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Radwan A, Deininger KM, Ambardekar AV, Anderson HD, Rafaels N, Saba LM, The Colorado Center For Personalized Medicine, Aquilante CL. Prevalence of Actionable Exposures to Pharmacogenetic Medications Among Solid Organ Transplant Recipients in a Population-Scale Biobank. J Pers Med 2025; 15:185. [PMID: 40423057 DOI: 10.3390/jpm15050185] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2025] [Revised: 04/21/2025] [Accepted: 04/26/2025] [Indexed: 05/28/2025] Open
Abstract
Background/Objectives: Solid organ transplant (SOT) recipients are exposed to multiple medications, many of which have pharmacogenetic (PGx) prescribing recommendations. This study leveraged data from a population-scale biobank and an enterprise data warehouse to determine the prevalence of actionable exposures to PGx medications among kidney, heart, and lung transplant recipients during the first six months post-transplant. Methods: We conducted a retrospective analysis of adult SOT patients with genetic data available from the Colorado Center for Personalized Medicine (CCPM) biobank and clinical data from Health Data Compass (HDC). We evaluated 29 variants in 13 pharmacogenes and 42 Clinical Pharmacogenetics Implementation Consortium (CPIC) level A or B medications (i.e., sufficient evidence to recommend at least one prescribing action based on genetics). The primary outcome was actionable exposure to a PGx medication (i.e., actionable phenotype and a prescription for an affected PGx medication). Results: The study included 358 patients. All patients were prescribed at least one PGx medication, and 49.4% had at least one actionable exposure to a PGx medication during the first six months post-transplant. The frequency of actionable exposure was highest for tacrolimus (15.4%), followed by proton pump inhibitors (PPIs) (15.1%) and statins (12.8%). Statin actionable exposures significantly differed by transplant type, likely due to variations in prescribing patterns and actionable phenotypes for individual statins. Conclusions: Our findings highlight the potential clinical utility of PGx testing among SOT patients. Further studies are needed to address the impact on clinical outcomes and the optimal timing of PGx testing in the SOT population.
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Affiliation(s)
- Alaa Radwan
- Department of Pharmaceutical Sciences, University of Colorado Skaggs School of Pharmacy and Pharmaceutical Sciences, Aurora, CO 80045, USA
- Colorado Center for Personalized Medicine, University of Colorado Anschutz Medical Campus, Aurora, CO 80045, USA
| | - Kimberly M Deininger
- Department of Pharmaceutical Sciences, University of Colorado Skaggs School of Pharmacy and Pharmaceutical Sciences, Aurora, CO 80045, USA
| | - Amrut V Ambardekar
- Division of Cardiology, Department of Medicine, University of Colorado School of Medicine, Aurora, CO 80045, USA
| | - Heather D Anderson
- Colorado Center for Personalized Medicine, University of Colorado Anschutz Medical Campus, Aurora, CO 80045, USA
- Department of Clinical Pharmacy, University of Colorado Skaggs School of Pharmacy and Pharmaceutical Sciences, Aurora, CO 80045, USA
| | - Nicholas Rafaels
- Colorado Center for Personalized Medicine, University of Colorado Anschutz Medical Campus, Aurora, CO 80045, USA
| | - Laura M Saba
- Department of Pharmaceutical Sciences, University of Colorado Skaggs School of Pharmacy and Pharmaceutical Sciences, Aurora, CO 80045, USA
| | | | - Christina L Aquilante
- Department of Pharmaceutical Sciences, University of Colorado Skaggs School of Pharmacy and Pharmaceutical Sciences, Aurora, CO 80045, USA
- Colorado Center for Personalized Medicine, University of Colorado Anschutz Medical Campus, Aurora, CO 80045, USA
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2
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Fan Z, Han Y, Sun G, Dong Z. Immunosuppressant adherence after heart transplantation: a review on detection, prevention, and intervention strategies in a multidisciplinary. Front Cardiovasc Med 2025; 12:1558082. [PMID: 40129763 PMCID: PMC11931065 DOI: 10.3389/fcvm.2025.1558082] [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: 01/09/2025] [Accepted: 02/13/2025] [Indexed: 03/26/2025] Open
Abstract
Heart transplantation is an effective treatment for end-stage heart disease, and postoperative patients' medication adherence is crucial for transplantation outcomes and long-term survival. By reviewing a large amount of related literature, this review summarizes the current status, evaluation methods, influencing factors, and intervention strategies of medication adherence after heart transplantation, emphasizes the important role of multidisciplinary teams in improving medication adherence, and discusses the importance of transplantation multidisciplinary teams and holistic management. By integrating the research results from various fields such as medicine, pharmacy, psychology, and sociology, it provides a more comprehensive theoretical support and practical guidance for improving medication adherence in heart transplant patients.
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Affiliation(s)
- Ziying Fan
- Institute of Pharmaceutical Preparations, Department of Pharmacy, Zhejiang University of Technology, Hangzhou, China
| | - Yong Han
- Department of Pharmacy, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Guojun Sun
- Institute of Pharmaceutical Preparations, Department of Pharmacy, Zhejiang University of Technology, Hangzhou, China
| | - Zuojun Dong
- Institute of Pharmaceutical Preparations, Department of Pharmacy, Zhejiang University of Technology, Hangzhou, China
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3
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Pournemati B, Tabesh H, Mehdinavaz Aghdam R, Rezayan AH, Poorkhalil A, Ahmadi Tafti SH, Heirani-Tabasi A, Eyni H, Malekmohamadi M, Boroumand S, Pinna A. An Alginate/Gelatin Injectable Hydrogel Containing Au Nanoparticles for Transplantation of Embryonic Mouse Cardiomyocytes in Myocardial Repair. Macromol Biosci 2025; 25:e2400301. [PMID: 39660406 DOI: 10.1002/mabi.202400301] [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: 06/28/2024] [Revised: 10/11/2024] [Indexed: 12/12/2024]
Abstract
In advancing cardiac tissue engineering (CTE), the development of injectable hydrogels mirroring myocardial properties is pivotal. The designed hydrogels must not only support cardiac cell growth but also have to be conductive to properly promote the functionalities of cardiac cells. Here, a facile approach is developed to incorporate gold nanoparticles (AuNPs) into an injectable hydrogel composed of Alginate (Alg) and Gelatin (Gel). The resultant nanocomposite hydrogel boasts a porous interconnected network and superior conductivity (2.04 × 10-4 S cm-1) compared to the base Alg/Gel hydrogel. Hydrogel hydration and in vitro degradation profiles affirm their suitability as carriers for cardiac cells. Importantly, Alg/Gel+AuNPs hydrogels exhibit no toxicity to mouse Embryonic Cardiac Cells (mECCs) over 7 days, elevating connexin 43 (Cx43) and cardiac troponin T (CTnT) gene expression compared to controls. Then, the Alg/Gel+AuNPs hydrogel is used as a carrier for intramyocardial delivery of mECCs in rats with myocardial infarction. The significant increase in α-Smooth Muscle Actin (α-SMA) and cardiac troponin T (CTnT) expression along with the increase in ejection fraction (EF), smaller infarction size, less fibrosis area confirmed that the hydrogel efficiently promoted the transmission of mechanical and electrical signals between transplanted cells and surrounding tissue.
