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Ji JY, Huh G, Ji E, Lee JY, Kang SH, Cha W, Jeong WJ, Jung YH. The Impact of a Twice-daily Versus Once-daily Proton Pump Inhibitor Dosing Regimen on Laryngopharyngeal Reflux Symptoms: A Prospective Randomized Controlled Trial. J Neurogastroenterol Motil 2024; 30:459-467. [PMID: 39139030 PMCID: PMC11474552 DOI: 10.5056/jnm23118] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/31/2023] [Revised: 10/26/2023] [Accepted: 02/27/2024] [Indexed: 08/15/2024] Open
Abstract
Background/Aims Proton pump inhibitors (PPIs) play a crucial role in managing laryngopharyngeal reflux (LPR), but the optimal dosing regimen remains unclear. We aim to compare the effectiveness of the same total PPI dose administered twice daily versus once daily in LPR patients. Methods We conducted a prospective randomized controlled trial at a tertiary referral hospital, enrolling a total of 132 patients aged 19 to 79 with LPR. These patients were randomly assigned to receive either a 10 mg twice daily (BID) or a 20 mg once daily (QD) dose of ilaprazole for 12 weeks. The Reflux Symptom Index (RSI) and Reflux Finding Score (RFS) were assessed at 8 weeks and 16 weeks. The primary endpoint was the RSI response, defined as a reduction of 50% or more in the total RSI score from baseline. We also analyzed the efficacy of the dosing regimens and the impact of dosing and duration on treatment outcomes. Results The BID group did not display a higher response rate for RSI than the QD group. The changes in total RSI scores at the 8-week and 16- week visits showed no significant differences between the 2 groups. Total RFS alterations were also comparable between both groups. Each dosing regimen demonstrated significant decreases in RSI and RFS. Conclusions Both BID and QD PPI dosing regimens improved subjective symptom scores and objective laryngoscopic findings. There was no significant difference in RSI improvement between the 2 dosing regimens, indicating that either dosing regimen could be considered a viable treatment option.
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Affiliation(s)
- Jeong-Yeon Ji
- Department of Otorhinolaryngology-Head and Neck Surgery, Seoul National University Bundang Hospital, Seongnam, Gyeonggi-do, Korea
- Department of Otorhinolaryngology-Head and Neck Surgery, Seoul National University College of Medicine, Seoul, Korea
| | - Gene Huh
- Department of Otorhinolaryngology-Head and Neck Surgery, Seoul National University College of Medicine, Seoul, Korea
- Department of Otorhinolaryngology-Head and Neck Surgery, St. Vincent’s Hospital, College of Medicine, The Catholic University of Korea, Seoul, Korea
| | - Eunjeong Ji
- Medical Research Collaborating Center, Seoul National University Bundang Hospital, Seongnam, Gyeonggi-do, Korea
| | - Jin Yi Lee
- Department of Otorhinolaryngology-Head and Neck Surgery, Seoul National University Bundang Hospital, Seongnam, Gyeonggi-do, Korea
| | - Seung Heon Kang
- Department of Otorhinolaryngology-Head and Neck Surgery, Chungbuk National University Hospital, Chungbuk National University College of Medicine, Cheongju, Chungcheongbuk-do, Korea
| | - Wonjae Cha
- Department of Otorhinolaryngology-Head and Neck Surgery, Seoul National University Bundang Hospital, Seongnam, Gyeonggi-do, Korea
- Department of Otorhinolaryngology-Head and Neck Surgery, Seoul National University College of Medicine, Seoul, Korea
| | - Woo-Jin Jeong
- Department of Otorhinolaryngology-Head and Neck Surgery, Seoul National University Bundang Hospital, Seongnam, Gyeonggi-do, Korea
- Department of Otorhinolaryngology-Head and Neck Surgery, Seoul National University College of Medicine, Seoul, Korea
- Sensory Organ Research Institute, Seoul National University Medical Research Center, Seoul, Korea
| | - Young Ho Jung
- Department of Otorhinolaryngology-Head and Neck Surgery, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
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Van Gelder IC, Rienstra M, Bunting KV, Casado-Arroyo R, Caso V, Crijns HJGM, De Potter TJR, Dwight J, Guasti L, Hanke T, Jaarsma T, Lettino M, Løchen ML, Lumbers RT, Maesen B, Mølgaard I, Rosano GMC, Sanders P, Schnabel RB, Suwalski P, Svennberg E, Tamargo J, Tica O, Traykov V, Tzeis S, Kotecha D. 2024 ESC Guidelines for the management of atrial fibrillation developed in collaboration with the European Association for Cardio-Thoracic Surgery (EACTS). Eur Heart J 2024; 45:3314-3414. [PMID: 39210723 DOI: 10.1093/eurheartj/ehae176] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 09/04/2024] Open
