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Xu Y, Zheng X, Li Y, Ye X, Cheng H, Wang H, Lyu J. Exploring patient medication adherence and data mining methods in clinical big data: A contemporary review. J Evid Based Med 2023; 16:342-375. [PMID: 37718729 DOI: 10.1111/jebm.12548] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/04/2023] [Accepted: 08/30/2023] [Indexed: 09/19/2023]
Abstract
BACKGROUND Increasingly, patient medication adherence data are being consolidated from claims databases and electronic health records (EHRs). Such databases offer an indirect avenue to gauge medication adherence in our data-rich healthcare milieu. The surge in data accessibility, coupled with the pressing need for its conversion to actionable insights, has spotlighted data mining, with machine learning (ML) emerging as a pivotal technique. Nonadherence poses heightened health risks and escalates medical costs. This paper elucidates the synergistic interaction between medical database mining for medication adherence and the role of ML in fostering knowledge discovery. METHODS We conducted a comprehensive review of EHR applications in the realm of medication adherence, leveraging ML techniques. We expounded on the evolution and structure of medical databases pertinent to medication adherence and harnessed both supervised and unsupervised ML paradigms to delve into adherence and its ramifications. RESULTS Our study underscores the applications of medical databases and ML, encompassing both supervised and unsupervised learning, for medication adherence in clinical big data. Databases like SEER and NHANES, often underutilized due to their intricacies, have gained prominence. Employing ML to excavate patient medication logs from these databases facilitates adherence analysis. Such findings are pivotal for clinical decision-making, risk stratification, and scholarly pursuits, aiming to elevate healthcare quality. CONCLUSION Advanced data mining in the era of big data has revolutionized medication adherence research, thereby enhancing patient care. Emphasizing bespoke interventions and research could herald transformative shifts in therapeutic modalities.
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Affiliation(s)
- Yixian Xu
- Department of Anesthesiology, The First Affiliated Hospital of Jinan University, Guangzhou, China
| | - Xinkai Zheng
- Department of Dermatology, The First Affiliated Hospital of Jinan University, Guangzhou, China
| | - Yuanjie Li
- Planning & Discipline Construction Office, The First Affiliated Hospital of Jinan University, Guangzhou, China
| | - Xinmiao Ye
- Department of Anesthesiology, The First Affiliated Hospital of Jinan University, Guangzhou, China
| | - Hongtao Cheng
- School of Nursing, Jinan University, Guangzhou, China
| | - Hao Wang
- Department of Anesthesiology, The First Affiliated Hospital of Jinan University, Guangzhou, China
| | - Jun Lyu
- Department of Clinical Research, The First Affiliated Hospital of Jinan University, Guangzhou, China
- Guangdong Provincial Key Laboratory of Traditional Chinese Medicine Informatization, Guangzhou, China
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de Wet S, Mangali A, Batt R, Kriel J, Vahrmeijer N, Niehaus D, Theart R, Loos B. The Highs and Lows of Memantine-An Autophagy and Mitophagy Inducing Agent That Protects Mitochondria. Cells 2023; 12:1726. [PMID: 37443760 PMCID: PMC10340721 DOI: 10.3390/cells12131726] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2023] [Revised: 06/16/2023] [Accepted: 06/21/2023] [Indexed: 07/15/2023] Open
Abstract
Memantine is an FDA-approved, non-competitive NMDA-receptor antagonist that has been shown to have mitochondrial protective effects, improve cell viability and enhance clearance of Aβ42 peptide. Currently, there are uncertainties regarding the precise molecular targets as well as the most favourable treatment concentrations of memantine. Here, we made use of an imaging-based approach to investigate the concentration-dependent effects of memantine on mitochondrial fission and fusion dynamics, autophagy and mitochondrial quality control using a neuronal model of CCCP-induced mitochondrial injury so as to better unpack how memantine aids in promoting neuronal health. GT1-7 murine hypothalamic cells were cultured under standard conditions, treated with a relatively high and low concentration (100 µM and 50 µM) of memantine for 48 h. Images were acquired using a Zeiss 780 PS1 platform. Utilising the mitochondrial event localiser (MEL), we demonstrated clear concentration-dependent effects of memantine causing a protective response to mitochondrial injury. Both concentrations maintained the mitochondrial network volume whilst the low concentration caused an increase in mitochondrial number as well as increased fission and fusion events following CCCP-induced injury. Additionally, we made use of a customised Python-based image processing and analysis pipeline to quantitatively assess memantine-dependent changes in the autophagosomal and lysosomal compartments. Our results revealed that memantine elicits a differential, concentration-dependent effect on autophagy pathway intermediates. Intriguingly, low but not high concentrations of memantine lead to the induction of mitophagy. Taken together, our findings have shown that memantine is able to protect the mitochondrial network by preserving its volume upon mitochondrial injury with high concentrations of memantine inducing macroautophagy, whereas low concentrations lead to the induction of mitophagy.
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Affiliation(s)
- Sholto de Wet
- Department of Physiological Sciences, Stellenbosch University, Stellenbosch 7600, South Africa
| | - Asandile Mangali
- Department of Physiological Sciences, Stellenbosch University, Stellenbosch 7600, South Africa
| | - Richard Batt
- Department of Electric and Electronic Engineering, Stellenbosch University, Stellenbosch 7600, South Africa
| | - Jurgen Kriel
- Microscopy Unit, Central Analytical Facility, Stellenbosch University, Stellenbosch 7600, South Africa
| | - Nicola Vahrmeijer
- Department of Physiological Sciences, Stellenbosch University, Stellenbosch 7600, South Africa
| | - Dana Niehaus
- Department of Psychiatry and Stikland Hospital, Faculty of Medicine and Health Sciences, Stellenbosch University, Cape Town 7530, South Africa
| | - Rensu Theart
- Department of Electric and Electronic Engineering, Stellenbosch University, Stellenbosch 7600, South Africa
| | - Ben Loos
- Department of Physiological Sciences, Stellenbosch University, Stellenbosch 7600, South Africa
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Padovani A, Falato S, Pegoraro V. Extemporaneous combination of donepezil and memantine to treat dementia in Alzheimer disease: evidence from Italian real-world data. Curr Med Res Opin 2023; 39:567-577. [PMID: 36803101 DOI: 10.1080/03007995.2023.2182530] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/23/2023]
Abstract
OBJECTIVE Providing evidence on donepezil and memantine administration as extemporaneous combination (DM-EXT) to treat Alzheimer Disease (AD) in Italy, and describing demographic and clinical features of AD patients prescribed DM-EXT. METHODS Retrospective observational study using IQVIA Italian LifeLink Treatment Dynamics (LRx) and Longitudinal Patient Database (LPD). Prevalent users of DM-EXT were identified on the databases (cohorts DMpLRx and DMpLPD) including patients with donepezil and memantine overlapping prescriptions during the selection period (DMpLRx: "July 2018-June 2021"; DMpLPD: "July 2012-June 2021"). Demographic and clinical profiles of patients were provided. Starting from cohort DMpLPD, new users of DM-EXT were selected to calculate treatment adherence. Three additional cohorts of prevalent users of DM-EXT were identified on IQVIA LRx over subsequent 12-month periods, from July 2018 to June 2021, to get national-level yearly estimates accounting for database representativeness. RESULTS Cohorts DMpLRx and DMpLPD included 9862 and 708 patients, respectively. For both cohorts, two-third of patients were female, and more than half were aged 80+. Concomitant conditions and co-treatments prevalence was very high; most frequent comorbidities included psychiatric and cardiovascular diseases. An intermediate-to-high adherence was observed in 57% of DM-EXT new users. National-level yearly estimates showed an increasing trend (+4%) in DM-EXT prescription, which led to estimate about 10,000 patients being treated during the period "July 2020-June 2021". CONCLUSIONS Prescription of DM-EXT is a common practice in Italy. Because the administration of fixed-dose (FDCs) instead of extemporaneous combinations improves treatment adherence, the introduction of an FDC containing donepezil and memantine might enhance AD patients' management and reduce caregiver burden.
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Affiliation(s)
- Alessandro Padovani
- Neurology Unit, Department of Clinical and Experimental Sciences, University of Brescia, Brescia, Italy
| | - Serena Falato
- RWS Department, IQVIA Solutions Italy S.r.l, Milan, Italy
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Fukuda H, Maeda M, Murata F, Murata Y. Anti-Dementia Drug Persistence Following Donepezil Initiation Among Alzheimer's Disease Patients in Japan: LIFE Study. J Alzheimers Dis 2022; 90:1177-1186. [PMID: 36213993 PMCID: PMC9741733 DOI: 10.3233/jad-220200] [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] [Indexed: 11/07/2022]
Abstract
BACKGROUND Donepezil is frequently used to treat Alzheimer's disease (AD) symptoms but is associated with early discontinuation. Determining the persistence rates of anti-dementia drug use after donepezil initiation may inform the development and improvement of treatment strategies, but there is little evidence from Japan. OBJECTIVE To determine anti-dementia drug persistence following donepezil initiation among AD patients in Japan using insurance claims data. METHODS Insurance claims data for AD patients with newly prescribed donepezil were obtained from 17 municipalities between April 2014 and October 2021. Anti-dementia drug persistence was defined as a gap of ≤60 days between the last donepezil prescription and a subsequent prescription of donepezil, another cholinesterase inhibitor, or memantine. Cox proportional hazards models were used to analyze the association between care needs levels and discontinuation. RESULTS We analyzed 20,474 AD patients (mean age±standard deviation: 82.2±6.3 years, women: 65.7%). The persistence rates were 89.1% at 30 days, 79.4% at 90 days, 72.6% at 180 days, 64.5% at 360 days, and 58.3% at 540 days after initiation. Among the care needs levels, the hazard ratio (95% confidence interval) for discontinuation was 1.01 (0.94-1.07) for patients with support needs, 1.12 (1.06-1.18) for patients with low long-term care needs, and 1.31 (1.21-1.40) for patients with moderate-to-high long-term care needs relative to independent patients. CONCLUSION Japanese AD patients demonstrated low anti-dementia drug persistence rates that were similar to those of other countries. Higher long-term care needs were associated with discontinuation. Further measures are needed to improve drug persistence in AD patients.
