA subjects without use of acupuncture, the incidence of T2DM was lower for those who received acupuncture, with the incidence rates of 24.50 and 18.00 per 1,000 person-years (PYs), respectively. After adjusting for potential confounders, use of acupuncture was significantly related to the lower T2DM risk, with the adjusted HR of 0.73 [95% confidence interval (CI) 0.65–0.86]. Those who used acupuncture for more than five sessions had the greatest benefit in lowering the susceptibility to T2DM. Conclusion: Adding acupuncture into conventional treatment for RA was found to be related to lower risk of T2DM among RA patients. Further clinical and mechanistic studies are warranted.
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Affiliation(s)
- Wei-Jen Chen
- Department of Chinese Medicine, Dalin Tzuchi Hospital, The Buddhist Tzuchi Medical Foundation, Chiayi, Taiwan.,Graduate Institute of Sports Science, National Taiwan Sport University, Taoyuan, Taiwan.,School of Post-baccalaureate Chinese Medicine, Tzu Chi University, Hualien, Taiwan.,Center of Sports Medicine, Dalin Tzuchi Hospital, The Buddhist Tzuchi Medical Foundation, Chiayi, Taiwan
| | - Hanoch Livneh
- Rehabilitation Counseling Program, Portland State University, Portland, OR, United States
| | - Chi-Hsien Chen
- Division of Cardiology, Department of Internal Medicine, Dalin Tzuchi Hospital, The Buddhist Tzuchi Medical Foundation, Chiayi, Taiwan
| | - Hui-Ju Huang
- Department of Nursing, Dalin Tzuchi Hospital, The Buddhist Tzuchi Medical Foundation, Chiayi, Taiwan
| | - Wen-Jiun Liu
- Division of Allergy, Immunology and Rheumatology, Dalin Tzuchi Hospital, The Buddhist Tzuchi Medical Foundation, Chiayi, Taiwan
| | - Ming-Chi Lu
- Division of Allergy, Immunology and Rheumatology, Dalin Tzuchi Hospital, The Buddhist Tzuchi Medical Foundation, Chiayi, Taiwan.,School of Medicine, Tzu Chi University, Hualien, Taiwan
| | - Tzung-Yi Tsai
- Department of Environmental and Occupational Health, College of Medicine, National Cheng Kung University, Tainan, Taiwan.,Department of Nursing, Tzu Chi University of Science and Technology, Hualien, Taiwan.,Department of Medical Research, Dalin Tzuchi Hospital, The Buddhist Tzuchi Medical Foundation, Chiayi, Taiwan
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Arnell C, Bergman M, Basu D, Kenney JT, Withers JB, Logan J, Harashima JL, Connolly-Strong E. Guided therapy selection in rheumatoid arthritis using a molecular signature response classifier: an assessment of budget impact and clinical utility. J Manag Care Spec Pharm 2021; 27:1734-1742. [PMID: 34669487 PMCID: PMC10394192 DOI: 10.18553/jmcp.2021.21120] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
BACKGROUND: Patients with moderate to severe rheumatoid arthritis (RA) can be treated with a range of targeted therapies following inadequate response to conventional synthetic disease-modifying antirheumatic drugs such as methotrexate. Whereas clinical practice guidelines provide no formal recommendations for initial targeted therapies, the tumor necrosis factor alpha inhibitor (TNFi) class is the prevalent first-line selection based on clinician experience, its safety profile, and/or formulary requirements, while also being the costliest. Most patients do not achieve adequate clinical response with a first-line TNFi, however. A molecular signature response classifier (MSRC) test that assesses RA-related biomarkers can identify patients who are unlikely to achieve adequate response to TNFi-class therapies. OBJECTIVE: To model cost-effectiveness of MSRC-guided, first-line targeted therapy selection compared with current standard care. METHODS: This budget impact analysis used data sourced from August to September 2020. The prevalence of each first-line targeted therapy was obtained using market intelligence from Datamonitor/Informa PLC Rheumatology Dashboard Forecast 2020, and the average first-year cost of treatment for each class was calculated using wholesale acquisition costs from IBM Micromedex RED BOOK Online. Average effectiveness for each class was based on manufacturer-reported ACR50 response rates (American College of Rheumatology adequate response criteria of 50% improvement at 6 months after therapy initiation). The impact of MSRC testing on first therapy selection was predicted based on a third party-generated decision-impact study that analyzed potential alterations in rheumatologist prescribing patterns after receiving MSRC test reports. Sensitivity analysis evaluated potential impacts of variation in first-year medication cost, adherence to MSRC report, and test price on the first-year cost of treatment. Cost for response (first-year therapy cost therapy divided by probability of achieving ACR50) was compared between standard care and MSRC-guided care. RESULTS: The estimated cost for first-year, standard-care treatment was $65,117, with 80% of patients initiating treatment with a TNFi. Cost for achieving ACR50 response was $177,046. After applying MSRC-guided patient stratification and therapy selection, the first-year cost was $56,543, net of test price, with 49.0% of patients initiating with a TNFi. First-year MSRC-guided care cost, including test price, was estimated at $117,103, a 33.9% improvement over standard care. Sensitivity analysis showed a net cost improvement for guided care vs standard care across all scenarios. Patients predicted to be inadequate TNFi responders, when modeled with lower-priced alternatives, were predicted to show increased ACR50 response rates. Those with MSRC test results indicating a first-line TNFi were predicted to show an ACR50 response rate superior to that for any other class. In this model, if implemented clinically, MSRC-guided care might save the US health care system more than $850 million annually and improve ACR50 by up to 31.3%. CONCLUSIONS: Precision medicine using MSRC-guided patient stratification and therapy selection may both decrease cost and improve efficacy of targeted RA therapies. DISCLOSURES: This work was funded in full by Scipher Medicine Corporation, which participated in data analysis and interpretation and drafting, reviewing, and approving the publication. All authors contributed to data analysis and interpretation and publication preparation, maintaining control over the final content. Arnell, Withers, and Connolly-Strong are employees of and have stock ownership in Scipher Medicine Corporation. Bergman has received consulting fees from AbbVie, Gilead, GlaxoSmithKline, Novartis, Pfizer, Regeneron, Sanofi, and Scipher Medicine and owns stock or stock options in Johnson & Johnson. Kenney, Logan, and Lim-Harashima are consultants for Scipher Medicine Corporation. Basu has nothing to disclose.
