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Chen Z, Pilehvar E, Sadeghi H, Pilehvar Y. Precision Reimagined: CRISPR and Multiomics Transform Systemic Lupus Erythematosus Diagnosis and Therapy. Int J Rheum Dis 2025; 28:e70189. [PMID: 40269480 DOI: 10.1111/1756-185x.70189] [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: 12/11/2024] [Revised: 03/06/2025] [Accepted: 03/13/2025] [Indexed: 04/25/2025]
Abstract
Systemic lupus erythematosus (SLE) is a complex autoimmune disorder with diverse clinical manifestations and unpredictable progression, posing significant challenges to accurate diagnosis and effective treatment. Traditional biomarkers and treatments often fail to address the disease's molecular and clinical heterogeneity. Recent advancements in CRISPR gene-editing technology and multiomics approaches offer transformative opportunities for personalized SLE care by unraveling its underlying molecular complexity and enabling precise therapeutic interventions. CRISPR technology allows targeted editing of SLE-associated genetic mutations, addressing disease drivers directly, while multiomics-including genomics, transcriptomics, and proteomics-provides insights into dysregulated immune networks, identifying biomarkers and therapeutic targets. Integrating these approaches can refine patient stratification and enhance the precision of treatments. Artificial intelligence (AI) complements these technologies by synthesizing high-dimensional data, enabling personalized treatment plans, predicting disease trajectories, and optimizing therapeutic strategies. However, the integration of CRISPR and multiomics in clinical settings raises challenges, including technical limitations, ethical concerns, and economic barriers. Emerging clinical trials and case studies demonstrate the potential of these innovations to personalize care and improve outcomes. Nonetheless, the transition from experimental research to routine clinical application requires robust regulatory frameworks and strategies to address these challenges. This review aims to explore the potential of CRISPR and multiomics technologies to revolutionize SLE diagnosis and therapy, emphasizing their integration with AI to advance personalized care. By addressing existing barriers, the review envisions a future where precision medicine transforms SLE management, paving the way for individualized, patient-centered autoimmune therapy.
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Affiliation(s)
- Zhuo Chen
- The Second Clinical Medical College, Zhejiang Chinese Medical University, Hangzhou, Zhejiang Province, China
| | - Elaheh Pilehvar
- Cellular and Molecular Research Center, Cellular and Molecular Medicine Institute, Urmia University of Medical Sciences, Urmia, Iran
| | - Hadi Sadeghi
- Cellular and Molecular Research Center, Cellular and Molecular Medicine Institute, Urmia University of Medical Sciences, Urmia, Iran
| | - Younes Pilehvar
- Cellular and Molecular Research Center, Cellular and Molecular Medicine Institute, Urmia University of Medical Sciences, Urmia, Iran
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Huo R, Wei C, Yang Y, Lin J, Huang X. Hydroxychloroquine: A double‑edged sword (Review). Mol Med Rep 2025; 31:102. [PMID: 39981928 PMCID: PMC11868775 DOI: 10.3892/mmr.2025.13467] [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] [Received: 09/19/2024] [Accepted: 01/14/2025] [Indexed: 02/22/2025] Open
Abstract
Hydroxychloroquine (HCQ) is an antimalarial drug that has historically been used to treat and prevent malaria. However, its mechanism of action has not yet been fully elucidated. HCQ affects various cellular and molecular pathways through different mechanisms. HCQ has also been shown to be a disease‑improving agent for the treatment of rheumatic diseases, including systemic lupus erythematosus, antiphospholipid syndrome, rheumatoid arthritis and primary Sjögren's syndrome. Although generally considered safe, adverse reactions have been reported with the use of HCQ and clinicians should carefully monitor patients with rheumatism when prescribing these drugs. The purpose of the present review is to strengthen the clinical use of HCQ for autoimmune diseases while highlighting the adverse effects that may occur during treatment.
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Affiliation(s)
- Rongxiu Huo
- Department of Rheumatology and Immunology, Guangxi Academy of Medical Sciences, The People's Hospital of Guangxi Zhuang Autonomous Region, Nanning, Guangxi Zhuang Autonomous Region 530016, P.R. China
| | - Chengcheng Wei
- Department of Rheumatology and Immunology, Guangxi Academy of Medical Sciences, The People's Hospital of Guangxi Zhuang Autonomous Region, Nanning, Guangxi Zhuang Autonomous Region 530016, P.R. China
| | - Yanting Yang
- Department of Rheumatology and Immunology, Guangxi Academy of Medical Sciences, The People's Hospital of Guangxi Zhuang Autonomous Region, Nanning, Guangxi Zhuang Autonomous Region 530016, P.R. China
| | - Jinying Lin
- Department of Rheumatology and Immunology, Guangxi Academy of Medical Sciences, The People's Hospital of Guangxi Zhuang Autonomous Region, Nanning, Guangxi Zhuang Autonomous Region 530016, P.R. China
| | - Xinxiang Huang
- Department of Rheumatology and Immunology, Guangxi Academy of Medical Sciences, The People's Hospital of Guangxi Zhuang Autonomous Region, Nanning, Guangxi Zhuang Autonomous Region 530016, P.R. China
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Xu X, Du M, Lai P, Zhao Z, Geng L, Liang J, Chen H, Sun L. Knowledge, attitudes, and practices toward biologics among systemic lupus erythematosus patients: a cross-sectional study. Front Public Health 2025; 13:1445576. [PMID: 40135161 PMCID: PMC11933085 DOI: 10.3389/fpubh.2025.1445576] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2024] [Accepted: 02/25/2025] [Indexed: 03/27/2025] Open
Abstract
Objective This study aimed to investigate the knowledge, attitudes, and practices (KAP) toward biologics among systemic lupus erythematosus (SLE) patients. Methods A cross-sectional study was conducted at Nanjing Drum Tower Hospital from March 2023 to January 2024. Demographic information and KAP were obtained through the distribution of self-designed questionnaires. Results A total of 543 SLE patients participated in this study, with a mean age of 39.14 ± 13.08 years. The mean scores for knowledge, attitude, and practice were 6.08 ± 5.49 (possible range: 0-32), 33.14 ± 4.01 (possible range: 10-50), and 12.06 ± 3.95 (possible range: 6-30), respectively. Multivariate logistic regression analysis revealed that knowledge score (OR = 1.08, 95% CI: 1.019-1.144, p = 0.009), attitude score (OR = 1.476, 95% CI: 1.337-1.63, p < 0.001), average monthly income of 5,000-10,000 Yuan (OR = 2.129, 95% CI: 1.327-3.416, p = 0.002), and average monthly income of more than 10,000 Yuan (OR = 2.245, 95% CI: 1.184-4.260, p = 0.013) were independently associated with proactive practice. Structural equation modeling revealed significant direct effects of knowledge on attitude (β = 0.586, p < 0.001) and practice (β = 0.140, p = 0.041). Additionally, attitudes were found to directly influence practice (β = 0.628, p < 0.001). Conclusion SLE patients demonstrated inadequate knowledge, suboptimal attitudes, and passive practices regarding biologics. It is recommended that healthcare providers prioritize education and interventions aimed at enhancing knowledge, fostering positive attitudes, and promoting proactive practices regarding biologic therapies among SLE patients.
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Affiliation(s)
- Xue Xu
- Department of Rheumatology and Immunology, Nanjing Drum Tower Hospital, Affiliated Hospital of Medical School, Nanjing University, Nanjing, Jiangsu, China
| | - Mengru Du
- Department of Rheumatology and Immunology, Nanjing Drum Tower Hospital, Affiliated Hospital of Medical School, Nanjing University, Nanjing, Jiangsu, China
| | - Peng Lai
- Department of Rheumatology and Immunology, Nanjing Drum Tower Hospital, Affiliated Hospital of Medical School, Nanjing University, Nanjing, Jiangsu, China
| | - Zhiling Zhao
- Department of Rheumatology and Immunology, Nanjing Drum Tower Hospital, Affiliated Hospital of Medical School, Nanjing University, Nanjing, Jiangsu, China
| | - Linyu Geng
- Department of Rheumatology and Immunology, Nanjing Drum Tower Hospital, Affiliated Hospital of Medical School, Nanjing University, Nanjing, Jiangsu, China
| | - Jun Liang
- Department of Rheumatology and Immunology, Nanjing Drum Tower Hospital, Affiliated Hospital of Medical School, Nanjing University, Nanjing, Jiangsu, China
| | - Haifeng Chen
- Department of Rheumatology and Immunology, The Affiliated Wuxi People's Hospital of Nanjing Medical University, Wuxi, China
| | - Lingyun Sun
- Department of Rheumatology and Immunology, Nanjing Drum Tower Hospital, Affiliated Hospital of Medical School, Nanjing University, Nanjing, Jiangsu, China
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Nair S, Lushington GH, Purushothaman M, Rubin B, Jupe E, Gattam S. Prediction of Lupus Classification Criteria via Generative AI Medical Record Profiling. BIOTECH 2025; 14:15. [PMID: 40227336 PMCID: PMC11940096 DOI: 10.3390/biotech14010015] [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: 01/16/2025] [Revised: 02/20/2025] [Accepted: 03/02/2025] [Indexed: 04/15/2025] Open
Abstract
Systemic lupus erythematosus (SLE) is a complex autoimmune disease that poses serious long-term patient burdens. (1) Background: SLE patient classification and care are often complicated by case heterogeneity (diverse variations in symptoms and severity). Large language models (LLMs) and generative artificial intelligence (genAI) may mitigate this challenge by profiling medical records to assess key medical criteria. (2) Methods: To demonstrate genAI-based profiling, ACR (American College of Rheumatology) 1997 SLE classification criteria were used to define medically relevant LLM prompts. Records from 78 previously studied patients (45 classified as having SLE; 33 indeterminate or negative) were computationally profiled, via five genAI replicate runs. (3) Results: GenAI determinations of the "Discoid Rash" and "Pleuritis or Pericarditis" classification criteria yielded perfect concurrence with clinical classification, while some factors such as "Immunologic Disorder" (56% accuracy) were statistically unreliable. Compared to clinical classification, our genAI approach achieved a 72% predictive success rate. (4) Conclusions: GenAI classifications may prove sufficiently predictive to aid medical professionals in evaluating SLE patients and structuring care strategies. For individual criteria, accuracy seems to correlate inversely with complexities in clinical determination, implying that improvements in AI patient profiling tools may emerge from continued advances in clinical classification efficacy.
