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Gackowski M, Jasińska-Stroschein M, Osmałek T, Waszyk-Nowaczyk M. Innovative Approaches to Enhance and Measure Medication Adherence in Chronic Disease Management: A Review. Med Sci Monit 2024; 30:e944605. [PMID: 39012851 DOI: 10.12659/msm.944605] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/18/2024] Open
Abstract
Medication non-adherence is a problem that affects up to 50% of patients with chronic diseases. The result is a failure to achieve therapeutic goals and an increased burden on the healthcare system. It is, therefore, highly appropriate to develop models to assess patient adherence to prescribed therapy. To date, there are many methods for doing this. However, several tools have been developed that subjectively or objectively, directly or indirectly, assess the level of patient adherence. Electronic medication packaging devices are among the most rapidly evolving methods of measuring adherence. Other emerging technologies include the use of artificial intelligence algorithms and ingestible biosensors. The former is being used to create applications for mobile phones and laptops. The latter appears to be the least susceptible to the risk of overestimating adherence but remains very expensive. Here, we present recent developments in measuring patient adherence, and provide details of achievements in objective methods for assessing adherence, such as electronic monitoring devices, video-observed therapy, and ingestible biosensors. A dedicated section on using artificial intelligence and machine learning in adherence measurement and reviewing questionnaires and scales used in specific diseases is also included. Methods are discussed along with their advantages and potential limitations. This article aimed to review current measures and future initiatives to improve patient medication adherence.
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Affiliation(s)
- Michał Gackowski
- Chair and Department of Pharmaceutical Technology, Poznań University of Medical Sciences, Poznań, Poland
| | | | - Tomasz Osmałek
- Chair and Department of Pharmaceutical Technology, Poznań University of Medical Sciences, Poznań, Poland
| | - Magdalena Waszyk-Nowaczyk
- Pharmacy Practice and Pharmaceutical Care Division, Chair and Department of Pharmaceutical Technology, Poznań University of Medical Sciences, Poznań, Poland
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Hebing RCF, Elhendy N, van Geel EH, van Heuckelum M, Nurmohamed MT, van den Bemt BJF. The correlation between 4 adherence measurements methods in patients with rheumatoid arthritis using methotrexate. Br J Clin Pharmacol 2024; 90:882-889. [PMID: 38048762 DOI: 10.1111/bcp.15980] [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: 04/20/2023] [Revised: 11/08/2023] [Accepted: 11/13/2023] [Indexed: 12/06/2023] Open
Abstract
AIMS Methotrexate (MTX) is the cornerstone in the treatment of rheumatoid arthritis (RA) patients. However, adherence to MTX therapy is not optimal, and instruments to assess medication nonadherence are warranted. To date there is no consensus on the best method to determine adherence to MTX. The aim of this study was to assess the correlation between adherence assessed with a Medication Event Monitoring System (MEMS) vs. pill count, MTX-polyglutamate (PG) concentration and Compliance Questionnaire-Rheumatology (CQR) in patients with established RA. Second, the correlations between these methods and the Disease Activity Scores of 28 joints (DAS28) were examined. METHODS Adult RA patients currently treated with MTX were included. Multivariable linear and logistic regression were used, with adherence assessed with MEMS as dependent variable vs. pill count, MTX-PG concentrations, CQR as independent variables and DAS28 vs. each of the 4 adherence measurements. Covariates were included, such as comedication, age and use of corticosteroids. RESULTS In total, 190 consecutive RA patients were included. Pill count was correlated with adherence assessed with MEMS (linear regression, β = 0.588, 95% confidence interval = 0.255-0.921, P < .001), whereas CQR and MTX-PGs were not. Logistic regression confirmed the correlation between dichotomized adherence and pill count only (β = 4.47, 95% confidence interval = 1.31-7.64, P = .006). No other correlations were found, either for all adherence outcomes or DAS28. CONCLUSION Measuring adherence with MEMS is correlated with pill count, whereas other methods were not correlated with MEMS or with DAS28. Pill count can be used to estimate adherence to MTX therapy, in case MEMS is not achievable.