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Affiliation(s)
| | | | - Dhiman Basu
- Medical City North Hills and Texas Health HEB, Colleyville, TX
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Huang G, Cai J, Li W, Zhong Y, Liao W, Wu P. Causal relationship between educational attainment and the risk of rheumatoid arthritis: a Mendelian randomization study. BMC Rheumatol 2021; 5:47. [PMID: 34670623 PMCID: PMC8529827 DOI: 10.1186/s41927-021-00216-0] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2020] [Accepted: 07/03/2021] [Indexed: 11/10/2022] Open
Abstract
Background Educational attainment is moderately heritable and inversely associated with the risk of rheumatoid arthritis. However, the causality from educational attainment on rheumatoid arthritis remained unknown. Here, we aimed to determine whether educational attainment is causally associated with rheumatoid arthritis (RA) by using Mendelian randomization (MR) approach. Methods Summary statistics data for RA were obtained from an available, published meta-analysis of genome-wide association studies (GWAS) that included 14,361 RA cases and 43,923 controls of European ancestry. The instrumental variables for educational attainment were obtained from a GWAS meta-analysis that included over 1 million individuals (N = 1,131,881) of European ancestry. MR analyses were mainly performed using the inverse-variance weighted (IVW) method. Sensitivity analyses were further performed to test the robustness of the association using the weighted median method, MR-Egger, Cochran Q test, “leave-one-out” analysis and MR-PRESSO test. Results A total of 387 SNPs were employed as instrumental variables in our MR analysis. Genetically predicted higher educational attainment was associated with a significantly lower risk of RA using the IVW method (odds ratio [OR] = 0.42, 95% confidence interval [CI]: 0.34–0.52; p = 1.78 × 10− 14). The weighted median method and MR Egger regression analysis yielded consistent results. The effect estimate remained robust after the outlier variants and SNPs (associated with the confounding factors) were excluded. “Leave-one-out” analysis confirmed the stability of our results. Additionally, the results suggested the absence of the horizontal pleiotropy. Conclusions The MR analysis supported a potential inverse causative relationship between educational attainment and the risk of RA. Supplementary Information The online version contains supplementary material available at 10.1186/s41927-021-00216-0.
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Affiliation(s)
- Guiwu Huang
- Department of Joint Surgery, The First Affiliated Hospital of Sun Yat-sen University, Sun Yat-sen University, Guangzhou, China
| | - Jiahao Cai
- Department of Neurology, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, China
| | - Wenchang Li
- Department of Joint Surgery, The First Affiliated Hospital of Sun Yat-sen University, Sun Yat-sen University, Guangzhou, China
| | - Yanlin Zhong
- Department of Joint Surgery, The First Affiliated Hospital of Sun Yat-sen University, Sun Yat-sen University, Guangzhou, China
| | - Weiming Liao
- Department of Joint Surgery, The First Affiliated Hospital of Sun Yat-sen University, Sun Yat-sen University, Guangzhou, China
| | - Peihui Wu
- Department of Joint Surgery, The First Affiliated Hospital of Sun Yat-sen University, Sun Yat-sen University, Guangzhou, China.
