Cargando…

Association of comorbidities and medications with risk of asthma exacerbation in pediatric patients: a retrospective study using Japanese claims data

Asthma exacerbation impairs the quality of life of pediatric patients and negatively impacts future respiratory function and health economics. Several risk factors associated with exacerbations have been identified; however, most studies report the risk of each factor. Therefore, this study aimed to...

Descripción completa

Detalles Bibliográficos
Autores principales: Maeda, Shotaro, Kobayashi, Shigetoshi, Takahashi, Kenzo, Miyata, Satoshi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8975995/
https://www.ncbi.nlm.nih.gov/pubmed/35365694
http://dx.doi.org/10.1038/s41598-022-08789-7
_version_ 1784680473145901056
author Maeda, Shotaro
Kobayashi, Shigetoshi
Takahashi, Kenzo
Miyata, Satoshi
author_facet Maeda, Shotaro
Kobayashi, Shigetoshi
Takahashi, Kenzo
Miyata, Satoshi
author_sort Maeda, Shotaro
collection PubMed
description Asthma exacerbation impairs the quality of life of pediatric patients and negatively impacts future respiratory function and health economics. Several risk factors associated with exacerbations have been identified; however, most studies report the risk of each factor. Therefore, this study aimed to evaluate the risk of each factor and a combination of factors. We performed a retrospective cohort study using Japanese claims data and extracted factors associated with exacerbations using multivariate Cox proportional hazards regression and stepwise method. Risk scores were then calculated from the extracted factors and validated by tenfold cross validation. Of the 1,748,111 asthma patients in the database, the data of 14,980 were extracted, and 1988 (13.3%) had exacerbation. Factors associated with asthma exacerbation were age of 3–5 years, exacerbation history before cohort entry date, allergic rhinitis, chronic sinusitis, otitis externa, blepharitis, upper respiratory infections, urticaria, LTRA prescription, were determined. A four-level risk score was calculated from 9-factors and the AUC derived from cross validation was 0.700. Most factors extracted in our study are consistent with those of previous studies. We showed that combining each factor is more helpful in assessing the increased risk of asthma exacerbation than assessing each factor alone.
format Online
Article
Text
id pubmed-8975995
institution National Center for Biotechnology Information
language English
publishDate 2022
publisher Nature Publishing Group UK
record_format MEDLINE/PubMed
spelling pubmed-89759952022-04-05 Association of comorbidities and medications with risk of asthma exacerbation in pediatric patients: a retrospective study using Japanese claims data Maeda, Shotaro Kobayashi, Shigetoshi Takahashi, Kenzo Miyata, Satoshi Sci Rep Article Asthma exacerbation impairs the quality of life of pediatric patients and negatively impacts future respiratory function and health economics. Several risk factors associated with exacerbations have been identified; however, most studies report the risk of each factor. Therefore, this study aimed to evaluate the risk of each factor and a combination of factors. We performed a retrospective cohort study using Japanese claims data and extracted factors associated with exacerbations using multivariate Cox proportional hazards regression and stepwise method. Risk scores were then calculated from the extracted factors and validated by tenfold cross validation. Of the 1,748,111 asthma patients in the database, the data of 14,980 were extracted, and 1988 (13.3%) had exacerbation. Factors associated with asthma exacerbation were age of 3–5 years, exacerbation history before cohort entry date, allergic rhinitis, chronic sinusitis, otitis externa, blepharitis, upper respiratory infections, urticaria, LTRA prescription, were determined. A four-level risk score was calculated from 9-factors and the AUC derived from cross validation was 0.700. Most factors extracted in our study are consistent with those of previous studies. We showed that combining each factor is more helpful in assessing the increased risk of asthma exacerbation than assessing each factor alone. Nature Publishing Group UK 2022-04-01 /pmc/articles/PMC8975995/ /pubmed/35365694 http://dx.doi.org/10.1038/s41598-022-08789-7 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
Maeda, Shotaro
Kobayashi, Shigetoshi
Takahashi, Kenzo
Miyata, Satoshi
Association of comorbidities and medications with risk of asthma exacerbation in pediatric patients: a retrospective study using Japanese claims data
title Association of comorbidities and medications with risk of asthma exacerbation in pediatric patients: a retrospective study using Japanese claims data
title_full Association of comorbidities and medications with risk of asthma exacerbation in pediatric patients: a retrospective study using Japanese claims data
title_fullStr Association of comorbidities and medications with risk of asthma exacerbation in pediatric patients: a retrospective study using Japanese claims data
title_full_unstemmed Association of comorbidities and medications with risk of asthma exacerbation in pediatric patients: a retrospective study using Japanese claims data
title_short Association of comorbidities and medications with risk of asthma exacerbation in pediatric patients: a retrospective study using Japanese claims data
title_sort association of comorbidities and medications with risk of asthma exacerbation in pediatric patients: a retrospective study using japanese claims data
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8975995/
https://www.ncbi.nlm.nih.gov/pubmed/35365694
http://dx.doi.org/10.1038/s41598-022-08789-7
work_keys_str_mv AT maedashotaro associationofcomorbiditiesandmedicationswithriskofasthmaexacerbationinpediatricpatientsaretrospectivestudyusingjapaneseclaimsdata
AT kobayashishigetoshi associationofcomorbiditiesandmedicationswithriskofasthmaexacerbationinpediatricpatientsaretrospectivestudyusingjapaneseclaimsdata
AT takahashikenzo associationofcomorbiditiesandmedicationswithriskofasthmaexacerbationinpediatricpatientsaretrospectivestudyusingjapaneseclaimsdata
AT miyatasatoshi associationofcomorbiditiesandmedicationswithriskofasthmaexacerbationinpediatricpatientsaretrospectivestudyusingjapaneseclaimsdata