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Affiliation(s)
- Haruhisa Fukuda
- Department of Health Care Administration and Management, Kyushu University Graduate School of Medical Sciences, Fukuoka, Japan,Correspondence to: Haruhisa Fukuda, MPH, PhD, Department of Health Care Administration and Management, Kyushu University Graduate School of Medical Sciences, 3-1-1 Maidashi Higashi-ku Fukuoka 812-8582, Japan. Tel.: +81 92 642 6956; Fax: +81 92 642 6961; E-mail:
| | - Megumi Maeda
- Department of Health Care Administration and Management, Kyushu University Graduate School of Medical Sciences, Fukuoka, Japan
| | - Fumiko Murata
- Department of Health Care Administration and Management, Kyushu University Graduate School of Medical Sciences, Fukuoka, Japan
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de Campos DP, Silva-Barcellos NM, Caldeira TG, Mussel WDN, Silveira V, de Souza J. Donepezil Hydrochloride BCS Class Ambiguity: Relevant Aspects to be Considered in Drug Classification. J Pharm Sci 2022; 111:3064-3074. [PMID: 35787368 DOI: 10.1016/j.xphs.2022.06.023] [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: 04/06/2022] [Revised: 06/27/2022] [Accepted: 06/27/2022] [Indexed: 12/14/2022]
Abstract
Donepezil hydrochloride (DH) is the most used anti-Alzheimer's disease drug, however, its classification according to the Biopharmaceutics Classification System (BCS) is not clear in the literature. BCS is one of the accepted criteria used to grant biowaiver (waiver of in vivo bioequivalence studies) of new drug products. So, the purpose of this work was to elucidate the BCS classification of DH and to raise the discussion about the possibility of biowaiver for new medicines containing it. The polymorphic form was previously identified as form III of DH. The drug showed high solubility in the entire pH range evaluated (1.2 to 6.8, at 37 °C) with a pH-dependent solubility profile. The effective permeability (Peff) values obtained with different DH concentrations, using in situ closed-loop perfusion model were statistically similar (p > 0.05), even when compared to high permeability control used (ketoprofen), demonstrating that DH has high permeability which, associated with its high solubility, allows to classify DH as BCS class 1. Relevant data to evaluate for granting a biowaiver for new medicines were also reviewed from the literature. Based on information reunited new immediate-release drug products containing DH should be eligible for BCS-based biowaiver.
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Affiliation(s)
- Débora Priscila de Campos
- Quality Control Laboratory - Postgraduate Program in Pharmaceutical Sciences. School of Pharmacy, Federal University of Ouro Preto, Ouro Preto, Brazil.
| | - Neila Márcia Silva-Barcellos
- Quality Control Laboratory - Postgraduate Program in Pharmaceutical Sciences. School of Pharmacy, Federal University of Ouro Preto, Ouro Preto, Brazil; Department of Pharmacy. School of Pharmacy, Federal University of Ouro Preto, Ouro Preto, Brazil
| | - Tamires Guedes Caldeira
- Quality Control Laboratory - Postgraduate Program in Pharmaceutical Sciences. School of Pharmacy, Federal University of Ouro Preto, Ouro Preto, Brazil
| | - Wagner da Nova Mussel
- Department of Chemistry. Institute of Exact Sciences, Federal University of Minas Gerais, Belo Horizonte, Brazil
| | - Virgínia Silveira
- School of Pharmacy, Federal University of Ouro Preto, Ouro Preto, Brazil
| | - Jacqueline de Souza
- Quality Control Laboratory - Postgraduate Program in Pharmaceutical Sciences. School of Pharmacy, Federal University of Ouro Preto, Ouro Preto, Brazil; Department of Pharmacy. School of Pharmacy, Federal University of Ouro Preto, Ouro Preto, Brazil
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Analysis of treatment pattern of anti-dementia medications in newly diagnosed Alzheimer's dementia using OMOP CDM. Sci Rep 2022; 12:4451. [PMID: 35292697 PMCID: PMC8924152 DOI: 10.1038/s41598-022-08595-1] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2021] [Accepted: 03/08/2022] [Indexed: 11/09/2022] Open
Abstract
Anti-dementia medications are widely prescribed to patients with Alzheimer's dementia (AD) in South Korea. This study investigated the pattern of medical management in newly diagnosed patients with AD using a standardized data format-the Observational Medical Outcome Partnership Common Data Model from five hospitals. We examined the anti-dementia treatment patterns from datasets that comprise > 5 million patients during 2009-2019. The medication utility information was analyzed with respect to treatment trends and persistence across 11 years. Among the 8653 patients with newly diagnosed AD, donepezil was the most commonly prescribed anti-dementia medication (4218; 48.75%), followed by memantine (1565; 18.09%), rivastigmine (1777; 8.98%), and galantamine (494; 5.71%). The rising prescription trend during observation period was found only with donepezil. The treatment pathways for the three cholinesterase inhibitors combined with N-methyl-D-aspartate receptor antagonist were different according to the drugs (19.6%; donepezil; 28.1%; rivastigmine, and 17.2%; galantamine). A 12-month persistence analysis showed values of approximately 50% for donepezil and memantine and approximately 40% for rivastigmine and galantamine. There were differences in the prescribing pattern and persistence among anti-dementia medications from database using the Observational Medical Outcome Partnership Common Data Model on the Federated E-health Big Data for Evidence Renovation Network platform in Korea.
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OUP accepted manuscript. Brain 2022; 145:2250-2275. [DOI: 10.1093/brain/awac096] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2021] [Revised: 01/21/2022] [Accepted: 01/23/2022] [Indexed: 11/13/2022] Open
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Marucci G, Buccioni M, Ben DD, Lambertucci C, Volpini R, Amenta F. Efficacy of acetylcholinesterase inhibitors in Alzheimer's disease. Neuropharmacology 2020; 190:108352. [PMID: 33035532 DOI: 10.1016/j.neuropharm.2020.108352] [Citation(s) in RCA: 401] [Impact Index Per Article: 100.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2020] [Revised: 09/21/2020] [Accepted: 10/05/2020] [Indexed: 11/26/2022]
Abstract
Alzheimer's disease (AD), the most common cause of adult-onset dementia is characterized by a progressive decline of cognitive functions accompanied by behavioral manifestations. The main class of drugs currently used for the treatment of AD are acetylcholinesterase/cholinesterase inhibitors (ChE-Is). The first ChE-I licensed for symptomatic treatment of AD was tacrine. The ChE-Is currently available in the market are donepezil, rivastigmine and galantamine as tacrine is no longer in use, due to its hepatotoxicity. According to mechanism of action the ChE-Is are classified as short-acting or reversible agents such as tacrine, donepezil, and galantamine, as intermediate-acting or pseudo-irreversible agent such as rivastigmine. Overall, the efficacy of the three ChE-Is available in the market is similar and the benefit of administration of these compounds is mild and may not be clinically significant. Due to gastrointestinal side effects of these drugs, medicinal chemistry and pharmaceutical delivery studies have investigated solutions to improve the pharmacological activity of these compounds. In spite of the limited activity of ChE-Is, waiting for more effective approaches, these drugs still represent a pharmacotherapeutic resource for the treatment of AD. Other approaches in which ChE-Is were investigated is in their use in combination with other classes of drugs such as cholinergic precursors, N-methyl-d-aspartate (NMDA) receptor antagonists and antioxidant agents. After many years from the introduction in therapy of ChE-Is, the combination with other classes of drugs may represent the chance for a renewed interest of ChE-Is in the treatment of adult-onset dementia disorders.
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Affiliation(s)
- Gabriella Marucci
- School of Medicinal Sciences and Health Products, Medicinal Chemistry Unit, University of Camerino, via S. Agostino 1, 62032, Camerino, Italy
| | - Michela Buccioni
- School of Medicinal Sciences and Health Products, Medicinal Chemistry Unit, University of Camerino, via S. Agostino 1, 62032, Camerino, Italy
| | - Diego Dal Ben
- School of Medicinal Sciences and Health Products, Medicinal Chemistry Unit, University of Camerino, via S. Agostino 1, 62032, Camerino, Italy
| | - Catia Lambertucci
- School of Medicinal Sciences and Health Products, Medicinal Chemistry Unit, University of Camerino, via S. Agostino 1, 62032, Camerino, Italy
| | - Rosaria Volpini
- School of Medicinal Sciences and Health Products, Medicinal Chemistry Unit, University of Camerino, via S. Agostino 1, 62032, Camerino, Italy
| | - Francesco Amenta
- School of Medicinal Sciences and Health Products, Telemedicine and Telepharmacy Center University of Camerino via Madonna delle Carceri 9, 62032, Camerino, Italy.