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Salt E, Wiggins AT, Harrington NG, Rayens MK, Lohr K. Evaluation of a medication optimization intervention and predictors of medication adherence, patient satisfaction and medication adverse events in patients with rheumatoid arthritis. Musculoskeletal Care 2021; 20:321-329. [PMID: 34529310 DOI: 10.1002/msc.1590] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2021] [Revised: 08/31/2021] [Accepted: 09/01/2021] [Indexed: 11/07/2022]
Abstract
BACKGROUND Because effective treatment for rheumatoid arthritis (RA) is dependent on medication use, medication optimization is critically important. Medication adherence, patient satisfaction with care and medication adverse events are core concepts of medication optimization that are either a significant problem and/or understudied in patients with RA. OBJECTIVE To (1) evaluate treatment effects from a medication optimization intervention; (2) assess treatment differences and changes over time in medication adherence, patient satisfaction, and medication adverse events; and (3) to determine whether age, gender, provider trust, and disease activity affect these outcomes. METHODS We conducted a prospective, longitudinal intervention study (N = 143 RA patients) using repeated measures models. RESULTS We did not identify significant intervention effects. For both the medication adherence and patient satisfaction models, the significant predictors in the model included age, gender and trust in provider. Older age, female gender (relative to male), and greater trust in the provider were associated with increased medication adherence scores and patient satisfaction. For the adverse events model, the only significant predictor in the model was gender. Compared with males, females were more likely to report experiencing adverse events. Time was significantly associated with decreased experiences of adverse events. CONCLUSION This study has identified important predictors of medication adherence, patient satisfaction and medication adverse events in a sample of patients with RA which can facilitate targeted approaches to improve adherence in those high-risk groups.
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Affiliation(s)
- Elizabeth Salt
- College of Nursing, University of Kentucky, Lexington, Kentucky, USA
| | - Amanda T Wiggins
- College of Nursing, Biostatistics, University of Kentucky, Lexington, Kentucky, USA
| | | | - Mary Kay Rayens
- College of Nursing, Biostatistics, University of Kentucky, Lexington, Kentucky, USA
| | - Kristine Lohr
- Division of Rheumatology, University of Kentucky, Lexington, Kentucky, USA
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Lufkin L, Budišić M, Mondal S, Sur S. A Bayesian Model to Analyze the Association of Rheumatoid Arthritis With Risk Factors and Their Interactions. Front Public Health 2021; 9:693830. [PMID: 34485224 PMCID: PMC8415718 DOI: 10.3389/fpubh.2021.693830] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2021] [Accepted: 07/19/2021] [Indexed: 12/01/2022] Open
Abstract
Rheumatoid arthritis (RA) is a chronic autoimmune disorder that commonly manifests as destructive joint inflammation but also affects multiple other organ systems. The pathogenesis of RA is complex where a variety of factors including comorbidities, demographic, and socioeconomic variables are known to associate with RA and influence the progress of the disease. In this work, we used a Bayesian logistic regression model to quantitatively assess how these factors influence the risk of RA, individually and through their interactions. Using cross-sectional data from the National Health and Nutrition Examination Survey (NHANES), a set of 11 well-known RA risk factors such as age, gender, ethnicity, body mass index (BMI), and depression were selected to predict RA. We considered up to third-order interactions between the risk factors and implemented factor analysis of mixed data (FAMD) to account for both the continuous and categorical natures of these variables. The model was further optimized over the area under the receiver operating characteristic curve (AUC) using a genetic algorithm (GA) with the optimal predictive model having a smoothed AUC of 0.826 (95% CI: 0.801–0.850) on a validation dataset and 0.805 (95% CI: 0.781–0.829) on a holdout test dataset. Apart from corroborating the influence of individual risk factors on RA, our model identified a strong association of RA with multiple second- and third-order interactions, many of which involve age or BMI as one of the factors. This observation suggests a potential role of risk-factor interactions in RA disease mechanism. Furthermore, our findings on the contribution of RA risk factors and their interactions to disease prediction could be useful in developing strategies for early diagnosis of RA.
