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Campeau Calfat A, Turner JP, Simard M, Boiteau V, Sirois C. Association between number of medications and indicators of potentially inappropriate polypharmacy: a population-based cohort of older adults in Quebec, Canada. Ther Adv Drug Saf 2024; 15:20420986241309882. [PMID: 39737141 PMCID: PMC11683794 DOI: 10.1177/20420986241309882] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/20/2024] [Accepted: 12/06/2024] [Indexed: 01/01/2025] Open
Abstract
Background As the number of medications increases, the appropriateness of polypharmacy may become questionable due to the heightened risk of medication-related harm. Objectives (1) To investigate the relationship between the number of current medications used by older adults and three indicators of potentially inappropriate polypharmacy: (a) the mean number of potentially inappropriate medications (PIMs), (b) the average count of drug-drug interactions, and (c) the anticholinergic burden; (2) To characterize the population-based burden of potentially inappropriate polypharmacy by calculating the proportion of individuals with these indicators. Design We conducted a population-based observational study using the Quebec Integrated Chronic Disease Surveillance System. Methods We included all individuals over 65 years insured by the public drug plan on April 1st, 2022. For each individual, we calculated the number of current medications and the number of (a) PIMs (Beers 2019), (b) drug-drug interactions (Beers 2019), and (c) anticholinergic burden (Anticholinergic Cognitive Burden (ACB) scale). The association between the number of medications and these indicators was quantified using linear regression. Prevalence with 99% confidence intervals (CIs) was calculated. Results A total of 1,437,558 individuals (mean age: 75; 55% female) were included, taking an average of 4.9 medications (±4.1). For each additional medication, the mean number of PIMs, drug-drug interactions, and anticholinergic burden increased by 0.11, 0.04, and 0.17, respectively (p-trend <0.0001). Nearly half the population (45.5%; 99% CI: 45.5-45.5) had a regimen containing ⩾1 PIMs, ⩾1 drug-drug interaction, or an ACB ⩾3. Conclusion The strong association between the increasing number of medications and reduced polypharmacy quality underscores the importance of medication count beyond therapeutic indications. With widespread medication use, many older adults face quality issues.
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Affiliation(s)
- Alexandre Campeau Calfat
- Faculty of Pharmacy, Université Laval, Québec, QC, Canada
- Institut national de santé publique du Québec, Québec, QC, Canada
- VITAM – Centre de recherche en santé durable, Québec, QC, Canada
| | - Justin P. Turner
- Faculty of Pharmacy, Université Laval, Québec, QC, Canada
- Centre for Medicine Use and Safety, Faculty of Pharmacy and Pharmaceutical Science, Monash University, Melbourne, VIC, Australia
| | - Marc Simard
- Institut national de santé publique du Québec, Québec, QC, Canada
| | | | - Caroline Sirois
- Faculty of Pharmacy, Université Laval, CEVQ, 1050 Chemin Ste-Foy, Quebec, QC G1S 4L8, Canada
- Institut national de santé publique du Québec, Québec, QC, Canada
- VITAM – Centre de recherche en santé durable, Québec, QC, Canada
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Nobili A, Mannucci PM. Drug prescription appropriateness in hospitalized older patients: 15-year results and lessons from a countrywide register. Intern Emerg Med 2024; 19:1549-1556. [PMID: 38771425 DOI: 10.1007/s11739-024-03645-0] [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: 03/11/2024] [Accepted: 05/13/2024] [Indexed: 05/22/2024]
Abstract
The global increase of aging with the related increase of multiple noncommunicable diseases is inevitably accompanied by the associated issue of multimorbidity and polypharmacy. The latter is not without peculiar consequences on health, because it has been shown to be associated with drug-related adverse events, mainly due to poor prescription appropriateness and drug-drug interactions. To contribute to tackle this gigantic problem, a registry of drug dispensation in hospitalized older patient has been initiated in Italy in 2008. Through the last 15 years, data on nearly 11,000 older people have been accrued during their hospital stay in internal medicine and geriatric wards. This review article summarizes the main findings obtained, and how these data contribute to tackle the issue of appropriateness of drug prescription and the need of deprescribing in hospitalized older people affected by the most common noncommunicable diseases.
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Affiliation(s)
- Alessandro Nobili
- Department of Health Policy, Institute for Pharmacological Research Mario Negri IRCCS, Milan, Italy
| | - Pier Mannuccio Mannucci
- Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Angelo Bianchi Bonomi Hemophilia and Thrombosis Center, Via Pace 9, 20122, Milan, Italy.
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Rajj R, Schaadt N, Bezsila K, Balázs O, Jancsó MB, Auer M, Kiss DB, Fittler A, Somogyi-Végh A, Télessy IG, Botz L, Vida RG. Survey of Potential Drug Interactions, Use of Non-Medical Health Products, and Immunization Status among Patients Receiving Targeted Therapies. Pharmaceuticals (Basel) 2024; 17:942. [PMID: 39065792 PMCID: PMC11279607 DOI: 10.3390/ph17070942] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2024] [Revised: 07/03/2024] [Accepted: 07/12/2024] [Indexed: 07/28/2024] Open
Abstract
In recent years, several changes have occurred in the management of chronic immunological conditions with the emerging use of targeted therapies. This two-phase cross-sectional study was conducted through structured in-person interviews in 2018-2019 and 2022. Additional data sources included ambulatory medical records and the itemized reimbursement reporting interface of the National Health Insurance Fund. Drug interactions were analyzed using the UpToDate Lexicomp, Medscape drug interaction checker, and Drugs.com databases. The chi-square test was used, and odds ratios (ORs) were calculated. In total, 185 patients participated. In 53% of patients (n = 53), a serious drug-drug interaction (DDI) was identified (mean number: 1.07 ± 1.43, 0-7), whereas this value was 38% (n = 38) for potential drug-supplement interactions (mean number: 0.58 ± 0.85, 0-3) and 47% (n = 47) for potential targeted drug interactions (0.72 ± 0.97, 0-5) in 2018. In 2022, 78% of patients (n = 66) were identified as having a serious DDI (mean number: 2.27 ± 2.69, 0-19), 66% (n = 56) had a potential drug-supplement interaction (mean number: 2.33 ± 2.69, 0-13), and 79% (n = 67) had a potential targeted drug interactions (1.35 ± 1.04, 0-5). Older age (>60 years; OR: 2.062), female sex (OR: 3.387), and polypharmacy (OR: 5.276) were identified as the main risk factors. Screening methods and drug interaction databases do not keep pace with the emergence of new therapeutics.
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Affiliation(s)
- Réka Rajj
- Department of Pharmaceutics, Faculty of Pharmacy, University of Pécs, 7624 Pécs, Hungary (A.F.)
| | - Nóra Schaadt
- Central Clinical Pharmacy, Clinical Center, University of Pécs, 7624 Pécs, Hungary
| | - Katalin Bezsila
- Department of Pharmaceutics, Faculty of Pharmacy, University of Pécs, 7624 Pécs, Hungary (A.F.)
| | - Orsolya Balázs
- Department of Pharmaceutics, Faculty of Pharmacy, University of Pécs, 7624 Pécs, Hungary (A.F.)
| | - Marcell B. Jancsó
- Department of Pharmaceutics, Faculty of Pharmacy, University of Pécs, 7624 Pécs, Hungary (A.F.)
| | - Milán Auer
- Department of Pharmaceutics, Faculty of Pharmacy, University of Pécs, 7624 Pécs, Hungary (A.F.)
| | - Dániel B. Kiss
- Central Clinical Pharmacy, Clinical Center, University of Pécs, 7624 Pécs, Hungary
| | - András Fittler
- Department of Pharmaceutics, Faculty of Pharmacy, University of Pécs, 7624 Pécs, Hungary (A.F.)
| | - Anna Somogyi-Végh
- Central Clinical Pharmacy, Clinical Center, University of Pécs, 7624 Pécs, Hungary
| | - István G. Télessy
- Department of Pharmaceutics, Faculty of Pharmacy, University of Pécs, 7624 Pécs, Hungary (A.F.)
| | - Lajos Botz
- Department of Pharmaceutics, Faculty of Pharmacy, University of Pécs, 7624 Pécs, Hungary (A.F.)
- Central Clinical Pharmacy, Clinical Center, University of Pécs, 7624 Pécs, Hungary
| | - Róbert Gy. Vida
- Department of Pharmaceutics, Faculty of Pharmacy, University of Pécs, 7624 Pécs, Hungary (A.F.)
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Schwab C, Clementz A, Dechartres A, Fernandez C, Hindlet P. Are Lists of Potentially Inappropriate Medications Associated with Hospital Readmissions? A Systematic Review. Drugs Aging 2024; 41:209-218. [PMID: 38273186 DOI: 10.1007/s40266-024-01099-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 01/08/2024] [Indexed: 01/27/2024]
Abstract
BACKGROUND Suboptimal prescribing, including the prescription of potentially inappropriate medications (PIM), is frequent in patients aged 65 years and older. PIMs are associated with adverse drug events, which may lead to hospital admissions and readmissions for the most serious cases. Several tools, known as lists of PIMs, can detect suboptimal prescription. OBJECTIVE This systematic review aimed to identify which lists of PIMs are associated with hospital readmission of older patients. PATIENTS AND METHODS MEDLINE, the Cochrane Library, EMBASE, and clinicaltrials.gov were searched for the period from 1 January 1991 up to 12 May 2022 to identify original studies assessing the association between PIMs and hospital readmissions or emergency department (ED) revisits within 30 days of discharge in older patients. This study is reported in accordance with the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) 2020 Checklist, and the risk of bias was assessed with the Newcastle-Ottawa Quality Assessment Scale for Cohort Studies (NOS) and the revised Cochrane risk-of-bias tool for randomized trials (RoB 2). RESULTS A total of six studies presenting four different lists of PIMs were included. Readmission rates varied from 4.3 to 25.5% and the odds ratio (OR) between PIMs and hospital readmission varied from 0.92 [95% confidence interval (CI) 0.59; 1.42] to 6.48 [95% CI 3.00; 14.00]. Only two studies found a statistically significant association between a list of PIMs and hospital readmission. These two studies used different tools: the Screening Tool of Older Person's Prescriptions (STOPP) and the Screening Tool to Alert Doctors to Right Treatment (START) and a combination of Beers Criteria® and STOPP and START. CONCLUSION This systematic review shows that the association between list of PIMs and 30-day unplanned readmissions remains unclear and seems dependent on the PIM detection tool. Further studies are needed to clarify this association. PROSPERO registration number CRD42021252107.
