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Falconer N, Scott IA, Abdel-Hafez A, Cottrell N, Long D, Morris C, Snoswell C, Aziz E, Jie Lam JY, Barras M. The adverse inpatient medication event and frailty (AIME-frail) risk prediction model. Res Social Adm Pharm 2024:S1551-7411(24)00172-4. [PMID: 38772838 DOI: 10.1016/j.sapharm.2024.05.003] [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: 07/17/2023] [Revised: 03/04/2024] [Accepted: 05/07/2024] [Indexed: 05/23/2024]
Abstract
BACKGROUND Medication harm affects between 5 and 15% of hospitalised patients, with approximately half of the harm events considered preventable through timely intervention. The Adverse Inpatient Medication Event (AIME) risk prediction model was previously developed to guide a systematic approach to patient prioritisation for targeted clinician review, but frailty was not tested as a candidate predictor variable. AIM To evaluate the predictive performance of an updated AIME model, incorporating a measure of frailty, when applied to a new multisite cohort of hospitalised adult inpatients. METHODS A retrospective cohort study was conducted at two tertiary Australian hospitals on patients discharged between 1st January and April 31, 2020. Data were extracted from electronic medical records (EMRs) and clinical coding databases. Medication harm was identified using ICD-10 Y-codes and confirmed by senior pharmacist review of medical records. The Hospital Frailty Risk Score (HFRS) was calculated for each patient. Logistic regression analysis was used to construct a modified AIME model. Candidate variables of the original AIME model, together with new variables including HFRS were tested. Performance of the final model was reported using area under the curve (AUC) and decision curve analysis (DCA). RESULTS A total of 4089 patient admissions were included, with a mean age ± standard deviation (SD) of 64 years (±19 years), 2050 patients (50%) were males, and mean HFRS was 6.2 (±5.9). 184 patients (4.5%) experienced one or more medication harm events during hospitalisation. The new AIME-Frail risk model incorporated 5 of the original variables: length of stay (LOS), anti-psychotics, antiarrhythmics, immunosuppressants, and INR greater than 3, as well as 5 new variables: HFRS, anticoagulants, antibiotics, insulin, and opioid use. The AUC was 0.79 (95% CI: 0.76-0.83) which was superior to the original model (AUC = 0.70, 95% CI: 0.65-0.74) with a sensitivity of 69%, specificity of 81%, positive predictive value of 0.14 (95% CI: 0.10-0.17) and negative predictive value of 0.98 (95% CI: 0.97-0.99). The DCA identified the model as having potential clinical utility between the probability thresholds of 0.05-0.4. CONCLUSION The inclusion of a frailty measure improved the predictive performance of the AIME model. Screening inpatients using the AIME-Frail tool could identify more patients at high-risk of medication harm who warrant timely clinician review.
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Affiliation(s)
- Nazanin Falconer
- Department of Pharmacy, Princess Alexandra Hospital, Metro South Health, 199 Ipswich Road, Brisbane, QLD, 4102, Australia; School of Pharmacy, Faculty of Health and Behavioural Sciences, The University of Queensland, Brisbane, QLD, 4102, Australia; UQ Centre for Health Services Research, Faculty of Medicine, The University of Queensland, Brisbane, QLD, 4102, Australia.
| | - Ian A Scott
- Department of Internal Medicine, Princess Alexandra Hospital, Woolloongabba, QLD, 4102, Australia
| | - Ahmad Abdel-Hafez
- Clinical Informatics, Metro South Health, 199 Ipswich Road, Woolloongabba, QLD, 4102, Australia; University of Doha for Science and Technology, Doha, Qatar
| | - Neil Cottrell
- School of Pharmacy, Faculty of Health and Behavioural Sciences, The University of Queensland, Brisbane, QLD, 4102, Australia
| | - Duncan Long
- Department of Pharmacy, Princess Alexandra Hospital, Metro South Health, 199 Ipswich Road, Brisbane, QLD, 4102, Australia
| | - Christopher Morris
- Department of Internal Medicine, Princess Alexandra Hospital, Woolloongabba, QLD, 4102, Australia
| | - Centaine Snoswell
- School of Pharmacy, Faculty of Health and Behavioural Sciences, The University of Queensland, Brisbane, QLD, 4102, Australia; UQ Centre for Health Services Research, Faculty of Medicine, The University of Queensland, Brisbane, QLD, 4102, Australia
| | - Ebtyhal Aziz
- School of Pharmacy, Faculty of Health and Behavioural Sciences, The University of Queensland, Brisbane, QLD, 4102, Australia; Logan Hospital, Armstrong Rd and Loganlea Rd, Meadowbrook, Queensland QLD, 4131, Australia
| | - Jonathan Yong Jie Lam
- Department of Pharmacy, Princess Alexandra Hospital, Metro South Health, 199 Ipswich Road, Brisbane, QLD, 4102, Australia; School of Pharmacy, Faculty of Health and Behavioural Sciences, The University of Queensland, Brisbane, QLD, 4102, Australia
| | - Michael Barras
- Department of Pharmacy, Princess Alexandra Hospital, Metro South Health, 199 Ipswich Road, Brisbane, QLD, 4102, Australia; School of Pharmacy, Faculty of Health and Behavioural Sciences, The University of Queensland, Brisbane, QLD, 4102, Australia
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Chen LJ, Sha S, Brenner H, Schöttker B. Longitudinal associations of polypharmacy and frailty with major cardiovascular events and mortality among more than half a million middle-aged participants of the UK Biobank. Maturitas 2024; 185:107998. [PMID: 38678818 DOI: 10.1016/j.maturitas.2024.107998] [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: 09/25/2023] [Revised: 03/04/2024] [Accepted: 04/11/2024] [Indexed: 05/01/2024]
Abstract
BACKGROUND Studies of the associations of polypharmacy and frailty with adverse health outcomes in middle-aged adults are limited. Furthermore, a potentially stronger association of polypharmacy with adverse health outcomes in frail than in non-frail adults is of interest. OBJECTIVE To evaluate associations of frailty (assessed using a frailty index) and polypharmacy (defined as taking five or more drugs) with major cardiovascular events, cancer incidence, all-cause, cardiovascular disease-specific, and cancer-specific mortality. METHODS Cox proportional hazards regression models were used to analyze 501,548 participants of the UK Biobank cohort study aged 40-69 years who were followed up for an average of 12 years. RESULTS The prevalence of pre-frailty and frailty were 43.2 % and 2.3 %, respectively, and that of polypharmacy was 18.3 %. Although strongly associated with each other, frailty and polypharmacy were independently, statistically significantly associated with major cardiovascular events, cardiovascular disease-specific, and all-cause mortality. In addition, the hazard ratios of polypharmacy were stronger among (pre-)frail than non-frail study participants. No profound associations with cancer incidence and cancer mortality were observed. No sex and age differences were observed. CONCLUSIONS This large cohort study showed that polypharmacy and frailty are independent risk factors for major cardiovascular events, cardiovascular disease-specific and all-cause mortality in both middle-aged (40-64 years) and older people (≥ 65 years). In addition, the hazard ratios of polypharmacy were stronger among (pre-)frail than non-frail study participants. This underlines the need to avoid polypharmacy as far as possible not only in older but also in middle-aged subjects (40-64 years), especially if they are pre-frail or frail.
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Affiliation(s)
- Li-Ju Chen
- Division of Clinical Epidemiology and Aging Research, German Cancer Research Center (DKFZ), Im Neuenheimer Feld 581, 69120 Heidelberg, Germany
| | - Sha Sha
- Division of Clinical Epidemiology and Aging Research, German Cancer Research Center (DKFZ), Im Neuenheimer Feld 581, 69120 Heidelberg, Germany
| | - Hermann Brenner
- Division of Clinical Epidemiology and Aging Research, German Cancer Research Center (DKFZ), Im Neuenheimer Feld 581, 69120 Heidelberg, Germany; Network Aging Research, Heidelberg University, Bergheimer Straße 20, 69115 Heidelberg, Germany; Division of Preventive Oncology, German Cancer Research Center (DKFZ) and National Center for Tumor Diseases (NCT), Im Neuenheimer Feld 581, 69120 Heidelberg, Germany; German Cancer Consortium (DKTK), German Cancer Research Center (DKFZ), Im Neuenheimer Feld 280, 69120 Heidelberg, Germany
| | - Ben Schöttker
- Division of Clinical Epidemiology and Aging Research, German Cancer Research Center (DKFZ), Im Neuenheimer Feld 581, 69120 Heidelberg, Germany; Network Aging Research, Heidelberg University, Bergheimer Straße 20, 69115 Heidelberg, Germany.
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Schneider T, Farrell B, Karunananthan S, Afkham A, Keely E, Liddy C, McCarthy LM. Classification system for primary care provider eConsults about medications for older adults with frailty. BMC PRIMARY CARE 2024; 25:104. [PMID: 38565981 PMCID: PMC10985926 DOI: 10.1186/s12875-024-02340-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/12/2024] [Accepted: 03/12/2024] [Indexed: 04/04/2024]
Abstract
BACKGROUND Providing primary care for people with frailty can be challenging due to an increased risk of adverse outcomes and use of potentially inappropriate medications which may exacerbate characteristics of frailty. eConsult is a service where primary care providers can receive timely specialist advice for their patients through a secure web-based application. We aimed to develop a classification system to characterize medication-focused eConsult questions for older adults with frailty and assess its usability. METHODS A classification system was developed and refined over three cycles of improvement through a cross-sectional study of 35 cases categorized as medication-focused from cases submitted in 2019 for patients aged 65 or older with frailty through the Champlain BASE eConsult service (Ontario, Canada). The final classification system was then applied to each case. RESULTS The classification system contains 5 sections: (1) case descriptives; (2) intent and type of question; (3) medication recommendations and additional information in the response; (4) medication classification; and (5) potentially inappropriate medications. Among the 35 medication-focused cases, the most common specialties consulted were endocrinology (9 cases, 26%) and cardiology (5 cases, 14%). Medication histories were available for 29 cases (83%). Many patients were prescribed potentially inappropriate medications based on explicit tools (AGS Beers Criteria®, STOPPFall, Anticholinergic Cognitive Burden Scale, ThinkCascades) yet few consults inquired about these medications. CONCLUSION A classification system to describe medication-related eConsult cases for patients experiencing frailty was developed and applied to 35 eConsult cases. It can be applied to more cases to identify professional development opportunities and enhancements for eConsult services.
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Affiliation(s)
- T Schneider
- Leslie Dan Faculty of Pharmacy, University of Toronto, Toronto, Canada
- Department of Health Research Methods, Evidence, and Impact, McMaster University, Hamilton, Canada
| | - B Farrell
- Bruyère Research Institute, Ottawa, Canada
- Department of Family Medicine, University of Ottawa, Ottawa, Canada
- School of Pharmacy, University of Waterloo, Waterloo, Canada
| | - S Karunananthan
- Bruyère Research Institute, Ottawa, Canada
- Interdisciplinary School of Health Sciences, University of Ottawa, Ottawa, Canada
| | - A Afkham
- Ontario Health East, Ottawa, Canada
| | - E Keely
- Department of Medicine, University of Ottawa, Ottawa, Canada
- Division of Endocrinology and Metabolism, The Ottawa Hospital, Ottawa, Canada
- Ontario eConsult Centre of Excellence, The Ottawa Hospital, Ottawa, Canada
| | - C Liddy
- Department of Family Medicine, University of Ottawa, Ottawa, Canada
- Ontario eConsult Centre of Excellence, The Ottawa Hospital, Ottawa, Canada
- C.T. Lamont Primary Health Care Research Centre, Bruyère Research Institute, Ottawa, Canada
| | - L M McCarthy
- Leslie Dan Faculty of Pharmacy, University of Toronto, Toronto, Canada.
- Bruyère Research Institute, Ottawa, Canada.
- School of Pharmacy, University of Waterloo, Waterloo, Canada.
- Temerty Faculty of Medicine, University of Toronto, Toronto, Canada.
- Institute for Better Health, Trillium Health Partners, Mississauga, Canada.
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Vart P, Butt JH, Jongs N, Schechter M, Chertow GM, Wheeler DC, Pecoits-Filho R, Langkilde AM, Correa-Rotter R, Rossing P, McMurray JJV, Heerspink HJL. Efficacy and Safety of Dapagliflozin in Patients With Chronic Kidney Disease Across the Spectrum of Frailty. J Gerontol A Biol Sci Med Sci 2024; 79:glad181. [PMID: 37527836 PMCID: PMC10809037 DOI: 10.1093/gerona/glad181] [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: 05/05/2023] [Indexed: 08/03/2023] Open
Abstract
BACKGROUND A sizeable proportion of patients with chronic kidney disease (CKD) are reported to be frail. Here we examined the safety and efficacy of dapagliflozin in patients with CKD by frailty level. METHODS Adults with CKD, with/without type 2 diabetes, with an estimated glomerular filtration rate (eGFR) of 25-75 mL/min/1.73 m2, and urinary albumin-to-creatinine ratio 200-5 000 mg/g were randomized to dapagliflozin (10 mg/day) or placebo. The primary endpoint was a composite of sustained ≥50% eGFR decline, end-stage kidney disease (ESKD), or death from kidney or cardiovascular (CV) causes. RESULTS Frailty index (FI), assessed by Rockwood cumulative deficit approach, was calculable in 4 303/4 304 (99.9%) patients: 1 162 (27.0%) in not-to-mildly frail (FI ≤0.210), 1 642 (38.2%) in moderately frail (FI 0.211-0.310), and 1 499 (34.8%) in severely frail categories (FI >0.311). Dapagliflozin reduced the risk of the primary composite endpoint across all FI categories (hazard ratios [95% confidence interval {CI}]: 0.50 [0.33-0.76], 0.62 [0.45-0.85], and 0.64 [0.49--0.83], respectively; p-interaction = 0.67). Results were similar for secondary outcomes including kidney composite outcome (sustained ≥50% eGFR decline, ESKD or death from kidney cause; p-interaction = 0.44), CV endpoint (heart failure hospitalization or CV death; p-interaction = 0.63), and all-cause mortality (p-interaction p = .42). Results were consistent when using FI as a continuous variable. Occurrence of serious adverse events was numerically lower in patients receiving dapagliflozin versus placebo in all FI categories (16.9% vs 20.1%, 26.3% vs 30.7%, and 42.9% vs 47.8%, in not-to-mildly, moderately, and severely frail categories, respectively). CONCLUSIONS The relative benefit of dapagliflozin for all outcomes was consistent across all frailty categories, with no difference in associated safety.
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Affiliation(s)
- Priya Vart
- Department of Clinical Pharmacy and Pharmacology, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
- Department of Internal Medicine, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
| | - Jawad H Butt
- Institute of Cardiovascular and Medical Sciences, University of Glasgow, Glasgow, UK
- Department of Cardiology, Copenhagen University Hospital Rigshospitalet, Copenhagen, Denmark
| | - Niels Jongs
- Department of Clinical Pharmacy and Pharmacology, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
| | - Meir Schechter
- Department of Clinical Pharmacy and Pharmacology, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
- Faculty of Medicine, Hebrew University of Jerusalem, Jerusalem, Israel
| | - Glenn M Chertow
- Department of Medicine, Stanford University School of Medicine, Stanford, California, USA
- Department of Epidemiology and Population Health, Stanford University School of Medicine, Stanford, California, USA
| | - David C Wheeler
- Department of Renal Medicine, University College London, London, UK
| | - Roberto Pecoits-Filho
- Arbor Research Collaborative for Health, Ann Arbor, Michigan, USA
- School of Medicine, Pontificia Universidade Catolica do Parana, Curitiba, Brazil
| | | | - Ricardo Correa-Rotter
- The National Medical Science and Nutrition Institute Salvador Zubiran, Mexico City, Mexico
| | - Peter Rossing
- Steno Diabetes Center Copenhagen, Gentofte, Denmark
- Department of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark
| | - John J V McMurray
- Institute of Cardiovascular and Medical Sciences, University of Glasgow, Glasgow, UK
| | - Hiddo J L Heerspink
- Department of Clinical Pharmacy and Pharmacology, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
- The George Institute for Global Health, Sydney, New South Wales, Australia
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Ndai A, Al Bahou J, Morris E, Wang HM, Marcum Z, Hung A, Brandt N, Steinman MA, Vouri SM. Mapping potentially inappropriate medications in older adults using the Anatomical Therapeutic Chemical (ATC) classification system. J Am Geriatr Soc 2024; 72:126-138. [PMID: 38124261 DOI: 10.1111/jgs.18681] [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: 04/24/2023] [Revised: 08/09/2023] [Accepted: 08/28/2023] [Indexed: 12/23/2023]
Abstract
BACKGROUND Potentially inappropriate medications (PIMs) in older adults are medications in which risks often outweigh benefits and are suggested to be avoided. Worldwide, many distinct guidelines and tools classify PIMs in older adults. Collating these guidelines and tools, mapping them to a medication classification system, and creating a crosswalk will enhance the utility of PIM guidance for research and clinical practice. METHODS We used the Anatomical Therapeutic Chemical (ATC) Classification System, a hierarchical classification system, to map PIMs from eight distinct guidelines and tools (2019 Beers Criteria, Screening Tool for Older Person's Appropriate Prescriptions [STOPP], STOPP-Japan, German PRISCUS, European Union-7 Potentially Inappropriate Medication [PIM] list, Centers for Medicare & Medicaid Services [CMS] High-Risk Medication, Anticholinergic Burden Scale, and Drug Burden Index). Each PIM was mapped to ATC Level 5 (drug) and to ATC Level 4 (drug class). We then used the crosswalk (1) to compare PIMs and PIM drug classes across guidelines and tools to determine the number of PIMs that were index (drug-induced adverse event) or marker (treatment of drug-induced adverse event) drug of prescribing cascades, and (2) estimate the prevalence of PIM use in older adults continuously enrolled with fee-for-service Medicare in 2018 as use cases. Data visualization and descriptive statistics were used to assess guidelines and tools for both use cases. RESULTS Out of 480 unique PIMs identified, only three medications-amitriptyline, clomipramine, and imipramine and two drug classes-N06AA (tricyclic antidepressants) and N06AB (selective serotonin reuptake inhibitors), were noted in all eight guidelines and tools. Using the crosswalk, 50% of classes of index drugs and 47% of classes of marker drugs of known prescribing cascades were PIMs. Additionally, 88% of Medicare beneficiaries were dispensed ≥1 PIM across the eight guidelines and tools. CONCLUSION We created a crosswalk of eight PIM guidelines and tools to the ATC classification system and created two use cases. Our findings could be used to expand the ease of PIM identification and harmonization for research and clinical practice purposes.