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Poungkaew A, Tankumpuan T, Riangkam C, Kongwatcharapong J, Daekunthod T, Sriyayang K, Krittayaphong R, Koirala B. Warfarin Adherence and Its Associated Factors in Thai Older Adults with Atrial Fibrillation. J Multidiscip Healthc 2024; 17:4455-4464. [PMID: 39295959 PMCID: PMC11409932 DOI: 10.2147/jmdh.s472597] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2024] [Accepted: 08/19/2024] [Indexed: 09/21/2024] Open
Abstract
Introduction Older people mostly found unable to adhere with warfarin treatment guidelines. The health service system is challenged in order to improve medication adherence in older population under limited health resources. The purpose of this study was to explore health systems factors on warfarin adherence in older population, particularly in resources constraint setting. Methods This study was a cross-sectional predictive study that enrolled older people who experienced atrial fibrillation (AF) and treated by warfarin, aged 60 years and over, and followed up at the warfarin clinic. Results A total of 197 participants with the mean age of 72.03 years (SD = 8.84) was recruited. Almost of them (85.8%) reported adhered to warfarin prescription. More than a half (60.5%) were able to report their targeted INR. Participants who stayed with the family had 5.54 times (95% CI 1.79-19.33), took regular daily dose warfarin had 5.07 times (95% CI 1.05-24.49), perceived targeted INR had 2.94 times (95% CI 1.04-8.29), and received family support had 1.33 times (95% CI 1.11-1.60) increased odds of warfarin adherence than those who did not. Participants who perceived a barrier to taking medication had 0.93 times decreased odds of warfarin adherence than those who did not (95% CI 0.86-0.99). Conclusion Healthcare system should encourage family to support the older population with AF in order to increase warfarin adherence. Future research should develop intervention combining family support to promote warfarin adherence.
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Affiliation(s)
- Autchariya Poungkaew
- Department of Medical Nursing, Faculty of Nursing, Mahidol University, Bangkok, Thailand
| | - Thitipong Tankumpuan
- Department of Surgical Nursing, Faculty of Nursing, Mahidol University, Bangkok, Thailand
| | - Chontira Riangkam
- Department of Medical Nursing, Faculty of Nursing, Mahidol University, Bangkok, Thailand
| | | | | | | | - Rungroj Krittayaphong
- Division of Cardiology, Department of Medicine, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok, Thailand
| | - Binu Koirala
- Johns Hopkins University School of Nursing, Baltimore, MD, USA
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Mohan A, Damgacioglu H, Deshmukh AA, Chen H, Wanat M, Essien EJ, Paranjpe R, Fatima B, Abughosh S. Impact of adherence on the cost-effectiveness of apixaban and rivaroxaban in stroke prevention among patients with atrial fibrillation in the United States. Expert Rev Pharmacoecon Outcomes Res 2024:1-8. [PMID: 39225337 DOI: 10.1080/14737167.2024.2398487] [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: 05/21/2024] [Accepted: 07/15/2024] [Indexed: 09/04/2024]
Abstract
OBJECTIVE Despite the beneficial effects of DOACs, suboptimal adherence is widely documented, and real-world adherence is lower than in clinical trials. The objective of this study is to compare the cost-effectiveness of apixaban versus rivaroxaban for stroke prevention by incorporating real-world adherence from the US payer's perspective. METHODS We developed a Markov model with three health states to evaluate the total costs and quality-adjusted life years (QALY) at a willingness to pay threshold of $100,000. The population was a hypothetical cohort of 65-year-old patients with moderate to high stroke risk. The transition probabilities of healthy adherent, nonadherent, and stroke were obtained from a Medicare Advantage Plan. The utilities and costs were obtained from prior clinical studies. Deterministic and probabilistic sensitivity analyses were conducted. RESULTS Apixaban was cost-effective than rivaroxaban at a willingness to pay threshold of $100,000. Apixaban yielded an additional 0.12 QALYs at a cost of $1904.39, resulting in an incremental cost-effectiveness ratio (ICER) of $16,279.25 per QALY gained. The Monte Carlo simulations indicated that apixaban was cost-effective at 89.67% of simulations. The ICER results were impacted by the medical costs among nonadherent patients. CONCLUSION After incorporating adherence, apixaban 5 mg was a cost-effective alternative to rivaroxaban 20 mg for stroke prevention among elderly atrial fibrillation (AF) patients.
