ORIGINAL ARTICLE
Ratio of waist circumference to chest circumference is inversely
associated with lung function in Chinese children and adolescents
KUI FENG,1 LI CHEN,1 SHAO-MEI HAN2 AND GUANG-JIN ZHU1
Departments of 1Physiology and Pathophysiology and 2Epidemiology and Statistics, Institute of Basic Medical
Sciences, Chinese Academy of Medical Sciences, Peking Union Medical College, Beijing, China
ABSTRACT
Background and objective: In White children, waist
circumference (WC) is positively correlated with
forced vital capacity (FVC) and forced expiratory
volume in 1 s (FEV1). Because fat distribution differs
among different races, the relationship between WC
and lung function in Asian children may differ from
that in White children. The present study aimed to
examine the effect of WC on ventilatory function in
Chinese children.
Methods: A cross-sectional study was performed on
1572 healthy subjects aged 9–18 years. Height, weight,
chest circumference (CC), WC and lung function (FVC,
FEV1, peak expiratory flow (PEF) and maximal mid-
expiratory flow (MMEF)) were measured. To avoid the
problem of colinearity, a model that combined CC and
WC as the waist-to-chest ratio (WCR) was used. The
relative contributions of WCR and body mass index
(BMI) to spirometric parameters were determined by
linear regression analysis.
Results: WCR was inversely associated with all spiro-
metric parameters. On average, each 0.01 increase in
WCR was associated with decreases of 8.14 mL for FVC,
9.36 mL for FEV1, 6.54% for FEV1/FVC, 19.81 mL/s for
PEF and 17.25 mL/s for MMEF. BMI was positively asso-
ciated with all spirometric parameters except FEV1/
FVC. These results suggest that WC was inversely
associated with lung function parameters.
Conclusions: Inverse associations were identified
between WCR, as well as WC, and lung function in a
population of Chinese children. The underlying
mechanisms need to be further explored.
Key words: chest circumference, child, Chinese, lung
function, waist circumference.
INTRODUCTION
Numerous epidemiological studies of adults have
shown that abdominal adiposity is a risk factor for
deterioration of pulmonary function.1–4 Waist circum-
ference (WC), one of the indicators of abdominal adi-
posity, has a similar relationship with pulmonary
function.3,4 However, there have been few studies on
WC and its relationship with pulmonary function in
children. Recently, Chen et al. reported that WC was
positively correlated with forced vital capacity (FVC)
and forced expiratory volume in 1 s (FEV1) in children.
However, this study was performed in a White popu-
lation, and it is not known whether the results can be
extrapolated to other racial groups. Besides serving as
measures of overweight and obesity, body mass index
(BMI) and WC are also indicators of body size, espe-
cially in young people.5 Compared with WC, chest cir-
cumference (CC) may be a better indicator of body
size and is positively correlated with lung function in
both children and adults.6,7 The relationship between
WC and lung function, after adjustment for CC and
other confounders, has not been investigated.
The Enlarged Population Investigation of Human
Physiological Constant Database of China provided a
population that was suitable for examining the rela-
tionship between WC and lung function, as the par-
ticipants were a well-characterized group of generally
healthy individuals who had undergone high-quality
anthropometric and spirometric measurements. The
purpose of the present study was to examine the
effect of WC on ventilatory function, after adjustment
for confounders, including CC, in a population of
Chinese children and adolescents.
Correspondence: Guang-Jin Zhu, Department of Physiology
and Pathophysiology, Institute of Basic Medical Sciences,
Chinese Academy of Medical Sciences, Peking Union Medical
College, Road Dongdansantiao No. 5, Beijing 100005, China.
Email: zhugj@pumc.edu.cn
Received 23 October 2011; invited to revise 22 November
2011, 6 March 2012, 9 March 2012; revised 19 February 2012,
8 March 2012, 31 March 2012; accepted 31 March 2012 (Associate
Editor: Chi Chiu Leung).