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Yu X, Yu W, Yang W, Lü Y. Usage and adherence of antidementia drugs in a memory clinic cohort in Chongqing, Southwest China. Psychogeriatrics 2020; 20:706-712. [PMID: 32500567 DOI: 10.1111/psyg.12568] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/01/2020] [Revised: 04/14/2020] [Accepted: 05/04/2020] [Indexed: 12/17/2022]
Abstract
BACKGROUND To investigate the use and adherence of antidementia drugs in elderly patients with dementia from the Memory Clinic of The First Affiliated Hospital of Chongqing Medical University. METHODS Patients were recruited from the Memory Clinic of The First Affiliated Hospital of Chongqing Medical University from December 2010 to December 2018. Medical charts were reviewed, including diagnosis, dosage of antidementia medicines, neuropsychological testing scores, and the further questionnaires were conducted via face-to-face or telephone, included duration of treatment, types of antidementia drugs, and reasons for treatment discontinuation. RESULTS The data from 422 patients were analysed retrospectively for this study. Three hundred and fifteen were diagnosed with Alzheimer's disease (AD), 67 with mild cognitive impairment (MCI), and 40 with other types of dementia. From the 422 patients, 26.8% were treated with original donepezil (n = 113), 11.6% with generic donepezil (n = 49), 24.6% with memantine (n = 104), 13.3% with huperzine A (n = 56), and 23.7% with a combination of drugs (n = 100). However, 73% of patients discontinued treatment within 1 year of initiation. Patients treated for more than 36 months (37.8%) were more likely to choose combined medication, as compared with patients treated for less than 36 months. Patients with less than 9 years of education (odds ratio (OR): 2.394; 95% CI: 1.508-3.801) were more likely to discontinue treatment than patients with more than 9 years of education. Patients with elevated physical self-maintenance scale (PSMS) scores (OR: 1.195; 95% CI: 1.086-1.316) had a high risk of discontinuation. CONCLUSIONS Overall treatment compliance is relatively poor in memory clinics in Chongqing. Our study demonstrates that higher education may lead to better treatment adherence in dementia care. Combination therapy may increase treatment time. However, poorer PSMS scores are a significant risk factor for treatment discontinuation.
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Affiliation(s)
- Xingyan Yu
- Department of Geriatrics, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Weihua Yu
- Institute of Neuroscience, Chongqing Medical University, Chongqing, China
| | - Wenkai Yang
- Department of Geriatrics, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Yang Lü
- Department of Geriatrics, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China
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Kern DM, Cepeda MS, Lovestone S, Seabrook GR. Aiding the discovery of new treatments for dementia by uncovering unknown benefits of existing medications. ALZHEIMERS & DEMENTIA-TRANSLATIONAL RESEARCH & CLINICAL INTERVENTIONS 2019; 5:862-870. [PMID: 31872043 PMCID: PMC6909196 DOI: 10.1016/j.trci.2019.07.012] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 01/22/2023]
Abstract
Introduction There is a significant need for disease-modifying therapies to treat and prevent dementia, including Alzheimer's disease. Availability of real-world observational information and new analytic techniques to analyze large volumes of data can provide a path to aid drug discovery. Methods Using a self-controlled study design, we examined the association between 2181 medications and incidence of dementia across four US insurance claims databases. Medications associated with ≥50% reduction in risk of dementia in ≥2 databases were examined. Results A total of 117,015,066 individuals were included in the analysis. Seventeen medications met our threshold criteria for a potential protective effect on dementia and fell into five classes: catecholamine modulators, anticonvulsants, antibiotics/antivirals, anticoagulants, and a miscellaneous group. Discussion The biological pathways of the medications identified in this analysis may be targets for further research and may aid in discovering novel therapeutic approaches to treat dementia. These data show association not causality.
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Affiliation(s)
- David M Kern
- Janssen Research & Development, Epidemiology, Titusville, NJ, USA
| | - M Soledad Cepeda
- Janssen Research & Development, Epidemiology, Titusville, NJ, USA
| | - Simon Lovestone
- Janssen Research & Development, Neuroscience, Beerse, Belgium
| | - Guy R Seabrook
- Johnson & Johnson, Scientific Innovation, South San Francisco, CA, USA
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Oh ST, Han KT, Choi WJ, Park J. Effect of drug compliance on health care costs in newly-diagnosed dementia: Analysis of nationwide population-based data. J Psychiatr Res 2019; 118:31-37. [PMID: 31476707 DOI: 10.1016/j.jpsychires.2019.08.010] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/20/2019] [Revised: 08/01/2019] [Accepted: 08/20/2019] [Indexed: 10/26/2022]
Abstract
BACKGROUND The cost-effectiveness of both cholinesterase inhibitors and memantine by delaying nursing home placement has been supported by numerous studies. The importance of sustained pharmacological treatment in dementia has been relatively less recognized by public health policies compared to early diagnosis. We investigated the effect of the drug (donepezil, rivastigmine, galantamine, and memantine) compliance on the health care costs in newly-diagnosed dementia. METHODS National Health Insurance Service (NHIS) database which covers the entire population of South Korea was used for analysis. Health care expenditure of patients newly-diagnosed with dementia in between 2012 and 2014 was investigated for 3-5 years. For drug compliance, we used Medication Possession Ratio (MPR) that indicates the percentage of time a patient has access to medication. Multivariate linear regression analysis including generalized estimated equation and gamma distribution was used for statistical analysis. RESULTS We identified 252,594 patients who were both prescribed with cognitive enhancers and newly diagnosed with dementia. When initial MPR increased 20%, total health care costs decreased 8.4% (RR = 0.916, 95%; CI 0.914 to 0.916). Same relationship was shown with medical costs related to dementia, admission to a general hospital, and emergency room visits. When MPR increased 20% compared to the previous year, the total health care costs, admission to a general hospital, emergency room visits, and admission to a nursing hospital decreased. CONCLUSIONS This population-based retrospective cohort study provides evidence that patients newly-diagnosed with dementia who showed higher initial drug compliance or maintained antidementia drugs (Cholinesterase inhibitors and memantine) would benefit in total health-care costs.
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Affiliation(s)
- Seung-Taek Oh
- Department of Psychiatry, National Health Insurance Service Ilsan Hospital, Goyang, South Korea; Institute of Behavioral Science in Medicine, Yonsei University College of Medicine, South Korea
| | - Kyu-Tae Han
- Division of Cancer Control & Policy, National Cancer Control Institute, National Cancer Center, Goyang, South Korea
| | - Won-Jung Choi
- Yonsei Hana Psychiatry Clinic and Institute of Mental Health, Goyang, South Korea
| | - Jaesub Park
- Department of Psychiatry, National Health Insurance Service Ilsan Hospital, Goyang, South Korea; Institute of Behavioral Science in Medicine, Yonsei University College of Medicine, South Korea.
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Hampel H, Mesulam MM, Cuello AC, Farlow MR, Giacobini E, Grossberg GT, Khachaturian AS, Vergallo A, Cavedo E, Snyder PJ, Khachaturian ZS. The cholinergic system in the pathophysiology and treatment of Alzheimer's disease. Brain 2019; 141:1917-1933. [PMID: 29850777 DOI: 10.1093/brain/awy132] [Citation(s) in RCA: 937] [Impact Index Per Article: 187.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2017] [Accepted: 03/29/2018] [Indexed: 12/19/2022] Open
Abstract
Cholinergic synapses are ubiquitous in the human central nervous system. Their high density in the thalamus, striatum, limbic system, and neocortex suggest that cholinergic transmission is likely to be critically important for memory, learning, attention and other higher brain functions. Several lines of research suggest additional roles for cholinergic systems in overall brain homeostasis and plasticity. As such, the brain's cholinergic system occupies a central role in ongoing research related to normal cognition and age-related cognitive decline, including dementias such as Alzheimer's disease. The cholinergic hypothesis of Alzheimer's disease centres on the progressive loss of limbic and neocortical cholinergic innervation. Neurofibrillary degeneration in the basal forebrain is believed to be the primary cause for the dysfunction and death of forebrain cholinergic neurons, giving rise to a widespread presynaptic cholinergic denervation. Cholinesterase inhibitors increase the availability of acetylcholine at synapses in the brain and are one of the few drug therapies that have been proven clinically useful in the treatment of Alzheimer's disease dementia, thus validating the cholinergic system as an important therapeutic target in the disease. This review includes an overview of the role of the cholinergic system in cognition and an updated understanding of how cholinergic deficits in Alzheimer's disease interact with other aspects of disease pathophysiology, including plaques composed of amyloid-β proteins. This review also documents the benefits of cholinergic therapies at various stages of Alzheimer's disease and during long-term follow-up as visualized in novel imaging studies. The weight of the evidence supports the continued value of cholinergic drugs as a standard, cornerstone pharmacological approach in Alzheimer's disease, particularly as we look ahead to future combination therapies that address symptoms as well as disease progression.