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Affiliation(s)
| | - Gerald H. Lushington
- Progentec Diagnostics, Inc., 755 Research Pkwy, Oklahoma City, OK 73104, USA; (S.N.); (M.P.); (B.R.); (E.J.); (S.G.)
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5
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Arnaud L, Fabry-Vendrand C, Todea R, Vidal B, Cottin J, Bureau I, Bouée S, Thabut G. Real-world oral glucocorticoid use in SLE: a nation-wide population-based study using the French medico-administrative (SNDS) claim database. Lupus Sci Med 2025; 12:e001428. [PMID: 39965876 PMCID: PMC11836812 DOI: 10.1136/lupus-2024-001428] [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: 10/22/2024] [Accepted: 02/07/2025] [Indexed: 02/20/2025]
Abstract
BACKGROUND Oral glucocorticoids (OCS) remain one of the most important treatments for SLE but are associated with damage. Evidence regarding the real-world use of OCS in nationwide SLE populations is currently lacking. The aim of this study was to analyse OCS use and SLE treatments in French patients with SLE at the national level. METHODS The nationwide French health insurance claims database, which contains pseudonymised data for ≈66 million people, was used. Prevalent patients with SLE (International Classification of Diseases, 10th Revision code M32, recorded as a chronic condition or associated with hospital stay) were identified over the year 2019. SLE treatments were captured through actual drug deliveries by pharmacies and mean daily OCS doses (prednisone equivalent) were calculated for the year 2019. RESULTS The 2019 French prevalent SLE population comprised 31 852 patients (86.3% of women, with a mean age of 49.7 (±15.9) years) with a mean disease duration of 7.1 (±6.2) years. Among these, 48.3% were treated with OCS. The mean daily OCS dose was ≤5 mg/day in 35.9%, more than 5 mg but <7.5 mg/day in 6.4% and ≥7.5 mg/day in 6.0%. The use of other SLE treatments was significantly increased in patients with higher doses of OCS (p<0.0001). Potential complications of OCS, including cardiovascular diseases, infections and osteoporosis, were significantly increased in patients with SLE receiving more than 5 mg of OCS per day (p<0.0001, for all). Strikingly, 13.6% of patients receiving mean daily OCS doses >5 mg/day were not treated with antimalarial, immunosuppressant or biologic drugs for SLE. CONCLUSIONS In total, 48.2% of French patients with SLE were treated with OCS in 2019, including 12.4% at a mean dose >5 mg/day, with an increased risk of OCS complications and a limited use of antimalarials, immunosuppressants or biologics. These results highlight the urgent need for the implementation of more robust OCS-sparing strategies in SLE.
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Affiliation(s)
- Laurent Arnaud
- Service de Rhumatologie, Hôpitaux Universitaires de Strasbourg, Centre National de Référence des Maladies Systémiques Auto-immunes Rares Est Sud-Ouest, INSERM UMRS-1109, Université de Strasbourg, Strasbourg, France
| | | | - Remus Todea
- AstraZeneca, Tour Carpe Diem, Courbevoie, France
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6
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Trager RJ, Lynn BP, Baumann AN, Chu ECP. Systemic lupus erythematosus is associated with an increased risk of cervical artery dissection. Sci Rep 2025; 15:1194. [PMID: 39775176 PMCID: PMC11707269 DOI: 10.1038/s41598-025-85655-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2024] [Accepted: 01/06/2025] [Indexed: 01/11/2025] Open
Abstract
Limited evidence suggests that autoimmune diseases are associated with an increased risk of cervical artery dissection (CeAD). We hypothesized individuals with systemic lupus erythematosus (SLE) would have an increased risk of CeAD following SLE diagnosis compared to matched non-lupus controls. We queried a de-identified United States electronic medical records network (TriNetX, Inc.) for individuals aged 10 and older from 2012 to 2020, for two cohorts: (1) SLE and (2) non-lupus controls, excluding those with prior CeAD. We used propensity matching to control for confounding variables and calculated the risk ratio (RR) for CeAD occurring over four years' follow-up, secondarily exploring cumulative incidence. After matching, both cohorts contained 77,008 patients, who were mostly female (89%). The incidence and risk of CeAD was significantly greater among those with SLE compared to matched non-lupus controls [95% CI] (0.08% vs. 0.04%; RR = 2.33 [1.49;3.66]; P < 0.0001). These findings support the hypothesis that SLE is a risk factor for CeAD. Additional research is needed to identify the mechanisms that may underly the SLE-CeAD association and examine the potential association between other autoimmune diseases and CeAD.
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Affiliation(s)
- Robert J Trager
- Connor Whole Health, University Hospitals Cleveland Medical Center, 11100 Euclid Ave, Cleveland, 44106, OH, USA.
- Department of Family Medicine and Community Health, Case Western Reserve University School of Medicine, Cleveland, OH, USA.
- Department of Biostatistics and Bioinformatics Clinical Research Training Program, Duke University School of Medicine, Durham, NC, USA.
| | | | - Anthony N Baumann
- College of Medicine, Northeast Ohio Medical University, Rootstown, OH, USA
- Department of Rehabilitation Services, University Hospitals, Cleveland, OH, USA
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Du M, Dernie F, Català M, Delmestri A, Man WY, Brash JT, van Ballegooijen H, Mercadé-Besora N, Duarte-Salles T, Mayer MA, Leis A, Ramírez-Anguita JM, Griffier R, Verdy G, Prats-Uribe A, Pacurariu A, Morales DR, De Lisa R, Galluzzo S, Egger GF, Prieto-Alhambra D, Tan EH. Treatment of systemic lupus erythematosus: Analysis of treatment patterns in adult and paediatric patients across four European countries. Eur J Intern Med 2024; 130:106-117. [PMID: 39134452 DOI: 10.1016/j.ejim.2024.08.008] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/10/2024] [Revised: 07/29/2024] [Accepted: 08/05/2024] [Indexed: 12/06/2024]
Abstract
OBJECTIVE Multiple treatment options are recommended for Systemic Lupus Erythematosus (SLE) by clinical guidelines. This study aimed to explore SLE treatment patterns as there is limited real-world data of SLE medication utilisation, especially in childhood-onset SLE (cSLE). METHODS We conducted a longitudinal cohort study using five routinely collected healthcare databases from four European countries (United Kingdom, France, Germany, and Spain). We described the characteristics of adult and paediatric patients at time of SLE diagnosis. We calculated the percentage of patients commencing SLE treatments in the first month and year after diagnosis, reported number of prescriptions, starting dose, cumulative dose, and duration of each treatment, and characterised the line of therapy. RESULTS We characterised 11,255 patients with a first diagnosis of SLE and included 5718 in our medication utilisation analyses. The majority of adult SLE patients were female (range 80-88 %), with median age of 49 to 54 years at diagnosis. In the paediatric cohort (n = 378), 66-83 % of SLE patients were female, with median age of 12 to 16 years at diagnosis. Hydroxychloroquine and glucocorticoids were common first-line treatments in both adults and children, with second-line treatments including mycophenolate mofetil and methotrexate. Few cases of monoclonal antibody use were seen in either cohort. Initial glucocorticoid dosing in paediatric patients was often higher than in adults. CONCLUSION Treatment choices for adult SLE patients across four European countries were in line with recent therapeutic consensus guidelines. High glucocorticoid prescriptions in paediatric patients suggests the need for steroid-sparing treatment alternatives and paediatric specific guidelines.
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Affiliation(s)
- Mike Du
- Pharmaco- and Device Epidemiology, Centre for Statistics in Medicine, Nuffield Department of Orthopaedics, Rheumatology and Musculoskeletal Sciences, University of Oxford, UK
| | - Francesco Dernie
- Pharmaco- and Device Epidemiology, Centre for Statistics in Medicine, Nuffield Department of Orthopaedics, Rheumatology and Musculoskeletal Sciences, University of Oxford, UK; Medical Sciences Division, University of Oxford, Oxford, UK
| | - Martí Català
- Pharmaco- and Device Epidemiology, Centre for Statistics in Medicine, Nuffield Department of Orthopaedics, Rheumatology and Musculoskeletal Sciences, University of Oxford, UK
| | - Antonella Delmestri
- Pharmaco- and Device Epidemiology, Centre for Statistics in Medicine, Nuffield Department of Orthopaedics, Rheumatology and Musculoskeletal Sciences, University of Oxford, UK
| | - Wai Yi Man
- Pharmaco- and Device Epidemiology, Centre for Statistics in Medicine, Nuffield Department of Orthopaedics, Rheumatology and Musculoskeletal Sciences, University of Oxford, UK
| | | | | | - Núria Mercadé-Besora
- Fundació Institut Universitari per a la recerca a l'Atenció Primària de Salut Jordi Gol i Gurina (IDIAPJGol), Barcelona, Spain
| | - Talita Duarte-Salles
- Fundació Institut Universitari per a la recerca a l'Atenció Primària de Salut Jordi Gol i Gurina (IDIAPJGol), Barcelona, Spain; Department of Medical Informatics, Erasmus University Medical Center, Rotterdam, The Netherlands
| | - Miguel-Angel Mayer
- Management and Control Department, Hospital del Mar, Barcelona, Spain; Department of Medicine and Life Sciences, Universitat Pompeu Fabra, Barcelona, Spain
| | - Angela Leis
- Department of Medicine and Life Sciences, Universitat Pompeu Fabra, Barcelona, Spain; Research Programme on Biomedical Informatics (GRIB), Hospital del Mar Research Institute (IMIM), Barcelona, Spain
| | - Juan Manuel Ramírez-Anguita
- Department of Medicine and Life Sciences, Universitat Pompeu Fabra, Barcelona, Spain; Research Programme on Biomedical Informatics (GRIB), Hospital del Mar Research Institute (IMIM), Barcelona, Spain
| | - Romain Griffier
- University Hospital of Bordeaux, Public Health Department, Medical Information Service, Medical Informatics and Archiving Unit (IAM) F-33000 Bordeaux, France
| | - Guillaume Verdy
- University Hospital of Bordeaux, Public Health Department, Medical Information Service, Medical Informatics and Archiving Unit (IAM) F-33000 Bordeaux, France
| | - Albert Prats-Uribe
- Pharmaco- and Device Epidemiology, Centre for Statistics in Medicine, Nuffield Department of Orthopaedics, Rheumatology and Musculoskeletal Sciences, University of Oxford, UK
| | - Alexandra Pacurariu
- Data Analytics and Methods Task Force, European Medicines Agency, Amsterdam, The Netherlands
| | - Daniel R Morales
- Data Analytics and Methods Task Force, European Medicines Agency, Amsterdam, The Netherlands
| | - Roberto De Lisa
- Paediatric Medicines Office, Scientific Evidence Generation Department, European Medicines Agency, Amsterdam, The Netherlands
| | - Sara Galluzzo
- Italian Medicine Agency (AIFA), Rome, Italy, Committee of the European Medicines Agency (EMA), Amsterdam, The Netherlands; Pediatric Committee of the European Medicines Agency (EMA), Amsterdam, The Netherlands
| | - Gunter F Egger
- Paediatric Medicines Office, Scientific Evidence Generation Department, European Medicines Agency, Amsterdam, The Netherlands
| | - Daniel Prieto-Alhambra
- Pharmaco- and Device Epidemiology, Centre for Statistics in Medicine, Nuffield Department of Orthopaedics, Rheumatology and Musculoskeletal Sciences, University of Oxford, UK.