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Affiliation(s)
- Camille Schwab
- Sorbonne Université, INSERM, Institut Pierre Louis d'Epidémiologie et de Santé Publique, AP-HP, Hôpital Saint-Antoine, 75012, Pharmacie, Paris, France.
- Université Paris Saclay, Faculté de Pharmacie, Département de Pharmacie clinique, Orsay, France.
| | - Alice Clementz
- Université Paris Saclay, Faculté de Pharmacie, Département de Pharmacie clinique, Orsay, France
- Assistance Publique-Hôpitaux de Paris, Hôpital Sainte-Périne, Pharmacie, Paris, France
| | - Agnès Dechartres
- Sorbonne Université, INSERM, Institut Pierre Louis d'Epidémiologie et de Santé Publique, AP-HP, Hôpital Pitié-Salpêtrière, Département de Santé Publique, Paris, France
| | - Christine Fernandez
- Sorbonne Université, INSERM, Institut Pierre Louis d'Epidémiologie et de Santé Publique, AP-HP, Hôpital Saint-Antoine, 75012, Pharmacie, Paris, France
- Université Paris Saclay, Faculté de Pharmacie, Département de Pharmacie clinique, Orsay, France
| | - Patrick Hindlet
- Sorbonne Université, INSERM, Institut Pierre Louis d'Epidémiologie et de Santé Publique, AP-HP, Hôpital Saint-Antoine, 75012, Pharmacie, Paris, France
- Université Paris Saclay, Faculté de Pharmacie, Département de Pharmacie clinique, Orsay, France
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Hias J, Hellemans L, Nuyts S, Vaes B, Rygaert X, Tournoy J, Van der Linden L. Predictors for unplanned hospital admissions in community dwelling adults: A dynamic cohort study. Res Social Adm Pharm 2023; 19:1432-1439. [PMID: 37573152 DOI: 10.1016/j.sapharm.2023.07.004] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2023] [Revised: 06/20/2023] [Accepted: 07/12/2023] [Indexed: 08/14/2023]
Abstract
BACKGROUND Polypharmacy and inappropriate medication use are associated with unplanned hospital admissions. Targeted interventions might reduce the hospitalization risk. Yet, it remains unclear which patient profiles derive the largest benefit from such interventions. OBJECTIVE The aim of this study was to determine independent risk factors, among which polypharmacy, for unplanned hospital admissions in a cohort of community dwelling adults. METHODS A retrospective study was performed using a large general practice registry and an insurance database in Flanders, Belgium. Community dwelling adults aged 40 years or older with data for 2013-2015 were included. The index date was the last general practitioner contact in 2014. Determinants were collected during the preceding year. Unplanned hospital admissions were determined during the year after the index date. Univariable logistic regression models were fitted on each risk factor for an unplanned hospital admission as the primary outcome. Two multivariable models were derived. RESULTS In total, 40411 patients were included and 2126 (5.26%) experienced an unplanned hospital admission. Mean age was 58.3 (±12.3) years. The two models identified the following determinants for an unplanned hospital admission: excessive polypharmacy, older age, male sex, number of comorbidities, atrial fibrillation, chronic obstructive pulmonary disease or stroke, low hemoglobin, use of hypnotics, antipsychotics, antidepressants or antiepileptics and prior hospital and general practitioner visits. Prior hospital visits was the largest determinant. CONCLUSIONS In our study we identified and confirmed the presence of known determinants for unplanned hospital admissions in community dwelling adults, most of which align with a geriatric phenotype. Our findings can inform the allocation of interventions aiming to reduce unplanned hospital admissions.
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Affiliation(s)
- Julie Hias
- Pharmacy Department, University Hospitals Leuven, Leuven, Belgium; Department of Pharmaceutical and Pharmacological Sciences, KU Leuven - University of Leuven, Leuven, Belgium.
| | - Laura Hellemans
- Pharmacy Department, University Hospitals Leuven, Leuven, Belgium; Department of Pharmaceutical and Pharmacological Sciences, KU Leuven - University of Leuven, Leuven, Belgium; Research Foundation Flanders - FWO, Brussels, Belgium
| | - Shauni Nuyts
- Department of Public Health and Primary Care KU Leuven - University of Leuven, Leuven, Belgium; Leuven Biostatistics and Statistical Bioinformatics Centre (L-BioStat), Leuven, Belgium; Academic Centre of General Practice, Leuven, Belgium
| | - Bert Vaes
- Department of Public Health and Primary Care KU Leuven - University of Leuven, Leuven, Belgium; Academic Centre of General Practice, Leuven, Belgium
| | | | - Jos Tournoy
- Department of Public Health and Primary Care KU Leuven - University of Leuven, Leuven, Belgium; Department of Geriatric Medicine, University Hospitals Leuven, Leuven, Belgium
| | - Lorenz Van der Linden
- Pharmacy Department, University Hospitals Leuven, Leuven, Belgium; Department of Pharmaceutical and Pharmacological Sciences, KU Leuven - University of Leuven, Leuven, Belgium
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Michael HU, Enechukwu O, Brouillette MJ, Tamblyn R, Fellows LK, Mayo NE. The Prognostic Utility of Anticholinergic Burden Scales: An Integrative Review and Gap Analysis. Drugs Aging 2023; 40:763-783. [PMID: 37462902 DOI: 10.1007/s40266-023-01050-4] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 06/29/2023] [Indexed: 08/25/2023]
Abstract
BACKGROUND Anticholinergic drugs are commonly prescribed, especially to older adults. Anticholinergic burden scales (ABS) have been used to evaluate the cumulative effects of multiple anticholinergics. However, studies have shown inconsistent results regarding the association between anticholinergic burden assessed with ABS and adverse clinical outcomes such as cognitive impairment, functional decline, and frailty. This review aims to identify gaps in research on the development, validation, and evaluation of ABS, and provide recommendations for future studies. METHOD A comprehensive search of five databases (MEDLINE, Embase, PsychInfo, CINAHL, CENTRAL) was conducted for relevant studies published from inception until 25 May 2023. Two reviewers screened for eligibility and assessed the quality of studies using different tools based on the study design and stage of the review framework. Research evidence was evaluated, and gaps were identified and grouped into evidence, knowledge, and methodological gaps, using evidence tables to summarize data. RESULTS Several evidence, knowledge, and methodological gaps in existing development, validation, and evaluation studies of ABS were identified. There is no universally accepted scale, and there is a need to define a clinically relevant threshold for measuring total anticholinergic burden. The current evidence has limitations, underrepresenting low- and middle-income countries, younger individuals, and populations with cognitive disabilities. The impact of anticholinergic burden on frailty is also understudied. Existing evaluation studies provide limited evidence on the benefit of reducing anticholinergic burden on clinical outcomes or the safety of anticholinergic deprescribing. There is also uncertainty regarding optimal reduction, clinically significant anticholinergic burden thresholds, and cost effectiveness. CONCLUSIONS Future research recommendations to bridge knowledge gaps include developing a risk assessment framework, refining ABS scales, establishing a standardized consensus scale, and creating a longitudinal measure of cumulative anticholinergic risk. Strategies to minimize bias, consider frailty, and promote multidisciplinary and multinational collaborations are also necessary to improve patient outcomes.
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Affiliation(s)
- Henry Ukachukwu Michael
- Division of Experimental Medicine, McGill University, Montreal, QC, Canada.
- Centre for Outcomes Research & Evaluation, Research Institute of McGill University Health Centre (RI-MUHC), 5252 de Maisonneuve, 2B:43, Montréal, QC, H4A 3S5, Canada.
| | | | - Marie-Josée Brouillette
- Department of Psychiatry, Faculty of Medicine, McGill University, Montreal, QC, Canada
- Chronic Viral Illness Service, McGill University Health Centre (MUHC), Montreal, QC, Canada
- Infectious Diseases and Immunity in Global Health Program, MUHC-RI, Montreal, QC, Canada
| | - Robyn Tamblyn
- Division of Experimental Medicine, McGill University, Montreal, QC, Canada
- Department of Epidemiology, Biostatistics and Occupational Health, McGill University, Montreal, QC, Canada
| | - Lesley K Fellows
- Department of Neurology and Neurosurgery, Montreal Neurological Institute, McGill University, Montreal, QC, Canada
| | - Nancy E Mayo
- Division of Experimental Medicine, McGill University, Montreal, QC, Canada
- Centre for Outcomes Research & Evaluation, Research Institute of McGill University Health Centre (RI-MUHC), 5252 de Maisonneuve, 2B:43, Montréal, QC, H4A 3S5, Canada
- School of Physical and Occupational Therapy, Faculty of Medicine and Health Sciences, McGill University, Montreal, QC, Canada
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Létinier L, Bezin J, Jarne A, Pariente A. Drug-Drug Interactions and the Risk of Emergency Hospitalizations: A Nationwide Population-Based Study. Drug Saf 2023; 46:449-456. [PMID: 37046156 DOI: 10.1007/s40264-023-01283-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 02/26/2023] [Indexed: 04/14/2023]
Abstract
BACKGROUND Several studies suggest a significant risk of hospitalization because of drug-drug interactions in the general population. However, to our knowledge, this risk has never been measured precisely in a large population. OBJECTIVE We aimed to estimate the risk of emergency hospitalization associated with exposure to the contraindicated concomitant use of interacting drugs in the general population. METHODS A self-controlled case-series analysis was carried out on a cohort of 150,000 subjects randomly selected from the French national health insurance database, between 01/01/2016 and 31/12/2016. Exposure to the contraindicated concomitant use of interacting drugs was defined as the overlapping period of dispensings of drugs contraindicated because of clinically meaningful drug-drug interactions. The main outcome, incidence rate ratios, comparing the incidence rate of emergency hospitalizations during each category of exposure time periods with that during the reference period, was estimated using the conditional Poisson regression model. RESULTS Over the study period, 967 subjects were exposed to at least one contraindicated concomitant use of interacting drug and 177 had been exposed and presented at least one emergency hospitalization. Compared to the unexposed follow-up time, the risk of emergency hospitalization increased during exposure to contraindicated concomitant use of interacting drug periods (incidence rate ratio: 2.41; 95% confidence interval 1.55-3.76). This could translate into 7200 (4500-8900) potentially preventable emergency hospitalizations yearly in France. CONCLUSIONS We evidenced an almost 2.5-fold increase in the risk of emergency hospitalizations during periods of exposure to contraindicated concomitant use of interacting drugs, with a potential public health impact exceeding 7000 preventable hospitalizations yearly in France. These results confirm the need to reinforce training in prescription practices and tools for prevention concerning contraindicated concomitant use of interacting drugs. These would especially concern drugs involved in an increase in long QT syndrome when associated such as citalopram, and highly prescribed drugs with a risk of overdose if co-prescribed with cytochrome P450 inhibitors, such as antigout and lipid-lowering drugs.