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Affiliation(s)
- Leon Lufkin
- The Clarkson School, Clarkson University, Potsdam, NY, United States
| | - Marko Budišić
- Department of Mathematics, Clarkson University, Potsdam, NY, United States
| | - Sumona Mondal
- Department of Mathematics, Clarkson University, Potsdam, NY, United States
| | - Shantanu Sur
- Department of Biology, Clarkson University, Potsdam, NY, United States
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Holdsworth EA, Donaghy B, Fox KM, Desai P, Collier DH, Furst DE. Biologic and Targeted Synthetic DMARD Utilization in the United States: Adelphi Real World Disease Specific Programme for Rheumatoid Arthritis. Rheumatol Ther 2021; 8:1637-1649. [PMID: 34487340 PMCID: PMC8572299 DOI: 10.1007/s40744-021-00357-1] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2021] [Accepted: 08/03/2021] [Indexed: 11/11/2022] Open
Abstract
Introduction In patients with inadequate response or intolerance to first biologic disease-modifying antirheumatic drug (bDMARD), guidelines recommend switching to an agent of different mechanism of action or to another bDMARD. However, the reasons behind switching between bDMARD/targeted synthetic (ts)DMARD are not well documented in many studies. The objective of this study was to assess the rheumatologists’ perceptions and behaviors towards choice of initial b/tsDMARD treatment and reasons for switching between bDMARDs/tsDMARDs, in the context of present treatment patterns. Methods This was a retrospective analysis of data collected from the 12th Adelphi Real World Disease Specific Programme for rheumatoid arthritis (RA). Qualified rheumatologists involved in treatment decision-making for ≥ 10 patients a month completed patient record forms (PRFs). Patients aged ≥ 18 years with RA diagnosis and receiving bDMARD/tsDMARD were included. The outcomes assessed were proportion of patients receiving bDMARD/tsDMARD at molecule and class levels; rheumatologist-reported reasons for choice of therapy; proportion of patients who switched bDMARDs/tsDMARDs; and rheumatologist-reported reasons for switching therapies. Results Eighty-six rheumatologists completed PRFs for 1027 patients. Of these, 621 were receiving bDMARD/tsDMARD at data collection. The majority (73%) of patients received first-line bDMARD/tsDMARD, and at first-line, 68% received a tumor necrosis factor inhibitor (TNFi) and 21% received a Janus kinase inhibitor (JAKi). The response option of strong overall efficacy was the primary reason for selecting first-line and second-line bDMARD/tsDMARD. A total of 163 patients had switched from first-line b/tsDMARD to second-line b/tsDMARD therapy. Of these, 44, 28, and 17% had switched from TNFi to another TNFi, TNFi to non-TNF biologic, and TNFi to JAKi, respectively. Lack of efficacy and worsening disease were the most frequent reasons for switching therapies. Conclusions TNFis remain the most prescribed b/tsDMARD for first-line and second-line treatments. Strong overall efficacy was the primary reason for selecting therapy and loss of efficacy was the primary reason for switching therapy. Supplementary Information The online version contains supplementary material available at 10.1007/s40744-021-00357-1.
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Affiliation(s)
| | | | | | | | | | - Daniel E Furst
- Division of Rheumatology, David Geffen School of Medicine, University of California, Los Angeles, CA, USA.,University of Washington, Seattle, WA, USA.,University of Florence, Florence, Italy
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Scott DL, Ibrahim F, Hill H, Tom B, Prothero L, Baggott RR, Bosworth A, Galloway JB, Georgopoulou S, Martin N, Neatrour I, Nikiphorou E, Sturt J, Wailoo A, Williams FMK, Williams R, Lempp H. Intensive therapy for moderate established rheumatoid arthritis: the TITRATE research programme. PROGRAMME GRANTS FOR APPLIED RESEARCH 2021. [DOI: 10.3310/pgfar09080] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
Background
Rheumatoid arthritis is a major inflammatory disorder and causes substantial disability. Treatment goals span minimising disease activity, achieving remission and decreasing disability. In active rheumatoid arthritis, intensive management achieves these goals. As many patients with established rheumatoid arthritis have moderate disease activity, the TITRATE (Treatment Intensities and Targets in Rheumatoid Arthritis ThErapy) programme assessed the benefits of intensive management.
Objectives
To (1) define how to deliver intensive therapy in moderate established rheumatoid arthritis; (2) establish its clinical effectiveness and cost-effectiveness in a trial; and (3) evaluate evidence supporting intensive management in observational studies and completed trials.
Design
Observational studies, secondary analyses of completed trials and systematic reviews assessed existing evidence about intensive management. Qualitative research, patient workshops and systematic reviews defined how to deliver it. The trial assessed its clinical effectiveness and cost-effectiveness in moderate established rheumatoid arthritis.
Setting
Observational studies (in three London centres) involved 3167 patients. These were supplemented by secondary analyses of three previously completed trials (in centres across all English regions), involving 668 patients. Qualitative studies assessed expectations (nine patients in four London centres) and experiences of intensive management (15 patients in 10 centres across England). The main clinical trial enrolled 335 patients with diverse socioeconomic deprivation and ethnicity (in 39 centres across all English regions).
Participants
Patients with established moderately active rheumatoid arthritis receiving conventional disease-modifying drugs.
Interventions
Intensive management used combinations of conventional disease-modifying drugs, biologics (particularly tumour necrosis factor inhibitors) and depot steroid injections; nurses saw patients monthly, adjusted treatment and provided supportive person-centred psychoeducation. Control patients received standard care.
Main outcome measures
Disease Activity Score for 28 joints based on the erythrocyte sedimentation rate (DAS28-ESR)-categorised patients (active to remission). Remission (DAS28-ESR < 2.60) was the treatment target. Other outcomes included fatigue (measured on a 100-mm visual analogue scale), disability (as measured on the Health Assessment Questionnaire), harms and resource use for economic assessments.