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Affiliation(s)
- Renske C F Hebing
- Amsterdam Rheumatology and immunology Center, Amsterdam UMC, location VUmc, Amsterdam, The Netherlands
- Amsterdam Rheumatology and immunology Center, location Reade, Amsterdam, The Netherlands
| | - Nada Elhendy
- Amsterdam Rheumatology and immunology Center, location Reade, Amsterdam, The Netherlands
| | - Eva H van Geel
- Amsterdam Rheumatology and immunology Center, Amsterdam UMC, location VUmc, Amsterdam, The Netherlands
- Amsterdam Rheumatology and immunology Center, location Reade, Amsterdam, The Netherlands
| | | | - Michael T Nurmohamed
- Amsterdam Rheumatology and immunology Center, Amsterdam UMC, location VUmc, Amsterdam, The Netherlands
- Amsterdam Rheumatology and immunology Center, location Reade, Amsterdam, The Netherlands
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Michaud K, Pedro S, Tousset E, Schumacher R, Agarwal E, Vrijens B. Treatment Adherence and Adherence Patterns of Tofacitinib and Self-Injectable TNFi Use in People with Rheumatoid Arthritis. ACR Open Rheumatol 2024; 6:72-80. [PMID: 38041515 PMCID: PMC10867288 DOI: 10.1002/acr2.11622] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2023] [Revised: 09/15/2023] [Accepted: 09/27/2023] [Indexed: 12/03/2023] Open
Abstract
OBJECTIVE To assess tofacitinib and self-injectable tumor necrosis factor inhibitor (TNFi) adherence using the Medication Event Monitoring System (MEMS) and characterize association with adherence in patients with rheumatoid arthritis (RA). METHODS Eligible patients were enrolled from the Forward Databank within 6 months of initiating tofacitinib or injectable TNFi or from participating clinics where these were first prescribed. MEMS caps and patient diaries were used to compile dosing over 9 months. Demographics and disease characteristics were collected every 6 months, and the Beliefs about Medicines Questionnaire only at baseline. Adherence along with its components, initiation, implementation, and persistence, were calculated. RESULTS Of the 112 consented to participate, 82 (73%) remained in the final analysis with recruitment from clinics 47 (57%) and Forward 35 (43%). Sixty-two (76%) initiated tofacitinib with 87% taking it quaque die and twenty (24%) TNFi. At 9 months, 77% of tofacitinib were persistent versus 70% for TNFi (P = 0.65), and implementation was similar (0.84 vs. 0.82; P = 0.57). In multivariable models, increased baseline patient global assessment was consistently associated with discontinuation (hazard ratio 1.31 [1.07-1.61]). There was increased adherence to methotrexate (MTX) when taking tofacitinib that led to higher combined adherence for tofacitinib than TNFi (0.81 vs. 0.69; P = 0.03), but no significant differences remained in multivariable models. In sensitivity analysis, consistent morning intake for tofacitinib and evening intake for MTX was associated with improved adherence. CONCLUSION We found no statistical differences in adherence between patients with RA initiating tofacitinib and self-injectable TNFi, although 15% to 30% were nonadherent. Concomitant MTX, patient global assessment, and a consistent time of day intake were associated with adherence.
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Affiliation(s)
- Kaleb Michaud
- University of Nebraska Medical Center, Omaha, and Forward DatabankWichitaKS
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Yamaoka K, Oku K. JAK inhibitors in rheumatology. Immunol Med 2023; 46:143-152. [PMID: 36744577 DOI: 10.1080/25785826.2023.2172808] [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: 10/04/2022] [Accepted: 01/22/2023] [Indexed: 02/07/2023] Open
Abstract
Janus kinase inhibitors (JAKis) are a group of drugs with a different mechanism of action from biologics and are most rapidly uptaken in the rheumatology field. JAK is a protein kinase activated in the cytoplasm by multiple cytokines and hormones involved in inflammatory pathology. The expression of JAK has been observed in various diseases, indicating the utility of JAK inhibitors in a wide variety of immune-mediated inflammatory diseases. Clinical trials are underway for a number of different rheumatic diseases based on the therapeutic efficacy of JAKis, which is comparable to that of biologics. This article will review the current status of JAKis for rheumatic diseases in terms of efficacy and safety and extend to future clinical applications for rare diseases.