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Affiliation(s)
- Louis Létinier
- Bordeaux Population Health Research Center, Team Pharmacoepidemiology, Inserm UMR 1219, University of Bordeaux, Bordeaux, France.
- Service de Pharmacologie Médicale, CHU Bordeaux, Université de Bordeaux, 146, rue Léo Saignat, BP36, 33076, Bordeaux Cedex, France.
| | - Julien Bezin
- Bordeaux Population Health Research Center, Team Pharmacoepidemiology, Inserm UMR 1219, University of Bordeaux, Bordeaux, France
- Service de Pharmacologie Médicale, CHU Bordeaux, Université de Bordeaux, 146, rue Léo Saignat, BP36, 33076, Bordeaux Cedex, France
| | - Ana Jarne
- Bordeaux Population Health Research Center, Team Pharmacoepidemiology, Inserm UMR 1219, University of Bordeaux, Bordeaux, France
| | - Antoine Pariente
- Service de Pharmacologie Médicale, CHU Bordeaux, Université de Bordeaux, 146, rue Léo Saignat, BP36, 33076, Bordeaux Cedex, France
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Basger BJ, Moles RJ, Chen TF. Uptake of pharmacist recommendations by patients after discharge: Implementation study of a patient-centered medicines review service. BMC Geriatr 2023; 23:183. [PMID: 36991378 PMCID: PMC10061906 DOI: 10.1186/s12877-023-03921-2] [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: 07/17/2022] [Accepted: 03/22/2023] [Indexed: 03/31/2023] Open
Abstract
BACKGROUND Polypharmacy and potentially inappropriate medicine use is common in older people, resulting in harm increased by lack of patient-centred care. Hospital clinical pharmacy services may reduce such harm, particularly prevalent at transitions of care. An implementation program to achieve such services can be a complex long-term process. OBJECTIVES To describe an implementation program and discuss its application in the development of a patient-centred discharge medicine review service; to assess service impact on older patients and their caregivers. METHOD An implementation program was begun in 2006. To assess program effectiveness, 100 patients were recruited for follow-up after discharge from a private hospital between July 2019 and March 2020. There were no exclusion criteria other than age less than 65 years. Medicine review and education were provided for each patient/caregiver by a clinical pharmacist, including recommendations for future management, written in lay language. Patients were asked to consult their general practitioner to discuss those recommendations important to them. Patients were followed-up after discharge. RESULTS Of 368 recommendations made, 351 (95%) were actioned by patients, resulting in 284 (77% of those actioned) being implemented, and 206 regularly taken medicines (19.7 % of all regular medicines) deprescribed. CONCLUSION Implementation of a patient-centred medicine review discharge service resulted in patient-reported reduction in potentially inappropriate medicine use and hospital funding of this service. This study was registered retrospectively on 12th July 2022 with the ISRCTN registry, ISRCTN21156862, https://www.isrctn.com/ISRCTN21156862 .
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Affiliation(s)
- Benjamin Joseph Basger
- Discipline of Pharmacy Practice, Faculty of Medicine and Health, School of Pharmacy, The University of Sydney, Room N517, A15 Science Road, Camperdown, Sydney, NSW, 2006, Australia.
- Wolper Jewish Hospital, 8 Trelawney Street, Woollahra, Sydney, NSW, 2025, Australia.
| | - Rebekah Jane Moles
- Discipline of Pharmacy Practice, Faculty of Medicine and Health, School of Pharmacy, The University of Sydney, Room N517, A15 Science Road, Camperdown, Sydney, NSW, 2006, Australia
| | - Timothy Frank Chen
- Discipline of Pharmacy Practice, Faculty of Medicine and Health, School of Pharmacy, The University of Sydney, Room N517, A15 Science Road, Camperdown, Sydney, NSW, 2006, Australia
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Fluck D, Lisk R, Yeong K, Robin J, Fry CH, Han TS. Association of Polypharmacy and Anticholinergic Burden with Length of Stay in Hospital Amongst Older Adults Admitted with Hip Fractures: A Retrospective Observational Study. Calcif Tissue Int 2023; 112:584-591. [PMID: 36899089 DOI: 10.1007/s00223-023-01072-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/25/2023] [Accepted: 02/20/2023] [Indexed: 03/12/2023]
Abstract
BACKGROUND Age-associated multimorbidity and polypharmacy, predispose individuals to falls and consequent hip fractures. We examined the impact of polypharmacy (≥ 4 drugs daily), including anticholinergic agents, on hospital length of stay (LOS), mobility within 1-day of hip surgery and pressure ulcers in adults ≥ 60 years admitted with hip fractures. METHODS In this retrospective observational study, information on medications at admission was obtained to calculate the total number of drugs taken, including those imposing an anticholinergic burden (ACB). Associations between variables were examined by logistic regression; adjusted for age, sex, co-morbidities, pre-fracture functional limitations and alcohol consumption. RESULTS There were 787 women and 318 men of similar mean age (± SD): 83.1 years (± 8.6) and 82.5 years (± 9.0), respectively. Compared to patients with an ACB score = 0 and taking < 4 drugs daily, those with an ACB score ≥ 1 and taking ≥ 4 drugs daily had greater risk of prolonged LOS (≥ 2 weeks), OR 1.8 (1.2-2.7); failure to mobilise within 1-day of surgery, OR 1.9 (1.1-3.3); and pressure ulcers, OR 3.0 (95% CI 1.2-7.9). LOS was further prolonged by failure to mobilise within 1-day of surgery and/or pressure ulcers. Those with either an ACB score ≥ 1 or the use of ≥ 4 drugs daily had intermediate risks. CONCLUSIONS Anticholinergic agents and polypharmacy in patients with hip fractures are associated with longer LOS in hospital, further accentuated by failure to mobilise within 1-day after surgery and pressure ulcers. This study provides further evidence of the impact of polypharmacy, including those with an ACB, on adverse health outcomes and lends support to reduce potentially inappropriate prescribing.
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Affiliation(s)
- David Fluck
- Department of Cardiology, Ashford and St Peter's NHS Foundation Trust, Guildford Road, Chertsey, KT16 0PZ, Surrey, UK
| | - Radcliffe Lisk
- Department of Orthopaedic Trauma, Ashford and St Peter's NHS Foundation Trust, Guildford Road, Chertsey, KT16 0PZ, Surrey, UK
| | - Keefai Yeong
- Department of Orthopaedic Trauma, Ashford and St Peter's NHS Foundation Trust, Guildford Road, Chertsey, KT16 0PZ, Surrey, UK
| | - Jonathan Robin
- Department of Acute Medicine, Ashford and St Peter's NHS Foundation Trust, Guildford Road, Chertsey, KT16 0PZ, Surrey, UK
| | - Christopher Henry Fry
- School of Physiology, Pharmacology and Neuroscience, University of Bristol, Bristol, BS8 1TD, UK
| | - Thang Sieu Han
- Department of Endocrinology, Ashford and St Peter's NHS Foundation Trust, Guildford Road, Chertsey, KT16 0PZ, Surrey, UK.
- Institute of Cardiovascular Research, Royal Holloway, University of London, Egham, TW20 0EX, Surrey, UK.
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Remelli F, Ceresini MG, Trevisan C, Noale M, Volpato S. Prevalence and impact of polypharmacy in older patients with type 2 diabetes. Aging Clin Exp Res 2022; 34:1969-1983. [PMID: 35723858 PMCID: PMC9464133 DOI: 10.1007/s40520-022-02165-1] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2022] [Accepted: 05/25/2022] [Indexed: 11/12/2022]
Abstract
BACKGROUND Polypharmacy is a prevalent condition in older adults, especially those with multiple chronic diseases, and has been largely associated with adverse outcomes, including disability, hospitalizations, and death. AIMS This systematic review focused on diabetes and aimed to investigate the prevalence and impact of polypharmacy in older adults affected by such disease. METHODS Observational (either cross-sectional or longitudinal) or experimental studies investigating the frequency and impact of polypharmacy in older adults with diabetes were identified from scientific databases and grey literature until August 2021. The prevalence and the 95% Confidence Interval (95% CI) of polypharmacy in older people with diabetes were summarized by a random-effects meta-analysis. RESULTS From a total of 1465 records, 9 were selected for the qualitative synthesis, and 8 for the quantitative synthesis. Most studies defined polypharmacy using a cut-off for the minimum number of medications ranging from 4 to 6 drugs/day. The pooled prevalence of polypharmacy in older people with diabetes was 64% (95% CI 45-80%). Considering studies that used the same definition of polypharmacy (i.e. ≥ 5 drugs/day), the pooled prevalence was 50% (95% CI 37-63%). The between-studies heterogeneity was high. Across the selected studies, polypharmacy seemed to negatively influence both diabetes-specific (poor glycemic control and risk of hypoglycemia) and health-related (risk of incident falls, syncope, hospitalization, and death) outcomes. CONCLUSION This systematic review confirms the high prevalence of polypharmacy in older people with diabetes and its strong impact on several health-related outcomes, including mortality. These results strengthen the need to improve care strategies for management of these patients.