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Affiliation(s)
- Asinamai Ndai
- Department of Pharmaceutical Outcomes & Policy, University of Florida College of Pharmacy, Gainesville, Florida, USA
| | - Julie Al Bahou
- Department of Pharmaceutical Outcomes & Policy, University of Florida College of Pharmacy, Gainesville, Florida, USA
| | - Earl Morris
- Department of Pharmaceutical Outcomes & Policy, University of Florida College of Pharmacy, Gainesville, Florida, USA
| | - Hsin-Min Wang
- Department of Pharmaceutical Outcomes & Policy, University of Florida College of Pharmacy, Gainesville, Florida, USA
| | - Zach Marcum
- Department of Pharmacy, University of Washington, Seattle, WA, USA
| | - Anna Hung
- Department of Population Health Sciences, Duke University, Durham, North Carolina, USA
- Duke-Margolis Center for Health Policy, Duke University, Durham, North Carolina, USA
- Center of Innovation to Accelerate Discovery and Practice Transformation (ADAPT), Durham Veterans Affairs Health Care System, Durham, North Carolina, USA
| | - Nicole Brandt
- The Peter Lamy Center on Drug Therapy and Aging, University of Maryland, Baltimore, Maryland, USA
| | - Michael A Steinman
- Division of Geriatrics, Department of Medicine, University of California San Francisco and the San Francisco VA Medical Center, San Francisco, California, USA
| | - Scott Martin Vouri
- Department of Pharmaceutical Outcomes & Policy, University of Florida College of Pharmacy, Gainesville, Florida, USA
- Center for Drug Evaluation and Safety, University of Florida, Gainesville, Florida, USA
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Wang A, Wan J, Zhu L, Chang W, Wen L, Tao X, Jin Y. Frailty and medication adherence among older adult patients with hypertension: a moderated mediation model. Front Public Health 2023; 11:1283416. [PMID: 38115848 PMCID: PMC10728772 DOI: 10.3389/fpubh.2023.1283416] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2023] [Accepted: 11/20/2023] [Indexed: 12/21/2023] Open
Abstract
Objective Medication adherence has a critical impact on the well-being of older adult patients with hypertension. As such, the current study aimed to investigate the mediating role of health literacy between frailty and medication adherence and the moderating role of educational level. Methods This cross-sectional study included patients admitted to the geriatric unit of a hospital. Participants were interviewed using the four-item Morisky Medication Adherence Scale, the Frailty Phenotype Scale, and the Health Literacy Management Scale. Spearman's correlation coefficients were used to assess the association between variables. Mediation and moderated mediation analyses were performed using Process version 4.1 via Model 4 and 14, respectively. Results Data from 388 participants were analyzed. The median (IQR [P25-P75]) score for medication adherence was 4.00 (2.00-4.00). Results revealed that after controlling for age, sex, hypertension complication(s) and body mass index, frailty significantly contributed to medication adherence (βtotal -0.236 [95% confidence interval (CI) -0.333 to -0.140]). Medication adherence was influenced by frailty (βdirect -0.192 [95% CI -0.284 to -0.099]) both directly and indirectly through health literacy (βindirect -0.044 [95% CI -0.077 to -0.014]). Educational level moderated the pathway mediated by health literacy; more specifically, the conditional indirect effect between frailty and medication adherence was significant among older adult hypertensive patients with low, intermediate, and high educational levels (effect -0.052 [95% CI -0.092 to -0.106]; effect -0.041 [95% CI -0.071 to -0.012]; effect -0.026 [95% CI -0.051 to -0.006]). The relationship between frailty and medication adherence in older adult patients with hypertension was found to have mediating and moderating effects. Conclusion A moderated mediation model was proposed to investigate the effect of frailty on medication adherence. It was effective in strengthening medication adherence by improving health literacy and reducing frailty. More attention needs to be devoted to older adult patients with hypertension and low educational levels.
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Affiliation(s)
- Anshi Wang
- School of Public Health, Wannan Medical College, Wuhu, China
- Institutes of Brain Science, Wannan Medical College, Wuhu, China
| | - Jingjing Wan
- Department of Nursing, Anhui College of Traditional Chinese Medicine, Wuhu, China
| | - Lijun Zhu
- School of Public Health, Wannan Medical College, Wuhu, China
| | - Weiwei Chang
- School of Public Health, Wannan Medical College, Wuhu, China
| | - Liying Wen
- School of Public Health, Wannan Medical College, Wuhu, China
| | - Xiubin Tao
- Nursing Department, Yijishan Hospital of Wannan Medical College, Wuhu, China
| | - Yuelong Jin
- School of Public Health, Wannan Medical College, Wuhu, China
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Xu Y, Zheng X, Li Y, Ye X, Cheng H, Wang H, Lyu J. Exploring patient medication adherence and data mining methods in clinical big data: A contemporary review. J Evid Based Med 2023; 16:342-375. [PMID: 37718729 DOI: 10.1111/jebm.12548] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/04/2023] [Accepted: 08/30/2023] [Indexed: 09/19/2023]
Abstract
BACKGROUND Increasingly, patient medication adherence data are being consolidated from claims databases and electronic health records (EHRs). Such databases offer an indirect avenue to gauge medication adherence in our data-rich healthcare milieu. The surge in data accessibility, coupled with the pressing need for its conversion to actionable insights, has spotlighted data mining, with machine learning (ML) emerging as a pivotal technique. Nonadherence poses heightened health risks and escalates medical costs. This paper elucidates the synergistic interaction between medical database mining for medication adherence and the role of ML in fostering knowledge discovery. METHODS We conducted a comprehensive review of EHR applications in the realm of medication adherence, leveraging ML techniques. We expounded on the evolution and structure of medical databases pertinent to medication adherence and harnessed both supervised and unsupervised ML paradigms to delve into adherence and its ramifications. RESULTS Our study underscores the applications of medical databases and ML, encompassing both supervised and unsupervised learning, for medication adherence in clinical big data. Databases like SEER and NHANES, often underutilized due to their intricacies, have gained prominence. Employing ML to excavate patient medication logs from these databases facilitates adherence analysis. Such findings are pivotal for clinical decision-making, risk stratification, and scholarly pursuits, aiming to elevate healthcare quality. CONCLUSION Advanced data mining in the era of big data has revolutionized medication adherence research, thereby enhancing patient care. Emphasizing bespoke interventions and research could herald transformative shifts in therapeutic modalities.
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Affiliation(s)
- Yixian Xu
- Department of Anesthesiology, The First Affiliated Hospital of Jinan University, Guangzhou, China
| | - Xinkai Zheng
- Department of Dermatology, The First Affiliated Hospital of Jinan University, Guangzhou, China
| | - Yuanjie Li
- Planning & Discipline Construction Office, The First Affiliated Hospital of Jinan University, Guangzhou, China
| | - Xinmiao Ye
- Department of Anesthesiology, The First Affiliated Hospital of Jinan University, Guangzhou, China
| | - Hongtao Cheng
- School of Nursing, Jinan University, Guangzhou, China
| | - Hao Wang
- Department of Anesthesiology, The First Affiliated Hospital of Jinan University, Guangzhou, China
| | - Jun Lyu
- Department of Clinical Research, The First Affiliated Hospital of Jinan University, Guangzhou, China
- Guangdong Provincial Key Laboratory of Traditional Chinese Medicine Informatization, Guangzhou, China
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Huang F, Yang X, Yuan L, Wang M, Li R, Ye Z, Lv J, He T. Development and validation of a predictive risk model for frailty in elderly patients with multimorbidity. Geriatr Gerontol Int 2022; 22:471-476. [PMID: 35485599 DOI: 10.1111/ggi.14390] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/11/2021] [Revised: 03/14/2022] [Accepted: 03/30/2022] [Indexed: 02/05/2023]
Abstract
AIMS This study aimed to investigate the influencing factors of frailty in elderly patients with multimorbidity and to develop a predictive risk model for frailty in elderly patients with multimorbidity. METHODS In total, 3836 elderly patients with multimorbidity who were admitted to the medical wards of five grade A tertiary hospitals in Sichuan Province from March 2020 to June 2021 were selected. Based on the general data of patients with multimorbidity, the independent risk factors for frailty were obtained using logistic analysis, and a risk prediction model of frailty was developed. RESULTS Independent risk factors for frailty in patients with multimorbidity were age, types of medication, and comorbidity with chronic heart failure (CHF), chronic obstructive pulmonary disease (COPD) and chronic cerebrovascular disease (CCVD); and the protective factors for frailty were body mass index (BMI), exercise and education level. The expression of the model was Z = -2.054 + 0.016 × age - 0.029 × BMI - 0.153 × education level-1.059 × exercise + 0.203 × types of medication + 0.788 × comorbidity with CHF + 0.950 × comorbidity with COPD + 0.363 × comorbidity with CCVD. CONCLUSION Age, BMI, education level, exercise, types of medication, and comorbidity with CHF, COPD and CCVD can affect frailty risk in elderly patients with multimorbidity, which may be helpful to predict the frailty risk of elderly patients with multimorbidity. Geriatr Gerontol Int 2022; 22: 471-476.
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Affiliation(s)
- Fengmei Huang
- West China School of Nursing, Sichuan University/Department of Endocrinology and Metabolism, West China Hospital, Sichuan University, Chengdu, China
| | - Xiaoling Yang
- West China School of Nursing, Sichuan University/Department of Endocrinology and Metabolism, West China Hospital, Sichuan University, Chengdu, China
| | - Li Yuan
- West China School of Nursing, Sichuan University/Department of Endocrinology and Metabolism, West China Hospital, Sichuan University, Chengdu, China
| | - Miye Wang
- Engineering Research Center of Medical Information Technology, Ministry of Education, West China Hospital, Sichuan University, Chengdu, China.,Information Technology Center, West China Hospital, Sichuan University, Chengdu, China
| | - Rao Li
- West China School of Nursing, Sichuan University/Department of Endocrinology and Metabolism, West China Hospital, Sichuan University, Chengdu, China
| | - Ziwei Ye
- West China School of Nursing, Sichuan University/Department of Endocrinology and Metabolism, West China Hospital, Sichuan University, Chengdu, China
| | - Jing Lv
- West China School of Nursing, Sichuan University/Department of Endocrinology and Metabolism, West China Hospital, Sichuan University, Chengdu, China
| | - Ting He
- West China School of Nursing, Sichuan University/Department of Endocrinology and Metabolism, West China Hospital, Sichuan University, Chengdu, China
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Thoegersen TW, Saedder EA, Lisby M. Is a High Medication Risk Score Associated With Increased Risk of 30-Day Readmission? A Population-Based Cohort Study From CROSS-TRACKS. J Patient Saf 2022; 18:e714-e721. [PMID: 35617596 DOI: 10.1097/pts.0000000000000939] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
Abstract
OBJECTIVES The primary aim of this study was to evaluate whether a high Medication Risk Score (MERIS) upon admission to an emergency department is associated with increased risk of 30-day readmission in patients discharged directly home. Mortality, visit to general practitioner, and drug changes within 30 days were included as secondary outcomes. METHODS This is a historical cohort study with data from the Danish population-based open-cohort CROSS-TRACKS. Cox regression analyses were used to determine whether a high MERIS score was associated with increased risk of 30-day readmission and mortality. Visit to general practitioner and drug changes were tested with χ2 test and Wilcoxon rank sum test. RESULTS A total of 2106 patients were eligible: 2017 had a MERIS score lower than 14 (low-risk group), and 89 had a score of 14 or higher (high-risk group). The proportion of patients in the high-risk group who were readmitted was 21.3% compared with 16.3% in the low-risk group, resulting in a hazard ratio for readmission of 1.43 (95% confidence interval, 0.9-1.3). The hazard ratio for mortality was 8.3 (95% confidence interval, 3.0-22.8). No statistical significant difference was found in general practitioner visits; however, significantly more drug changes were observed in the high-risk group. CONCLUSIONS A high MERIS score was associated with increased risk of readmissions and can potentially assist healthcare professionals in the prioritizing of patients who may benefit from further exam, for example, additional medication review in acute care setting. Further investigation of MERIS and exploration of causal inferences between medication-related harm and medication-related readmissions are warranted.
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10
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Lam JYJ, Barras M, Scott IA, Long D, Shafiee Hanjani L, Falconer N. Scoping Review of Studies Evaluating Frailty and Its Association with Medication Harm. Drugs Aging 2022; 39:333-353. [PMID: 35597861 PMCID: PMC9135775 DOI: 10.1007/s40266-022-00940-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/02/2022] [Indexed: 12/03/2022]
Abstract
Introduction Frailty is associated with an increased risk of death and morbid events. Frail individuals are known to have multiple comorbidities which are often associated with polypharmacy. Whilst a relationship between polypharmacy and frailty has been demonstrated, it is not clear if there is an independent relationship between frailty and medication harm. Aims This scoping review aimed to identify and critically appraise studies evaluating medication harm in patients with frailty. Methods PubMed, EMBASE, CINAHL and Cochrane databases were searched from inception until 1 February 2021 using key search terms that are synonymous with frailty (such as frail and frail elderly) and medication harm (such as adverse drug events and adverse drug reactions). To be included, studies must have identified medication harm as a primary or secondary outcome measure, and used a frailty assessment tool to determine frailty, or clearly defined how frailty was assessed. Data were narratively synthesised and presented in tables. The checklist from the Quality Assessment Tool for Observational Cohort and Cross-Sectional Studies from the National Heart, Lung, and Blood Institute was used to assess the quality and risk of bias of studies that met the inclusion criteria. Results Of 2685 retrieved abstracts, 24 underwent full-text review and nine studies met the inclusion criteria. Three studies were retrospective cohort studies, and six were prospective observational studies. Six studies comprised two distinct groups of frail and non-frail individuals, and the remaining three studies evaluated medication harm in an entirely frail population. Seven studies used validated frailty tools such as the Clinical Frailty Scale, Fried Frailty Index, and Fried Frailty Phenotype. Two studies measured frailty using self-defined criteria. Overall, frail individuals were at risk of medication harm with rates ranging between 18.7 and 77% across the nine studies. However, whether frailty is an independent predictor of medication harm remains uncertain, as this was only evaluated in one study. The risk of bias assessment identified limitations in methods and reporting with all nine studies. Conclusion This scoping review identified nine studies evaluating medication harm in frail patients. However, all were limited by the methodological quality and inadequate reporting of study factors. There are few high-quality studies that described a relationship between medication harm and frailty. More robust studies are required that examine the independent relationship between frailty and medication harm, after adjusting for all possible confounders and in particular polypharmacy. Supplementary Information The online version contains supplementary material available at 10.1007/s40266-022-00940-3.
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Affiliation(s)
| | - Michael Barras
- School of Pharmacy, The University of Queensland, Brisbane, QLD, Australia.,Department of Pharmacy, Princess Alexandra Hospital, Brisbane, QLD, Australia
| | - Ian A Scott
- Department of Internal Medicine and Clinical Epidemiology, Princess Alexandra Hospital, Brisbane, QLD, Australia.,School of Clinical Medicine, The University of Queensland, Brisbane, QLD, Australia
| | - Duncan Long
- Department of Pharmacy, Princess Alexandra Hospital, Brisbane, QLD, Australia
| | - Leila Shafiee Hanjani
- Centre for Health Services Research, The University of Queensland, Brisbane, QLD, Australia
| | - Nazanin Falconer
- School of Pharmacy, The University of Queensland, Brisbane, QLD, Australia.,Department of Pharmacy, Princess Alexandra Hospital, Brisbane, QLD, Australia.,Centre for Health Services Research, The University of Queensland, Brisbane, QLD, Australia
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11
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Fujisawa C, Umegaki H, Sugimoto T, Huang CH, Fujisawa H, Sugimura Y, Kuzuya M, Toba K, Sakurai T. Older adults with a higher frailty index tend to have electrolyte imbalances. Exp Gerontol 2022; 163:111778. [DOI: 10.1016/j.exger.2022.111778] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2021] [Revised: 02/17/2022] [Accepted: 03/22/2022] [Indexed: 11/16/2022]
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12
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Tahvanainen H, Kuitunen S, Holmström AR, Airaksinen M. Integrating medication risk management interventions into regular automated dose dispensing service of older home care clients - a systems approach. BMC Geriatr 2021; 21:663. [PMID: 34814848 PMCID: PMC8609790 DOI: 10.1186/s12877-021-02607-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2020] [Accepted: 10/30/2021] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Automated dose dispensing (ADD) services have been implemented in many health care systems internationally. However, the ADD service itself is a logistic process that requires integration with medication risk management interventions to ensure safe and appropriate medication use. National policies and regulations guiding ADD in Finland have recommended medication reconciliation, review, and follow-up for suitable risk management interventions. This implementation study aimed to develop a medication management process integrating these recommended risk management interventions into a regular ADD service for older home care clients. METHODS This study applied an action research method and was carried out in a home care setting, part of primary care in the City of Lahti, Finland. The systems-approach to risk management was applied as a theoretical framework. RESULTS The outcome of the systems-based development process was a comprehensive medication management procedure. The medication risk management interventions of medication reconciliation, review and follow-up were integrated into the medication management process while implementing the ADD service. The tasks and responsibilities of each health care professional involved in the care team became more explicitly defined, and available resources were utilized more effectively. In particular, the hospital pharmacists became members of the care team where collaboration between physicians, pharmacists, and nurses shifted from parallel working towards close collaboration. More efforts are needed to integrate community pharmacists into the care team. CONCLUSION The transition to the ADD service allows implementation of the effective medication risk management interventions within regular home care practice. These systemic defenses should be considered when national ADD guidelines are implemented locally. The same applies to situations in which public home care organizations responsible for services e.g., municipalities, purchase ADD services from private service providers.
