Whole grain and fiber consumption are associated with lower body weight
measures in US adults: National Health and Nutrition Examination Survey
1999-2004
Carol E. O'Neil
a,
⁎
, Michael Zanovec
a
, Susan S. Cho
b
, Theresa A. Nicklas
c
a
School of Human Ecology, Louisiana State University Agricultural Center; Baton Rouge, Louisiana 70803, USA
b
NutraSource; Clarksville, Maryland, 21029, USA
c
USDA/ARS Children's Nutrition Research Center, Department of Pediatrics; Baylor College of Medicine, Houston, Texas 77030, USA
Received 11 August 2010; revised 15 October 2010; accepted 26 October 2010
Abstract
This study examined the association of whole grain consumption with body weight measures and
prevalence of overweight/obesity in a recent, nationally representative sample of adults. A secondary
analysis of 1999-2004 National Health and Nutrition Examination Survey (NHANES) data was
conducted using adults 19 to 50 years of age (y) (n = 7,039) and 51+ y (n = 6,237). Participants were
categorized by whole grain consumption: ≥ 0 to b0.6, ≥ 0.6 to b1.5, ≥ 1.5 to b3.0, and ≥ 3.0
servings/day. Main outcome measures included body mass index (BMI), waist circumference (WC),
and prevalence of overweight/obesity. Sample weights were applied and the number and percentages
of adults in whole grain consumption groups were determined. Least-square means and standard
errors were calculated for body weight measures. Two regression models were developed and
compared. Model 1 covariates included age, gender, ethnicity, and total energy intake; Model 2 was
extended to include cereal fiber. Trend analysis was conducted to test for differences between least-
square means. Significance was set at P ≤ .05. Adults 19-50 and 51+ y consumed a mean of 0.63
and 0.77 servings of whole grains/day, respectively. A significant trend was observed in both age
groups for increased consumption of whole grains with lower BMI, WC, and percentage overweight/
obese (Model 1); however, a significant trend was not observed when cereal fiber was added as a
covariate (Model 2). Results confirm overall whole grain intake well below recommendations, and
adults who consumed the most servings of whole grains had lower body weight measures. Results
also suggest that fiber in whole grain foods may mediate associations with weight measures in adults.
Intake of whole grain foods should be encouraged by health professionals.
© 2010 Elsevier Inc. All rights reserved.
Keywords: Whole grains; Fiber; Overweight; Obesity; Adults; NHANES
Abbreviations: BMI, body mass index; WC, waist circumference; NHANES, National Health and Nutrition Examination Survey;
US, United States; CVD, cardiovascular disease; CHD, coronary heart disease; FDA, Food and Drug
Administration; USDA, US Department of Agriculture; MPED, MyPyramid Equivalents Database; MEC, mobile
examination center.
1. Introduction
The majority of grains consumed in the US are refined
[1-4], rather than whole. Whole grains include cereal grains
that consist of the intact, or ground, cracked or flaked fruit of
Available online at www.sciencedirect.com
Nutrition Research 30 (2010) 815 – 822
www.nrjournal.com
⁎
Corresponding author. Tel.: +1 225 578 4422; fax: +1 225 578 4443.
E-mail address: coneil1@lsu.edu (C.E. O'Neil).
0271-5317/$ – see front matter © 2010 Elsevier Inc. All rights reserved.
doi:10.1016/j.nutres.2010.10.013