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Affiliation(s)
- Francesca Remelli
- Department of Medical Sciences, University of Ferrara, Ferrara, Italy
| | | | - Caterina Trevisan
- Department of Medical Sciences, University of Ferrara, Ferrara, Italy
- Aging Research Center, Department of Neurobiology, Care Sciences and Society, Karolinska Institutet and Stockholm University, Stockholm, Sweden
| | - Marianna Noale
- Neuroscience Institute, National Research Council, Via Giustiniani 2, 35128, Padua, Italy.
| | - Stefano Volpato
- Department of Medical Sciences, University of Ferrara, Ferrara, Italy
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11
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Lee GB, Etherton-Beer C, Hosking SM, Pasco JA, Page AT. The patterns and implications of potentially suboptimal medicine regimens among older adults: a narrative review. Ther Adv Drug Saf 2022; 13:20420986221100117. [PMID: 35814333 PMCID: PMC9260603 DOI: 10.1177/20420986221100117] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2022] [Accepted: 04/26/2022] [Indexed: 11/15/2022] Open
Abstract
In the context of an ageing population, the burden of disease and medicine use is
also expected to increase. As such, medicine safety and preventing avoidable
medicine-related harm are major public health concerns, requiring further
research. Potentially suboptimal medicine regimens is an umbrella term that
captures a range of indicators that may increase the risk of medicine-related
harm, including polypharmacy, underprescribing and high-risk prescribing, such
as prescribing potentially inappropriate medicines. This narrative review aims
to provide a background and broad overview of the patterns and implications of
potentially suboptimal medicine regimens among older adults. Original research
published between 1990 and 2021 was searched for in MEDLINE, using key search
terms including polypharmacy, inappropriate prescribing, potentially
inappropriate medication lists, medication errors, drug interactions and drug
prescriptions, along with manual checking of reference lists. The review
summarizes the prevalence, risk factors and clinical outcomes of polypharmacy,
underprescribing and potentially inappropriate medicines. A synthesis of the
evidence regarding the longitudinal patterns of polypharmacy is also provided.
With an overview of the existing literature, we highlight a number of key gaps
in the literature. Directions for future research may include a longitudinal
investigation into the risk factors and outcomes of extended polypharmacy,
research focusing on the patterns and implications of underprescribing and
studies that evaluate the applicability of tools measuring potentially
inappropriate medicines to study settings.
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Affiliation(s)
- Georgie B Lee
- Epi-Centre for Healthy Ageing, Institute for Mental and Physical Health and Clinical Translation (IMPACT), School of Medicine, Deakin University, HERB-Building Level 3, C/- University Hospital Geelong, 285 Ryrie Street, P.O. Box 281, Geelong, VIC 3220, Australia
| | | | - Sarah M Hosking
- Institute for Mental and Physical Health and Clinical Translation (IMPACT), School of Medicine, Deakin University, Geelong, VIC, Australia
| | - Julie A Pasco
- Institute for Mental and Physical Health and Clinical Translation (IMPACT), School of Medicine, Deakin University, Geelong, VIC, Australia
| | - Amy T Page
- WA Centre for Health and Ageing, The University of Western Australia, Crawley, WA, Australia
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12
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Over- and under-prescribing, and their association with functional disability in older patients at risk of further decline in Germany - a cross-sectional survey conducted as part of a randomised comparative effectiveness trial. BMC Geriatr 2022; 22:564. [PMID: 35799113 PMCID: PMC9260981 DOI: 10.1186/s12877-022-03242-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2022] [Accepted: 06/23/2022] [Indexed: 11/25/2022] Open
Abstract
Background Older patients at risk of functional decline are frequently affected by polypharmacy. This is associated with a further loss of independence. However, a relationship between functional disability and medications, such as ‘Potentially Inappropriate Medications’ (PIMs) and ‘Potential Prescribing Omissions’ (PPOs), as itemised for (de) prescribing in practice-orientated medication lists, has yet to be established. Methods As part of a randomised comparative effectiveness trial, LoChro, we conducted a cross-sectional analysis of the association between PIMs and PPOs measured using the ‘Screening Tool of Older Persons’ Prescription Criteria / Screening Tool To Alert to Right Treatment’ (STOPP/START) Version 2, with functional disability assessed using the ‘World Health Organization Disability Assessment Schedule 2.0’ (WHODAS). Individuals aged 65 and older at risk of loss of independence were recruited from the inpatient and outpatient departments of the local university hospital. Multiple linear regression analysis was used to model the potential prediction of functional disability using the numbers of PIMs and PPOs, adjusted for confounders including multimorbidity. Results Out of 461 patients, both the number of PIMs and the number of PPOs were significantly associated with an increase in WHODAS-score (Regression coefficients B 2.7 [95% confidence interval: 1.5-3.8] and 1.5 [95% confidence interval: 0.2-2.7], respectively). In WHODAS-score prediction modelling the contribution of the number of PIMs exceeded the one of multimorbidity (standardised coefficients beta: PIM 0.20; multimorbidity 0.13; PPO 0.10), whereas no significant association between the WHODAS-score and the number of medications was seen. 73.5 % (339) of the participants presented with at least one PIM, and 95.2% (439) with at least one PPO. The most common PIMs were proton pump inhibitors and analgesic medication, with frequent PPOs being pneumococcal and influenza vaccinations, as well as osteoporosis prophylaxis. Conclusions The results indicate a relationship between inappropriate prescribing, both PIMs and PPOs, and functional disability, in older patients at risk of further decline. Long-term analysis may help clarify whether these patients benefit from interventions to reduce PIMs and PPOs.
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13
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Medication Adherence in Chronic Older Patients: An Italian Observational Study Using Medication Adherence Report Scale (MARS-5I). INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:ijerph19095190. [PMID: 35564585 PMCID: PMC9100757 DOI: 10.3390/ijerph19095190] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 03/22/2022] [Revised: 04/20/2022] [Accepted: 04/22/2022] [Indexed: 02/04/2023]
Abstract
Background: the world population is aging, and the prevalence of chronic diseases is increasing. Chronic diseases affect the quality of life of patients and contribute toward increased healthcare costs if patients do not adhere to treatment. This study defines the medication adherence levels of patients with chronic diseases. Methods: an observational cross-sectional study was carried out. Patients aged 65 years and older with chronic diseases were included in this study. The medication adherence report scale was used. Results: overall, 98 patients aged 65 years and older were included. The mean age of responders was 78.65 years. Study population: 71.43% were always adherent; 9.79% often adherent; 14.89% sometimes adherent; 3.87% rarely adherent; and 1% never adherent. The internal consistency of the MARS-5I was good: Cronbach’s alfa value of 0.77. Conclusions: the MARS-5I is an effective self-report instrument to measure the medication adherence of patients. However, further studies are needed to explore factors affecting medication adherence to avoid clinical consequences for patients and high healthcare costs for healthcare facilities. Healthcare communication could be improved to ensure better transitional care.
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14
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Athuraliya N, Etherton-Beer C. Health in Men Study: is frailty a predictor of medication-related hospitalization? QJM 2022; 115:84-90. [PMID: 33313927 DOI: 10.1093/qjmed/hcaa324] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/08/2020] [Revised: 11/10/2020] [Indexed: 11/13/2022] Open
Abstract
BACKGROUND Older adults are at high risk of medication-related hospitalizations. Frailty is a phenotype commonly observed in older people due to declining physiological functions. AIM To examine the association of frailty with medication-related hospitalization among community dwelling older men. METHODS A prospective observational cohort study was conducted among community dwelling older men (mean age 75.6 years SD 5.9) from Western Australia (4324) who participated in the Health in Men Study. Participants were followed-up at 12 and 24 months to determine adverse drug event-related hospitalization, hospitalizations for other causes and mortality. RESULTS AND DISCUSSION The prevalence of frailty was 13.2%. At baseline, frailty was associated with exposure to polypharmacy, potentially inappropriate medication use and potential adverse drug-drug interactions with unadjusted odds ratios; [4.13 (3.48-4.89) P < 0.001], [2.46 (1.91-3.17) P < 0.001], [3.85 (3.03-4.90) P < 0.001], respectively. In unadjusted models, frail men were more likely to have non-accidental falls [OR 3.16 (2.51-3.99) P < 0.001], acute kidney injury [OR 3.37 (2.35-4.82) P < 0.001], ADE-related hospitalizations at 12 months [OR 6.83 (4.91-9.51)] and non-ADE-related hospitalizations [OR 2.63 (2.01-3.45)], or to be dead at 12 months [OR 2.97 (1.79-4.92)] and at 24 months [OR 3.14 (2.28-4.33)] when compared with non-frail men. After adjusting for age, living alone, cognitive decline, smoking status and comorbidity, frailty remained associated with ADE-related hospitalization [OR 3.60 (2.41-5.37)], non-ADE-related hospitalizations [OR 1.74 (1.29-2.36)] and death [OR 1.67 (1.15-2.41)]. CONCLUSION The study suggests that frailty is a predictor of medication-related harm with poorer clinical outcomes including mortality.
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Affiliation(s)
- N Athuraliya
- Department of Medicine, The Maitland Clinical School, Hunter New England Health, New South Wales, Australia
- The University of Newcastle, New South Wales, Australia
| | - C Etherton-Beer
- Western Australia Centre for Health and Ageing, The University of Western Australia 35 Stirling Highway, Perth, Western Australia, 6009, Australia
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15
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Gerharz A, Ruff C, Wirbka L, Stoll F, Haefeli WE, Groll A, Meid AD. Predicting Hospital Readmissions from Health Insurance Claims Data: A Modeling Study Targeting Potentially Inappropriate Prescribing. Methods Inf Med 2022; 61:55-60. [PMID: 35144291 DOI: 10.1055/s-0042-1742671] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
Abstract
BACKGROUND Numerous prediction models for readmissions are developed from hospital data whose predictor variables are based on specific data fields that are often not transferable to other settings. In contrast, routine data from statutory health insurances (in Germany) are highly standardized, ubiquitously available, and would thus allow for automatic identification of readmission risks. OBJECTIVES To develop and internally validate prediction models for readmissions based on potentially inappropriate prescribing (PIP) in six diseases from routine data. METHODS In a large database of German statutory health insurance claims, we detected disease-specific readmissions after index admissions for acute myocardial infarction (AMI), heart failure (HF), a composite of stroke, transient ischemic attack or atrial fibrillation (S/AF), chronic obstructive pulmonary disease (COPD), type-2 diabetes mellitus (DM), and osteoporosis (OS). PIP at the index admission was determined by the STOPP/START criteria (Screening Tool of Older Persons' Prescriptions/Screening Tool to Alert doctors to the Right Treatment) which were candidate variables in regularized prediction models for specific readmission within 90 days. The risks from disease-specific models were combined ("stacked") to predict all-cause readmission within 90 days. Validation performance was measured by the c-statistics. RESULTS While the prevalence of START criteria was higher than for STOPP criteria, more single STOPP criteria were selected into models for specific readmissions. Performance in validation samples was the highest for DM (c-statistics: 0.68 [95% confidence interval (CI): 0.66-0.70]), followed by COPD (c-statistics: 0.65 [95% CI: 0.64-0.67]), S/AF (c-statistics: 0.65 [95% CI: 0.63-0.66]), HF (c-statistics: 0.61 [95% CI: 0.60-0.62]), AMI (c-statistics: 0.58 [95% CI: 0.56-0.60]), and OS (c-statistics: 0.51 [95% CI: 0.47-0.56]). Integrating risks from disease-specific models to a combined model for all-cause readmission yielded a c-statistics of 0.63 [95% CI: 0.63-0.64]. CONCLUSION PIP successfully predicted readmissions for most diseases, opening the possibility for interventions to improve these modifiable risk factors. Machine-learning methods appear promising for future modeling of PIP predictors in complex older patients with many underlying diseases.
