ArticleBMC medicine2021
The impact of high-risk medications on mortality risk among older adults with polypharmacy: evidence from the English Longitudinal Study of Ageing.
Article in BMC medicine, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 20 papers.
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Who cites it
20 citing papers in PubMed, 21 citations in OpenAlex.
- Development and Validation of an XGBoost-SHAP Model for Predicting Adverse Outcomes in Elderly Cardiovascular Patients With Polypharmacy: A Retrospective Cohort Study.Pharmacology research & perspectives · 2026Article
- Assessing Associations of Three Types of Higher-Risk Medication Use and Mortality in Older Adults.Journal of the American Geriatrics Society · 2026Article
- Out-of-Pocket Healthcare Expenditures Associated with Prescription Opioid Use in Older Adults with Non-cancer Chronic Pain.Drugs & aging · 2026Article
- Multi-Institutional Drug Use Patterns in Hospitalized Older Patients: Retrospective Cross-Sectional Study.JMIR medical informatics · 2026Article
- CNS-active medication use and adverse health outcomes among Thai older adults: a population-based retrospective study.Scientific reports · 2026Article
- Polypharmacy and Drug-Drug Interaction Architecture in Hospitalized Cardiovascular Patients: Insights from Real-World Analysis.Biomedicines · 2026Article
- Risk of opioid overdose associated with concurrent use of hydrocodone and CYP3A4-inhibiting calcium channel blockers: a population-based cohort study.American journal of epidemiology · 2025Article
- Opioid Tapering and Opioid Overdose, Opioid Use Disorder, and Mortality Among Older Adults: A Nested Case-Control Study.Journal of general internal medicine · 2025Article
- Article
- Community-level social capital and polypharmacy among public assistance recipients in Japan: A multilevel cross-sectional study.SSM - population health · 2025Article
- Associated factors of oral frailty in older adults with long-term T2DM duration of more than 10 years.BMC geriatrics · 2025Article
- Polypharmacy or potentially inappropriate medications among older adults with COVID-19 in a secondary hospital in China and their association with mortality.Scientific reports · 2025Article
- Polypharmacy, anticholinergic burden and oral microbiome among U.S. middle-aged and older adults: a representative national survey.Journal of oral microbiology · 2025Article
- Associations of high-risk drug patterns with mortality among community-dwelling older adults: A 23-year prospective cohort study.PloS one · 2025Article
- Prevalence of central nervous system-active polypharmacy in a cohort of older adults in Argentina.BJPsych open · 2024Article
- Number of medically prescribed pharmaceutical agents as predictor of mortality risk: a longitudinal, time-variable analysis in the EPIC-Heidelberg cohort.Scientific reports · 2024Article
- Cocaine-involved suspected suicide attempts in individuals age 50 and older reported to United States Poison Centers.Clinical toxicology (Philadelphia, Pa.) · 2023Article
- The epidemiology and clinical features of personality disorders in later life; a study of secondary care data.International journal of geriatric psychiatry · 2022Article
- Survival of Frail Elderly with Delirium.International journal of environmental research and public health · 2022Article
- Pharmacology Knowledge Among Nurses Working in Nursing Homes in Norway: A Cross-Sectional Study.SAGE open nursingReview
Corrections and comments
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Authors and funding
4 authors at 2 institutions in 1 country.
Funding
Abstract
backgroundPolypharmacy is common among older people and is associated with an increased mortality risk. However, little is known about whether the mortality risk is related to specific medications among older adults with polypharmacy. This study therefore aimed to investigate associations between high-risk medications and all-cause and cause-specific mortality among older adults with polypharmacy.
methodsThis study included 1356 older adults with polypharmacy (5+ long-term medications a day for conditions or symptoms) from Wave 6 (2012/2013) of the English Longitudinal Study of Ageing. First, using the agglomerative hierarchical clustering method, participants were grouped according to the use of 14 high-risk medication categories. Next, the relationship between the high-risk medication patterns and all-cause and cause-specific mortality (followed up to April 2018) was examined. All-cause mortality was assessed by Cox proportional hazards model and competing-risk regression was employed for cause-specific mortality.
resultsFive high-risk medication patterns-a renin-angiotensin-aldosterone system (RAAS) inhibitors cluster, a mental health drugs cluster, a central nervous system (CNS) drugs cluster, a RAAS inhibitors and antithrombotics cluster, and an antithrombotics cluster-were identified. The mental health drugs cluster showed increased risks of all-cause (HR = 1.55, 95%CI = 1.05, 2.28) and cardiovascular disease (CVD) (SHR = 2.11, 95%CI = 1.10, 4.05) mortality compared with the CNS drug cluster over 6 years, while others showed no differences in mortality. Among these patterns, the mental health drugs cluster showed the highest prevalence of antidepressants (64.1%), benzodiazepines (10.4%), antipsychotics (2.4%), antimanic agents (0.7%), opioids (33.2%), and muscle relaxants (21.5%). The findings suggested that older adults with polypharmacy who took mental health drugs (primarily antidepressants), opioids, and muscle relaxants were at higher risk of all-cause and CVD mortality, compared with those who did not take these types of medications.
conclusionsThis study supports the inclusion of opioids in the current guidance on structured medication reviews, but it also suggests that older adults with polypharmacy who take psychotropic medications and muscle relaxants are prone to adverse outcomes and therefore may need more attention. The reinforcement of structured medication reviews would contribute to early intervention in medication use which may consequently reduce medication-related problems and bring clinical benefits to older adults with polypharmacy.
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