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Liu BM, Kouladjian O'Donnell L, Redston MR, Fujita K, Thillainadesan J, Gnjidic D, Hilmer SN. Association of the Drug Burden Index (DBI) exposure with outcomes: A systematic review. J Am Geriatr Soc 2024; 72:589-603. [PMID: 38006299 DOI: 10.1111/jgs.18691] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2023] [Revised: 10/24/2023] [Accepted: 10/25/2023] [Indexed: 11/27/2023]
Abstract
BACKGROUND The Drug Burden Index (DBI) measures an individual's total exposure to anticholinergic and sedative medications. This systematic review aimed to investigate the association of the DBI with clinical and prescribing outcomes in observational pharmaco-epidemiological studies, and the effect of DBI exposure on functional outcomes in pre-clinical models. METHODS A systematic search of nine electronic databases, citation indexes and gray literature was performed (April 1, 2007-December 31, 2022). Studies that reported primary data on the association of the DBI with clinical or prescribing outcomes conducted in any setting in humans aged ≥18 years or animals were included. Quality assessment was performed using the Joanna Briggs Institute critical appraisal tools and the Systematic Review Centre for Laboratory animal Experimentation risk of bias tool. RESULTS Of 2382 studies screened, 70 met the inclusion criteria (65 in humans, five in animals). In humans, outcomes reported included function (n = 56), cognition (n = 20), falls (n = 14), frailty (n = 7), mortality (n = 9), quality of life (n = 8), hospitalization (n = 7), length of stay (n = 5), readmission (n = 1), other clinical outcomes (n = 15) and prescribing outcomes (n = 2). A higher DBI was significantly associated with increased falls (11/14, 71%), poorer function (31/56, 55%), and cognition (11/20, 55%) related outcomes. Narrative synthesis was used due to significant heterogeneity in the study population, setting, study type, definition of DBI, and outcome measures. Results could not be pooled due to heterogeneity. In animals, outcomes reported included function (n = 18), frailty (n = 2), and mortality (n = 1). In pre-clinical studies, a higher DBI caused poorer function and frailty. CONCLUSIONS A higher DBI may be associated with an increased risk of falls and decreased function and cognition. Higher DBI was inconsistently associated with increased mortality, length of stay, frailty, hospitalization or reduced quality of life. Human observational findings with respect to functional outcomes are supported by preclinical interventional studies. The DBI may be used as a tool to identify older adults at higher risk of harm.
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Affiliation(s)
- Bonnie M Liu
- Ageing and Pharmacology Laboratory, Kolling Institute, Faculty of Medicine and Health, The University of Sydney and the Northern Sydney Local Health District, Sydney, Australia
- Aged Care Department, Royal North Shore Hospital, Sydney, Australia
| | - Lisa Kouladjian O'Donnell
- Ageing and Pharmacology Laboratory, Kolling Institute, Faculty of Medicine and Health, The University of Sydney and the Northern Sydney Local Health District, Sydney, Australia
| | - Mitchell R Redston
- St George and Sutherland Clinical School, Faculty of Medicine, University of New South Wales, Sydney, Australia
| | - Kenji Fujita
- Ageing and Pharmacology Laboratory, Kolling Institute, Faculty of Medicine and Health, The University of Sydney and the Northern Sydney Local Health District, Sydney, Australia
| | - Janani Thillainadesan
- Department of Geriatric Medicine and Centre for Education and Research on Ageing, Concord Hospital, Sydney, Australia
- Concord Clinical School, Faculty of Medicine and Health, The University of Sydney, Sydney, Australia
| | - Danijela Gnjidic
- School of Pharmacy, Faculty of Medicine and Health, The University of Sydney, Sydney, Australia
| | - Sarah N Hilmer
- Ageing and Pharmacology Laboratory, Kolling Institute, Faculty of Medicine and Health, The University of Sydney and the Northern Sydney Local Health District, Sydney, Australia
- Aged Care Department, Royal North Shore Hospital, Sydney, Australia
- Clinical Pharmacology Department, Royal North Shore Hospital, Sydney, Australia
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Nishikawa T, Sakata N, Sugiyama T, Tamiya N. Dispensing by Family Pharmacists as a Potential Factor in Pharmacist-initiated Prescription Change: A Retrospective Observational Study. J Epidemiol 2023; 33:618-623. [PMID: 36503903 PMCID: PMC10635808 DOI: 10.2188/jea.je20220165] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2022] [Accepted: 10/31/2022] [Indexed: 11/12/2023] Open
Abstract
