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哮喘及相关合并症的聚类及其与孕期母体健康的关系:来自澳大利亚出生队列的证据。

Clustering of asthma and related comorbidities and their association with maternal health during pregnancy: evidence from an Australian birth cohort.

机构信息

School of Business, University of Southern Queensland, Toowoomba, QLD, 4350, Australia.

Centre for Health Research, University of Southern Queensland, Toowoomba, QLD, 4350, Australia.

出版信息

BMC Public Health. 2021 Oct 27;21(1):1952. doi: 10.1186/s12889-021-11997-x.

Abstract

BACKGROUND

The population-based classification of asthma severity is varied and needs further classification. This study identified clusters of asthma and related comorbidities of Australian children aged 12-13 years; determined health outcome differences among clusters; and investigated the associations between maternal asthma and other health conditions during pregnancy and the children's clustered groups.

METHODS

Participants were 1777 children in the birth cohort of the Longitudinal Study of Australian Children (LSAC) who participated in the Health CheckPoint survey and the LSAC 7th Wave. A latent class analysis (LCA) was conducted to identify clusters of children afflicted with eight diseases, such as asthma (ever diagnosed or current), wheezing, eczema, sleep problem/snoring/breathing problem, general health status, having any health condition and food allergy. Multinomial logistic regression was used to investigate the association between maternal asthma or other health conditions and LCA clusters.

RESULTS

The study identified four clusters: (i) had asthma - currently healthy (11.0%), (ii) never asthmatic & healthy (64.9%), (iii) early-onset asthmatic or allergic (10.7%), and (iv) asthmatic unhealthy (13.4%). The asthmatic unhealthy cluster was in poor health in terms of health-related quality of life, general wellbeing and lung functions compared to other clusters. Children whose mothers had asthma during pregnancy were 3.31 times (OR 3.31, 95% CI: 2.06-5.30) more likely to be in the asthmatic unhealthy cluster than children whose mothers were non-asthmatic during pregnancy.

CONCLUSION

Using LCA analysis, this study improved a classification strategy for children with asthma and related morbidities to identify the most vulnerable groups within a population-based sample.

摘要

背景

基于人群的哮喘严重程度分类方法多种多样,需要进一步分类。本研究旨在确定澳大利亚 12-13 岁儿童的哮喘及相关共病亚群;确定各亚群间健康结局的差异;并探讨母亲在怀孕期间患有哮喘及其他健康状况与儿童聚类之间的关联。

方法

本研究的参与者为参加了健康检查点调查和 LSAC 第 7 波的纵向澳大利亚儿童研究(LSAC)出生队列的 1777 名儿童。采用潜在类别分析(LCA)来确定患有八种疾病(如哮喘(曾确诊或当前患有)、喘息、湿疹、睡眠问题/打鼾/呼吸问题、一般健康状况、患有任何健康状况和食物过敏)的儿童聚类。采用多项逻辑回归来探讨母亲哮喘或其他健康状况与 LCA 聚类之间的关联。

结果

本研究确定了四个聚类:(i)患有哮喘-目前健康(11.0%),(ii)从未患有哮喘且健康(64.9%),(iii)早发性哮喘或过敏(10.7%),和(iv)哮喘不健康(13.4%)。与其他聚类相比,哮喘不健康聚类在健康相关生活质量、整体幸福感和肺功能方面的健康状况较差。与母亲在怀孕期间没有哮喘的儿童相比,母亲在怀孕期间患有哮喘的儿童更有可能处于哮喘不健康聚类(OR 3.31,95%CI:2.06-5.30)。

结论

本研究采用潜在类别分析,改进了儿童哮喘及相关合并症的分类策略,以确定人群样本中最脆弱的群体。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ab76/8555145/17cd239cebee/12889_2021_11997_Fig1_HTML.jpg

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