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Changes in Multimorbidity and Polypharmacy Patterns in Young and Adult Population over a 4-Year Period: A 2011–2015 Comparison Using Real-World Data
The pressing problem of multimorbidity and polypharmacy is aggravated by the lack of specific care models for this population. We aimed to investigate the evolution of multimorbidity and polypharmacy patterns in a given population over a 4-year period (2011–2015). A cross-sectional, observational st...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8122591/ https://www.ncbi.nlm.nih.gov/pubmed/33919351 http://dx.doi.org/10.3390/ijerph18094422 |
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author | Mucherino, Sara Gimeno-Miguel, Antonio Carmona-Pirez, Jonas Gonzalez-Rubio, Francisca Ioakeim-Skoufa, Ignatios Moreno-Juste, Aida Orlando, Valentina Aza-Pascual-Salcedo, Mercedes Poblador-Plou, Beatriz Menditto, Enrica Prados-Torres, Alexandra |
author_facet | Mucherino, Sara Gimeno-Miguel, Antonio Carmona-Pirez, Jonas Gonzalez-Rubio, Francisca Ioakeim-Skoufa, Ignatios Moreno-Juste, Aida Orlando, Valentina Aza-Pascual-Salcedo, Mercedes Poblador-Plou, Beatriz Menditto, Enrica Prados-Torres, Alexandra |
author_sort | Mucherino, Sara |
collection | PubMed |
description | The pressing problem of multimorbidity and polypharmacy is aggravated by the lack of specific care models for this population. We aimed to investigate the evolution of multimorbidity and polypharmacy patterns in a given population over a 4-year period (2011–2015). A cross-sectional, observational study among the EpiChron Cohort, including anonymized demographic, clinical and drug dispensation information of all users of the public health system ≥65 years in Aragon (Spain), was performed. An exploratory factor analysis, stratified by age and sex, using an open cohort was carried out based on the tetra-choric correlations among chronic diseases and dispensed drugs during 2011 and compared with 2015. Seven baseline patterns were identified during 2011 named as: mental health, respiratory, allergic, mechanical pain, cardiometabolic, osteometabolic, and allergic/derma. Of the epidemiological patterns identified in 2015, six were already present in 2011 but a new allergic/derma one appeared. Patterns identified in 2011 were more complex in terms of both disease and drugs. Results confirmed the existing association between age and clinical complexity. The systematic associations between diseases and drugs remain similar regarding their clinical nature over time, helping in early identification of potential interactions in multimorbid patients with a high risk of negative health outcomes due to polypharmacy. |
format | Online Article Text |
id | pubmed-8122591 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-81225912021-05-16 Changes in Multimorbidity and Polypharmacy Patterns in Young and Adult Population over a 4-Year Period: A 2011–2015 Comparison Using Real-World Data Mucherino, Sara Gimeno-Miguel, Antonio Carmona-Pirez, Jonas Gonzalez-Rubio, Francisca Ioakeim-Skoufa, Ignatios Moreno-Juste, Aida Orlando, Valentina Aza-Pascual-Salcedo, Mercedes Poblador-Plou, Beatriz Menditto, Enrica Prados-Torres, Alexandra Int J Environ Res Public Health Article The pressing problem of multimorbidity and polypharmacy is aggravated by the lack of specific care models for this population. We aimed to investigate the evolution of multimorbidity and polypharmacy patterns in a given population over a 4-year period (2011–2015). A cross-sectional, observational study among the EpiChron Cohort, including anonymized demographic, clinical and drug dispensation information of all users of the public health system ≥65 years in Aragon (Spain), was performed. An exploratory factor analysis, stratified by age and sex, using an open cohort was carried out based on the tetra-choric correlations among chronic diseases and dispensed drugs during 2011 and compared with 2015. Seven baseline patterns were identified during 2011 named as: mental health, respiratory, allergic, mechanical pain, cardiometabolic, osteometabolic, and allergic/derma. Of the epidemiological patterns identified in 2015, six were already present in 2011 but a new allergic/derma one appeared. Patterns identified in 2011 were more complex in terms of both disease and drugs. Results confirmed the existing association between age and clinical complexity. The systematic associations between diseases and drugs remain similar regarding their clinical nature over time, helping in early identification of potential interactions in multimorbid patients with a high risk of negative health outcomes due to polypharmacy. MDPI 2021-04-21 /pmc/articles/PMC8122591/ /pubmed/33919351 http://dx.doi.org/10.3390/ijerph18094422 Text en © 2021 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Mucherino, Sara Gimeno-Miguel, Antonio Carmona-Pirez, Jonas Gonzalez-Rubio, Francisca Ioakeim-Skoufa, Ignatios Moreno-Juste, Aida Orlando, Valentina Aza-Pascual-Salcedo, Mercedes Poblador-Plou, Beatriz Menditto, Enrica Prados-Torres, Alexandra Changes in Multimorbidity and Polypharmacy Patterns in Young and Adult Population over a 4-Year Period: A 2011–2015 Comparison Using Real-World Data |
title | Changes in Multimorbidity and Polypharmacy Patterns in Young and Adult Population over a 4-Year Period: A 2011–2015 Comparison Using Real-World Data |
title_full | Changes in Multimorbidity and Polypharmacy Patterns in Young and Adult Population over a 4-Year Period: A 2011–2015 Comparison Using Real-World Data |
title_fullStr | Changes in Multimorbidity and Polypharmacy Patterns in Young and Adult Population over a 4-Year Period: A 2011–2015 Comparison Using Real-World Data |
title_full_unstemmed | Changes in Multimorbidity and Polypharmacy Patterns in Young and Adult Population over a 4-Year Period: A 2011–2015 Comparison Using Real-World Data |
title_short | Changes in Multimorbidity and Polypharmacy Patterns in Young and Adult Population over a 4-Year Period: A 2011–2015 Comparison Using Real-World Data |
title_sort | changes in multimorbidity and polypharmacy patterns in young and adult population over a 4-year period: a 2011–2015 comparison using real-world data |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8122591/ https://www.ncbi.nlm.nih.gov/pubmed/33919351 http://dx.doi.org/10.3390/ijerph18094422 |
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