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Kip MMA, de Roock S, van den Berg I, Currie G, Marshall DA, Grazziotin LR, Twilt M, Yeung RSM, Benseler SM, Vastert SJ, Wulffraat N, Swart JF, IJzerman MJ. Costs of Hospital-Associated Care for Patients With Juvenile Idiopathic Arthritis in the Dutch Health Care System. Arthritis Care Res (Hoboken) 2022; 74:1585-1592. [PMID: 33938161 PMCID: PMC9796352 DOI: 10.1002/acr.24621] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2020] [Revised: 03/23/2021] [Accepted: 04/08/2021] [Indexed: 01/01/2023]
Abstract
OBJECTIVE The aim of this study was to quantify costs of hospital-associated care for juvenile idiopathic arthritis (JIA), provide insights in patient-level variation in costs, and investigate costs over time from the moment of JIA diagnosis. Results were reported for all JIA patients in general and by subtype. METHODS: This study was a single-center, retrospective analysis of prospective data from electronic medical records of children with JIA, ages 0-18 years, between April 1, 2011 and March 31, 2019. Patient characteristics (age, sex, JIA subtype) and hospital-based resource use (consultations, medication, radiology procedures, laboratory testing, surgeries, emergency department [ED] visits, hospital stays) were extracted and analyzed. Unit prices were obtained from Dutch reimbursement lists and pharmaceutical and hospital list prices. RESULTS The analysis included 691 patients. The mean total cost of hospital care was €3,784/patient/year, of which €2,103 (55.6%) was attributable to medication. Other costs involved pediatric rheumatologist visits (€633/patient/year [16.7%]), hospital stays (€439/patient/year [11.6%]), other within-hospital specialist visits (€324/patient/year [8.6%]), radiology procedures (€119/patient/year [3.1%]), laboratory tests (€114/patient/year [3.0%]), surgeries (€46/patient/year [1.2%]), and ED visits (€6/patient/year [0.2%]). Mean annual total costs varied between JIA subtypes and between individuals and were the highest for systemic JIA (€7,772/patient/year). Over the treatment course, costs were the highest in the first month after JIA diagnosis. CONCLUSION Hospital care costs of JIA vary substantially between individuals, between subtypes, and over the treatment course. The highest annual costs were for systemic JIA, primarily attributable to medication (i.e., biologics). Costs of other hospital-associated care were comparable regardless of subtype.
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Affiliation(s)
- Michelle M. A. Kip
- Wilhelmina Children's Hospital, Utrecht, The Netherlands, and University of TwenteEnschedeThe Netherlands
| | - Sytze de Roock
- Wilhelmina Children's Hospital and Utrecht UniversityUtrechtThe Netherlands
| | | | | | | | | | | | | | | | | | - Nico Wulffraat
- Wilhelmina Children's Hospital and Utrecht UniversityUtrechtThe Netherlands
| | - Joost F. Swart
- Wilhelmina Children's Hospital and Utrecht UniversityUtrechtThe Netherlands
| | - Maarten J. IJzerman
- University of Twente, Enschede, The Netherlands, and University of MelbourneMelbourneAustralia
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Kip MMA, de Roock S, Currie G, Marshall DA, Grazziotin LR, Twilt M, Yeung RSM, Benseler SM, Vastert SJ, Wulffraat N, Swart JF, IJzerman MJ. Pharmacological treatment patterns in patients with juvenile idiopathic arthritis in the Netherlands: a real-world data analysis. Rheumatology (Oxford) 2022; 62:SI170-SI180. [PMID: 35583252 PMCID: PMC9949706 DOI: 10.1093/rheumatology/keac299] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2022] [Revised: 05/07/2022] [Accepted: 05/07/2022] [Indexed: 11/15/2022] Open
Abstract
OBJECTIVE To investigate medication prescription patterns among children with JIA, including duration, sequence and reasons for medication discontinuation. METHODS This study is a single-centre, retrospective analysis of prospective data from the electronic medical records of JIA patients receiving systemic therapy aged 0-18 years between 1 April 2011 and 31 March 2019. Patient characteristics (age, gender, JIA subtype) and medication prescriptions were extracted and analysed using descriptive statistics, Sankey diagrams and Kaplan-Meier survival methods. RESULTS Over a median of 4.2 years follow-up, the 20 different medicines analysed were prescribed as monotherapy (n = 15) or combination therapy (n = 48 unique combinations) among 236 patients. In non-systemic JIA, synthetic DMARDs were prescribed to almost all patients (99.5%), and always included MTX. In contrast, 43.9% of non-systemic JIA patients received a biologic DMARD (mostly adalimumab or etanercept), ranging from 30.9% for oligoarticular persistent ANA-positive JIA, to 90.9% for polyarticular RF-positive JIA. Among systemic JIA, 91.7% received a biologic DMARD (always including anakinra). When analysing medication prescriptions according to their class, 32.6% involved combination therapy. In 56.8% of patients, subsequent treatment lines were initiated after unsuccessful first-line treatment, resulting in 68 unique sequences. Remission was the most common reason for DMARD discontinuation (44.7%), followed by adverse events (28.9%) and ineffectiveness (22.1%). CONCLUSION This paper reveals the complexity of pharmacological treatment in JIA, as indicated by: the variety of mono- and combination therapies prescribed, substantial variation in medication prescriptions between subtypes, most patients receiving two or more treatment lines, and the large number of unique treatment sequences.