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Affiliation(s)
- Behnam Pournemati
- Department of Life Science Engineering, Faculty of New Sciences and Technologies, University of Tehran, Tehran, 14399, Iran
| | - Hadi Tabesh
- Department of Life Science Engineering, Faculty of New Sciences and Technologies, University of Tehran, Tehran, 14399, Iran
| | - Rouhollah Mehdinavaz Aghdam
- School of Metallurgy & Materials Engineering, College of Engineering, University of Tehran, Tehran, 14399, Iran
| | - Ali Hossein Rezayan
- Department of Life Science Engineering, Faculty of New Sciences and Technologies, University of Tehran, Tehran, 14399, Iran
| | - Ali Poorkhalil
- Department of Life Science Engineering, Faculty of New Sciences and Technologies, University of Tehran, Tehran, 14399, Iran
| | - Seyed Hossein Ahmadi Tafti
- Research Center for Advanced Technologies In Cardiovascular Medicine, Cardiovascular Diseases Research Institute, Tehran University of Medical Sciences, Tehran, 14399, Iran
| | - Asieh Heirani-Tabasi
- Research Center for Advanced Technologies In Cardiovascular Medicine, Cardiovascular Diseases Research Institute, Tehran University of Medical Sciences, Tehran, 14399, Iran
| | - Hossein Eyni
- Stem Cell and Regenerative Medicine Research Center, Department of Anatomy, School of Medicine, Iran University of Medical Sciences, Tehran, 14496, Iran
| | - Marjan Malekmohamadi
- Department of Life Science Engineering, Faculty of New Sciences and Technologies, University of Tehran, Tehran, 14399, Iran
| | - Safieh Boroumand
- Research Center for Advanced Technologies In Cardiovascular Medicine, Cardiovascular Diseases Research Institute, Tehran University of Medical Sciences, Tehran, 14399, Iran
| | - Alessandra Pinna
- School of Veterinary Medicine, Faculty of Health and Medical Sciences, University of Surrey, Guildford, GU2 7XH, UK
- The Francis Crick Institute, Midland Road, London, NW1 1AT, UK
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4
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Gustafson DH, Mares ML, Johnston D, Vjorn OJ, Curtin JJ, Landucci G, Pe-Romashko K, Gustafson DH, Shah DV. An eHealth Intervention to Improve Quality of Life, Socioemotional, and Health-Related Measures Among Older Adults With Multiple Chronic Conditions: Randomized Controlled Trial. JMIR Aging 2024; 7:e59588. [PMID: 39642938 DOI: 10.2196/59588] [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: 04/16/2024] [Revised: 09/05/2024] [Accepted: 10/26/2024] [Indexed: 12/09/2024] Open
Abstract
BACKGROUND In the United States, over 60% of adults aged 65 years or older have multiple chronic health conditions, with consequences that include reduced quality of life, increasingly complex but less person-centered treatment, and higher health care costs. A previous trial of ElderTree, an eHealth intervention for older adults, found socioemotional benefits for those with high rates of primary care use. OBJECTIVE This study tested the effectiveness of an ElderTree intervention designed specifically for older patients with multiple chronic conditions to determine whether combining it with primary care improved socioemotional and physical outcomes. METHODS In a nonblinded randomized controlled trial, 346 participants recruited from primary care clinics were assigned 1:1 to the ElderTree intervention or an attention control and were followed for 12 months. All participants were aged 65 years or older and had electronic health record diagnoses of at least three of 11 chronic conditions. Primary outcomes were mental and physical quality of life, psychological well-being (feelings of competence, connectedness, meaningfulness, and optimism), and loneliness. Tested mediators of the effects of the study arm (ElderTree vs active control) on changes in primary outcomes over time were 6-month changes in health coping, motivation, feelings of relatedness, depression, and anxiety. Tested moderators were sex, scheduled health care use, and number of chronic conditions. Data sources were surveys at baseline and 6 and 12 months comprising validated scales, and continuously collected ElderTree usage. RESULTS At 12 months, 76.1% (134/176) of ElderTree participants were still using the intervention. There was a significant effect of ElderTree (vs control) on improvements over 12 months in mental quality of life (arm × timepoint interaction: b=0.76, 95% CI 0.14-1.37; P=.02; 12-month ∆d=0.15) but no such effect on the other primary outcomes of physical quality of life, psychological well-being, or loneliness. Sex moderated the effects of the study arm over time on mental quality of life (b=1.33, 95% CI 0.09-2.58; P=.04) and psychological well-being (b=1.13, 95% CI 0.13-2.12; P=.03), with stronger effects for women than men. The effect of the study arm on mental quality of life was mediated by 6-month improvements in relatedness (α=1.25, P=.04; b=0.31, P<.001). Analyses of secondary and exploratory outcomes showed minimal effects of ElderTree. CONCLUSIONS Consistent with the previous iteration of ElderTree, the current iteration designed for older patients with multiple chronic conditions showed signs of improving socioemotional outcomes but no impact on physical outcomes. This may reflect the choice of chronic conditions for inclusion, which need not have impinged on patients' physical quality of life. Two ongoing trials are testing more specific versions of ElderTree targeting older patients coping with (1) chronic pain and (2) greater debilitation owing to at least 5 chronic conditions. TRIAL REGISTRATION ClinicalTrials.gov NCT03387735; https://clinicaltrials.gov/study/NCT03387735. INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID) RR2-10.2196/25175.