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Affiliation(s)
- Harald Hampel
- AXA Research Fund and Sorbonne University Chair, Paris, France.,Sorbonne University, GRC n° 21, Alzheimer Precision Medicine (APM), AP-HP, Pitié-Salpêtrière Hospital, Boulevard de l'hôpital, Paris, France.,Brain and Spine Institute (ICM), INSERM U 1127, CNRS UMR 7225, Boulevard de l'hôpital, Paris, France.,Institute of Memory and Alzheimer's Disease (IM2A), Department of Neurology, Pitié-Salpêtrière Hospital, AP-HP, Boulevard de l'hôpital, Paris, France
| | - M-Marsel Mesulam
- Cognitive Neurology and Alzheimer's Disease Center, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - A Claudio Cuello
- Department of Pharmacology and Therapeutics, McGill University, Montreal, Canada.,Department of Neurology and Neurosurgery, McGill University, Montreal, Canada.,Department of Anatomy and Cell Biology, McGill University, Montreal, Canada
| | - Martin R Farlow
- Department of Neurology, Indiana University School of Medicine, Indianapolis, IN, USA
| | - Ezio Giacobini
- Department of Internal Medicine, Rehabilitation and Geriatrics, University of Geneva Hospitals, Geneva, Switzerland
| | - George T Grossberg
- Department of Psychiatry and Behavioral Neuroscience, Saint Louis University School of Medicine, St Louis, MO, USA
| | - Ara S Khachaturian
- The Campaign to Prevent Alzheimer's Disease by 2020 (PAD2020), Potomac, MD, USA
| | - Andrea Vergallo
- AXA Research Fund and Sorbonne University Chair, Paris, France.,Sorbonne University, GRC n° 21, Alzheimer Precision Medicine (APM), AP-HP, Pitié-Salpêtrière Hospital, Boulevard de l'hôpital, Paris, France.,Brain and Spine Institute (ICM), INSERM U 1127, CNRS UMR 7225, Boulevard de l'hôpital, Paris, France.,Institute of Memory and Alzheimer's Disease (IM2A), Department of Neurology, Pitié-Salpêtrière Hospital, AP-HP, Boulevard de l'hôpital, Paris, France
| | - Enrica Cavedo
- AXA Research Fund and Sorbonne University Chair, Paris, France.,Sorbonne University, GRC n° 21, Alzheimer Precision Medicine (APM), AP-HP, Pitié-Salpêtrière Hospital, Boulevard de l'hôpital, Paris, France.,Brain and Spine Institute (ICM), INSERM U 1127, CNRS UMR 7225, Boulevard de l'hôpital, Paris, France.,Institute of Memory and Alzheimer's Disease (IM2A), Department of Neurology, Pitié-Salpêtrière Hospital, AP-HP, Boulevard de l'hôpital, Paris, France
| | - Peter J Snyder
- Department of Neurology, Alpert Medical School of Brown University, Providence, RI USA.,Ryan Institute for Neuroscience, University of Rhode Island, Kingston, RI, USA
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Kostev K, Kurylo P, Kosik J, Jacob L. One-Year Persistence with Donepezil, Memantine, and Rivastigmine in More than 66,000 Elderly Patients Followed in Poland. J Alzheimers Dis 2019; 70:899-905. [PMID: 31306136 DOI: 10.3233/jad-190508] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
BACKGROUND Previous studies have suggested that there are substantial differences between countries in terms of persistence with antidementia drugs and that the management of dementia is likely to be population-specific. OBJECTIVE The aim of this study was to analyze the one-year persistence with donepezil, memantine, and rivastigmine in more than 66,000 elderly patients followed in Poland. METHODS This study included patients who were prescribed donepezil, memantine, or rivastigmine for the first time in general and neuropsychiatric practices in Poland between September 2016 and December 2017 (index date; N = 66,030). The primary outcome of the study was the one-year persistence with donepezil, memantine, and rivastigmine. Non-persistence was defined as a gap of at least 90 days without anti-dementia therapy. The secondary outcome was the identification of variables significantly associated with treatment non-persistence. RESULTS After 12 months of follow-up, 42.2% of donepezil users, 46.0% of rivastigmine users, and 65.9% of memantine users were persistent (log-rank p-value <0.001). Memantine (hazard ratio [HR] = 0.58) and rivastigmine users (HR = 0.92) were less likely to discontinue treatment one year after initiation than donepezil users. Furthermore, a younger age (60-64 years: HR = 1.32; 65-74 years: HR = 1.13) and therapy initiated by a neuropsychiatrist (HR = 1.11) were positively associated with therapy discontinuation, while we observed a negative association between the prescription of anti-psychotic drugs and non-persistence (HR = 0.81). CONCLUSION One-year persistence with donepezil, memantine, and rivastigmine was low in elderly patients followed in Poland, and was influenced by age, physician specialty, and co-therapy.
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Affiliation(s)
| | | | | | - Louis Jacob
- Faculty of Medicine, University of Versailles Saint-Quentin-en-Yvelines, Montigny-le-Bretonneux, France
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A 48-Week, Multicenter, Open-Label, Observational Study Evaluating Oral Rivastigmine in Patients with Mild-to-Moderate Alzheimer's Disease in Taiwan. Adv Ther 2019; 36:1455-1464. [PMID: 30953330 DOI: 10.1007/s12325-019-00939-0] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2017] [Indexed: 10/27/2022]
Abstract
INTRODUCTION Rivastigmine is a cholinesterase inhibitor, approved for the treatment of mild-to-moderate dementia of Alzheimer's type. This study assessed the short- and long-term effectiveness and safety of rivastigmine in patients with mild-to-moderate Alzheimer's disease (AD) in a real-world clinical setting in Taiwan. METHODS This was a 48-week, single-arm, open-label, prospective, observational, post-marketing surveillance, multicenter study. The primary outcomes were change from baseline to week 48 in the Mini-Mental State Examination (MMSE) and Clinical Dementia Rating (CDR) scores. One-year persistence to treatment, effect on activities of daily living, and incidence of adverse events (AEs) were also assessed. RESULTS Overall, 151 patients were enrolled in the study, of which 91 (60.26%) completed this study. At the end of the study, the mean rivastigmine dose received by the patients was 6.59 mg/day. At week 48, the changes in mean [standard deviation (SD)] MMSE and CDR scores in the intent-to-treat (ITT) population from baseline were - 1.00 (3.8; p = 0.0344) and 0.07 (0.29; p = 0.0403), respectively. The most frequently reported AEs by preferred term were dizziness (12.58%) and nausea (9.27%). No new or unexpected AEs were observed, and 30 (20.13%) patients in the ITT population were on rivastigmine therapy for 1 year without treatment discontinuation. CONCLUSION Despite the low 1-year persistence rate, rivastigmine showed a stabilizing effect on declining cognition in patients with mild-to-moderate AD in a real-world scenario. Rivastigmine is well tolerated at 6.0-9.0 mg/day with no unexpected safety concerns. FUNDING Novartis Co. Ltd., Taipei, Taiwan.
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Kongpakwattana K, Dilokthornsakul P, Dejthevaporn C, Pattanaprateep O, Chaiyakunapruk N. Compliance and persistence with Alzheimer's disease treatment: a retrospective analysis of multiregional hospital databases in Thailand. J Med Econ 2019; 22:26-34. [PMID: 30303420 DOI: 10.1080/13696998.2018.1534739] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/28/2022]
Abstract
Aims: Due to the lack of studies evaluating compliance or persistence with Alzheimer's Disease (AD) treatment outside High-Income Countries (HICs), this study aimed to assess compliance, persistence, and factors associated with non-compliance and non-persistence by utilizing existing "real-world" information from multiregional hospital databases in Thailand.Materials and methods: Study subjects were retrospectively identified from databases of five hospitals located in different regions across Thailand. AD patients aged ≥60 years who were newly-prescribed with donepezil, galantamine, rivastigmine, or memantine between 2013 and 2017 were eligible for analysis. The Medication Possession Ratio (MPR) was used as a proxy for compliance, while the Kaplan-Meier survival analysis was employed to estimate persistence. Logistic and Cox regressions were used to assess determinants of non-compliance and non-persistence, adjusted for age and gender.Results: Among 698 eligible patients, mean (SD) MPR was 0.83 (0.25), with 70.3% of the patients compliant to the treatment (having MPR ≥ 0.80). Half of the patients discontinued their treatment (having a treatment gap >30 days) within 177 days with a 1-year persistence probability of 21.1%. The patients treated in the university-affiliated hospital were more likely to be both non-compliant (OR = 1.71; 95% CI = 1.21-2.42) and non-persistent (HR = 1.33; 95% CI = 1.12-1.58). In addition, non-compliance was higher for those prescribed with single AD treatment (OR = 2.52; 95% CI = 1.35-4.69), while non-persistence was higher for those unable to reimburse for AD treatment (HR = 1.34; 95% CI = 1.11-1.62).Limitations: By using retrospective databases, a difficulty in validating whether the medications are actually taken after being refilled may over-estimate the levels of compliance and persistence. Meanwhile, possible random coding errors may under-estimate the strength of association findings.Conclusions: This study reveals the situation of compliance and persistence on AD treatment for the first time outside HICs. The determinants of non-compliance and non-persistence underline key areas for improvement.
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Affiliation(s)
- Khachen Kongpakwattana
- School of Pharmacy, Monash University Malaysia, Selangor, Malaysia
- Jeffrey Cheah School of Medicine and Health Sciences, Monash University Malaysia, Selangor, Malaysia
| | - Piyameth Dilokthornsakul
- Center of Pharmaceutical Outcomes Research (CPOR), Department of Pharmacy Practice, Faculty of Pharmaceutical Sciences, Naresuan University, Phitsanulok, Thailand
| | - Charungthai Dejthevaporn
- Division of Neurology, Department of Medicine, Faculty of Medicine, Ramathibodi Hospital, Mahidol University, Bangkok, Thailand
| | - Oraluck Pattanaprateep
- Section for Clinical Epidemiology and Biostatistics, Faculty of Medicine, Ramathibodi Hospital, Mahidol University, Bangkok, Thailand
| | - Nathorn Chaiyakunapruk
- School of Pharmacy, Monash University Malaysia, Selangor, Malaysia
- Center of Pharmaceutical Outcomes Research (CPOR), Department of Pharmacy Practice, Faculty of Pharmaceutical Sciences, Naresuan University, Phitsanulok, Thailand
- Asian Centre for Evidence Synthesis in Population, Implementation and Clinical Outcomes (PICO), Health and Well-being Cluster, Global Asia in the 21st Century (GA21) Platform, Monash University Malaysia, Bandar Sunway, Selangor, Malaysia
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Calhoun A, King C, Khoury R, Grossberg GT. An evaluation of memantine ER + donepezil for the treatment of Alzheimer’s disease. Expert Opin Pharmacother 2018; 19:1711-1717. [DOI: 10.1080/14656566.2018.1519022] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Affiliation(s)
- Amanda Calhoun
- Department of Psychiatry and Behavioral Neuroscience, Saint Louis University School of Medicine, St. Louis, MO, USA
| | - Christian King
- Department of Psychiatry and Behavioral Neuroscience, Saint Louis University School of Medicine, St. Louis, MO, USA
| | - Rita Khoury
- Department of Psychiatry and Behavioral Neuroscience, Saint Louis University School of Medicine, St. Louis, MO, USA
| | - George T. Grossberg
- Department of Psychiatry and Behavioral Neuroscience, Saint Louis University School of Medicine, St. Louis, MO, USA
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17
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Sinnott SJ, Bennett K, Cahir C. Pharmacoepidemiology resources in Ireland-an introduction to pharmacy claims data. Eur J Clin Pharmacol 2017; 73:1449-1455. [PMID: 28819675 PMCID: PMC5662670 DOI: 10.1007/s00228-017-2310-7] [Citation(s) in RCA: 34] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/09/2017] [Accepted: 07/21/2017] [Indexed: 02/07/2023]
Abstract
Introduction Administrative health data, such as pharmacy claims data, present a valuable resource for conducting pharmacoepidemiological and health services research. Often, data are available for whole populations allowing population level analyses. Moreover, their routine collection ensures that the data reflect health care utilisation in the real-world setting compared to data collected in clinical trials. Setting and methods The Irish Health Service Executive-Primary Care Reimbursement Service (HSE-PCRS) community pharmacy claims database is described. The availability of demographic variables and drug-related information is discussed. The strengths and limitations associated using this database for conducting research are presented, in particular, internal and external validity. Examples of recently conducted research using the HSE-PCRS pharmacy claims database are used to illustrate the breadth of its use. Results and conclusions The HSE-PCRS national pharmacy claims database is a large, high-quality, valid and accurate data source for measuring drug exposure in specific populations in Ireland. The main limitation is the lack of generalisability for those aged <70 years and the lack of information on indication or outcome.