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Affiliation(s)
- Michelle M A Kip
- Department of Health Technology and Services Research, Faculty of Behavioural, Management and Social Sciences, Technical Medical Centre, University of Twente, Enschede,Department of Pediatric Rheumatology, Division of Paediatrics, University Medical Center Utrecht, Wilhelmina Children’s Hospital, Utrecht
| | - Sytze de Roock
- Department of Pediatric Rheumatology, Division of Paediatrics, University Medical Center Utrecht, Wilhelmina Children’s Hospital, Utrecht,Faculty of Medicine, Utrecht University, Utrecht, The Netherlands
| | - Gillian Currie
- Department of Community Health Sciences,Department of Paediatrics, Cumming School of Medicine,Alberta Children’s Hospital Research Institute,Department of Medicine
| | - Deborah A Marshall
- Department of Community Health Sciences,Alberta Children’s Hospital Research Institute,Department of Medicine
| | | | - Marinka Twilt
- Alberta Children’s Hospital Research Institute,Division of Rheumatology, Department of Pediatrics, Alberta Children’s Hospital, Cumming School of Medicine, University of Calgary, Calgary, Alberta
| | - Rae S M Yeung
- Division of Rheumatology, The Hospital for Sick Children, Department of Paediatrics, Immunology and Institute of Medical Science, University of Toronto, Toronto, Ontario, Canada
| | - Susanne M Benseler
- Alberta Children’s Hospital Research Institute,Division of Rheumatology, Department of Pediatrics, Alberta Children’s Hospital, Cumming School of Medicine, University of Calgary, Calgary, Alberta
| | - Sebastiaan J Vastert
- Department of Pediatric Rheumatology, Division of Paediatrics, University Medical Center Utrecht, Wilhelmina Children’s Hospital, Utrecht,Faculty of Medicine, Utrecht University, Utrecht, The Netherlands,European Reference Network RITA (rare Immunodeficiency Autoinflammatory and Autoimmune Diseases Network)
| | - Nico Wulffraat
- Department of Pediatric Rheumatology, Division of Paediatrics, University Medical Center Utrecht, Wilhelmina Children’s Hospital, Utrecht,Faculty of Medicine, Utrecht University, Utrecht, The Netherlands,European Reference Network RITA (rare Immunodeficiency Autoinflammatory and Autoimmune Diseases Network)
| | | | - Maarten J IJzerman
- Correspondence to: Maarten J. IJzerman, Department of Health Technology and Services Research, Faculty of Behavioural, Management and Social Sciences, Technical Medical Centre, University of Twente, PO Box 217, 7500 AE Enschede, The Netherlands. E-mail:
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Funk RS, Becker ML. Metabolomic Profiling Identifies Exogenous and Microbiota-Derived Metabolites as Markers of Methotrexate Efficacy in Juvenile Idiopathic Arthritis. Front Pharmacol 2021; 12:768599. [PMID: 34955838 PMCID: PMC8695929 DOI: 10.3389/fphar.2021.768599] [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: 08/31/2021] [Accepted: 11/18/2021] [Indexed: 11/13/2022] Open
Abstract
Variability in methotrexate (MTX) efficacy represents a barrier to early and effective disease control in the treatment of juvenile idiopathic arthritis (JIA). This work seeks to understand the impact of MTX on the plasma metabolome and to identify metabolic biomarkers of MTX efficacy in a prospective cohort of children with JIA. Plasma samples from a cohort of children with JIA (n = 30) collected prior to the initiation of MTX and after 3 months of therapy were analyzed using a semi-targeted global metabolomic platform detecting 673 metabolites across a diversity of biochemical classes. Disease activity was measured using the 71-joint count juvenile arthritis disease activity score (JADAS-71) and clinical response to MTX was based on achievement of ACR Pedi 70 response. Metabolomic analysis identified 50 metabolites from diverse biochemical classes that were altered following the initiation of