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Affiliation(s)
- David H Gustafson
- Center for Health Enhancement Systems Studies, University of Wisconsin-Madison, Madison, WI, United States
- Department of Industrial and Systems Engineering, University of Wisconsin-Madison, Madison, WI, United States
| | - Marie-Louise Mares
- Department of Communication Arts, University of Wisconsin-Madison, Madison, WI, United States
| | - Darcie Johnston
- Center for Health Enhancement Systems Studies, University of Wisconsin-Madison, Madison, WI, United States
| | - Olivia J Vjorn
- Center for Health Enhancement Systems Studies, University of Wisconsin-Madison, Madison, WI, United States
| | - John J Curtin
- Department of Psychology, University of Wisconsin-Madison, Madison, WI, United States
| | - Gina Landucci
- Center for Health Enhancement Systems Studies, University of Wisconsin-Madison, Madison, WI, United States
| | - Klaren Pe-Romashko
- Center for Health Enhancement Systems Studies, University of Wisconsin-Madison, Madison, WI, United States
| | - David H Gustafson
- Center for Health Enhancement Systems Studies, University of Wisconsin-Madison, Madison, WI, United States
| | - Dhavan V Shah
- School of Journalism and Mass Communication, University of Wisconsin-Madison, Madison, WI, United States
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5
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Alam A, van Zyl JS, Patel R, Jamil AK, Felius J, Carey SA, Gottlieb RL, Guerrero-Miranda CY, Kale P, Hall SA, Sam T. Three-year outcomes of de novo tacrolimus extended-release tablets (LCPT) compared to twice-daily tacrolimus in adult heart transplantation. Transpl Immunol 2024; 83:102009. [PMID: 38325525 DOI: 10.1016/j.trim.2024.102009] [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: 10/13/2023] [Revised: 01/31/2024] [Accepted: 02/03/2024] [Indexed: 02/09/2024]
Abstract
BACKGROUND Extended-release tacrolimus for prophylaxis of allograft rejection in heart transplant (HT) recipients is currently not FDA-approved. One such extended-release formulation of tacrolimus known as LCPT allows once-daily dosing and improves bioavailability compared to immediate-release (IR-) tacrolimus. We compared long-term efficacy and safety of LCPT to IR-tacrolimus applied de novo in adult OHT recipients. METHODS 25 prospective recipients on LCPT at our center from 2017 to 2019 were matched 1:2 with historical control recipients treated with IR-tacrolimus based on age, gender, and baseline creatinine. The primary composite outcome of death, acute cellular rejection, and/or new graft dysfunction within 3 years following transplant was compared between groups using non-inferiority analysis. RESULTS LCPT demonstrated non-inferiority to IR-tacrolimus, with a primary outcome risk reduction of 16% (90%CI, -37%, -1%, non-inferiority p = 0.002) up to 3 years following heart transplant. Up to 3-years post-transplant, 14 patients remained on once-daily LCPT and 10 patients were switched to IR-tacrolimus due to lack of insurance coverage. There were no significant differences in the rate of chronic kidney disease requiring dialysis, cytomegalovirus requiring treatment, cardiac allograft vasculopathy, and malignancy within 3 years following transplant. CONCLUSION LCPT is non-inferior in efficacy to IR-tacrolimus in heart transplantation with a similar safety profile. Narrowly-constrained FDA labels specific to kidney transplant remain a barrier to consistent access to many immunosuppressant medications for recipients of non-kidney solid organs. We recommend the FDA consider developing facile pathways for expanding the approved label of extended-release tacrolimus formulations to heart transplant recipients.
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Affiliation(s)
- Amit Alam
- Division of Cardiology, New York University, New York City, NY, USA
| | - Johanna S van Zyl
- Texas A&M Health Science Center, Dallas, TX, USA; Baylor Scott & White Research Institute, Baylor Scott & White Health, Dallas, TX, USA
| | - Raksha Patel
- Department of Pharmacy, Baylor University Medical Center, Dallas, TX, USA
| | - Aayla K Jamil
- Baylor Scott & White Research Institute, Baylor Scott & White Health, Dallas, TX, USA
| | - Joost Felius
- Baylor Scott & White Research Institute, Baylor Scott & White Health, Dallas, TX, USA
| | - Sandra A Carey
- Center for Advanced Heart and Lung Disease, Baylor University Medical Center, Dallas, TX, USA
| | - Robert L Gottlieb
- Texas A&M Health Science Center, Dallas, TX, USA; Baylor Scott & White Research Institute, Baylor Scott & White Health, Dallas, TX, USA; Center for Advanced Heart and Lung Disease, Baylor University Medical Center, Dallas, TX, USA; Baylor Scott & White Heart and Vascular Hospital, Dallas, TX, USA
| | - Cesar Y Guerrero-Miranda
- Texas A&M Health Science Center, Dallas, TX, USA; Center for Advanced Heart and Lung Disease, Baylor University Medical Center, Dallas, TX, USA; Baylor Scott & White Heart and Vascular Hospital, Dallas, TX, USA
| | - Parag Kale
- Texas A&M Health Science Center, Dallas, TX, USA; Center for Advanced Heart and Lung Disease, Baylor University Medical Center, Dallas, TX, USA; Baylor Scott & White Heart and Vascular Hospital, Dallas, TX, USA
| | - Shelley A Hall
- Texas A&M Health Science Center, Dallas, TX, USA; Center for Advanced Heart and Lung Disease, Baylor University Medical Center, Dallas, TX, USA; Baylor Scott & White Heart and Vascular Hospital, Dallas, TX, USA
| | - Teena Sam
- Department of Pharmacy, Baylor University Medical Center, Dallas, TX, USA.