| | - Eng Hooi Tan
- Pharmaco- and Device Epidemiology, Centre for Statistics in Medicine, Nuffield Department of Orthopaedics, Rheumatology and Musculoskeletal Sciences, University of Oxford, UK
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Rubin B, Chen Y, Worley K, Rabideau B, Wu B, Chang R, DerSarkissian M. Improved Health Outcomes in Patients with Systemic Lupus Erythematosus Following Early Belimumab Initiation Without Prior Immunosuppressant Use: A Real-World Descriptive Study. Rheumatol Ther 2024; 11:947-962. [PMID: 38847995 PMCID: PMC11264657 DOI: 10.1007/s40744-024-00675-0] [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: 02/21/2024] [Accepted: 04/30/2024] [Indexed: 07/21/2024] Open
Abstract
INTRODUCTION Patients with systemic lupus erythematosus (SLE) have variable treatment pathways, including antimalarials, glucocorticoids, immunosuppressants, and/or biologics. This study describes differences in clinical outcomes when initiating belimumab (BEL) before and after immunosuppressant use. METHODS This real-world, retrospective cohort study (GSK Study 217536) used de-identified administrative claims data from January 2015 to December 2022 in the Komodo Health Database. Adults with moderate/severe SLE initiating BEL (index date) were identified from January 2017 to May 2022, allowing a ≥ 24-month baseline period. Patients were stratified into those initiating BEL before immunosuppressant use (no immunosuppressant use within 24 months before index) and those initiating BEL after immunosuppressant use (one immunosuppressant used within 24 months before index). Oral glucocorticoid (OGC) use, SLE flares, new organ damage, and all-cause healthcare resource utilization (HCRU) were analyzed descriptively over a 24-month follow-up. RESULTS Baseline SLE severity was similar for patients initiating BEL before (n = 2295) versus after (n = 4114) immunosuppressant use (moderate, 83.1% vs 79.0%; severe, 16.8% vs 21.0%). Patients initiating BEL before versus after immunosuppressant use had lower SLE flare rates and OGC use. Post-index, patients initiating BEL before versus after immunosuppressant use discontinued their OGC sooner (moderate baseline SLE, 4.5 vs 8.9 months; severe baseline SLE, 6.2 vs 11.6 months). Patients initiating BEL before versus after immunosuppressant use had lower SLE flare rates per person-year at all time points (especially severe flare rates in patients with severe baseline SLE, 0.70 vs 1.48 through 24 months post-index). Median time to new organ damage occurrence was longer in patients initiating BEL before versus after immunosuppressant use (moderate baseline SLE, 32.1 vs 26.7 months; severe baseline SLE, 22.7 vs 21.6 months). All-cause HCRU was similar between cohorts. CONCLUSIONS These results suggest that patients initiating BEL before versus after immunosuppressant use had more favorable outcomes.
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Affiliation(s)
- Bernard Rubin
- GSK, Medical Affairs and Immuno-Inflammation, Durham, NC, USA
| | | | - Karen Worley
- GSK, US Value Evidence and Outcomes, 1250 S. Collegeville Road, Collegeville, PA, 19426, USA.
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Menzies-Gow AN, Tran TN, Stanley B, Carter VA, Smolen JS, Bourdin A, Fitzgerald JM, Raine T, Chapaneri J, Emmanuel B, Jackson DJ, Price DB. Trends in Systemic Glucocorticoid Utilization in the United Kingdom from 1990 to 2019: A Population-Based, Serial Cross-Sectional Analysis. Pragmat Obs Res 2024; 15:53-64. [PMID: 38505738 PMCID: PMC10949995 DOI: 10.2147/por.s442959] [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: 10/03/2023] [Accepted: 02/23/2024] [Indexed: 03/21/2024] Open
Abstract
Purpose Associations between systemic glucocorticoid (SGC) exposure and risk for adverse outcomes have spurred a move toward steroid-sparing treatment strategies. Real-world changes in SGC exposure over time, after the introduction of steroid-sparing treatment strategies, reveal areas of successful risk mitigation as well as unmet needs. Patients and Methods A population-based ecological study was performed from the Optimum Patient Care Research Database to describe SGC prescribing trends of steroid-sparing treatment strategies in primary care practices before and after licensure of biologics in the United Kingdom from 1990 to 2019. Each analysis year included patients aged ≥5 years who were registered for ≥1 year with a participating primary care practice. The primary analysis was SGC exposure, defined as total cumulative SGC dose per patient per year, for asthma, severe asthma, chronic obstructive pulmonary disease (COPD), nasal polyps, Crohn's disease, rheumatoid arthritis, ulcerative colitis, and systemic lupus erythematosus. Secondary outcomes were percentages of patients prescribed SGCs and number of SGC prescriptions per patient per year. Results The number of patients who met study inclusion criteria ranged from 219,862 (1990) to 1,261,550 (2019). At the population level, patients with asthma or COPD accounted for 67.7% to 73.2% of patients per year with an SGC prescription. Over three decades, decreases in SGC total yearly dose ≥1000 mg have been achieved in multiple conditions. Patients with COPD prescribed SGCs increased from 5.8% (1990) to 34.8% (2017). SGC prescribing trends for severe asthma, Crohn's disease, and ulcerative colitis show decreased prescribing trends after the introduction of biologics. Conclusion Decreases in total yearly SGC doses have been shown in multiple conditions; however, for conditions such as severe asthma and COPD, an unmet need remains for increased awareness of SGC burden and the adoption or development of SGC-sparing alternatives to reduce overuse.
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Affiliation(s)
- Andrew N Menzies-Gow
- Royal Brompton and Harefield Hospitals, Guys & St Thomas’ NHS Foundation Trust, London, UK
- AstraZeneca, Cambridge, UK
| | | | | | | | | | - Arnaud Bourdin
- Université de Montpellier, CHU Montpellier, PhyMedExp, INSERM, CNRS, Montpellier, France
| | - J Mark Fitzgerald
- The University of British Columbia, Vancouver, British Columbia, Canada
| | - Tim Raine
- Cambridge University Hospitals NHS Foundation Trust, Addenbrooke’s Hospital, Cambridge, UK
| | | | | | - David J Jackson
- Guy’s Severe Asthma Centre, Guy’s & St Thomas’ NHS Trust, London, UK
- School of Immunology & Microbial Sciences, King’s College London, London, UK
| | - David B Price
- Observational and Pragmatic Research Institute, Singapore
- Centre of Academic Primary Care, Division of Applied Health Sciences, University of Aberdeen, Aberdeen, UK
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10
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Usategui I, Arroyo Y, Torres AM, Barbado J, Mateo J. Systemic Lupus Erythematosus: How Machine Learning Can Help Distinguish between Infections and Flares. Bioengineering (Basel) 2024; 11:90. [PMID: 38247967 PMCID: PMC11154352 DOI: 10.3390/bioengineering11010090] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2023] [Revised: 01/07/2024] [Accepted: 01/15/2024] [Indexed: 01/23/2024] Open
Abstract
Systemic Lupus Erythematosus (SLE) is a multifaceted autoimmune ailment that impacts multiple bodily systems and manifests with varied clinical manifestations. Early detection is considered the most effective way to save patients' lives, but detecting severe SLE activity in its early stages is proving to be a formidable challenge. Consequently, this work advocates the use of Machine Learning (ML) algorithms for the diagnosis of SLE flares in the context of infections. In the pursuit of this research, the Random Forest (RF) method has been employed due to its performance attributes. With RF, our objective is to uncover patterns within the patient data. Multiple ML techniques have been scrutinized within this investigation. The proposed system exhibited around a 7.49% enhancement in accuracy when compared to k-Nearest Neighbors (KNN) algorithm. In contrast, the Support Vector Machine (SVM), Binary Linear Discriminant Analysis (BLDA), Decision Trees (DT) and Linear Regression (LR) methods demonstrated inferior performance, with respective values around 81%, 78%, 84% and 69%. It is noteworthy that the proposed method displayed a superior area under the curve (AUC) and balanced accuracy (both around 94%) in comparison to other ML approaches. These outcomes underscore the feasibility of crafting an automated diagnostic support method for SLE patients grounded in ML systems.