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Affiliation(s)
- Sarah-Jo Sinnott
- Department of Non-communicable Disease Epidemiology, London School of Hygiene and Tropical Medicine, Keppel St, London, WC1E 7HT, UK.
| | - Kathleen Bennett
- Division of Population Health Sciences, Royal College of Surgeons Ireland, Dublin, Ireland
| | - Caitriona Cahir
- Division of Population Health Sciences, Royal College of Surgeons Ireland, Dublin, Ireland
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Calvó-Perxas L, Turró-Garriga O, Vilalta-Franch J, Lozano-Gallego M, de Eugenio R, Márquez F, Carmona O, Gich J, Manzano A, Viñas M, Roig AM, Garre-Olmo J. Trends in the Prescription and Long-Term Utilization of Antidementia Drugs Among Patients with Alzheimer's Disease in Spain: A Cohort Study Using the Registry of Dementias of Girona. Drugs Aging 2017; 34:303-310. [PMID: 28258538 DOI: 10.1007/s40266-017-0446-x] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Abstract
BACKGROUND Acetylcholinesterase inhibitors (AChEIs) and the N-methyl D-aspartate-antagonist memantine are indicated for the symptomatic treatment of Alzheimer's disease (AD). OBJECTIVES Our aims were to describe the baseline characteristics of patients with AD according to prescription of these treatments after the diagnostic work-up to describe long-term trends in the use of these medications and to identify baseline characteristics associated with the frequency of use of each treatment. METHODS This was a cohort study with a sample of 2992 patients with AD recorded in the Registry of Dementias of Girona (ReDeGi) between 2007 and 2014. Consumption of AChEIs and memantine was assessed using the Pharmacy Unit database from the Public Catalan Healthcare Service. We used generalized estimating equation analyses to identify the baseline characteristics associated with the consumption of AChEIs and memantine over time. RESULTS Most of the patients (70.4%; 95% confidence interval [CI] 68.7-72.0) were prescribed antidementia medication at the time of diagnosis. Of these, 75.0% (95% CI 73.1-76.8) were prescribed AChEIs, 14.7% (95% CI 13.2-16.3) were prescribed an AChEI plus memantine, and 10.3% (95% CI 9.0-11.6) were prescribed memantine. Advanced age reduced the likelihood of AChEI consumption. Mild dementia severity increased the use of AChEIs, and moderate-advanced dementia increased the likelihood of memantine consumption. After diagnosis, the likelihood of AChEI consumption decreased from the first year until the fifth, whereas the likelihood of memantine consumption, either alone or in combination with AChEIs, increased. CONCLUSIONS Antidementia drug use in this study showed the initial use of AChEIs alone with later use of AChEIs in combination with memantine and memantine alone in older patients with severe AD. Our findings are in agreement with current clinical practice guidelines for the pharmacological treatment of AD.
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Affiliation(s)
- Laia Calvó-Perxas
- Girona Biomedical Research Institute (IdIBGI), C/Dr. Castany, s/n, Salt, 17190, Girona, Catalonia, Spain
| | - Oriol Turró-Garriga
- Girona Biomedical Research Institute (IdIBGI), C/Dr. Castany, s/n, Salt, 17190, Girona, Catalonia, Spain.,Dementia Unit, Hospital de Santa Caterina, Salt, Catalonia, Spain
| | - Joan Vilalta-Franch
- Girona Biomedical Research Institute (IdIBGI), C/Dr. Castany, s/n, Salt, 17190, Girona, Catalonia, Spain.,Dementia Unit, Hospital de Santa Caterina, Salt, Catalonia, Spain.,Department of Medicine, University of Girona, Girona, Catalonia, Spain
| | | | - Rosa de Eugenio
- Dementia Unit, Hospital de Palamós, Palamós, Catalonia, Spain
| | - Fabián Márquez
- Neurology Department, Hospital d'Olot, Olot, Catalonia, Spain
| | - Olga Carmona
- Neurology Unit, Hospital de Figueres, Figueres, Catalonia, Spain
| | - Jordi Gich
- Neurodegenerative Disease Unit, Hospital Universitari Dr. Josep Trueta, Girona, Catalonia, Spain
| | - Anna Manzano
- Neurology Department, Hospital de Campdevànol, Campdevànol, Catalonia, Spain
| | - Marta Viñas
- Geriatrics and Neurology Department, Hospital de Blanes, Blanes, Catalonia, Spain
| | - Anna Mª Roig
- Pharmacy Unit, Health Region of Girona, Girona, Catalonia, Spain
| | - Josep Garre-Olmo
- Girona Biomedical Research Institute (IdIBGI), C/Dr. Castany, s/n, Salt, 17190, Girona, Catalonia, Spain. .,Dementia Unit, Hospital de Santa Caterina, Salt, Catalonia, Spain. .,Department of Medicine, University of Girona, Girona, Catalonia, Spain.
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19
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El-Saifi N, Moyle W, Jones C, Tuffaha H. Medication Adherence in Older Patients With Dementia: A Systematic Literature Review. J Pharm Pract 2017; 31:322-334. [DOI: 10.1177/0897190017710524] [Citation(s) in RCA: 57] [Impact Index Per Article: 8.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/03/2023]
Abstract
Background: Older patients with dementia are often unable to take their medications as prescribed due to cognitive and physical impairment. Objectives: To review the evidence on medication adherence in older patients with dementia in terms of the level of adherence, outcomes, contributing factors, and available interventions. Methods: A systematic literature review was performed following the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines. Searched databases included CINAHL, Cochrane Library, DARE, MEDLINE, and PubMed. Results: Eighteen studies reported levels of medication adherence or discontinuation and related factors. Medication adherence ranged from 17% to 42%, and medication discontinuation before the end of treatment ranged from 37% to 80%. Nonadherence was associated with an increased risk of hospitalization or death, while increasing age, choice of medication, use of concomitant medications, and medicines’ costs were reported to decrease medication adherence. Telehealth home monitoring and treatment modification were the only interventions reported in the literature to improve medication adherence in this population. Conclusion: Older patients with dementia have a low level of medication adherence. Future research should focus on the development and implementation of interventions to help older patients with dementia and their caregivers make better use of medications.
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Affiliation(s)
- Najwan El-Saifi
- School of Nursing and Midwifery, Menzies Health Institute Queensland, Griffith University, Nathan Campus, Brisbane, Queensland, Australia
| | - Wendy Moyle
- School of Nursing and Midwifery, Menzies Health Institute Queensland, Griffith University, Nathan Campus, Brisbane, Queensland, Australia
| | - Cindy Jones
- School of Nursing and Midwifery, Menzies Health Institute Queensland, Griffith University, Nathan Campus, Brisbane, Queensland, Australia
| | - Haitham Tuffaha
- School of Medicine, Menzies Health Institute Queensland, Griffith University, Nathan Campus, Brisbane, Queensland, Australia
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A Real-world Analysis of Treatment Patterns for Cholinesterase Inhibitors and Memantine among Newly-diagnosed Alzheimer's Disease Patients. Neurol Ther 2017; 6:131-144. [PMID: 28508250 PMCID: PMC5447560 DOI: 10.1007/s40120-017-0067-7] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/07/2017] [Indexed: 12/24/2022] Open
Abstract
Introduction Alzheimer’s disease (AD) is the most common neurodegenerative form of dementia. Pharmacological therapies for symptomatic treatment, such as acetylcholinesterase inhibitors (AChEIs) and memantine, have been available in the USA since 2000. Over the past decade, few studies have analyzed real-world anti-dementia treatment patterns in the USA. This study evaluated monotherapy AChEIs and memantine treatment patterns among newly diagnosed AD patients. Methods A retrospective cohort study was conducted using Medicare data and the Minimum Data Set from 2008 to 2012. Patients aged 65–100 years with newly diagnosed AD (ICD-9 code: 331.0) and monotherapy AChEI or memantine treatment initiated after diagnosis were included. Descriptive treatment pattern analyses, including discontinuation and switch, were undertaken. Kaplan–Meier curves were developed to examine the treatment duration. Results A total of 9812 newly diagnosed AD patients were identified, with 56.7% (n = 5567) first receiving anti-dementia treatment after the initial AD diagnosis. Among patients initiating monotherapy AChEIs or memantine after AD diagnosis (N = 5200), 51.6% continued index treatment during the entire follow-up period (mean follow-up: 659.7 days) and 21.7% discontinued treatment. Of those who initiated monotherapy treatment with an AChEI, 11.1% received adjunct therapy with memantine. Among patients with ≥1 year of continuous treatment (mean follow-up: 834 days), 75.6% remained on the index drug, 10.2% discontinued during the remaining follow-up period, and 9.5% of the AD patients initiating AChEIs received adjunct memantine therapy during the remaining follow-up period. Conclusion In the USA Medicare population, about 50% of the patients who initiated treatment with AChEI or memantine after diagnosis continued the index treatment, and more than 20% discontinued and were untreated afterwards over the observation period. AD patients initiating AChEIs or memantine were more likely to remain on their treatment if they were persistently treated for the first year. Electronic supplementary material The online version of this article (doi:10.1007/s40120-017-0067-7) contains supplementary material, which is available to authorized users.
