Novel multimorbidity clusters in people with eczema and asthma: a population-based cluster analysis

被引:2
|
作者
Mulick, Amy R. [1 ]
Henderson, Alasdair D. [1 ]
Prieto-Merino, David [1 ]
Mansfield, Kathryn E. [1 ]
Matthewman, Julian [1 ]
Quint, Jennifer K. [2 ]
Lyons, Ronan A. [3 ,4 ]
Sheikh, Aziz [5 ]
McAllister, David A. [6 ]
Nitsch, Dorothea [1 ]
Langan, Sinead M. [1 ,7 ]
机构
[1] London Sch Hyg & Trop Med, Dept Noncommunicable Dis Epidemiol, Keppel St, London WC1E 7HT, England
[2] Imperial Coll London, Natl Heart & Lung Inst, London, England
[3] Swansea Univ, Med Sch, Natl Ctr Populat Hlth & Wellbeing Res, Swansea, Wales
[4] Swansea Univ, Med Sch, Adm Data Res UK, Swansea, Wales
[5] Univ Edinburgh, Usher Inst, Asthma UK Ctr Appl Res, Teviot Pl, Edinburgh EH8 9DX, Scotland
[6] Univ Glasgow, Inst Hlth & Wellbeing, Glasgow, Scotland
[7] Hlth Data Res UK, Gibbs Bldg 215 Euston Rd, London NW1 2BE, England
基金
英国工程与自然科学研究理事会; 英国医学研究理事会; 英国经济与社会研究理事会; 欧盟地平线“2020”; 英国惠康基金;
关键词
ALLERGIC MULTIMORBIDITY; POLYSENSITIZATION; ASSOCIATION; PHENOTYPES; SEVERITY; BURDEN; ADULTS;
D O I
10.1038/s41598-022-26357-x
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
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.
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页数:12
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