Results
Evaluation of existing evidence for intensive rheumatoid arthritis management showed the following. First, in observational studies, DAS28-ESR scores decreased over 10–20 years, whereas remissions and treatment intensities increased. Second, in systematic reviews of published trials, all intensive management strategies increased remissions. Finally, patients with high disability scores had fewer remissions. Qualitative studies of rheumatoid arthritis patients, workshops and systematic reviews helped develop an intensive management pathway. A 2-day training session for rheumatology practitioners explained its use, including motivational interviewing techniques and patient handbooks. The trial screened 459 patients and randomised 335 patients (168 patients received intensive management and 167 patients received standard care). A total of 303 patients provided 12-month outcome data. Intention-to-treat analysis showed intensive management increased DAS28-ESR 12-month remissions, compared with standard care (32% vs. 18%, odds ratio 2.17, 95% confidence interval 1.28 to 3.68; p = 0.004), and reduced fatigue [mean difference –18, 95% confidence interval –24 to –11 (scale 0–100); p < 0.001]. Disability (as measured on the Health Assessment Questionnaire) decreased when intensive management patients achieved remission (difference –0.40, 95% confidence interval –0.57 to –0.22) and these differences were considered clinically relevant. However, in all intensive management patients reductions in the Health Assessment Questionnaire scores were less marked (difference –0.1, 95% confidence interval –0.2 to 0.0). The numbers of serious adverse events (intensive management n = 15 vs. standard care n = 11) and other adverse events (intensive management n = 114 vs. standard care n = 151) were similar. Economic analysis showed that the base-case incremental cost-effectiveness ratio was £43,972 from NHS and Personal Social Services cost perspectives. The probability of meeting a willingness-to-pay threshold of £30,000 was 17%. The incremental cost-effectiveness ratio decreased to £29,363 after including patients’ personal costs and lost working time, corresponding to a 50% probability that intensive management is cost-effective at English willingness-to-pay thresholds. Analysing trial baseline predictors showed that remission predictors comprised baseline DAS28-ESR, disability scores and body mass index. A 6-month extension study (involving 95 intensive management patients) showed fewer remissions by 18 months, although more sustained remissions were more likley to persist. Qualitative research in trial completers showed that intensive management was acceptable and treatment support from specialist nurses was beneficial.
Limitations
The main limitations comprised (1) using single time point remissions rather than sustained responses, (2) uncertainty about benefits of different aspects of intensive management and differences in its delivery across centres, (3) doubts about optimal treatment of patients unresponsive to intensive management and (4) the lack of formal international definitions of ‘intensive management’.
Conclusion
The benefits of intensive management need to be set against its additional costs. These were relatively high. Not all patients benefited. Patients with high pretreatment physical disability or who were substantially overweight usually did not achieve remission.
Future work
Further research should (1) identify the most effective components of the intervention, (2) consider its most cost-effective delivery and (3) identify alternative strategies for patients not responding to intensive management.
Trial registration
Current Controlled Trials ISRCTN70160382.
Funding
This project was funded by the National Institute for Health Research (NIHR) Programme Grants for Applied Research programme and will be published in full in Programme Grants for Applied Research; Vol. 9, No. 8. See the NIHR Journals Library website for further project information.
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Affiliation(s)
- David L Scott
- Centre for Rheumatic Diseases, Department of Inflammation Biology, School of Immunology and Microbial Sciences, King’s College London, London, UK
| | - Fowzia Ibrahim
- Centre for Rheumatic Diseases, Department of Inflammation Biology, School of Immunology and Microbial Sciences, King’s College London, London, UK
| | - Harry Hill
- ScHARR Health Economics and Decision Science, The University of Sheffield, Sheffield, UK
| | - Brian Tom
- MRC Biostatistics Unit, University of Cambridge, Cambridge, UK
| | - Louise Prothero
- Centre for Rheumatic Diseases, Department of Inflammation Biology, School of Immunology and Microbial Sciences, King’s College London, London, UK
| | - Rhiannon R Baggott
- Centre for Rheumatic Diseases, Department of Inflammation Biology, School of Immunology and Microbial Sciences, King’s College London, London, UK
| | | | - James B Galloway
- Centre for Rheumatic Diseases, Department of Inflammation Biology, School of Immunology and Microbial Sciences, King’s College London, London, UK
| | - Sofia Georgopoulou
- Centre for Rheumatic Diseases, Department of Inflammation Biology, School of Immunology and Microbial Sciences, King’s College London, London, UK
| | - Naomi Martin
- Centre for Rheumatic Diseases, Department of Inflammation Biology, School of Immunology and Microbial Sciences, King’s College London, London, UK
| | - Isabel Neatrour
- Centre for Rheumatic Diseases, Department of Inflammation Biology, School of Immunology and Microbial Sciences, King’s College London, London, UK
| | - Elena Nikiphorou
- Centre for Rheumatic Diseases, Department of Inflammation Biology, School of Immunology and Microbial Sciences, King’s College London, London, UK