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Bohlken J, Jacob L, Kostev K. Association between Anti-Dementia Treatment Persistence and Daily Dosage of the First Prescription: A Retrospective Analysis in Neuropsychiatric Practices in Germany. J Alzheimers Dis 2017; 58:37-44. [PMID: 28372337 DOI: 10.3233/jad-170091] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
BACKGROUND High adherence and persistence are important for the efficacy of anti-dementia treatments. OBJECTIVE The goal of this study was to analyze the association between anti-dementia treatment persistence and daily dosage of the first prescription in patients treated in neuropsychiatric practices in Germany. METHODS This study included patients aged 60 years or over who were diagnosed with Alzheimer's disease and received anti-dementia prescriptions (galantamine, donepezil, memantine, and rivastigmine) for the first time between 2005 and 2014. The main outcome measure was the treatment persistence rate within 12 months after the index date as a function of the first dose. Cox proportional hazards regression models were used to estimate the relation between persistence and daily dosages after adjusting for age, gender, and residence in nursing homes. RESULTS In this study, 2,442, 5,669, 4,416, 642, and 2,334 patients received galantamine, donepezil, memantine, oral rivastigmine, and patch rivastigmine, respectively. After 12 months of follow-up, continuation rates were similar for individuals using different doses of galantamine, donepezil, oral rivastigmine, and patch rivastigmine, but were significantly different for those taking memantine. Patients using 20 mg of memantine were less likely to discontinue their treatment than patients using 10 mg (HR = 0.88, 95% CI: 0.80-0.96). There was no significant association between daily dosages and persistence for the other drugs (HRs ranging from 0.86 to 1.15). CONCLUSIONS There was no significant association between treatment persistence and daily dosages in patients with Alzheimer's disease in Germany who were treated with galantamine, donepezil, or rivastigmine.
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Affiliation(s)
- Jens Bohlken
- Praxis für Neurologie und Psychiatrie, Berlin, Germany
| | - Louis Jacob
- Faculty of medicine, University of Paris 5, Paris, France
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Fisher A, Carney G, Bassett K, Dormuth CR. Tolerability of Cholinesterase Inhibitors: A Population-Based Study of Persistence, Adherence, and Switching. Drugs Aging 2017; 34:221-231. [DOI: 10.1007/s40266-017-0438-x] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
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Yasutaka Y, Fujioka S, Terasawa M, Shibaguchi H, Futagami K, Ouma S, Tsuboi Y, Kamimura H. Influence of Memantine on Continuous Treatment with Rivastigmine Patches<br/>—Retrospective Study Using the Logistic Regression Analysis—. YAKUGAKU ZASSHI 2017; 137:121-125. [DOI: 10.1248/yakushi.16-00206] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Affiliation(s)
- Yuki Yasutaka
- Department of Pharmaceutical and Health Care Management, Faculty of Pharmaceutical Science, Fukuoka University
- Department of Hospital Pharmacy, Fukuoka University Hospital
| | - Shinsuke Fujioka
- Department of Neurology, Faculty of Medicine, Fukuoka University
| | - Mariko Terasawa
- Department of Hospital Pharmacy, Fukuoka University Hospital
| | - Hirotomo Shibaguchi
- Department of Hospital Pharmacy, Fukuoka University Hospital
- Department of Biochemistry, Faculty of Medicine, Fukuoka University
| | - Koujiro Futagami
- Department of Pharmaceutical and Health Care Management, Faculty of Pharmaceutical Science, Fukuoka University
| | - Shinji Ouma
- Department of Neurology, Faculty of Medicine, Fukuoka University
| | - Yoshio Tsuboi
- Department of Neurology, Faculty of Medicine, Fukuoka University
| | - Hidetoshi Kamimura
- Department of Pharmaceutical and Health Care Management, Faculty of Pharmaceutical Science, Fukuoka University
- Department of Hospital Pharmacy, Fukuoka University Hospital
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Prescription Patterns of Medications for Alzheimer's Disease in Japan from 2010 to 2015: A Descriptive Pharmacy Claims Database Study. Neurol Ther 2016; 6:25-37. [PMID: 27896785 PMCID: PMC5447550 DOI: 10.1007/s40120-016-0057-1] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/28/2016] [Indexed: 02/04/2023] Open
Abstract
INTRODUCTION Although four kinds of Alzheimer's disease (AD) drugs are available at present there was only one drug until 2011 in Japan. This study aimed to elucidate prescription trends of these medications for AD in Japanese outpatients before and after the new drug releases in 2011. METHODS This descriptive study of pharmacy claims databases analyzed outpatient prescription data from community pharmacies across Japan. The study patients were 20 years or older and first administered medications for AD (donepezil, memantine, rivastigmine, or galantamine) between January 2010 and September 2014. They were grouped on the basis of the year of their initial medications for AD administration into the 2010-2011 and 2012-2014 groups (1 and 2, respectively) and their characteristics and AD treatments were summarized by group. The subanalyses used a multivariable logistic regression model to examine the relationship between patient characteristics and discontinuation or change to combination therapy within a year. RESULTS A total of 103,592 patients (group 1 and 2, 28,581 and 75,011, respectively) were prescribed medications for AD during the study period. The group 1 and 2 mean ± standard deviation (SD) ages were 79.6 ± 7.4 and 80.9 ± 7.3 years while female patients constituted 64.0% and 64.5%, respectively. Furthermore, in groups 1 and 2 patients, 99.0% and 94.3% received a medication for AD monotherapy, 92.3% and 59.6% were prescribed donepezil, and 40.5% and 41.5% discontinued treatment within a year, respectively. The subanalyses suggest that being at least 85 years old strongly correlated with treatment discontinuation and change to combination therapy within a year. CONCLUSION Although the prescription proportions of the various medications for AD have changed since 2011, no apparent changes occurred in the patient characteristics of those who initiated AD treatment between 2010-2011 and 2012-2014.
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Deardorff WJ, Grossberg GT. A fixed-dose combination of memantine extended-release and donepezil in the treatment of moderate-to-severe Alzheimer's disease. DRUG DESIGN DEVELOPMENT AND THERAPY 2016; 10:3267-3279. [PMID: 27757016 PMCID: PMC5055113 DOI: 10.2147/dddt.s86463] [Citation(s) in RCA: 64] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 01/03/2023]
Abstract
Currently available therapies for the treatment of Alzheimer’s disease (AD) consist of cholinesterase inhibitors (ChEIs), such as donepezil, and the N-methyl-D-aspartate receptor antagonist memantine. In December 2014, the US Food and Drug Administration approved Namzaric™, a once-daily, fixed-dose combination (FDC) of memantine extended-release (ER) and donepezil for patients with moderate-to-severe AD. The FDC capsule is bioequivalent to the coadministered individual drugs, and its bioavailability is similar when taken fasting, with food, or sprinkled onto applesauce. The combination of memantine and ChEIs in moderate-to-severe AD provides additional benefits to ChEI monotherapy across multiple domains and may delay the time to nursing home admission. A dedicated study of memantine ER compared to placebo in patients on a stable dose of a ChEI found statistically significant benefits on cognition and global status but not functioning. Treatment with memantine ER and donepezil is generally well tolerated, although higher doses of ChEIs are associated with more serious adverse events such as vomiting, syncope, and weight loss. Potential advantages of the FDC include a simpler treatment regimen, reduction in pill burden, and the ability to sprinkle the capsule onto soft foods. Patients who may benefit from the FDC include those with significant dysphagia, a history of poor compliance, or limited caregiver interaction. However, available evidence that these advantages would increase treatment adherence and persistence is conflicting, meaning that the added cost of switching patients from generic options to an FDC may not always be justified.
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Affiliation(s)
| | - George T Grossberg
- Department of Psychiatry, St Louis University School of Medicine, St Louis, MO, USA
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Abstract
A once-daily, fixed-dose combination of memantine extended-release (ER)/donepezil 28/10 mg (Namzaric™) is available in the USA for patients with moderate to severe Alzheimer's disease (AD) on stable memantine and donepezil therapy. The fixed-dose formulation is bioequivalent to coadministration of the individual drugs. In a 24-week, phase III trial in patients with moderate to severe AD, addition of memantine ER 28 mg once daily to stable cholinesterase inhibitor (ChEI) therapy was more effective than add-on placebo on measures of cognition, global clinical status, dementia behaviour and semantic processing ability, although between-group differences on a measure of daily function did not significantly differ. In subgroup analyses in donepezil-treated patients, add-on memantine ER was more effective than add-on placebo on measures of cognition, dementia behaviour and semantic processing, although there were no significant between-group differences on measures of global clinical status and daily function. Memantine ER plus ChEI combination therapy was generally well tolerated in the phase III trial, with diarrhoea, dizziness and influenza occurring at least twice as often with add-on memantine ER as add-on placebo in donepezil-treated patients. Thus, memantine ER plus donepezil combination therapy is an effective and well tolerated treatment option for patients with moderate to severe AD. The fixed-dose combination is potentially more convenient than coadministration of the individual agents.