MTX (p < 0.05) with 15 metabolites reaching a false-discovery rate adjusted p-value (q-value) of less than 0.05. Enrichment analysis identified a class-wide reduction in unsaturated triglycerides following initiation of MTX (q = 0.0009). Twelve of the identified metabolites were significantly associated with disease activity by JADAS-71. Reductions in three metabolites were found to be associated with clinical response by ACR Pedi 70 response criteria and represented several microbiota and exogenously derived metabolites including: dehydrocholic acid, biotin, and 4-picoline. These findings support diverse metabolic changes following initiation of MTX in children with JIA and identify metabolites associated with microbial metabolism and exogenous sources associated with MTX efficacy.
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Affiliation(s)
- Ryan Sol Funk
- Department of Pharmacy Practice, University of Kansas Medical Center, Kansas City, KS, United States
| | - Mara L Becker
- Department of Pediatrics, Division of Rheumatology, Duke University School of Medicine, Durham, NC, United States
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Salamoun YM, Polireddy K, Cho YK, Medcalf MR, Funk RS. Methotrexate Disposition, Anti-Folate Activity, and Metabolomic Profiling to Identify Molecular Markers of Disease Activity and Drug Response in the Collagen-Induced Arthritis Mouse Model. Metabolites 2021; 12:metabo12010024. [PMID: 35050146 PMCID: PMC8780148 DOI: 10.3390/metabo12010024] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2021] [Revised: 12/21/2021] [Accepted: 12/22/2021] [Indexed: 01/02/2023] Open
Abstract
Methotrexate (MTX) is widely used in the treatment of autoimmune arthritis but is limited by its unpredictable and variable response profile. Currently, no biomarkers exist to predict or monitor early therapeutic responses to MTX. Using a collagen-induced arthritis (CIA) mouse model, this study aimed to identify biochemical pathways and biomarkers associated with MTX efficacy in autoimmune arthritis. Following arthritis disease induction, DBA/1J mice were treated with subcutaneous MTX (20 mg/kg/week) and disease activity was assessed based on disease activity scores (DAS) and paw volume (PV) measurements. Red blood cell (RBC) and plasma samples were collected at the end of the study and were assessed for folate and MTX content. Plasma samples were analyzed by semitargeted global metabolomic profiling and analyzed by univariate and multivariate analysis. Treatment with MTX was associated with significant reductions in disease activity based on both DAS (p = 0.0006) and PV (p = 0.0006). MTX therapy resulted in significant reductions in 5-methyltetrahydrofolate (5mTHF) levels in plasma (p = 0.02) and RBCs (p = 0.001). Reductions in both RBC and plasma 5mTHF were associated with lower DAS (p = 0.0007, p = 0.01, respectively) and PV (p = 0.001, p = 0.005, respectively). Increases in RBC MTX were associated with lower DAS (p = 0.003) but not PV (p = 0.23). Metabolomic analysis identified N-methylisoleucine (NMI) and quinolone as metabolites significantly altered in disease mice, which were corrected towards healthy control levels in mice treated with MTX. Reductions in plasma NMI were associated with lower DAS (p = 0.0002) and PV (p = 9.5 × 10-6). Increases in plasma quinolone were associated with lower DAS (p = 0.02) and PV (p = 0.01). Receiver-operating characteristic curve analysis identified plasma NMI (AUC = 1.00, p = 2.4 × 10-8), RBC 5mTHF (AUC = 0.99, p = 2.4 × 10-5), and plasma quinolone (AUC = 0.89, p = 0.01) as top discriminating metabolites of MTX treatment. Our data support a relationship between MTX efficacy and its effect on circulating folates and identified 5mTHF, NMI, and quinolone as potential therapeutic biomarkers of disease activity and MTX response in the CIA mouse model of autoimmune arthritis.