SUMMARY AT A GLANCE
This study showed that there was an inverse asso-
ciation between the ratio of waist circumference to
chest circumference and forced spirometric
parameters in a large population of Chinese chil-
dren. The mechanisms underlying this association
need to be further explored.
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© 2012 The Authors
Respirology © 2012 Asian Pacific Society of Respirology
Respirology (2012) 17, 1114–1118
doi: 10.1111/j.1440-1843.2012.02219.x
METHODS
Subjects
The study was approved by the Ethics Committee of
the Institute of Basic Medical Sciences, Chinese
Academy of Medical Sciences (IRB no. 005–2008).
Written informed consent was obtained from all
subjects and their parents. As part of the Enlarged
Population Investigation of Human Physiological
Constant Database of China, a total of 1814 students
aged 9–18 years were randomly recruited through
schools located in the Inner Mongolia Autonomous
Region of China. A total of 1572 (87%) of these stu-
dents were enrolled in the study after completing a
questionnaire and physical examination. The exclu-
sion criteria were: a personal history of smoking; a
common cold within the last 4 weeks; a history of
chest injury; respiratory disease (self-reported or
physician-diagnosed asthma, pulmonary tuberculo-
sis, pneumonia, frequent bronchitis or chronic bron-
chitis); hypertension; respiratory symptoms during
the last 12 months (chronic cough, wheeze or
phlegm) and clinically relevant changes on physical
examination of the heart, lungs and chest wall.
Measurements
Age was calculated as the number of completed years
from birth to the date of the study. Standing height
was measured to the nearest 0.1 cm without shoes.
Weight was measured to the nearest 0.1 kg with the
subjects wearing light indoor clothing. BMI was cal-
culated as weight divided by height squared. WC was
measured horizontally between the lowest rib and
the iliac crest, through the narrowest part of the torso.
CC was measured at the level of the nipples with the
subjects in a resting state.
Spirometry was performed using a portable
spirometer (MasterLab 5.10; Jaeger, Wurzburg,
Germany). The system was calibrated every morning
using a 1-L syringe and recalibrated at least every
2 h. Integrated volumes were corrected for body
temperature, ambient pressure and saturated with
water vapour. Spirometry was performed in accor-
dance with the American Thoracic Society guide-
lines.8 All measurements were performed by an
experienced research fellow and a technician. Nose
clips were not used, but nose breathing during
testing was avoided by manual occlusion. Children
were instructed in the technique for spirometry
manoeuvres in small groups followed by reinforce-
ment of the instructions to each child individually
before the test. At least three acceptable tests were
required for each child, with the two highest FVC
values, as well as the two highest FEV1 values being
reproducible to within 5% of each other. The curve
with the highest FVC and FEV1 values was selected.
Peak expiratory flow (PEF) and maximal mid-
expiratory flow (MMEF) were automatically recorded
by the spirometer. All tests were performed between
8:00 and 13:00 h.
Statistical analyses
Statistical analyses were performed using SPSS for
Windows version 15.0 software (IBM, Somers, NY,
USA). The data for anthropometric and spirometric
parameters are expressed as means � standard
deviation. The relative contributions of WC, CC and
BMI to spirometric parameters were determined by
linear regression analyses. Stepwise multiple regres-
sion models were constructed using FVC, FEV1, FEV1/
FVC, PEF and MMEF as dependent variables. The
independent variables included gender (male = 1,
female = 2), height, BMI and waist-to-chest ratio
(WCR). Because there were strong correlations
among BMI, CC and WC, inclusion of these correlated
variables may have substantially inflated the variance
and affected the robustness of the multivariate model;
therefore, WCR was introduced into the model as an
independent variable. Results were considered sig-
nificant when the P value was <0.05. The variance
inflation factor was used to evaluate whether colin-
earity was a problem, which would be indicated by a
variance inflation factor > 2.
RESULTS
The subjects (n = 1572) comprised 782 boys (50.0%)
and 790 girls (50%). The characteristics of these sub-
jects are presented in Table 1.