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6
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Dautzenberg L, van Laake LW, Raijman RC, Lefeber GJ, Knol W, Oerlemans MI, Ramjankhan FZ, Braithwaite SA, Nagtegaal MD, Emmelot-Vonk MH, Koek HL. Impairments identified by comprehensive geriatric assessment in potential candidates for left ventricular assist device and heart transplantation. IJC HEART & VASCULATURE 2024; 50:101318. [PMID: 38169976 PMCID: PMC10758860 DOI: 10.1016/j.ijcha.2023.101318] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2023] [Revised: 11/17/2023] [Accepted: 11/26/2023] [Indexed: 01/05/2024]
Abstract
Background The aim of this study was to assess the prevalence of frailty and other impairments in potential left ventricular assist device (LVAD) and heart transplantation (HTx) candidates by performing a preoperative comprehensive geriatric assessment (CGA) and reviewing the treatment recommendations resulting from the CGA. Methods and results This cross-sectional study included 73 patients aged ≥40 years who received a CGA as part of the patient selection procedure for LVAD and HTx. In every patient, a conclusion comprising frailty and other impairments was formulated based on the medical, mental, functional, and social domains and recommendations were made. The mean age was 58 years (range 40-71) and 70 % were male. In 97 % of patients, at least one impairment was identified by the CGA. The most common impairments were polypharmacy, high morbidity burden, reduced renal function, osteopenia, depression, poor quality of life, reduced functionality, (risk of) malnutrition, reduced grip strength and high caregiver burden. A small proportion of the potential LVAD and HTx candidates were frail (7 % according to Fried's frailty criteria, 6 % according to the Edmonton Frail Scale) and 39 % were pre-frail. The domains for which most impairments were found and the domains for which most treatment recommendations were given matched well, with the functional domain as the frontrunner. Conclusion This study showed that most of the potential candidates for LVAD or HTx have impairments on at least one domain of the CGA. Impairments and associated risks can contribute to the decision making process for candidacy for LVAD and HTx.
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Affiliation(s)
- Lauren Dautzenberg
- Department of Geriatric Medicine, University Medical Centre Utrecht, Utrecht University, Utrecht, the Netherlands
| | - Linda W. van Laake
- Department of Cardiology, University Medical Centre Utrecht, Utrecht University, Utrecht, the Netherlands
| | - Renee C.M.A. Raijman
- Department of Geriatric Medicine, University Medical Centre Utrecht, Utrecht University, Utrecht, the Netherlands
| | - Geert J. Lefeber
- Department of Geriatric Medicine, University Medical Centre Utrecht, Utrecht University, Utrecht, the Netherlands
| | - Wilma Knol
- Department of Geriatric Medicine, University Medical Centre Utrecht, Utrecht University, Utrecht, the Netherlands
| | - Marish I.F. Oerlemans
- Department of Cardiology, University Medical Centre Utrecht, Utrecht University, Utrecht, the Netherlands
| | - Faiz Z. Ramjankhan
- Department of Cardiothoracic Surgery, University Medical Centre Utrecht, Utrecht University, Utrecht, the Netherlands
| | - Susan A. Braithwaite
- Department of Anesthesiology, University Medical Centre Utrecht, Utrecht University, Utrecht, the Netherlands
| | - Mieke D.J. Nagtegaal
- Department of Cardiology, University Medical Centre Utrecht, Utrecht University, Utrecht, the Netherlands
| | - Marielle H. Emmelot-Vonk
- Department of Geriatric Medicine, University Medical Centre Utrecht, Utrecht University, Utrecht, the Netherlands
| | - Huiberdina L Koek
- Department of Geriatric Medicine, University Medical Centre Utrecht, Utrecht University, Utrecht, the Netherlands
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7
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Mols RE, Bakos I, Løgstrup BB, Horváth-Puhó E, Gustafsson F, Eiskjær H. Adherence to Pharmacotherapies After Heart Transplantation in Relation to Multimorbidity and Socioeconomic Position: A Nationwide Register-Based Study. Transpl Int 2023; 36:11676. [PMID: 37885807 PMCID: PMC10599149 DOI: 10.3389/ti.2023.11676] [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: 06/12/2023] [Accepted: 09/27/2023] [Indexed: 10/28/2023]
Abstract
No studies have examined the impact of multimorbidity and socioeconomic position (SEP) on adherence to the pharmacological therapies following heart transplantation (HTx). Using nationwide Danish registers, we tested the hypothesis that multimorbidity and SEP affect treatment patterns and adherence to pharmacological therapies in first-time HTx recipients. Pharmacological management included cost-free immunosuppressants and adjuvant medical treatment (preventive and hypertensive pharmacotherapies; loop diuretics). We enrolled 512 recipients. The median (IQR) age was 51 years (38-58 years) and 393 recipients (77%) were males. In recipients with at least two chronic diseases, prevalence of treatment with antihypertensive pharmacotherapies and loop diuretics was higher. The overall prevalence of adherence to treatment with tacrolimus or mycophenolate mofetil was at least 80%. Prevalence of adherence to preventive pharmacotherapies ranged between 65% and 95% and between 66% and 88% for antihypertensive pharmacotherapies and loop diuretics, respectively. In socioeconomically disadvantaged recipients, both the number of recipients treated with and adherence to cost-free everolimus, lipid modifying agents, angiotensin-converting enzyme/angiotensin II inhibitors, calcium channel blockers, and loop diuretics were lower. In recipients with multimorbidity, prevalence of treatment with antihypertensive pharmacotherapies and loop diuretics was higher. Among socioeconomically disadvantaged recipients, both number of patients treated with and adherence to cost-free everolimus and adjuvant pharmacotherapies were lower.
