Cross-Sectional Associations between Empirically-Derived Dietary Patterns and Indicators of Disease Risk among University Students
The transition from adolescence to adulthood is a unique period during which lifelong dietary habits are shaped. Dietary patterns (DPs) among young adults attending college have not been adequately described, and associations between DPs and indicators of disease risk are not well understood in this...
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doaj-920bbbafe00c4c11ac73c7cdf2e9aaf62020-11-24T21:46:02ZengMDPI AGNutrients2072-66432015-12-0181310.3390/nu8010003nu8010003Cross-Sectional Associations between Empirically-Derived Dietary Patterns and Indicators of Disease Risk among University StudentsStacy A. Blondin0Megan P. Mueller1Peter J. Bakun2Silvina F. Choumenkovitch3Katherine L. Tucker4Christina D. Economos5Tufts University Friedman School of Nutrition Science and Policy, 150 Harrison Avenue, Boston, MA 02111, USATufts University Friedman School of Nutrition Science and Policy, 150 Harrison Avenue, Boston, MA 02111, USATufts University Friedman School of Nutrition Science and Policy, 150 Harrison Avenue, Boston, MA 02111, USATufts University Friedman School of Nutrition Science and Policy, 150 Harrison Avenue, Boston, MA 02111, USAClinical Laboratory & Nutritional Sciences, Center for Population Health & Health Disparities, University of Massachusetts at Lowell, 3 Solomont Way, Suite 4, Lowell, MA 01854, USATufts University Friedman School of Nutrition Science and Policy, 150 Harrison Avenue, Boston, MA 02111, USAThe transition from adolescence to adulthood is a unique period during which lifelong dietary habits are shaped. Dietary patterns (DPs) among young adults attending college have not been adequately described, and associations between DPs and indicators of disease risk are not well understood in this age group. Dietary data were collected from undergraduates participating in the Tufts Longitudinal Health Study (TLHS; 1998–2007) by Food Frequency Questionnaire (FFQ; n = 1323). DPs were derived using principal components analysis with varimax rotation. Scree plots; eigenvalues; factor loadings; and previous studies were used to determine and label the DPs retained. Cross-sectional relationships between DP scores and anthropometric measures (percent body fat (PBF) and (BMI) and lipid biomarkers (total; HDL and LDL cholesterol; and triglycerides) were assessed with multivariable regression models; adjusted for demographics; physical activity; smoking; intention to gain/lose weight; and total energy intake. Effect modification by sex was tested. Three DPs were identified: Prudent; Western; and Alcohol. Greater adherence to the Prudent DP was associated with favorable anthropometric outcomes. The Alcohol DP was associated with a favorable lipid profile. Associations between the Western DP and blood lipids differed by sex; with unfavorable impact observed only among males. Our findings add to the literature linking DPs in young adults with measurable adiposity and cardiometabolic outcomes; suggesting that improving nutrition among college students could reduce chronic disease risk.http://www.mdpi.com/2072-6643/8/1/3dietary patternsprinciple component analysiscollege studentsBMIpercent body fatblood lipidsTufts Longitudinal Health Study |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Stacy A. Blondin Megan P. Mueller Peter J. Bakun Silvina F. Choumenkovitch Katherine L. Tucker Christina D. Economos |
spellingShingle |
Stacy A. Blondin Megan P. Mueller Peter J. Bakun Silvina F. Choumenkovitch Katherine L. Tucker Christina D. Economos Cross-Sectional Associations between Empirically-Derived Dietary Patterns and Indicators of Disease Risk among University Students Nutrients dietary patterns principle component analysis college students BMI percent body fat blood lipids Tufts Longitudinal Health Study |
author_facet |
Stacy A. Blondin Megan P. Mueller Peter J. Bakun Silvina F. Choumenkovitch Katherine L. Tucker Christina D. Economos |
author_sort |
Stacy A. Blondin |
title |
Cross-Sectional Associations between Empirically-Derived Dietary Patterns and Indicators of Disease Risk among University Students |
title_short |
Cross-Sectional Associations between Empirically-Derived Dietary Patterns and Indicators of Disease Risk among University Students |
title_full |
Cross-Sectional Associations between Empirically-Derived Dietary Patterns and Indicators of Disease Risk among University Students |
title_fullStr |
Cross-Sectional Associations between Empirically-Derived Dietary Patterns and Indicators of Disease Risk among University Students |
title_full_unstemmed |
Cross-Sectional Associations between Empirically-Derived Dietary Patterns and Indicators of Disease Risk among University Students |
title_sort |
cross-sectional associations between empirically-derived dietary patterns and indicators of disease risk among university students |
publisher |
MDPI AG |
series |
Nutrients |
issn |
2072-6643 |
publishDate |
2015-12-01 |
description |
The transition from adolescence to adulthood is a unique period during which lifelong dietary habits are shaped. Dietary patterns (DPs) among young adults attending college have not been adequately described, and associations between DPs and indicators of disease risk are not well understood in this age group. Dietary data were collected from undergraduates participating in the Tufts Longitudinal Health Study (TLHS; 1998–2007) by Food Frequency Questionnaire (FFQ; n = 1323). DPs were derived using principal components analysis with varimax rotation. Scree plots; eigenvalues; factor loadings; and previous studies were used to determine and label the DPs retained. Cross-sectional relationships between DP scores and anthropometric measures (percent body fat (PBF) and (BMI) and lipid biomarkers (total; HDL and LDL cholesterol; and triglycerides) were assessed with multivariable regression models; adjusted for demographics; physical activity; smoking; intention to gain/lose weight; and total energy intake. Effect modification by sex was tested. Three DPs were identified: Prudent; Western; and Alcohol. Greater adherence to the Prudent DP was associated with favorable anthropometric outcomes. The Alcohol DP was associated with a favorable lipid profile. Associations between the Western DP and blood lipids differed by sex; with unfavorable impact observed only among males. Our findings add to the literature linking DPs in young adults with measurable adiposity and cardiometabolic outcomes; suggesting that improving nutrition among college students could reduce chronic disease risk. |
topic |
dietary patterns principle component analysis college students BMI percent body fat blood lipids Tufts Longitudinal Health Study |
url |
http://www.mdpi.com/2072-6643/8/1/3 |
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