Table 2 shows the correlations among the different
anthropometric measurements. There were strong
correlations between BMI and WC, CC and waist-
to-height ratio, with correlation coefficients of 0.778,
Table 1 Anthropometric and lung function characteris-
tics of the subjects
Males (n = 782) Females (n = 790)
Age, years 13.65 � 2.1 13.95 � 2.23
Height, cm 157.6 � 11.85 154.75 � 8.08
Weight, kg 48.25 � 12.17 47.04 � 9.42
BMI, kg/m2 19.16 � 3.03 19.49 � 2.82
CC, cm 75.39 � 8.27 76.0 � 7.13
WC, cm 67.43 � 8.62 66.36 � 7.48
WHtR 0.43 � 0.05 0.43 � 0.04
WHR 0.8 � 0.07 0.77 � 0.06
WCR 0.9 � 0.07 0.87 � 0.06
FVC, L 3.42 � 0.91 2.98 � 0.58
FEV1, L 3.17 � 0.84 2.85 � 0.54
FEV1/FVC, % 93.29 � 5.29 95.84 � 4.2
PEF, L/s 6.97 � 1.75 6.45 � 1.27
MMEF, L/s 3.85 � 1.19 3.88 � 0.95
All values are means � standard deviation.
BMI, body mass index; CC, chest circumference; FEV1,
forced expiratory volume in 1 s; FVC, forced vital capac-
ity; MMEF, maximal mid-expiratory flow; PEF, peak
expiratory flow; WC, waist circumference; WCR, waist-
to-chest ratio; WHR, waist-to-hip ratio; WHtR, waist-to-
height ratio.
WCR and lung function in Chinese youth 1115
© 2012 The Authors
Respirology © 2012 Asian Pacific Society of Respirology
Respirology (2012) 17, 1114–1118
0.823 and 0.644, respectively, whereas the correlations
between BMI and WCR, and waist-to-hip ratio were
weak, with correlation coefficients of 0.11 and 0.229,
respectively. Table 3 shows the correlations between
lung function parameters and the anthropometric
measurements. WCR was inversely correlated with all
lung function parameters, and the associations
between WCR and most of the lung function param-
eters were stronger than those between waist-to-hip
ratio and these parameters.
Multiple regression analysis demonstrated that
WCR and BMI were significant predictors of lung
function (Tables 4,5). WCR was inversely associated
with FVC, FEV1, FEV1/FVC, PEF and MMEF, after
adjustment for gender, standing height and BMI. On
average, each 0.01 increase in WCR was associated
with a decrease of 8.14 mL for FVC, 9.36 mL for FEV1,
6.54% for FEV1/FVC, 19.81 mL/s for PEF and
17.25 mL/s for MMEF. BMI was positively associated
with FVC, FEV1, FEV1/FVC, PEF and MMEF when
gender, standing height and WCR were included in
the models (Tables 4,5). On average, an increase in
BMI of 1 kg/m2 was associated with an increase of
60 mL for FVC, 48 mL for FEV1, 4.2% for FEV1/FVC,
91 mL/s for PEF and 38 mL/s for MMEF. All variance
inflation factors for the independent variables were
<2 (Tables 4,5), indicating that there was only a small
probability of colinearity in these models.
Table 2 Correlations among anthropometric parameters
Height BMI WC CC WCR WHR WHtR
Height 1.00 0.328 0.413 0.600 -0.161 -0.137 -0.142
BMI — 1.00 0.778 0.823 0.110 0.229 0.644
WC — — 1.00 0.775 0.532 0.623 0.841
CC — — — 1.00 -0.116 0.163 0.483
WCR — — — — 1.00 0.775 0.679
WHR — — — — — 1.00 0.766
WHtR — — — — — — 1.00
All correlations were significant (P < 0.001).
BMI, body mass index; CC, chest circumference; WC, waist circumference; WCR, waist-to-chest ratio;
WHR, waist-to-hip ratio; WHtR, waist-to-height ratio.
