Association between leptin and asthma in adults =============================================== * A Sood * E S Ford * C A Camargo, Jr ## Abstract **Background:** Leptin, a pro-inflammatory cytokine produced by adipose tissue, has previously been shown to be associated with asthma in children. We hypothesised that high serum leptin concentrations would also be associated with asthma in adults. **Methods:** The Third National Health and Nutrition Examination Survey is a cross sectional study that included fasting serum leptin concentrations and self-report of doctor diagnosed asthma. Data were analysed using multivariable logistic regression analysis. **Results:** Of 5876 participants, those with current asthma had a higher mean unadjusted leptin concentration than those who had never had asthma (geometric mean (SE) 9.2 (0.6) μg/l *v* 7.6 (0.2) μg/l; p = 0.02). After adjustment for triceps skinfold thickness and other covariates, the association between leptin and asthma appeared stronger in women than in men, and in premenopausal women than in postmenopausal women. Body mass index (BMI) was also associated with current asthma in women, but this association was not significantly affected by adjustment for leptin concentrations. **Conclusions:** The results of this large population based study support the hypothesis that leptin is associated with asthma in women. In addition, while BMI also is related to asthma in women, this study does not support the suggestion that leptin contributes significantly to this association. * BMI, body mass index * CDC, Centers for Disease Control and Prevention * MET, metabolic equivalent * NHANES III, Third National Health and Nutrition Examination Survey * asthma * sex * menopause * leptin Several studies have shown an association between obesity and asthma,1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18 and some have noted that this association may be stronger in women than in men.4,5,7,8,19–25 Leptin, the protein product of the obesity (*ob*) gene, is synthesised and secreted by adipocytes.26 Serum leptin levels are strongly correlated with measures of body fat including body mass index (BMI) and skinfold thickness, especially in women.26–29 Although its physiological role is incompletely understood, leptin binds to receptors in the hypothalamus and influences the expression of several neuropeptides that regulate energy intake, energy expenditure, and neuroendocrine function. Leptin also regulates immune function and is believed to be pro-inflammatory.30,31 Leptin concentrations are increased with oestrogen and progesterone treatment in women,32 infectious and inflammatory states,30,33 and during pregnancy.34 Recent studies also suggest that serum leptin concentrations are a predictive factor for asthma in children, especially in boys, independent of BMI.35 Despite this evidence, little is known about the association between leptin concentrations and asthma in adults. We hypothesised that high serum leptin concentrations in adults would be associated with asthma and that this association would be stronger in women. We tested this hypothesis in a large, population based, cross sectional study. ## METHODS ### Cross sectional study The Third National Health and Nutrition Examination Survey (NHANES III) which was carried out from 1988 to 1994 was designed to provide estimates of the health and nutritional status of the civilian non-institutionalised population of the United States.36 Participants were selected using a stratified multistage sampling design and were initially interviewed at home; those who accepted an invitation to attend a mobile examination centre were asked to complete additional questionnaires, to undergo a variety of examinations, and to provide a blood specimen. The study was performed at the Centers for Disease Control and Prevention, Atlanta, GA, USA. This was an anonymous secondary data analysis and no subject identifiers were used. Permission was obtained from the Centers for Disease Control and Prevention, Atlanta, GA, USA and patient consent was obtained for participation and analysis in the original data set. ### Leptin concentrations Early morning serum leptin