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Affiliation(s)
- Heidi Tahvanainen
- Doctoral Programme in Drug Research, Faculty of Pharmacy, University of Helsinki, P.O. Box 56, 00014 Helsinki, Finland
| | - Sini Kuitunen
- Doctoral Programme in Drug Research, Faculty of Pharmacy, University of Helsinki, P.O. Box 56, 00014 Helsinki, Finland
| | - Anna-Riia Holmström
- Clinical Pharmacy Group, Division of Pharmacology and Pharmacotherapy, Faculty of Pharmacy, University of Helsinki, P.O. Box 56, 00014 Helsinki, Finland
| | - Marja Airaksinen
- Clinical Pharmacy Group, Division of Pharmacology and Pharmacotherapy, Faculty of Pharmacy, University of Helsinki, P.O. Box 56, 00014 Helsinki, Finland
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13
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Thiruchelvam K, Byles J, Hasan SS, Egan N, Kairuz T. Frailty and potentially inappropriate medications using the 2019 Beers Criteria: findings from the Australian Longitudinal Study on Women's Health (ALSWH). Aging Clin Exp Res 2021; 33:2499-2509. [PMID: 33449339 DOI: 10.1007/s40520-020-01772-0] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2020] [Accepted: 12/03/2020] [Indexed: 01/06/2023]
Abstract
BACKGROUND Frailty is an essential consideration with potentially inappropriate medications (PIMs), especially among older women. AIMS This study determined the use of potentially inappropriate medications according to frailty status using the Beers Criteria 2019, identified medications that should be flagged as potentially inappropriate and harmful depending on individual health factors, and determined the association between frailty and PIMs, adjusted for characteristics associated with PIMs. METHODS This prospective longitudinal study included 9355 participants aged 77-82 years at baseline (2003). Frailty was measured using the FRAIL (fatigue, resistance, ambulation, illness and loss of weight) scale. Generalised estimating equations using log-binomial regressions determined the association between frailty and risk of using PIMs. RESULTS Among participants who were frail and non-frail at baseline, the majority used ≥ 3 PIMs (74.2% and 58.5%, respectively). At 2017, the proportion using ≥ 3 PIMs remained constant in the frail group (72.0%) but increased in the non-frail group (66.0%). Commonly prescribed medications that may be potentially inappropriate in both groups included benzodiazepines, proton-pump inhibitors and non-steroidal anti-inflammatory drugs, and risperidone was an additional contributor in the non-frail group. When adjusted for other characteristics, frail women had a 2% higher risk of using PIMs (RR 1.02; 95% CI 1.01, 1.03). CONCLUSION Given that the majority of frail women were using medications that may have been potentially inappropriate, it is important to consider both frailty and PIMs as indicators of health outcomes, and to review the need for PIMs for women aged 77-96 years who are frail.
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Affiliation(s)
- Kaeshaelya Thiruchelvam
- University of Newcastle, University Drive, Callaghan, NSW, 2308, Australia.
- International Medical University, 126 Jalan Jalil Perkasa 19, Bukit Jalil, 57000, Kuala Lumpur, Malaysia.
| | - Julie Byles
- University of Newcastle, University Drive, Callaghan, NSW, 2308, Australia
- Priority Research Centre for Generational Health and Ageing, Hunter Medical Research Institute, New Lambton Heights, NSW, 2305, Australia
| | - Syed Shahzad Hasan
- University of Newcastle, University Drive, Callaghan, NSW, 2308, Australia
- University of Huddersfield, Queensgate, Huddersfield, HD1 3DH, UK
| | - Nicholas Egan
- University of Newcastle, University Drive, Callaghan, NSW, 2308, Australia
- Priority Research Centre for Generational Health and Ageing, Hunter Medical Research Institute, New Lambton Heights, NSW, 2305, Australia
| | - Therese Kairuz
- University of Newcastle, University Drive, Callaghan, NSW, 2308, Australia
- International Medical University, 126 Jalan Jalil Perkasa 19, Bukit Jalil, 57000, Kuala Lumpur, Malaysia
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14
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Masumshah R, Aghdam R, Eslahchi C. A neural network-based method for polypharmacy side effects prediction. BMC Bioinformatics 2021; 22:385. [PMID: 34303360 PMCID: PMC8305591 DOI: 10.1186/s12859-021-04298-y] [Citation(s) in RCA: 9] [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: 03/30/2021] [Accepted: 07/14/2021] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Polypharmacy is a type of treatment that involves the concurrent use of multiple medications. Drugs may interact when they are used simultaneously. So, understanding and mitigating polypharmacy side effects are critical for patient safety and health. Since the known polypharmacy side effects are rare and they are not detected in clinical trials, computational methods are developed to model polypharmacy side effects. RESULTS We propose a neural network-based method for polypharmacy side effects prediction (NNPS) by using novel feature vectors based on mono side effects, and drug-protein interaction information. The proposed method is fast and efficient which allows the investigation of large numbers of polypharmacy side effects. Our novelty is defining new feature vectors for drugs and combining them with a neural network architecture to apply for the context of polypharmacy side effects prediction. We compare NNPS on a benchmark dataset to predict 964 polypharmacy side effects against 5 well-established methods and show that NNPS achieves better results than the results of all 5 methods in terms of accuracy, complexity, and running time speed. NNPS outperforms about 9.2% in Area Under the Receiver-Operating Characteristic, 12.8% in Area Under the Precision-Recall Curve, 8.6% in F-score, 10.3% in Accuracy, and 18.7% in Matthews Correlation Coefficient with 5-fold cross-validation against the best algorithm among other well-established methods (Decagon method). Also, the running time of the Decagon method which is 15 days for one fold of cross-validation is reduced to 8 h by the NNPS method. CONCLUSIONS The performance of NNPS is benchmarked against 5 well-known methods, Decagon, Concatenated drug features, Deep Walk, DEDICOM, and RESCAL, for 964 polypharmacy side effects. We adopt the 5-fold cross-validation for 50 iterations and use the average of the results to assess the performance of the NNPS method. The evaluation of the NNPS against five well-known methods, in terms of accuracy, complexity, and running time speed shows the performance of the presented method for an essential and challenging problem in pharmacology. Datasets and code for NNPS algorithm are freely accessible at https://github.com/raziyehmasumshah/NNPS .
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Affiliation(s)
- Raziyeh Masumshah
- Department of Computer and Data Sciences, Faculty of Mathematical Sciences, Shahid Beheshti University, Tehran, Iran
| | - Rosa Aghdam
- School of Biological Sciences, Institute for Research in Fundamental Sciences (IPM), Tehran, Iran.
| | - Changiz Eslahchi
- Department of Computer and Data Sciences, Faculty of Mathematical Sciences, Shahid Beheshti University, Tehran, Iran.
- School of Biological Sciences, Institute for Research in Fundamental Sciences (IPM), Tehran, Iran.
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15
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Davenport Huyer L, Desveaux L, Nakhla N, Maxwell C, Tadrous M. 'Fitting in the pharmacist' - a qualitative analysis of the perceived relationship between community pharmacists and older adults with complex care needs. INTERNATIONAL JOURNAL OF PHARMACY PRACTICE 2021; 29:428-434. [PMID: 34244751 DOI: 10.1093/ijpp/riab034] [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: 10/14/2020] [Accepted: 05/28/2021] [Indexed: 11/12/2022]
Abstract
OBJECTIVES To explore the current perceived relationship between older adults with varying levels of frailty and healthcare needs and community pharmacists. METHODS This qualitative study conducted a thematic analysis of focus groups with older adults and older adult caregivers and community pharmacist participants. Participants were recruited following a maximum variation sampling technique. Verbatim transcripts were inductively coded using NVivo to develop key findings. KEY FINDINGS Four major themes emerged: (i) Pharmacy Landscape, (ii) Prescription and Non-Prescription Drug Safety, (iii) Patient-Pharmacist Relationship and (iv) Recommendations for Pharmacy Practice. Themes demonstrate three key findings: (1) older adults approach drug information with a key focus on safety and cost of both prescription and non-prescription drugs, (2) there is a demonstrated opportunity, recognized by older adults and practitioners, for community pharmacists to expand their role in the care of older adults, (3) community pharmacists are able, interested and/or have already incorporated frailty assessments into their practice to better support their care of the older adult population with varying levels of frailty. CONCLUSIONS The results demonstrate a reason for the community pharmacist role to shift. The unique knowledge and skills of community pharmacists, coupled with their accessibility and strong patient-clinician relationship, have the potential to better support older adults with varying levels of frailty.
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Affiliation(s)
- Larkin Davenport Huyer
- Institute for Health System Solutions and Virtual Care, Women's College Hospital, Toronto, ON, Canada.,Women's College Research Institute, Women's College Hospital, Toronto, ON, Canada
| | - Laura Desveaux
- Institute for Health Policy, Management, & Evaluation, University of Toronto, Toronto, ON, Canada.,Institute for Better Health, Trillium Health Partners, Mississauga, ON, Canada
| | - Nardine Nakhla
- University of Waterloo School of Pharmacy, Kitchener, ON, Canada
| | - Colleen Maxwell
- University of Waterloo School of Pharmacy, Kitchener, ON, Canada
| | - Mina Tadrous
- Institute for Health System Solutions and Virtual Care, Women's College Hospital, Toronto, ON, Canada.,Women's College Research Institute, Women's College Hospital, Toronto, ON, Canada.,Leslie Dan Faculty of Pharmacy, University of Toronto, Toronto, ON, Canada
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16
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Nguyen TN, Harris K, Woodward M, Chalmers J, Cooper M, Hamet P, Harrap S, Heller S, MacMahon S, Mancia G, Marre M, Poulter N, Rogers A, Williams B, Zoungas S, Chow CK, Lindley RI. The Impact of Frailty on the Effectiveness and Safety of Intensive Glucose Control and Blood Pressure-Lowering Therapy for People With Type 2 Diabetes: Results From the ADVANCE Trial. Diabetes Care 2021; 44:1622-1629. [PMID: 34035077 PMCID: PMC8323181 DOI: 10.2337/dc20-2664] [Citation(s) in RCA: 24] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/28/2020] [Accepted: 04/23/2021] [Indexed: 02/03/2023]
Abstract
OBJECTIVE To develop a frailty index (FI) and explore the relationship of frailty to subsequent adverse outcomes on the effectiveness and safety of more intensive control of both blood glucose and blood pressure (BP), among participants with type 2 diabetes in the Action in Diabetes and Vascular Disease: Preterax and Diamicron Modified Release Controlled Evaluation (ADVANCE) trial. RESEARCH DESIGN AND METHODS Cox proportional hazard models were used to estimate the effectiveness and safety of intensive glucose control and BP intervention according to frailty (defined as FI >0.21) status. The primary outcomes were macro- and microvascular events. The secondary outcomes were all-cause mortality, cardiovascular mortality, severe hypoglycemia, and discontinuation of BP treatment due to hypotension/dizziness. RESULTS There were 11,140 participants (mean age, 65.8 years; 42.5% women, 25.7% frail). Frailty was an independent predictor of all primary outcomes and secondary outcomes. The effect of intensive glucose treatment on primary outcomes showed some evidence of attenuation in the frail: hazard ratios for combined major macro- and microvascular events 1.03 (95% CI 0.90-1.19) in the frail versus 0.84 (95% CI 0.74-0.94) in the nonfrail (P = 0.02). A similar trend was observed with BP intervention. Severe hypoglycemia rates (per 1,000 person-years) were higher in the frail: 8.39 (6.15-10.63) vs. 4.80 (3.84-5.76) in nonfrail (P < 0.001). There was no significant difference in discontinuation of BP treatment between frailty groups. CONCLUSIONS It was possible to retrospectively estimate frailty in a trial population, and this FI identified those at higher risk of poor outcomes. Participants with frailty had some attenuation of benefit from intensive glucose-lowering and BP-lowering treatments.
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Affiliation(s)
- Tu N Nguyen
- Westmead Applied Research Centre, Faculty of Medicine and Health, University of Sydney, Sydney, New South Wales, Australia
| | - Katie Harris
- The George Institute for Global Health, University of New South Wales, Sydney, New South Wales, Australia
| | - Mark Woodward
- The George Institute for Global Health, University of New South Wales, Sydney, New South Wales, Australia.,The George Institute for Global Health, Department of Epidemiology and Biostatistics, Imperial College, London, U.K.,Department of Epidemiology, Johns Hopkins University, Baltimore, MD
| | - John Chalmers
- The George Institute for Global Health, University of New South Wales, Sydney, New South Wales, Australia
| | - Mark Cooper
- Department of Diabetes, Monash University, Melbourne, Victoria, Australia
| | - Pavel Hamet
- Centre de Recherche du Centre Hospitalier de l'Université de Montréal, Montreal, Quebec, Canada
| | - Stephen Harrap
- Department of Physiology, Royal Melbourne Hospital, University of Melbourne, Victoria, Australia
| | - Simon Heller
- Academic Unit of Diabetes, Oncology & Metabolism, University of Sheffield, Sheffield, U.K
| | - Stephen MacMahon
- The George Institute for Global Health, University of New South Wales, Sydney, New South Wales, Australia.,The George Institute for Global Health, Department of Epidemiology and Biostatistics, Imperial College, London, U.K
| | - Giuseppe Mancia
- Istituto Auxologico Italiano, University of Milan-Bicocca, Milan, Italy
| | - Michel Marre
- Department of Endocrinology, Hôpital Bichat-Claude Bernard, University of Paris, Paris, France
| | - Neil Poulter
- Imperial Clinical Trials Unit, Imperial College London, London, U.K
| | - Anthony Rogers
- The George Institute for Global Health, University of New South Wales, Sydney, New South Wales, Australia
| | - Bryan Williams
- National Institute for Health Research, University College London, Hospitals Biomedical Research Centre, London, U.K
| | - Sophia Zoungas
- The George Institute for Global Health, University of New South Wales, Sydney, New South Wales, Australia.,School of Public Health and Preventive Medicine, Monash University, Melbourne, Victoria, Australia
| | - Clara K Chow
- Westmead Applied Research Centre, Faculty of Medicine and Health, University of Sydney, Sydney, New South Wales, Australia.,Department of Cardiology, Westmead Hospital, Sydney, New South Wales, Australia.,The George Institute for Global Health, Sydney, New South Wales, Australia
| | - Richard I Lindley
- Westmead Applied Research Centre, Faculty of Medicine and Health, University of Sydney, Sydney, New South Wales, Australia .,The George Institute for Global Health, Sydney, New South Wales, Australia
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17
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Shrestha S, Giri R, Sapkota HP, Danai SS, Saleem A, Devkota S, Shrestha S, Adhikari B, Poudel A. Attitudes of ambulatory care older Nepalese patients towards deprescribing and predictors of their willingness to deprescribe. Ther Adv Drug Saf 2021; 12:20420986211019309. [PMID: 34211689 PMCID: PMC8216397 DOI: 10.1177/20420986211019309] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2020] [Accepted: 04/29/2021] [Indexed: 12/11/2022] Open
Abstract
INTRODUCTION Older adults continue to receive potentially inappropriate medications necessitating the need for medication optimization, by deprescribing. To ensure a holistic approach to deprescribing, it is essential to understand the perception of older adults towards deprescribing. This study aimed to assess the attitude of older ambulatory patients towards deprescribing and to identify factors predicting their willingness to deprescribe. METHODS A cross-sectional survey was conducted in central Nepal between March and September 2019 among 385 older ambulatory care patients (aged ⩾65 years) who were taking at least one regular medicine. The perception of patients towards deprescribing was assessed using the revised Patients' Attitudes Towards Deprescribing (rPATD) questionnaire via a face-to-face interview method. Descriptive statistics were performed to describe patients' characteristics and their attitudes towards deprescribing. A multivariate logistic regression analysis was used to determine predictors of the willingness of older ambulatory patients towards deprescribing. RESULTS The median [interquartile range (IQR)] age of patients was 72 (8) years. Nearly three in five patients (64.9%) had hypertension, with 11.2% having polypharmacy. More than half of the patients (57.4%) would be willing to stop one or more of their regular medicines if their doctor said it was possible to do so. Regression analysis showed that age [odds ratio (OR) 0.946; 95% CI 0.913, 0.981; p = 0.003] and concerns about stopping medicine score (OR 0.541; 95% CI 0.334, 0.876; p = 0.013) were predictors of the willingness of the older patients towards deprescribing. CONCLUSION One in two older ambulatory care patients in Nepal would be willing to have one or more of their medicines deprescribed. The factors predicting their willingness to deprescribe are their age and concerns about stopping medicines. Clinicians should consider discussing the possibility of deprescribing with older patients for the prevention of potential medication-related harms. PLAIN LANGUAGE SUMMARY What do older Nepalese patients think about withdrawal or dose reduction of an inappropriate medication?Introduction: Research suggests that older adults (aged ⩾65 years) continue to receive medications that have the potential for harm rather than a benefit. This necessitates the need for withdrawal or dose reduction of such inappropriate medications, the process known as deprescribing. Understanding what older patients think about this process could be a stepping-stone to the general approach for its implementation. Data on deprescribing is lacking from Nepal. Therefore, we designed a survey to explore the attitude of older patients towards deprescribing and factors that could predict their willingness to deprescribe.Methods: This study was conducted between March to September 2019 among 385 older patients who were taking at least one regular medicine and were visiting selected hospitals of Nepal for outpatient services. We performed a face-to-face interview to assess the attitude of patients towards deprescribing using a validated tool called revised Patients' Attitudes Towards Deprescribing (rPATD) questionnaire that quantified the response through scoring. The data were subjected to statistical analysis to determine the attitudes of Nepalese older patients towards deprescribing and to develop a model to predict their willingness to deprescribe.Results: The average age of the participant was 72 years with 65% having hypertension and 11% using more than five medications. Our data suggested that one in two older Nepalese patients would be willing to stop one or more of their regular medications if their doctors said it was possible to do so. Their willingness to deprescribe could be predicted from their age and concerns about stopping medications.Conclusion: Clinicians should consider discussing the possibility of deprescribing with older patients for the prevention of potential medication-related harms.
