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Feig VR, Zhang S, Patel A, Santos B, Kang Z, Wasan S, Beloqui A, Traverso G. Designing for medication adherence in inflammatory bowel disease: multi-disciplinary approaches for self-administrable biotherapeutics. EClinicalMedicine 2024; 77:102850. [PMID: 39763512 PMCID: PMC11701474 DOI: 10.1016/j.eclinm.2024.102850] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/11/2024] [Revised: 09/05/2024] [Accepted: 09/10/2024] [Indexed: 03/15/2025] Open
Abstract
Biotherapeutics are among the therapeutics that have revolutionized standard inflammatory bowel disease (IBD) treatment, which was previously limited to mesalamine, 5-aminosalicylic acid, corticosteroids, and classical immunosuppressants. Self-administrable biotherapeutics for IBD would enable home-based treatment and reduce the burden on medical infrastructure. Self-administration is made possible through subcutaneous injectable, oral, and rectal dosage forms. Nevertheless, the full benefits of self-administration cannot be realized without first addressing the issue of medication adherence, which remains woefully inadequate for IBD biotherapies. Some of the major barriers to medication adherence in IBD are the route of administration, frequency of administration, and undesired side effects. In this review, we identify the main physiological and engineering constraints that underlie these three barriers to adherence. We then highlight key technological and behavioral innovations-spanning multiple scientific disciplines-that can be leveraged to design novel therapies and interventions that improve adherence to self-administered IBD biotherapies.
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Affiliation(s)
- Vivian Rachel Feig
- Division of Gastroenterology, Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
- Koch Institute for Integrative Cancer Research, Massachusetts Institute of Technology, Cambridge, MA, USA
- Department of Mechanical Engineering, Stanford University, Stanford, CA, USA
| | - Sufeng Zhang
- Division of Gastroenterology, Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
- Koch Institute for Integrative Cancer Research, Massachusetts Institute of Technology, Cambridge, MA, USA
- Department of Biomedical Engineering, Stony Brook University, Stony Brook, NY, USA
| | - Ashka Patel
- Division of Gastroenterology, Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
- Department of Bioengineering, Northeastern University, Boston, MA, USA
| | - Bruna Santos
- Division of Gastroenterology, Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
- Koch Institute for Integrative Cancer Research, Massachusetts Institute of Technology, Cambridge, MA, USA
| | - Ziliang Kang
- Department of Mechanical Engineering, Massachusetts Institute of Technology, Boston, MA, USA
| | - Sharmeel Wasan
- Department of Gastroenterology, Boston Medical Center, Boston, MA, USA
| | - Ana Beloqui
- Advanced Drug Delivery and Biomaterials, Louvain Drug Research Institute, Université catholique de Louvain, Brussels, Belgium
- WEL Research Institute, Wavre, Belgium
| | - Giovanni Traverso
- Division of Gastroenterology, Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
- Koch Institute for Integrative Cancer Research, Massachusetts Institute of Technology, Cambridge, MA, USA
- Department of Mechanical Engineering, Massachusetts Institute of Technology, Boston, MA, USA
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Amiesimaka OI, Aluzaite K, Braund R, Schultz M. Improving Medication Adherence Levels in Inflammatory Bowel Disease (IBD) Patients: A Narrative Evidence-Based Review. Patient Prefer Adherence 2024; 18:905-916. [PMID: 38660627 PMCID: PMC11042484 DOI: 10.2147/ppa.s383304] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/09/2023] [Accepted: 04/12/2024] [Indexed: 04/26/2024] Open
Abstract
Inflammatory bowel disease (IBD) management is typified by a long-term medication regimen which can comprise multiple medications prescribed in different combinations, doses, frequencies, and with various administration routes. This complexity can make medication adherence (MA) - patients taking their medications per the prescription - for patients with IBD a challenge. The research corpus contains diverse interventions aimed at improving MA in patients with IBD. Therefore, to condense the evidenced strategies for ease of reference, this narrative evidence-based review broadly outlines the patient-level interventions reported. The interventions are grouped as educational, behavioural, cognitive-behavioural, and multicomponent. They, however, present mixed results as to their efficacy at improving MA, with those employing combined approaches being the most promising. This reflects the reality that MA is impacted by multiple factors encompassing those pertaining to the patient, disease, therapy, patients' socioeconomic status, and health system. Hence, the most ideal interventions would likely be multifaceted patient-level interventions alongside policy/system-level strategies, to maximise the potential for successfully improving patients' MA. These findings might have been impacted by the heterogeneity of the studies in terms of the method of MA assessment, duration of interventions, and more besides.
