Documentdetail
ID kaart

doi:10.1186/s12916-024-03384-1...

Auteur
Sánchez-Valle, Jon Correia, Rion Brattig Camacho-Artacho, Marta Lepore, Rosalba Mattos, Mauro M. Rocha, Luis M. Valencia, Alfonso
Langue
en
Editor

BioMed Central

Categorie

Medicine & Public Health

Jaar

2024

vermelding datum

24-04-2024

Trefwoorden
drug–drug interactions polypharmacy multimorbidity electronic health records health finally ddi differences study indianapolis administration analysis gender prevalence individuals
Metriek

Beschrijving

Background The co-administration of drugs known to interact greatly impacts morbidity, mortality, and health economics.

This study aims to examine the drug–drug interaction (DDI) phenomenon with a large-scale longitudinal analysis of age and gender differences found in drug administration data from three distinct healthcare systems.

Methods This study analyzes drug administrations from population-wide electronic health records in Blumenau (Brazil; 133 K individuals), Catalonia (Spain; 5.5 M individuals), and Indianapolis (USA; 264 K individuals).

The stratified prevalences of DDI for multiple severity levels per patient gender and age at the time of administration are computed, and null models are used to estimate the expected impact of polypharmacy on DDI prevalence.

Finally, to study actionable strategies to reduce DDI prevalence, alternative polypharmacy regimens using drugs with fewer known interactions are simulated.

Results A large prevalence of co-administration of drugs known to interact is found in all populations, affecting 12.51%, 12.12%, and 10.06% of individuals in Blumenau, Indianapolis, and Catalonia, respectively.

Despite very different healthcare systems and drug availability, the increasing prevalence of DDI as patients age is very similar across all three populations and is not explained solely by higher co-administration rates in the elderly.

In general, the prevalence of DDI is significantly higher in women — with the exception of men over 50 years old in Indianapolis.

Finally, we show that using proton pump inhibitor alternatives to omeprazole (the drug involved in more co-administrations in Catalonia and Blumenau), the proportion of patients that are administered known DDI can be reduced by up to 21% in both Blumenau and Catalonia and 2% in Indianapolis.

Conclusions DDI administration has a high incidence in society, regardless of geographic, population, and healthcare management differences.

Although DDI prevalence increases with age, our analysis points to a complex phenomenon that is much more prevalent than expected, suggesting comorbidities as key drivers of the increase.

Furthermore, the gender differences observed in most age groups across populations are concerning in regard to gender equity in healthcare.

Finally, our study exemplifies how electronic health records’ analysis can lead to actionable interventions that significantly reduce the administration of known DDI and its associated human and economic costs.

Sánchez-Valle, Jon,Correia, Rion Brattig,Camacho-Artacho, Marta,Lepore, Rosalba,Mattos, Mauro M.,Rocha, Luis M.,Valencia, Alfonso, 2024, Prevalence and differences in the co-administration of drugs known to interact: an analysis of three distinct and large populations, BioMed Central

Document

Openen

Delen

Bron

Artikelen aanbevolen door ES/IODE AI

Choice Between Partial Trajectories: Disentangling Goals from Beliefs
agents models aligned based bootstrapped learning reward function model return choice choices partial