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Affiliation(s)
- Shakti Shrestha
- School of Pharmacy, The University of Queensland, Pharmacy Australia Centre of Excellence, Level 4, 20 Cornwall Street, Woolloongabba, QLD 4102, Australia
| | - Roshan Giri
- Department of Pharmacy, Shree Medical and Technical College, Bharatpur, Chitwan, Nepal
| | - Hari Prasad Sapkota
- Department of Pharmacy, Shree Medical and Technical College, Bharatpur, Chitwan, Nepal
| | | | - Ahsan Saleem
- School of Pharmacy, The University of Queensland, Brisbane, QLD 4102, Australia
| | - Shreeshab Devkota
- Department of Pharmacy, Shree Medical and Technical College, Bharatpur, Chitwan, Nepal
| | - Sagar Shrestha
- Department of Pharmacy, Shree Medical and Technical College, Bharatpur, Chitwan, Nepal
| | - Bhojraj Adhikari
- Department of Internal Medicine, Bharatpur District Hospital, Bharatpur, Chitwan, Nepal
| | - Arjun Poudel
- School of Clinical Sciences, Faculty of Health, Queensland University of Technology, Brisbane, QLD 4000, Australia
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18
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Thiruchelvam K, Byles J, Hasan SS, Egan N, Kairuz T. Residential Medication Management Reviews and continuous polypharmacy among older Australian women. Int J Clin Pharm 2021; 43:1619-1629. [PMID: 34091857 DOI: 10.1007/s11096-021-01294-3] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2021] [Accepted: 05/31/2021] [Indexed: 10/21/2022]
Abstract
Background Polypharmacy is an important consideration for the provision of Residential Medication Management Reviews (RMMRs) among older women given their enhanced risk of medication-related problems and admission to residential aged care (RAC). Objectives To determine the prevalence of the use of RMMRs among older women in RAC, and the association between RMMRs and polypharmacy, medications, and costs. Setting Older Australian women aged 79-84 years in 2005 who had at least one Medicare Benefits Schedule and Pharmaceutical Benefits Scheme record, received a service in aged care, and consented to data linkage. Methods Generalised estimating equations were used to determine the association between polypharmacy and RMMRs, while adjusting for confounding variables. Main outcome measures Prevalence of the use of RMMRs among older women in RAC, association between RMMRs and polypharmacy, medications, and costs. Results Most participants did not have continuous polypharmacy and did not receive RMMRs from 2005 [451 (67.4%)] until 2017 [666 (66.6%)]. Participants with continuous polypharmacy were 17% more likely to receive a RMMR (risk ratio 1.17; 95% confidence interval 1.11, 1.25). Participants in their final year of life and residing in outer regional/remote/very remote Australia were less likely to receive RMMRs. Out-of-pocket medication costs increased over time, and alendronate and aspirin were common contributors to polypharmacy among participants who received RMMRs. Conclusion Polypharmacy was associated with receiving RMMRs and around two-thirds of women who are entitled to a RMMR never received one. There is potential to improve the use of medicines by increasing awareness of the service among eligible individuals, their carers and health care professionals.
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Affiliation(s)
- Kaeshaelya Thiruchelvam
- University of Newcastle, University Drive, Callaghan, NSW, 2308, Australia. .,International Medical University, 126 Jalan Jalil Perkasa 19, Bukit Jalil, 57000, Kuala Lumpur, Malaysia.
| | - Julie Byles
- University of Newcastle, University Drive, Callaghan, NSW, 2308, Australia.,Priority Research Centre for Generational Health and Ageing, Hunter Medical Research Institute, New Lambton Heights, NSW, 2305, Australia
| | - Syed Shahzad Hasan
- University of Newcastle, University Drive, Callaghan, NSW, 2308, Australia.,University of Huddersfield, Queensgate, Huddersfield, HD1 3DH, UK
| | - Nicholas Egan
- University of Newcastle, University Drive, Callaghan, NSW, 2308, Australia.,Priority Research Centre for Generational Health and Ageing, Hunter Medical Research Institute, New Lambton Heights, NSW, 2305, Australia
| | - Therese Kairuz
- University of Newcastle, University Drive, Callaghan, NSW, 2308, Australia.,International Medical University, 126 Jalan Jalil Perkasa 19, Bukit Jalil, 57000, Kuala Lumpur, Malaysia
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19
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Efficacy and safety of carfilzomib-based regimens in frail patients with relapsed and/or refractory multiple myeloma. Blood Adv 2021; 4:5449-5459. [PMID: 33166401 DOI: 10.1182/bloodadvances.2020001965] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2020] [Accepted: 09/04/2020] [Indexed: 11/20/2022] Open
Abstract
Frailty is most prevalent among elderly multiple myeloma (MM) patients, and frail patients have a higher risk of poor outcomes due to reduced performance status or comorbidities. This post hoc analysis assessed efficacy and safety of carfilzomib combinations in frail patients with relapsed and/or refractory MM from the phase 3 ASPIRE (carfilzomib [27 mg/m2]-lenalidomide-dexamethasone [KRd27] vs lenalidomide-dexamethasone [Rd]), ENDEAVOR (carfilzomib [56 mg/m2]-dexamethasone [Kd56] vs bortezomib-dexamethasone [Vd]), and ARROW (once-weekly carfilzomib [70 mg/m2]-dexamethasone [Kd70] vs carfilzomib [27 mg/m2]-dexamethasone [Kd27]) studies. A frailty algorithm incorporating age, Charlson comorbidity index, and performance status classified patients as fit, intermediate, or frail. Results are presented for frail patients (ASPIRE, n = 196; ENDEAVOR, n = 330; ARROW, n = 141). In ASPIRE, median progression-free survival (PFS) (hazard ratio; 95% confidence interval) was 24.1 (KRd27) vs 15.9 months (Rd) (0.78; 0.54-1.12); median overall survival (OS) was 36.4 vs 26.2 months (0.79; 0.57-1.08). In ENDEAVOR, median PFS was 18.7 (Kd56) vs 6.6 months (Vd) (0.50; 0.36-0.68); median OS was 33.6 vs 21.8 months (0.75; 0.56-1.00). In ARROW, median PFS was 10.3 (once-weekly Kd70) vs 6.6 months (twice-weekly Kd27) (0.76; 0.49-1.16). In all 3 studies, rates of grade ≥3 treatment-emergent adverse events were consistent with those observed in the primary studies. The ASPIRE, ENDEAVOR, and ARROW primary analyses demonstrated favorable benefit-risk profiles with carfilzomib-containing regimens compared with controls. Across clinically relevant subgroups, including those by frailty status, consistent efficacy and safety were observed with KRd27, Kd56, and weekly Kd70, and treatment with these regimens should not be restricted by frailty status.
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Anitha P, Satyanarayana SV. Design and optimization of nano invasomal gel of Glibenclamide and Atenolol combination: in vitro and in vivo evaluation. FUTURE JOURNAL OF PHARMACEUTICAL SCIENCES 2021. [DOI: 10.1186/s43094-021-00240-4] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022] Open
Abstract
Abstract
Background
There are many circumstances where chronic disease is associated with other disorders, especially in diseases such as diabetes with noncommunicable disease risk factors, such as hypertension. The current therapies for treating such chronic comorbid diseases are limited and challenging due to the difficulties in overcoming the side effects from complex therapeutic treatment regimen. The present study is aimed to develop and optimize the combinational nano invasomal gel of Glibenclamide (GLB) and Atenolol (ATN) as a novel combination therapy for comorbid treatment of diabetic hypertensive patients. The developed formulations were characterized for various parameters, including in-vitro skin permeation, skin irritation, in-vivo antidiabetic, and antihypertensive activities.
Results
OCNIG showed that the % entrapment efficiency of GLB is 96.67 ± 0.65% and % entrapment efficiency of ATN is 93.76 ± 0.89%, flux of GLB (240.43 ± 1.76 μg/cm2/h), and flux of ATN (475.2 ± 1.54 μg/cm2/h) which was found to conform to the expected value. The results indicated desired release and permeation profiles. Optimized formulation showed significant pharmacokinetic properties, which shows improvement in bioavailability by 134.30% and 180.32% respectively for two drugs, when compared to marketed oral preparation. Pharmacodynamic studies showed improved and prolonged management of diabetes and hypertension in Wistar rats, compared to oral and drug-loaded nano invasomes formulations.
Conclusion
Overall, the results showed that nano invasomal gel was found to be a useful and promising transdermal delivery system for the treatment of concurrent diseases.
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Ibrahim K, Cox NJ, Stevenson JM, Lim S, Fraser SDS, Roberts HC. A systematic review of the evidence for deprescribing interventions among older people living with frailty. BMC Geriatr 2021; 21:258. [PMID: 33865310 PMCID: PMC8052791 DOI: 10.1186/s12877-021-02208-8] [Citation(s) in RCA: 83] [Impact Index Per Article: 27.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2020] [Accepted: 04/08/2021] [Indexed: 12/19/2022] Open
Abstract
BACKGROUND Older people living with frailty are often exposed to polypharmacy and potential harm from medications. Targeted deprescribing in this population represents an important component of optimizing medication. This systematic review aims to summarise the current evidence for deprescribing among older people living with frailty. METHODS The literature was searched using Medline, Embase, CINAHL, PsycInfo, Web of Science, and the Cochrane library up to May 2020. Interventional studies with any design or setting were included if they reported deprescribing interventions among people aged 65+ who live with frailty identified using reliable measures. The primary outcome was safety of deprescribing; whereas secondary outcomes included clinical outcomes, medication-related outcomes, feasibility, acceptability and cost-related outcomes. Narrative synthesis was used to summarise findings and study quality was assessed using Joanna Briggs Institute checklists. RESULTS Two thousand three hundred twenty-two articles were identified and six (two randomised controlled trials) were included with 657 participants in total (mean age range 79-87 years). Studies were heterogeneous in their designs, settings and outcomes. Deprescribing interventions were pharmacist-led (n = 3) or multidisciplinary team-led (n = 3). Frailty was identified using several measures and deprescribing was implemented using either explicit or implicit tools or both. Three studies reported safety outcomes and showed no significant changes in adverse events, hospitalisation or mortality rates. Three studies reported positive impact on clinical outcomes including depression, mental health status, function and frailty; with mixed findings on falls and cognition; and no significant impact on quality of life. All studies described medication-related outcomes and reported a reduction in potentially inappropriate medications and total number of medications per-patient. Feasibility of deprescribing was reported in four studies which showed that 72-91% of recommendations made were implemented. Two studies evaluated and reported the acceptability of their interventions and further two described cost saving. CONCLUSION There is a paucity of research about the impact of deprescribing in older people living with frailty. However, included studies suggest that deprescribing could be safe, feasible, well tolerated and can lead to important benefits. Research should now focus on understanding the impact of deprescribing on frailty status in high risk populations. TRIAL REGISTRATION The review was registered on the international prospective register of systematic reviews (PROSPERO) ID number: CRD42019153367 .
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Affiliation(s)
- Kinda Ibrahim
- Academic Geriatric Medicine, Faculty of Medicine, University of Southampton, Southampton, UK.
- NIHR Applied Research Collaboration Wessex, Southampton, UK.
| | - Natalie J Cox
- Academic Geriatric Medicine, Faculty of Medicine, University of Southampton, Southampton, UK
- Southampton Biomedical Research Centre, University of Southampton and University Hospital Southampton NHS FT, Southampton, UK
| | - Jennifer M Stevenson
- Institute of Pharmaceutical Science, King's College London, London, UK
- Pharmacy Department, Guy's and St. Thomas' NHS FT, London, UK
| | - Stephen Lim
- Academic Geriatric Medicine, Faculty of Medicine, University of Southampton, Southampton, UK
- NIHR Applied Research Collaboration Wessex, Southampton, UK
| | - Simon D S Fraser
- NIHR Applied Research Collaboration Wessex, Southampton, UK
- Primary Care, Population Science and Medical Education, Faculty of Medicine, University of Southampton, Southampton, UK
| | - Helen C Roberts
- Academic Geriatric Medicine, Faculty of Medicine, University of Southampton, Southampton, UK
- NIHR Applied Research Collaboration Wessex, Southampton, UK
- Southampton Biomedical Research Centre, University of Southampton and University Hospital Southampton NHS FT, Southampton, UK
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22
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Gervais F, Dauphinot V, Mouchoux C, Krolak-Salmon P. Exposure to Anticholinergic and Sedative Drugs and Healthcare Costs in Older Patients with Neurocognitive Disorders. J Alzheimers Dis 2021; 80:1515-1524. [PMID: 33720884 DOI: 10.3233/jad-201127] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
Abstract
BACKGROUND Literature supports an increasing number of older patients living with neurocognitive disorders alongside with their annual worldwide costs. Therapeutic management of behavioral and psychological symptoms includes the use of anticholinergic and sedative drugs for which significant exposure is negatively associated with clinical outcomes. OBJECTIVE The aim of this study was to assess the healthcare costs differences related to an increase in the exposure to anticholinergic and sedative drugs in older patients with neurocognitive disorder. METHODS A longitudinal study was conducted during 3 years on 1,604 participants of the MEMORA cohort linked with both regional public health insurance and hospital discharge databases between 2012 and 2017. Direct medical and non-medical costs were included. Exposure to anticholinergic and sedative drugs was measured by the drug burden index (DBI). RESULTS Costs difference associated with a DBI≥0.5 were + 338€ (p < 0.001). After adjustment on comorbidities, NCD stage, cognitive impairment, functional limitation, polypharmacy, and sociodemographic characteristics, a DBI≥0.5 was found to be an independent predictor of an increase of total healthcare costs by 22%(p < 0.001). CONCLUSION Anticholinergic and sedative drugs have a substantial economic burden among older patients with neurocognitive disorder. More studies are required to assess the clinical and economic impact of an efficient strategy based on the reduction of the exposure to anticholinergic and sedative drugs and the promotion of non-pharmacological interventions.
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Affiliation(s)
- Frederic Gervais
- Pharmacie, Groupement Hospitalier Centre, Hospices Civils de Lyon, Lyon, France
| | - Virginie Dauphinot
- Clinical and Research Memory Centre of Lyon (CMRR), Geriatrics Unit, Lyon Institute for Elderly, Hospices civils de Lyon, Lyon, France
| | - Christelle Mouchoux
- Pharmacie, Groupement Hospitalier Centre, Hospices Civils de Lyon, Lyon, France.,Research Clinic Centre (CRC)eVCF (Aging Brain Frailty), Lyon Institute For Elderly, Hospices civils de Lyon, Lyon, France.,University Lyon 1, INSERM, U1028, UMR CNRS, Research Centre of Neurosciences of Lyon, Lyon, France
| | - Pierre Krolak-Salmon
- Clinical and Research Memory Centre of Lyon (CMRR), Geriatrics Unit, Lyon Institute for Elderly, Hospices civils de Lyon, Lyon, France.,Research Clinic Centre (CRC)eVCF (Aging Brain Frailty), Lyon Institute For Elderly, Hospices civils de Lyon, Lyon, France.,University Lyon 1, INSERM, U1028, UMR CNRS, Research Centre of Neurosciences of Lyon, Lyon, France
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Thiruchelvam K, Byles J, Hasan SS, Egan N, Kairuz T. Prevalence and association of continuous polypharmacy and frailty among older women: A longitudinal analysis over 15 years. Maturitas 2021; 146:18-25. [PMID: 33722360 DOI: 10.1016/j.maturitas.2021.01.005] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2020] [Revised: 11/01/2020] [Accepted: 01/22/2021] [Indexed: 10/22/2022]
Abstract
OBJECTIVES This study aimed to determine the prevalence of continuous polypharmacy and hyperpolypharmacy, determine medications that contribute to continuous polypharmacy, and examine the association between frailty and continuous polypharmacy. STUDY DESIGN A prospective study using data from the Australian Longitudinal Study on Women's Health. Women aged 77-82 years in 2003, and 91-96 years in 2017 were analysed, linking the Pharmaceutical Benefits Scheme data to participants' survey data. MAIN OUTCOME MEASURES The association between frailty and continuous polypharmacy was determined using generalised estimating equations for log binomial regressions, controlling for confounding variables. Descriptive statistics were used to determine the proportion of women with polypharmacy, and medications that contributed to polypharmacy. RESULTS The proportion of women with continuous polypharmacy increased over time as they aged. Among participants who were frail (n = 833) in 2017, 35.9 % had continuous polypharmacy and 1.32 % had hyperpolypharmacy. Among those who were non-frail (n = 1966), 28.2 % had continuous polypharmacy, and 1.42 % had hyperpolypharmacy. Analgesics (e.g. paracetamol) and cardiovascular medications (e.g. furosemide and statins) commonly contributed to continuous polypharmacy among frail and non-frail women. Accounting for time and other characteristics, frail women had an 8% increased risk of continuous polypharmacy (RR 1.08; 95 % CI 1.05, 1.11) compared to non-frail women. CONCLUSIONS Combined, polypharmacy and frailty are key clinical and public health challenges. Given that one-third of women had continuous polypharmacy, monitoring and review of medication use among older women are important, and particularly among women who are frail.
