Evidence map›Paper›PMID 42056610›Full record

ArticleDrugs & aging2026

Cardiovascular-Related Polypharmacy and Its Association with Liver and Kidney Function: A Cross-Sectional Study Using Primary Care Data.

Caroline Trin, Harvey Jia Wei Koh, Zhomart Orman, Dianna J Magliano, Ella Zomer, Zanfina Ademi, Stella Talic

Abstract read
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Article in Drugs & aging, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

What it found

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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

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3 · Its place in the literature

Who cites it

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4 · The record

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5 · Who and what money

Authors and funding

7 authors.

Caroline TrinPharmacoEpidemiology Research Group, School of Public Health and Preventive Medicine, Monash University, 553 St Kilda Road, Alfred Precinct, Melbourne, VIC, 3004, Australia.
Harvey Jia Wei KohPharmacoEpidemiology Research Group, School of Public Health and Preventive Medicine, Monash University, 553 St Kilda Road, Alfred Precinct, Melbourne, VIC, 3004, Australia.
Zhomart OrmanPharmacoEpidemiology Research Group, School of Public Health and Preventive Medicine, Monash University, 553 St Kilda Road, Alfred Precinct, Melbourne, VIC, 3004, Australia.
Dianna J MaglianoPharmacoEpidemiology Research Group, School of Public Health and Preventive Medicine, Monash University, 553 St Kilda Road, Alfred Precinct, Melbourne, VIC, 3004, Australia.
Ella ZomerPharmacoEpidemiology Research Group, School of Public Health and Preventive Medicine, Monash University, 553 St Kilda Road, Alfred Precinct, Melbourne, VIC, 3004, Australia.
Zanfina AdemiPharmacoEpidemiology Research Group, School of Public Health and Preventive Medicine, Monash University, 553 St Kilda Road, Alfred Precinct, Melbourne, VIC, 3004, Australia.
Stella TalicPharmacoEpidemiology Research Group, School of Public Health and Preventive Medicine, Monash University, 553 St Kilda Road, Alfred Precinct, Melbourne, VIC, 3004, Australia. Stella.Talic@monash.edu.ORCID http://orcid.org/0000-0001-7739-3381

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundIndividuals at high risk of cardiovascular disease (CVD) often require multiple concurrent medications, resulting in polypharmacy. Although necessary for disease management, polypharmacy may increase the risk of adverse outcomes, including kidney and liver dysfunction. This study aimed to examine the association between CVD-related polypharmacy and biochemical indicators of kidney and liver dysfunction among patients prescribed lipid-lowering therapy in Australian primary care.

methodsWe conducted a retrospective cross-sectional study of electronic medical records of adults prescribed lipid lowering therapy between January 2013 and December 2022. CVD-related polypharmacy was defined as the concurrent use of more than five cardiovascular medications within a 365-day sliding window. Liver dysfunction was defined by elevated alanine aminotransferase (ALT), aspartate aminotransferase (AST), or bilirubin levels and kidney dysfunction was defined by reduced estimated glomerular filtration rate (eGFR). Multivariable logistic regression was used to assess associations, adjusting for age, sex, and comorbidities.

resultsAmong 13,568 participants (median age 63 years, interquartile range [IQR] 54-72; 54% male), 33.7% had CVD-related polypharmacy. Diabetes (odds ratio [OR] 5.40, 95% confidence interval [CI] 4.96-5.93), chronic kidney disease (OR 2.39, 95% CI 2.00-2.86), and hypertension (OR 1.91, 95% CI 1.75-2.07) were significant predictors. Older adults (≥80 years) had higher odds of CVD-related polypharmacy (OR 8.17, 95% CI 5.47-12.21). CVD-related polypharmacy was significantly associated with kidney dysfunction (OR 1.45, 95% CI 1.30-1.62), but not statistically significantly associated with liver dysfunction (OR 1.19, 95% CI 0.59-2.37).

conclusionCVD-related polypharmacy is common among individuals receiving lipid-lowering therapy and is strongly linked to ageing and multimorbidity. Its association with kidney dysfunction suggests an interplay between cardiovascular risk, physiological decline, and treatment burden, highlighting the need for integrated, patient-centred prescribing in high-risk populations.

Indexed as

Cardiovascular AgentsCardiovascular DiseasesKidneyLiverPolypharmacyAgedCross-Sectional StudiesFemaleHumansLiver DiseasesMaleMiddle AgedPrimary Health CareRetrospective StudiesCardiovascular Agents

Identifiers

PMID42056610
PMCPMC13149621

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.