concentrations (in μg/l) were obtained after an overnight fast of at least 8 hours. Data on the leptin concentrations of 6415 participants aged 20 years or older were available.37 The laboratory analysis for serum leptin was performed by Linco Research Inc (St Louis, MO, USA) using a radioimmunoassay with a polyclonal antibody raised in rabbits against highly purified recombinant human leptin. The minimal detectable concentration of this assay was 0.5 μg/l and the limit of linearity was 100 μg/l. Intra- and inter-assay coefficients of variation were both less than 5%.37 ### Assessment of asthma Asthma was epidemiologically defined, based on two questions:36 (1) “Has a doctor ever told you that you had asthma?” and (2) “Do you still have asthma?” Based on the answers to these questions, persons were divided into current asthma (defined as “yes” to both questions) and never asthma (defined as “no” to both questions). ### Covariates The covariates included age, sex, race/ethnicity, educational status, self-reported smoking status, serum cotinine, BMI, triceps skinfold thickness, physical activity, and atopy status. Smoking status was assessed in two ways – self-report and a measured serum cotinine value. The triceps skinfold thickness was measured in duplicate at the midpoint of the right posterior upper arm using skinfold calipers (Holtain Ltd, Crymmych, UK). In previous studies triceps skinfold thickness has been shown to be a useful field surrogate for measurement of body fat38,39 whereas BMI does not distinguish fat weight from non-fat weight.39 A measure of physical activity was created by summing the products of the frequency of participation by the metabolic equivalent (MET) levels for each reported activity. Atopy was defined as an affirmative response to the question: “Has a doctor ever told you that you had hay fever?”, a case definition from a previous NHANES analysis.40 ### Menopausal status Menopause was used as a surrogate marker for a women’s reproductive hormonal status, with cycling of oestrogen and progesterone levels being present in actively menstruating women but not in postmenopausal women. Menopause was defined as an age of at least 60 years, or not having a menstrual cycle during the previous 12 months, or having a history of bilateral oophorectomy, or the absence of menses due to chemotherapy or radiation therapy based upon the NHANES III questionnaire. ### Statistical analysis For statistical analysis, SAS Version 8.2 (Cary, NC, USA) and SUDAAN release 8.0 (Research Triangle Park, NC, USA) were used. SUDAAN was used to take into account the complex sampling design of the survey and provide appropriate standard errors. Sex specific quartiles of concentration of leptin were created. We carried out univariate analyses (to calculate frequency distributions), bivariate analyses (such as χ2) and multivariable logistic regression analyses using asthma status (current *v* never) as the dependent variable. Consistent with our a priori hypothesis, we examined subgroups defined by sex, age and menopausal status, and performed formal tests for interaction. A two sided p value of <0.05 was considered statistically significant. ## RESULTS A total of 5876 subjects participated in the study after exclusion of those who were either pregnant or had missing values for covariates. All were at least 20 years old, had attended the NHANES III morning mobile examination centre session, and had fasted for at least 8 hours before blood was drawn to measure their leptin concentrations. Of these participants, 290 (4.9%) currently had asthma and 5586 (95.1%) had never had asthma. The mean serum leptin concentration was 11.3 μg/l (range 0.5–192.5, median 7.7). The Pearson correlation coefficient between the log transformed concentration of leptin and triceps skinfold thickness (0.81) was higher than that for BMI (0.57). Table 1 shows the characteristics of the study participants according to asthma status. Mean BMI and triceps skinfold thickness were higher in those who had current asthma than in those who had never had asthma. In order to understand these findings better the analyses were repeated stratified by sex. View this