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Affiliation(s)
- Kaeshaelya Thiruchelvam
- University of Newcastle, University Drive, Callaghan, New South Wales 2308, Australia; International Medical University, 126 Jalan Jalil Perkasa 19, Bukit Jalil, 57000 Kuala Lumpur, Malaysia.
| | - Julie Byles
- University of Newcastle, University Drive, Callaghan, New South Wales 2308, Australia; Priority Research Centre for Generational Health and Ageing, Hunter Medical Research Institute, New Lambton Heights, New South Wales 2305, Australia.
| | - Syed Shahzad Hasan
- University of Newcastle, University Drive, Callaghan, New South Wales 2308, Australia; University of Huddersfield, Queensgate, Huddersfield HD1 3DH, United Kingdom.
| | - Nicholas Egan
- University of Newcastle, University Drive, Callaghan, New South Wales 2308, Australia; Priority Research Centre for Generational Health and Ageing, Hunter Medical Research Institute, New Lambton Heights, New South Wales 2305, Australia.
| | - Therese Kairuz
- University of Newcastle, University Drive, Callaghan, New South Wales 2308, Australia; International Medical University, 126 Jalan Jalil Perkasa 19, Bukit Jalil, 57000 Kuala Lumpur, Malaysia.
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24
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Maclagan LC, Bronskill SE, Campitelli MA, Yao S, Dharma C, Hogan DB, Herrmann N, Amuah JE, Maxwell CJ. Resident-Level Predictors of Dementia Pharmacotherapy at Long-Term Care Admission: The Impact of Different Drug Reimbursement Policies in Ontario and Saskatchewan: Prédicteurs de la pharmacothérapie de la démence au niveau des résidents lors de l'hospitalisation dans des soins de longue durée : l'impact de différentes politiques de remboursement des médicaments en Ontario et en Saskatchewan. CANADIAN JOURNAL OF PSYCHIATRY. REVUE CANADIENNE DE PSYCHIATRIE 2020; 65:790-801. [PMID: 32274934 PMCID: PMC7564697 DOI: 10.1177/0706743720909293] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
OBJECTIVES Cholinesterase inhibitors (ChEIs) and memantine are approved for Alzheimer disease in Canada. Regional drug reimbursement policies are associated with cross-provincial variation in ChEI use, but it is unclear how these policies influence predictors of use. Using standardized data from two provinces with differing policies, we compared resident-level characteristics associated with dementia pharmacotherapy at long-term care (LTC) admission. METHODS Using linked clinical and administrative databases, we examined characteristics associated with dementia pharmacotherapy use among residents with dementia and/or significant cognitive impairment admitted to LTC facilities in Saskatchewan (more restrictive reimbursement policies; n = 10,599) and Ontario (less restrictive; n = 93,331) between April 1, 2009, and March 31, 2015. Multivariable logistic regression models were utilized to assess resident demographic, functional, and clinical characteristics associated with dementia pharmacotherapy. RESULTS On admission, 8.1% of Saskatchewan residents were receiving dementia pharmacotherapy compared to 33.2% in Ontario. In both provinces, residents with severe cognitive impairment, aggressive behaviors, and recent antipsychotic use were more likely to receive dementia pharmacotherapy; while those who were unmarried, admitted in later years, had a greater degree of frailty, and recent hospitalizations were less likely. The direction of the association for older age, rural residency, medication number, and anticholinergic therapy differed between provinces. CONCLUSIONS While more restrictive criteria for dementia pharmacotherapy coverage in Saskatchewan resulted in fewer residents entering LTC on dementia pharmacotherapy, there were relatively few differences in the factors associated with use across provinces. Longitudinal studies are needed to assess how differences in prevalence and characteristics associated with use impact patient outcomes.
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Affiliation(s)
| | - Susan E. Bronskill
- ICES, Toronto, Ontario, Canada
- Institute of Health Policy, Management and Evaluation, University of Toronto, Ontario, Canada
- Evaluative Clinical Sciences and Hurvitz Brain Sciences Research Programs, Sunnybrook Research Institute, Toronto, Ontario, Canada
- Women’s College Research Institute, Women’s College Hospital, Toronto, Ontario, Canada
| | | | - Shenzhen Yao
- Saskatchewan Health Quality Council, Saskatoon, Saskatchewan, Canada
| | | | - David B. Hogan
- Division of Geriatric Medicine, Department of Medicine, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Nathan Herrmann
- Evaluative Clinical Sciences and Hurvitz Brain Sciences Research Programs, Sunnybrook Research Institute, Toronto, Ontario, Canada
- Department of Psychiatry, University of Toronto, Ontario, Canada
| | - Joseph E. Amuah
- School of Epidemiology and Public Health, Faculty of Medicine, University of Ottawa, Ontario, Canada
| | - Colleen J. Maxwell
- ICES, Toronto, Ontario, Canada
- School of Pharmacy, University of Waterloo, Waterloo, Ontario, Canada
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25
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Alves MKL, Oliveira NGN, Pegorari MS, Tavares DMDS, Rodrigues MCS, Bolina AF. Evidence of association between the use of drugs and community-dwelling older people frailty: a cross-sectional study. SAO PAULO MED J 2020; 138:465-474. [PMID: 33053050 PMCID: PMC9685580 DOI: 10.1590/1516-3180.2020.0205.r1.06082020] [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: 05/01/2020] [Accepted: 08/06/2020] [Indexed: 11/22/2022] Open
Abstract
BACKGROUND The scientific literature has shown that an association between polypharmacy and frailty exists. However, few studies have also considered drug interactions and the use of potentially inappropriate medications. OBJECTIVE To evaluate the association between the use of drugs and frailty among community-dwelling older people. DESIGN AND SETTING Cross-sectional study carried out among 580 older people in Uberaba (MG). METHODS Data were collected at these older people's homes using instruments validated in Brazil. Descriptive, bivariate and binary logistic regression analyses were performed (P < 0.05). RESULTS Most of these individuals were classified as pre-frail (55.7%), while 13.1% were frail. It was found that 31.7% of them presented polypharmacy, 41.7% had drug interactions and 43.8% were using potentially inappropriate medications. In the initial model, polypharmacy (odds ratio, OR = 1.91; confidence interval, CI = 1.27-2.86) and use of potentially inappropriate medications (OR = 2.45; CI = 1.68-3.57) increased the chance that these older people would be pre-frail or frail. In the final adjusted model, use of potentially inappropriate drugs remained associated with the outcome (OR = 2.26; CI = 1.43-3.57). CONCLUSION Use of potentially inappropriate medications was the independent variable that explained the occurrence of frailty in a representative sample of community-dwelling older adults.
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Affiliation(s)
- Marcos Kaic Lopes Alves
- BSc. Pharmacist, Universidade de Brasília – Campus Darcy Ribeiro (UnB), Brasília (DF) Brazil.
| | | | - Maycon Sousa Pegorari
- PhD. Physiotherapist and Adjunct Professor, Physiotherapy Course, Universidade Federal do Amapá (UNIFAP), Macapá (AP), Brazil.
| | - Darlene Mara dos Santos Tavares
- PhD. Nurse and Associate Professor, Department of Nursing Education and Community Health Nursing Undergraduate Program, Universidade Federal do Triângulo Mineiro (UFTM), Uberaba (MG), Brazil.
| | - Maria Cristina Soares Rodrigues
- PhD. Nurse and Pharmacist, Associate Professor, Universidade de Brasília – Campus Darcy Ribeiro (UnB). Brasília (DF), Brazil.
| | - Alisson Fernandes Bolina
- PhD. Nurse and Adjunct Professor, Universidade de Brasília – Campus Darcy Ribeiro (UnB), Brasília (DF), Brazil.
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26
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Erzkamp S, Köberlein-Neu J, Rose O. An Algorithm for Comprehensive Medication Management in Nursing Homes: Results of the AMBER Project. Drug Saf 2020; 44:313-325. [PMID: 33128697 DOI: 10.1007/s40264-020-01016-0] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/19/2020] [Indexed: 01/08/2023]
Abstract
INTRODUCTION There are several barriers to conducting medication management in nursing homes. Our project aimed to develop an algorithm that guides and supports pharmacists to perform this clinical service. METHODS Phase I of the project examined the practitioner and patient perspectives on the medication process in nursing homes. The mixed methods approach consisted of interviews with qualitative content analysis and a quantitative questionnaire. Phase IIa scoped existing research and comprised a three-stepped systematic review. It was registered in the International Prospective Register of Systematic Reviews (CRD42017065002). Results of the first two steps were assessed for quality. Phase IIb was performed as a Delphi survey. The developed algorithm was tested in nursing homes. The primary endpoint was the number and type of detected drug-related problems. The study was conducted between June 2016 and December 2018 (Deutsches-Register-Klinischer-Studien-ID: DRKS00010995). RESULTS Interviews were held with 21 healthcare practitioners and six patients. Frequent and relevant aspects of the medication process in nursing homes were identified. The systematic reviews included 28 reviews, 12 interventional studies and 1450 non-interventional studies. As a result of the Delphi survey, two new aspects were added. Testing of the drafted algorithm was done in 73 nursing home residents. A mean of 6.3 drug-related problems were detected. Sample cases were executed in a mean time of 21 min by community pharmacists. CONCLUSIONS The developed and consented algorithm can guide pharmacists in conducting medication management in a timely and effective manner. It might serve as a facilitator to improve collaboration and quality of medication in nursing home residents.
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Affiliation(s)
- Susanne Erzkamp
- Elefanten-Apotheke gegr. 1575, Steinstr. 14, 48565, Steinfurt, Germany
| | - Juliane Köberlein-Neu
- Center for Health Economics and Health Services Research, Schumpeter School of Business and Economics, University of Wuppertal, Rainer-Gruenter-Str. 21 Gebäude FN (1. OG), 42119, Wuppertal, Germany
| | - Olaf Rose
- impac2t Research, Maximilianstr. 31-33, 48147, Muenster, Germany. .,Department of Pharmacotherapy and Translational Research, College of Pharmacy, University of Florida, 1225 Center Drive HPNP Bldg, Gainesville, FL, 32610-0486, USA.
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27
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Gress T, Miller M, Meadows C, Neitch SM. Benzodiazepine Overuse in Elders: Defining the Problem and Potential Solutions. Cureus 2020; 12:e11042. [PMID: 33214968 PMCID: PMC7673272 DOI: 10.7759/cureus.11042] [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] [Indexed: 11/05/2022] Open
Abstract
Objective To determine the prevalence of benzodiazepine use in adults aged 65 and older at two West Virginia academic medical centers as phase one of a benzodiazepine deprescribing strategy. Design Cross-sectional Setting Two academic hospitals in West Virginia with 107,504 hospitalized adults age 65 and older from the years 2010 to 2018 with information on admission medication use. Measurements Use of benzodiazepines based on presence on the admission medication list. Demographics, select co-morbidities, and laboratory tests were also recorded. Results The prevalence of benzodiazepine use was 13.5% and use remained relatively constant with increasing age over 65, even in those over age 89. Conclusion Efforts aimed at assessing the true need for benzodiazepine use and deprescribing need to be employed, particularly with advancing age.
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Affiliation(s)
- Todd Gress
- Internal Medicine, Joan C. Edwards School of Medicine, Marshall University, Huntington, USA
| | - Mark Miller
- Psychiatry, West Virginia University School of Medicine, Morgantown, USA
| | - Charles Meadows
- Internal Medicine, Joan C. Edwards School of Medicine, Marshall University, Huntington, USA
| | - Shirley M Neitch
- Internal Medicine, Joan C. Edwards School of Medicine, Marshall University, Huntington, USA
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28
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Al-Qurain AA, Gebremichael LG, Khan MS, Williams DB, Mackenzie L, Phillips C, Russell P, Roberts MS, Wiese MD. Prevalence and Factors Associated with Analgesic Prescribing in Poly-Medicated Elderly Patients. Drugs Aging 2020; 37:291-300. [PMID: 32016823 DOI: 10.1007/s40266-019-00742-0] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
BACKGROUND Pain is common in older patients and management guidelines rarely consider the effect of multiple comorbidities and concurrent medications on analgesic selection. OBJECTIVES The objectives of this study were to identify the prevalence and pattern of analgesic prescribing and associated factors in older patients with polypharmacy. METHODS Older patients (aged ≥ 75 years) admitted to the Royal Adelaide Hospital between September 2015 and August 2016 and with polypharmacy were included and their comorbidities and medications prescribed at discharge were recorded. Drug Burden Index and Charlson Comorbidity Index were calculated. The number of medications that increased the risk of orthostatic hypotension were recorded. Logistic regression was used to compute the association between analgesic use and participant characteristics, and results were presented as odds ratios and 95% confidence intervals, adjusted for age, sex, Charlson Comorbidity Index, Drug Burden Index and orthostatic hypotension. RESULTS Over 15,000 admissions were identified, of which 1192 patients were included, 824 (69%) of whom were prescribed an analgesic medication. Paracetamol (used by 89% of analgesic users), opioids (34%) and adjuvants (17%) were used more frequently than non-steroidal anti-inflammatory drugs (8%). Analgesic users had a higher Drug Burden Index, were prescribed more medications and were less likely to be male compared with non-users. Charlson Comorbidity Index across the cohort was high (7.3 ± 1.9) but there was no difference between analgesic users and non-users, but analgesic users were more likely to have a documented diagnosis of osteoarthritis, osteoporosis and falls. Opioid use was associated with the Drug Burden Index, while adjuvant use was associated with orthostatic hypotension. Opioid use was associated with having a diagnosis of osteoporosis and falls. CONCLUSIONS In our cohort of poly-medicated elderly patients, prescription of analgesic medications was common, and these patients are likely to have an increased rate of adverse drug reactions and falls compared with those who were not prescribed analgesic medications.
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Affiliation(s)
- Aymen Ali Al-Qurain
- School of Pharmacy and Medical Sciences, University of South Australia, Adelaide, Australia.,Basil Hetzel Institute for Translational Research, The Queen Elizabeth Hospital, Woodville, Australia.,Saudi Arabian Cultural Mission, Ministry of Education, Riyadh, Saudi Arabia
| | - Lemlem G Gebremichael
- School of Pharmacy and Medical Sciences, University of South Australia, Adelaide, Australia.,Basil Hetzel Institute for Translational Research, The Queen Elizabeth Hospital, Woodville, Australia
| | - Muhammad Suleman Khan
- School of Pharmacy and Medical Sciences, University of South Australia, Adelaide, Australia.,Basil Hetzel Institute for Translational Research, The Queen Elizabeth Hospital, Woodville, Australia
| | - Desmond B Williams
- School of Pharmacy and Medical Sciences, University of South Australia, Adelaide, Australia
| | - Lorraine Mackenzie
- School of Pharmacy and Medical Sciences, University of South Australia, Adelaide, Australia.,Basil Hetzel Institute for Translational Research, The Queen Elizabeth Hospital, Woodville, Australia
| | - Craig Phillips
- School of Nursing and Midwifery, University of South Australia, Adelaide, Australia
| | | | - Michael S Roberts
- School of Pharmacy and Medical Sciences, University of South Australia, Adelaide, Australia.,Basil Hetzel Institute for Translational Research, The Queen Elizabeth Hospital, Woodville, Australia.,Therapeutics Research Centre, Diamantina Institute, Translational Research Institute, The University of Queensland, Brisbane, Australia
| | - Michael D Wiese
- School of Pharmacy and Medical Sciences, University of South Australia, Adelaide, Australia.
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Maclagan LC, Maxwell CJ, Harris DA, Campitelli MA, Diong C, Lapane KL, Hogan DB, Rochon P, Herrmann N, Bronskill SE. Sex Differences in Antipsychotic and Benzodiazepine Prescribing Patterns: A Cohort Study of Newly Admitted Nursing Home Residents with Dementia in Ontario, Canada. Drugs Aging 2020; 37:817-827. [PMID: 32978758 DOI: 10.1007/s40266-020-00799-2] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 09/02/2020] [Indexed: 10/23/2022]
Abstract
BACKGROUND In nursing homes, residents with dementia frequently receive potentially inappropriate medications that are associated with an increased risk of adverse events. Despite known sex differences in clinical presentation and sociodemographic characteristics among persons with dementia, few studies have examined sex differences in patterns and predictors of potentially inappropriate medication use. OBJECTIVES The objectives of this study were to examine sex differences in the patterns of antipsychotic and benzodiazepine use in the 180 days following admission to a nursing home, estimate clinical and sociodemographic predictors of antipsychotic and benzodiazepine use in male and female residents, and explore the effects of modification by sex on the predictors of using these drug therapies. METHODS We conducted a retrospective cohort study of 35,169 adults aged 66 years and older with dementia who were newly admitted to nursing homes in Ontario, Canada between 2011 and 2014. Health administrative databases were linked to detailed clinical assessment data collected using the Resident Assessment Instrument (RAI-MDS 2.0). Cox proportional hazards models were adjusted for clinical and sociodemographic covariates to estimate the rate of antipsychotic and benzodiazepine initiation and discontinuation in the 180 days following nursing home admission in the total sample and stratified by sex. Sex-covariate interaction terms were used to assess whether sex modified the association between covariates and the rate of drug therapy initiation or discontinuation following nursing home entry. RESULTS Across 638 nursing homes, our analytical sample included 22,847 females and 12,322 males. At admission, male residents were more likely to be prevalent antipsychotic users than female residents (33.8% vs 28.3%; p < 0.001), and female residents were more likely to be prevalent benzodiazepine users than male residents (17.2% vs 15.3%, p < 0.001). In adjusted models, female residents were less likely to initiate an antipsychotic after admission (hazard ratio [HR] 0.79, 95% confidence interval [CI] 0.73-0.86); however, no sex difference was observed in the rate of benzodiazepine initiation (HR 1.04, 95% CI 0.96-1.12). Female residents were less likely than males to discontinue antipsychotics (HR 0.89, 95% CI 0.81-0.98) and benzodiazepines (HR 0.82, 95% CI 0.75-0.89). Sex modified the association between some covariates and the rate of changes in drug use (e.g., widowed males exhibited an increased rate of antipsychotic discontinuation (p-interaction = 0.03) compared with married males), but these associations were not statistically significant among females. Sex did not modify the effect of frailty on the rates of initiation and discontinuation. CONCLUSIONS Males and females with dementia differed in their exposure to antipsychotics and benzodiazepines at nursing home admission and their patterns of use following admission. A greater understanding of factors driving sex differences in potentially inappropriate medication use may help tailor interventions to reduce exposure in this vulnerable population.