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Affiliation(s)
- Iciar Usategui
- Department of Internal Medicine, Hospital Clínico Universitario, 47005 Valladolid, Spain;
| | - Yoel Arroyo
- Department of Technologies and Information Systems, Faculty of Social Sciences and Information Technologies, Universidad de Castilla-La Mancha (UCLM), 45600 Talavera de la Reina, Spain;
| | - Ana María Torres
- Medical Analysis Expert Group, Institute of Technology, Universidad de Castilla-La Mancha (UCLM), 16071 Cuenca, Spain;
- Medical Analysis Expert Group, Instituto de Investigación Sanitaria de Castilla-La Mancha (IDISCAM), 45071 Toledo, Spain
| | - Julia Barbado
- Department of Internal Medicine, Hospital Universitario Río Hortega, 47012 Valladolid, Spain;
| | - Jorge Mateo
- Medical Analysis Expert Group, Institute of Technology, Universidad de Castilla-La Mancha (UCLM), 16071 Cuenca, Spain;
- Medical Analysis Expert Group, Instituto de Investigación Sanitaria de Castilla-La Mancha (IDISCAM), 45071 Toledo, Spain
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11
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Martinez GJ, Appleton M, Kipp ZA, Loria AS, Min B, Hinds TD. Glucocorticoids, their uses, sexual dimorphisms, and diseases: new concepts, mechanisms, and discoveries. Physiol Rev 2024; 104:473-532. [PMID: 37732829 PMCID: PMC11281820 DOI: 10.1152/physrev.00021.2023] [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: 05/22/2023] [Revised: 08/07/2023] [Accepted: 09/10/2023] [Indexed: 09/22/2023] Open
Abstract
The normal stress response in humans is governed by the hypothalamic-pituitary-adrenal (HPA) axis through heightened mechanisms during stress, raising blood levels of the glucocorticoid hormone cortisol. Glucocorticoids are quintessential compounds that balance the proper functioning of numerous systems in the mammalian body. They are also generated synthetically and are the preeminent therapy for inflammatory diseases. They act by binding to the nuclear receptor transcription factor glucocorticoid receptor (GR), which has two main isoforms (GRα and GRβ). Our classical understanding of glucocorticoid signaling is from the GRα isoform, which binds the hormone, whereas GRβ has no known ligands. With glucocorticoids being involved in many physiological and cellular processes, even small disruptions in their release via the HPA axis, or changes in GR isoform expression, can have dire ramifications on health. Long-term chronic glucocorticoid therapy can lead to a glucocorticoid-resistant state, and we deliberate how this impacts disease treatment. Chronic glucocorticoid treatment can lead to noticeable side effects such as weight gain, adiposity, diabetes, and others that we discuss in detail. There are sexually dimorphic responses to glucocorticoids, and women tend to have a more hyperresponsive HPA axis than men. This review summarizes our understanding of glucocorticoids and critically analyzes the GR isoforms and their beneficial and deleterious mechanisms and the sexual differences that cause a dichotomy in responses. We also discuss the future of glucocorticoid therapy and propose a new concept of dual GR isoform agonist and postulate why activating both isoforms may prevent glucocorticoid resistance.
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Affiliation(s)
- Genesee J Martinez
- Department of Pharmacology and Nutritional Sciences, University of Kentucky College of Medicine, Lexington, Kentucky, United States
| | - Malik Appleton
- Department of Pharmacology and Nutritional Sciences, University of Kentucky College of Medicine, Lexington, Kentucky, United States
| | - Zachary A Kipp
- Department of Pharmacology and Nutritional Sciences, University of Kentucky College of Medicine, Lexington, Kentucky, United States
| | - Analia S Loria
- Department of Pharmacology and Nutritional Sciences, University of Kentucky College of Medicine, Lexington, Kentucky, United States
- Barnstable Brown Diabetes Center, University of Kentucky College of Medicine, Lexington, Kentucky, United States
| | - Booki Min
- Department of Microbiology and Immunology, Northwestern University Feinberg School of Medicine, Chicago, Illinois, United States
| | - Terry D Hinds
- Department of Pharmacology and Nutritional Sciences, University of Kentucky College of Medicine, Lexington, Kentucky, United States
- Barnstable Brown Diabetes Center, University of Kentucky College of Medicine, Lexington, Kentucky, United States
- Markey Cancer Center, University of Kentucky, Lexington, Kentucky, United States
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12
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Bell CF, Huang SP, Cyhaniuk A, Averell CM. The cost of flares among patients with systemic lupus erythematosus with and without lupus nephritis in the United States. Lupus 2023; 32:301-309. [PMID: 36542670 PMCID: PMC9939932 DOI: 10.1177/09612033221146093] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
OBJECTIVE Assess healthcare costs associated with systemic lupus erythematosus (SLE) flares among patients with and without lupus nephritis (LN). METHODS This retrospective cohort study used medical and pharmacy claims data from the United States-based Optum Clinformatics database to identify adults with SLE between 1 January 2016, and 31 December 2018. Index was the date of a patient's earliest SLE diagnosis claim during the identification period. Patients were categorized based on ICD-9/-10 diagnosis codes into one of two cohorts: SLE with LN (LN) and SLE without LN (non-LN). Baseline characteristics were assessed in the 12 months preceding index (baseline period). The presence, severity, and healthcare costs (in 2019 US dollars) of flares were determined in the 12 months following index (follow-up period). RESULTS Overall, 11,663 patients with SLE were included (LN, n = 2916; non-LN, n = 8747). During the baseline period, a greater proportion of patients in the LN cohort versus non-LN cohort had a Charlson Comorbidity Index score ≥4 (72.5% vs 13.7%) and inpatient stays (41.0% vs 17.0%). A total of 12,190 flares were identified during the follow-up period (LN, 3494; non-LN, 8696). A greater proportion of flares experienced by patients with LN versus those without LN were moderate (61.2% vs 53.6%) and severe (10.6% vs 5.4%). The mean (standard deviation [SD]) number of moderate and severe flares per patient was greater among the LN cohort than the non-LN cohort (moderate: LN, 1.8 [1.2] and non-LN, 1.4 [1.2]; severe: LN, 0.2 [0.6] and non-LN, 0.1 [0.3]). The mean (SD) total healthcare costs associated with SLE flares of any severity were greater for patients with LN (LN, $5842 [9604]; non-LN, $2600 [4249]). The mean (SD) cost per flare increased with severity (mild: LN, $2753 [4640] and non-LN, $1606 [2710]; moderate: LN, $4561 [7156] and non-LN, $2587 [3720]; severe: LN, $29,148 [27,273] and non-LN, $14,829 [19,533]). CONCLUSIONS Patients with SLE with LN have greater healthcare costs than those without LN. Flares among patients with LN were more frequent, severe, and costly than among patients without LN. This highlights the need for treatments that prevent or reduce flares among patients with SLE, both with and without LN.
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Affiliation(s)
- Christopher F Bell
- US Value, Evidence and Outcomes, GSK, Research Triangle Park, NC, USA,Christopher F Bell, US Value Evidence and Outcomes, GSK, 410 Blackwell Street, Research Triangle Park, NC 27709, USA.
| | - Shirley P Huang
- US Value, Evidence and Outcomes, GSK, Research Triangle Park, NC, USA
| | | | - Carlyne M Averell
- US Value, Evidence and Outcomes, GSK, Research Triangle Park, NC, USA
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Liu YJ, Miao HB, Lin S, Chen Z. Current Progress in Treating Systemic Lupus Erythematosus Using Exosomes/MicroRNAs. Cell Transplant 2023; 32:9636897221148775. [PMID: 36661068 PMCID: PMC9903023 DOI: 10.1177/09636897221148775] [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] [Indexed: 01/21/2023] Open
Abstract
Systemic lupus erythematosus (SLE) is a chronic systemic autoimmune disease associated with impaired organ functions that can seriously affect the daily life of patients. Recent SLE therapies frequently elicit adverse reactions and side effects in patients, and clinical heterogeneity is considerable. Mesenchymal stromal cells (MSCs) have anti-inflammatory, tissue repair, and immunomodulatory properties. Their ability to treat autoimmune diseases largely depends on secreted extracellular vesicles, especially exosomes. The effects of exosomes and microRNAs (miRNAs) on SLE have recently attracted interest. This review summarizes the applications of MSCs derived from bone marrow, adipocyte tissue, umbilical cord, synovial membrane, and gingival tissue, as well as exosomes to treating SLE and the key roles of miRNAs. The efficacy of MSCs infusion in SLE patients with impaired autologous MSCs are reviewed, and the potential of exosomes and their contents as drug delivery vectors for treating SLE and other autoimmune diseases in the future are briefly described.
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Affiliation(s)
- Yi-jing Liu
- Department of Rheumatology and Immunology, The Second Affiliated Hospital of Fujian Medical University, Quanzhou, China
| | - Hai-bing Miao
- Department of Rheumatology and Immunology, The Second Affiliated Hospital of Fujian Medical University, Quanzhou, China
| | - Shu Lin
- Centre of Neurological and Metabolic Research, The Second Affiliated Hospital of Fujian Medical University, Quanzhou, China,Group of Neuroendocrinology, Garvan Institute of Medical Research, Sydney, NSW, Australia
| | - Zhen Chen
- Department of Rheumatology and Immunology, The Second Affiliated Hospital of Fujian Medical University, Quanzhou, China,Zhen Chen, Department of Rheumatology and Immunology, The Second Affiliated Hospital of Fujian Medical University, 34 Zhongshan Road, Quanzhou 362000, Fujian, P.R. China.
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14
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Alsuwayegh A, Almaghlouth IA, Almasaoud MA, Alzaid AS, Alsuhaibani AA, Almana LH, Alabdulkareem SM, Abudahesh JA, AlRuthia Y. Cost Consequence Analysis of Belimumab versus Standard of Care for the Management of Systemic Lupus Erythematosus in Saudi Arabia: A Retrospective Cohort Study. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2023; 20:1917. [PMID: 36767283 PMCID: PMC9915237 DOI: 10.3390/ijerph20031917] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 12/23/2022] [Revised: 01/10/2023] [Accepted: 01/17/2023] [Indexed: 06/18/2023]
Abstract
BACKGROUND Belimumab use for the management of systemic lupus erythematosus (SLE) has been limited, in part due to its high acquisition cost relative to the standard of care (SoC) and the uncertainties about its cost-effectiveness. Therefore, the aim of this study was to compare the cost and effectiveness of belimumab versus the SoC alone for the management of SLE using real-world data from the perspective of public healthcare payers in Saudi Arabia. METHODS Data were retrieved from a national prospective cohort of SLE, Saudi Arabia. Adult SLE patients (≥18 yrs.) treated with belimumab plus the SoC or the SoC alone for at least six months were recruited. The effectiveness was measured using the Systemic Lupus Erythematosus Disease Activity Index 2000 (SLEDAI-2K). Unit costs for health services and prescription drugs were retrieved from the Saudi ministry of health. Nonparametric bootstrapping with inverse probability weighting was conducted to generate the 95% confidence limits for the cost and effectiveness. RESULTS A total of 15 patients on belimumab plus the SoC and 41 patients on the SoC alone met the inclusion criteria and were included in the analysis. The majority of patients were females (91.07%) with a mean age of 38 years. The mean difference in cost and SLEDAI-2K score reduction between belimumab versus the SoC were USD 5303.16 [95% CI: USD 2735.61-USD 7802.52] and 3.378 [95% CI: 1.769-6.831], respectively. Belimumab demonstrated better effectiveness but higher cost in 96% of the bootstrap cost-effectiveness distributions. CONCLUSION Future studies should use more robust research designs and a larger sample size to confirm the findings of this study.