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Affiliation(s)
- Alexander Gerharz
- Department of Statistics, Technical University of Dortmund, Dortmund, Germany
| | - Carmen Ruff
- Department of Clinical Pharmacology and Pharmacoepidemiology, University of Heidelberg, Heidelberg, Germany
| | - Lucas Wirbka
- Department of Clinical Pharmacology and Pharmacoepidemiology, University of Heidelberg, Heidelberg, Germany
| | - Felicitas Stoll
- Department of Clinical Pharmacology and Pharmacoepidemiology, University of Heidelberg, Heidelberg, Germany
| | - Walter E Haefeli
- Department of Clinical Pharmacology and Pharmacoepidemiology, University of Heidelberg, Heidelberg, Germany
| | - Andreas Groll
- Department of Statistics, Technical University of Dortmund, Dortmund, Germany
| | - Andreas D Meid
- Department of Clinical Pharmacology and Pharmacoepidemiology, University of Heidelberg, Heidelberg, Germany
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16
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De Vincentis A, Behr AU, Bellelli G, Bravi M, Castaldo A, Galluzzo L, Iolascon G, Maggi S, Martini E, Momoli A, Onder G, Paoletta M, Pietrogrande L, Roselli M, Ruggeri M, Ruggiero C, Santacaterina F, Tritapepe L, Zurlo A, Antonelli Incalzi R. Orthogeriatric co-management for the care of older subjects with hip fracture: recommendations from an Italian intersociety consensus. Aging Clin Exp Res 2021; 33:2405-2443. [PMID: 34287785 DOI: 10.1007/s40520-021-01898-9] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2021] [Accepted: 05/28/2021] [Indexed: 12/15/2022]
Abstract
BACKGROUND Health outcomes of older subjects with hip fracture (HF) may be negatively influenced by multiple comorbidities and frailty. An integrated multidisciplinary approach (i.e. the orthogeriatric model) is, therefore, highly recommended, but its implementation in clinical practice suffers from the lack of shared management protocols and poor awareness of the problem. The present consensus document has been implemented to address these issues. AIM To develop evidence-based recommendations for the orthogeriatric co-management of older subjects with HF. METHODS A 20-member Expert Task Force of geriatricians, orthopaedics, anaesthesiologists, physiatrists, physiotherapists and general practitioners was established to develop evidence-based recommendations for the pre-, peri-, intra- and postoperative care of older in-patients (≥ 65 years) with HF. A modified Delphi approach was used to achieve consensus, and the U.S. Preventive Services Task Force system was used to rate the strength of recommendations and the quality of evidence. RESULTS A total of 120 recommendations were proposed, covering 32 clinical topics and concerning preoperative evaluation (11 topics), perioperative (8 topics) and intraoperative (3 topics) management, and postoperative care (10 topics). CONCLUSION These recommendations should ease and promote the multidisciplinary management of older subjects with HF by integrating the expertise of different specialists. By providing a convenient list of topics of interest, they might assist in identifying unmet needs and research priorities.
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17
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Manias E, Kabir MZ, Maier AB. Inappropriate medications and physical function: a systematic review. Ther Adv Drug Saf 2021; 12:20420986211030371. [PMID: 34349978 PMCID: PMC8287273 DOI: 10.1177/20420986211030371] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2020] [Accepted: 06/17/2021] [Indexed: 01/10/2023] Open
Abstract
Background and aims: Inappropriate medication prescription is highly prevalent in older adults and is associated with adverse health outcomes. The aim of this study was to examine the associations between potentially inappropriate medications (PIMS) and potential prescribing omissions with physical function in older adults situated in diverse environments. Methods: A systematic search was completed using the following databases: MEDLINE, CINAHL, PsycINFO, EMBASE and COCHRANE. Results were extracted from the included studies. Results: In total, 55 studies reported on 2,767,594 participants with a mean age of 77.1 years (63.5% women). Study designs comprised 26 retrospective cohort studies, 21 prospective cohort studies and 8 cross-sectional studies. Inappropriate medications in community and hospital settings were significantly associated with higher risk of falls (21 out of 30 studies), higher risk of fractures (7 out of 9 studies), impaired activities of daily living (ADL; 8 out of 10 studies) and impaired instrumental ADL (IADL) score (4 out of 6 studies). Five out of seven studies also showed that PIMs were associated with poorer physical performance comprising the Timed Up and Go test, walking speed, grip strength, time to functional recovery, functional independence and scale of functioning. Many medication classes were implicated as PIMs in falls, fractures and impairment in physical performance including antipsychotic, sedative, anti-anxiety, anticholinergic, antidiabetic, opioid and antihypertensive medications. For patients not receiving musculoskeletal medications, such as calcium, vitamin D and bisphosphonates, older adults were found to be at risk of a hospital admission for a fall or fracture. Conclusion: Inappropriate medication prescriptions are associated with impaired physical function across longitudinal and cross-sectional studies in older adults situated in diverse settings. It is important to support older people to reduce their use of inappropriate medications and prevent prescribing omissions. Plain language summary Inappropriate medications and physical function Background and aims: The use of inappropriate medications is very common in older adults and is associated with harmful health problems. The aim was to examine associations between potentially inappropriate medications and potential prescribing omissions with physical function in older adults situated in diverse environments. Methods: Library databases were examined for possible studies to include and a systematic search was completed. Relevant information was obtained from the included studies. Results: In total, 55 studies reported on 2,767,594 participants who were an average age of 77.1 years and about 6 out of 10 were women. A variety of different study designs were used. Inappropriate medication prescriptions in community and hospital settings were significantly associated with higher risk of falls (21 out of 30 studies), higher risk of fractures (7 out of 9 studies), problems with activities of daily living (ADL), such as eating, bathing, dressing, grooming, walking and toileting (8 out of 10 studies) and problems with instrumental ADL such as managing medications, house cleaning and shopping (4 out of 6 studies). Five out of seven studies also showed that inappropriate medications were associated with poorer physical performance involving the Timed Up and Go test, walking speed, grip strength, time to functional recovery, functional independence and scale of functioning. Many types of medication classes were shown to be associated with a risk of falls, fractures and problems with physical performance. Omitted medications were also associated with falls and fractures. Conclusion: Inappropriate medication prescriptions are associated with problems relating to physical function. It is important to support older people to reduce their use of inappropriate medications and prevent prescribing omissions.
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Affiliation(s)
- Elizabeth Manias
- School of Nursing and Midwifery, Centre for Quality and Patient Safety Research, Institute for Health Transformation, 221 Burwood Highway, Burwood, VIC 3125, Australia
| | - Md Zunayed Kabir
- Department of Medicine and Aged Care, The Royal Melbourne Hospital, The University of Melbourne, Parkville, VIC, Australia
| | - Andrea B Maier
- Department of Medicine and Aged Care, @ Age Melbourne, The Royal Melbourne Hospital, The University of Melbourne, VIC, Australia
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18
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Bengaard AK, Iversen E, Kallemose T, Juul-Larsen HG, Rasmussen LJH, Dalhoff KP, Andersen O, Eugen-Olsen J, Houlind MB. Using soluble urokinase plasminogen activator receptor to stratify patients for medication review in the emergency department. Br J Clin Pharmacol 2021; 88:1679-1690. [PMID: 34242432 DOI: 10.1111/bcp.14982] [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: 04/07/2021] [Revised: 06/25/2021] [Accepted: 06/27/2021] [Indexed: 11/30/2022] Open
Abstract
AIMS To investigate whether the association between levels of medication use (including polypharmacy and potentially inappropriate medications [PIMs]) and health outcomes such as readmission and mortality is dependent on baseline soluble urokinase plasminogen activator receptor (suPAR). METHODS This registry-based cohort study included medical patients admitted to the emergency department at Copenhagen University Hospital Hvidovre, Denmark. Patients were grouped according to their admission suPAR levels: low (0-3 ng/mL), intermediate (3-6 ng/mL), or high (>6 ng/mL). Hyper-polypharmacy was defined as ≥10 prescribed medications. PIMs were identified based on the EU(7)-PIM list, and data on admissions and mortality were obtained from national registries. Risk of 90-day readmission and mortality was assessed by Cox regression analysis adjusted for sex, age and Charlson comorbidity index. Results were reported as hazard ratios within 90 days of index discharge. RESULTS In total, 26 291 patients (median age 57.3 y; 52.7% female) were included. Risk of 90-day readmission and mortality increased significantly for patients with higher suPAR or higher number of medications. Among patients with low suPAR, patients with ≥10 prescribed medications had a hazard ratio of 2.41 (95% confidence interval = 2.09-2.78) for 90-day readmission and 8.46 (95% confidence interval = 2.53-28.28) for 90-day mortality compared to patients with 0 medications. Patients with high suPAR generally had high risk of readmission and mortality, and the impact of medication use was less pronounced in this group. Similar, but weaker, association patterns were observed between suPAR and PIMs. CONCLUSION The association between levels of medication use and health outcomes is dependent on baseline suPAR.