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Affiliation(s)
| | - Colleen J Maxwell
- ICES, Toronto, ON, M4N 3M5, Canada.,School of Pharmacy, University of Waterloo, Waterloo, ON, Canada
| | - Daniel A Harris
- Dalla Lana School of Public Health, University of Toronto, Toronto, ON, Canada
| | | | | | - Kate L Lapane
- University of Massachusetts School of Medicine, Worcester, MA, USA
| | - David B Hogan
- Divison of Geriatric Medicine, Department of Medicine, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada
| | - Paula Rochon
- ICES, Toronto, ON, M4N 3M5, Canada.,Dalla Lana School of Public Health, University of Toronto, Toronto, ON, Canada.,Women's College Research Institute, Women's College Hospital, Toronto, ON, Canada
| | - Nathan Herrmann
- Hurvitz Brain Sciences Research Program, Sunnybrook Research Institute, Toronto, ON, Canada
| | - Susan E Bronskill
- ICES, Toronto, ON, M4N 3M5, Canada. .,Dalla Lana School of Public Health, University of Toronto, Toronto, ON, Canada. .,Women's College Research Institute, Women's College Hospital, Toronto, ON, Canada. .,Hurvitz Brain Sciences Research Program, Sunnybrook Research Institute, Toronto, ON, Canada.
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Bencivenga L, Komici K, Nocella P, Grieco FV, Spezzano A, Puzone B, Cannavo A, Cittadini A, Corbi G, Ferrara N, Rengo G. Atrial fibrillation in the elderly: a risk factor beyond stroke. Ageing Res Rev 2020; 61:101092. [PMID: 32479927 DOI: 10.1016/j.arr.2020.101092] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2019] [Revised: 04/14/2020] [Accepted: 05/23/2020] [Indexed: 12/15/2022]
Abstract
Atrial fibrillation (AF) represents the most common arrhythmia worldwide and its prevalence exponentially increases with age. It is related to increased risk of ischemic stroke or systemic embolism, which determines a significant burden of morbidity and mortality, as widely documented in the literature. AF also constitutes a risk factor for other less investigated conditions, such as heart failure, pulmonary embolism, impairment in physical performance, reduced quality of life, development of disability, mood disorders and cognitive impairment up to dementia. In the elderly population, the management of AF and its complications is particularly complex due to the heterogeneity of the ageing process, the lack of specific evidence-based recommendations, as well as the high grade of comorbidity and disability characterizing the over 65 years aged people. In the present review, we aim to summarize the pieces of the most updated evidence on AF complications beyond stoke, mainly focusing on the elderly population.
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Affiliation(s)
- Leonardo Bencivenga
- Department of Translational Medical Sciences, University of Naples "Federico II", Italy; Department of Advanced Biomedical Sciences, University of Naples "Federico II", Italy
| | - Klara Komici
- Department of Medicine and Health Sciences, University of Molise, Italy
| | - Pierangela Nocella
- Department of Translational Medical Sciences, University of Naples "Federico II", Italy
| | | | - Angela Spezzano
- Department of Translational Medical Sciences, University of Naples "Federico II", Italy
| | - Brunella Puzone
- Department of Translational Medical Sciences, University of Naples "Federico II", Italy
| | - Alessandro Cannavo
- Department of Translational Medical Sciences, University of Naples "Federico II", Italy
| | - Antonio Cittadini
- Department of Translational Medical Sciences, University of Naples "Federico II", Italy
| | - Graziamaria Corbi
- Department of Medicine and Health Sciences, University of Molise, Italy
| | - Nicola Ferrara
- Department of Translational Medical Sciences, University of Naples "Federico II", Italy; Istituti Clinici Scientifici Maugeri SPA, Società Benefit, IRCCS, Istituto Scientifico di Telese Terme, Italy
| | - Giuseppe Rengo
- Department of Translational Medical Sciences, University of Naples "Federico II", Italy; Istituti Clinici Scientifici Maugeri SPA, Società Benefit, IRCCS, Istituto Scientifico di Telese Terme, Italy.
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31
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The association of blood pressure with physical frailty and cognitive function in community-dwelling septuagenarians, octogenarians, and nonagenarians: the SONIC study. Hypertens Res 2020; 43:1421-1429. [PMID: 32641853 DOI: 10.1038/s41440-020-0499-9] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2020] [Revised: 05/19/2020] [Accepted: 05/22/2020] [Indexed: 11/08/2022]
Abstract
We investigated the association of systolic blood pressure (SBP) level with physical frailty and cognitive function in community-dwelling older Japanese. Using the 'Septuagenarians, Octogenarians, Nonagenarians Investigation with Centenarians' survey as the baseline, we performed a cross-sectional analysis of people aged 70 ± 1 (n = 1000), 80 ± 1 (n = 978), and 90 ± 1 (n = 272) years. Medical histories and medications were collected via interviews conducted by medical professionals. Blood pressure (BP), grip strength, gait speed, and cognitive function were examined on site. Trend analysis and multiple regression analysis were used to determine the association of the SBP level with physical frailty and cognitive function. The principal finding was that the association of SBP with physical frailty and cognitive function varied depending on characteristics such as age, physical and cognitive function, and antihypertensive medication use. A lower SBP level was associated with a higher prevalence of physical frailty only among 80-year-olds who were on antihypertensive medication. A significant association was found between higher SBP and lower cognitive function among 70-year-olds, while among 90-year-olds, the opposite was found. No association was found among participants who were 80 years old or among participants of all ages without antihypertensive medication. Our finding that an inverted association between SBP and geriatric syndrome exists suggests that the treatment of older patients must be individualized to prevent geriatric syndrome.
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32
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O'Mahony D, Gudmundsson A, Soiza RL, Petrovic M, Cruz-Jentoft AJ, Cherubini A, Fordham R, Byrne S, Dahly D, Gallagher P, Lavan A, Curtin D, Dalton K, Cullinan S, Flanagan E, Shiely F, Samuelsson O, Sverrisdottir A, Subbarayan S, Vandaele L, Meireson E, Montero-Errasquin B, Rexach-Cano A, Correa Perez A, Lozano-Montoya I, Vélez-Díaz-Pallarés M, Cerenzia A, Corradi S, Soledad Cotorruelo Ferreiro M, Dimitri F, Marinelli P, Martelli G, Fong Soe Khioe R, Eustace J. Prevention of adverse drug reactions in hospitalized older patients with multi-morbidity and polypharmacy: the SENATOR* randomized controlled clinical trial. Age Ageing 2020; 49:605-614. [PMID: 32484850 DOI: 10.1093/ageing/afaa072] [Citation(s) in RCA: 59] [Impact Index Per Article: 14.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2020] [Indexed: 02/03/2023] Open
Abstract
BACKGROUND Multi-morbidity and polypharmacy increase the risk of non-trivial adverse drug reactions (ADRs) in older people during hospitalization. Despite this, there are no established interventions for hospital-acquired ADR prevention. METHODS We undertook a pragmatic, multi-national, parallel arm prospective randomized open-label, blinded endpoint (PROBE) controlled trial enrolling patients at six European medical centres. We randomized 1,537 older medical and surgical patients with multi-morbidity and polypharmacy on admission in a 1:1 ratio to SENATOR software-guided medication optimization plus standard care (intervention, n = 772, mean number of daily medications = 9.34) or standard care alone (control, n = 765, mean number of daily medications = 9.23) using block randomization stratified by site and admission type. Attending clinicians in the intervention arm received SENATOR-generated advice at a single time point with recommendations they could choose to adopt or not. The primary endpoint was occurrence of probable or certain ADRs within 14 days of randomization. Secondary endpoints were primary endpoint derivatives; tertiary endpoints included all-cause mortality, re-hospitalization, composite healthcare utilization and health-related quality of life. RESULTS For the primary endpoint, there was no difference between the intervention and control groups (24.5 vs. 24.8%; OR 0.98; 95% CI 0.77-1.24; P = 0.88). Similarly, with secondary and tertiary endpoints, there were no significant differences. Among attending clinicians in the intervention group, implementation of SENATOR software-generated medication advice points was poor (~15%). CONCLUSIONS In this trial, uptake of software-generated medication advice to minimize ADRs was poor and did not reduce ADR incidence during index hospitalization.
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Affiliation(s)
- Denis O'Mahony
- University College Cork School of Medicine-Medicine Cork Ireland, Cork University Hospital Group, Cork, Ireland
| | | | - Roy L Soiza
- NHS Grampian, University of Aberdeen Institute of Applied Health Sciences-Ageing Clinical and Experimental Research, Aberdeen, UK
| | - Mirko Petrovic
- University of Ghent-Medicine, University Hospital Ghent, Ghent, Belgium
| | | | - Antonio Cherubini
- Italian National Research Center on Aging (IRCCS-INRCA), Geriatrics and Geriatrics Emergency Care, Ancona, Italy
| | - Richard Fordham
- Faculty of Medicine and Health Sciences, University of East Anglia, Norwich, UK
| | - Stephen Byrne
- School of Pharmacy, University College Cork, Cork, Ireland
| | | | - Paul Gallagher
- Cork University Hospital-Geriatric Medicine, Cork, Ireland
| | - Amanda Lavan
- University College Cork, School of Medicine-Geriatrics, Cork, Ireland
| | - Denis Curtin
- University College Cork, School of Medicine-Geriatrics, Cork, Ireland
| | - Kieran Dalton
- University College Cork, National University of Ireland, Pharmaceutical Care Research Group, School of Pharmacy, Cork Ireland
| | - Shane Cullinan
- Royal College of Surgeons, School of Pharmacy, Dublin, Ireland
| | - Evelyn Flanagan
- University College Cork, Clinical Research Facility, Cork, Ireland
| | - Frances Shiely
- University College Cork, School of Epidemiology and Public Health, Cork, Ireland
| | - Olafur Samuelsson
- Landspitali University Hospital, Geriatric Medicine Reykjavik, Iceland
| | | | | | | | | | | | | | | | | | | | - Annarita Cerenzia
- Italian National Research Center on Aging (IRCCS-INRCA), Geriatrics and Geriatrics Emergency Care, Ancona, Italy
| | - Samanta Corradi
- Italian National Research Center on Aging (IRCCS-INRCA), Geriatrics and Geriatrics Emergency Care, Ancona, Italy
| | | | - Federica Dimitri
- Italian National Research Center on Aging (IRCCS-INRCA), Geriatrics and Geriatrics Emergency Care, Ancona, Italy
| | - Paolo Marinelli
- Italian National Research Center on Aging (IRCCS-INRCA), Geriatrics and Geriatrics Emergency Care, Ancona, Italy
| | - Gaia Martelli
- Italian National Research Center on Aging (IRCCS-INRCA), Geriatrics and Geriatrics Emergency Care, Ancona, Italy
| | | | - Joseph Eustace
- University College Cork, National University of Ireland-Clinical Research Facility, Cork, Ireland
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Fozouni L, Lai JC. Frailty as an Immune-Mediated Condition That Leads to an Increased Risk of Acute Cellular Rejection in Liver Transplant Recipients. Clin Liver Dis (Hoboken) 2020; 15:243-245. [PMID: 32617158 PMCID: PMC7326634 DOI: 10.1002/cld.960] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/17/2020] [Revised: 04/04/2020] [Accepted: 04/22/2020] [Indexed: 02/04/2023] Open
Affiliation(s)
- Laila Fozouni
- School of MedicineUniversity of California San FranciscoSan FranciscoCA
| | - Jennifer C. Lai
- Division of Gastroenterology and HepatologyDepartment of MedicineUniversity of California, San FranciscoSan FranciscoCA
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Khera S, Abbasi M, Dabravolskaj J, Sadowski CA, Yua H, Chevalier B. Appropriateness of Medications in Older Adults Living With Frailty: Impact of a Pharmacist-Led Structured Medication Review Process in Primary Care. J Prim Care Community Health 2020; 10:2150132719890227. [PMID: 31808725 PMCID: PMC6900606 DOI: 10.1177/2150132719890227] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/01/2022] Open
Abstract
Background: Older persons with frailty take multiple medications and
are vulnerable to inappropriate prescribing. Objective: This study
assesses the impact of a team-based, pharmacist-led structured medication review
process in primary care on the appropriateness of medications taken by older
adults living with frailty. Methods: This was a quasi-experimental
pretest-posttest design in 6 primary care practices within an academic clinic in
Edmonton, Alberta, Canada. We enrolled community dwelling older adults 65 years
and older with frailty who have polypharmacy and/or 2 or more chronic conditions
(ie, high-risk group for drug-related issues). The intervention was a structured
pharmacist-led medication review using evidence-based explicit criteria (ie,
Beers and STOPP/START criteria) and implicit criteria (ie, pharmacist expertise)
for potentially inappropriate prescribing, done in the context of a primary care
team-based seniors’ program. We measured the changes in the number of
medications pre- and postmedication review, number of medications satisfying
explicit criteria of START and STOPP/Beers and determined the association with
frailty level. Data were analyzed using descriptive and inferential statistics
(a priori significance level of P < .05).
Results: A total of 54 participants (61.1% females, mean age
81.7 years [SD = 6.74]) enrolled April 2017 to May 2018 and 52 participants
completed the medication review process (2 lost to hospitalization).
Drug-related problems noted on medication review were untreated conditions
(61.1%), inappropriate medications (57.4%), and unnecessary therapy (40.7%). No
significant changes in total number of medications taken by patients before and
after, but the intervention significantly decreased number of inappropriate
medications (1.15 meds pre to 0.9 meds post; P = .006).
Conclusion: A pharmacist-led medication review is a strategy
that can be implemented in primary care to address inappropriate
medications.
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Affiliation(s)
- Sheny Khera
- University of Alberta, Edmonton, Alberta, Canada
| | | | | | | | - Hannah Yua
- Edmonton Oliver Primary Care Network, Edmonton, Alberta, Canada
| | - Bernadette Chevalier
- University of Alberta, Edmonton, Alberta, Canada.,University of Queensland, Brisbane, Queensland, Australia
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35
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Cunsolo EM, Viola P. Polypharmacy in otolaryngologic secretory senescence. JOURNAL OF GERONTOLOGY AND GERIATRICS 2020. [DOI: 10.36150/2499-6564-488] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
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36
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Qiao X, Tian X, Liu N, Dong L, Jin Y, Si H, Liu X, Wang C. The association between frailty and medication adherence among community-dwelling older adults with chronic diseases: Medication beliefs acting as mediators. PATIENT EDUCATION AND COUNSELING 2020; 103:S0738-3991(20)30279-2. [PMID: 32461040 DOI: 10.1016/j.pec.2020.05.013] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/01/2019] [Revised: 05/05/2020] [Accepted: 05/11/2020] [Indexed: 05/28/2023]
Abstract
OBJECTIVE To explore the association between frailty and medication adherence by modeling medication beliefs (i.e., necessity and concerns) as mediators among community-dwelling older patients. METHODS This cross-sectional study was conducted among 780 Chinese older patients. Frailty, medication adherence and medication beliefs were assessed using the Comprehensive Frailty Assessment Instrument (CFAI), the 4-item Morisky Medication Adherence Scale (MMAS-4) and the Beliefs about Medicines Questionnaire-Specific (BMQ-Specific), respectively. The PROCESS SPSS Macro version 2.16.3, model 4 was used to test the significance of the indirect effects. RESULTS Frailty was associated with high medication necessity (β = 0.091, p = 0.011) and high medication concerns (β = 0.297, p < 0.001). Medication adherence was positively associated with medication necessity (β = 0.129, p = 0.001), and negatively associated with medication concerns (β = -0.203, p < 0.001). Medication necessity and medication concerns attenuated the total effect of frailty on medication adherence by -13.6% and 70.3%, respectively CONCLUSION: High medication concerns among frail older patients inhibit their medication adherence, which cannot be offset by the positive effect of their high medication necessity on medication adherence. PRACTICE IMPLICATIONS Interventions should target medication beliefs among frail older patients, particularly medication concerns, to efficiently improve their medication adherence.
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Affiliation(s)
- Xiaoxia Qiao
- School of Nursing, Peking University, 100191, Beijing, China.
| | - Xiaoyu Tian
- School of Nursing, Shandong University, 250012, Jinan, China.
| | - Na Liu
- School of Nursing, Shandong University, 250012, Jinan, China.
| | - Lijuan Dong
- School of Nursing, Shandong University, 250012, Jinan, China.
| | - Yaru Jin
- School of Nursing, Peking University, 100191, Beijing, China.
| | - Huaxin Si
- School of Nursing, Peking University, 100191, Beijing, China.
| | - Xinyi Liu
- School of Nursing, Shandong University, 250012, Jinan, China.
| | - Cuili Wang
- School of Nursing, Peking University, 100191, Beijing, China.