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Affiliation(s)
- Anjana Mohan
- College of Pharmacy, University of Houston, Houston, TX, USA
| | - Haluk Damgacioglu
- Department of Public Health Sciences, Medical University of South Carolina, Charleston, SC, USA
| | - Ashish A Deshmukh
- Department of Public Health Sciences, Medical University of South Carolina, Charleston, SC, USA
| | - Hua Chen
- College of Pharmacy, University of Houston, Houston, TX, USA
| | - Matthew Wanat
- Department of Pharmacy Practice and Translational Research, University of Houston, Houston, TX, USA
| | | | | | - Bilqees Fatima
- College of Pharmacy, University of Houston, Houston, TX, USA
| | - Susan Abughosh
- College of Pharmacy, University of Houston, Houston, TX, USA
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Mohan A, Chen H, Deshmukh AA, Wanat M, Essien EJ, Paranjpe R, Fatima B, Abughosh S. Group-based trajectory modeling to identify adherence patterns for direct oral anticoagulants in Medicare beneficiaries with atrial fibrillation: a real-world study on medication adherence. Int J Clin Pharm 2024:10.1007/s11096-024-01786-y. [PMID: 39190225 DOI: 10.1007/s11096-024-01786-y] [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: 02/07/2024] [Accepted: 07/25/2024] [Indexed: 08/28/2024]
Abstract
BACKGROUND Suboptimal adherence to direct oral anticoagulants (DOACs) among atrial fibrillation (AF) patients remains currently a major concern due to the increased risk of cardiac and thromboembolic events. AIM To identify longitudinal distinct trajectories of DOAC adherence and sociodemographic and clinical factors associated with each trajectory. METHOD Patients with AF who were prescribed with DOAC from July 2016-December 2017 were identified among patients enrolled in the Medicare Advantage Plan. Patients were followed up for a year after the index date to calculate the monthly proportion of days covered (PDC). The monthly PDC was incorporated into the logistic group-based trajectory model to evaluate distinct patterns of adherence. A multinomial regression model was carried out to assess various predictors associated with each trajectory. Sub-group analysis was conducted among incident DOAC users. RESULTS Total of 1969 patients with AF, four distinct trajectories of adherence were selected: adherent 36.8%, gaps in adherence 9.3%, gradual decline in adherence 29.7%, and rapid decline in adherence 24.2%. Significant predictors associated with suboptimal adherence trajectories were age (75 years or older), gender (male vs female), low-income subsidy health plan, prevalent users, and presence of comorbidities. Among 933 incident users, three adherence trajectories were identified: adherent trajectory (31.8%), rapid decline in adherence (32.5%), and gradual decline in adherence (35.6%). The significant predictors among incident users were gender (male vs female), low-income subsidy health plan, HAS-BLED score ≥ 2, and presence of coronary artery disease. CONCLUSION Adherence to DOACs was suboptimal among the total population and incident users.
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Affiliation(s)
- Anjana Mohan
- College of Pharmacy, University of Houston, Health 2, Room 4048, 4349 Martin Luther King Boulevard, Houston, TX, 77204-5047, USA
| | - Hua Chen
- College of Pharmacy, University of Houston, Health 2, Room 4048, 4349 Martin Luther King Boulevard, Houston, TX, 77204-5047, USA
| | - Ashish A Deshmukh
- Department of Public Health Sciences, Medical University of South Carolina, Charleston, SC, USA
| | - Matthew Wanat
- College of Pharmacy, University of Houston, Health 2, Room 4048, 4349 Martin Luther King Boulevard, Houston, TX, 77204-5047, USA
| | - Ekere James Essien
- College of Pharmacy, University of Houston, Health 2, Room 4048, 4349 Martin Luther King Boulevard, Houston, TX, 77204-5047, USA
| | - Rutugandha Paranjpe
- College of Pharmacy, University of Houston, Health 2, Room 4048, 4349 Martin Luther King Boulevard, Houston, TX, 77204-5047, USA
| | - Bilqees Fatima
- College of Pharmacy, University of Houston, Health 2, Room 4048, 4349 Martin Luther King Boulevard, Houston, TX, 77204-5047, USA
| | - Susan Abughosh
- College of Pharmacy, University of Houston, Health 2, Room 4048, 4349 Martin Luther King Boulevard, Houston, TX, 77204-5047, USA.