Table 3 Correlations between lung function and anthropometric parameters
FVC, L FEV1, L FEV1/FVC, % PEF, L/s MMEF, L/s
Height 0.822 0.835 NS 0.713 0.615
BMI 0.436 0.419 -0.135 0.364 0.287
WCR -0.127 -0.161 -0.147 -0.151 -0.201
WHR NS -0.073 -0.179 -0.088 -0.157
WHtR NS NS -0.169 NS -0.088
All correlations were significant (P < 0.01) unless indicated otherwise.
BMI, body mass index; FEV1, forced expiratory volume in 1 s; FVC, forced vital capacity; MMEF, maximal
mid-expiratory flow; NS, not significant; PEF, peak expiratory flow; WCR, waist-to-chest ratio; WHR, waist-to-hip ratio;
WHtR, waist-to-height ratio.
Table 4 Regression coefficients for WCR and other anthropometric parameters in models predicting FVC, FEV1 and
FEV1/FVC of the subjects†
FVC, L FEV1, L FEV1/FVC, %
B SE P value VIF B SE P value VIF B SE P value VIF
WCR -0.814 0.164 <0.001 1.109 -0.936 0.15 <0.001 1.109 -6.541 1.842 <0.001 1.043
Gender -0.309 0.022 <0.001 1.079 -0.205 0.02 <0.001 1.079 2.592 0.246 <0.001 1.034
Height, cm 0.055 0.001 <0.001 1.224 0.052 0.001 <0.001 1.224 — — — —
BMI, kg/m2 0.06 0.004 <0.001 1.181 0.048 0.004 <0.001 1.181 -0.235 0.042 <0.001 1.018
†Multiple regression analysis, n = 1572.
B, regression coefficient for each predictor; BMI, body mass index; FEV1, forced expiratory volume in 1 s; FVC, forced
vital capacity; SE, standard error; VIF, variance inflation factor; WCR, waist-to-chest ratio.
K Feng et al.1116
© 2012 The Authors
Respirology © 2012 Asian Pacific Society of Respirology
Respirology (2012) 17, 1114–1118
DISCUSSION
The aim of the present study was to examine the asso-
ciation between WC and ventilatory function, after
adjustment for confounders, including CC, in
Chinese children. To achieve this aim, gender and
height (key determinants of lung function) were first
introduced into the model, followed by BMI, which is
related to obesity, then WC and CC. There were strong
correlations between BMI, CC and WC. However,
inclusion of these correlated variables in multiple
regression models may result in colinearity; therefore,
CC and WC were combined as the WCR, which
showed weak correlations with height and BMI and
stronger correlations with lung function parameters
than either waist-to-hip ratio or waist-to-height ratio.
When WCR was introduced into the regression
models for predicting lung function, WCR was shown
to be inversely associated with FVC, FEV1, FEV1/FVC,
PEF and MMEF in Chinese children.
Spirometry is used to measure dynamic lung
volumes and the rate of airflow. In restrictive lung
disorders, FEV1 and FVC are both decreased, but FVC
is decreased more than FEV1, resulting in a normal or
elevated FEV1/FVC ratio. In obstructive lung disor-
ders, FEV1 is usually decreased more than FVC, and
consequently, the FEV1/FVC ratio is decreased. In
children, WCR appears to have an inverse association
with FEV1 and to a lesser extent than FVC; therefore,
WCR becomes an important predictor of the FEV1/
FVC ratio. Because the present study showed that
WCR was inversely associated with both FVC and
FEV1, a reduction in the FEV1/FVC ratio in children
with a large WCR may indicate airway obstruction.
WCR may be a better index of obesity than BMI in
Chinese children.
Studies on the relationship between WC and lung
function have mostly been performed in Asian and
White adult populations, but there have been few
studies in children.2–4 Recently, Chen et al. reported
on the relationship between WC and lung function in
White children.5 To the best of our knowledge, the
present study is the first that has explored the rela-
tionship between WC and lung function in a popula-
tion of Asian children.