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Affiliation(s)
- Aseel Alsuwayegh
- Corporate Department of Pharmacy Services, King Saud University Medical City, Riyadh 11451, Saudi Arabia
| | - Ibrahim A. Almaghlouth
- Department of Medicine, College of Medicine, King Saud University, Riyadh 11461, Saudi Arabia
| | | | | | | | | | | | | | - Yazed AlRuthia
- Department of Clinical Pharmacy, College of Pharmacy, King Saud University, Riyadh 11451, Saudi Arabia
- Pharmacoeconomics Research Unit, Department of Clinical Pharmacy, College of Pharmacy, King Saud University, Riyadh 11451, Saudi Arabia
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Sanders JM, Jeyamogan S, Mathew JM, Leventhal JR. Foxp3+ regulatory T cell therapy for tolerance in autoimmunity and solid organ transplantation. Front Immunol 2022; 13:1055466. [PMID: 36466912 PMCID: PMC9714335 DOI: 10.3389/fimmu.2022.1055466] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2022] [Accepted: 11/02/2022] [Indexed: 08/03/2023] Open
Abstract
Regulatory T cells (Tregs) are critical for tolerance in humans. The exact mechanisms by which the loss of peripheral tolerance leads to the development of autoimmunity and the specific role Tregs play in allograft tolerance are not fully understood; however, this population of T cells presents a unique opportunity in the development of targeted therapeutics. In this review, we discuss the potential roles of Foxp3+ Tregs in the development of tolerance in transplantation and autoimmunity, and the available data regarding their use as a treatment modality.
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Affiliation(s)
- Jes M. Sanders
- Department of Surgery, Comprehensive Transplant Center Feinberg School of Medicine, Northwestern University, Chicago, IL, United States
| | - Shareni Jeyamogan
- Department of Surgery, Comprehensive Transplant Center Feinberg School of Medicine, Northwestern University, Chicago, IL, United States
| | - James M. Mathew
- Department of Surgery, Comprehensive Transplant Center Feinberg School of Medicine, Northwestern University, Chicago, IL, United States
- Department of Microbiology-Immunology, Feinberg School of Medicine, Northwestern University, Chicago, IL, United States
- Simpson Querrey Institute for BioNanotechnology, Feinberg School of Medicine, Northwestern University, Chicago, IL, United States
| | - Joseph R. Leventhal
- Department of Surgery, Comprehensive Transplant Center Feinberg School of Medicine, Northwestern University, Chicago, IL, United States
- Simpson Querrey Institute for BioNanotechnology, Feinberg School of Medicine, Northwestern University, Chicago, IL, United States
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16
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Steroid Resistance Associated with High MIF and P-gp Serum Levels in SLE Patients. Molecules 2022; 27:molecules27196741. [PMID: 36235275 PMCID: PMC9573564 DOI: 10.3390/molecules27196741] [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: 09/14/2022] [Revised: 10/07/2022] [Accepted: 10/08/2022] [Indexed: 11/16/2022] Open
Abstract
Approximately 30% of patients with systemic lupus erythematosus (SLE) present steroid resistance (SR). Macrophage migration inhibition factor (MIF) and P-glycoprotein (P-gp) could be related to SR. This work aims to evaluate the relationship between MIF and P-pg serum levels in SR in SLE. Methods: Case−control study including 188 SLE patients who were divided into two groups (90 in the steroid-resistant group and 98 in the steroid-sensitive (SS) group) and 35 healthy controls. MIF and P-gp serum levels were determined by ELISA. Multivariable logistic regression and chi-squared automatic interaction detection (CHAID) were used to explore risk factors for SR. Results: The steroid-resistant group presented higher MIF and P-gp serum levels in comparison with the SS (p < 0.001) and reference (p < 0.001) groups. MIF correlated positively with P-gp (rho = 0.41, p < 0.001). MIF (≥15.75 ng/mL) and P-gp (≥15.22 ng/mL) were a risk factor for SR (OR = 2.29, OR = 5.27). CHAID identified high P-gp as the main risk factor for SR and high MIF as the second risk factor in those patients with low P-gp. Conclusions: An association between MIF and P-gp serum levels was observed in SR. CHAID identified P-gp ≥ 15.22 ng/mL as the main risk factor for SR. More studies are needed to validate these results.
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Bolous NS, Bhatt N, Bhakta N, Neufeld EJ, Davidoff AM, Reiss UM. Gene Therapy and Hemophilia: Where Do We Go from Here? J Blood Med 2022; 13:559-580. [PMID: 36226233 PMCID: PMC9550170 DOI: 10.2147/jbm.s371438] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2022] [Accepted: 09/22/2022] [Indexed: 11/17/2022] Open
Abstract
Gene therapy for hemophilia using adeno-associated virus (AAV) derived vectors can reduce or eliminate patients' disease-related complications and improve their quality of life. Broad implementation globally will lead to societal gains and foster health equity. Several vector products each for factor IX (FIX) or factor VIII (FVIII) deficiency are in advanced clinical development. Safety data are reassuring. Efficacy data for up to 8 and 5 years, respectively, vary considerably among vector types and among individuals, but indicate significant reduction in bleeds and factor use. Products will soon be approved for marketing. This review highlights the relevant considerations for implementation of hemophilia gene therapy, specifically across a broad range of socioeconomic backgrounds globally, based on recent publications and our own experience. We address the current efficacy and safety data and relevant aspects of vector immunology. We then discuss pertinent implementation steps including pre-implementation and readiness assessments, considerations on cost, cost-effectiveness and payment models, approaches to education and informed consent, and the operational needs as well as the need for monitoring of health outcomes and implementation outcomes. To prevent a lag or complete lack of establishing access to this life-changing therapy option for all patients with hemophilia worldwide, adaptable pathways supported by collaborative and international efforts of all stakeholders are needed.
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Affiliation(s)
- Nancy S Bolous
- Department of Global Pediatric Medicine – St. Jude Children’s Research Hospital, Memphis, TN, USA
| | - Nidhi Bhatt
- Department of Hematology – St. Jude Children’s Research Hospital, Memphis, TN, USA
| | - Nickhill Bhakta
- Department of Global Pediatric Medicine – St. Jude Children’s Research Hospital, Memphis, TN, USA
| | - Ellis J Neufeld
- Department of Hematology – St. Jude Children’s Research Hospital, Memphis, TN, USA
| | - Andrew M Davidoff
- Department of Surgery – St. Jude Children’s Research Hospital, Memphis, TN, USA
| | - Ulrike M Reiss
- Department of Hematology – St. Jude Children’s Research Hospital, Memphis, TN, USA
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Noviyani R, Youngkong S, Nathisuwan S, Bagepally BS, Chaikledkaew U, Chaiyakunapruk N, McKay G, Sritara P, Attia J, Thakkinstian A. Economic evaluation of direct oral anticoagulants (DOACs) versus vitamin K antagonists (VKAs) for stroke prevention in patients with atrial fibrillation: a systematic review and meta-analysis. BMJ Evid Based Med 2022; 27:215-223. [PMID: 34635480 PMCID: PMC9340051 DOI: 10.1136/bmjebm-2020-111634] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 09/14/2021] [Indexed: 12/19/2022]
Abstract
OBJECTIVES To assess cost-effectiveness of direct oral anticoagulants (DOACs) compared with vitamin K antagonists (VKAs) for stroke prevention in atrial fibrillation (AF) by pooling incremental net benefits (INBs). DESIGN Systematic review and meta-analysis. SETTING We searched PubMed, Scopus and Centre for Evaluation of Value and Risks in Health Registry from inception to December 2019. PARTICIPANTS Patients with AF. MAIN OUTCOME MEASURES The INB was defined as a difference of incremental effectiveness multiplied by willing to pay threshold minus the incremental cost; a positive INB indicated favour treatment. These INBs were pooled (stratified by level of country income, perspective, time-horizon, model types) with a random-effects model if heterogeneity existed, otherwise a fixed effects model was applied. Heterogeneity was assessed using Q test and I2 statistic. Risk of bias was assessed using the economic evaluations bias (ECOBIAS) checklist. RESULTS A total of 100 eligible economic evaluation studies (224 comparisons) were included. For high-income countries (HICs) from a third-party payer (TPP) perspective, the pooled INBs for DOAC versus VKA pairs were significantly cost-effective with INBs (95% CI) of $6632 ($2961.67 to $10 303.72; I2=59.9%), $6353.24 ($4076.03 to $8630.45; I2=0%), $7664.58 ($2979.79 to $12 349.37; I2=0%) and $8573.07 ($1877.05 to $15 269.09; I2=0%) for dabigatran, apixaban, rivaroxaban and edoxaban relative to VKA, respectively but only dabigatran was significantly cost-effective from societal perspective (SP) with an INB of $11 746.96 ($2429.34 to $21 064.59; I2=52.4%). The pooled INBs of all comparisons for upper-middle income countries (UMICs) were not significantly cost-effective. The ECOBIAS checklist indicated that risk of bias was mostly low for most items with the exception of five items which should be less influenced on pooling INBs. CONCLUSIONS Our meta-analysis provides comprehensive economic evidence that allows policy makers to generalise cost-effectiveness data to their local context. All DOACs may be cost-effective compared with VKA in HICs with TPP perspective. The pooling results produced moderate to high heterogeneity particularly in UMICs. Further studies are required to inform UMICs with SP. PROSPERO REGISTERATION NUMBER CRD 42019146610.