| | - Jackie Sturt
- Department of Adult Nursing, Florence Nightingale Faculty of Nursing, Midwifery & Palliative Care, King’s College London, London, UK
| | - Allan Wailoo
- ScHARR Health Economics and Decision Science, The University of Sheffield, Sheffield, UK
| | - Frances MK Williams
- Twin Research and Genetic Epidemiology, School of Life Course Sciences, King’s College London, St Thomas’ Hospital, London, UK
| | - Ruth Williams
- Centre for Rheumatic Diseases, Department of Inflammation Biology, School of Immunology and Microbial Sciences, King’s College London, London, UK
| | - Heidi Lempp
- Centre for Rheumatic Diseases, Department of Inflammation Biology, School of Immunology and Microbial Sciences, King’s College London, London, UK
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Solomon JJ, Swigris JJ, Kreuter M, Polke M, Aronson K, Hoffmann-Vold AM, Dellaripa PF. The Attitudes and Practices of Physicians Caring for Patients with Rheumatoid Arthritis-Interstitial Lung Disease: An International Survey. Rheumatology (Oxford) 2021; 61:1459-1467. [PMID: 34260687 DOI: 10.1093/rheumatology/keab552] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2021] [Revised: 07/05/2021] [Indexed: 11/12/2022] Open
Abstract
OBJECTIVES This study sought to determine the level of understanding and opinion amongst rheumatologist and pulmonologists regarding risk factors, diagnostic approach and treatment of rheumatoid arthritis-associated interstitial lung disease (RA-ILD). METHODS We conducted an international electronic survey of rheumatologists and pulmonologists utilizing two separate Redcap-based surveys with questions on the epidemiology, workup and management of RA-ILD as well as ILD screening questions using case-based scenarios directed at rheumatologists. The survey also collected demographic data on participants including their practice setting, years in practice and country of practice. RESULTS We received a total of 616 responses (354 rheumatologists and 262 pulmonologists) from 6 continents. There were significant differences in responses between pulmonologists and rheumatologists in estimated prevalence and mortality, risk factors for the development of ILD in RA and medications that are effective or should be avoided. Rheumatologists were much less likely to consider assessment for ILD in high risk, asymptomatic patients compared with high-risk patients with either symptoms or exam findings suggestive of ILD. CONCLUSION Our study brought to light the variability in disease assessment and clinical practice amongst providers caring for patients with RA-ILD and indicate that greater education is needed to optimize clinical decision making in the risk assessment, screening and treatment of RA-ILD. Research questions that address appropriate screening and treatment strategies for RA-ILD will be valuable for rheumatologists given their central role in the overall health and lung health of patients with RA.
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Affiliation(s)
| | | | - Michael Kreuter
- Center for Interstitial and Rare Lung Diseases, Pneumology, Thoraxklinik University of Heidelberg, Heidelberg, Germany and German Center for Lung Research, Heidelberg, Germany
| | - Markus Polke
- Center for Interstitial and Rare Lung Diseases, Pneumology, Thoraxklinik University of Heidelberg, Heidelberg, Germany and German Center for Lung Research, Heidelberg, Germany
| | - Kerri Aronson
- Department of Medicine, Weill Cornell, USA, New York, NY
| | | | - Paul F Dellaripa
- Department of Medicine, Brigham and Women's Hospital, Boston, MA, USA
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Health Disparities Among Hispanics With Rheumatoid Arthritis: Delay in Presentation to Rheumatologists Contributes to Later Diagnosis and Treatment. J Clin Rheumatol 2021; 26:279-284. [PMID: 31220051 DOI: 10.1097/rhu.0000000000001085] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
Abstract
OBJECTIVE The aim of this study was to evaluate referral and treatment delays by ethnicity/race in patients with rheumatoid arthritis (RA) treated at an academic rheumatology center. METHODS We reviewed the medical records of all RA patients evaluated at an outpatient clinic between 2011 and 2016 to identify newly diagnosed and naive-to-treatment patients. We determined the durations between symptom onset and first rheumatology visit and time to initiate treatment. Data extraction included referral source, demographics, treatment, and laboratory tests. Routine use of a multidimensional health assessment questionnaire allowed us to calculate baseline RAPID3 (routine assessment of patient index data 3) scores. Comparisons between self-reported ethnicity/race groups were performed. We used logistic regression models to analyze associations between baseline variables and early referral. RESULTS Data from 152 disease-modifying antirheumatic drug-naive RA patients were included in the study; 35% were white, 37% black, 20% Hispanic, and 8% other. The range in median time to first rheumatology visit was 6 to 8 months for all patient groups, except Hispanic. This group had a median time of 22.7 months (p = 0.01). The referral pattern was considerably variable between-groups; 40% of Hispanic patients were self-referred (p = 0.01). There were no statistically significant between-group differences for time to treatment initiation according to ethnicity/race. RAPID3 scores (p = 0.04) and erythrocyte sedimentation rates (p = 0.01) were significantly higher in the black and Hispanic groups. A high C-reactive protein value at baseline was associated with earlier referral. CONCLUSIONS There is significant delay in initial presentation to a rheumatologist that was associated with a higher disease severity at presentation, especially for Hispanic patients.
