Literature DB >> 27347884

Associations between Respiratory Diseases and Dietary Patterns Derived by Factor Analysis and Reduced Rank Regression.

Yong-Pei Lin1, Ya-Chun Kao, Wen-Harn Pan, Yao-Hsu Yang, Yang-Ching Chen, Yungling Leo Lee.   

Abstract

BACKGROUND/AIMS: The study aims to identify children's dietary patterns and explore the relationship between dietary patterns and respiratory diseases.
METHODS: Subjects were 2,397 fourth graders in 14 Taiwanese communities who participated in the Taiwan Children Health Study. This study is based on an evaluation of dietary patterns, performed from April until June 2011. Information pertaining to respiratory disease was obtained by The International Study of Asthma and Allergies in Childhood questionnaire, and dietary intake data obtained by food frequency questionnaire. Factor analysis and reduced rank regression (RRR) were both used to analyze dietary patterns.
RESULTS: Using factor analysis, it was found that children on a high-protein, high-fat, Western diet had a significantly higher risk of allergic rhinitis (OR 1.10, 95% CI 1.01-1.20). Lower ORs were noted for current wheezing, ever asthma and bronchitis in children eating a healthy diet than those on a high-protein, high-fat, Western diet. Using RRR, it was found that children on a high-protein, high-fat diet had significantly higher risks of allergic rhinitis (OR 1.17, 95% CI 1.07-1.27), current wheezing (OR 1.23, 95% CI 1.04-1.45) and bronchitis (OR 1.26, 95% CI 1.09-1.46).
CONCLUSIONS: A diet rich in fat and protein may increase the risk of respiratory disease in children.
© 2016 S. Karger AG, Basel.

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Year:  2016        PMID: 27347884     DOI: 10.1159/000447367

Source DB:  PubMed          Journal:  Ann Nutr Metab        ISSN: 0250-6807            Impact factor:   3.374


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