The present results suggested that after adjustment
for other variables, WC in children was inversely asso-
ciated with dynamic lung volumes, including FVC,
FEV1, FEV1/FVC and expiratory flow rates that reflect
airway size, such as PEF and MMEF. These findings
are consistent with the results of previous studies on
the relationship between WC and pulmonary func-
tion in adults. The adverse effect of abdominal obesity
on lung function is likely due to at least two factors:1–4,9
(i) fat deposited in the abdominal cavity directly
impedes the descent of the diaphragm and decreases
thoracic compliance; and (ii) visceral fat may con-
strain both large and small airways.
However, there are some major differences between
the present study and that of Chen et al., which was
conducted in White children.5 In White children, WC
was positively associated with both FVC and FEV1,
which contrasts with the results from the present
study. The discrepancy between these studies is pos-
sibly due to several factors: (i) the independent vari-
ables were different; CC was introduced into the
model in the present study but was not used in the
study of Chen et al.; (ii) air pollution; during at least
the last three decades, economic development in
China has been very rapid, resulting in serious air
pollution, which has possibly caused a decrease in
lung function, as suggested by previous studies;10,11
(iii) undiagnosed asthma; some subjects with undiag-
nosed asthma may be obese or overweight, which
may contribute to decreased lung function;12–14 (iv)
differences in fat distribution among different races;
regardless of whether the population studied is chil-
dren or adults and given the condition of roughly
equal BMI, Asians tend to have a higher percentage of
body fat and a tendency to more central obesity than
White people15–20; and (v) puberty; the development of
puberty may be relatively delayed in Chinese com-
pared with White children. The reasons for this may
differ from those mentioned previously and may
include socioeconomic factors, which need be further
explored.
In the present study, the relationship between BMI
and lung function was also investigated, and BMI was
shown to be positively associated with FVC, FEV1, PEF
and MMEF, but inversely associated with FEV1/FVC,
which is similar to the findings of Chen et al.5 The
present results also suggested that when other vari-
ables were fixed, CC was positively associated with
all the measured spirometric parameters, which is
Table 5 Regression coefficients for WCR and other anthropometric parameters in models predicting PEF and MMEF of
the subjects†
PEF, L/s MMEF, L/s
B SE P value VIF B SE P value VIF
WCR -1.981 0.427 <0.001 1.109 -1.725 0.335 <0.001 1.109
Gender -0.323 0.057 <0.001 1.079 0.163 0.044 <0.001 1.079
Height, cm 0.095 0.003 <0.001 1.223 0.06 0.002 <0.001 1.223
BMI, kg/m2 0.091 0.01 <0.001 1.18 0.038 0.008 <0.001 1.18
†Multiple regression analysis, n = 1572.
B, regression coefficient for each predictor; BMI, body mass index; MMEF, maximal mid-expiratory flow; PEF, peak
expiratory flow; SE, standard error; VIF, variance inflation factor; WCR, waist-to-chest ratio.
WCR and lung function in Chinese youth 1117
© 2012 The Authors
Respirology © 2012 Asian Pacific Society of Respirology
Respirology (2012) 17, 1114–1118
similar to the results from previous studies.6,7 There-
fore, in Chinese children, BMI and CC are more
indicative of body size than fat mass.
A strength of this study was that only non-smokers
were included. Previous or current smoking is one of
the most important confounding factors affecting
lung function. To eliminate any influence of smoking,
subjects with even a minimal history of smoking
were excluded. However, as this was a cross-sectional
study, a cause-and-effect relationship between WCR
and decreased lung function could not be inferred. To
confirm causality between WCR and pulmonary func-
tion, an individualized follow-up study is required.
In conclusion, the inverse association between
WCR, as well as WC, and lung function in Chinese
children may be an effect of abdominal fat deposition.
Although the magnitude of the inverse association
between WCR and lung function was relatively small
in clinical terms, from a public health viewpoint,
these findings indicate yet another adverse conse-
quence of childhood obesity in the Asian population.
ACKNOWLEDGEMENT
This study was funded by the Key Basic Research
Program of the Ministry of Science and Technology of
China as a part of the Enlarged Population Investiga-
tion of Human Physiolo