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Eustace I. Anticoagulation Adherence: Bridging the Gap between Acute Stroke Treatment and Long-Term Secondary Prevention. Cerebrovasc Dis Extra 2024; 14:101-104. [PMID: 39134009 PMCID: PMC11521491 DOI: 10.1159/000540805] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/29/2024] [Accepted: 08/06/2024] [Indexed: 08/29/2024] Open
Affiliation(s)
- Ian Eustace
- Liverpool Centre for Cardiovascular Science, Liverpool John Moores University and Liverpool Heart and Chest Hospital, University of Liverpool, Liverpool, UK
- School of Nursing and Advanced Practice, Liverpool John Moores University, Liverpool, UK
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Ton MT, Quang Ho TH, Nguyen VL, Pham HM, Hoang SV, Vo NT, Nguyen TQ, Pham LT, Mai TD, Nguyen TH. Selection of Non-vitamin K Antagonist Oral Anticoagulant for Stroke Prevention in Atrial Fibrillation Based on Patient Profile: Perspectives from Vietnamese Experts. Part 2. Eur Cardiol 2023; 18:e62. [PMID: 38174218 PMCID: PMC10762676 DOI: 10.15420/ecr.2023.25] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2023] [Accepted: 08/18/2023] [Indexed: 01/05/2024] Open
Abstract
Part 1 of this review provided an overview of AF in Vietnam, with a particular focus on primary and secondary stroke prevention. Part 2 explores the management of AF in special, high-risk and clinically common patient populations, including those with renal impairment, diabetes, the elderly, and those with coronary artery disease. Furthermore, Part 2 addresses the challenges posed by patients with AF who have a bioprosthetic valve, a group situated in a grey area of consideration. Managing AF in these patient groups presents unique clinical challenges that require careful consideration. Physicians are tasked with addressing specific clinical questions to identify the optimal anticoagulation strategy for each individual. To inform these decisions, subgroup analyses from pivotal studies are presented alongside real-world data derived from clinical practice. By synthesising available information and considering the nuanced clinical context, the aim is to provide informed perspectives that align with current medical knowledge and contribute to the enhancement of patient care in these challenging scenarios.
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Affiliation(s)
| | | | | | - Hung Manh Pham
- Vietnam Heart Institute, Bach Mai HospitalHanoi, Vietnam
- Hanoi Medical UniversityHanoi, Vietnam
| | - Sy Van Hoang
- Cardiovascular Department, Cho Ray HospitalHo Chi Minh City, Vietnam
- University of Medicine and Pharmacy at Ho Chi Minh CityHo Chi Minh City, Vietnam
| | - Nhan Thanh Vo
- Cardiovascular Department, Cho Ray HospitalHo Chi Minh City, Vietnam
- Cardiovascular Center, Vinmec HospitalHo Chi Minh City, Vietnam
| | | | - Linh Tran Pham
- Vietnam Heart Institute, Bach Mai HospitalHanoi, Vietnam
| | - Ton Duy Mai
- Hanoi Medical UniversityHanoi, Vietnam
- Stroke Center, Bach Mai HospitalHanoi, Vietnam
- VNU-University of Medicine and PharmacyHanoi, Vietnam
| | - Thang Huy Nguyen
- Cerebrovascular Disease Department, People's 115 Hospital
- Pham Ngoc Thach University of MedicineHo Chi Minh City, Vietnam
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Naccarelli GV. Direct Oral Anticoagulants: Patients Benefit When Prescribers Get the Message. Am J Cardiol 2023; 206:365-367. [PMID: 37679191 DOI: 10.1016/j.amjcard.2023.08.089] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/15/2023] [Accepted: 08/16/2023] [Indexed: 09/09/2023]
Affiliation(s)
- Gerald V Naccarelli
- Penn State Hershey Heart & Vascular Institute, Cardiac Electrophysiology Program, Hershey, Pennsylvania.
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Voss A, Kollhorst B, Platzbecker K, Amann U, Haug U. Risk Profiles of New Users of Oral Anticoagulants Between 2011 and 2019 in Germany. Clin Epidemiol 2023; 15:827-837. [PMID: 37483262 PMCID: PMC10362862 DOI: 10.2147/clep.s405585] [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: 02/14/2023] [Accepted: 06/21/2023] [Indexed: 07/25/2023] Open
Abstract
Purpose Over the last decade, the use of direct oral anticoagulants (DOACs) has strongly increased. We aimed to describe and compare risk profiles including potential changes over time among persons with non-valvular atrial fibrillation initiating treatment with different DOACs or phenprocoumon (vitamin K antagonist) between 2011 and 2019 in Germany. Patients and Methods Using the German Pharmacoepidemiological Research Database (GePaRD; claims data of ~20% of the German population), we identified persons with a first dispensing of phenprocoumon or a DOAC and a diagnosis of non-valvular atrial fibrillation between August 2011 and December 2019. We described the morbidity of included patients prior to treatment initiation, stratified by year of treatment initiation. Results Overall, we included 448,028 new users (phenprocoumon: N = 118,117, rivaroxaban: N = 130,997, apixaban: N = 130,300, edoxaban: N = 38,128, dabigatran: N = 30,486). Comparing new DOAC users in 2019, the proportion with prior ischemic stroke was highest for dabigatran (17%) and lowest for rivaroxaban (8%). The proportion with prior major bleeding was also highest for dabigatran (25%) and lowest for edoxaban (20%). New users of apixaban were oldest and, eg, showed the highest prevalence of congestive heart failure. Changes over time were most pronounced for phenprocoumon. For example, among persons initiating phenprocoumon in 2012 vs 2019, the proportion with prior major bleeding increased from 18% to 35%; the proportion with renal disease increased from 20% to 36% and the proportion with liver disease from 18% to 24%. Conclusion This study demonstrated differences in risk profiles between new users of different oral anticoagulants and substantial changes over time among new phenprocoumon users. These differences have to be considered in head-to-head comparisons of these drugs based on observational data, especially regarding potential unmeasured confounding.