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Affiliation(s)
- Yezan M. Salamoun
- Department of Pharmacy Practice, University of Kansas Medical Center, Kansas City, KS 66160, USA; (K.P.); (Y.K.C.); (M.R.M.)
- Correspondence: (Y.M.S.); (R.S.F.); Tel.: +1-913-945-6904 (Y.M.S. & R.S.F.)
| | - Kishore Polireddy
- Department of Pharmacy Practice, University of Kansas Medical Center, Kansas City, KS 66160, USA; (K.P.); (Y.K.C.); (M.R.M.)
| | - Yu Kyoung Cho
- Department of Pharmacy Practice, University of Kansas Medical Center, Kansas City, KS 66160, USA; (K.P.); (Y.K.C.); (M.R.M.)
| | - Matthew R. Medcalf
- Department of Pharmacy Practice, University of Kansas Medical Center, Kansas City, KS 66160, USA; (K.P.); (Y.K.C.); (M.R.M.)
| | - Ryan S. Funk
- Department of Pharmacy Practice, University of Kansas Medical Center, Kansas City, KS 66160, USA; (K.P.); (Y.K.C.); (M.R.M.)
- Department of Pharmacology, Toxicology and Therapeutics, University of Kansas Medical Center, Kansas City, KS 66160, USA
- Correspondence: (Y.M.S.); (R.S.F.); Tel.: +1-913-945-6904 (Y.M.S. & R.S.F.)
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Plasma Metabolome Normalization in Rheumatoid Arthritis Following Initiation of Methotrexate and the Identification of Metabolic Biomarkers of Efficacy. Metabolites 2021; 11:metabo11120824. [PMID: 34940582 PMCID: PMC8706490 DOI: 10.3390/metabo11120824] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2021] [Revised: 11/22/2021] [Accepted: 11/24/2021] [Indexed: 12/12/2022] Open
Abstract
Methotrexate (MTX) efficacy in the treatment of rheumatoid arthritis (RA) is variable and unpredictable, resulting in a need to identify biomarkers to guide drug therapy. This study evaluates changes in the plasma metabolome associated with response to MTX in RA with the goal of understanding the metabolic basis for MTX efficacy towards the identification of potential metabolic biomarkers of MTX response. Plasma samples were collected from healthy control subjects (n = 20), and RA patients initiating MTX therapy (n = 20, 15 mg/week) before and after 16 weeks of treatment. The samples were analyzed by a semi-targeted metabolomic analysis, and then analyzed by univariate and multivariate methods, as well as an enrichment analysis. An MTX response was defined as a clinically significant reduction in the disease activity score in 28 joints (DAS-28) of greater than 1.2; achievement of clinical remission, defined as a DAS-28 < 2.6, was also utilized as an additional measure of response. In this study, RA is associated with an altered plasma metabolome that is normalized following initiation of MTX therapy. Metabolite classes found to be altered in RA and corrected by MTX therapy were diverse and included triglycerides (p = 1.1 × 10−16), fatty acids (p = 8.0 × 10−12), and ceramides (p = 9.8 × 10−13). Stratification based on responses to MTX identified various metabolites differentially impacted in responders and non-responders including glucosylceramides (GlcCer), phosphatidylcholines (PC), sphingomyelins (SM), phosphatidylethanolamines (PE), choline, inosine, hypoxanthine, guanosine, nicotinamide, and itaconic acid (p < 0.05). In conclusion, RA is associated with significant alterations to the plasma metabolome displaying at least partial normalization following 16 weeks of MTX therapy. Changes in multiple metabolites were found to be associated with MTX efficacy, including metabolites involved in fatty acid/lipid, nucleotide, and energy metabolism.