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Affiliation(s)
- Kunihiro Yamaoka
- Department of Rheumatology and Infectious Diseases, Kitasato University School of Medicine, Kanagawa, Japan
| | - Kenji Oku
- Department of Rheumatology and Infectious Diseases, Kitasato University School of Medicine, Kanagawa, Japan
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Fernandez CA. Pharmacological strategies for mitigating anti-TNF biologic immunogenicity in rheumatoid arthritis patients. Curr Opin Pharmacol 2023; 68:102320. [PMID: 36580770 PMCID: PMC10540078 DOI: 10.1016/j.coph.2022.102320] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2022] [Accepted: 10/19/2022] [Indexed: 12/28/2022]
Abstract
Tumor necrosis factor alpha (TNFα) inhibitors are a mainstay of treatment for rheumatoid arthritis (RA) patients after failed responses to conventional disease-modifying antirheumatic drugs (DMARDs). Despite the clinical efficacy of TNFα inhibitors (TNFi), many RA patients experience TNFi treatment failure due to the development of anti-drug antibodies (ADAs) that can neutralize drug levels and lead to RA disease relapse. Methotrexate (MTX) therapy with concomitant TNFα inhibitors decreases the risk of TNFi immunogenicity, but additional and/or alternative strategies are needed to reduce MTX-associated toxicities and to further increase its potency for preventing TNFα inhibitor immunogenicity. In this review, we highlight the limitations of MTX for mitigating TNFα inhibitor immunogenicity, and we discuss potential alternative pharmacological targets for decreasing the risk of immunogenicity during TNFα inhibitor therapy based on the key kinases, second messengers, and shared signaling mechanisms of lymphocyte receptor signaling.
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Affiliation(s)
- Christian A Fernandez
- Center for Pharmacogenetics and Department of Pharmaceutical Sciences, University of Pittsburgh, Pittsburgh, PA 15261, USA.
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Pouls BP, Bekker CL, van Dulmen S, Vriezekolk JE, van den Bemt BJ. A Serious Puzzle Game to Enhance Adherence to Antirheumatic Drugs in Patients With Rheumatoid Arthritis: Systematic Development Using Intervention Mapping. JMIR Serious Games 2022; 10:e31570. [PMID: 35179510 PMCID: PMC8900908 DOI: 10.2196/31570] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2021] [Revised: 10/08/2021] [Accepted: 11/06/2021] [Indexed: 12/14/2022] Open
Abstract
Background Patients’ implicit attitudes toward medication need and concerns may influence their adherence. Targeting these implicit attitudes by combining game-entertainment with medication-related triggers might improve medication adherence in patients with rheumatoid arthritis (RA). Objective The aim of this study was to describe the systematic development of a serious game to enhance adherence to antirheumatic drugs by using intervention mapping. Methods A serious game was developed using the intervention mapping framework guided by a multidisciplinary expert group, which proceeded along 6 steps: (1) exploring the problem by assessing the relationship between medication adherence and implicit attitudes, (2) defining change objectives, (3) selecting evidence-based behavior change techniques that focused on adjusting implicit attitudes, (4) designing the intervention, (5) guaranteeing implementation by focusing on intrinsic motivation, and (6) planning a scientific evaluation. Results Based on the problem assessment and guided by the Dual-Attitude Model, implicit negative and illness-related attitudes of patients with RA were defined as the main target for the intervention. Consequently, the change objective was “after the intervention, participants have a more positive attitude toward antirheumatic drugs.” Attention bias modification, evaluative conditioning, and goal priming were the techniques chosen to implicitly target medication needs. These techniques were redesigned into medication-related triggers and built in the serious puzzle game. Thirty-seven patients with RA tested the game at several stages. Intrinsic motivation was led by the self-determination theory and addressed the 3 needs, that is, competence, autonomy, and relatedness. The intervention will be evaluated in a randomized clinical trial that assesses the effect of playing the serious game on antirheumatic drug adherence. Conclusions We systematically developed a serious game app to enhance adherence to antirheumatic drugs among patients with RA by using the intervention mapping framework. This paper could serve as a guideline for other health care providers when developing similar interventions.