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Affiliation(s)
- Annemarie Voss
- Department of Clinical Epidemiology, Leibniz Institute for Prevention Research and Epidemiology – BIPS, Bremen, Germany
| | - Bianca Kollhorst
- Department of Biometry and Data Management, Leibniz Institute for Prevention Research and Epidemiology – BIPS, Bremen, Germany
| | - Katharina Platzbecker
- Department of Clinical Epidemiology, Leibniz Institute for Prevention Research and Epidemiology – BIPS, Bremen, Germany
| | - Ute Amann
- Department of Clinical Epidemiology, Leibniz Institute for Prevention Research and Epidemiology – BIPS, Bremen, Germany
| | - Ulrike Haug
- Department of Clinical Epidemiology, Leibniz Institute for Prevention Research and Epidemiology – BIPS, Bremen, Germany
- Faculty of Human and Health Sciences, University of Bremen, Bremen, Germany
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van der Horst SFB, de Vries TA, Chu G, Bavalia R, Xiong H, van de Wiel KM, Mulder K, van Ballegooijen H, de Groot JR, Middeldorp S, Klok FA, Hemels ME, Huisman MV. Prevalence and Predictors of Nonadherence to Direct Oral Anticoagulant Treatment in Patients with Atrial Fibrillation. TH OPEN 2023; 7:e270-e279. [PMID: 37772087 PMCID: PMC10533218 DOI: 10.1055/a-2161-0928] [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: 05/05/2023] [Accepted: 08/25/2023] [Indexed: 09/30/2023] Open
Abstract
Background For most patients with newly diagnosed atrial fibrillation (AF), direct oral anticoagulants (DOACs) are preferred over vitamin K antagonists. However, there is concern that the lack of monitoring may impair therapy adherence and therefore the anticoagulant effect. Objective To assess 1-year DOAC nonadherence in patients with AF and a treatment indication of at least 1 year in the Dutch health care setting, and to identify predictors of nonadherence. Methods We performed a near-nationwide historical cohort study in patients with a novel DOAC indication for AF. Data were obtained from a pharmacy database, covering 65% of all outpatient prescriptions dispensed in the Netherlands. The 1-year nonadherence was assessed by the proportion of days covered; the threshold was set at <80%. Robust Poisson regression analyses were performed to identify predictors of nonadherence. Results A total of 46,211 patients were included and the 1-year nonadherence was 6.5%. We identified male sex (risk ratio [RR] 1.23, 95% confidence interval [CI]: 1.15-1.33), younger age (age ≥60 to <70 years: RR: 1.15, 95% CI: 1.00-1.33, age <60 years: RR: 2.22, 95% CI: 1.92-2.57; reference age ≥85 years), a reduced DOAC dose (RR: 1.10, 95% CI: 1.00-1.22), a twice-daily dosing regimen (RR: 1.21, 95% CI: 1.12-1.30), and treatment with apixaban (RR: 1.16, 95% CI: 1.06-1.26, reference rivaroxaban) or dabigatran (RR: 1.25, 95% CI: 1.14-1.37) as independent predictors of 1-year nonadherence. Conclusion One-year nonadherence to DOACs was low yet relevant in patients with AF newly prescribed a DOAC. Understanding the predictors for nonadherence may help identify patients at risk.