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Minden K, Klotsche J. Transition Between Treatments: What We Need to Know. J Rheumatol 2021; 48:1198-1200. [PMID: 33858980 DOI: 10.3899/jrheum.201331] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Affiliation(s)
- Kirsten Minden
- K. Minden, MD, Epidemiology Unit, German Rheumatism Research Center Berlin, a Leibniz Institute, and Department of Rheumatology and Clinical Immunology, Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Berlin;
| | - Jens Klotsche
- J. Klotsche, PhD, Epidemiology Unit, German Rheumatism Research Center Berlin, a Leibniz Institute, Berlin, Germany
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7
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Kip MMA, de Roock S, Currie G, Marshall DA, Grazziotin LR, Twilt M, Yeung RSM, Benseler SM, Schreijer MA, Vastert SJ, Wulffraat N, van Royen-Kerkhof A, Swart JF, IJzerman MJ. Costs of medication use among patients with juvenile idiopathic arthritis in the Dutch healthcare system. Expert Rev Pharmacoecon Outcomes Res 2020; 21:975-984. [PMID: 33243033 DOI: 10.1080/14737167.2021.1857241] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
Abstract
Background: This study aims to quantify medication costs in juvenile idiopathic arthritis (JIA), based on subtype.Research design and methods: This study is a single-center, retrospective analysis of prospective data from electronic medical records of JIA patients, aged 0-18 years between 1 April 2011 and 31 March 2019. Patient characteristics (age, gender, subtype) and medication use were extracted. Medication use and costs were reported as: 1) mean total annual costs; 2) between-patient heterogeneity in these costs; 3) duration of medication use; and, 4) costs over the treatment course.Results: The analysis included 691 patients. Mean total medication costs were €2,103/patient/year, including €1,930/patient/year (91.8%) spent on biologicals. Costs varied considerably between subtypes, with polyarticular rheumatoid-factor positive and systemic JIA patients having the highest mean costs (€5,020/patient/year and €4,790/patient/year, respectively). Mean annual medication costs over the patient's treatment course ranged from <€1,000/year (71.1% of patients) to >€11,000/year (2.5% of patients). Etanercept and adalimumab were the most commonly used biologicals. Cost fluctuations over the treatment course were primarily attributable to biological use.Conclusions: Polyarticular rheumatoid-factor positive and systemic JIA patients had the highest mean total annual medication costs, primarily attributable to biologicals. Costs varied considerably between subtypes, individuals, and over the treatment course.
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Affiliation(s)
- Michelle M A Kip
- Department of Health Technology and Services Research, Faculty of Behavioural, Management and Social Sciences, Technical Medical Centre, University of Twente, Enschede, The Netherlands.,UCAN CAN-DU network (Canada-Netherlands Personalized Medicine Network in Childhood Arthritis and Rheumatic Diseases)
| | - Sytze de Roock
- UCAN CAN-DU network (Canada-Netherlands Personalized Medicine Network in Childhood Arthritis and Rheumatic Diseases).,Department of Pediatric Rheumatology, Division of Paediatrics, University Medical Center Utrecht, Wilhelmina Children's Hospital, Utrecht, The Netherlands.,Faculty of Medicine, Utrecht University, Utrecht, The Netherlands
| | - Gillian Currie
- UCAN CAN-DU network (Canada-Netherlands Personalized Medicine Network in Childhood Arthritis and Rheumatic Diseases).,Department of Community Health Sciences, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada.,Department of Paediatrics, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada.,Alberta Children's Hospital Research Institute, University of Calgary, Calgary, Alberta, Canada
| | - Deborah A Marshall
- UCAN CAN-DU network (Canada-Netherlands Personalized Medicine Network in Childhood Arthritis and Rheumatic Diseases).,Department of Community Health Sciences, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada.,Alberta Children's Hospital Research Institute, University of Calgary, Calgary, Alberta, Canada.,Department of Medicine, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Luiza R Grazziotin
- UCAN CAN-DU network (Canada-Netherlands Personalized Medicine Network in Childhood Arthritis and Rheumatic Diseases).,Department of Community Health Sciences, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Marinka Twilt
