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Novel multimorbidity clusters in people with eczema and asthma: a population-based cluster analysis
Eczema and asthma are allergic diseases and two of the commonest chronic conditions in high-income countries. Their co-existence with other allergic conditions is common, but little research exists on wider multimorbidity with these conditions. We set out to identify and compare clusters of multimor...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Nature Publishing Group UK
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9760185/ https://www.ncbi.nlm.nih.gov/pubmed/36529816 http://dx.doi.org/10.1038/s41598-022-26357-x |
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author | Mulick, Amy R. Henderson, Alasdair D. Prieto-Merino, David Mansfield, Kathryn E. Matthewman, Julian Quint, Jennifer K. Lyons, Ronan A. Sheikh, Aziz McAllister, David A. Nitsch, Dorothea Langan, Sinéad M. |
author_facet | Mulick, Amy R. Henderson, Alasdair D. Prieto-Merino, David Mansfield, Kathryn E. Matthewman, Julian Quint, Jennifer K. Lyons, Ronan A. Sheikh, Aziz McAllister, David A. Nitsch, Dorothea Langan, Sinéad M. |
author_sort | Mulick, Amy R. |
collection | PubMed |
description | Eczema and asthma are allergic diseases and two of the commonest chronic conditions in high-income countries. Their co-existence with other allergic conditions is common, but little research exists on wider multimorbidity with these conditions. We set out to identify and compare clusters of multimorbidity in people with eczema or asthma and people without. Using routinely-collected primary care data from the U.K. Clinical Research Practice Datalink GOLD, we identified adults ever having eczema (or asthma), and comparison groups never having eczema (or asthma). We derived clusters of multimorbidity from hierarchical cluster analysis of Jaccard distances between pairs of diagnostic categories estimated from mixed-effects logistic regressions. We analysed 434,422 individuals with eczema (58% female, median age 47 years) and 1,333,281 individuals without (55% female, 47 years), and 517,712 individuals with asthma (53% female, 44 years) and 1,601,210 individuals without (53% female, 45 years). Age at first morbidity, sex and having eczema/asthma affected the scope of multimorbidity, with women, older age and eczema/asthma being associated with larger morbidity clusters. Injuries, digestive, nervous system and mental health disorders were more commonly seen in eczema and asthma than control clusters. People with eczema and asthma of all ages and both sexes may experience greater multimorbidity than people without eczema and asthma, including conditions not previously recognised as contributing to their disease burden. This work highlights areas where there is a critical need for research addressing the burden and drivers of multimorbidity in order to inform strategies to reduce poor health outcomes. |
format | Online Article Text |
id | pubmed-9760185 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-97601852022-12-19 Novel multimorbidity clusters in people with eczema and asthma: a population-based cluster analysis Mulick, Amy R. Henderson, Alasdair D. Prieto-Merino, David Mansfield, Kathryn E. Matthewman, Julian Quint, Jennifer K. Lyons, Ronan A. Sheikh, Aziz McAllister, David A. Nitsch, Dorothea Langan, Sinéad M. Sci Rep Article Eczema and asthma are allergic diseases and two of the commonest chronic conditions in high-income countries. Their co-existence with other allergic conditions is common, but little research exists on wider multimorbidity with these conditions. We set out to identify and compare clusters of multimorbidity in people with eczema or asthma and people without. Using routinely-collected primary care data from the U.K. Clinical Research Practice Datalink GOLD, we identified adults ever having eczema (or asthma), and comparison groups never having eczema (or asthma). We derived clusters of multimorbidity from hierarchical cluster analysis of Jaccard distances between pairs of diagnostic categories estimated from mixed-effects logistic regressions. We analysed 434,422 individuals with eczema (58% female, median age 47 years) and 1,333,281 individuals without (55% female, 47 years), and 517,712 individuals with asthma (53% female, 44 years) and 1,601,210 individuals without (53% female, 45 years). Age at first morbidity, sex and having eczema/asthma affected the scope of multimorbidity, with women, older age and eczema/asthma being associated with larger morbidity clusters. Injuries, digestive, nervous system and mental health disorders were more commonly seen in eczema and asthma than control clusters. People with eczema and asthma of all ages and both sexes may experience greater multimorbidity than people without eczema and asthma, including conditions not previously recognised as contributing to their disease burden. This work highlights areas where there is a critical need for research addressing the burden and drivers of multimorbidity in order to inform strategies to reduce poor health outcomes. Nature Publishing Group UK 2022-12-18 /pmc/articles/PMC9760185/ /pubmed/36529816 http://dx.doi.org/10.1038/s41598-022-26357-x Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Mulick, Amy R. Henderson, Alasdair D. Prieto-Merino, David Mansfield, Kathryn E. Matthewman, Julian Quint, Jennifer K. Lyons, Ronan A. Sheikh, Aziz McAllister, David A. Nitsch, Dorothea Langan, Sinéad M. Novel multimorbidity clusters in people with eczema and asthma: a population-based cluster analysis |
title | Novel multimorbidity clusters in people with eczema and asthma: a population-based cluster analysis |
title_full | Novel multimorbidity clusters in people with eczema and asthma: a population-based cluster analysis |
title_fullStr | Novel multimorbidity clusters in people with eczema and asthma: a population-based cluster analysis |
title_full_unstemmed | Novel multimorbidity clusters in people with eczema and asthma: a population-based cluster analysis |
title_short | Novel multimorbidity clusters in people with eczema and asthma: a population-based cluster analysis |
title_sort | novel multimorbidity clusters in people with eczema and asthma: a population-based cluster analysis |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9760185/ https://www.ncbi.nlm.nih.gov/pubmed/36529816 http://dx.doi.org/10.1038/s41598-022-26357-x |
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