table: [ Table 1 ](http://thorax.bmj.com/content/61/4/300/T1) **Table 1**  Selected characteristics according to asthma status of 5876 study participants aged ⩾20 years (NHANES III, 1988–1994) In men the mean BMI in those who had current asthma (27.6 kg/m2) was not significantly different from those who had never had asthma (26.6 kg/m2, p = 0.23). The mean triceps skinfold thickness in men with current asthma (13.3 mm) was also not significantly different from those who had never had asthma (13.3 mm, p = 0.95). On the other hand, in women the mean BMI in those who had current asthma (27.9 kg/m2) was significantly higher than in those who had never had asthma (26.2 kg/m2, p = 0.04), but the mean triceps skinfold thickness in those who had current asthma (24.7 mm) was not significantly different from those who had never had asthma (23.9 mm, p = 0.46). This unadjusted analysis shows that BMI, but not triceps skinfold thickness, was associated with current asthma in women. This association between BMI and current asthma in women persisted after adjustment in a multivariable logistic regression analysis for age, sex, race/ethnicity, educational status, smoking status, concentration of cotinine, physical activity, and atopy (table 2, model 1). Additional adjustment for serum leptin concentrations in this model did not significantly affect the association (table 2, model 2). View this table: [ Table 2 ](http://thorax.bmj.com/content/61/4/300/T2) **Table 2**  Association between anthropometric measures of obesity and asthma in study participants aged ⩾20 years stratified by sex (NHANES III, 1988–1994)* Table 1 also shows that mean unadjusted leptin concentrations were higher in participants who had current asthma than in those who had never had asthma. Similarly, the geometric mean (SE) concentrations of leptin were higher in participants who had current asthma (9.2 (0.6) μg/l) than in those who had never had asthma (7.6 (0.2) μg/l, p = 0.02). Adults with the highest quartile of leptin concentrations had an odds ratio (OR) of 1.56 (95% CI 0.96 to 2.53) for current asthma after adjustment in a multivariable logistic regression analysis for age, sex, race/ethnicity, educational status, smoking status, concentration of cotinine, physical activity, and atopy (table 3, model 1). This association was stronger in women (OR 1.85) than in men (OR 1.27). In women, adjustment for triceps skinfold thickness strengthened the association between serum leptin concentrations and asthma (table 3, model 2) while adjustment for BMI weakened this association (table 3, model 3). View this table: [ Table 3 ](http://thorax.bmj.com/content/61/4/300/T3) **Table 3**  Association between serum leptin concentrations and asthma in study participants aged ⩾20 years stratified by sex (NHANES III, 1988–1994) When stratified by age over or under 50 years, the association between concentrations of leptin and current asthma was stronger among women aged 20–49 years (table 4). Because these results suggested that the association might have differed by menopausal status, we also calculated odds ratios for premenopausal and postmenopausal women (table 5). The association between concentrations of leptin and current asthma was stronger in premenopausal women than in postmenopausal women. View this table: [ Table 4 ](http://thorax.bmj.com/content/61/4/300/T4) **Table 4**  Association between serum leptin concentration and asthma in study participants stratified by age (NHANES III, 1988–1994) View this table: [ Table 5 ](http://thorax.bmj.com/content/61/4/300/T5) **Table 5**  Association between serum leptin concentration and asthma in women aged ⩾20 years according to menopausal status (NHANES III, 1988–1994) Although statistical power was limited, formal tests of interaction were performed to evaluate if sex, age category, or menopausal status changed the association between concentrations of leptin and asthma. The interaction between sex and concentrations of leptin on asthma was not statistically significant whether concentrations of leptin were modelled as quartiles (p (Wald χ2) = 0.48) or as a continuous variable (p (Wald χ2) = 0.37). The interaction between age category