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Affiliation(s)
- Anne Kathrine Bengaard
- Department of Clinical Research, Copenhagen University Hospital - Amager and Hvidovre, Copenhagen, Denmark.,The Capital Region Pharmacy, Herlev, Denmark.,Department of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark
| | - Esben Iversen
- Department of Clinical Research, Copenhagen University Hospital - Amager and Hvidovre, Copenhagen, Denmark.,Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Thomas Kallemose
- Department of Clinical Research, Copenhagen University Hospital - Amager and Hvidovre, Copenhagen, Denmark
| | - Helle Gybel Juul-Larsen
- Department of Clinical Research, Copenhagen University Hospital - Amager and Hvidovre, Copenhagen, Denmark
| | - Line Jee Hartmann Rasmussen
- Department of Clinical Research, Copenhagen University Hospital - Amager and Hvidovre, Copenhagen, Denmark.,Department of Psychology and Neuroscience, Duke University, Durham, North Carolina, USA
| | - Kim Peder Dalhoff
- Department of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark.,Department of Clinical Pharmacology, Copenhagen University Hospital - Bispebjerg and Frederiksberg, Copenhagen, Denmark
| | - Ove Andersen
- Department of Clinical Research, Copenhagen University Hospital - Amager and Hvidovre, Copenhagen, Denmark.,Department of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark.,Emergency Department, Copenhagen University Hospital - Amager and Hvidovre, Copenhagen, Denmark
| | - Jesper Eugen-Olsen
- Department of Clinical Research, Copenhagen University Hospital - Amager and Hvidovre, Copenhagen, Denmark
| | - Morten Baltzer Houlind
- Department of Clinical Research, Copenhagen University Hospital - Amager and Hvidovre, Copenhagen, Denmark.,The Capital Region Pharmacy, Herlev, Denmark.,Department of Drug Design and Pharmacology, University of Copenhagen, Copenhagen, Denmark
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19
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Mekonnen AB, Redley B, de Courten B, Manias E. Potentially inappropriate prescribing and its associations with health-related and system-related outcomes in hospitalised older adults: A systematic review and meta-analysis. Br J Clin Pharmacol 2021; 87:4150-4172. [PMID: 34008195 PMCID: PMC8597090 DOI: 10.1111/bcp.14870] [Citation(s) in RCA: 78] [Impact Index Per Article: 19.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2020] [Revised: 03/17/2021] [Accepted: 04/14/2021] [Indexed: 12/21/2022] Open
Abstract
AIMS To synthesise associations of potentially inappropriate prescribing (PIP) with health-related and system-related outcomes in inpatient hospital settings. METHODS Six electronic databases were searched: Medline Complete, EMBASE, CINAHL, PyscInfo, IPA and Cochrane library. Studies published between 1 January 1991 and 31 January 2021 investigating associations between PIP and health-related and system-related outcomes of older adults in hospital settings, were included. A random effects model was employed using the generic inverse variance method to pool risk estimates. RESULTS Overall, 63 studies were included. Pooled risk estimates did not show a significant association with all-cause mortality (adjusted odds ratio [AOR] 1.10, 95% confidence interval [CI] 0.90-1.36; adjusted hazard ratio 1.02, 83% CI 0.90-1.16), and hospital readmission (AOR 1.11, 95% CI 0.76-1.63; adjusted hazard ratio 1.02, 95% CI 0.89-1.18). PIP was associated with 91%, 60% and 26% increased odds of adverse drug event-related hospital admissions (AOR 1.91, 95% CI 1.21-3.01), functional decline (AOR 1.60, 95% CI 1.28-2.01), and adverse drug reactions and adverse drug events (AOR 1.26, 95% CI 1.11-1.43), respectively. PIP was associated with falls (2/2 studies). The impact of PIP on emergency department visits, length of stay, and health-related quality of life was inconclusive. Economic cost of PIP reported in 3 studies, comprised various cost estimation methods. CONCLUSIONS PIP was significantly associated with a range of health-related and system-related outcomes. It is important to optimise older adults' prescriptions to facilitate improved outcomes of care.
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Affiliation(s)
- Alemayehu B Mekonnen
- Centre for Quality and Patient Safety Research, School of Nursing and Midwifery, Institute for Health Transformation, Deakin University, Burwood, VIC, 3125, Australia
| | - Bernice Redley
- Centre for Quality and Patient Safety Research, School of Nursing and Midwifery, Institute for Health Transformation, Deakin University, Burwood, VIC, 3125, Australia.,Centre for Quality and Patient Safety Research-Monash Health Partnership, School of Nursing and Midwifery, Institute for Health Transformation, Deakin University, Burwood, VIC, Australia
| | - Barbora de Courten
- Department of Medicine, School of Clinical Sciences, Monash University, Clayton, VIC, 3168, Australia
| | - Elizabeth Manias
- Centre for Quality and Patient Safety Research, School of Nursing and Midwifery, Institute for Health Transformation, Deakin University, Burwood, VIC, 3125, Australia
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20
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Hellemans L, Nuyts S, Hias J, van den Akker M, Van Pottelbergh G, Rygaert X, Spriet I, Vaes B, Tournoy J, Van der Linden L. Polypharmacy and excessive polypharmacy in community-dwelling middle aged and aged adults between 2011 and 2015. Int J Clin Pract 2021; 75:e13942. [PMID: 33340210 DOI: 10.1111/ijcp.13942] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/09/2020] [Accepted: 12/14/2020] [Indexed: 01/03/2023] Open
Abstract
AIMS We aimed to assess the prevalence, components and evolution of polypharmacy and to evaluate risk factors associated with polypharmacy. METHODS A retrospective dynamic cohort study was performed, using a primary healthcare database comprising Flemish community-dwelling adults aged ≥40 years between 2011 and 2015. Polypharmacy and excessive polypharmacy were defined as the use of 5-9 or minimum 10 different medications during 1 year, respectively. Temporal changes were analysed using an autoregressive error model. Risk factors for polypharmacy were evaluated using logistic regression. RESULTS In total, 68 426 patients were included in the analysis. The prevalence of polypharmacy was 29.5% and 16.1% for excessive polypharmacy in 2015. The age-standardised prevalence rate of patients using minimum five medications increased with 1.3% per year (95% confidence interval (CI): 0.1968-2.4279). The mean number of unplanned hospital admissions was 0.07 (standard deviation (SD) 0.33) for polypharmacy patients and 0.19 (SD 0.53) for excessive polypharmacy patients. Four risk factors were found to be significantly correlated with polypharmacy: age (odds ratio (OR) 1.015; 95% CI: 1.013-1.017), female gender (OR 1.161; 95% CI: 1.108-1.216), number of chronic diseases (OR 1.126; 95% CI: 1.114-1.139) and number of general practitioner contacts (OR 1.283; 95% CI: 1.274-1.292). CONCLUSION The prevalence of polypharmacy increased between 2011 and 2015. Polypharmacy and excessive polypharmacy patients appeared to differ based on our observations of characteristics, drug therapy and outcomes. Age, female gender, number of chronic diseases and number of general practitioner contacts were associated with polypharmacy.
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Affiliation(s)
- Laura Hellemans
- Pharmacy Department, University Hospitals Leuven, Leuven, Belgium
| | - Shauni Nuyts
- Academic Centre of General Practice/Department of Public Health and Primary Care, KU Leuven, Leuven, Belgium
- L-BioStat, KU Leuven, Leuven, Belgium
| | - Julie Hias
- Pharmacy Department, University Hospitals Leuven, Leuven, Belgium
| | - Marjan van den Akker
- Academic Centre of General Practice/Department of Public Health and Primary Care, KU Leuven, Leuven, Belgium
- Institute of General Practice, Johann Wolfgang Goethe University, Frankfurt, Germany
- Department of Family Medicine, School CAPHRI, Maastricht University, Maastricht, The Netherlands
| | - Gijs Van Pottelbergh
- Academic Centre of General Practice/Department of Public Health and Primary Care, KU Leuven, Leuven, Belgium
| | | | - Isabel Spriet
- Pharmacy Department, University Hospitals Leuven, Leuven, Belgium
- Department of Pharmaceutical and Pharmacological Sciences, KU Leuven, Leuven, Belgium
| | - Bert Vaes
- Academic Centre of General Practice/Department of Public Health and Primary Care, KU Leuven, Leuven, Belgium
| | - Jos Tournoy
- Department of Geriatric Medicine, University Hospitals Leuven, Leuven, Belgium
- Department of Chronic Diseases, Metabolism and Ageing, KU Leuven, Leuven, Belgium
| | - Lorenz Van der Linden
- Pharmacy Department, University Hospitals Leuven, Leuven, Belgium
- Department of Pharmaceutical and Pharmacological Sciences, KU Leuven, Leuven, Belgium