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Smolen JS, Choe JY, Weinblatt ME, Emery P, Keystone E, Genovese MC, Myung G, Hong E, Baek I, Ghil J. Pooled analysis of TNF inhibitor biosimilar studies comparing radiographic progression by disease activity states in rheumatoid arthritis. RMD Open 2021; 6:rmdopen-2019-001096. [PMID: 31958281 PMCID: PMC6999676 DOI: 10.1136/rmdopen-2019-001096] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/04/2019] [Revised: 12/24/2019] [Accepted: 12/26/2019] [Indexed: 12/18/2022] Open
Abstract
Objective To evaluate the relationship between disease activity and radiographic progression in rheumatoid arthritis, three phase III studies of SB4, SB2 and SB5 (biosimilars of etanercept, infliximab and adalimumab) were pooled to assess radiographic progression by disease activity status. Methods Patients from each study with radiographic data were pooled and grouped based on disease activity state (remission, low disease activity (LDA), moderate disease activity (MDA) and high disease activity (HDA)), determined by disease activity score based on 28-joint count (DAS28) per erythrocyte sedimentation rate, Simplified Disease Activity Index (SDAI) and Clinical Disease Activity Index (CDAI) at different time points. Mean change in modified Total Sharp Score (mTSS) and the proportion of radiographic non-progressors of higher disease activity groups (LDA, MDA and HDA) in reference to remission were summarised descriptively, with comparison of ORs using logistic models. Results 1265 patients were included. In all treatments combined, the 1 year mean change in mTSS was 0.03, 0.4, 0.3 and 1.3 and proportion of radiographic non-progressors was 79.8%, 78.1%, 74.1% and 58.4% in the week 24/30 DAS28-determined remission, LDA, MDA and HDA groups, respectively. ORs (95% CIs) of the proportion of non-progressors were lowest in the HDA group in reference to remission (0.35 (0.23 to 0.54)), followed by MDA (0.72 (0.50 to 1.05)) and LDA (0.90 (0.55 to 1.48)) groups. Similar trends were observed when disease activity was assessed using SDAI or CDAI. Conclusion A pooled analysis of radiographic assessment data from three biosimilar studies showed that radiographic progression is small overall but increases with worse disease activity. Trial registration numbers NCT01895309, NCT01936181 and NCT02167139
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Affiliation(s)
- Josef S Smolen
- Division of Rheumatology, Department of Medicine, Medical University of Vienna, Vienna, Austria
| | - Jung-Yoon Choe
- Division of Rheumatology, Department of Internal Medicine, Catholic University of Daegu School of Medicine, Daegu, Republic of Korea
| | - Michael E Weinblatt
- Division of Rheumatology, Immunology, and Allergy, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Paul Emery
- University of Leeds, Leeds Institute of Rheumatic and Musculoskeletal Medicine, Leeds, UK
| | - Edward Keystone
- Divison of Rheumatology, Mount Sinai Hospital, University of Toronto, Toronto, Ontario, Canada
| | - Mark C Genovese
- Division of Immunology and Rheumatology, Stanford University Medical Center, Stanford, California, USA
| | - Gihyun Myung
- Samsung Bioepis Co Ltd, Incheon, Republic of Korea
| | - Evelyn Hong
- Samsung Bioepis Co Ltd, Incheon, Republic of Korea
| | - Inyoung Baek
- Samsung Bioepis Co Ltd, Incheon, Republic of Korea
| | - Jeehoon Ghil
- Samsung Bioepis Co Ltd, Incheon, Republic of Korea
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England BR, Roul P, Yang Y, Sayles H, Yu F, Michaud K, Xie F, Curtis JR, Mikuls TR. Burden and trajectory of multimorbidity in rheumatoid arthritis: a matched cohort study from 2006 to 2015. Ann Rheum Dis 2021; 80:286-292. [PMID: 33032999 PMCID: PMC10658760 DOI: 10.1136/annrheumdis-2020-218282] [Citation(s) in RCA: 37] [Impact Index Per Article: 12.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2020] [Revised: 09/11/2020] [Accepted: 09/15/2020] [Indexed: 12/31/2022]
Abstract
OBJECTIVES To compare the onset and trajectory of multimorbidity between individuals with and without rheumatoid arthritis (RA). METHODS A matched, retrospective cohort study was completed in a large, US commercial insurance database (MarketScan) from 2006 to 2015. Using validated algorithms, patients with RA (overall and incident) were age-matched and sex-matched to patients without RA. Diagnostic codes for 44 preidentified chronic conditions were selected to determine the presence (≥2 conditions) and burden (count) of multimorbidity. Cross-sectional comparisons were completed using the overall RA cohort and conditional logistic and negative binomial regression models. Trajectories of multimorbidity were assessed within the incident RA subcohort using generalised estimating equations. RESULTS The overall cohort (n=277 782) and incident subcohort (n=61 124) were female predominant (76.5%, 74.1%) with a mean age of 55.6 years and 54.5 years, respectively. The cross-sectional prevalence (OR 2.29, 95% CI 2.25 to 2.34) and burden (ratio of conditions 1.68, 95% CI 1.66 to 1.70) of multimorbidity were significantly higher in RA than non-RA in the overall cohort. Within the incident RA cohort, patients with RA had more chronic conditions than non-RA (β 1.13, 95% CI 1.10 to 1.17), and the rate of accruing chronic conditions was significantly higher in RA compared with non-RA (RA × follow-up year, β 0.21, 95% CI 0.20 to 0.21, p<0.001). Results were similar when including the pre-RA period and in several sensitivity analyses. CONCLUSIONS Multimorbidity is highly prevalent in RA and progresses more rapidly in patients with RA than in patients without RA during and immediately following RA onset. Therefore, multimorbidity should be aggressively identified and targeted early in the RA disease course.