and concentrations of leptin on asthma was also not statistically significant when women and men were analysed separately, whether concentrations of leptin were modelled as quartiles (p (Wald χ2) = 0.74 for women and 0.12 for men) or as a continuous variable (p (Wald χ2) = 0.36 for women and 0.86 for men). The interaction between menopausal status and concentrations of leptin on asthma was also not statistically significant whether concentrations of leptin were modelled as quartiles (p (Wald χ2) = 0.39) or as a continuous variable (p (Wald χ2) = 0.46). ## DISCUSSION This study suggests that higher serum leptin concentrations are associated with current asthma in adults and that the relationship may be stronger in women than in men. This study also demonstrates three interesting facets of this relationship. Firstly, the association between concentrations of leptin and current asthma appeared stronger in premenopausal than in postmenopausal women. Secondly, adjusting for the two commonly used anthropometric measures of obesity (BMI and triceps skinfold thickness) yielded different results. BMI may confound the association between leptin and asthma, making the association appear larger than may be actually true. On the other hand, adjusting for triceps skinfold thickness does not explain the association of leptin with asthma either, which persists and becomes greater after adjusting for skinfold thickness. The reason for this difference is unclear. Finally, while BMI itself was associated with current asthma in women, this association was not much affected by adjustment for serum leptin concentrations. This suggests that the effect of BMI on asthma is not mediated by the leptin pathway alone and probably involves other mechanistic pathways. The effect of leptin on lung development and physiology is poorly understood, even though leptin receptors are present in high concentrations in acini of fetal and adult animal lungs.41 Leptin is believed to play a role in the intrauterine, neonatal, and postnatal development of murine lung.42 In addition, some data suggest that leptin concentrations are increased acutely during inflammation30,33 and, in turn, promote inflammation.43–45 Support for this comes from experiments showing a prompt dose dependent increase in serum leptin levels and leptin mRNA expression in the adipose tissue of mice following the administration of pro-inflammatory cytokines such as tumour necrosis factor α (TNF-α) and interleukin (IL)-1,30 as well as demonstration of increased serum TNF-α, IL-6 and IL-12 levels and increased phagocytosis by macrophages on exogenous administration of leptin.45 In wild type mice, administration of exogenous leptin augments ozone induced airway inflammation.43 In humans, enhanced concentrations of leptin are related to soluble TNF receptor (sTNF-R) 55, a marker of pro-inflammatory status in patients with chronic obstructive pulmonary disease.31 Guler *et al*35 found that the median serum leptin concentrations of children (especially boys) were significantly higher in those with asthma than in healthy controls (3.53 *v* 2.26 ng/ml, p = 0.01) even though there was no difference in BMI levels. In a study involving children born with very low birth weight who subsequently became overweight, Mai *et al*46 showed that current asthmatics had median leptin concentrations twice as high as children without current asthma (30.8 *v* 14.3 ng/ml, p = 0.14), but this was not the case in non-overweight children. Taken together, prior studies suggest that leptin may potentially play an important role in the pathophysiology of asthma. Serum leptin concentrations are also related to obesity.26,29,47 For equivalent BMI, leptin concentrations are higher in women than in men.28,29 In addition, obesity is associated with increased concentrations of acute phase proteins, suggesting a pro-inflammatory state.48–50 In recent years obesity has been identified as a risk factor for asthma.1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18 A prospective study suggested that an increase in weight leads to incident cases of asthma, independent of physical activity.5 It is believed by some that a decrease