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Affiliation(s)
| | - Tim A.C. de Vries
- Department of Clinical and Experimental Cardiology and Cardiothoracic Surgery, Amsterdam UMC location University of Amsterdam, Heart Center, Amsterdam, The Netherlands
- Amsterdam Cardiovascular Sciences, Heart Failure and Arrhythmias, Amsterdam, The Netherlands
- Department of Cardiology, Hospital Rijnstate, Arnhem, The Netherlands
| | - Gordon Chu
- Department of Thrombosis and Hemostasis, Leiden UMC, Leiden, The Netherlands
- Department of Internal Medicine, Alrijne Hospital, Leiden, The Netherlands
| | - Roisin Bavalia
- Department of Vascular Medicine, Amsterdam UMC location University of Amsterdam, The Netherlands
- GGD Amsterdam, Amsterdam, The Netherlands
| | - Helen Xiong
- IQVIA Netherlands, Amsterdam, The Netherlands
| | | | | | | | - Joris R. de Groot
- Department of Clinical and Experimental Cardiology and Cardiothoracic Surgery, Amsterdam UMC location University of Amsterdam, Heart Center, Amsterdam, The Netherlands
- Amsterdam Cardiovascular Sciences, Heart Failure and Arrhythmias, Amsterdam, The Netherlands
| | - Saskia Middeldorp
- Department of Internal Medicine, Radboudumc, Nijmegen, The Netherlands
| | - Frederikus A. Klok
- Department of Thrombosis and Hemostasis, Leiden UMC, Leiden, The Netherlands
| | - Martin E.W. Hemels
- Department of Cardiology, Hospital Rijnstate, Arnhem, The Netherlands
- Department of Cardiology, Radboudumc, Nijmegen, The Netherlands
| | - Menno V. Huisman
- Department of Thrombosis and Hemostasis, Leiden UMC, Leiden, The Netherlands
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Overbeek JA, Swart KMA, Houben E, Penning-van Beest FJA, Herings RMC. Completeness and Representativeness of the PHARMO General Practitioner (GP) Data: A Comparison with National Statistics. Clin Epidemiol 2023; 15:1-11. [PMID: 36636730 PMCID: PMC9830053 DOI: 10.2147/clep.s389598] [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: 09/15/2022] [Accepted: 12/16/2022] [Indexed: 01/06/2023] Open
Abstract
Purpose When using incomplete or non-representative real-world data (RWD), bias is more likely to occur. The aim of the current study was to assess the completeness and representativeness of the PHARMO GP data for the Dutch population. Patients and Methods A cross-sectional study was performed. The PHARMO GP data comprise data from electronic health records registered by GPs. Data on the Dutch population were obtained from Statistics Netherlands (CBS), which offers publicly available data on several themes. The standardized difference (std.diff) was used to compare proportions between the PHARMO GP population and the Dutch population. An absolute std.diff >0.2 was considered a difference. Results On January 1st, 2018, 3,466,321 persons were included in the PHARMO GP data (mean age: 41.6 years, 49.7% males). The sex and age distribution was similar to the Dutch population. The PHARMO GP data captured less not urbanized areas compared to the Dutch population (not urbanized areas: 9.4% vs 17.1% [std.diff: -0.23]). Regarding medication use, only the pharmacological subgroups "viral vaccines" and "hormonal contraceptives for systemic use" differed (std.diff >0.2); use in the GP data was more complete than in the Statistics Netherlands (CBS) data. No differences were observed regarding diagnoses. Conclusion The PHARMO GP data are representative of the Dutch population with regard to the demographic characteristics and diagnoses in primary care. Medication data in the PHARMO GP data are more complete than national statistics, and differences are related to reimbursement. Use of the data and interpretation of results based on these sources should be done with experts on the data sources, the Dutch healthcare system and (pharmaco)epidemiology.
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Affiliation(s)
- Jetty A Overbeek
- Department Research, PHARMO Institute for Drug Outcomes Research, Utrecht, the Netherlands,Correspondence: Jetty A Overbeek, Department Research, PHARMO Institute for Drug Outcomes Research, Van Deventerlaan 30-40, Utrecht, 3528 AE, the Netherlands, Tel +3130 7440 800, Email
| | - Karin M A Swart
- Department Research, PHARMO Institute for Drug Outcomes Research, Utrecht, the Netherlands
| | - Eline Houben
- Department Research, PHARMO Institute for Drug Outcomes Research, Utrecht, the Netherlands
| | | | - Ron M C Herings
- Department Research, PHARMO Institute for Drug Outcomes Research, Utrecht, the Netherlands
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Tarn DM, Shih K, Tseng CH, Thomas A, Schwartz JB. Reasons for Nonadherence to the Direct Oral Anticoagulant Apixaban: A Cross-Sectional Survey of Atrial Fibrillation Patients. JACC. ADVANCES 2023; 2:100175. [PMID: 38939023 PMCID: PMC11198726 DOI: 10.1016/j.jacadv.2022.100175] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 06/24/2022] [Accepted: 11/22/2022] [Indexed: 06/29/2024]
Abstract
Background Nonadherence to direct oral anticoagulants to prevent stroke occurs in up to 40% of atrial fibrillation patients. Underlying reasons are poorly understood. Objectives This study quantified patient-reported reasons for nonadherence and identified strategies to improve adherence. Methods This is a cross-sectional survey of atrial fibrillation patients in 2 academic health systems who reported apixaban nonadherence. We examined patient-reported reasons for nonadherence and level of nonadherence (assessed by a validated 3-item adherence measure) using a multivariable logistic regression model. Results Of 419 study patients, 41.5% were women. The mean age was 71.1 ± 10 years and mean CHA2DS2VASc score was 3.2 ± 1.6. About two-thirds had adherence scores ≥80 (mild nonadherence) and one-third scores <80 (poor adherence). In all groups, forgetfulness contributed to nonadherence. Attitudes/beliefs associated with adherence score <80 included: not believing apixaban was needed (odds ratio [OR]: 12.24 [95% CI: 2.25-66.47]); medication cost (OR: 3.97 [95% CI: 1.67-9.42]); and fear of severe bleeding (OR: 3.28 [95% CI: 1.20-8.96]). Strategies that patients with adherence scores <80 selected as helping "a great deal/a lot" to increase adherence included bloodwork to evaluate efficacy (56%), physician counseling about adherence (55%), and having a reversal agent (39%). Almost one-half of all patients did not disclose nonadherence to their providers. Conclusions Patients may not disclose their nonadherence to prescribers, and attitudes related to apixaban nonadherence differ among patients with mild nonadherence versus poor adherence. While all patients may benefit from strategies to address forgetfulness, concerns related to the purpose of apixaban, cost, and bleeding risk may require special attention in those with poor adherence.