BACKGROUND No studies in Japan have examined whether dispensing by family pharmacists, who are incentivized by reimbursement to provide continuous and exclusive medication management, results in prescription changes. Our primary objective was to identify the variables affecting prescription changes, particularly to investigate dispensing by family pharmacists as a possible factor. METHODS We identified 333,503 records of pharmacy claims data from patients aged 65 years or older who received medication instructions at outpatient pharmacies at Tsukuba, a medium-sized city near Tokyo, between April 2018 and March 2019. We extracted data on dispensing by family pharmacists, number of medicines, patient sex, patient age, and pharmacy category. A multilevel modified Poisson regression analysis was performed to analyze the correlation between dispensing by family pharmacists and pharmacist-initiated prescription change. RESULTS Dispensing by family pharmacists was 1.37 times more likely to involve a record of prescription change than dispensing by non-family pharmacists. Older age, female sex, polypharmacy, and small-scale pharmacies were also found to be factors. CONCLUSION This study indicated that dispensing by family pharmacists was a potential factor for pharmacist-initiated prescription changes that may prevent excessive medication and limit pharmacological interactions. Since the likelihood of inappropriate prescriptions being issued varies from hospital to hospital, subsequent studies should take into account the quality of each institution.
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Affiliation(s)
- Takakiyo Nishikawa
- Department of Health Services Research, Faculty of Medicine, University of Tsukuba, Ibaraki, Japan
| | - Nobuo Sakata
- Department of Health Services Research, Faculty of Medicine, University of Tsukuba, Ibaraki, Japan
- Health Services Research and Development Center, University of Tsukuba, Ibaraki, Japan
| | - Takehiro Sugiyama
- Department of Health Services Research, Faculty of Medicine, University of Tsukuba, Ibaraki, Japan
- Health Services Research and Development Center, University of Tsukuba, Ibaraki, Japan
- Diabetes and Metabolism Information Center, Research Institute, National Center for Global Health and Medicine, Tokyo, Japan
- Institute for Global Health Policy, Bureau of International Health Cooperation, National Center for Global Health and Medicine, Tokyo, Japan
| | - Nanako Tamiya
- Department of Health Services Research, Faculty of Medicine, University of Tsukuba, Ibaraki, Japan
- Health Services Research and Development Center, University of Tsukuba, Ibaraki, Japan
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Fujii T, Mori T, Komiyama J, Kuroda N, Tamiya N. Factors associated with non-initiation of osteoporosis pharmacotherapy after hip fracture: analysis of claims data in Japan. Arch Osteoporos 2023; 18:103. [PMID: 37477723 PMCID: PMC10361872 DOI: 10.1007/s11657-023-01314-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/16/2023] [Accepted: 07/09/2023] [Indexed: 07/22/2023]
Abstract
In an analysis of claims data from a city in Japan, male patients and patients with dementia were less likely to receive osteoporosis pharmacotherapy after hip fracture. Treatment initiation rate has improved between 2014 and 2017. PURPOSE Older adults with recent hip fractures are at a high risk of recurrent fractures. However, the post-fracture care gap has been reported globally. This study examines factors associated with pharmacotherapy non-initiation within 1 year after hip surgery. METHODS Using medical and long-term care (LTC) claims, and LTC needs certification data in Tsukuba City, Japan, we identified individuals aged 65 years or older who had hip fractures with subsequent surgical procedures between October 1, 2014, and December 31, 2017. Patient (age, sex, dementia, and comorbidities) and health service-related characteristics (fiscal year, type of hospital, number of hospital beds, and admission to recovery phase rehabilitation wards) were examined. The association of these factors with non-pharmacotherapy for osteoporosis within 1 year after hip fracture using multivariable logistic models was analyzed. RESULTS We identified 275 patients with hip fractures who did not receive pharmacotherapy pre-fracture. Forty percent of them received pharmacotherapy within 1 year of post-fracture. Male sex (odds ratio (OR) = 4.49 [2.14-9.44]) and dementia (OR = 1.90 [1.03-3.52]) were associated with no pharmacotherapy, whereas later fiscal year (OR = 0.64 [0.48-0.87]) and admission to rehabilitation wards (OR = 0.25 [0.14-0.46]) were associated with pharmacotherapy initiation within 1 year of post-fracture. Comorbidities were not associated with the initiation of pharmacotherapy. CONCLUSION Pharmacotherapy for osteoporosis was less likely to be initiated after a hip fracture in male patients and patients with dementia. These patients should be considered for pharmacotherapy because they are at high risk of recurrent fractures.