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Affiliation(s)
- Rini Noviyani
- Mahidol University Health Technology Assessment (MUHTA) Graduate Program, Mahidol University, Bangkok, Thailand
- Department of Pharmacy, Faculty of Mathematics and Natural Sciences, Udayana University, Bali, Indonesia
| | - Sitaporn Youngkong
- Mahidol University Health Technology Assessment (MUHTA) Graduate Program, Mahidol University, Bangkok, Thailand
- Social and Administrative Pharmacy Division, Department of Pharmacy, Faculty of Pharmacy, Mahidol University, Bangkok, Thailand
| | - Surakit Nathisuwan
- Clinical Pharmacy Division, Department of Pharmacy, Faculty of Pharmacy, Mahidol University, Bangkok, Thailand
| | | | - Usa Chaikledkaew
- Mahidol University Health Technology Assessment (MUHTA) Graduate Program, Mahidol University, Bangkok, Thailand
- Social and Administrative Pharmacy Division, Department of Pharmacy, Faculty of Pharmacy, Mahidol University, Bangkok, Thailand
| | - Nathorn Chaiyakunapruk
- Department of Pharmacotherapy, College of Pharmacy, University of Utah, Salt Lake City, Utah, USA
| | - Gareth McKay
- Centre for Public Health, School of Medicine, Dentistry and Biomedical Sciences, Queen's University, Belfast, UK
| | - Piyamitr Sritara
- Division of Cardiology, Department of Medicine, Faculty of Medicine, Ramathibodi Hospital, Mahidol University, Bangkok, Thailand
| | - John Attia
- School of Medicine and Public Health, Faculty of Health and Medicine, University of Newcastle, New South Wales, New South Wales, Australia
| | - Ammarin Thakkinstian
- Mahidol University Health Technology Assessment (MUHTA) Graduate Program, Mahidol University, Bangkok, Thailand
- Department of Clinical Epidemiology and Biostatistics, Faculty of Medicine, Ramathibodi Hospital, Mahidol University, Bangkok, Thailand
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Treatment Patterns and Clinical Characteristics of Patients with Systemic Lupus Erythematosus and Musculoskeletal Symptoms: A Retrospective, Observational Study. Adv Ther 2022; 39:3131-3145. [PMID: 35534786 PMCID: PMC9239948 DOI: 10.1007/s12325-022-02148-8] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2022] [Accepted: 03/25/2022] [Indexed: 12/29/2022]
Abstract
INTRODUCTION Musculoskeletal (MSK) symptoms, including arthritis and arthralgia, are common manifestations of systemic lupus erythematosus (SLE); definitions of activity patterns in SLE differ across studies. This study described clinical characteristics and treatment patterns of patients with SLE-MSK over time and by disease activity patterns from a real-world setting. METHODS This retrospective descriptive analysis includes a subset of patients with SLE from the Hopkins Lupus Cohort with identified MSK involvement by scores on the arthritis domain of the Safety of Estrogens in Systemic Lupus Erythematosus National Assessment-Systemic Lupus Erythematosus Disease Activity Index (SELENA-SLEDAI) or Lupus Activity Index. Clinical characteristics and treatment patterns were described for patients with at least two visits over the observation period (2010-2019) for the SLE-MSK population based on three disease activity patterns: chronically active (MSK-CA), relapsing-remitting (MSK-RR), and long quiescence (MSK-LQ). RESULTS The SLE-MSK subpopulation included 664 patients (4069 person-years). The most frequently used medications over the observation period were antimalarials (95%), corticosteroids (92%), immunosuppressants (58%), and nonsteroidal anti-inflammatory drugs (NSAIDs) (48%); 7% of patients used biologics. The highest use of corticosteroids was in the MSK-CA group (90.5% of follow-up time), followed by MSK- RR (83.9%), and MSK-LQ (46.5%). Mean prednisone dose was significantly higher in MSK-RR (8.5 mg) compared to MSK-CA (6.5 mg). CONCLUSIONS This descriptive analysis highlights the impact of prevalent manifestations such as arthritis on the chronic use of corticosteroids, immunosuppressants, and NSAIDs to manage disease activity in patients with SLE, suggesting there is a need for new therapeutic options that enable a lower use of medication when treating lupus.
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Lin DH, Murimi-Worstell IB, Kan H, Tierce JC, Wang X, Nab H, Desta B, Hammond ER, Alexander GC. Health care utilization and costs of systemic lupus erythematosus in the United States: A systematic review. Lupus 2022; 31:773-807. [PMID: 35467448 DOI: 10.1177/09612033221088209] [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] [Indexed: 11/17/2022]
Abstract
OBJECTIVES To evaluate health care utilization and costs for patients with systemic lupus erythematosus (SLE) by disease severity. METHODS We searched PubMed and Embase from January 2000 to June 2020 for observational studies examining health care utilization and costs associated with SLE among adults in the United States. Two independent reviewers reviewed the selected full-text articles to determine the final set of included studies. Costs were converted to 2020 US $. RESULTS We screened 9224 articles, of which 51 were included. Mean emergency department visits were 0.3-3.5 per year, and mean hospitalizations were 0.1-2.4 per year (mean length of stay 0.4-13.0 days). Patients averaged 10-26 physician visits/year. Mean annual direct total costs were $17,258-$63,022 per patient and were greater for patients with moderate or severe disease ($19,099-$82,391) compared with mild disease ($12,242-$29,233). Mean annual direct costs were larger from commercial claims ($24,585-$63,022) than public payers (Medicare and Medicaid: $18,302-$27,142). CONCLUSIONS SLE remains a significant driver of health care utilization and costs. Patients with moderate to severe SLE use more health care services and incur greater direct and indirect costs than those with mild disease.
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Affiliation(s)
- Dora H Lin
- Department of Epidemiology, 25802Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
| | - Irene B Murimi-Worstell
- Department of Epidemiology, 25802Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
| | - Hong Kan
- Department of Health Policy and Management, 25802Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
| | - Jonothan C Tierce
- Department of Epidemiology, 25802Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
| | - Xia Wang
- Data Science & Artificial Intelligence, BioPharmaceuticals R&D, 468090AstraZeneca, Gaithersburg, MD, USA
| | - Henk Nab
- Inflammation & Autoimmunity, BioPharmaceuticals Medical, 468087AstraZeneca, Cambridge, UK
| | - Barnabas Desta
- Global Pricing and Market Access, BioPharmaceuticals Medical, AstraZeneca, Gaithersburg, MD, USA
| | - Edward R Hammond
- Epidemiology, BioPharmaceuticals Medical, AstraZeneca, Gaithersburg, MD, USA
| | - G Caleb Alexander
- Center for Drug Safety and Effectiveness, 25802Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
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21
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Javanbakht M, Moradi-Lakeh M, Mashayekhi A, Atkinson J. Continuous Monitoring of Respiratory Rate with Wearable Sensor in Patients Admitted to Hospital with Pneumonia Compared with Intermittent Nurse-Led Monitoring in the United Kingdom: A Cost-Utility Analysis. PHARMACOECONOMICS - OPEN 2022; 6:73-83. [PMID: 34387850 PMCID: PMC8363094 DOI: 10.1007/s41669-021-00290-7] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 07/21/2021] [Indexed: 06/01/2023]
Abstract
BACKGROUND Respiratory rate (RR) is one of the most important physiologic measures for predicting patients' deterioration of clinical condition and final prognosis. In several studies, RR has been the most important predictor of patients' prognoses. OBJECTIVES The objective of this study was to conduct a cost-utility analysis to estimate the cost and effectiveness of automatic respiratory rate monitoring (ARRM) with a non-invasive sensor (RespiraSense™) plus intermittent nurse-led RR monitoring (ARRM strategy) compared with intermittent nurse-led RR monitoring (IM strategy) in patients admitted to hospital in the UK with pneumonia. METHODS A decision analytic model was developed based on a hypothetical cohort of patients who were admitted to hospital with pneumonia. After admission, the patients could be monitored with either ARRM or IM strategies. The outcomes of interest included total costs and total effectiveness of each strategy, including length of stay (LoS) in hospital, LoS in intensive care unit, quality-adjusted life-years (QALYs), deaths, and incremental cost per QALY gained. An incremental cost of £20,000 or less per QALY gained was considered cost effective. A lifetime time horizon (38 years) was used to capture the long-term benefits. Probabilistic and deterministic sensitivity analyses were performed. RESULTS Total costs of patient care in ARRM and IM strategies were £1986.9 million and £2079.4 million, respectively. Total incremental QALYs lived were 3548 higher in the intervention arm (ARRM), meaning that the ARRM strategy was dominant (i.e., less costly [£92.6 million less] and more effective). The results were stable in probabilistic and most of the deterministic sensitivity analyses. Results from threshold analysis indicated that a minimum of 7 and 10% improvement in percentage of early detection of respiratory compromise is required for ARRM to become cost effective and cost saving, respectively. CONCLUSIONS Our results indicate that ARRM using RespiraSense, in addition to intermittent nurse-led monitoring of RR, in patients admitted to the hospital with pneumonia could be a cost-saving and cost-effective intervention if the minimum clinical thresholds are met.
