Objectively Measured Physical Activity and Fat Mass in a Large Cohort of Children
et al.
(2007) Objectively measured
physical activity and fat mass in a
large cohort of children. PLoS Med
4(3): e97. doi:10.1371/journal.pmed.
0040097
Objectively Measured Physical Activity and Fat Mass in a Large Cohort of Children
Andy R. Ness 0 1 2 3 4 5 6
Sam D. Leary 0 1 2 3 4 5 6
Calum Mattocks 0 1 2 3 4 5 6
Steven N. Blair 0 1 2 3 4 5 6
John J. Reilly 0 1 2 3 4 5 6
Jonathan Wells 0 1 2 3 4 5 6
Sue Ingle 0 1 2 3 4 5 6
Kate Tilling 0 1 2 3 4 5 6
George Davey Smith 0 1 2 3 4 5 6
Chris Riddoch 0 1 2 3 4 5 6
0 Glasgow, United Kingdom, 5 Medical Research Council Childhood Nutrition Research Centre, Institute of Child Health, University College London , London , United Kingdom
1 School of Public Health, University of South Carolina, Columbia, South Carolina, United States of America, 4 Division of Developmental Medicine, University of Glasgow
2 1 Department of Oral and Dental Science, University of Bristol, United Kingdom 2 Department of Social Medicine, University of Bristol , Bristol , United Kingdom , 3 Arnold
3 Current address: School for Health, University of Bath , Bath, United KIngdom
4 Academic Editor: Andrew Prentice, London School of Hygiene and Tropical Medicine , United Kingdom
5 Funding: This research was specifically funded by a grant from National Heart, Lung and Blood Institute (R01 HL071248-01A) and a grant from the Wellcome Trust GR068049MA. The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript
6 6 London Sport Institute, Middlesex University , London , United Kingdom
A B S T R A C T
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Methods and Findings
Previous studies have been unable to characterise the association between physical activity
and obesity, possibly because most relied on inaccurate measures of physical activity and
We carried out a cross sectional analysis on 5,500 12-year-old children enrolled in the Avon
Longitudinal Study of Parents and Children. Total physical activity and minutes of moderate
and vigorous physical activity (MVPA) were measured using the Actigraph accelerometer. Fat
mass and obesity (defined as the top decile of fat mass) were measured using the Lunar
Prodigy dual x-ray emission absorptiometry scanner. We found strong negative associations
between MVPA and fat mass that were unaltered after adjustment for total physical activity. We
found a strong negative dose-response association between MVPA and obesity. The odds ratio
for obesity in adjusted models between top and the bottom quintiles of minutes of MVPA was
0.03 (95% confidence interval [CI] 0.010.13, p-value for trend ,0.0001) in boys and 0.36 (95%
CI 0.170.74, p-value for trend 0.006) in girls.
We demonstrated a strong graded inverse association between physical activity and obesity
that was stronger in boys. Our data suggest that higher intensity physical activity may be more
important than total activity.
The Editors Summary of this article follows the references.
Introduction
The prevalence of childhood obesity is increasing in the
United Kingdom [1], as it is across Europe [2], and in the
United States [3]. This increase has important immediate and
long-term health implications [4,5].
Obesity is fundamentally a result of chronic energy
imbalance [6,7]. Diet survey data suggest that population
levels of obesity have increased in the face of declining energy
intake, implying that inactivity may be important in
explaining the temporal trends in obesity [6,8]. While studies such as
the National Heart Lung and Blood Institutes Growth and
Health Study have reported associations between physical
activity and obesity [9], the results of studies of the association
between physical activity and obesity in children have been
inconsistent [10]. This may reflect the fact that most studies
have relied on inaccurate measures of physical activity or
inaccurate measures of fat mass or both.
Physical activity in children is sporadic [11,12], and
children are less able than adults to recall or record their
physical activity, consequently questionnaires provide a poor
measure of physical activity in children. In contrast objective
techniques such as heart rate monitors or accelerometers
have been shown to provide an accurate measure of physical
activity in children [13,14]. Body mass index (BMI) is a
measure of weight for height and is widely used to assess
population levels of childhood obesity because it is easy to
measure and because population standards are available for
comparison. It does not, however, distinguish well between
fat and lean mass across the normal range [15] unlike
methods such as dual energy x-ray absorptiometry (DXA),
which produce an estimate of lean mass, fat mass, and
regional distribution of body fat [16].
We examined the association between physical activity
(measured objectively using accelerometers), and fat and lean
mass (measured using total body DXA), and BMI in a large
population of contemporary children.
Study Population
The Avon Longitudinal Study of Parents and Children
(ALSPAC) is a prospective study that has been described in
detail elsewhere [17] (http://www.alspac.bris.ac.uk). Briefly,
14,541 pregnant women living in one of three Bristol-based
health districts in the former County of Avon with an
expected delivery date between April 1991 and December
1992 were enrolled in the study. Detailed information has
been collected using self-administered questionnaires, data
extraction from medical notes, and linkage to routine
information systems and at research clinics. Ethical approval
for the study was obtained from the ALSPAC Law and Ethics
Committee and Local Research Ethics Committees.
Measurement of Physical Activity
All children who attended the 11-year clinic were asked to
wear an MTI Actigraph AM7164 2.2 accelerometer
(Actigraph, http://www.theactigraph.com) for seven days. The
Actigraph is an electronic motion sensor comprising a single
plane (vertical) accelerometer. The Actigraph is small and
light and is worn around the waist. Movement in a vertical
plane is detected as a combined function of movement
frequency and intensity and recorded as counts. The
Actigraph has been validated in both children and adolescents
against indirect calorimetry [18] observational techniques
[19] and energy expenditure measured by doubly labelled
water [20] and shown to be accurate. Actigraphs were
initialised for each child using an Actigraph Reader Interface
Unit (RIU-41A) with RIU software (version 2.26B, MTI Health
Services, http://www.mtifwb.com). Children were asked to
wear the Actigraph during waking hours and only to take it
off for showering, bathing, or any water sports. Children were
asked to record the times when they wore the Actigraph and
time spent each day swimming or cycling, as the children did
not wear the Actigraph when swimming, and the physical
activity of cycling is not accurately recorded by the Actigraph.
Actigraphs were returned by post and downloaded onto a PC
using the Actigraph R (...truncated)