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Affiliation(s)
| | - Kristina Aluzaite
- Gastroenterology Research Unit, Department of Medicine, Dunedin School of Medicine, University of Otago, Dunedin, New Zealand
| | - Rhiannon Braund
- New Zealand Pharmacovigilance Centre, University of Otago, Dunedin, New Zealand
| | - Michael Schultz
- Gastroenterology Research Unit, Department of Medicine, Dunedin School of Medicine, University of Otago, Dunedin, New Zealand
- Gastroenterology Unit, Dunedin Hospital, Te Whatu Ora/Health New Zealand, Dunedin, New Zealand
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de Klaver PAG, Keizer RJ, Ter Heine R, Smits L, Boekema PJ, Kuntzel I, Schaap T, de Vries A, Bloem K, Rispens T, Hoentjen F, Derijks LJJ. Early At-Home Measurement of Adalimumab Concentrations to Guide Anti-TNF Precision Dosing: A Pilot Study. Eur J Drug Metab Pharmacokinet 2023:10.1007/s13318-023-00835-7. [PMID: 37322238 DOI: 10.1007/s13318-023-00835-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/22/2023] [Indexed: 06/17/2023]
Abstract
BACKGROUND AND OBJECTIVE Underdosing of adalimumab can result in non-response and poor disease control in patients with rheumatic disease or inflammatory bowel disease. In this pilot study we aimed to predict adalimumab concentrations with population pharmacokinetic model-based Bayesian forecasting early in therapy. METHODS Adalimumab pharmacokinetic models were identified with a literature search. A fit-for-purpose evaluation of the model was performed for rheumatologic and inflammatory bowel disease (IBD) patients with adalimumab peak (first dose) and trough samples (first and seventh dose) obtained by a volumetric absorptive microsampling technique. Steady state adalimumab concentrations were predicted after the first adalimumab administration. Predictive performance was calculated with mean prediction error (MPE) and normalised root mean square error (RMSE). RESULTS Thirty-six patients (22 rheumatologic and 14 IBD) were analysed in our study. After stratification for absence of anti-adalimumab antibodies, the calculated MPE was -2.6% and normalised RMSE 24.0%. Concordance between predicted and measured adalimumab serum concentrations falling within or outside the therapeutic window was 75%. Three patients (8.3%) developed detectable concentrations of anti-adalimumab antibodies. CONCLUSION This prospective study demonstrates that adalimumab concentrations at steady state can be predicted from early samples during the induction phase. CLINICAL TRIAL REGISTRATION The trial was registered in the Netherlands Trial Register with trial registry number NTR 7692 ( www.trialregister.nl ).
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Affiliation(s)
- Paul A G de Klaver
- Department of Clinical Pharmacy and Pharmacology, Máxima Medical Center, 5504 DB, Veldhoven, The Netherlands.
| | | | - Rob Ter Heine
- Department of Pharmacy, Radboud Institute for Health Sciences, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Lisa Smits
- Department of Gastroenterology, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Paul J Boekema
- Department of Gastroenterology, Máxima Medical Center, Veldhoven, The Netherlands
| | - Inge Kuntzel
- Department of Rheumatology, Máxima Medical Center, Eindhoven, The Netherlands
| | - Tiny Schaap
- Biologics Laboratory, Sanquin Diagnostic Services, Amsterdam, The Netherlands
| | - Annick de Vries
- Biologics Laboratory, Sanquin Diagnostic Services, Amsterdam, The Netherlands
| | - Karien Bloem
- Biologics Laboratory, Sanquin Diagnostic Services, Amsterdam, The Netherlands
| | - Theo Rispens
- Biologics Laboratory, Sanquin Diagnostic Services, Amsterdam, The Netherlands
- Department of Immunopathology, Sanquin Research, Amsterdam, The Netherlands
- Landsteiner Laboratory, Academic Medical Centre, University of Amsterdam, Amsterdam, The Netherlands
| | - Frank Hoentjen
- Department of Gastroenterology, Radboud University Medical Center, Nijmegen, The Netherlands
- Division of Gastroenterology, Department of Medicine, University of Alberta, Edmonton, Canada
| | - Luc J J Derijks
- Department of Clinical Pharmacy and Pharmacology, Máxima Medical Center, 5504 DB, Veldhoven, The Netherlands
- Department of Clinical Pharmacy and Toxicology, Maastricht University Medical Center, Maastricht, The Netherlands
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Leung T, Long M, Horst S, Afzali A, Sapir T, Fajardo K, De Felice K, Sandler R, Cross R. A Novel Remote Patient and Medication Monitoring Solution to Improve Adherence and Persistence With Inflammatory Bowel Disease Therapy (ASSIST Study): Protocol for a Randomized Controlled Trial. JMIR Res Protoc 2022; 11:e40382. [PMID: 36520519 PMCID: PMC9801266 DOI: 10.2196/40382] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/17/2022] [Revised: 10/26/2022] [Accepted: 10/28/2022] [Indexed: 12/23/2022] Open
Abstract