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De Vincentis A, Vespasiani-Gentilucci U, Costanzo L, Novella A, Cortesi L, Nobili A, Mannucci PM, Incalzi RA, Mannucci PM, Nobili A, Pietrangelo A, Perticone F, Licata G, Violi F, Corazza GR, Corrao S, Marengoni A, Salerno F, Cesari M, Tettamanti M, Pasina L, Franchi C, Franchi C, Cortesi L, Tettamanti M, Miglio G, Tettamanti M, Cortesi L, Ardoino I, Novella A, Prisco D, Silvestri E, Emmi G, Bettiol A, Mattioli I, Biolo G, Zanetti M, Bartelloni G, Vanoli M, Grignani G, Pulixi EA, Lupattelli G, Bianconi V, Alcidi R, Girelli D, Busti F, Marchi G, Barbagallo M, Dominguez L, Beneduce V, Cacioppo F, Corrao S, Natoli G, Mularo S, Raspanti M, Zoli M, Matacena ML, Orio G, Magnolfi E, Serafini G, Simili A, Palasciano G, Modeo ME, Gennaro CD, Cappellini MD, Fabio G, De Amicis MM, De Luca G, Scaramellini N, Cesari M, Rossi PD, Damanti S, Clerici M, Leoni S, Di Mauro AD, Di Sabatino A, Miceli E, Lenti MV, Pisati M, Dominioni CC, Pontremoli R, Beccati V, Nobili G, Leoncini G, Anastasio L, Carbone M, Cipollone F, Guagnano MT, Rossi I, Mancuso G, Calipari D, Bartone M, Delitala G, Berria M, Delitala A, Muscaritoli M, Molfino A, Petrillo E, Giorgi A, Gracin C, et alDe Vincentis A, Vespasiani-Gentilucci U, Costanzo L, Novella A, Cortesi L, Nobili A, Mannucci PM, Incalzi RA, Mannucci PM, Nobili A, Pietrangelo A, Perticone F, Licata G, Violi F, Corazza GR, Corrao S, Marengoni A, Salerno F, Cesari M, Tettamanti M, Pasina L, Franchi C, Franchi C, Cortesi L, Tettamanti M, Miglio G, Tettamanti M, Cortesi L, Ardoino I, Novella A, Prisco D, Silvestri E, Emmi G, Bettiol A, Mattioli I, Biolo G, Zanetti M, Bartelloni G, Vanoli M, Grignani G, Pulixi EA, Lupattelli G, Bianconi V, Alcidi R, Girelli D, Busti F, Marchi G, Barbagallo M, Dominguez L, Beneduce V, Cacioppo F, Corrao S, Natoli G, Mularo S, Raspanti M, Zoli M, Matacena ML, Orio G, Magnolfi E, Serafini G, Simili A, Palasciano G, Modeo ME, Gennaro CD, Cappellini MD, Fabio G, De Amicis MM, De Luca G, Scaramellini N, Cesari M, Rossi PD, Damanti S, Clerici M, Leoni S, Di Mauro AD, Di Sabatino A, Miceli E, Lenti MV, Pisati M, Dominioni CC, Pontremoli R, Beccati V, Nobili G, Leoncini G, Anastasio L, Carbone M, Cipollone F, Guagnano MT, Rossi I, Mancuso G, Calipari D, Bartone M, Delitala G, Berria M, Delitala A, Muscaritoli M, Molfino A, Petrillo E, Giorgi A, Gracin C, Zuccalà G, D'Aurizio G, Romanelli G, Marengoni A, Volpini A, Lucente D, Picardi A, Gentilucci UV, Bellelli G, Corsi M, Antonucci C, Sidoli C, Principato G, Arturi F, Succurro E, Tassone B, Giofrè F, Serra MG, Bleve MA, Brucato A, De Falco T, Fabris F, Bertozzi I, Bogoni G, Rabuini MV, Prandini T, Manfredini R, Fabbian F, Boari B, De Giorgi A, Tiseo R, Paolisso G, Rizzo MR, Catalano C, Borghi C, Strocchi E, Ianniello E, Soldati M, Schiavone S, Bragagni A, Sabbà C, Vella FS, Suppressa P, De Vincenzo GM, Comitangelo A, Amoruso E, Custodero C, Fenoglio L, Falcetta A, Fracanzani AL, Tiraboschi S, Cespiati A, Oberti G, Sigon G, Peyvandi F, Rossio R, Colombo G, Agosti P, Monzani V, Savojardo V, Ceriani G, Salerno F, Pallini G, Montecucco F, Ottonello L, Caserza L, Vischi G, Liberato NL, Tognin T, Purrello F, Di Pino A, Piro S, Rozzini R, Falanga L, Pisciotta MS, Bellucci FB, Buffelli S, Montrucchio G, Peasso P, Favale E, Poletto C, Margaria C, Sanino M, Violi F, Perri L, Guasti L, Castiglioni L, Maresca A, Squizzato A, Campiotti L, Grossi A, Diprizio RD, Bertolotti M, Mussi C, Lancellotti G, Libbra MV, Galassi M, Grassi Y, Greco A, Sciacqua A, Perticone M, Battaglia R, Maio R, Stanghellini V, Ruggeri E, del Vecchio S, Salvi A, Leonardi R, Damiani G, Capeci W, Mattioli M, Martino GP, Biondi L, Pettinari P, Ghio R, Col AD, Minisola S, Colangelo L, Cilli M, Labbadia G, Afeltra A, Pipita ME, Castellino P, Zanoli L, Gennaro A, Gaudio A, Saracco V, Fogliati M, Bussolino C, Mete F, Gino M, Vigorito C, Cittadini A, Moreo G, Prolo S, Pina G, Ballestrero A, Ferrando F, Gonella R, Cerminara D, Berra S, Dassi S, Nava MC, Graziella B, Baldassarre S, Fragapani S, Gruden G, Galanti G, Mascherini G, Petri C, Stefani L, Girino M, Piccinelli V, Nasso F, Gioffrè V, Pasquale M, Sechi L, Catena C, Colussi G, Cavarape A, Da Porto A, Passariello N, Rinaldi L, Berti F, Famularo G, Tarsitani P, Castello R, Pasino M, Ceda GP, Maggio MG, Morganti S, Artoni A, Grossi M, Del Giacco S, Firinu D, Costanzo G, Argiolas G, Montalto G, Licata A, Montalto FA, Corica F, Basile G, Catalano A, Bellone F, Principato C, Malatino L, Stancanelli B, Terranova V, Di Marca S, Di Quattro R, Malfa LL, Caruso R, Mecocci P, Ruggiero C, Boccardi V, Meschi T, Ticinesi A, Nouvenne A, Minuz P, Fondrieschi L, Imperiale GN, Pirisi M, Fra GP, Sola D, Bellan M, Porta M, Riva P, Quadri R, Larovere E, Novelli M, Scanzi G, Mengoli C, Provini S, Ricevuti L, Simeone E, Scurti R, Tolloso F, Tarquini R, Valoriani A, Dolenti S, Vannini G, Volpi R, Bocchi P, Vignali A, Harari S, Lonati C, Napoli F, Aiello I, Landolfi R, Montalto M, Mirijello A, Purrello F, Di Pino A, del Primario NEC, Ghidoni S, Salvatore T, Monaco L, Ricozzi C, Pilotto A, Indiano I, Gandolfo F. The multifaceted spectrum of liver cirrhosis in older hospitalised patients: analysis of the REPOSI registry. Age Ageing 2021; 50:498-504. [PMID: 32926127 DOI: 10.1093/ageing/afaa150] [Show More Authors] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2020] [Indexed: 01/03/2023] Open
Abstract
BACKGROUND Knowledge on the main clinical and prognostic characteristics of older multimorbid subjects with liver cirrhosis (LC) admitted to acute medical wards is scarce. OBJECTIVES To estimate the prevalence of LC among older patients admitted to acute medical wards and to assess the main clinical characteristics of LC along with its association with major clinical outcomes and to explore the possibility that well-distinguished phenotypic profiles of LC have classificatory and prognostic properties. METHODS A cohort of 6,193 older subjects hospitalised between 2010 and 2018 and included in the REPOSI registry was analysed. RESULTS LC was diagnosed in 315 patients (5%). LC was associated with rehospitalisation (age-sex adjusted hazard ratio, [aHR] 1.44; 95% CI, 1.10-1.88) and with mortality after discharge, independently of all confounders (multiple aHR, 2.1; 95% CI, 1.37-3.22), but not with in-hospital mortality and incident disability. Three main clinical phenotypes of LC patients were recognised: relatively fit subjects (FIT, N = 150), subjects characterised by poor social support (PSS, N = 89) and, finally, subjects with disability and multimorbidity (D&M, N = 76). PSS subjects had an increased incident disability (35% vs 13%, P < 0.05) compared to FIT. D&M patients had a higher mortality (in-hospital: 12% vs 3%/1%, P < 0.01; post-discharge: 41% vs 12%/15%, P < 0.01) and less rehospitalisation (10% vs 32%/34%, P < 0.01) compared to PSS and FIT. CONCLUSIONS LC has a relatively low prevalence in older hospitalised subjects but, when present, accounts for worse post-discharge outcomes. Phenotypic analysis unravelled the heterogeneity of LC older population and the association of selected phenotypes with different clinical and prognostic features.
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Affiliation(s)
| | | | - Luisa Costanzo
- Unit of Geriatrics, University Campus Bio-Medico, Rome, Italy
| | - Alessio Novella
- Laboratorio di Valutazione della Qualità delle Cure e dei Servizi per l'Anziano, Istituto di Ricerche Farmacologiche Mario Negri IRCCS, Milan, Italy
| | - Laura Cortesi
- Laboratorio di Valutazione della Qualità delle Cure e dei Servizi per l'Anziano, Istituto di Ricerche Farmacologiche Mario Negri IRCCS, Milan, Italy
| | - Alessandro Nobili
- Laboratorio di Valutazione della Qualità delle Cure e dei Servizi per l'Anziano, Istituto di Ricerche Farmacologiche Mario Negri IRCCS, Milan, Italy
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22
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Dinh TS, González-González AI, Meid AD, Snell KIE, Rudolf H, Brueckle MS, Blom JW, Thiem U, Trampisch HJ, Elders PJM, Donner-Banzhoff N, Gerlach FM, Harder S, van den Akker M, Glasziou PP, Haefeli WE, Muth C. Are Anticholinergic Symptoms a Risk Factor for Falls in Older General Practice Patients With Polypharmacy? Study Protocol for the Development and Validation of a Prognostic Model. Front Pharmacol 2021; 11:577747. [PMID: 33519441 PMCID: PMC7845421 DOI: 10.3389/fphar.2020.577747] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2020] [Accepted: 11/23/2020] [Indexed: 12/23/2022] Open
Abstract
Background: Cumulative anticholinergic exposure, also known as anticholinergic burden, is associated with a variety of adverse outcomes. However, studies show that anticholinergic effects tend to be underestimated by prescribers, and anticholinergics are the most frequently prescribed potentially inappropriate medication in older patients. The grading systems and drugs included in existing scales to quantify anticholinergic burden differ considerably and do not adequately account for patients’ susceptibility to medications. Furthermore, their ability to link anticholinergic burden with adverse outcomes such as falls is unclear. This study aims to develop a prognostic model that predicts falls in older general practice patients, to assess the performance of several anticholinergic burden scales, and to quantify the added predictive value of anticholinergic symptoms in this context. Methods: Data from two cluster-randomized controlled trials investigating medication optimization in older general practice patients in Germany will be used. One trial (RIME, n = 1,197) will be used for the model development and the other trial (PRIMUM, n = 502) will be used to externally validate the model. A priori, candidate predictors will be selected based on a literature search, predictor availability, and clinical reasoning. Candidate predictors will include socio-demographics (e.g. age, sex), morbidity (e.g. single conditions), medication (e.g. polypharmacy, anticholinergic burden as defined by scales), and well-being (e.g. quality of life, physical function). A prognostic model including sociodemographic and lifestyle-related factors, as well as variables on morbidity, medication, health status, and well-being, will be developed, whereby the prognostic value of extending the model to include additional patient-reported symptoms will be also assessed. Logistic regression will be used for the binary outcome, which will be defined as “no falls” vs. “≥1 fall” within six months of baseline, as reported in patient interviews. Discussion: As the ability of different anticholinergic burden scales to predict falls in older patients is unclear, this study may provide insights into their relative importance as well as into the overall contribution of anticholinergic symptoms and other patient characteristics. The results may support general practitioners in their clinical decision-making and in prescribing fewer medications with anticholinergic properties.