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Affiliation(s)
- Sarah L Greig
- Springer, Private Bag 65901, Mairangi Bay, 0754, Auckland, New Zealand.
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Magierski R, Sobow T. Benefits and risks of add-on therapies for Alzheimer's disease. Neurodegener Dis Manag 2015; 5:445-62. [DOI: 10.2217/nmt.15.39] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022] Open
Abstract
Despite three decades of intensive research, the efforts of scientific society and industry and the expenditures, numerous attempts to develop effective treatments for Alzheimer's disease have failed. Currently, approved and widely used medications to treat cognitive deficits in Alzheimer's disease are symptomatic only and show at best modest efficacy. In this context, the need to develop a successful, disease-modifying treatment is loudly expressed. One way to achieve this goal is the use of add-on therapies or various combinations of existing ‘conventional’ drugs. Results of several clinical studies and post hoc analyses of combination therapy with all cholinesterase inhibitors and memantine are published. Moreover, there is a need for studies on long-term efficacy of combination therapy in Alzheimer's.
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Affiliation(s)
- Radoslaw Magierski
- Department of Old Age Psychiatry & Psychotic Disorders, Medical University of Lodz, 92–216 Lodz, Czechoslowacka Street 8/10, Poland
| | - Tomasz Sobow
- Department of Medical Psychology, Medical University of Lodz, 91–425 Lodz, Sterlinga Street 5, Poland
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Abstract
BACKGROUND Continuous treatment is an important indicator of medication adherence in dementia. However, long-term studies in larger clinical settings are lacking, and little is known about moderating effects of patient and service characteristics. METHODS Data from 12,910 outpatients with dementia (mean age 79.2 years; SD = 7.6 years) treated between January 2003 and December 2013 in Germany were included. Continuous treatment was analysed using Kaplan-Meier curves and log-rank tests. In addition, multivariate Cox regression models were fitted with continuous treatment as dependent variable and the predictors antidementia agent, age, gender, medical comorbidities, physician specialty, and health insurance status. RESULTS After one year of follow-up, nearly 60% of patients continued drug treatment. Donezepil (HR: 0.88; 95% CI: 0.82-0.95) and memantine (HR: 0.85; 0.79-0.91) patients were less likely to be discontinued treatment as compared to rivastigmine users. Patients were less likely to be discontinued if they were treated by specialist physicians as compared to general practitioners (HR: 0.44; 0.41-0.48). Younger male patients and patients who had private health insurance had a lower discontinuation risk. Regarding comorbidity, patients were more likely to be continuously treated with the index substance if a diagnosis of heart failure or hypertension had been diagnosed at baseline. CONCLUSIONS Our results imply that besides type of antidementia agent, involvement of a specialist in the complex process of prescribing antidementia drugs can provide meaningful benefits to patients, in terms of more disease-specific and continuous treatment.
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Boinpally R, Chen L, Zukin SR, McClure N, Hofbauer RK, Periclou A. A novel once-daily fixed-dose combination of memantine extended release and donepezil for the treatment of moderate to severe Alzheimer's disease: two phase I studies in healthy volunteers. Clin Drug Investig 2015; 35:427-35. [PMID: 26016820 PMCID: PMC4488451 DOI: 10.1007/s40261-015-0296-4] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/08/2023]
Abstract
BACKGROUND Combining two standard-of-care medications for Alzheimer's disease (AD) into a single once-daily dosage unit may improve treatment adherence, facilitate drug administration, and reduce caregiver burden. A new fixed-dose combination (FDC) capsule containing 28 mg memantine extended release (ER) and 10 mg donepezil was evaluated for bioequivalence with co-administered commercially available memantine ER and donepezil, and for bioavailability with regard to food intake. METHODS Two phase I, single-dose, randomized, open-label, crossover studies were conducted in 18- to 45-year-old healthy individuals. In MDX-PK-104 study, fasting participants (N = 38) received co-administered memantine ER and donepezil or the FDC. In MDX-PK-105 study, participants (N = 36) received three treatments: intact FDC taken while fasting or after a high-fat meal, or FDC contents sprinkled on applesauce while fasting. Standard pharmacokinetic parameters for memantine and donepezil were calculated from the plasma concentration time-curve using non-compartmental analyses. Linear mixed-effects models were used to compare: (a) FDC versus co-administered individual drugs; (b) FDC fasted versus with food; and (c) FDC sprinkled on applesauce versus FDC intact, both fasted. Safety parameters were also evaluated. RESULTS The FDC capsule was bioequivalent to co-administered memantine ER and donepezil. There was no significant food effect on the bioavailability of the FDC components. There were no clinically relevant differences in time to maximum plasma concentration or safety profiles across treatments. CONCLUSIONS An FDC capsule containing 28 mg memantine ER and 10 mg donepezil is bioequivalent to commercially available memantine ER and donepezil, and bioavailability is not affected by food intake or sprinkling of capsule contents on applesauce.
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Affiliation(s)
- Ramesh Boinpally
- Forest Research Institute, an affiliate of Actavis, Inc., Harborside Financial Center, Plaza V, Floor 19, Jersey City, NJ, 07311, USA,
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Campbell NL, Skaar TC, Perkins AJ, Gao S, Li L, Khan BA, Boustani MA. Characterization of hepatic enzyme activity in older adults with dementia: potential impact on personalizing pharmacotherapy. Clin Interv Aging 2015; 10:269-75. [PMID: 25609939 PMCID: PMC4298284 DOI: 10.2147/cia.s65980] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/05/2022] Open
Abstract
Objective To determine the frequency of pharmacogenomic variants and concurrent medications that may alter the efficacy and tolerability of acetylcholinesterase inhibitors (AChEIs). Materials and methods A multisite cross-sectional study was carried out across four memory care practices in the greater Indianapolis area. Participants were adults aged 65 years and older with a diagnosis of probable or possible Alzheimer’s disease (AD) (n=105). Blood samples and self-reported medication data were collected. Since two of the three AChEIs are metabolized by cytochrome P450 (CYP)-2D6, we determined the frequency of functional genetic variants in the CYP2D6 gene and calculated their predicted CYP2D6-activity scores. Concurrent medication data were collected from self-reported medication surveys, and their predicted effect on the pharmacokinetics of AChEIs was determined based on their known effects on CYP2D6 and CYP3A4/5 enzyme activities. Results Among the 105 subjects enrolled, 72% were female and 36% were African American. Subjects had a mean age of 79.6 years. The population used a mean of eight medications per day (prescription and nonprescription). The CYP2D6 activity score frequencies were 0 (3.8%), 0.5 (4.8%), 1.0 (36.2%), 1.5–2.0 (51.4%), and >2.0 (3.8%). Nineteen subjects (18.1%) used a medication considered a strong or moderate inhibitor of CYP2D6, and eight subjects (7.6%) used a medication considered a strong or moderate inhibitor of CYP3A4/5. In total, 28.6% of the study population was predicted to have reduced activity of the CYP2D6 or CYP3A4/5 enzymes due to either genetic variants or concomitant medications. Conclusion Both pharmacogenetic variants and concurrent drug therapies that are predicted to alter the pharmacokinetics of AChEIs should be evaluated in older adults with AD. Pharmacogenetic and drug-interaction data may help personalize AD therapy and increase adherence by improving tolerability.
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Affiliation(s)
- Noll L Campbell
- College of Pharmacy, Purdue University, West Lafayette, IN, USA ; Indiana University Center for Aging Research, Indiana University School of Medicine, Indianapolis, IN, USA ; Regenstrief Institute, Indiana University School of Medicine, Indianapolis, IN, USA ; Department of Pharmacy, Eskenazi Health Services, Indiana University School of Medicine, Indianapolis, IN, USA
| | - Todd C Skaar
- Division of Clinical Pharmacology, Department of Medicine, Indiana University School of Medicine, Indianapolis, IN, USA
| | - Anthony J Perkins
- Indiana University Center for Aging Research, Indiana University School of Medicine, Indianapolis, IN, USA
| | - Sujuan Gao
- Indiana University Center for Aging Research, Indiana University School of Medicine, Indianapolis, IN, USA ; Regenstrief Institute, Indiana University School of Medicine, Indianapolis, IN, USA ; Department of Biostatistics, Indiana University School of Medicine, Indianapolis, IN, USA
| | - Lang Li
- Department of Medical and Molecular Genetics, Indiana University School of Medicine, Indianapolis, IN, USA
| | - Babar A Khan
- Indiana University Center for Aging Research, Indiana University School of Medicine, Indianapolis, IN, USA ; Regenstrief Institute, Indiana University School of Medicine, Indianapolis, IN, USA ; Division of Clinical Pharmacology, Department of Medicine, Indiana University School of Medicine, Indianapolis, IN, USA
| | - Malaz A Boustani
- Indiana University Center for Aging Research, Indiana University School of Medicine, Indianapolis, IN, USA ; Regenstrief Institute, Indiana University School of Medicine, Indianapolis, IN, USA ; Center for Innovation and Implementation Science, Indiana University, Indianapolis, IN, USA
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Cheong CK, Lim KH, Jang JW, Jhoo JH. The effect of telemedicine on the duration of treatment in dementia patients. J Telemed Telecare 2015; 21:214-8. [PMID: 25586813 DOI: 10.1177/1357633x14566571] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 09/26/2014] [Indexed: 01/06/2023]
Abstract
We studied 442 patients who met the DSM-IV-TR criteria for dementia and whose treatment was initiated at the Kangwon National University Hospital (KNUH) in Chuncheon. Over a five-year period, there were 259 patients who regularly visited the KNUH dementia clinic in person, and 168 patients who received medical services from the dementia clinic via telemedicine. The telemedicine patients attended a public health centre in Hongcheon, a facility located in a rural area about 50 km south east of the KNUH. The mean treatment duration was significantly longer for the telemedicine group than for the clinical visit group (P < 0.001), with durations of 26.6 and 14.6 months, respectively. Low Clinical Dementia Rating scores (hazard ratio = 1.47, 95% confidence interval = 1.26-1.71) and use of telemedicine (hazard ratio = 0.55, 95% confidence interval = 0.42-0.72) were found to be independent predictive factors of increased treatment duration. These findings suggest that telemedicine may be useful in slowing disease progression in dementia patients in rural areas.