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Affiliation(s)
- Mehdi Javanbakht
- Optimax Access UK Ltd, Market Access Consultancy, University of Southampton Science Park, Chilworth Hampshire, UK
| | | | - Atefeh Mashayekhi
- Optimax Access UK Ltd, Market Access Consultancy, University of Southampton Science Park, Chilworth Hampshire, UK
| | - Jowan Atkinson
- Device Access UK Ltd, Market Access Consultancy, University of Southampton Science Park, Chilworth, Hampshire, UK
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Jiang M, Near AM, Desta B, Wang X, Hammond ER. Disease and economic burden increase with systemic lupus erythematosus severity 1 year before and after diagnosis: a real-world cohort study, United States, 2004-2015. Lupus Sci Med 2021; 8:8/1/e000503. [PMID: 34521733 PMCID: PMC8442098 DOI: 10.1136/lupus-2021-000503] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2021] [Accepted: 08/19/2021] [Indexed: 11/03/2022]
Abstract
OBJECTIVE To assess the economic burden of patients with SLE by disease severity in the USA 1 year before and after diagnosis. METHODS Patients aged ≥18 years with a first SLE diagnosis (index date) between January 2005 and December 2014 were identified from administrative commercial claims data linked to electronic medical records (EMRs). Disease severity during the year after diagnosis was classified as mild, moderate, or severe using claims-based algorithms and EMR data. Healthcare resource utilisation (HCRU) and all-cause healthcare costs (2017 US$) were reported for 1 year pre-diagnosis and post-diagnosis. Generalised linear modelling examined all-cause costs over 1 year post-index, adjusting for baseline demographics, clinical characteristics, Charlson Comorbidity Index and 1 year pre-diagnosis costs. RESULTS Among 2227 patients, 26.3% had mild, 51.0% moderate and 22.7% severe SLE. Mean per-patient costs were higher for patients with moderate and severe SLE compared with mild SLE during the year before diagnosis: mild US$12 373, moderate $22 559 and severe US$39 261 (p<0.0001); and 1-year post-diagnosis period: mild US$13 415, moderate US$29 512 and severe US$68 260 (p<0.0001). Leading mean cost drivers were outpatient visits (US$13 566) and hospitalisations (US$10 252). Post-diagnosis inpatient utilisation (≥1 stay) was higher for patients with severe (51.2%) and moderate (22.4%) SLE, compared with mild SLE (12.8%), with longer mean hospital stays: mild 0.47 days, moderate 1.31 days and severe 5.52 days (p<0.0001). CONCLUSION HCRU and costs increase with disease severity in the year before and after diagnosis; leading cost drivers post-diagnosis were outpatient visits and hospitalisations. Earlier diagnosis and treatment may improve health outcomes and reduce HCRU and costs.
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Affiliation(s)
- Miao Jiang
- BioPharmaceuticals Medical, AstraZeneca, Gaithersburg, Maryland, USA
| | - Aimee M Near
- Real-World Evidence, IQVIA, Durham, North Carolina, USA
| | - Barnabas Desta
- BioPharmaceuticals Medical, AstraZeneca, Gaithersburg, Maryland, USA
| | - Xia Wang
- BioPharmaceuticals Medical, AstraZeneca, Gaithersburg, Maryland, USA
| | - Edward R Hammond
- BioPharmaceuticals Medical, AstraZeneca, Gaithersburg, Maryland, USA
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Birt JA, Hadi MA, Sargalo N, Brookes E, Swinburn P, Hanrahan L, Tse K, Bello N, Griffing K, Silk ME, Delbecque LA, Kamen D, Askanase AD. Patient Experiences, Satisfaction, and Expectations with Current Systemic Lupus Erythematosus Treatment: Results of the SLE-UPDATE Survey. Rheumatol Ther 2021; 8:1189-1205. [PMID: 34164800 PMCID: PMC8380609 DOI: 10.1007/s40744-021-00328-6] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2021] [Accepted: 05/27/2021] [Indexed: 12/24/2022] Open
Abstract
OBJECTIVES To provide information on systemic lupus erythematosus (SLE) patients' experiences, satisfaction, and expectations with treatments and examine the association between treatment satisfaction and patient-reported outcomes (PRO). METHODS A cross-sectional, non-interventional, online survey of US adult patients with SLE was conducted in 2019. The survey consisted of 104 questions about SLE and the following PRO instruments: LupusPRO™, Functional Assessment of Chronic Illness Therapy (FACIT) Fatigue, Work Productivity and Activity Impairment (WPAI), an 11-point Worst Pain Numerical Rating scale (NRS), and an 11-point Worst Joint Pain NRS. RESULTS Five hundred participants (75% female, 76% White/Caucasian, mean age 42.6 ± 12.7 years, 63% with an associate degree or higher) completed the survey. Most participants were "completely" or "somewhat satisfied" with their treatments, although satisfaction rates were lower for corticosteroids (65%), immunosuppressants (71%), and anti-malarials (55%) than for belimumab (intravenous or subcutaneous) (86%) and rituximab (94%). Treatments were more often considered "burdensome" or "very burdensome" for belimumab (67%) and rituximab (63%) than for corticosteroids (48%), immunosuppressants (49%), and anti-malarials (30%). Pain and productivity assessments supported substantial impairment for the majority of participants, even those who indicated that they were completely satisfied with treatments. The treatment goals most commonly reported as "very important" were reducing fatigue, pain, and the frequency or severity of flares. Three-quarters of participants (76.6%) indicated that their physician's goals for their therapy matched their own goals "very" or "somewhat closely." Despite high levels of satisfaction, most participants (63.0%) indicated that their physicians had not asked about their treatment goals during the past 3 months. CONCLUSION SLE patients reported high rates of satisfaction with current therapies despite identifying substantial treatment burdens, residual pain, and fatigue. Reduced fatigue, pain, and flares were the most important treatment goals for these patients.
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Affiliation(s)
- Julie A Birt
- Eli Lilly and Company, Lilly Corporate Center, Indianapolis, IN, USA
| | - Monica A Hadi
- Evidera, The Ark, 2nd floor, 201 Talgarth Road, London, UK.
| | | | - Ella Brookes
- Evidera, The Ark, 2nd floor, 201 Talgarth Road, London, UK
| | - Paul Swinburn
- Evidera, The Ark, 2nd floor, 201 Talgarth Road, London, UK
| | | | - Karin Tse
- Lupus Foundation of America, Washington, DC, USA
| | - Natalia Bello
- Eli Lilly and Company, Lilly Corporate Center, Indianapolis, IN, USA
| | - Kirstin Griffing
- Eli Lilly and Company, Lilly Corporate Center, Indianapolis, IN, USA
| | - Maria E Silk
- Eli Lilly and Company, Lilly Corporate Center, Indianapolis, IN, USA
| | | | - Diane Kamen
- Medical University of South Carolina Health, Charleston, SC, USA
| | - Anca D Askanase
- Columbia University College of Physicians and Surgeons, New York, USA
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Albrecht K, Redeker I, Aringer M, Marschall U, Strangfeld A, Callhoff J. Comorbidity and healthcare utilisation in persons with incident systemic lupus erythematosus followed for 3 years after diagnosis: analysis of a claims data cohort. Lupus Sci Med 2021; 8:8/1/e000526. [PMID: 34433613 PMCID: PMC8388287 DOI: 10.1136/lupus-2021-000526] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2021] [Accepted: 08/13/2021] [Indexed: 11/09/2022]
Abstract
Objective To analyse comorbidity and healthcare utilisation in individuals with SLE. Methods A cohort of individuals with incident SLE diagnosis in 2016 were investigated using claims data from a German statutory health insurance fund. Concomitant diagnoses, medical prescriptions, hospitalisation and sick leave were analysed in the year prior to diagnosis and during a 3-year follow-up in comparison with age-matched and sex-matched controls (1) without autoimmune diseases and (2) with incident diabetes mellitus. Sensitivity analyses were performed excluding cases with additional autoimmune diagnoses and without prescription of antimalarials. Results Among 571 individuals with SLE, hypertension (48%), depression (30%), hyperlipidaemia (25%), osteoarthritis (25%) and osteoporosis (20%) were the most frequent comorbidities in 2016. Cerebrovascular disease was documented in 9.6%. The number of drugs (mean 9.6, ∆+6.2), hospitalisation (40%, ∆+27%) and days on sick leave (median 46 days, ∆+27 days) increased significantly in the first year with SLE diagnosis. Individuals with SLE were more frequently hospitalised and had more medications compared with both control groups (all p<0.001). The increase in comorbidity diagnoses was low in controls without autoimmune diseases, while controls with diabetes showed a more pronounced increase in cardiovascular risk factors, but less in osteoporosis and cerebrovascular disease. Sensitivity analyses showed comparable results. Conclusion Comorbidities are frequently detected at the time of diagnosis of SLE. High numbers of drug prescriptions and hospitalisation following SLE diagnosis reflect the comprehensive disease burden. The comparison with incident diabetes shows that differences with controls without autoimmune disease are overestimated by detection bias.
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Affiliation(s)
- Katinka Albrecht
- Epidemiology Unit, German Rheumatism Research Centre, Berlin, Germany
| | - Imke Redeker
- Epidemiology Unit, German Rheumatism Research Centre, Berlin, Germany
| | - Martin Aringer
- Division of Rheumatology, Department of Medicine III, University Medical Center and Faculty of Medicine Carl Gustav Carus at the TU Dresden, Dresden, Germany
| | - Ursula Marschall
- Institute for Health System Research, Barmer, Wuppertal, Germany
| | - Anja Strangfeld
- Epidemiology Unit, German Rheumatism Research Centre, Berlin, Germany
| | - Johanna Callhoff
- Epidemiology Unit, German Rheumatism Research Centre, Berlin, Germany.,Institute for Social Medicine, Epidemiology and Health Economics, Charité Universitätsmedizin, Berlin, Germany
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Ramkissoon CM, Güemes A, Vehi J. Overview of therapeutic applications of non-invasive vagus nerve stimulation: a motivation for novel treatments for systemic lupus erythematosus. Bioelectron Med 2021; 7:8. [PMID: 34030736 PMCID: PMC8145832 DOI: 10.1186/s42234-021-00069-5] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/12/2021] [Accepted: 04/28/2021] [Indexed: 02/07/2023] Open
Abstract
Systemic lupus erythematosus (SLE) is a chronic systemic autoimmune disorder that commonly affects the skin, joints, kidneys, and central nervous system. Although great progress has been made over the years, patients still experience unfavorable secondary effects from medications, increased economic burden, and higher mortality rates compared to the general population. To alleviate these current problems, non-invasive, non-pharmacological interventions are being increasingly investigated. One such intervention is non-invasive vagus nerve stimulation, which promotes the upregulation of the cholinergic anti-inflammatory pathway that reduces the activation and production of pro-inflammatory cytokines and reactive oxygen species, culpable processes in autoimmune diseases such as SLE. This review first provides a background on the important contribution of the autonomic nervous system to the pathogenesis of SLE. The gross and structural anatomy of the vagus nerve and its contribution to the inflammatory response are described afterwards to provide a general understanding of the impact of stimulating the vagus nerve. Finally, an overview of current clinical applications of invasive and non-invasive vagus nerve stimulation for a variety of diseases, including those with similar symptoms to the ones in SLE, is presented and discussed. Overall, the review presents neuromodulation as a promising strategy to alleviate SLE symptoms and potentially reverse the disease.