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Affiliation(s)
- Derjung M. Tarn
- Department of Family Medicine, David Geffen School of Medicine at UCLA, University of California-Los Angeles, Los Angeles, California, USA
| | - Kevin Shih
- Department of Family Medicine, David Geffen School of Medicine at UCLA, University of California-Los Angeles, Los Angeles, California, USA
| | - Chi-hong Tseng
- Division of General Internal Medicine/Health Services Research, Department of Medicine, David Geffen School of Medicine at UCLA, University of California-Los Angeles, Los Angeles, California, USA
| | - Alveena Thomas
- Division of Geriatrics, Department of Medicine, University of California-San Francisco, San Francisco, California, USA
| | - Janice B. Schwartz
- Division of Geriatrics, Department of Medicine, University of California-San Francisco, San Francisco, California, USA
- Division of Clinical Pharmacology, Departments of Medicine and Bioengineering and Therapeutic Sciences, University of California-San Francisco, San Francisco, California, USA
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Wirbka L, Ruff C, Haefeli WE, Meid AD. A prediction model for nonpersistence or nonadherence to direct oral anticoagulants in hospitalized patients with atrial fibrillation. J Manag Care Spec Pharm 2022; 28:1161-1172. [PMID: 36125062 PMCID: PMC10373020 DOI: 10.18553/jmcp.2022.28.10.1161] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/15/2023]
Abstract
BACKGROUND: Medication adherence and persistence is fundamental for drug effectiveness, which is also true for the prevention of strokes in patients with atrial fibrillation (AF). Adherence to direct oral anticoagulants (DOACs) as first-line agents is often high in the early posthospital period. However, adherence often sharply declines (or eventually leads to nonpersistence) in the post-discharge ambulatory period, rendering stroke prevention ineffective. If patients at high risk of nonpersistence or nonadherence could be identified early, they could be offered early intervention measures to improve adherence and/or persistence. OBJECTIVE: To develop and internally validate a predictive model for medication nonadherence and nonpersistence to DOAC treatment in patients with AF after discharge using health insurance claims data. METHODS: We selected health insurance claims data between 2011 and 2016 from 8,055 patients with AF who were newly treated with rivaroxaban or apixaban after a hospital admission for stroke, transient ischemic attack, or AF. In the post-discharge ambulatory period, medication adherence was derived as the proportion of days covered, calculated from drug dispensation data. A maximum permissible 90-day gap between the end of a prescription and the next dispensation was used to estimate persistence. Candidate predictors were either derived from the index hospital admission or summarized from the previous year (eg, comorbidities or medication adherence to long-term treatments, such as ß-blockers, renin-angiotensin system inhibitors, statins, and thyroid hormones). A regularized logistic regression model was fitted using the least absolute shrinkage and selection operator in a split-sample approach (66.7% training data; 33.3% test data) to predict a composite of medication nonadherence/nonpersistence. Discrimination performance was assessed using the area under the receiver operating characteristic curve, the maximum sensitivity/specificity, and the scaled Brier score. A calibration curve fitted by linear regression was used to evaluate model calibration. RESULTS: The average age of the study participants was 79.7 years, 62% were female, and 3,515 patients (44%) were adherent and persistent (median follow-up of 185 days). Medication adherence to previous long-term treatments showed strong predictive properties. The developed model discriminated well (concordance statistic: 0.755), was well calibrated, and showed a scaled Brier score of 0.202 for identification of patients at risk. CONCLUSIONS: The model successfully predicted medication non-adherence/nonpersistence to DOAC treatment after discharge. Such a model could help ensure that targeted interventions are already in place at the time of hospital discharge, potentially preventing strokes and reducing costs. DISCLOSURES: Mr Wirbka is funded by the German Innovation Funds according to § 92a (2) Volume V of the Social Insurance Code (§ 92a Abs. 2, SGBV-Fünftes Buch Sozialgesetzbuch), grant number: 01VSF18019. Dr Haefeli received financial support from Daiichi-Sankyo, app development (https://www.easydoac.de/), and Bayer. He also received personal speaker fees from Bristol Myers-Squibb and Daiichi-Sankyo Online Seminar. Dr Meid is funded by the Physician-Scientist Programme of the Medical Faculty of Heidelberg University.
