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. 2010 Dec;25(12):875-83.
doi: 10.1007/s10654-010-9518-5. Epub 2010 Oct 26.

Early life patterns of common infection: a latent class analysis

Sarah J Hepworth  1 , Graham R Law, Debbie A Lawlor, Patricia A McKinney
Affiliations

Early life patterns of common infection: a latent class analysis

Sarah J Hepworth et al. Eur J Epidemiol. 2010 Dec.

Abstract

Early life infection has been implicated in the aetiology of many chronic diseases, most often through proxy measures. Data on ten infectious symptoms were collected by parental questionnaire when children were 6 months old as part of the Avon Longitudinal Study of Parents and Children, United Kingdom. A latent class analysis was used to identify patterns of infection and their relationship to five factors commonly used as proxies: sex, other children in the home, maternal smoking, breastfeeding and maternal education. A total of 10,032 singleton children were included in the analysis. Five classes were identified with differing infectious disease patterns and children were assigned to the class for which they had a highest probability of membership based on their infectious symptom profile: 'general infection' (n = 1,252, 12.5%), 'gastrointestinal' (n = 1,902, 19.0%), 'mild respiratory' (n = 3,560, 35.5%), 'colds/ear ache' (n = 462, 4.6%) and 'healthy' (n = 2,856, 28.5%). Females had a reduced risk of being in all infectious classes, other children in the home were associated with an increased risk of being in the 'general infection', 'mild respiratory' or 'colds/ear ache' class. Breastfeeding reduced the risk of being in the 'general infection' and 'gastrointestinal' classes whereas maternal smoking increased the risk of membership. Higher maternal education was associated with an increased risk of being in the 'mild respiratory' group. Other children in the home had the greatest association with infectious class membership. Latent class analysis provided a flexible method of investigating the relationship between multiple symptoms and demographic and lifestyle factors.

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Figures

Fig. 1
Fig. 1
Model fit statistics for the ALSPAC symptom data for between 1 and 8 classes plotted as a scree plot
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