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Affiliation(s)
| | - Amparo Güemes
- Bio-Inspired Technology, Department of Electrical and Electronic Engineering, Imperial College London, South Kensington Campus, London, UK
| | - Josep Vehi
- Institut d’Informàtica i Aplicacions, Universitat de Girona, Girona, Spain
- Centro de Investigación Biomédica en Red de Diabetes y Enfermedades Metabólicas Asociadas (CIBERDEM), Madrid, Spain
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Forsythe A, Sandman K. What Does the Economic Burden of Acute Myeloid Leukemia Treatment Look Like for the Next Decade? An Analysis of Key Findings, Challenges and Recommendations. J Blood Med 2021; 12:245-255. [PMID: 33981169 PMCID: PMC8107010 DOI: 10.2147/jbm.s279736] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2021] [Accepted: 04/13/2021] [Indexed: 12/24/2022] Open
Abstract
Acute myeloid leukemia (AML) is conventionally treated with chemotherapy in eligible patients. Potentially curative regimens are associated with significant toxicity, and the major cost drivers in AML historically have been hospitalization and hematopoietic stem cell transplantation. The past several years have seen a dramatic increase in the number of treatment options, including oral therapies and drugs targeted to biological pathways implicated in AML. Major current and future drivers of cost in AML include hospitalization and medical costs, stem cell transplantation for eligible patients, and medication costs. It is likely that hospitalization and medical costs will decline as more AML treatment moves to the outpatient setting. Stem cell transplantation costs may increase, if more patients are eligible for improved procedures, although the overall cost of transplantation could decrease if new procedures reduce the need for hospitalization. Medication costs are likely to increase, with various branded drugs available and in development. From a broader perspective, another driver of cost is the proportion of patients with AML who can undergo treatment. Patients who may previously have been unable to tolerate chemotherapy are more likely to be treated with the range of less intensive, more tolerable options now available. The effectiveness of newer AML treatment options also suggests that, overall, there may be more patients staying alive and on treatment longer than in the past. While certain advances, such as increased use of oral and outpatient therapies, could potentially reduce costs, the overall economic impact of AML is likely to increase as more patients are eligible for novel therapies across several phases from induction to maintenance to relapsed/refractory disease. While these novel therapies have the potential to deliver value in the form of improved efficacy, safety, and convenience, payers will need to determine how to cover a longer, more complex AML treatment pathway.
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Birt JA, Wu J, Griffing K, Bello N, Princic N, Winer I, Lew CR, Costenbader KH. Corticosteroid dosing and opioid use are high in patients with SLE and remain elevated after belimumab initiation: a retrospective claims database analysis. Lupus Sci Med 2020; 7:e000435. [PMID: 33361460 PMCID: PMC7759957 DOI: 10.1136/lupus-2020-000435] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/05/2020] [Revised: 11/24/2020] [Accepted: 11/29/2020] [Indexed: 12/21/2022]
Abstract
OBJECTIVES To investigate corticosteroid and opioid use among patients with SLE and to examine the impact of belimumab initiation on the use of other SLE therapies. METHODS We identified adult patients with SLE (International Classification of Diseases, 9th Revision/10th Revision 710.0 and M32) between 1 January 2012 and 31 May 2018 (earliest SLE diagnosis=index date) within MarketScan administrative claims data. Patients were followed from index date for a minimum of 12 months and until the earlier of disenrolment in their health plan or study end (31 May 2018). Corticosteroid utilisation, corticosteroid dose (in prednisone equivalents) and opioid utilisation (overall, by strength (weak, strong) and by duration (chronic use defined as >90 days of cumulative drug supply)) were measured during follow-up. Oral corticosteroid and opioid use were compared in the 6 months before and after initiation of belimumab. RESULTS There were 49 413 patients with SLE eligible for analysis (mean (SD) age: 50.1 (14.0) years, 90.2% female). Of these, 68.5% received corticosteroids, and the average number of prescriptions was 4.59 (4.11) over the first 12 months of follow-up. Among patients with oral corticosteroids, average daily dose was 19.4 (14.2) mg and 59.6% had an average daily dose of ≥15 mg. Half (52.6%) had at least one opioid prescription and of these, 34.6% had chronic use over the first 12 months of follow-up. Among patients initiating belimumab during follow-up (n=1710), oral corticosteroid use decreased by 9.1% (p=0.001), and average daily dose decreased from 14.5 (18.4) mg to 11.9 (18.0) mg (p<0.001) in the 6 months after initiation compared with the 6 months prior. Initiation of belimumab had no impact on prevalence of opioid use. CONCLUSIONS A high proportion of patients with SLE are treated with corticosteroids to control SLE and opioid therapy to manage chronic pain. While there was no change in opioid use, oral corticosteroid use and dose intensity decreased following initiation of belimumab.
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Affiliation(s)
- Julie A Birt
- Eli Lilly and Company, Indianapolis, Indiana, USA
| | - Jianmin Wu
- Eli Lilly and Company, Indianapolis, Indiana, USA
| | | | | | | | | | | | - Karen H Costenbader
- Department of Medicine, Brigham and Women's Hospital, Boston, Massachusetts, USA
- Harvard Medical School, Boston, Massachusetts, USA
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Murimi-Worstell IB, Lin DH, Kan H, Tierce J, Wang X, Nab H, Desta B, Alexander GC, Hammond ER. Healthcare Utilization and Costs of Systemic Lupus Erythematosus by Disease Severity in the United States. J Rheumatol 2020; 48:385-393. [PMID: 32611669 DOI: 10.3899/jrheum.191187] [Citation(s) in RCA: 37] [Impact Index Per Article: 7.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 06/11/2020] [Indexed: 02/06/2023]
Abstract
OBJECTIVE To quantify healthcare utilization and costs by disease severity for patients with systemic lupus erythematosus (SLE) in the United States. METHODS We conducted descriptive analyses of Humedica electronic health record (EHR) data from 2011 to 2015 (utilization analysis) and integrated Optum administrative claims/Humedica EHR data from 2012 to 2015 (cost analysis) for patients with SLE. All-cause utilization outcomes examined were hospitalizations, outpatient visits, emergency department (ED) visits, and prescription drug use. Analyses of costs stratified by disease severity were limited to patients enrolled in an Optum-participating health insurance plan for ≥ 1 year after the earliest observed SLE diagnosis date. Costs were converted to 2016 US dollars (US$). RESULTS Healthcare utilization was evaluated in 17,257 patients with SLE. Averaged over the 2011-2015 study period, 13.7% of patients had ≥ 1 hospitalization per year, 25.7% had ≥ 1 ED visit, and 94.4% had ≥ 1 outpatient visit. Utilization patterns were generally similar across each year studied. Annually, 88.0% of patients had ≥ 1 prescription, including 1.3% who used biologics. Biologic treatment doubled between 2011 (0.7%) and 2015 (1.4%). Cost analyses included 397 patients. From 2012 to 2015, patients with severe SLE had mean annual costs of $52,951, compared with $28,936 and $21,052 for patients with moderate and mild SLE, respectively. Patients with severe SLE had increased costs in all service categories: inpatient, ED, clinic/office visits, and pharmacy. CONCLUSION Patients from the US with SLE, especially individuals with moderate or severe disease, utilize significant healthcare resources and incur high medical costs.
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Affiliation(s)
- Irene B Murimi-Worstell
- I.B. Murimi-Worstell, PhD, D.H. Lin, MHS, H. Kan, PhD, J. Tierce, CPhil, G.C. Alexander, MD, MS, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, USA
| | - Dora H Lin
- I.B. Murimi-Worstell, PhD, D.H. Lin, MHS, H. Kan, PhD, J. Tierce, CPhil, G.C. Alexander, MD, MS, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, USA
| | - Hong Kan
- I.B. Murimi-Worstell, PhD, D.H. Lin, MHS, H. Kan, PhD, J. Tierce, CPhil, G.C. Alexander, MD, MS, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, USA
| | - Jonothan Tierce
- I.B. Murimi-Worstell, PhD, D.H. Lin, MHS, H. Kan, PhD, J. Tierce, CPhil, G.C. Alexander, MD, MS, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, USA
| | - Xia Wang
- X. Wang, PhD, B. Desta, MBA, E.R. Hammond, MD, PhD, MPH, AstraZeneca, Gaithersburg, Maryland, USA
| | - Henk Nab
- H. Nab, MD, PhD, AstraZeneca, Cambridge, UK
| | - Barnabas Desta
- X. Wang, PhD, B. Desta, MBA, E.R. Hammond, MD, PhD, MPH, AstraZeneca, Gaithersburg, Maryland, USA
| | - G Caleb Alexander
- I.B. Murimi-Worstell, PhD, D.H. Lin, MHS, H. Kan, PhD, J. Tierce, CPhil, G.C. Alexander, MD, MS, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, USA
| | - Edward R Hammond
- X. Wang, PhD, B. Desta, MBA, E.R. Hammond, MD, PhD, MPH, AstraZeneca, Gaithersburg, Maryland, USA;
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Abstract
INTRODUCTION Systemic lupus erythematosus (SLE) is an autoimmune disorder that affects almost every organ system and it is treated with immunomodulation and immunosuppression. SLE patients have an intrinsically dysfunctional immune system which is exacerbated by disease activity and leaves them vulnerable to infection. Treatment with immunosuppression increases susceptibility to infection, while hydroxychloroquine use decreases this risk. Infectious diseases are a leading cause of hospitalization and death. AREAS COVERED This narrative review provides an overview of recent epidemiology and predictors of infections in SLE, delineates the risk of infection by therapeutic agent, and provides suggestions for risk mitigation. Articles were selected from Pubmed searches conducted between September 2019 and January 2020. EXPERT OPINION Despite the large burden of infection, effective and safe preventative care such as universal hydroxychloroquine use and vaccination are underutilized. Future efforts should be directed to quality improvement, glucocorticoid reduction, and validation of risk indices that identify patients at the highest risk of infection.
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Affiliation(s)
- Megan R W Barber
- Division of Rheumatology, University of Calgary , Calgary, Alberta, Canada
| | - Ann E Clarke
- Division of Rheumatology, University of Calgary , Calgary, Alberta, Canada
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