BACKGROUND Inflammatory bowel diseases (IBDs) are chronic inflammatory conditions of the gastrointestinal tract. Although adherence to IBD therapies is associated with improved clinical outcomes, overall adherence is poor. Consequently, there is a critical need to develop interventions that monitor adherence in real time and identify reasons for nonadherence to support clinical teams in initiating effective interventions. Recently, electronic- and web-based platforms have been developed to monitor adherence and guide interventions. A novel remote therapy monitoring (RTM) technology, the Tappt digital health system, has been developed to monitor real-time medication adherence patterns through smart label technologies, capture patient-reported outcomes and barriers to care, and process patient data through algorithms that trigger personalized digital and human touch points between clinical visits. Such a digital health solution enables care teams to proactively identify and mitigate nonadherence and worsening clinical outcomes. OBJECTIVE We propose a 12-month multicenter randomized controlled trial to assess the effectiveness of the Tappt digital health system on adherence, clinical outcomes, and health care use among patients diagnosed with IBD starting a new oral or subcutaneous therapy. METHODS The digital health system intervention will provide automatic measurement of medication adherence via smart labels for pill bottles or injectors as well as a monitoring platform for providers. The system will prompt patients to complete a two-item assessment of symptoms monthly using the PRO-2 scales for UC and Crohn disease, from which increased symptoms will be alerted to providers. Participants will be randomized 2:1 to the intervention group or the control group, which will receive standard of care. All participants are required to complete questionnaires at baseline as well as at 12, 26, and 52 weeks. Assuming an adherence rate of 0.65 and 0.9 among control and intervention participants, respectively, we will need to enroll 123 participants: 82 (66.7%) in the intervention group and 41 (33.3%) controls. We will compare adherence as measured by the medication possession ratio, defined as the number of days of supply of medication obtained during the observation period out of the total number of days in the observation period, in participants using the RTM versus those receiving standard of care. We will also compare clinical outcomes and health care use in participants using the RTM versus those receiving standard of care. RESULTS We anticipate starting recruitment in December 2022. CONCLUSIONS Effective medication adherence monitoring and intervention programs need to be cost-efficient, pose little or no burden to the patient, record reliable data in real time, and provide actionable insights to the health care team. We anticipate the Tappt digital health system to improve the medication possession ratio, clinical outcomes, and health care use compared with standard of care. TRIAL REGISTRATION ClinicalTrials.gov NCT05316584; https://clinicaltrials.gov/ct2/show/NCT05316584. INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID) PRR1-10.2196/40382.
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Affiliation(s)
| | - Millie Long
- Division of Gastroenterology and Hepatology, Department of Medicine, University of North Carolina School of Medicine, Chapel Hill, NC, United States
| | - Sara Horst
- Division of Gastroenterology, Hepatology, and Nutrition, Department of Medicine, Vanderbilt University School of Medicine, Nashville, TN, United States
| | - Anita Afzali
- Division of Gastroenterology, Department of Medicine, University of Cincinnati College of Medicine, Cincinnati, OH, United States
| | | | | | - Kara De Felice
- Division of Gastroenterology, Department of Medicine, University of Cincinnati College of Medicine, Cincinnati, OH, United States
| | - Robert Sandler
- Division of Gastroenterology and Hepatology, Department of Medicine, University of North Carolina School of Medicine, Chapel Hill, NC, United States
| | - Raymond Cross
- Division of Gastroenterology, Department of Medicine, University of Maryland School of Medicine, Baltimore, MD, United States
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Gohil S, Majd Z, Sheneman JC, Abughosh SM. Interventions to improve medication adherence in inflammatory bowel disease: A systematic review. PATIENT EDUCATION AND COUNSELING 2022; 105:1731-1742. [PMID: 34736829 DOI: 10.1016/j.pec.2021.10.017] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/20/2020] [Revised: 10/11/2021] [Accepted: 10/12/2021] [Indexed: 06/13/2023]
Abstract
OBJECTIVE To summarize existing literature examining interventions to enhance medication adherence and their effectiveness in enhancing care for inflammatory bowel disease (IBD) patients. METHODS This review was performed according to the Preferred Reporting Items for Systematic Reviews and Meta-Analysis (PRISMA) statement. PubMed and Embase were searched for studies from June 2014 to Dec 2020. Only the studies published in English were included. RESULTS Our systematic literature search identified 488 published articles. Seventeen studies with a total of 7073 patients were included. Out of seventeen different interventions, five were classified as educational, eight as multicomponent, three as behavioral and one as cognitive behavioral. Adherence was measured using patient self-report, administrative/pharmacy claims data, and electronic monitoring devices/pill dispensing systems. Twelve out of seventeen interventions showed a statistically significant improvement in medication adherence including three educational, seven multicomponent, one behavioral and one cognitive behavioral intervention. CONCLUSIONS Multicomponent interventions demonstrated the greatest success in IBD patients in promoting medication adherence. Future research should focus on a multidisciplinary approach to design multicomponent interventions to optimize treatment adherence and enhance long-term clinical outcomes. PRACTICE IMPLICATIONS While stand-alone strategies have demonstrated effectiveness in improving adherence, better outcomes may be achieved by combining multiple strategies.