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Liu Y, Liu S, Wang K, Liu H. Association of Frailty With Antiplatelet Response Among Elderly Chinese Patients With Coronary Artery Disease Undergoing Percutaneous Coronary Intervention. Clin Appl Thromb Hemost 2020; 26:1076029620915994. [PMID: 32348163 PMCID: PMC7288840 DOI: 10.1177/1076029620915994] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022] Open
Abstract
Frailty has been implicated as a prognostic factor for ischemic cardiovascular diseases. However, the effects of frailty on platelet responses to aspirin and clopidogrel remain under investigation. In this study, we enrolled consecutive elderly patients with coronary artery disease (CAD) who were treated by percutaneous coronary intervention (PCI) to evaluate this association. A total of 264 patients (aged 70-95 years) were included. Patients were divided into 2 groups: a nonfrail (nFR) group and a frail (FR) group according to the Clinical Frailty Scale. Platelet reactivity was assessed with a light transmittance aggregometry method, and arachidonic acid and adenosine diphosphate induced maximum platelet aggregation (AA-MPA/ADP-MPA) were calculated to evaluate the platelet response to aspirin and clopidogrel. The results showed that the AA-MPA and ADP-MPA of the FR group were significantly higher than those in the nFR group (17.49 ± 6.65 vs 15.19 ± 6.33, P < .01; 56.13 ± 10.14 vs 45.45 ± 11.59, P < .01). High on-aspirin platelet response (HAPR) and high on-clopidogrel platelet response (HCPR) were significantly more common in the FR group than in the nFR group (24.67% vs 13.16%, P = .028, 37.33% vs 15.79%, P < .01). According to multivariable regression analyses, frailty was found to be independently associated with AA-MPA (βcoefficient = 1.883, P = .042) and ADP-MPA (βcoefficient = 9.287, P < .001), and it was an independent predictor of HAPR (odds ratio [OR]: 2.696, P < .01) and HCPR (OR: 2.543, P < .01). It was concluded that among elderly patients with CAD undergoing PCI, frailty is an independent predictor of HAPR and HCPR, and the state of frailty is independently associated with the platelet responses to clopidogrel and aspirin.
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Affiliation(s)
- Yang Liu
- Medical School of Chinese People's Liberation Army, Beijing, China.,Department of Cardiology, The 2nd Medical Center of Chinese People's Liberation Army General Hospital, Beijing, China
| | - Shaoyan Liu
- Department of Cardiology, Laiyang Central Hospital, Yantai, China
| | - Keyu Wang
- Clinical Laboratory, The 2nd Medical Center of Chinese People's Liberation Army General Hospital, Beijing, China
| | - Hongbin Liu
- Medical School of Chinese People's Liberation Army, Beijing, China.,Department of Cardiology, The 2nd Medical Center of Chinese People's Liberation Army General Hospital, Beijing, China
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Arain MA, Graham L, Ahmad A, Cole M. Pilot implementation of elder-friendly care practices in acute care setting: a mixed methods study. BMC Health Serv Res 2020; 20:347. [PMID: 32331521 PMCID: PMC7181575 DOI: 10.1186/s12913-020-05091-y] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2019] [Accepted: 03/09/2020] [Indexed: 01/22/2023] Open
Abstract
BACKGROUND Frail older patients are at risk of experiencing a decline in physical and cognitive function unrelated to the reason for admission. The Elder-Friendly Care (EFC) program was designed to improve the care, experiences, and outcomes of frail older adults. The project supported 8 Early Adoption Sites (EAS) in a large Canadian healthcare organization by providing multiple strategies, educational opportunities, and resources. The purpose of this study was to assess the usefulness of EFC educational materials and resources, staff practice changes and perceptions in pilot sites, and readiness for scale and spread. METHODS The study was conducted from May 2017 to June 2018 using a mixed-methods approach incorporating the Kirkpatrick Model of Training/Evaluation. A total of 76 Direct Care Staff participated in the staff survey, which assessed their awareness of, satisfaction with, and utilization of EFC principles, resources, and practices. Additionally, 12 interviews were conducted with staff who were directly involved in site implementation of EFC. RESULTS Most survey participants were aware (86%, n = 63) of the EFC program, and 85% (n = 41) indicated they or their site/unit had implemented EFC. Out of these 41 participants, the most common practice changes identified were: incorporating alternatives to restraint (81%, n = 33), decreased use of pharmacological restraint (78%, n = 32), and patient and family care planning (76%, n = 31). Participants that attended all 3 EFC Learning Workshops (LWs) were significantly more likely to recommend the EFC Toolkit to others (87% versus 40%; χ2 = 8.82, p < 0.01) compared to participants attending less than 3 EFC LWs. Interview participants indicated that the program was well structured and flexible as sites/units could adopt changes that suited their individual sites, needs, contexts, and challenges. CONCLUSIONS The educational materials and resources used for the EFC project are useful and appreciated by the Direct Care Staff. Further, participants perceive the EFC intervention as effective in creating positive practice change and useful in reducing hospital-related complications for older patients. Future implementation will investigate the impact of EFC on system-level outcomes in acute care.
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Affiliation(s)
- Mubashir Aslam Arain
- Alberta Health Services, Health Systems Evaluation and Evidence, Provincial Clinical Excellence, 10301 Southport Lane SW, Calgary, AB, T2W 1S7, Canada.
| | - Laura Graham
- Alberta Health Services, Health Systems Evaluation and Evidence, Provincial Clinical Excellence, 10301 Southport Lane SW, Calgary, AB, T2W 1S7, Canada
| | - Armghan Ahmad
- Alberta Health Services, Health Systems Evaluation and Evidence, Provincial Clinical Excellence, 10301 Southport Lane SW, Calgary, AB, T2W 1S7, Canada
| | - Mollie Cole
- Alberta Health Services, Seniors Health Strategic Clinical Networks, Calgary, AB, Canada
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Mortsiefer A, Wilm S, Santos S, Löscher S, Wollny A, Drewelow E, Ritzke M, Thürmann P, Mann NK, Meyer G, Abraham J, Icks A, Montalbo J, Wiese B, Altiner A. Family conferences and shared prioritisation to improve patient safety in the frail elderly (COFRAIL): study protocol of a cluster randomised intervention trial in primary care. Trials 2020; 21:285. [PMID: 32197631 PMCID: PMC7082941 DOI: 10.1186/s13063-020-4182-x] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2020] [Accepted: 02/18/2020] [Indexed: 01/19/2023] Open
Abstract
Background Frailty in elderly patients is associated with an increased risk of poor health outcomes, including falls, delirium, malnutrition, hospitalisation, and mortality. Because polypharmacy is recognised as a possible major contributor to the pathogenesis of geriatric frailty, reducing inappropriate medication exposure is supposed to be a promising approach to improve health-related quality of life and prevent adverse outcomes. A major challenge for the process of deprescribing of inappropriate polypharmacy is to improve the communication between general practitioner (GPs), patient and family carer. This study investigates the effects of a complex intervention in frail elderly patients with polypharmacy living at home. Methods This is a cluster randomised controlled trial including 136 GPs and 676 patients. Patients with a positive clinical screening for frailty are eligible if they are aged 70 years or older, receiving family or professional nursing care at home, and taking in five or more drugs per day. Exclusion criteria are higher grade of dementia and life expectancy of 6 months or less. The GPs of the intervention group receive an educational training promoting a deprescribing guideline and providing information on how to conduct a family conference focussing on prioritisation of treatment goals concerning drug therapy. During the 1-year intervention, GPs are expected to perform a total of three family conferences, each including a structured medication review with patients and their family carers. GPs of the control group will receive no training and will deliver care as usual. Geriatric assessment of all patients will be performed by study nurses during home visits at baseline and after 6 and 12 months. The primary outcome is the hospitalisation rate during the observation period of 12 months. Secondary outcomes are number and appropriateness of medications, mobility, weakness, cognition, depressive disorder, health-related quality of life, activities of daily living, weight, and costs of health care use. Discussion This study will provide evidence for a pragmatic co-operative and patient-centred educational intervention using family conferences to improve patient safety in frail elderly patients with polypharmacy. Trial registration German Clinical Trials Register, DRKS00015055 (WHO International Clinical Trials Registry Platform [ICTRP]). Registered on 6 February 2019.
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Affiliation(s)
- Achim Mortsiefer
- Institute of General Practice, Medical Faculty, Heinrich-Heine-University, Moorenstr. 5, 40225, Düsseldorf, Germany.
| | - Stefan Wilm
- Institute of General Practice, Medical Faculty, Heinrich-Heine-University, Moorenstr. 5, 40225, Düsseldorf, Germany
| | - Sara Santos
- Institute of General Practice, Medical Faculty, Heinrich-Heine-University, Moorenstr. 5, 40225, Düsseldorf, Germany
| | - Susanne Löscher
- Institute of General Practice, Medical Faculty, Heinrich-Heine-University, Moorenstr. 5, 40225, Düsseldorf, Germany
| | - Anja Wollny
- Institute of General Practice, University Medical Center Rostock, Doberaner Str. 142, 18057, Rostock, Germany
| | - Eva Drewelow
- Institute of General Practice, University Medical Center Rostock, Doberaner Str. 142, 18057, Rostock, Germany
| | - Manuela Ritzke
- Institute of General Practice, University Medical Center Rostock, Doberaner Str. 142, 18057, Rostock, Germany
| | - Petra Thürmann
- Department of Clinical Pharmacology, School of Medicine, Faculty of Health, Witten/Herdecke University, Heusnerstr. 40, 42283, Wuppertal, Germany
| | - Nina-Kristin Mann
- Department of Clinical Pharmacology, School of Medicine, Faculty of Health, Witten/Herdecke University, Heusnerstr. 40, 42283, Wuppertal, Germany
| | - Gabriele Meyer
- Institute for Health and Nursing Science, Medical Faculty, Martin Luther University Halle-Wittenberg, Magdeburger Str. 8, 06112, Halle (Saale), Germany
| | - Jens Abraham
- Institute for Health and Nursing Science, Medical Faculty, Martin Luther University Halle-Wittenberg, Magdeburger Str. 8, 06112, Halle (Saale), Germany
| | - Andrea Icks
- Institute for Health Services and Economics, Centre for Health and Society, Faculty of Medicine, Heinrich-Heine-University Düsseldorf, Moorenstr. 5, 40225, Düsseldorf, Germany
| | - Joseph Montalbo
- Institute for Health Services and Economics, Centre for Health and Society, Faculty of Medicine, Heinrich-Heine-University Düsseldorf, Moorenstr. 5, 40225, Düsseldorf, Germany
| | - Birgitt Wiese
- WG Medical Statistics and IT-Infrastructure, Institute of General Practice, Hannover Medical School, Carl-Neuberg-Str. 1, 30625, Hannover, Germany
| | - Attila Altiner
- Institute of General Practice, University Medical Center Rostock, Doberaner Str. 142, 18057, Rostock, Germany
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Considerations for the optimal management of antibiotic therapy in elderly patients. J Glob Antimicrob Resist 2020; 22:325-333. [PMID: 32165285 DOI: 10.1016/j.jgar.2020.02.022] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2020] [Revised: 02/14/2020] [Accepted: 02/26/2020] [Indexed: 02/07/2023] Open
Abstract
OBJECTIVES To maximise efficacy and minimise toxicity, special considerations are required for antibiotic prescription in elderly patients. This review aims to provide practical suggestions for the optimal management of antibiotic therapy in elderly patients. METHODS This was a narrative review. A literature search of published articles in the last 15 years on antibiotics and elderly patients was performed using the Cochrane Library and PubMed electronic databases. The three priority areas were identified: (i) pharmacokinetics/pharmacodynamics (PK/PD) for optimising dosage regimens and route of administration; (ii) antibiotic dosages in some special subpopulations; and (iii) treatment considerations relating to different antibiotic classes and their adverse events. RESULTS Clinicians should understand the altered PK/PD of drugs in this population owing to co-morbid conditions and normal physiological changes associated with ageing. The body of evidence justifies the need for individualised dose selection, especially in patients with impaired renal and liver function. Clinicians should be aware of the major drug-drug interactions commonly observed in the elderly as well as potential side effects. CONCLUSION Antibiotic therapy in the elderly requires a comprehensive approach, including strategies to improve appropriate antibiotic prescribing, limit their use for uncomplicated infections and ensure the attainment of an optimal PK/PD target. To this purpose, further studies involving the elderly are needed to better understand the PK of antibiotics. Moreover, it is necessary to assess the role therapeutic drug monitoring in guiding antibiotic therapy in elderly patients in order to evaluate its impact on clinical outcome.
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Fozouni L, Mohamad Y, Lebsack A, Freise C, Stock P, Lai JC. Frailty Is Associated With Increased Rates of Acute Cellular Rejection Within 3 Months After Liver Transplantation. Liver Transpl 2020; 26:390-396. [PMID: 31655014 PMCID: PMC7036016 DOI: 10.1002/lt.25669] [Citation(s) in RCA: 21] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/30/2019] [Accepted: 10/15/2019] [Indexed: 12/19/2022]
Abstract
Frailty, a state of decreased physiological reserve, has been associated with dysregulation of the immune system. We hypothesized that frailty is associated with differential rates of acute cellular rejection (ACR) in liver transplantation (LT) recipients. Our study included LT recipients from 2014 to 2016 who had a pre-LT frailty assessment using the liver frailty index (LFI). Frailty was defined as an LFI ≥4.5. ACR at 3 months was ascertained from pathology reports, and immunosuppression regimens were collected from chart review. There were 241 LT recipients who were included: 46 (19%) were classified as frail before LT. Median tacrolimus trough levels, mycophenolate doses, and corticosteroid doses at discharge and 3 months were similar between frail and nonfrail patients. Within 3 months after LT, 7 (15%) frail patients versus 10 (5%) nonfrail patients experienced ACR (P = 0.02). In the univariate analysis, frailty was associated with a higher odds of ACR at 3 months (OR, 3.3; 95% confidence interval, 1.2-9.3; P = 0.02). Bivariate analyses were conducted with covariates that were associated with ACR in the univariate analysis or that were previously associated with either frailty (age and female sex) or ACR (Model for End-Stage Liver Disease score and ascites), as well as relevant immunosuppression variables. In the bivariate analyses, frailty remained significantly associated with ACR at 3 months with an odds ratio relatively similar to the unadjusted value. In conclusion, frailty is associated with an increased rate of ACR within 3 months, despite similar immunosuppression regimens, suggesting that frailty should be considered in immediate post-LT management.
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Affiliation(s)
- Laila Fozouni
- School of Medicine, University of California San Francisco, San Francisco, CA
| | - Yara Mohamad
- Division of Gastroenterology and Hepatology, Department of Medicine, University of California-San Francisco, San Francisco, CA
| | - Adrienne Lebsack
- Division of Gastroenterology and Hepatology, Department of Medicine, University of California-San Francisco, San Francisco, CA
| | - Chris Freise
- Division of Transplant Surgery, Department of Surgery, University of California-San Francisco, San Francisco, CA
| | - Peter Stock
- Division of Transplant Surgery, Department of Surgery, University of California-San Francisco, San Francisco, CA
| | - Jennifer C. Lai
- Division of Gastroenterology and Hepatology, Department of Medicine, University of California-San Francisco, San Francisco, CA
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Tran T, Johnson DF, Balassone J, Tanner F, Chan V, Garrett K. Effect of an integrated clinical pharmacy service with the general medical units on patient flow and medical staff satisfaction: a pre‐ and postintervention study. JOURNAL OF PHARMACY PRACTICE AND RESEARCH 2019. [DOI: 10.1002/jppr.1577] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/09/2023]
Affiliation(s)
- Tim Tran
- Pharmacy Department Austin Health Melbourne Australia
- Centre for Medicine Use and Safety Faculty of Pharmacy and Pharmaceutical Sciences Monash University Melbourne Australia
| | - Douglas Forsyth Johnson
- Department of General Medicine Austin Health Melbourne Australia
- Department of Medicine Austin Health The University of Melbourne Melbourne Australia
| | | | | | - Vincent Chan
- Pharmacy Department Austin Health Melbourne Australia
- Discipline of Pharmacy School of Health and Biomedical Sciences RMIT University Bundoora, Melbourne Australia
| | - Kent Garrett
- Pharmacy Department Austin Health Melbourne Australia
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Mallery L, MacLeod T, Allen M, McLean-Veysey P, Rodney-Cail N, Bezanson E, Steeves B, LeBlanc C, Moorhouse P. Systematic review and meta-analysis of second-generation antidepressants for the treatment of older adults with depression: questionable benefit and considerations for frailty. BMC Geriatr 2019; 19:306. [PMID: 31718566 PMCID: PMC6852920 DOI: 10.1186/s12877-019-1327-4] [Citation(s) in RCA: 33] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2018] [Accepted: 10/23/2019] [Indexed: 11/21/2022] Open
Abstract
Background Frail older adults are commonly prescribed antidepressants. Yet, there is little evidence to determine the efficacy and safety of antidepressants to treat depression with concomitant frailty. To better understand this issue, we examined the efficacy and safety of second-generation antidepressants for the treatment of older adults with depression and then considered implications for frailty. Methods Due to the absence of therapeutic studies of frail older adults with depression, we conducted a systematic review and meta-analysis of double-blind, randomized controlled trials that compared antidepressants versus placebo for adults with depression, age 65 years or older. We searched PubMed/MEDLINE, Cochrane Library, reference lists from meta-analyses/studies, hand searches of publication lists, and related articles on PubMed. Outcomes included rates of response, remission, and adverse events. After evaluating the data, we applied a frailty-informed framework to consider how the evidence could be applied to frailty. Results Nine trials were included in the meta-analysis (n = 2704). Subjects had moderate to severe depression. For older adults with depression, there was no statistically significant difference in response or remission to second-generation antidepressants compared to placebo. Response occurred in 45.3% of subjects receiving an antidepressant compared to 40.5% receiving placebo (RR 1.15, 95% CI: 0.96 – 1.37, p = 0.12, I2 = 71%). Remission occurred in 33.1% with antidepressant versus 31.3% with placebo (RR 1.10, 95% CI: 0.92 – 1.31, p = 0.30, I2 = 56%) (Figure 2 and 3). There were more withdrawals due to adverse events with antidepressants, 13% versus 5.8% (RR 2.30, 95% CI: 1.45–3.63; p < 0.001; I2 = 61%; NNH 14, 95% CI:10–28). Implications for frailty Subjects in the meta-analysis did not have obvious characteristics of frailty. Using framework questions to consider the implications of frailty, we hypothesize that, like older adults, frail individuals with depression may not respond to antidepressants. Further, observational studies suggest that those who are frail may be less responsive to antidepressants compared to the non-frail. Given the vulnerability of frailty, adverse events may be more burdensome. Conclusions Second-generation antidepressants have uncertain benefit for older adults with depression and cause more adverse events compared to placebo. Until further research clarifies benefit, careful consideration of antidepressant prescribing with frailty is warranted.