in physical activity, particularly among the obese, may also play a role in the increased prevalence and severity of asthma.51,52 While the causal pathway remains unknown, the explanations advanced for the association between obesity and asthma include mechanical effects such as lack of tidal stretch leading to latching of airway smooth muscle, immunological effects of pro-inflammatory cytokines, genetic, hormonal and environmental effects such as change in dietary factors and increased exposure to indoor allergens.53,54 Some investigators have noted that the association between obesity and asthma may be stronger in women than in men, suggesting that reproductive hormones might be involved in the causal pathway.4,5,7,8,19–25 In addition, Castro-Rodriguez *et al*7 found this association to be stronger in girls whose puberty started before the age of 11 years than in girls whose puberty started later. Barr *et al*55 showed that exogenous hormone replacement therapy in adult postmenopausal women was associated with an increased relative risk for asthma, with a positive dose-response between the daily dose of conjugated oestrogens and the risk of asthma. Similarly, administration of exogenous reproductive hormones to women has also been noted to increase serum leptin concentrations further.32 These observations have led some to conclude that leptin may be important in explaining the link between obesity and asthma, particularly in women. Our study does not support the assertion that leptin plays a dominant role in the association between obesity and asthma in women, but it does support the conclusion that leptin itself may play a part in asthma in women. This would be consistent with data obtained from previous animal and human studies.31,35,43,46 Further relationships between asthma, leptin, and female reproductive hormones cannot be adequately addressed in this study because of the cross sectional design and inadequate sample size. The study has some additional limitations. The definition of asthma was a self-reported doctor diagnosis of asthma, and this may result in some misclassification bias. Serum reproductive hormone concentrations were not measured nor were the leptin concentrations measured in relation to the day of the menstrual cycle in premenopausal women. Finally, in order to confirm definitively that leptin has a different effect on asthma status in various groups, a statistically significant interaction is required. It is not sufficient to observe a statistically significant relationship in one group and not in the other.56 This exploratory analysis lacks the power to detect a statistically significant interaction and further work in larger cohorts is warranted. In summary, using nationally representative data, this study has shown that higher serum leptin concentrations are associated with current asthma in women and that this association may be stronger in premenopausal women. In addition, while BMI is also associated with current asthma in women, this study does not confirm that leptin contributes significantly to this association. Future studies will need to confirm and expand on these observations to improve our understanding of the pathogenesis of asthma. ## Acknowledgments The authors thank William S Beckett, MD, MPH, University of Rochester School of Medicine and Dentistry for his careful critique of the manuscript. ## Footnotes * No sponsorship was obtained for this study. There is no author involvement with organisation(s) with financial interest in the subject matter. Dr Carlos Camargo is supported in part by grant AI-52338 from the National Institutes of Health, Bethesda, MD, USA. * Competing interests: none. ## REFERENCES 1. **Chinn S**. Obesity and asthma: evidence for and against a causal relation. J Asthma2003;40:1–16. [CrossRef](http://thorax.bmj.com/lookup/external-ref?access_num=10.1081/JAS-120017202&link_type=DOI) [PubMed](http://thorax.bmj.com/lookup/external-ref?access_num=12699207&link_type=MED&atom=%2Fthoraxjnl%2F61%2F4%2F300.atom) [Web of Science](http://thorax.bmj.com/lookup/external-ref?access_num=000182092200001&link_type=ISI) 2. **Chinn S**, Jarvis D, Burney P. Relation of bronchial responsiveness to body mass index in the ECRHS. European Community Respiratory Health Survey. Thorax2002;57:1028–33. [Abstract/FREE Full Text](http://thorax.bmj.com/lookup/ijlink/YTozOntzOjQ6InBhdGgiO3M6MTQ6Ii9sb29rdXAvaWpsaW5rIjtzOjU6InF1ZXJ5IjthOjQ6e3M6ODoibGlua1R5cGUiO3M6NDoiQUJTVCI7czoxMToiam91cm5hbENvZGUiO3M6OToidGhvcmF4am5sIjtzOjU6InJlc2lkIjtzOjEwOiI1Ny8xMi8xMDI4IjtzOjQ6ImF0b20iO3M6MjQ6Ii90aG9yYXhqbmwvNjEvNC8zMDAuYXRvbSI7fXM6ODoiZnJhZ21lbnQiO3M6MDoiIjt9) 3. **Litonjua AA**, Sparrow D, Celedon JC, *et al.