Polypharmacy as an ordered indicator of therapeutic complexity in a national cardiovascular prevention programme

Background: The prevalence of polypharmacy has been rising worldwide, most studies focuses on older adults. However, little is known about patterns and determinants of polypharmacy in middle-aged individuals engaged in structured national prevention programmes. This exploratory study examines how clinical characteristics, comorbidity structure, and system-level actions relate to increasing medication burden in participants of the Polish Prophylaxis 40 PLUS prevention programme, which focuses on the prevention and early detection of lifestyle-related (civilization) diseases, particularly cardiovascular conditions. Methods: A cohort of 151 adults aged ≥40 years was stratified into three ordinal polypharmacy categories (5, 6, ≥7 drugs). Patients demographics, lifestyle behaviours, blood-pressure measures, ICD-10 comorbidity blocks, and indicators of medical actions were analysed. Ordinal proportional-odds regression (forward and backward stepwise selection) was performed with multimorbidity included as an adjustment covariate. Bootstrap resampling (B = 200) assessed parameter stability. Results: Circulatory system diseases (ICD-10 I) were consistently associated with higher odds of belonging to a higher polypharmacy category (OR 2.3-2.6). Normalisation of previously irregular heart rhythm strongly predicted higher medication burden (OR 6.0-8.4). Sensory system diseases (ICD-10 H) were also positively associated with polypharmacy, whereas nervous-system diseases (ICD-10 G) showed an inverse relationship. Higher baseline diastolic blood pressure was negatively associated with medication count (OR 0.93-0.95 per mmHg). Educational attainment demonstrated a weaker, exploratory positive association. Bootstrap analysis confirmed the robustness of the main predictors (ICD-10 I, ICD-10 G/H, heart-rhythm change, baseline DBP). Conclusion: In middle-aged adults within a Polish national prevention programme, polypharmacy reflects treatment intensity and system-level complexity rather than multimorbidity alone. Cardiovascular disease, rhythm-control interventions, and multi-specialty care were associated with higher medication burden. These findings highlight the importance of integrating structured medication review, targeted deprescribing, and equitable preventive pharmacotherapy into cardiovascular prevention pathways.

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Journal
Frontiers in Pharmacology
Published
2026-04-21
DOI
https://doi.org/10.3389/fphar.2026.1806974
Primary Topic
Pharmaceutical Practices and Patient Outcomes
Type
article
Field-Weighted Citation Impact
0.00

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article

Polypharmacy as an ordered indicator of therapeutic complexity in a national cardiovascular prevention programme

Marek Tradecki, Grzegorz Kubielas, B Uchmanowicz, E V Vellone et al.
Frontiers in Pharmacology
Pharmaceutical Practices and Patient Outcomes
article

Polypharmacy as an ordered indicator of therapeutic complexity in a national cardiovascular prevention programme

Marek Tradecki, Grzegorz Kubielas, B Uchmanowicz, E V Vellone, Olga Fedorowicz, Michał Czapla, Jacek Gonos
article en

Abstract

Background: The prevalence of polypharmacy has been rising worldwide, most studies focuses on older adults. However, little is known about patterns and determinants of polypharmacy in middle-aged individuals engaged in structured national prevention programmes. This exploratory study examines how clinical characteristics, comorbidity structure, and system-level actions relate to increasing medication burden in participants of the Polish Prophylaxis 40 PLUS prevention programme, which focuses on the prevention and early detection of lifestyle-related (civilization) diseases, particularly cardiovascular conditions. Methods: A cohort of 151 adults aged ≥40 years was stratified into three ordinal polypharmacy categories (5, 6, ≥7 drugs). Patients demographics, lifestyle behaviours, blood-pressure measures, ICD-10 comorbidity blocks, and indicators of medical actions were analysed. Ordinal proportional-odds regression (forward and backward stepwise selection) was performed with multimorbidity included as an adjustment covariate. Bootstrap resampling (B = 200) assessed parameter stability. Results: Circulatory system diseases (ICD-10 I) were consistently associated with higher odds of belonging to a higher polypharmacy category (OR 2.3-2.6). Normalisation of previously irregular heart rhythm strongly predicted higher medication burden (OR 6.0-8.4). Sensory system diseases (ICD-10 H) were also positively associated with polypharmacy, whereas nervous-system diseases (ICD-10 G) showed an inverse relationship. Higher baseline diastolic blood pressure was negatively associated with medication count (OR 0.93-0.95 per mmHg). Educational attainment demonstrated a weaker, exploratory positive association. Bootstrap analysis confirmed the robustness of the main predictors (ICD-10 I, ICD-10 G/H, heart-rhythm change, baseline DBP). Conclusion: In middle-aged adults within a Polish national prevention programme, polypharmacy reflects treatment intensity and system-level complexity rather than multimorbidity alone. Cardiovascular disease, rhythm-control interventions, and multi-specialty care were associated with higher medication burden. These findings highlight the importance of integrating structured medication review, targeted deprescribing, and equitable preventive pharmacotherapy into cardiovascular prevention pathways.

Frontiers in PharmacologyVol. 17
University of Rome Tor Vergata (IT), Universitat de València (ES), Social Insurance Institute (GR), Wroclaw Medical University (PL), National Health Insurance Fund (RS), Health Care Foundation (CA), National University of La Rioja (AR)
Uniwersytet Medyczny im. Piastów Slaskich we Wroclawiu
Openalex Percentile: Top 20%
Pharmaceutical Practices and Patient Outcomes
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