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Affiliation(s)
- Rikke E. Mols
- Department of Cardiology, Aarhus University Hospital, Aarhus, Denmark
- Department of Clinical Medicine, Aarhus University, Aarhus, Denmark
| | - István Bakos
- Department of Clinical Epidemiology, Aarhus University Hospital and Aarhus University, Aarhus, Denmark
| | - Brian B Løgstrup
- Department of Cardiology, Aarhus University Hospital, Aarhus, Denmark
- Department of Clinical Medicine, Aarhus University, Aarhus, Denmark
| | - Erzsébet Horváth-Puhó
- Department of Clinical Epidemiology, Aarhus University Hospital and Aarhus University, Aarhus, Denmark
| | - Finn Gustafsson
- Department of Cardiology, University Hospital of Copenhagen, Copenhagen, Denmark
- Department of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark
| | - Hans Eiskjær
- Department of Cardiology, Aarhus University Hospital, Aarhus, Denmark
- Department of Clinical Medicine, Aarhus University, Aarhus, Denmark
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8
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Redondo S, De Dios A, Gomis-Pastor M, Esquirol A, Aso O, Triquell M, Moreno ME, Riba M, Ruiz J, Blasco A, Tobajas E, González I, Sierra J, Martino R, García-Cadenas I. Feasibility of a new model of care for allogeneic stem cell transplantation recipients facilitated by eHealth: The MY-Medula pilot study. Transplant Cell Ther 2023:S2666-6367(23)01175-2. [PMID: 36948273 DOI: 10.1016/j.jtct.2023.03.016] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/03/2023] [Revised: 03/13/2023] [Accepted: 03/13/2023] [Indexed: 03/24/2023]
Abstract
BACKGROUND The use of allogeneic stem cell transplantation (allo-SCT) for the treatment of hematologic diseases is steadily increasing. However, allo-SCT has the downside of causing considerable treatment-related morbidity and mortality. Mobile technology applied to healthcare (mHealth) has proven to be a cost-effective strategy to improve care and offer new services to people with multimorbidity, but there are few data on its usefulness in allo-SCT recipients. OBJECTIVE The aim of this report was to describe a new integrated healthcare model facilitated by an mHealth platform, named EMMASalud-MY-Medula, and to report the results of a le. STUDY DESIGN The MY-Medula platform development approach consisted of 4 phases. Firstly, patient and healthcare professional needs were identified and technological development and pre-testing tests were conducted (phases 1-3, January 2016-March 2021). Then, a non-randomized, prospective, observational, single-center pilot study was conducted (October 2021-January 2022) at the adult Stem Cell Transplant Unit of a tertiary university hospital. RESULTS Twenty-eight volunteer allo-SCT recipients were included in the pilot study. Fifty percent were outpatients in the first-year post-SCT and the remaining 50% were affected by steroid-dependent graft-versus-host disease (SR-GVHD). All patients used MY-Medula application during the two-month follow-up period with a median number of visits to the application of 143 (range 6-477). A total of 2067 self-monitoring records were made, and 205 text messages were received, most of them related to symptoms description (47%) and doubts about medication (21%). In 3.4% of the cases drug dose adjustments were performed by the pharmacist because of dosing errors or interactions. At the end of the study, a 6-question Likert-type questionnaire for patients and a 22-question test for healthcare professionals showed a high degree of satisfaction (95% and 100% respectively) with the new healthcare pathway. CONCLUSIONS Re-engineering allo-SCT recipients follow-up into an integrated, multidisciplinary model of care facilitated by mHealth tools is feasible and has been associated with a high usability and degree of satisfaction by patients and healthcare professionals. A randomized trial aiming to determine the cost-effectiveness of MY-Medula-based follow-up post-SCT is currently enrolling participants.
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Affiliation(s)
- S Redondo
- Hematology Department, Hospital de la Santa Creu i Sant Pau. IIB-Sant Pau and José Carreras Leukemia Research Institutes. Departamento de Medicina, Universitat Autónoma de Barcelona, Spain.
| | - A De Dios
- Pharmacy Department, Hospital de la Santa Creu i Sant Pau.; Digital Health Department, Hospital de la Santa Creu i Sant Pau
| | - M Gomis-Pastor
- Pharmacy Department, Hospital de la Santa Creu i Sant Pau.; Digital Health Department, Hospital de la Santa Creu i Sant Pau
| | - A Esquirol
- Hematology Department, Hospital de la Santa Creu i Sant Pau. IIB-Sant Pau and José Carreras Leukemia Research Institutes. Departamento de Medicina, Universitat Autónoma de Barcelona, Spain
| | - O Aso
- Hematology Nursing Department, Hospital de la Santa Creu i Sant Pau
| | - M Triquell
- Hematology Nursing Department, Hospital de la Santa Creu i Sant Pau
| | - M E Moreno
- Pharmacy Department, Hospital de la Santa Creu i Sant Pau
| | - M Riba
- Pharmacy Department, Hospital de la Santa Creu i Sant Pau
| | - J Ruiz
- Nutrition and Dietetics Department, Hospital de la Santa Creu i Sant Pau
| | - A Blasco
- Nutrition and Dietetics Department, Hospital de la Santa Creu i Sant Pau
| | - E Tobajas
- Psycho-Oncology Department, Hospital de la Santa Creu i Sant Pau
| | - I González
- Hematology Nursing Department, Hospital de la Santa Creu i Sant Pau
| | - J Sierra
- Hematology Department, Hospital de la Santa Creu i Sant Pau. IIB-Sant Pau and José Carreras Leukemia Research Institutes. Departamento de Medicina, Universitat Autónoma de Barcelona, Spain
| | - R Martino
- Hematology Department, Hospital de la Santa Creu i Sant Pau. IIB-Sant Pau and José Carreras Leukemia Research Institutes. Departamento de Medicina, Universitat Autónoma de Barcelona, Spain
| | - I García-Cadenas
- Hematology Department, Hospital de la Santa Creu i Sant Pau. IIB-Sant Pau and José Carreras Leukemia Research Institutes. Departamento de Medicina, Universitat Autónoma de Barcelona, Spain
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9
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Mols RE, Bakos I, Christensen B, Horváth-Puhó E, Løgstrup BB, Eiskjær H. Influence of multimorbidity and socioeconomic factors on long-term cross-sectional health care service utilization in heart transplant recipients: A Danish cohort study. J Heart Lung Transplant 2022; 41:527-537. [DOI: 10.1016/j.healun.2022.01.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2021] [Revised: 11/29/2021] [Accepted: 01/04/2022] [Indexed: 11/27/2022] Open
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10
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Update on Treatment of Hypertension After Renal Transplantation. Curr Hypertens Rep 2021; 23:25. [PMID: 33961145 DOI: 10.1007/s11906-021-01151-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 04/26/2021] [Indexed: 10/21/2022]
Abstract
PURPOSE OF REVIEW To incorporate novel findings on pathophysiology and treatment of posttransplant hypertension. RECENT FINDINGS (1) The sodium retaining effects of CNIs are mediated by stimulation of the thiazide-sensitive sodium chloride co-transporter in the distal convoluted tubule and in this regard chlorthalidone was proven to be an effective antihypertensive drug in renal transplantation. (2) Local and not systemic activation of the renin-angiotensin-aldosterone system plays a crucial role in the pathogenesis of posttransplant hypertension. (3) Recent randomized controlled trials failed to prove the presumed superiority of renin-angiotensin blockers in kidney transplantation. (4) Steroid-free and mammalian target of rapamycin-based immunosuppressive drug combinations did not show favorable effects on blood pressure control. (5) In a recent report the risk of non-melanoma skin cancer was higher with thiazide diuretics. But the increased cancer risk in transplant recipients is mainly attributed to comorbidities, such as diabetes and hypertension and of course to the transplantation condition itself or the obligatory application of immunosuppression, and has little to do with the antihypertensive medication Actual recommendations about BP targets in adult renal transplant recipients are coming from a post hoc analysis of a large randomized trial with another primary endpoint. Unless convincing studies on treatment of hypertension after renal transplantation are available, the ESC/ESH Guidelines 2018 should apply for these patients.