- UCAN CAN-DU network (Canada-Netherlands Personalized Medicine Network in Childhood Arthritis and Rheumatic Diseases).,Alberta Children's Hospital Research Institute, University of Calgary, Calgary, Alberta, Canada.,Division of Rheumatology, Department of Pediatrics, Alberta Children's Hospital, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Rae S M Yeung
- UCAN CAN-DU network (Canada-Netherlands Personalized Medicine Network in Childhood Arthritis and Rheumatic Diseases).,Division of Rheumatology, the Hospital for Sick Children, Department of Paediatrics, Immunology and Institute of Medical Science, University of Toronto, Toronto, Ontario, Canada
| | - Susanne M Benseler
- UCAN CAN-DU network (Canada-Netherlands Personalized Medicine Network in Childhood Arthritis and Rheumatic Diseases).,Alberta Children's Hospital Research Institute, University of Calgary, Calgary, Alberta, Canada.,Division of Rheumatology, Department of Pediatrics, Alberta Children's Hospital, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Maud A Schreijer
- Department of Health Technology and Services Research, Faculty of Behavioural, Management and Social Sciences, Technical Medical Centre, University of Twente, Enschede, The Netherlands
| | - Sebastiaan J Vastert
- UCAN CAN-DU network (Canada-Netherlands Personalized Medicine Network in Childhood Arthritis and Rheumatic Diseases).,Department of Pediatric Rheumatology, Division of Paediatrics, University Medical Center Utrecht, Wilhelmina Children's Hospital, Utrecht, The Netherlands.,Faculty of Medicine, Utrecht University, Utrecht, The Netherlands.,European Reference Network RITA (Rare Immunodeficiency Autoinflammatory and Autoimmune Diseases Network)
| | - Nico Wulffraat
- UCAN CAN-DU network (Canada-Netherlands Personalized Medicine Network in Childhood Arthritis and Rheumatic Diseases).,Department of Pediatric Rheumatology, Division of Paediatrics, University Medical Center Utrecht, Wilhelmina Children's Hospital, Utrecht, The Netherlands.,Faculty of Medicine, Utrecht University, Utrecht, The Netherlands.,European Reference Network RITA (Rare Immunodeficiency Autoinflammatory and Autoimmune Diseases Network)
| | - Annet van Royen-Kerkhof
- UCAN CAN-DU network (Canada-Netherlands Personalized Medicine Network in Childhood Arthritis and Rheumatic Diseases).,Department of Pediatric Rheumatology, Division of Paediatrics, University Medical Center Utrecht, Wilhelmina Children's Hospital, Utrecht, The Netherlands.,Faculty of Medicine, Utrecht University, Utrecht, The Netherlands.,European Reference Network RITA (Rare Immunodeficiency Autoinflammatory and Autoimmune Diseases Network)
| | - Joost F Swart
- UCAN CAN-DU network (Canada-Netherlands Personalized Medicine Network in Childhood Arthritis and Rheumatic Diseases).,Department of Pediatric Rheumatology, Division of Paediatrics, University Medical Center Utrecht, Wilhelmina Children's Hospital, Utrecht, The Netherlands.,Faculty of Medicine, Utrecht University, Utrecht, The Netherlands.,European Reference Network RITA (Rare Immunodeficiency Autoinflammatory and Autoimmune Diseases Network)
| | - Maarten J IJzerman
- Department of Health Technology and Services Research, Faculty of Behavioural, Management and Social Sciences, Technical Medical Centre, University of Twente, Enschede, The Netherlands.,UCAN CAN-DU network (Canada-Netherlands Personalized Medicine Network in Childhood Arthritis and Rheumatic Diseases).,University of Melbourne, Melbourne School of Population and Global Health, Parkville, Melbourne, Australia
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Doya LJ, Bijow FW, Dayoub A. Juvenile idiopathic arthritis in a premature baby: rare case report. Oxf Med Case Reports 2020; 2020:omaa100. [PMID: 33269084 PMCID: PMC7685014 DOI: 10.1093/omcr/omaa100] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2020] [Revised: 06/23/2020] [Accepted: 09/08/2020] [Indexed: 11/14/2022] Open
Abstract
ABSTRACTJuvenile idiopathic arthritis (JIA) is chronic arthritis in children and adolescents. It is clinically diagnosed, which includes children under the age of 16 with arthritis for at least six weeks. Cases younger than six months of age are extremely rare. Here we report a rare case in the literature about Juvenile idiopathic arthritis in a premature baby, presenting at 21 days of age. The diagnosis was made according to clinical symptoms, laboratory analyses and duration of disease.
