Cargando…

Asthma Trajectories in Early Childhood: Identifying Modifiable Factors

BACKGROUND: There are conflicting views as to whether childhood wheezing represents several discreet entities or a single but variable disease. Classification has centered on phenotypes often derived using subjective criteria, small samples, and/or with little data for young children. This is partic...

Descripción completa

Detalles Bibliográficos
Autores principales: Panico, Lidia, Stuart, Beth, Bartley, Mel, Kelly, Yvonne
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4224405/
https://www.ncbi.nlm.nih.gov/pubmed/25379671
http://dx.doi.org/10.1371/journal.pone.0111922
_version_ 1782343342054440960
author Panico, Lidia
Stuart, Beth
Bartley, Mel
Kelly, Yvonne
author_facet Panico, Lidia
Stuart, Beth
Bartley, Mel
Kelly, Yvonne
author_sort Panico, Lidia
collection PubMed
description BACKGROUND: There are conflicting views as to whether childhood wheezing represents several discreet entities or a single but variable disease. Classification has centered on phenotypes often derived using subjective criteria, small samples, and/or with little data for young children. This is particularly problematic as asthmatic features appear to be entrenched by age 6/7. In this paper we aim to: identify longitudinal trajectories of wheeze and other atopic symptoms in early childhood; characterize the resulting trajectories by the socio-economic background of children; and identify potentially modifiable processes in infancy correlated with these trajectories. DATA AND METHODS: The Millennium Cohort Study is a large, representative birth cohort of British children born in 2000–2002. Our analytical sample includes 11,632 children with data on key variables (wheeze in the last year; ever hay-fever and/or eczema) reported by the main carers at age 3, 5 and 7 using a validated tool, the International Study of Asthma and Allergies in Childhood module. We employ longitudinal Latent Class Analysis, a clustering methodology which identifies classes underlying the observed population heterogeneity. RESULTS: Our model distinguished four latent trajectories: a trajectory with both low levels of wheeze and other atopic symptoms (54% of the sample); a trajectory with low levels of wheeze but high prevalence of other atopic symptoms (29%); a trajectory with high prevalence of both wheeze and other atopic symptoms (9%); and a trajectory with high levels of wheeze but low levels of other atopic symptoms (8%). These groups differed in terms of socio-economic markers and potential intervenable factors, including household damp and breastfeeding initiation. CONCLUSION: Using data-driven techniques, we derived four trajectories of asthmatic symptoms in early childhood in a large, population based sample. These groups differ in terms of their socio-economic profiles. We identified correlated intervenable pathways in infancy, including household damp and breastfeeding initiation.
format Online
Article
Text
id pubmed-4224405
institution National Center for Biotechnology Information
language English
publishDate 2014
publisher Public Library of Science
record_format MEDLINE/PubMed
spelling pubmed-42244052014-11-18 Asthma Trajectories in Early Childhood: Identifying Modifiable Factors Panico, Lidia Stuart, Beth Bartley, Mel Kelly, Yvonne PLoS One Research Article BACKGROUND: There are conflicting views as to whether childhood wheezing represents several discreet entities or a single but variable disease. Classification has centered on phenotypes often derived using subjective criteria, small samples, and/or with little data for young children. This is particularly problematic as asthmatic features appear to be entrenched by age 6/7. In this paper we aim to: identify longitudinal trajectories of wheeze and other atopic symptoms in early childhood; characterize the resulting trajectories by the socio-economic background of children; and identify potentially modifiable processes in infancy correlated with these trajectories. DATA AND METHODS: The Millennium Cohort Study is a large, representative birth cohort of British children born in 2000–2002. Our analytical sample includes 11,632 children with data on key variables (wheeze in the last year; ever hay-fever and/or eczema) reported by the main carers at age 3, 5 and 7 using a validated tool, the International Study of Asthma and Allergies in Childhood module. We employ longitudinal Latent Class Analysis, a clustering methodology which identifies classes underlying the observed population heterogeneity. RESULTS: Our model distinguished four latent trajectories: a trajectory with both low levels of wheeze and other atopic symptoms (54% of the sample); a trajectory with low levels of wheeze but high prevalence of other atopic symptoms (29%); a trajectory with high prevalence of both wheeze and other atopic symptoms (9%); and a trajectory with high levels of wheeze but low levels of other atopic symptoms (8%). These groups differed in terms of socio-economic markers and potential intervenable factors, including household damp and breastfeeding initiation. CONCLUSION: Using data-driven techniques, we derived four trajectories of asthmatic symptoms in early childhood in a large, population based sample. These groups differ in terms of their socio-economic profiles. We identified correlated intervenable pathways in infancy, including household damp and breastfeeding initiation. Public Library of Science 2014-11-07 /pmc/articles/PMC4224405/ /pubmed/25379671 http://dx.doi.org/10.1371/journal.pone.0111922 Text en © 2014 Panico et al http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited.
spellingShingle Research Article
Panico, Lidia
Stuart, Beth
Bartley, Mel
Kelly, Yvonne
Asthma Trajectories in Early Childhood: Identifying Modifiable Factors
title Asthma Trajectories in Early Childhood: Identifying Modifiable Factors
title_full Asthma Trajectories in Early Childhood: Identifying Modifiable Factors
title_fullStr Asthma Trajectories in Early Childhood: Identifying Modifiable Factors
title_full_unstemmed Asthma Trajectories in Early Childhood: Identifying Modifiable Factors
title_short Asthma Trajectories in Early Childhood: Identifying Modifiable Factors
title_sort asthma trajectories in early childhood: identifying modifiable factors
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4224405/
https://www.ncbi.nlm.nih.gov/pubmed/25379671
http://dx.doi.org/10.1371/journal.pone.0111922
work_keys_str_mv AT panicolidia asthmatrajectoriesinearlychildhoodidentifyingmodifiablefactors
AT stuartbeth asthmatrajectoriesinearlychildhoodidentifyingmodifiablefactors
AT bartleymel asthmatrajectoriesinearlychildhoodidentifyingmodifiablefactors
AT kellyyvonne asthmatrajectoriesinearlychildhoodidentifyingmodifiablefactors