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Affiliation(s)
- Truc Sophia Dinh
- Institute of General Practice, Goethe-University Frankfurt, Frankfurt, Germany
| | - Ana Isabel González-González
- Institute of General Practice, Goethe-University Frankfurt, Frankfurt, Germany.,Red de Investigación en Servicios de Salud en Enfermedades Crónicas (REDISSEC), Madrid, Spain
| | - Andreas D Meid
- Department of Clinical Pharmacology and Pharmacoepidemiology, University Hospital Heidelberg, Heidelberg, Germany
| | - Kym I E Snell
- Centre for Prognosis Research, School of Medicine, Keele University, Staffordshire, United Kingdom
| | - Henrik Rudolf
- Department of Medical Informatics, Biometry and Epidemiology, Ruhr University Bochum, Bochum, Germany
| | | | - Jeanet W Blom
- Department of Public Health and Primary Care, Leiden University Medical Center, Leiden, Netherlands
| | - Ulrich Thiem
- Chair of Geriatrics and Gerontology, University Clinic Eppendorf, Hamburg, Germany.,Department of Geriatrics, Immanuel Albertinen Diakonie, Albertinen-Haus, Hamburg, Germany
| | - Hans-Joachim Trampisch
- Department of Medical Informatics, Biometry and Epidemiology, Ruhr University Bochum, Bochum, Germany
| | - Petra J M Elders
- Amsterdam UMC, General Practice and Elderly Care Medicine, Amsterdam Public Health Research Institute, Vrije Universiteit Amsterdam, Amsterdam, Netherlands
| | - Norbert Donner-Banzhoff
- Department of General Practice/Family Medicine, Philipps University Marburg, Marburg, Germany
| | - Ferdinand M Gerlach
- Institute of General Practice, Goethe-University Frankfurt, Frankfurt, Germany
| | - Sebastian Harder
- Institute of Clinical Pharmacology, Goethe-University Frankfurt am Main, Frankfurt am Main, Germany
| | | | - Paul P Glasziou
- Faculty of Health Sciences and Medicine, Bond University, Robina, QLD, Australia
| | - Walter E Haefeli
- Department of Clinical Pharmacology and Pharmacoepidemiology, University Hospital Heidelberg, Heidelberg, Germany
| | - Christiane Muth
- Institute of General Practice, Goethe-University Frankfurt, Frankfurt, Germany.,Department of General Practice and Family Medicine, Medical Faculty OWL, University of Bielefeld, Bielefeld, Germany
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23
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Rêgo ADS, Radovanovic CAT, Salci MA, Zulin A, Correia ET, Silva MD, Tonin PT. Factors associated with the use of potentially inappropriate medications by elderly people with hypertension. Rev Bras Enferm 2020; 73:e20200078. [PMID: 33295474 DOI: 10.1590/0034-7167-2020-0078] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2020] [Accepted: 09/20/2020] [Indexed: 11/22/2022] Open
Abstract
OBJECTIVE to analyze factors associated with the use of potentially inappropriate medications by elderly people with hypertension. METHOD a cross-sectional study, conducted in the first semester of 2016, with elderly people undergoing treatment for hypertension, living in the city of Maringá. Interviews, medical records analysis, and measurement of clinical and anthropometric parameters of the participants were carried out. Inferential analysis was used. RESULTS a total of 260 elderly people who used potentially inappropriate medications participated in the study. The high use of these medications was associated with clinical and anthropometric conditions, such as obesity (p=0.022), smoking (p=0.004), polypharmacy (p=0.034) and the health services provided, such as organizationally accessible treatment (p=0.027) and consultation time (p=0.007), predisposing to low adherence to routine consultations (p=0.003). CONCLUSION it was shown that the factors associated with the use of potentially inappropriate medications were associated with anthropometric, clinical, and organizational variables, intrinsic to the family health strategy.
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Affiliation(s)
| | | | | | - Aline Zulin
- Universidade Estadual de Maringá. Maringá, Paraná, Brazil
| | - Elaine Trevezanuto Correia
- Universidade Estadual de Maringá. Maringá, Paraná, Brazil.,Secretaria Municipal de Saúde. Paranavaí, Paraná, Brazil
| | - Marcelo da Silva
- Universidade Estadual de Maringá. Maringá, Paraná, Brazil.,Secretaria Municipal de Saúde. Maringá, Paraná, Brazil.,Universidade Cesumar. Maringá, Paraná, Brazil
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Brunetti E, Isaia G, Bo M. Comment on: "Potentially Inappropriate Medications, Drug-Drug Interactions, and Anticholinergic Burden in Elderly Hospitalized Patients: Does an Association Exist with Post-Discharge Health Outcomes?". Drugs Aging 2020; 38:89-91. [PMID: 33210272 DOI: 10.1007/s40266-020-00818-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/05/2020] [Indexed: 11/30/2022]
Affiliation(s)
- Enrico Brunetti
- Section of Geriatrics, Department of Medical Sciences, Università degli Studi di Torino, A.O.U. Città della Salute e della Scienza di Torino, Molinette, Corso Bramante 88, 10126, Turin, Italy.
| | - Gianluca Isaia
- Section of Geriatrics, Department of Medical Sciences, Università degli Studi di Torino, A.O.U. Città della Salute e della Scienza di Torino, Molinette, Corso Bramante 88, 10126, Turin, Italy
| | - Mario Bo
- Section of Geriatrics, Department of Medical Sciences, Università degli Studi di Torino, A.O.U. Città della Salute e della Scienza di Torino, Molinette, Corso Bramante 88, 10126, Turin, Italy
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25
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Authors' Reply to Brunetti et al. "Potentially Inappropriate Medications, Drug-Drug Interactions, and Anticholinergic Burden in Elderly Hospitalized Patients: Does an Association Exist with Post-Discharge Health Outcomes?". Drugs Aging 2020; 38:93-94. [PMID: 33210273 DOI: 10.1007/s40266-020-00819-1] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/05/2020] [Indexed: 10/22/2022]
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de Araújo NC, Silveira EA, Mota BG, Neves Mota JP, de Camargo Silva AEB, Alves Guimarães R, Pagotto V. Potentially inappropriate medications for the elderly: Incidence and impact on mortality in a cohort ten-year follow-up. PLoS One 2020; 15:e0240104. [PMID: 33112864 PMCID: PMC7592782 DOI: 10.1371/journal.pone.0240104] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/18/2020] [Accepted: 09/19/2020] [Indexed: 01/01/2023] Open
Abstract
INTRODUCTION Pharmacological therapy plays an important role in disease control in the elderly; unfortunately, this comes with a high prevalence in the use of medications classified as potentially inappropriate. OBJECTIVE To analyze the incidence, risk factors, and survival of elderly people using potentially inappropriate medications (PIM). METHOD A ten-year follow-up assessment of elderly participants residing in a capital of Central Brazil was conducted. The initial assessment (baseline) included 418 elderly people. Data were collected through home interviews guided by a questionnaire covering socioeconomic, demographic, living conditions, and health variables. The medication information obtained comprised active ingredient, dosage, route, and regimen for the medications. The PIMs were classified according to 2019 Beers Criteria. The analyses were performed using STATA 15.0. For survival analysis, a Cox Regression was performed with the respective Kaplan Meier curve. RESULTS The incidence of PIM was 44.1 cases (95% CI: 35.2-54.7) per 1,000 people a year. The most used PIMs were nifedipine, glibenclamide, and sodium diclofenac. The risk factors were polypharmacy (aRR: 3.00; 95% CI: 1.31-6.88) and diabetes mellitus (aRR: 1.57; 95% CI: 1.03-2.39). We identified no statistically significant association between survival and the use of PIM. CONCLUSION The study highlights the high consumption of PIM among the elderly causing polypharmacy risks. Health professionals working in drug treatment need to be alert to polypharmacy risks to ensure the rational use of medications to prevent adverse reactions and other health problems.
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Affiliation(s)
| | - Erika Aparecida Silveira
- Faculty of Medicine, Postgraduate Program in Health Sciences, Federal University of Goiás, Goiânia, Goiás, Brazil
| | - Brenda Godoi Mota
- Faculty of Nursing, Federal University of Goiás, Goiânia, Goiás, Brazil
| | | | | | - Rafael Alves Guimarães
- Faculty of Nursing, Postgraduate Program in Nursing, Federal University of Goiás, Goiânia, Goiás, Brazil
| | - Valéria Pagotto
- Faculty of Nursing, Postgraduate Program in Nursing, Federal University of Goiás, Goiânia, Goiás, Brazil
- * E-mail:
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AL‐Musawe L, Torre C, Guerreiro JP, Rodrigues AT, Raposo JF, Mota‐Filipe H, Martins AP. Polypharmacy, potentially serious clinically relevant drug-drug interactions, and inappropriate medicines in elderly people with type 2 diabetes and their impact on quality of life. Pharmacol Res Perspect 2020; 8:e00621. [PMID: 32618136 PMCID: PMC7332581 DOI: 10.1002/prp2.621] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2020] [Revised: 05/28/2020] [Accepted: 06/09/2020] [Indexed: 01/13/2023] Open
Abstract
The aim of the study is to investigate the patterns of polypharmacy, clinical-relevant drug-drug interactions (DDIs), and potentially inappropriate medicines (PIMs), and whether polypharmacy, potential serious clinically-relevant DDIs, or PIMs can be associated with low quality of life (QoL) index scores of older adults with type 2 diabetes (T2D). A cross-sectional study was conducted using data of 670 elderly T2D sub-cohort from a nationwide pharmacy-based intensive monitoring study of inception cohort of T2D in Portugal. 72.09% were found on polypharmacy (≥5 medicines). Participants on polypharmacy were mostly females (P = .0115); more obese (P = .0131); have more comorbid conditions (P < .0001); more diabetes complications (P < .0001); and use more of glucose lowering drugs (P = .0326); insulin (P < .0001); chronic medicines (P < .0001); and have higher diabetes duration (P = .0088) than those without polypharmacy. 10.59% of the participants were found to have potential serious clinically relevant DDIs. The most frequent drug-combinations were angiotensin-converting enzyme (ACE) inhibitors with angiotensin-receptor blockers (ARBs), aspirin with Selective serotonin reuptake inhibitors (SSRIs), and clopidogrel with calcium channel blockers. PIMs are found in 36.11% of the participants. The most common PIMs were benzodiazepines, long-acting sulfonylureas, and iron overdose. The adjusted multivariate models show that Polypharmacy, PIMs, and potential serious clinically relevant DDIs were associated with lower QoL index scores (OR 1.80 95% CI 1.15-2.82), (OR 1.57 95% CI 1.07-2.28), and (OR 1.34 95% CI 0.73-2.48) respectively. The study shows that polypharmacy, potential serious clinical-relevant DDIs, and PIMs may correlate with risk of reduced health related QoL outcome of older adults with T2D.
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Affiliation(s)
| | - Carla Torre
- Faculty of PharmacyUniversity of LisbonLisbonPortugal
| | | | | | - Joao Filipe Raposo
- Nova Medical SchoolNova University of LisbonLisbonPortugal
- Portuguese Diabetes Association (APDP)LisbonPortugal
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