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Affiliation(s)
- Laurie Mallery
- Division of Geriatric Medicine, Dalhousie University, Halifax, Nova Scotia, Canada.
| | - Tanya MacLeod
- Continuing Professional Development, Dalhousie University, Halifax, Nova Scotia, Canada
| | - Michael Allen
- Continuing Professional Development, Dalhousie University, Halifax, Nova Scotia, Canada
| | - Pamela McLean-Veysey
- Drug Evaluation Unit, Nova Scotia Health Authority, Halifax, Nova Scotia, Canada
| | - Natasha Rodney-Cail
- Drug Evaluation Unit, Nova Scotia Health Authority, Halifax, Nova Scotia, Canada
| | - Evan Bezanson
- Sobeys National Pharmacy Group, Halifax, Nova Scotia, Canada
| | - Brian Steeves
- RK MacDonald Nursing Home, Halifax, Nova Scotia, Canada
| | - Constance LeBlanc
- Continuing Professional Development, Dalhousie University, Halifax, Nova Scotia, Canada
| | - Paige Moorhouse
- Division of Geriatric Medicine, Dalhousie University, Halifax, Nova Scotia, Canada
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Segerlantz M, Axmon A, Gagnemo Persson R, Brun E, Ahlström G. Prescription of pain medication among older cancer patients with and without an intellectual disability: a national register study. BMC Cancer 2019; 19:1040. [PMID: 31684896 PMCID: PMC6829972 DOI: 10.1186/s12885-019-6290-0] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2019] [Accepted: 10/25/2019] [Indexed: 12/15/2022] Open
Abstract
Background The longevity for people with intellectual disability (ID) has significantly increased in developed countries during the past decades. Consequently, the incidence of cancer is expected to increase in this group. The aim of the present study was to investigate the prescription of pain medication in older cancer patients with intellectual disability (ID) compared to older patients in the general population, surviving or living with a cancer diagnosis. Methods This Swedish national registry-based study, included people with ID aged 55 years or older in 2012, and alive at the end of that year (ID cohort, n = 7936). For comparisons, we used a referent cohort, one-to-one matched with the general population by year of birth and sex (gPop cohort, n = 7936). People with at least one diagnosis of cancer during 2002–2012 were identified using the Swedish National Patient Register, resulting in 555 cancer patients with ID and 877 cancer patients from the general population. These two cohorts of cancer patients were compared with respect to prescription of pain medication for the period 2006–2012. Outcome data were aggregated so that each patient was categorized as either having or not having at least one prescription of each investigated drug group during the study period, and relative risks (RRs) for prescription were estimated for prescription in the ID cohort vs the gPop cohort. Results Cancer patients with ID were less likely than cancer patients in the gPop cohort to have at least one prescription of COX inhibitors (RR 0.61) and weak opioids (RR 0.63). They were, however, more likely to be prescribed paracetamol (RR 1.16), antidepressants (RR 2.09), anxiolytics (RR 2.84), and “other hypnotics, sedatives, and neuroleptics” (RR 1.39). No statistically significant differences between the two cohorts were found for strong opioids, antiepileptics, tricyclic antidepressants, or hypnotics and sedatives. Conclusion In the studied cohort of older people surviving or living with cancer, prescriptions for pain-treatment was less common in patients with ID compared to the general population. These results may suggest that pain is not sufficiently treated among cancer patients with ID, a situation that most likely would compromise the quality of life in this group.
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Affiliation(s)
- Mikael Segerlantz
- Department of Clinical Sciences, Oncology and Pathology, Institute for Palliative Care, Faculty of Medicine, Lund University, Lund, Sweden.,Department of Palliative Care and Advanced Home Health Care, Primary Health Care Skane, Region Skane, Lund, Sweden
| | - Anna Axmon
- EPI@LUND (Epidemiology, Population studies, and Infrastructures at Lund University), Division of Occupational and Environmental Medicine, Lund University, Lund, Sweden
| | - Rebecca Gagnemo Persson
- Department of Health Sciences, Faculty of Medicine, Lund University, Box 157, 221 00, Lund, Sweden
| | - Eva Brun
- Department of Clinical Sciences, Oncology and Pathology, Faculty of Medicine, Lund University, Lund, Sweden.,Department of Radiotherapy and Radiophysics, Skane University Hospital, Lund, Sweden
| | - Gerd Ahlström
- Department of Health Sciences, Faculty of Medicine, Lund University, Box 157, 221 00, Lund, Sweden.
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Nguyen TX, Nguyen TN, Nguyen AT, Nguyen HTT, Nguyen TTH, Nguyen TN, Pham T, Vu HTT. Polypharmacy at discharge in older hospitalised patients in Vietnam and its association with frailty. Australas J Ageing 2019; 39:230-236. [PMID: 31677221 DOI: 10.1111/ajag.12722] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2019] [Revised: 08/20/2019] [Accepted: 08/21/2019] [Indexed: 11/30/2022]
Abstract
OBJECTIVES To investigate the prevalence of polypharmacy and the common drugs prescribed at discharge in frail and non-frail older inpatients, and to examine whether frailty is significantly associated with polypharmacy. METHODS Cross-sectional analysis from data of a study about the prevalence of frailty in older inpatients in Vietnam in 2015. Polypharmacy was defined as using ≥5 medications. Frailty was defined by Fried's frailty criteria. RESULTS There were 382 participants, mean age 76.4, 56.5% female and 35.9% frail. At discharge, 59.2% had polypharmacy (62.8% in the frail and 57.1% in the non-frail). Vitamin/supplements were the most common drugs prescribed, followed by antiplatelets. Frailty was not significantly associated with polypharmacy (adjusted OR 1.45, 95% CI 0.89-2.34). CONCLUSIONS The prevalence of polypharmacy at discharge was high in both frail and non-frail participants. The association between frailty and polypharmacy needs to be investigated further in multicentre studies with larger sample sizes in Vietnam.
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Affiliation(s)
- Thanh Xuan Nguyen
- Scientific Research Department, National Geriatric Hospital, Hanoi, Vietnam.,Department of Geriatrics, Hanoi Medical University, Hanoi, Vietnam
| | - Tu N Nguyen
- Scientific Research Department, National Geriatric Hospital, Hanoi, Vietnam.,Westmead Applied Research Centre, Faculty of Medicine and Health, The University of Sydney, Sydney, NSW, Australia
| | - Anh Trung Nguyen
- Scientific Research Department, National Geriatric Hospital, Hanoi, Vietnam.,Department of Geriatrics, Hanoi Medical University, Hanoi, Vietnam
| | - Huong Thi Thu Nguyen
- Scientific Research Department, National Geriatric Hospital, Hanoi, Vietnam.,Department of Geriatrics, Hanoi Medical University, Hanoi, Vietnam
| | - Thu Thi Hoai Nguyen
- Scientific Research Department, National Geriatric Hospital, Hanoi, Vietnam.,Department of Geriatrics, Hanoi Medical University, Hanoi, Vietnam.,Dinh Tien Hoang Institute of Medicine, Hanoi, Vietnam
| | - Tam Ngoc Nguyen
- Scientific Research Department, National Geriatric Hospital, Hanoi, Vietnam.,Department of Geriatrics, Hanoi Medical University, Hanoi, Vietnam
| | - Thang Pham
- Scientific Research Department, National Geriatric Hospital, Hanoi, Vietnam.,Department of Geriatrics, Hanoi Medical University, Hanoi, Vietnam
| | - Huyen Thi Thanh Vu
- Scientific Research Department, National Geriatric Hospital, Hanoi, Vietnam.,Department of Geriatrics, Hanoi Medical University, Hanoi, Vietnam
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Caughey GE, Shakib S, Barratt JD, Roughead EE. Use of Medicines that May Exacerbate Heart Failure in Older Adults: Therapeutic Complexity of Multimorbidity. Drugs Aging 2019; 36:471-479. [PMID: 30875020 DOI: 10.1007/s40266-019-00645-0] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
BACKGROUND Multimorbidity is common in older patients with heart failure (HF), complicating therapeutic management and increasing the risk of harm. OBJECTIVE This study sought to examine the prevalence of medicines for the treatment of comorbid conditions potentially associated with harm in older people, before and after HF hospitalization. METHODS A retrospective cohort study of older people hospitalized with a primary diagnosis of HF over a 12-month period was conducted using administrative health claims data from the Department of Veterans' Affairs (DVA) Australia. We examined the prevalence of medicines that may exacerbate or worsen HF as defined by the American Heart Association (AHA) and Australian HF clinical guidelines, in the 30 days prior and 120 days before and after discharge for HF. RESULTS A total of 4069 older adults were hospitalized for HF during the study period; almost 60% (n = 2435) received at least one medicine associated with an increased risk of harm before hospitalization, with the majority (66.7%, n = 1623) dispensed in the 30 days prior. A small but significant reduction after hospitalization was observed, but 56% (n = 1638) received at least one of these medicines after hospitalization (p = 0.001). Over one-quarter received two or more medicines before hospitalization, and this only reduced to 22% post-hospitalization (p < 0.0001). CONCLUSIONS Little change in the prescribing of potentially harmful medicines for HF was observed; 56% of older adults received at least one following hospitalization for HF, highlighting the therapeutic complexity of multimorbidity in HF. Use of the AHA list to facilitate identification of potentially harmful medicines, followed by prioritization of treatment goals and appropriate risk mitigation are needed to facilitate reduction in hospitalization for patients with HF with multimorbidity.
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Affiliation(s)
- Gillian E Caughey
- Discipline of Pharmacology, Adelaide Medical School, University of Adelaide, North Terrace, Adelaide, 5001, Australia. .,School of Pharmacy and Medical Sciences, University of South Australia, Adelaide, 5001, Australia. .,Clinical Pharmacology, Royal Adelaide Hospital, North Terrace, Adelaide, 5001, Australia.
| | - Sepehr Shakib
- Discipline of Pharmacology, Adelaide Medical School, University of Adelaide, North Terrace, Adelaide, 5001, Australia.,Clinical Pharmacology, Royal Adelaide Hospital, North Terrace, Adelaide, 5001, Australia
| | - John D Barratt
- School of Pharmacy and Medical Sciences, University of South Australia, Adelaide, 5001, Australia
| | - Elizabeth E Roughead
- School of Pharmacy and Medical Sciences, University of South Australia, Adelaide, 5001, Australia
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Abstract
Polypharmacy describes the concomitant use of multiple medicines and represents a growing global challenge attributable to aging populations with an increasing prevalence of multimorbidity. Polypharmacy can be appropriate but is problematic when the increased risk of harm from interactions between drugs or between drugs and diseases or the burden of administering and monitoring medicines outweighs plausible benefits. Polypharmacy has a substantial economic impact in service demand and hospitalization as well as a detrimental impact on patients' quality of life. Apart from causing avoidable harm, polypharmacy can also lead to therapeutic failure, with up to 50% of patients who take four or more medications not taking them as prescribed. Guidance is needed to support patients and clinicians in defining and achieving realistic goals of drug treatment, and system change is necessary to aid implementation. This article outlines lessons from two programs that aim to address these challenges: the Scottish polypharmacy guidance on realistic prescribing and the European Union SIMPATHY project.
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Affiliation(s)
- Alpana Mair
- Effective Prescribing and Therapeutics, Scottish Government, Edinburgh EH1 3DG, United Kingdom;
| | | | - Tobias Dreischulte
- Quality, Safety, and Informatics Research Group, University of Dundee, Dundee DD1 4HN, United Kingdom.,Department of General Practice and Family Medicine, Ludwig Maximilian University Munich, 80366 Munich, Germany
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Khan EU, Hood PA. Nurses' perspectives on pharmacology: why, what and at which point of the curricula should education be delivered? ACTA ACUST UNITED AC 2019; 27:546-553. [PMID: 29791213 DOI: 10.12968/bjon.2018.27.10.546] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Abstract
AIMS AND OBJECTIVES the study aimed to capture the views of nursing students and qualified nurses about pharmacology education and at which point the subject should be taught. BACKGROUND drug errors are common in clinical practice. However, the presence of pharmacology education in nursing curricula varies, with few higher education institutes focusing on the topic in pre-registration years. DESIGN a cross-sectional survey was carried out with 46 pre-registration, 18 post-qualification and 15 post-qualification nurse prescribing course students. RESULTS most agreed that pharmacology education was crucial for practice. Post-qualification participants ranked the topics of ethics and law as applied to pharmacology higher than pre-registration students. Qualified nurses ranked the topic of pharmacokinetics statistically higher than pre-registration students. Equal numbers of qualified participants favoured having pharmacology education as part of pre- and post-qualification programmes, either as a discrete module or incorporated in core modules. Pre-registration participants thought pharmacology education should be integrated throughout the programme. Most participants thought it should be taught face to face in the classroom. CONCLUSION pharmacology education is valued by all nurses. Respondents mostly favoured a gradual integration of the subject in a programme of study, face to face.
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Affiliation(s)
- Ehsan U Khan
- Lecturer, Florence Nightingale Faculty of Nursing, Midwifery and Palliative Care, King's College London
| | - Pauline A Hood
- Lecturer (retired) Florence Nightingale Faculty of Nursing, Midwifery and Palliative Care, King's College London
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Schurig AM, Böhme M, Just KS, Scholl C, Dormann H, Plank-Kiegele B, Seufferlein T, Gräff I, Schwab M, Stingl JC. Adverse Drug Reactions (ADR) and Emergencies. DEUTSCHES ARZTEBLATT INTERNATIONAL 2019; 115:251-258. [PMID: 29735005 DOI: 10.3238/arztebl.2018.0251] [Citation(s) in RCA: 36] [Impact Index Per Article: 7.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/07/2017] [Revised: 07/07/2017] [Accepted: 01/23/2018] [Indexed: 01/25/2023]
Abstract
BACKGROUND Adverse drug reactions (ADR) are a common reason for emergency room visits and for hospitalization. An ADR is said to have occurred when the patient's symptoms and signs are considered to be possibly, probably, or definitely related to the intake of a drug. METHODS In four large hospital emergency departments, one in each of four German cities ( Ulm, Fürth, Bonn, and Stuttgart), the percentage of suspected ADR cases among all patients presenting to the emergency room was determined during a 30-day period of observation. ADRs were ascertained by screening the digital records of all patients seen in the emergency room; causality was assessed as specified by the WHO-UMC (Uppsala Monitoring Center). RESULTS ADR were sought in a total of 10 174 emergency department visits. 665 cases of suspected ADR were found, yielding a prevalence of 6.5%. The prevalence of ADR among patients with documented drug intake was 11.6%. Among the patients with documented suspected ADRs, 89% were hospitalized (in contrast to the 43.7% hospitalization rate in the entire group of 10 174 emergency department visits). A possible causal relationship between the patient's symptoms and signs and the intake of a drug was found in 74-84% of cases. Patients with ADR were found to be taking a median of 7 different drugs simultaneously. CONCLUSION Adverse drug reactions are a relevant cause of emergency department visits, accounting for 6.5% of the total visits in this study, and often lead to hospital admission. The ADRED (Adverse Drug Reactions in Emergency Departments) study, which is now being conducted, is intended to shed further light on their causes, patient risk factors, and potential avoidability.
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Affiliation(s)
- A Marlen Schurig
- Research Department, Federal Institute for Drugs and Medical Devices, Bonn; Central Emergency Department, Hospital Fürth; Internal Medicine Emergency Department, Ulm University Medical Center; Interdisciplinary Emergency Department (INZ), University Hospital of Bonn; Dr. Margarete Fischer Bosch Institute of Clinical Pharmacology (IKP), Stuttgart; Institute for Clinical Pharmacology and Institute for Pharmacy and Biochemistry, University Hospital Tübingen; German Cancer Consortium (DKTK) and German Cancer Research Center (DKFZ) Heidelberg; Center for Translational Medicine, Medical Faculty, University Bonn
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Bolina AF, Gomes NC, Marchiori GF, Pegorari MS, Tavares DMDS. Potentially inappropriate medication use and frailty phenotype among community-dwelling older adults: A population-based study. J Clin Nurs 2019; 28:3914-3922. [PMID: 31240751 DOI: 10.1111/jocn.14976] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2019] [Revised: 05/09/2019] [Accepted: 05/26/2019] [Indexed: 01/10/2023]
Abstract
AIMS AND OBJECTIVES To investigate the association between potentially inappropriate medication use and frailty phenotype among community-dwelling older adults and to identify factors associated with the use of these drugs according to frailty condition. BACKGROUND There is insufficient evidence about the association between inappropriate medication use and the condition of frailty, particularly among community-dwelling older adults. Therefore, data obtained from population surveys should be made available in order to support the development of clinical guidelines about the prevention of frailty. DESIGN This was a cross-sectional study conducted according to the STROBE Checklist. METHODS This population-based study was conducted on 1,607 older adults. Potentially inappropriate medication use was assessed according to Beers criteria and frailty syndrome was determined according to the phenotype proposed by Fried and colleagues. Data were analysed statistically using multinomial or binary logistic regression models. RESULTS About 13.6% of the subjects were frail, and 36.8% used at least one inappropriate medication. The adjusted model indicated that, the more potentially inappropriate medication use, the higher the prevalence of frailty, prefrailty and the walking slowness component. Female gender, one or more years of schooling, five or more reported morbidities, and instrumental dependence regarding daily life activities were factors associated with potentially inappropriate medication use in the nonfrail group. CONCLUSION Inappropriate medication use was prevalent among community-living older adults, and its presence was associated with the occurrence of frailty. RELEVANCE TO CLINICAL PRACTICE Primary care nurses are the professionals with the greatest contact with the older adults in the community. Thus, the results support the inclusion of the assessment of potentially inappropriate medication use in the routine of nursing consultation. In case of a positive screening, the older person should be referred to geriatric evaluation in order to optimise drug treatment for the prevention of frailty.
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