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11
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Gomis-Pastor M, Mirabet Perez S, Roig Minguell E, Brossa Loidi V, Lopez Lopez L, Ros Abarca S, Galvez Tugas E, Mas-Malagarriga N, Mangues Bafalluy MA. Mobile Health to Improve Adherence and Patient Experience in Heart Transplantation Recipients: The mHeart Trial. Healthcare (Basel) 2021; 9:healthcare9040463. [PMID: 33919899 PMCID: PMC8070926 DOI: 10.3390/healthcare9040463] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2021] [Revised: 04/05/2021] [Accepted: 04/07/2021] [Indexed: 11/24/2022] Open
Abstract
Non-adherence after heart transplantation (HTx) is a significant problem. The main objective of this study was to evaluate if a mHealth strategy is more effective than standard care in improving adherence and patients’ experience in heart transplant recipients. Methods: This was a single-center, randomized controlled trial (RCT) in adult recipients >1.5 years post-HTx. Participants were randomized to standard care (control group) or to the mHeart Strategy (intervention group). For patients randomized to the mHeart strategy, multifaceted theory-based interventions were provided during the study period to optimize therapy management using the mHeart mobile application. Patient experience regarding their medication regimens were evaluated in a face-to-face interview. Medication adherence was assessed by performing self-reported questionnaires. A composite adherence score that included the SMAQ questionnaire, the coefficient of variation of drug levels and missing visits was also reported. Results: A total of 134 HTx recipients were randomized (intervention N = 71; control N = 63). Mean follow-up was 1.6 (SD 0.6) years. Improvement in adherence from baseline was significantly higher in the intervention group versus the control group according to the SMAQ questionnaire (85% vs. 46%, OR = 6.7 (2.9; 15.8), p-value < 0.001) and the composite score (51% vs. 23%, OR = 0.3 (0.1; 0.6), p-value = 0.001). Patients’ experiences with their drug therapy including knowledge of their medication timing intakes (p-value = 0.019) and the drug indications or uses that they remembered (p-value = 0.003) significantly improved in the intervention versus the control group. Conclusions: In our study, the mHealth-based strategy significantly improved adherence and patient beliefs regarding their medication regimens among the HTx population. The mHeart mobile application was used as a feasible tool for providing long-term, tailor-made interventions to HTx recipients to improve the goals assessed.
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Affiliation(s)
- Mar Gomis-Pastor
- Pharmacy Department, Hospital de la Santa Creu i Sant Pau, IIB Sant Pau, 08025 Barcelona, Catalonia, Spain
- Correspondence: ; Tel.: +34-667411996
| | - Sonia Mirabet Perez
- Cardiology Department, Hospital de la Santa Creu i Santa Pau and CIBER de Enfermedades Cardiovasculares (CIBER-CV), 08041 Barcelona, Catalonia, Spain;
| | - Eulalia Roig Minguell
- Heart Failure and Heart Transplant Unit, Cardiology Department, Hospital de la Santa Creu i Santa Pau, 08041 Barcelona, Catalonia, Spain; (E.R.M.); (V.B.L.); (L.L.L.); (S.R.A.); (E.G.T.)
| | - Vicenç Brossa Loidi
- Heart Failure and Heart Transplant Unit, Cardiology Department, Hospital de la Santa Creu i Santa Pau, 08041 Barcelona, Catalonia, Spain; (E.R.M.); (V.B.L.); (L.L.L.); (S.R.A.); (E.G.T.)
| | - Laura Lopez Lopez
- Heart Failure and Heart Transplant Unit, Cardiology Department, Hospital de la Santa Creu i Santa Pau, 08041 Barcelona, Catalonia, Spain; (E.R.M.); (V.B.L.); (L.L.L.); (S.R.A.); (E.G.T.)
| | - Sandra Ros Abarca
- Heart Failure and Heart Transplant Unit, Cardiology Department, Hospital de la Santa Creu i Santa Pau, 08041 Barcelona, Catalonia, Spain; (E.R.M.); (V.B.L.); (L.L.L.); (S.R.A.); (E.G.T.)
| | - Elisabeth Galvez Tugas
- Heart Failure and Heart Transplant Unit, Cardiology Department, Hospital de la Santa Creu i Santa Pau, 08041 Barcelona, Catalonia, Spain; (E.R.M.); (V.B.L.); (L.L.L.); (S.R.A.); (E.G.T.)
| | - Núria Mas-Malagarriga
- Pharmacy Department, Hospital de la Santa Creu i Santa Pau, 08025 Barcelona, Catalonia, Spain;
| | - Mª Antonia Mangues Bafalluy
- Pharmacy Department, Hospital de la Santa Creu i Santa Pau and CIBER de Bioingeniería, Biomateriales y Nanomedicina (CIBER-BBN), 08025 Barcelona, Catalonia, Spain;
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12
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Anger LB, Doligalski CT. Solid organ transplant pharmacotherapy: Complicated and continually changing. Pharmacotherapy 2021; 41:4-5. [PMID: 33598986 DOI: 10.1002/phar.2492] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2020] [Revised: 11/30/2020] [Accepted: 12/01/2020] [Indexed: 11/09/2022]
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13
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Kudesia P, Salimarouny B, Stanley M, Fortin M, Stewart M, Terry A, Ryan BL. The incidence of multimorbidity and patterns in accumulation of chronic conditions: A systematic review. JOURNAL OF MULTIMORBIDITY AND COMORBIDITY 2021; 11:26335565211032880. [PMID: 34350127 PMCID: PMC8287424 DOI: 10.1177/26335565211032880] [Citation(s) in RCA: 34] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/20/2021] [Accepted: 06/24/2021] [Indexed: 12/17/2022]
Abstract
Multimorbidity, the presence of 1+ chronic condition in an individual, remains one of the greatest challenges to health on a global scale. Although the prevalence of multimorbidity has been well-established, its incidence is not fully understood. This systematic review determined the incidence of multimorbidity across the lifespan; the order in which chronic conditions accumulate to result in multimorbidity; and cataloged methods used to determine and report accumulation of chronic conditions resulting in multimorbidity. Studies were identified by searching MEDLINE, Embase, CINAHL, and Cochrane electronic databases. Two independent reviewers evaluated studies for inclusion and performed quality assessments. Of 36 included studies, there was high heterogeneity in study design and operational definitions of multimorbidity. Studies reporting incidence (n = 32) reported a median incidence rate of 30.7 per 1,000 person-years (IQR 39.5 per 1,000 person-years) and a median cumulative incidence of 2.8% (IQR 28.7%). Incidence was notably higher for persons with older age and 1+ chronic conditions at baseline. Studies reporting patterns in accumulation of chronic conditions (n = 5) reported hypertensive and heart diseases, and diabetes, as among the common starting conditions resulting in later multimorbidity. Methods used to discern patterns were highly heterogenous, ranging from the use of latent growth trajectories to divisive cluster analyses, and presentation using alluvial plots to cluster trajectories. Studies reporting the incidence of multimorbidity and patterns in accumulation of chronic conditions vary greatly in study designs and definitions used. To allow for more accurate estimations and comparison, studies must be transparent and consistent in operational definitions of multimorbidity applied.