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Affiliation(s)
- Bryant R England
- Division of Rheumatology & Immunology, University of Nebraska Medical Center, Omaha, Nebraska, USA
- VA Nebraska-Western Iowa Health Care System, Omaha, Nebraska, USA
| | - Punyasha Roul
- Division of Rheumatology & Immunology, University of Nebraska Medical Center, Omaha, Nebraska, USA
| | - Yangyuna Yang
- Division of Rheumatology & Immunology, University of Nebraska Medical Center, Omaha, Nebraska, USA
| | - Harlan Sayles
- Department of Biostatistics, University of Nebraska Medical Center, Omaha, Nebraska, USA
| | - Fang Yu
- Department of Biostatistics, University of Nebraska Medical Center, Omaha, Nebraska, USA
| | - Kaleb Michaud
- Division of Rheumatology & Immunology, University of Nebraska Medical Center, Omaha, Nebraska, USA
- National Data Bank for Rheumatic Diseases, Wichita, Kansas, USA
| | - Fenglong Xie
- Immunology and Rheumatology, University of Alabama at Birmingham, Birmingham, Alabama, USA
| | - Jeffrey R Curtis
- Immunology and Rheumatology, University of Alabama at Birmingham, Birmingham, Alabama, USA
| | - Ted R Mikuls
- Division of Rheumatology & Immunology, University of Nebraska Medical Center, Omaha, Nebraska, USA
- VA Nebraska-Western Iowa Health Care System, Omaha, Nebraska, USA
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Patel V, Pulungan Z, Shah A, Kambhampati M, Lobo F, Petrilla A. Risk and cost of infection-related hospitalizations in medicare beneficiaries with comorbid rheumatoid arthritis treated with abatacept versus other targeted disease-modifying anti-rheumatic drugs. J Med Econ 2021; 24:299-307. [PMID: 33502940 DOI: 10.1080/13696998.2021.1881525] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
Abstract
OBJECTIVE This study evaluated infection-related hospitalization risk and cost in tumor necrosis factor inhibitor (TNFi)-experienced and targeted DMARD (tDMARD) naïve rheumatoid arthritis (RA) patients that were treated with abatacept, TNFi, or other non-TNFi. METHODS This retrospective study used 100% Medicare Fee-for-Service claims to identify patients ≥65 age, diagnosed with RA, and were either 1) TNFi-experienced, who switched from a TNFi to another tDMARD (subsequent tDMARD claim served as index), or 2) tDMARD naïve (first therapy claim served as index), who initiated either abatacept, TNFi, or non-TNFi as their first tDMARD, between 2010 and 2017. Follow-up ended at the date of disenrollment, death, end of study period, or end of index treatment, whichever occurred first. Infection-related hospitalizations included pneumonia, bacterial respiratory, sepsis, skin and soft tissue, joint or genitourinary infections. A Cox proportional hazard model and two part generalized linear model were developed to estimate adjusted infection-related hospitalization risk and costs. Costs were normalized to per-patient-per-month (PPPM) and inflated to 2019 US$. RESULTS The infection-related hospitalizations rate was lower during follow-up than during baseline periods for abatacept users, but was reversed for both TNFi and other non-TNFi users in both TNFi-experience and tDMARD naïve (p value < .001 based on Breslow-Day test for homogeneity of odds ratios). Infection-related hospitalization PPPM cost was significantly lower in abatacept treated patients compared to TNFi (TNFi-experienced: by $74; tDMARD naïve: $42) and other non-TNFi (TNFi-experienced: by $68; tDMARD naïve: $60). The adjusted infection-related hospitalization risk was significantly higher for RA patients treated with TNFi (TNFi-experienced HR: 1.48; 95% CI: 1.26-1.75, p < .0001; tDMARD naïve HR:1.59; 95% CI: 1.43-1.77, p < .0001) and other non-TNFi (TNFi-experienced HR:1.46; CI:1.28-1.66; tDMARD naïve HR:1.63; 95% CI: 1.44-1.83) than with abatacept. CONCLUSION RA Medicare Fee-For-Service beneficiaries who either switched or initiated abatacept have a lower infection-related hospitalization risk and cost compared to patients who switched to or initiated other tDMARDs.
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Affiliation(s)
| | | | | | | | - Francis Lobo
- Bristol Myers Squibb, Lawrence Township, NJ, USA
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