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Affiliation(s)
- Leen Jamel Doya
- Department of Pediatrics, Tishreen University Hospital, Lattakia, Syria
| | | | - Adnan Dayoub
- Department of Pediatrics, Tishreen University Hospital, Lattakia, Syria
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9
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Funk RS, Singh RK, Becker ML. Metabolomic Profiling to Identify Molecular Biomarkers of Cellular Response to Methotrexate In Vitro. Clin Transl Sci 2020; 13:137-146. [PMID: 31651077 PMCID: PMC6951846 DOI: 10.1111/cts.12694] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2019] [Accepted: 08/06/2019] [Indexed: 01/21/2023] Open
Abstract
Variation in methotrexate (MTX) efficacy represents a significant barrier to early and effective disease control in the treatment of autoimmune arthritis. We hypothesize that the utilization of metabolomic techniques will allow for an improved understanding of the biochemical basis for the pharmacological activity of MTX, and can promote the identification and evaluation of novel molecular biomarkers of MTX response. In this work, erythroblastoid cells were exposed to MTX at the physiologic concentration of 1,000 nM and analyzed using three metabolomic platforms to give a broad spectrum of cellular metabolites. MTX pharmacological activity, defined as cellular growth inhibition, was associated with an altered cellular metabolomic profile based on the analysis of 724 identified metabolites. By discriminant analysis, MTX treatment was associated with increases in ketoisovaleric acid, fructose, galactose, and 2-deoxycytidine, and corresponding reductions in 2-deoxyuridine, phosphatidylinositol 32:0, orotic acid, and inosine monophosphate. Inclusion of data from analysis of folate metabolism in combination with chemometric and metabolic network analysis demonstrated that MTX treatment is associated with dysregulated folate metabolism and nucleotide biosynthesis, which is in line with its known mechanism of action. However, MTX treatment was also associated with alterations in a diversity of metabolites, including intermediates of amino acid, carbohydrate, and lipid metabolism. Collectively, these findings support a robust metabolic response following exposure to physiologic concentrations of MTX. They also identify various metabolic intermediates that are associated with the pharmacological activity of MTX, and are, therefore, potential molecular biomarker candidates in future preclinical and clinical studies of MTX efficacy in autoimmune arthritis.
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Affiliation(s)
- Ryan S. Funk
- Department of Pharmacy PracticeMedical CenterUniversity of KansasKansas CityKansasUSA
| | - Rakesh K. Singh
- Department of Pharmacy PracticeMedical CenterUniversity of KansasKansas CityKansasUSA
| | - Mara L. Becker
- Division of RheumatologyDepartment of PediatricsDuke Children's HospitalDurhamNorth CarolinaUSA
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10
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Methotrexate disposition, anti-folate activity and efficacy in the collagen-induced arthritis mouse model. Eur J Pharmacol 2019; 853:264-274. [PMID: 30951714 DOI: 10.1016/j.ejphar.2019.03.052] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2018] [Revised: 03/27/2019] [Accepted: 03/28/2019] [Indexed: 11/20/2022]
Abstract
Methotrexate (MTX) efficacy in autoimmune arthritis is variable and unpredictable resulting in the need for the identification of biomarkers to guide drug therapy. This study utilizes the collagen-induced arthritis mouse model to investigate erythrocyte MTX disposition and anti-folate activity as biochemical markers of efficacy in autoimmune arthritis. Following induction of arthritis, DBA/1J mice were treated with once-weekly subcutaneous MTX at varying doses over a period of 40 days. At the completion of the study tissue samples were analyzed for MTX and folate content and assessed for their relationship with MTX efficacy. MTX treatment resulted in a reduction in disease activity that was variable and dose-dependent. Erythrocyte accumulation of MTX and its polyglutamate metabolites were dose proportionate, however, polyglutamate metabolites represented a mean ± S.E.M. of 8.9 ± 0.4% of total erythrocyte MTX, which is markedly lower than previously observed in humans and failed to display any significant association with MTX efficacy. MTX treatment resulted in reductions in erythrocyte 5-methyl-tetrahydrofolate (5mTHF) levels that were similar to those previously observed in human studies. Disease induction was associated with a decrease in liver 5mTHF and increased formyl-tetrahydrofolate (fTHF) that was normalized in MTX treated mice. MTX efficacy was associated with reductions in erythrocyte 5mTHF (P = 0.04) and increases in liver 5mTHF (P = 0.0001). Together, these findings demonstrate a relationship between alterations in tissue folate levels and MTX efficacy, and supports erythrocyte levels of 5mTHF as a marker of MTX efficacy in autoimmune arthritis.