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Affiliation(s)
- Bart Ph Pouls
- Department of Rheumatology Research, Sint Maartenskliniek, Nijmegen, Netherlands.,Department of Pharmacy, Radboud Institute for Health Sciences, Radboud University Medical Centre, Nijmegen, Netherlands
| | - Charlotte L Bekker
- Department of Pharmacy, Radboud Institute for Health Sciences, Radboud University Medical Centre, Nijmegen, Netherlands
| | - Sandra van Dulmen
- Department of Primary and Community Care, Radboud Institute for Health Sciences, Radboud University Medical Centre, Nijmegen, Netherlands.,Netherlands Institute for Health Services Research, Utrecht, Netherlands
| | - Johanna E Vriezekolk
- Department of Rheumatology Research, Sint Maartenskliniek, Nijmegen, Netherlands
| | - Bart Jf van den Bemt
- Department of Rheumatology Research, Sint Maartenskliniek, Nijmegen, Netherlands.,Department of Pharmacy, Radboud Institute for Health Sciences, Radboud University Medical Centre, Nijmegen, Netherlands
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Giollo A, Fuzzi E, Doria A. Methotrexate in early rheumatoid arthritis: Is the anchor drug still holding? Autoimmun Rev 2022; 21:103031. [PMID: 34995761 DOI: 10.1016/j.autrev.2022.103031] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2021] [Accepted: 01/02/2022] [Indexed: 12/29/2022]
Abstract
Treat-to-target (T2T) is currently the most fashionable strategy for treatment-naïve, early rheumatoid arthritis (RA) patients. A T2T approach can lead to a complete and drug-free disease remission, whereas failure to obtain remission leads to damage early in the disease course. Hence, one should try to achieve high remission rates as early as possible, implementing the best therapeutic strategies available. Methotrexate (MTX) combined with glucocorticoid bridging is the mainstay of T2T. However, MTX is often used suboptimally in RA patients for many reasons, including poor tolerability, low compliance, and safety issues. Recent evidence has suggested that novel targeted synthetic DMARDs (tsDMARDs) such as the Janus-kinase (JAK) inhibitors in combination with glucocorticoids yielded better outcomes in early RA than conventional treatment. Such an approach may have advantages in terms of patients' outcomes, though some concerns about serious adverse events need to be addressed.
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Affiliation(s)
- Alessandro Giollo
- Division of Rheumatology, Department of Medicine, University of Padova Hospital Trust, Padova, Italy.
| | - Enrico Fuzzi
- Division of Rheumatology, Department of Medicine, University of Padova Hospital Trust, Padova, Italy
| | - Andrea Doria
- Division of Rheumatology, Department of Medicine, University of Padova Hospital Trust, Padova, Italy.
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MacBrayne A, Marsh W, Humby F. Review: Remote disease monitoring in rheumatoid arthritis. INDIAN JOURNAL OF RHEUMATOLOGY 2022. [DOI: 10.4103/injr.injr_142_21] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022] Open
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Morrison A, Stauffer ME, Kaufman AS. Effect of Missed Doses on the Therapeutic Effect of Methotrexate for Rheumatoid Arthritis: A Pharmacokinetic Modeling Study. Open Access Rheumatol 2021; 13:267-274. [PMID: 34552357 PMCID: PMC8450605 DOI: 10.2147/oarrr.s329178] [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: 07/21/2021] [Accepted: 09/03/2021] [Indexed: 11/23/2022] Open
Abstract
Introduction Patients rarely, if ever, take their medications exactly as prescribed. The extent to which missed doses interfere with a drug's therapeutic effect remains unclear. Methods After weekly oral dosing of methotrexate (MTX) for rheumatoid arthritis, its polyglutamate derivatives (MTXglu) accumulate in red blood cells, where they are markers for the drug's therapeutic effectiveness. We used Medication Event Monitoring System data and pharmacokinetic modeling to analyze whether missing MTX doses causes the MTXglu level in red blood cells to fall below the range associated with the drug's clinical effect. Results For patients initiating oral MTX, the threshold for clinical effectiveness and the steady state level were reached in medians of 6 weeks and 22 weeks, respectively. For patients at steady state who discontinued MTX, the MTXglu level fell below the therapeutic threshold after a median of 3 weeks. After initiating MTX, single missed doses did not cause a loss of therapeutic effect in the median patient if they occurred after 10 weeks, while runs of ≥3 consecutive missed doses did cause the MTXglu level to fall below the therapeutic threshold. Conclusion While there is considerable variation between patients, pharmacokinetic modeling indicates that instances of isolated single missed doses of MTX typically will not cause polyglutamated methotrexate levels in red blood cells to fall below the range associated with the therapeutic effect. Runs of ≥3 consecutive missed doses, however, are typically expected to result in a loss of the therapeutic effect.