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Affiliation(s)
- Shrey Gohil
- Department of Pharmaceutical Health Outcomes and Policy, University of Houston, College of Pharmacy, Houston, TX, USA
| | - Zahra Majd
- Department of Pharmaceutical Health Outcomes and Policy, University of Houston, College of Pharmacy, Houston, TX, USA
| | | | - Susan M Abughosh
- Department of Pharmaceutical Health Outcomes and Policy, University of Houston, College of Pharmacy, Houston, TX, USA
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Casellas F, González-Lama Y, Ginard Vicens D, García-López S, Muñoz F, Marín Sánchez L, Camacho L, Cabez A, Fortes P, Gómez S, Bella Castillo P, Barreiro-de Acosta M. Adherence improvement in patients with ulcerative colitis: a multidisciplinary consensus document. REVISTA ESPANOLA DE ENFERMEDADES DIGESTIVAS 2021; 114:156-165. [PMID: 34254522 DOI: 10.17235/reed.2021.8130/2021] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
Abstract
OBJECTIVES 1)To analyze evidence about poor adherence / non-adherence including their prevalences, associated factors, and interventions in ulcerative colitis (UC) patients; 2)To provide a framework to improve poor adherence / non-adherence. METHODS A qualitative approach was applied. A literature review was performed using Medline. Primary searches were performed with Mesh and free texts to identify articles that analyzed prevalence, causes, associated factors, and interventions designed to improve poor adherence/ non-adherence in UC patients. The studies' quality was evaluated using the Oxford scale. The results were presented and discussed in a nominal group meeting, comprising a multidisciplinary committee of six gastroenterologists, one psychologist, one nurse, and one patient. Several overarching principles and recommendations were generated. A consensus procedure was implemented via a Delphi process during which each committee member produced a score ranging from 0 = totally disagree to 10 = totally agree. Agreement was considered if at least 70% of the participants voted ≥7. RESULTS The literature review included 75 articles. Non-adherence rates ranged from 7%-72%. We found a great variability in the methods employed to assess adherence, associated factors, and interventions designed to improve adherence. Overall, eight overarching principles and six recommendations were generated, all of them achieving the pre-established agreement level, including, among others, the identification, classification, and management of non-adherence. CONCLUSIONS Poor adherence / non-adherence are common in UC patients, being a relevant clinical concern. Health professionals should address this issue and actively involve the patients in implementing effective and individualized interventions to improve adherence.
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Affiliation(s)
| | - Yago González-Lama
- Unidad Enfermedad Inflamatoria Intestinal, Hospital Universitario Puerta de Hierro
| | | | | | - Fernando Muñoz
- Aparato Digestivo, Complejo Asistencial Universitario de Salamanca, Spain
| | - Laura Marín Sánchez
- Enfermedad Inflamatoria Intestinal, Hospital Universitario Germans Trias i Pujol
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Armstrong J, Sarhan S. Observations on the Effect of Electronic Needle Container on Adherence to Adalimumab. Dig Dis Sci 2021; 66:2135-2136. [PMID: 32894440 DOI: 10.1007/s10620-020-06574-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/30/2020] [Accepted: 08/21/2020] [Indexed: 12/09/2022]
Affiliation(s)
- John Armstrong
- HealthBeacon Limited, Unit 20, Naas Road Business Park, Murifield Drive, Dublin 12, Ireland
| | - Sharifah Sarhan
- HealthBeacon Limited, Unit 20, Naas Road Business Park, Murifield Drive, Dublin 12, Ireland.
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