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Affiliation(s)
- Prtha Kudesia
- Schulich Interfaculty Program in Public Health, University of Western
Ontario, London, Ontario, Canada
| | - Banafsheh Salimarouny
- Schulich Interfaculty Program in Public Health, University of Western
Ontario, London, Ontario, Canada
| | - Meagan Stanley
- Allyn & Betty Taylor Library, University of Western
Ontario, London, Ontario, Canada
| | - Martin Fortin
- Department of Family Medicine and Emergency Medicine, Université de Sherbrooke, Sherbrooke, Québec, Canada
| | - Moira Stewart
- Centre for Studies in Family Medicine & Department of Family
Medicine, Schulich School of Medicine & Dentistry, University of Western
Ontario, London, Ontario, Canada
- Department of Epidemiology and Biostatistics, Schulich School of
Medicine & Dentistry, University of Western Ontario, London, Ontario,
Canada
| | - Amanda Terry
- Schulich Interfaculty Program in Public Health, University of Western
Ontario, London, Ontario, Canada
- Centre for Studies in Family Medicine & Department of Family
Medicine, Schulich School of Medicine & Dentistry, University of Western
Ontario, London, Ontario, Canada
- Department of Epidemiology and Biostatistics, Schulich School of
Medicine & Dentistry, University of Western Ontario, London, Ontario,
Canada
| | - Bridget L Ryan
- Centre for Studies in Family Medicine & Department of Family
Medicine, Schulich School of Medicine & Dentistry, University of Western
Ontario, London, Ontario, Canada
- Department of Epidemiology and Biostatistics, Schulich School of
Medicine & Dentistry, University of Western Ontario, London, Ontario,
Canada
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14
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Gomis-Pastor M, Mirabet S, Roig E, Lopez L, Brossa V, Galvez-Tugas E, Rodriguez-Murphy E, Feliu A, Ontiveros G, Garcia-Cuyàs F, Salazar A, Mangues MA. Interdisciplinary Mobile Health Model to Improve Clinical Care After Heart Transplantation: Implementation Strategy Study. JMIR Cardio 2020; 4:e19065. [PMID: 33231557 PMCID: PMC7723747 DOI: 10.2196/19065] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2020] [Revised: 07/05/2020] [Accepted: 09/16/2020] [Indexed: 12/12/2022] Open
Abstract
Background Solid organ transplantation could be the only life-saving treatment for end-stage heart failure. Nevertheless, multimorbidity and polypharmacy remain major problems after heart transplant. A technology-based behavioral intervention model was established to improve clinical practice in a heart transplant outpatient setting. To support the new strategy, the mHeart app, a mobile health (mHealth) tool, was developed for use by patients and providers. Objective The primary objective of this study was to describe the implementation of the mHeart model and to outline the main facilitators identified when conceiving an mHealth approach. The secondary objectives were to evaluate the barriers, benefits, and willingness to use mHealth services reported by heart transplant recipients and cardiology providers. Methods This was an implementation strategy study directed by a multidisciplinary cardiology team conducted in four stages: design of the model and the software, development of the mHeart tool, interoperability among systems, and quality and security requirements. A mixed methods study design was applied combining a literature review, several surveys, interviews, and focus groups. The approach involved merging engineering and behavioral theory science. Participants were chronic-stage heart transplant recipients, patient associations, health providers, stakeholders, and diverse experts from the legal, data protection, and interoperability fields. Results An interdisciplinary and patient-centered process was applied to obtain a comprehensive care model. The heart transplant recipients (N=135) included in the study confirmed they had access to smartphones (132/135, 97.7%) and were willing to use the mHeart system (132/135, 97.7%). Based on stakeholder agreement (>75%, N=26), the major priorities identified of the mHealth approach were to improve therapy management, patient empowerment, and patient-provider interactions. Stakeholder agreement on the barriers to implementing the system was weak (<75%). Establishing the new model posed several challenges to the multidisciplinary team in charge. The main factors that needed to be overcome were ensuring data confidentiality, reducing workload, minimizing the digital divide, and increasing interoperability. Experts from various fields, scientific societies, and patient associations were essential to meet the quality requirements and the model scalability. Conclusions The mHeart model will be applicable in distinct clinical and research contexts, and may inspire other cardiology health providers to create innovative ways to deal with therapeutic complexity and multimorbidity through health care systems. Professionals and patients are willing to use such innovative mHealth programs. The facilitators and key strategies described were needed for success in the implementation of the new holistic theory–based mHealth strategy.