* Association of body mass index with the development of methacholine airway hyperresponsiveness in men: the Normative Aging Study. Thorax2002;57:581–5. [Abstract/FREE Full Text](http://thorax.bmj.com/lookup/ijlink/YTozOntzOjQ6InBhdGgiO3M6MTQ6Ii9sb29rdXAvaWpsaW5rIjtzOjU6InF1ZXJ5IjthOjQ6e3M6ODoibGlua1R5cGUiO3M6NDoiQUJTVCI7czoxMToiam91cm5hbENvZGUiO3M6OToidGhvcmF4am5sIjtzOjU6InJlc2lkIjtzOjg6IjU3LzcvNTgxIjtzOjQ6ImF0b20iO3M6MjQ6Ii90aG9yYXhqbmwvNjEvNC8zMDAuYXRvbSI7fXM6ODoiZnJhZ21lbnQiO3M6MDoiIjt9) 4. **Chen Y**, Dales R, Tang M, *et al.* Obesity may increase the incidence of asthma in women but not in men: longitudinal observations from the Canadian National Population Health Surveys. Am J Epidemiol2002;155:191–7. [Abstract/FREE Full Text](http://thorax.bmj.com/lookup/ijlink/YTozOntzOjQ6InBhdGgiO3M6MTQ6Ii9sb29rdXAvaWpsaW5rIjtzOjU6InF1ZXJ5IjthOjQ6e3M6ODoibGlua1R5cGUiO3M6NDoiQUJTVCI7czoxMToiam91cm5hbENvZGUiO3M6NzoiYW1qZXBpZCI7czo1OiJyZXNpZCI7czo5OiIxNTUvMy8xOTEiO3M6NDoiYXRvbSI7czoyNDoiL3Rob3JheGpubC82MS80LzMwMC5hdG9tIjt9czo4OiJmcmFnbWVudCI7czowOiIiO30=) 5. **Beckett WS**, Jacobs DR Jr, Yu X, *et al.* Asthma is associated with weight gain in females but not males, independent of physical activity. Am J Respir Crit Care Med2001;164:2045–50. [CrossRef](http://thorax.bmj.com/lookup/external-ref?access_num=10.1164/ajrccm.164.11.2004235&link_type=DOI) [PubMed](http://thorax.bmj.com/lookup/external-ref?access_num=11739133&link_type=MED&atom=%2Fthoraxjnl%2F61%2F4%2F300.atom) [Web of Science](http://thorax.bmj.com/lookup/external-ref?access_num=000172838600008&link_type=ISI) 6. **Celedon JC**, Palmer LJ, Litonjua AA, *et al.* Body mass index and asthma in adults in families of subjects with asthma in Anqing, China. Am J Respir Crit Care Med2001;164:1835–40. [CrossRef](http://thorax.bmj.com/lookup/external-ref?access_num=10.1164/ajrccm.164.10.2105033&link_type=DOI) [PubMed](http://thorax.bmj.com/lookup/external-ref?access_num=11734432&link_type=MED&atom=%2Fthoraxjnl%2F61%2F4%2F300.atom) [Web of Science](http://thorax.bmj.com/lookup/external-ref?access_num=000172758700018&link_type=ISI) 7. **Castro-Rodriguez JA**, Holberg CJ, Morgan WJ, *et al.* Increased incidence of asthmalike symptoms in girls who become overweight or obese during the school years. Am J Respir Crit Care Med2001;163:1344–9. [PubMed](http://thorax.bmj.com/lookup/external-ref?access_num=11371399&link_type=MED&atom=%2Fthoraxjnl%2F61%2F4%2F300.atom) [Web of Science](http://thorax.bmj.com/lookup/external-ref?access_num=000168962800019&link_type=ISI) 8. **Figueroa-Munoz JI**, Chinn S, Rona RJ. Association between obesity and asthma in 4–11 year old children in the UK. Thorax2001;56:133–7. [Abstract/FREE Full Text](http://thorax.bmj.com/lookup/ijlink/YTozOntzOjQ6InBhdGgiO3M6MTQ6Ii9sb29rdXAvaWpsaW5rIjtzOjU6InF1ZXJ5IjthOjQ6e3M6ODoibGlua1R5cGUiO3M6NDoiQUJTVCI7czoxMToiam91cm5hbENvZGUiO3M6OToidGhvcmF4am5sIjtzOjU6InJlc2lkIjtzOjg6IjU2LzIvMTMzIjtzOjQ6ImF0b20iO3M6MjQ6Ii90aG9yYXhqbmwvNjEvNC8zMDAuYXRvbSI7fXM6ODoiZnJhZ21lbnQiO3M6MDoiIjt9) 9. **Camargo CA Jr**, Weiss ST, Zhang S, *et al.* Prospective study of body mass index, weight change, and risk of adult- onset asthma in women. Arch Intern Med1999;159:2582–8. [CrossRef](http://thorax.bmj.com/lookup/external-ref?access_num=10.1001/archinte.159.21.2582&link_type=DOI) [PubMed](http://thorax.bmj.com/lookup/external-ref?access_num=10573048&link_type=MED&atom=%2Fthoraxjnl%2F61%2F4%2F300.atom) [Web of Science](http://thorax.bmj.com/lookup/external-ref?access_num=000083766800010&link_type=ISI) 10. **Guerra S**, Sherrill DL, Bobadilla A, *et al.