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Affiliation(s)
| | - Melissa E Stauffer
- ScribCo, Albrightsville, PA, USA.,Scientific Editing Solutions, Walworth, WI, USA
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Burmester GR, Bykerk VP, Buch MH, Tanaka Y, Kameda H, Praestgaard A, van Hoogstraten H, Fernandez-Nebro A, Huizinga T. Sarilumab monotherapy versus sarilumab and methotrexate combination therapy in patients with rheumatoid arthritis. Rheumatology (Oxford) 2021; 61:2596-2602. [PMID: 34508594 PMCID: PMC9157062 DOI: 10.1093/rheumatology/keab676] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2021] [Accepted: 08/23/2021] [Indexed: 12/29/2022] Open
Abstract
OBJECTIVE Sarilumab, as monotherapy or in combination with conventional synthetic DMARDs, such as methotrexate (MTX), has demonstrated improvement in clinical outcomes in patients with RA. The primary objective of this post hoc analysis was to compare the efficacy of sarilumab (200 mg every 2 weeks) monotherapy (MONARCH study) with that of sarilumab and MTX combination therapy (MOBILITY study) at week 24. METHODS The endpoints assessed were mean change from baseline in the Clinical Disease Activity Index (CDAI), 28-joint Disease Activity using C-Reactive Protein (DAS28-CRP), CRP, haemoglobin (Hb), pain visual analogue scale (VAS) and Functional Assessment of Chronic Illness Therapy (FACIT)-Fatigue. Least square (LS) mean change from baseline (95% confidence interval [CI]) at week 24 for all endpoints was compared between the treatment arms for adjusted comparisons. RESULTS This analysis included 184 patients on sarilumab monotherapy and 399 patients on sarilumab plus MTX. Differences (p < 0.05) were observed in ethnicity, region, body mass index group, rheumatoid factor, anti-cyclic citrullinated peptide antibodies, swollen joint count, CRP, CDAI and oral glucocorticoid use between these treatment groups. After adjusting for these differences in a mixed-effect model repeated measure, LS mean change from baseline for all assessments was similar between the treatment groups with overlapping CIs: CDAI, -28.79 vs -26.21; DAS28-CRP, -2.95 vs -2.81; CRP, -18.31 vs -16.46; Hb, 6.59 vs 8.09; Pain VAS, -33.62 vs -31.66; FACIT-Fatigue, 9.90 vs 10.24. CONCLUSION This analysis demonstrated that the efficacy of sarilumab monotherapy was similar to that of sarilumab and MTX combination therapy.