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Affiliation(s)
- Mar Gomis-Pastor
- Pharmacy Department, Hospital de la Santa Creu i Sant Pau, Barcelona, Spain.,Heart Failure and Heart Transplant Unit, Cardiology Department, Hospital de la Santa Creu i Sant Pau, Barcelona, Spain
| | - Sonia Mirabet
- Heart Failure and Heart Transplant Unit, Cardiology Department, Hospital de la Santa Creu i Sant Pau, Barcelona, Spain
| | - Eulalia Roig
- Heart Failure and Heart Transplant Unit, Cardiology Department, Hospital de la Santa Creu i Sant Pau, Barcelona, Spain
| | - Laura Lopez
- Heart Failure and Heart Transplant Unit, Cardiology Department, Hospital de la Santa Creu i Sant Pau, Barcelona, Spain
| | - Vicens Brossa
- Heart Failure and Heart Transplant Unit, Cardiology Department, Hospital de la Santa Creu i Sant Pau, Barcelona, Spain
| | - Elisabeth Galvez-Tugas
- Heart Failure and Heart Transplant Unit, Cardiology Department, Hospital de la Santa Creu i Sant Pau, Barcelona, Spain
| | | | - Anna Feliu
- Pharmacy Department, Hospital de la Santa Creu i Sant Pau, Barcelona, Spain
| | - Gerardo Ontiveros
- Information System Department, Hospital de la Santa Creu i Sant Pau, Barcelona, Spain
| | | | - Albert Salazar
- Director Manager, Hospital Universitari Vall Hebron, Barcelona, Spain
| | - M Antonia Mangues
- Pharmacy Department, Hospital de la Santa Creu i Sant Pau, Barcelona, Spain
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15
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Gomis-Pastor M, Roig E, Mirabet S, T De Pourcq J, Conejo I, Feliu A, Brossa V, Lopez L, Ferrero-Gregori A, Barata A, Mangues MA. A Mobile App (mHeart) to Detect Medication Nonadherence in the Heart Transplant Population: Validation Study. JMIR Mhealth Uhealth 2020; 8:e15957. [PMID: 32014839 PMCID: PMC7055830 DOI: 10.2196/15957] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/21/2019] [Revised: 10/18/2019] [Accepted: 12/16/2019] [Indexed: 01/17/2023] Open
Abstract
Background Medication nonadherence in heart transplant recipients (HTxR) is related to graft loss and death. mHeart is a mobile app that uses electronic patient-reported outcome measures (ePROMs) to identify and manage medication nonadherence in the outpatient heart transplant (HTx) population. Objective The study primarily aimed to validate mHeart to measure medication nonadherence in early stage HTxR by assessing the psychometric properties of ePROMs. The secondary aims were to (1) measure patient satisfaction with the mHeart tool and its usability and (2) explore the impact of a theory-based treatment on medication nonadherence rates to determine its scalability to larger research. Methods A prospective study was conducted in the outpatient clinic of a tertiary hospital. All consecutive early stage HTxR (<1.5 years from HTx) were included. The ePROM psychometric properties assessed were validity, reliability, responsiveness, interpretability, and burden. ePROMs comprised the 4-item Morisky-Green-Levine questionnaire and an adapted version of the Haynes-Sackett questionnaire. The Simplified Medication Adherence Questionnaire (SMAQ) was also applied on-site. Three consecutive medication nonadherence assessments were performed by a transplant pharmacist. To improve medication nonadherence, theory-based interventions were delivered in a 1-month period. Patient satisfaction was assessed by a semiquantitative Web-based survey at the end of the study. Results We included 31 early stage HTxR (age: mean 54 years, SD 12 years), and 71% (22/31) of them were men. The HTxR were taking a mean 13 (SD 4; range 7-18) drugs per day. A total of 42% (13/31) of patients were unaware of the consequences of medication nonadherence, and 39% (12/31) of patients were nonadherent to immunosuppressive treatment. The content validity measure showed excellent levels of expert panel agreement for the Haynes-Sacket (14/14, 100%) and Morisky-Green-Levine (13/14, 93%) questionnaires. SMAQ and Morisky-Green-Levine ePROMs showed similar measurement domains (convergent validity, phi=0.6, P<.001), which, as expected, differed from Haynes-Sackett ePROMs (divergent validity, phi=0.3, P=.12). Reliability assessment revealed a very strong association between ePROM and on-site PROMs (phi>0.7, P<.001). Reproducibility was moderate (Haynes-Sackett κ=0.6, P<.002) or poor (Morisky-Green-Levine κ=0.3, P=.11) because of unexpected improved medication adherence rates during the test-retest period. According to responsiveness, the theory-based multifaceted intervention program improved medication nonadherence by 16% to 26% (P<.05). A burden analysis showed that ePROMs could potentially overcome traditional on-site limitations (eg, automatic recording of ePROM responses in the hospital information system). The mean score for overall patient satisfaction with the mHeart approach was 9 (SD 2; score range: 0-10). All 100% (29/29) of patients surveyed reported that they would recommend the mHeart platform to other HTxR. Conclusions ePROMs adhered to the quality standards and successfully identified medication nonadherence in the HTx population, supporting their widespread use. The theory-based intervention program showed a promising improvement in medication adherence rates and produced excellent patient satisfaction and usability scores in HTxR.
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Affiliation(s)
- Mar Gomis-Pastor
- Pharmacy Department, Hospital de la Santa Creu i Sant Pau, Barcelona, Spain.,Heart Failure and Heart Transplant Unit, Cardiology Department, Hospital de la Santa Creu i Sant Pau, Barcelona, Catalonia, Spain
| | - Eulalia Roig
- Heart Failure and Heart Transplant Unit, Cardiology Department, Hospital de la Santa Creu i Sant Pau, Barcelona, Catalonia, Spain.,Medicine Department, Autonomous University of Barcelona (UAB), Barcelona, Catalonia, Spain
| | - Sonia Mirabet
- Heart Failure and Heart Transplant Unit, Cardiology Department, Hospital de la Santa Creu i Sant Pau, Barcelona, Catalonia, Spain
| | - Jan T De Pourcq
- Pharmacy Department, Hospital de la Santa Creu i Sant Pau, Barcelona, Catalonia, Spain
| | - Irene Conejo
- Pharmacy Department, Hospital de la Santa Creu i Sant Pau, Barcelona, Catalonia, Spain
| | - Anna Feliu
- Pharmacy Department, Hospital de la Santa Creu i Sant Pau, Barcelona, Catalonia, Spain
| | - Vicens Brossa
- Heart Failure and Heart Transplant Unit, Cardiology Department, Hospital de la Santa Creu i Sant Pau, Barcelona, Catalonia, Spain
| | - Laura Lopez
- Heart Failure and Heart Transplant Unit, Cardiology Department, Hospital de la Santa Creu i Sant Pau, Barcelona, Catalonia, Spain
| | - Andreu Ferrero-Gregori
- Institute of Biomedical Research IIB Sant Pau, Biomedical Research Networking Center on Cardiovascular Diseases (CIBERCV), Universitat Autonoma de Barcelona, Barcelona, Catalonia, Spain
| | - Anna Barata
- Moffitt Cancer Center, Florida, FL, United States
| | - M Antonia Mangues
- Pharmacy Department, Hospital de la Santa Creu i Sant Pau, Barcelona, Catalonia, Spain
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