Relationship between dietary patterns and prediabetes, undiagnosed or diagnosed diabetes mellitus among adults in Qingdao: A cross-sectional study
Background and Objectives: To identify the main dietary patterns of adults and investigate the cross-sectional associations of these dietary patterns with prediabetes and undiagnosed or diagnosed diabetes mellitus (DM) in Qingdao, China. Methods and Study Design: This study included 4,457 participan...
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Published in: | Asia Pacific Journal of Clinical Nutrition Vol. 31; no. 4; pp. 660 - 673 |
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Main Authors: | , , , , , , , , , |
Format: | Journal Article |
Language: | English |
Published: |
Clayton, Vic
HEC Press
01-12-2022
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Subjects: | |
Online Access: | Get full text |
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Summary: | Background and Objectives: To identify the main dietary patterns of adults and investigate the cross-sectional associations of these dietary patterns with prediabetes and undiagnosed or diagnosed diabetes mellitus (DM) in Qingdao, China. Methods and Study Design: This study included 4,457 participants who were administered the semi-quantitative food frequency questionnaire (FFQ). Dietary patterns were identified through principal component analysis (PCA). Logistic regression analysis was performed to determine the associations of each pattern with the risks of prediabetes and undiagnosed or diagnosed DM. Results: PCA revealed two major dietary patterns. The Fruits–Vegetables and Poultry–Seafood patterns were not significantly associated with the risk of prediabetes in either crude or adjusted models (all p>0.05). The highest quartile of the Fruits–Vegetables pattern was significantly associated with decreased risks of undiagnosed DM (crude: OR=0.55, 95% CI: 0.41–0.72; Model 1: OR=0.61, 95% CI: 0.46–0.81; Model 2: OR=0.57, 95% CI: 0.42–0.77; Model 3: OR=0.56, 95% CI: 0.41–0.76) and diagnosed DM (crude: OR=0.51, 95% Cl: 0.34–0.75; Model 1: OR=0.59, 95% CI: 0.39–0.88; Model 2: OR=0.60, 95% CI: 0.39–0.93; Model 3: OR=0.59, 95% CI: 0.38–0.91) compared with the lowest quartile in crude and adjusted models. The Poultry–Seafood pattern was not significantly associated with the risk of undiagnosed or diagnosed DM in crude or adjusted models (all p>0.05). Conclusions: The Fruits–Vegetables pattern was associated with a decreased risk of undiagnosed or diagnosed DM. |
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Bibliography: | Asia Pacific Journal of Clinical Nutrition, Vol. 31, No. 4, Dec 2022, 660-673 Informit, Melbourne (Vic) ObjectType-Article-1 SourceType-Scholarly Journals-1 ObjectType-Feature-2 content type line 23 |
ISSN: | 0964-7058 1440-6047 |
DOI: | 10.6133/apjcn.202212_31(4).0009 |