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Affiliation(s)
- Gerd R Burmester
- Department of Rheumatology and Clinical Immunology, Charité - University Medicine Berlin, Berlin, Germany
| | - Vivian P Bykerk
- Inflammatory Arthritis Center, Hospital for Special Surgery, New York, NY, USA
| | - Maya H Buch
- Centre for Musculoskeletal Research, Division of Musculoskeletal & Dermatological Sciences, Faculty of Biology, Medicine & Health, University of Manchester, Manchester, UK.,NIHR Manchester Biomedical Research Centre, Manchester, UK
| | - Yoshiya Tanaka
- The First Department of Internal Medicine, School of Medicine, University of Occupational and Environmental Health, Japan, Kitakyushu, Japan
| | - Hideto Kameda
- Division of Rheumatology, Department of Internal Medicine, Faculty of Medicine, Toho University, Tokyo, Japan
| | | | | | - Antonio Fernandez-Nebro
- UGC Rheumatology, Institute of Biomedical Research in Malaga (IBIMA), Regional University Hospital of Malaga, University of Málaga, Málaga, Spain
| | - Thomas Huizinga
- Department of Rheumatology, Leiden University, Leiden, the Netherlands
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van Heuckelum M, van den Ende CHM, van Dulmen S, van den Bemt BJF. Electronic Monitoring Feedback for Improving Medication Adherence and Clinical Outcomes in Early Rheumatoid Arthritis: A Randomized Clinical Trial. Patient Prefer Adherence 2021; 15:1107-1119. [PMID: 34079231 PMCID: PMC8164714 DOI: 10.2147/ppa.s297170] [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] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/14/2020] [Accepted: 03/19/2021] [Indexed: 12/27/2022] Open
Abstract
BACKGROUND Non-adherence to medication (range 30-107%) is a major issue in patients with rheumatoid arthritis (RA). Previous research has shown that electronic monitoring feedback (EMF) might be an effective strategy to improve medication adherence in chronic conditions. Therefore, this study investigated the effectiveness of electronic monitoring feedback in patients with early RA to improve medication adherence and clinical outcomes compared to usual care. METHODS An open-label randomized clinical trial was performed to compare EMF with standard care during a 12-month follow-up period on two sites of the Sint Maartenskliniek (Nijmegen and Boxmeer) in the Netherlands. Patients were eligible if they: (1) had a (working) diagnosis of early RA, (2) were currently using methotrexate, (3) were aged ≥18 years, and (4) had a life expectancy of ≥12 months. Primary outcome was the difference in proportion of non-adherent patients measured with the Compliance Questionnaire on Rheumatology after 12 months. Secondary outcomes were beliefs about medicines, medication adherence measured with the MMAS-8®, patients' health status, prescription of biologic DMARDs, and disease activity after 12 months. RESULTS Of the 367 initially-invited patients, 93 patients with early RA agreed to participate in this study. No significant difference was found in the proportion of non-adherent patients between the intervention arm and the usual care arm after 12 months follow-up (60.0% and 61.3%, p=0.93, respectively). Patients in the intervention arm tended to discontinue methotrexate earlier than patients in the usual care arm (median time in weeks: 15.7 (9.1-33.6) and 21.9 (19-28.4), respectively, p=0.31), whereas patients in the usual care arm tended to initiate biologic DMARDs earlier than those in the intervention arm (median time in weeks: 11.9 (5.7-22) and 17 (9.9-40.9), respectively, p=0.55). CONCLUSION This study illustrates the challenge of targeting non-adherence with EMF in patients with early RA and shares important lessons learned about designing adherence intervention trials with respect to study attrition, accounting for drug survival, intervention fidelity, intervention uptake, and technical aspects.
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Affiliation(s)
- Milou van Heuckelum
- Department of Rheumatology, Sint Maartenskliniek, Nijmegen, the Netherlands
- Department of Pharmacy, Sint Maartenskliniek, Nijmegen, the Netherlands
| | - Cornelia H M van den Ende
- Department of Rheumatology, Sint Maartenskliniek, Nijmegen, the Netherlands
- Department of Rheumatology, Radboud University Medical Center, Nijmegen, the Netherlands
| | - Sandra van Dulmen
- Department of Primary and Community Care, Radboud University Medical Center, Radboud Institute for Health Sciences, Nijmegen, the Netherlands
- Nivel (Netherlands Institute for Health Services Research), Utrecht, the Netherlands
- Faculty of Health and Social Sciences, University of South-Eastern Norway, Drammen, Norway
| | - Bart J F van den Bemt
- Department of Pharmacy, Sint Maartenskliniek, Nijmegen, the Netherlands
- Department of Pharmacy, Radboud University Medical Center, Nijmegen, the Netherlands
- Department of Clinical Pharmacy and Toxicology, Maastricht University Medical Centre+, Maastricht, the Netherlands
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Self-Management of Rheumatoid Arthritis: Mobile Applications. Curr Rheumatol Rep 2020; 23:2. [DOI: 10.1007/s11926-020-00968-7] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/15/2020] [Indexed: 02/07/2023]
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