Centre for Epidemiology and Biostatistics, Leeds Institute of Genetics, Health and Therapeutics, University of Leeds, Room 8.49, Paediatric Epidemiology Group, Worsley Building, Clarendon Way, Leeds LS2 9JT, UK.
Eur J Epidemiol. 2010 Dec;25(12):875-83. doi: 10.1007/s10654-010-9518-5. Epub 2010 Oct 26.
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.
早期生活感染被认为是许多慢性疾病的病因,这些疾病通常通过间接指标来判断。在英国阿冯纵向研究父母与子女的研究中,当孩子 6 个月大时,父母通过问卷收集了 10 种传染病症状的数据。采用潜在类别分析来确定感染模式及其与通常用作间接指标的 5 个因素(性别、家中其他儿童、母亲吸烟、母乳喂养和母亲教育)之间的关系。共有 10032 名单胎儿童纳入分析。根据感染症状特征,确定了具有不同传染病模式的 5 个类别,并根据儿童的感染症状特征,将其分配到最有可能归属的类别:“一般感染”(n = 1252,12.5%)、“胃肠道”(n = 1902,19.0%)、“轻度呼吸道”(n = 3560,35.5%)、“感冒/耳朵痛”(n = 462,4.6%)和“健康”(n = 2856,28.5%)。女性在所有感染类别中的风险降低,家中有其他儿童与“一般感染”、“轻度呼吸道”或“感冒/耳朵痛”类别的感染风险增加有关。母乳喂养降低了“一般感染”和“胃肠道”类别的感染风险,而母亲吸烟则增加了感染风险。母亲的教育程度越高,“轻度呼吸道”类别的感染风险就越大。家中有其他儿童与感染类别成员的关联最大。潜在类别分析为研究多种症状与人口统计学和生活方式因素之间的关系提供了一种灵活的方法。