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Affiliation(s)
- Chae-Kyo Cheong
- Department of Psychiatry, Kangwon National University Hospital, Chuncheon, Korea
| | - Kyu-Hyoung Lim
- Department of Internal Medicine, Kangwon National University School of Medicine, Chuncheon, Korea
| | - Jae-Won Jang
- Department of Neurology, Kangwon National University Hospital, Chuncheon. Korea
| | - Jin Hyeong Jhoo
- Department of Psychiatry, Kangwon National University Hospital, Chuncheon, Korea Department of Psychiatry, Kangwon National University School of Medicine, Chuncheon, Korea
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Maxwell CJ, Stock K, Seitz D, Herrmann N. Persistence and adherence with dementia pharmacotherapy: relevance of patient, provider, and system factors. CANADIAN JOURNAL OF PSYCHIATRY. REVUE CANADIENNE DE PSYCHIATRIE 2014; 59:624-31. [PMID: 25702361 PMCID: PMC4304581 DOI: 10.1177/070674371405901203] [Citation(s) in RCA: 44] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/27/2023]
Abstract
This paper provides a comprehensive review of studies examining adherence and (or) persistence with dementia pharmacotherapy during the past decade, including a summary of the key patient-, drug-, system-, and provider-level factors associated with these measures. Estimates of adherence and 1-year persistence to these drugs have ranged from 34% to 94% and 35% to 60%, respectively. Though many studies reported nonsignificant associations, there are data suggesting that patient age, sex, ethnoracial background, socioeconomic status, and region-specific reimbursement criteria, as well as the extent and quality of interactions among patients, caregivers, and providers, may influence persistence with pharmacotherapy. As many studies relied on administrative data, limited information was available regarding the relevance of patient's cognitive and functional status or the importance of caregiver involvement or assistive devices to adherence or persistence.
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Affiliation(s)
- Colleen J Maxwell
- Professor, Schools of Pharmacy and Public Health & Health Systems, University of Waterloo, Waterloo, Ontario
| | - Kathryn Stock
- Student, School of Public Health & Health Systems, University of Waterloo, Waterloo, Ontario
| | - Dallas Seitz
- Assistant Professor, Division of Geriatric Psychiatry, Queen's University and Providence Care, Kingston, Ontario
| | - Nathan Herrmann
- Head, Division of Geriatric Psychiatry, Sunnybrook Health Sciences Centre, Toronto, Ontario
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Ahn SH, Choi NK, Kim YJ, Seong JM, Shin JY, Jung SY, Park BJ. Drug persistency of cholinesterase inhibitors for patients with dementia of Alzheimer type in Korea. Arch Pharm Res 2014; 38:1255-62. [PMID: 25336105 DOI: 10.1007/s12272-014-0500-8] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2014] [Accepted: 10/10/2014] [Indexed: 11/25/2022]
Abstract
This study examined 1-year persistency with cholinesterase inhibitors (ChEIs) for the treatment of elderly Alzheimer's dementia (AD) patients in Korea. Korean Health Insurance Review & Assessment Service database from January 2005 to June 2006 was used. Patients aged 65 or older with AD diagnosis who were first prescribed a ChEI were included. The 1-year persistence, persistency rate, and switching patterns during the follow-up period were identified. Mean time to drug discontinuation was analyzed, and persistency rates between different patient factors were compared. The 1-year persistency rate of newly treated 6,461 AD patients was 24.0%, while 50% of study patients discontinued treatment by 91 days from initiation. Persistency rates of female patients (22.8%), patients in rural areas (12.7%), and primary care (10.2%) were relatively low (p < 0.001). Persistency rate differed between age groups (p < 0.001). Overall proportion of switching was 6.6%. The 1-year persistency rate of ChEIs for AD patients in Korea did not reach those of previous researches in other countries. Patients less likely to remain on therapy should be especially monitored to optimize treatment persistence.
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Affiliation(s)
- So-Hyeon Ahn
- Korea Institute of Drug Safety and Risk Management, Seoul, Korea
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Antidementia drug use among community-dwelling individuals with Alzheimer's disease in Finland: a nationwide register-based study. Int Clin Psychopharmacol 2014; 29:216-23. [PMID: 24608822 PMCID: PMC4047310 DOI: 10.1097/yic.0000000000000032] [Citation(s) in RCA: 43] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/27/2023]
Abstract
The objective of this study was to investigate the prevalence of acetylcholinesterase inhibitor (AChEI) and memantine use, duration of treatment, concomitant use of these drugs, and factors associated with the discontinuation of AChEI therapy during 2006-2009. We utilized data from a nationwide sample of community-dwelling individuals with a clinically verified Alzheimer's disease diagnosed during the year 2005 (n=6858) as a part of the MEDALZ-2005 study. During the 4-year follow-up, 84% used AChEI and 47% used memantine. Altogether, 22% of the sample used both drugs concomitantly. The median duration of the first AChEI use period was 860 (interquartile range 295-1458) days and 1103 (interquartile range 489-1487) days for the total duration of AChEI use. Although 20% of the AChEI users discontinued the use during the first year, over half of them restarted later. The risk of discontinuation was higher for rivastigmine [hazard ratio 1.34 (confidence interval 1.22-1.48)] and galantamine users [hazard ratio 1.23 (confidence interval 1.15-1.37)] compared with donepezil users in the adjusted model. In conclusion, median time for AChEI use was over 3 years and every fifth Alzheimer's disease patient used AChEI and memantine concomitantly during the follow-up. The low rate of discontinuation is consistent with the Finnish Care Guideline but in contrast to the results reported from many other countries.
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Ferrer P, Ballarín E, Sabaté M, Laporte JR, Schoonen M, Rottenkolber M, Fortuny J, Hasford J, Tatt I, Ibáñez L. Sources of European drug consumption data at a country level. Int J Public Health 2014; 59:877-87. [PMID: 24875352 DOI: 10.1007/s00038-014-0564-8] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2013] [Revised: 04/30/2014] [Accepted: 05/02/2014] [Indexed: 10/25/2022] Open
Abstract
OBJECTIVES This study aimed at outlining the characteristics of nationwide administrative databases monitoring drug consumption in Europe. METHODS Internet and bibliographic databases (April 2010) were searched and experts in drug utilization (DU) research interviewed to find nationwide administrative medicines consumption databases in Europe, with data for the out- and inpatient healthcare sector. A questionnaire was developed to gather additional information. We collected data providers, websites, accessibility, data sources, healthcare settings, population coverage, medicines-related data, patient and prescriber data, periods covered, and linkage to other databases. RESULTS Thirty-one administrative nationwide medicine consumption databases in 25 countries were identified. Questionnaires were responded for 20 databases. Eleven provided wholesalers' sales data, 11 on reimbursed, 5 on prescribed, and 4 on dispensing medicines. Fifteen databases provided inpatient drug consumption data, mainly wholesalers' sales. CONCLUSIONS Nationwide administrative databases are of value to all stakeholders involved in the conduct and interpretation of post-marketing safety studies, and in the conduct of DU research. The endorsement of the anatomical therapeutic chemical/defined daily dose methodology by these databases contributes to data harmonization. However, there is still a lack of information on inpatient medicines consumption at a patient-level.
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Affiliation(s)
- Pili Ferrer
- Fundació Institut Català de Farmacologia, Pg. Vall d'Hebron 119-129, 08035, Barcelona, Spain
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Gardette V, Lapeyre-Mestre M, Piau A, Gallini A, Cantet C, Montastruc JL, Vellas B, Andrieu S. A 2-year prospective cohort study of antidementia drug non-persistency in mild-to-moderate Alzheimer's disease in Europe : predictors of discontinuation and switch in the ICTUS study. CNS Drugs 2014; 28:157-70. [PMID: 24408842 DOI: 10.1007/s40263-013-0133-3] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/04/2023]
Abstract
BACKGROUND There is no consensus on when and how to discontinue cholinesterase inhibitors (ChEI). Predictors of non-persistency of antidementia drugs have been poorly investigated, mostly during short-term periods and using administrative data. OBJECTIVE The aim of this study was to investigate the incidence and predictors of ChEI switch and discontinuation among subjects with ascertained Alzheimer's disease (AD). METHODS A total of 557 community-dwelling, mild-to-moderate AD subjects initiating ChEIs in 29 European clinic centres were assessed twice-yearly for 2 years. Antidementia drug exposure was recorded through a physician-administered structured questionnaire to document any change in drug therapy (start and stop dates, reasons). Discontinuation was defined as >35 days without any antidementia drug. Switch was defined as a change for any antidementia drug strategy within 35 days after ChEI cessation. Two separate time-dependent multivariate Cox survival analyses were conducted to identify predictors of discontinuation and switch. RESULTS The incidences of discontinuation and switch were 9.65 and 12.47/100 person-years, respectively. Behavioural disturbances, low body mass index, falls, decline in Mini-Mental State Examination (MMSE) score, and AD-related hospitalization predicted discontinuation. MMSE score, decline in activities of daily living score, aberrant motor behaviour, shorter AD duration and higher nurse resource use predicted a switch. An ineffective ChEI dose and clinic specialty predicted both outcomes. Sensitivity analyses using a 60-day cut-off provided stable results. CONCLUSION Several predictors were identified: adverse drug events and their predisposing factors, perceived loss of efficacy or disease progression on cognitive or functional scales, behavioural disturbances, hospitalization and professional practices. The latter implies a need for harmonization in AD drug prescription practice.
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