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Affiliation(s)
- Lucas Wirbka
- Department of Clinical Pharmacology and Pharmacoepidemiology, Center for Internal Medicine, Heidelberg University Hospital, Germany
| | - Carmen Ruff
- Department of Clinical Pharmacology and Pharmacoepidemiology, Center for Internal Medicine, Heidelberg University Hospital, Germany
| | - Walter E Haefeli
- Department of Clinical Pharmacology and Pharmacoepidemiology, Center for Internal Medicine, Heidelberg University Hospital, Germany
| | - Andreas D Meid
- Department of Clinical Pharmacology and Pharmacoepidemiology, Center for Internal Medicine, Heidelberg University Hospital, Germany
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Holthuis E, Smits E, Spentzouris G, Beier D, Enders D, Gini R, Bartolini C, Mazzaglia G, Penning-van Beest F, Herings R. Increased Risk of Stroke Due to Non-adherence and Non-persistence with Direct Oral Anticoagulants (DOACs): Real-World Analyses Using a Nested Case-Control Study from The Netherlands, Italy and Germany. Drugs Real World Outcomes 2022; 9:597-607. [PMID: 35790603 DOI: 10.1007/s40801-022-00317-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/29/2022] [Indexed: 10/17/2022] Open
Abstract
BACKGROUND A high degree of adherence to direct oral anticoagulants is essential for reducing the risk of ischaemic stroke and systemic embolism in patients with atrial fibrillation, owing to the rapid decline in anticoagulation activity when doses are omitted (i.e. rebound effect). OBJECTIVE We aimed to assess the relationship between non-adherence and non-persistence with direct oral anticoagulants and the incidence of ischaemic stroke in patients with atrial fibrillation. METHODS A nested case-control study was conducted in the Netherlands, Italy and Germany among patients with atrial fibrillation starting direct oral anticoagulants between the drug approval date and the end of database availability. Patients with an ischaemic stroke during the follow-up were selected as cases and compared with matched controls (matched on age ± 5 years, sex, year of cohort entry date and CHA2DS2-VASc-score at cohort entry date). The cohort entry date was the first dispensing date. Study patients were those aged ≥ 45 years, with ≥ 1 year database history, ≥ 1 year follow-up and at least two direct oral anticoagulant dispensings after the cohort entry date. Adherence and persistence to direct oral anticoagulant treatment were defined as the proportion of days covered ≥ 80% or direct oral anticoagulant continuous use between the cohort entry date and the index date (i.e. date of ischaemic stroke), respectively. RESULTS In The Netherlands, Italy and Germany, 105 cases and 395 controls, 1580 cases and 6248 controls, and 900 cases and 3570 controls were included, respectively. Odds ratios (ORs) for stroke among current users who were non-adherent compared to adherent users were 0.43 (95% confidence interval [CI] 0.09-1.96) in The Netherlands, 1.11 (95% CI 0.98-1.26) in Italy and 1.21 (95% CI 1.01-1.45) in Germany. The risk of stroke was significantly higher among non-persistent users compared with persistent users in all three databases [OR 1.56 (95% CI 1.00-2.44), OR 1.48 (1.32-1.65) and OR 1.91 (95% CI 1.64-2.22), respectively]. In The Netherlands and Germany, the risk of stroke was higher the longer a patient had stopped using direct oral anticoagulants. CONCLUSIONS Both non-adherence (in Germany) and non-persistence increased the risk of stroke, either using a once-daily or twice-daily regime.
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Affiliation(s)
- Emily Holthuis
- PHARMO Institute for Drug Outcomes Research, Van Deventerlaan 30-40, 3528 AE, Utrecht, The Netherlands.
| | - Elisabeth Smits
- PHARMO Institute for Drug Outcomes Research, Van Deventerlaan 30-40, 3528 AE, Utrecht, The Netherlands
| | | | - Dominik Beier
- InGef-Institute for Applied Health Research, Berlin GmbH, Berlin, Germany
| | - Dirk Enders
- InGef-Institute for Applied Health Research, Berlin GmbH, Berlin, Germany
| | - Rosa Gini
- Agenzi Regionali di Sanità della Toscana, Firenze, Italy
| | | | - Giampiero Mazzaglia
- Center for Public Health Research (CESP), University of Milan-Bicocca, Milan, Italy
| | - Fernie Penning-van Beest
- PHARMO Institute for Drug Outcomes Research, Van Deventerlaan 30-40, 3528 AE, Utrecht, The Netherlands
| | - Ron Herings
- PHARMO Institute for Drug Outcomes Research, Van Deventerlaan 30-40, 3528 AE, Utrecht, The Netherlands.,Epidemiology and Data Science, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
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