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Affiliation(s)
- Tomoko Fujii
- Health Services Research and Development Center, University of Tsukuba, 1-1-1 Tenno-dai, Tsukuba, Ibaraki, 305-8575, Japan.
- Faculty of Physical Education, Kokushikan University, Tokyo, Japan.
- Department of Orthopaedic Surgery, Faculty of Medicine, The University of Tokyo, Tokyo, Japan.
| | - Takahiro Mori
- Health Services Research and Development Center, University of Tsukuba, 1-1-1 Tenno-dai, Tsukuba, Ibaraki, 305-8575, Japan
- Department of General Medicine, International University of Health and Welfare Narita Hospital, Chiba, Japan
| | - Jun Komiyama
- Department of Health Services Research, Graduate School of Comprehensive Human Sciences, University of Tsukuba, Ibaraki, Japan
- Department of Health Services Research, Institute of Medicine, University of Tsukuba, Ibaraki, Japan
| | - Naoaki Kuroda
- Health Services Research and Development Center, University of Tsukuba, 1-1-1 Tenno-dai, Tsukuba, Ibaraki, 305-8575, Japan
- Health Department, Tsukuba City, Ibaraki, Japan
- Department of Community Mental Health & Law, National Institute of Mental Health, National Center of Neurology and Psychiatry, Tokyo, Japan
| | - Nanako Tamiya
- Health Services Research and Development Center, University of Tsukuba, 1-1-1 Tenno-dai, Tsukuba, Ibaraki, 305-8575, Japan
- Department of Health Services Research, Institute of Medicine, University of Tsukuba, Ibaraki, Japan
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Maruoka H, Hamada S, Hattori Y, Arai K, Arimitsu K, Higashihara K, Saotome S, Kobayashi A, Watanabe N, Kurata N, Kishimoto K, Kojima T. Changes in chronic disease medications after admission to a Geriatric Health Services Facility: A multi-center prospective cohort study. Medicine (Baltimore) 2023; 102:e33552. [PMID: 37233437 PMCID: PMC10219748 DOI: 10.1097/md.0000000000033552] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/08/2022] [Accepted: 03/28/2023] [Indexed: 05/27/2023] Open
Abstract
Older adults often receive polypharmacy, including some medications for chronic diseases. Nutritional management after admission to a nursing home may enable to deprescribe some chronic disease medications. This study aimed to investigate the status of deprescribing of chronic disease medications among nursing home residents, and to assess the appropriateness based on changes of laboratory test values and nutritional status. A multi-center prospective cohort study was conducted in 6 Geriatric Health Services Facilities, a major type of nursing homes in Japan. Newly admitted residents aged ≥ 65 years who took ≥1 medication for hypertension, diabetes, or dyslipidemia at admission were recruited. Participants who stayed for 3 months were included in the analysis. Medications at admission and 3 months after admission and situations for deprescribing were investigated. Changes in body mass index, blood pressure, laboratory tests (e.g., cholesterol and hemoglobin A1c levels), energy intake, and International Classification of Functioning, Disability and Health staging were evaluated. Sixty-nine participants (68% female, 62% aged ≥ 85 years) were included. At admission, 60 participants had medications for hypertension, 29 for dyslipidemia, and 13 for diabetes. Those receiving lipid-modifying drugs (mainly statins) decreased from 29 to 21 (72%; P = .008), since their cholesterol levels was within the normal range or was low at admission, and they had no history of cardiovascular events. However, there were no statistically significant changes in the frequencies of antihypertensive drugs (60 to 55; 92%; P = .063) or antidiabetic drugs (13 to 12; 92%; P = 1.000). During the 3-month observation, body mass index and diastolic blood pressure decreased, while energy intake and serum albumin level increased. Nutritional management after admission to a ROKEN may facilitate appropriate deprescribing of lipid-modifying drugs, by offseting the effects of discontinuation of these drugs.