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Funk RS, Chan MA, Becker ML. Cytokine Biomarkers of Disease Activity and Therapeutic Response after Initiating Methotrexate Therapy in Patients with Juvenile Idiopathic Arthritis. Pharmacotherapy 2018; 37:700-711. [PMID: 28475276 DOI: 10.1002/phar.1938] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
Abstract
STUDY OBJECTIVE To evaluate the relationship between plasma cytokine levels with disease activity and therapeutic response in patients with juvenile idiopathic arthritis (JIA) after initiating methotrexate (MTX) therapy. DESIGN Single-center observational prospective cohort study. SETTING Outpatient pediatric rheumatology clinic at a tertiary care academic pediatric hospital. PATIENTS The study included 61 patients diagnosed with JIA who started therapy with standard-dose MTX 15 mg/m2 /week. At 3 months, treating physicians were given the option of maintaining the MTX dose, increasing the MTX dose, or adding etanercept (ETN), based on their clinical judgment. MEASUREMENTS AND MAIN RESULTS Patients were evaluated at baseline, 3 months (51 patients), and 6 months (35 patients). Plasma samples from each visit were analyzed for interleukin (IL)-1α, IL-1β, IL-1Ra, IL-6, and tumor necrosis factor-α (TNF-α). Cytokine concentrations were evaluated for relationships with disease activity using the 71-joint count Juvenile Arthritis Disease Activity Score (JADAS). Therapeutic response was assessed by changes in JADAS. Failure to respond to standard-dose MTX was defined as the need for the addition of ETN or a MTX dose increase at or before the 3-month visit. Increased disease severity at baseline was associated with increased IL-6 (p=0.01) and TNF-α (p=0.008) levels. Initiation of MTX was associated with reductions in IL-1α (p=0.009), IL-1β (p=0.01), IL-1Ra (p=0.007), and IL-6 (p=0.03) levels; however, reductions in JADAS were only associated with reductions in IL-6 (p=0.009) and TNF-α levels (p=0.02). Compared with responders, patients failing to respond to standard-dose MTX had increased TNF-α levels at baseline (p=0.02) and at 3 months (p=0.005). Reductions in JADAS by 6 months were observed following either the addition of ETN (p=0.009) or an increase in MTX dose (p=0.007), but the addition of ETN was associated with a median 7-fold increase in TNF-α levels (p=0.003) that corresponded with clinical response. CONCLUSION Plasma cytokine levels were responsive to MTX therapy in patients with JIA, but only TNF-α and IL-6 levels were consistently associated with disease activity and therapeutic response. Increased TNF-α levels at baseline were associated with failure to respond to standard-dose MTX and the need for more aggressive drug therapy. Initiation of ETN resulted in increased TNF-α levels that corresponded with therapeutic response, suggesting a potential clinical benefit of monitoring TNF-α levels as a pharmacodynamic marker of etanercept activity.
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Affiliation(s)
- Ryan S Funk
- Department of Pharmacy Practice, University of Kansas Medical Center, Kansas City, Kansas.,Division of Clinical Pharmacology and Therapeutic Innovation, Children's Mercy Kansas City, Kansas City, Missouri
| | - Marcia A Chan
- Division of Allergy, Asthma and Immunology, Children's Mercy Kansas City, Kansas City, Missouri
| | - Mara L Becker
- Division of Clinical Pharmacology and Therapeutic Innovation, Children's Mercy Kansas City, Kansas City, Missouri.,Division of Rheumatology, Children's Mercy Kansas City, Kansas City, Missouri
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