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Affiliation(s)
- Hiroshi Maruoka
- Yokohama Aobanosato Geriatric Health Services Facility, Yokohama, Japan
- Division of Social Pharmacy, Department of Healthcare and Regulatory Sciences, School of Pharmacy, Showa University, Tokyo, Japan
| | - Shota Hamada
- Research Department, Institute for Health Economics and Policy, Association for Health Economics Research and Social Insurance and Welfare, Tokyo, Japan
- Department of Home Care Medicine, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
- Department of Health Services Research, Faculty of Medicine, University of Tsukuba, Tsukuba, Japan
| | - Yukari Hattori
- Department of Geriatric Medicine, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
| | - Katsuaki Arai
- Division of Social Pharmacy, Department of Healthcare and Regulatory Sciences, School of Pharmacy, Showa University, Tokyo, Japan
- Ooarai Geriatric Health Services Facility, Ibaraki, Japan
| | - Kayoko Arimitsu
- Nursing Plaza Kouhoku Geriatric Health Services Facility, Yokohama, Japan
| | | | - Saiko Saotome
- Onahama Tokiwaen Geriatric Health Services Facility, Fukushima, Japan
| | - Asami Kobayashi
- Rehabilitation Port Yokohama Geriatric Health Services Facility, Yokohama, Japan
| | - Noriko Watanabe
- Yokohama Aobanosato Geriatric Health Services Facility, Yokohama, Japan
| | - Naomi Kurata
- Division of Social Pharmacy, Department of Healthcare and Regulatory Sciences, School of Pharmacy, Showa University, Tokyo, Japan
| | - Keiko Kishimoto
- Division of Social Pharmacy, Department of Healthcare and Regulatory Sciences, School of Pharmacy, Showa University, Tokyo, Japan
| | - Taro Kojima
- Department of Geriatric Medicine, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
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Adomi M, Maeda M, Murata F, Fukuda H. Comparative risk of fracture in community-dwelling older adults initiating suvorexant versus Z-drugs: Results from LIFE study. J Am Geriatr Soc 2023; 71:109-120. [PMID: 36184747 DOI: 10.1111/jgs.18068] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2022] [Revised: 08/17/2022] [Accepted: 09/01/2022] [Indexed: 11/07/2022]
Abstract
BACKGROUND An increased risk of fracture has been reported in older adults taking hypnotics. However, few studies have reported the comparative safety of hypnotics with different mechanisms of action. We examined the risk of fracture in older adults initiating suvorexant compared to those initiating Z-drugs. METHODS We conducted a retrospective cohort study using a claims database within a longevity improvement and fair evidence (LIFE) study in Japan (1.5 million beneficiaries). People aged ≥65 years were included in this study. Exposure was defined as the initiation of either suvorexant or Z-drugs (eszopiclone, zolpidem, or zopiclone). The evaluated outcomes were hip fracture and all-cause fracture requiring hospitalization. We used inverse probability of treatment weights to adjust for confounding and followed the incidence of the outcome for three different periods: 30, 90, and 365 days. Cox proportional hazards models were fitted to the weighted population to estimate hazard ratios (HRs). Sensitivity analyses were performed with narrowed outcome definitions and inverse probability of censoring weights. RESULTS We identified 16,148 suvorexant new users and 54,327 Z-drugs new users. During the 30-day follow-up, 21 (16.6 events per 1000 person-years) and 53 hip fractures (12.2 events per 1000 person-years) were identified among suvorexant and Z-drugs new users, respectively (HR: 1.01, 95% confidence interval [CI]: 0.58-1.76). The analysis for all-cause fracture showed an HR of 1.03 (95% CI: 0.78-1.36). Extended follow-up (90 and 365 days) showed similar results for both outcomes. Sensitivity analyses showed consistent results except for an increased risk of all-cause fracture requiring surgery (HR: 1.41, 95% CI: 0.87-2.29) during the 30-day follow-up. CONCLUSIONS This is the first study to show that suvorexant has a generally comparable risk of fracture as compared to Z-drugs. Further research is needed to investigate the potential short-term increased risk of all-cause fracture requiring surgery among suvorexant initiators.
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Affiliation(s)
- Motohiko Adomi
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, Massachusetts, USA
| | - 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
| | - Haruhisa Fukuda
- Department of Health Care Administration and Management, Kyushu University Graduate School of Medical Sciences, Fukuoka, Japan
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