* The relation of body mass index to asthma, chronic bronchitis, and emphysema. Chest2002;122:1256–63. [CrossRef](http://thorax.bmj.com/lookup/external-ref?access_num=10.1378/chest.122.4.1256&link_type=DOI) [PubMed](http://thorax.bmj.com/lookup/external-ref?access_num=12377850&link_type=MED&atom=%2Fthoraxjnl%2F61%2F4%2F300.atom) [Web of Science](http://thorax.bmj.com/lookup/external-ref?access_num=000178685200026&link_type=ISI) 11. **Huovinen E**, Kaprio J, Koskenvuo M. Factors associated to lifestyle and risk of adult onset asthma. Respir Med2003;97:273–80. [CrossRef](http://thorax.bmj.com/lookup/external-ref?access_num=10.1053/rmed.2003.1419&link_type=DOI) [PubMed](http://thorax.bmj.com/lookup/external-ref?access_num=12645835&link_type=MED&atom=%2Fthoraxjnl%2F61%2F4%2F300.atom) [Web of Science](http://thorax.bmj.com/lookup/external-ref?access_num=000181407700011&link_type=ISI) 12. **Ford ES**, Mannino DM, Redd SC, *et al.* Body mass index and asthma incidence: Findings from National Health and Nutrition Examination Survey I epidemiologic follow-up study. Am J Resp Crit Care Med2003;165:A442. 13. **Nystad W**, Meyer HE, Nafstad P, *et al.* Body mass index in relation to adult asthma among 135,000 Norwegian men and women. Am J Epidemiol2004;160:969–76. [Abstract/FREE Full Text](http://thorax.bmj.com/lookup/ijlink/YTozOntzOjQ6InBhdGgiO3M6MTQ6Ii9sb29rdXAvaWpsaW5rIjtzOjU6InF1ZXJ5IjthOjQ6e3M6ODoibGlua1R5cGUiO3M6NDoiQUJTVCI7czoxMToiam91cm5hbENvZGUiO3M6NzoiYW1qZXBpZCI7czo1OiJyZXNpZCI7czoxMDoiMTYwLzEwLzk2OSI7czo0OiJhdG9tIjtzOjI0OiIvdGhvcmF4am5sLzYxLzQvMzAwLmF0b20iO31zOjg6ImZyYWdtZW50IjtzOjA6IiI7fQ==) 14. **Stanley AH**, Demissie K, Rhoads GG. Asthma development with obesity exposure: observations from the cohort of the National Health and Nutrition Evaluation Survey Epidemiologic Follow-up Study (NHEFS). J Asthma2005;42:97–9. [PubMed](http://thorax.bmj.com/lookup/external-ref?access_num=15871440&link_type=MED&atom=%2Fthoraxjnl%2F61%2F4%2F300.atom) [Web of Science](http://thorax.bmj.com/lookup/external-ref?access_num=000228694900003&link_type=ISI) 15. **Gilliland FD**, Berhane K, Islam T. Obesity and the risk of newly diagnosed asthma in school-age children. Am J Epidemiol2003;158:406–15. [Abstract/FREE Full Text](http://thorax.bmj.com/lookup/ijlink/YTozOntzOjQ6InBhdGgiO3M6MTQ6Ii9sb29rdXAvaWpsaW5rIjtzOjU6InF1ZXJ5IjthOjQ6e3M6ODoibGlua1R5cGUiO3M6NDoiQUJTVCI7czoxMToiam91cm5hbENvZGUiO3M6NzoiYW1qZXBpZCI7czo1OiJyZXNpZCI7czo5OiIxNTgvNS80MDYiO3M6NDoiYXRvbSI7czoyNDoiL3Rob3JheGpubC82MS80LzMwMC5hdG9tIjt9czo4OiJmcmFnbWVudCI7czowOiIiO30=) 16. **Chinn S**, Rona RJ. Can the increase in body mass index explain the rising trend in asthma in children? Thorax2001;56:845–50. [Abstract/FREE Full Text](http://thorax.bmj.com/lookup/ijlink/YTozOntzOjQ6InBhdGgiO3M6MTQ6Ii9sb29rdXAvaWpsaW5rIjtzOjU6InF1ZXJ5IjthOjQ6e3M6ODoibGlua1R5cGUiO3M6NDoiQUJTVCI7czoxMToiam91cm5hbENvZGUiO3M6OToidGhvcmF4am5sIjtzOjU6InJlc2lkIjtzOjk6IjU2LzExLzg0NSI7czo0OiJhdG9tIjtzOjI0OiIvdGhvcmF4am5sLzYxLzQvMzAwLmF0b20iO31zOjg6ImZyYWdtZW50IjtzOjA6IiI7fQ==) 17. **Gold DR**, Damokosh AI, Dockery DW, *et al.* Body-mass index as a predictor of incident asthma in a prospective cohort of children. Pediatr Pulmonol2003;36:514–21. [CrossRef](http://thorax.bmj.com/lookup/external-ref?access_num=10.1002/ppul.10376&link_type=DOI) [PubMed](http://thorax.bmj.com/lookup/external-ref?access_num=14618644&link_type=MED&atom=%2Fthoraxjnl%2F61%2F4%2F300.atom) [Web of Science](http://thorax.bmj.com/lookup/external-ref?access_num=000186950600010&link_type=ISI) 18. **Guerra S**, Wright AL, Morgan WJ, *et al.* Persistence of asthma symptoms during adolescence: role of obesity and age at the onset of puberty. Am J Respir Crit Care Med2004;170:78–85. [CrossRef](http://thorax.bmj.com/lookup/external-ref?access_num=10.1164/rccm.200309-1224OC&link_type=DOI) [PubMed](http://thorax.bmj.com/lookup/external-ref?access_num=15028559&link_type=MED&atom=%2Fthoraxjnl%2F61%2F4%2F300.atom) [Web of Science](http://thorax.bmj.com/lookup/external-ref?access_num=000222328200019&link_type=ISI) 19. **Del-Rio-Navarro BE**, Fanghanel G, Berber A, *et al.* The relationship between asthma symptoms and anthropometric markers of overweight in a Hispanic population. J Invest Allergol Clin Immunol2003;13:118–23. [PubMed](http://thorax.bmj.com/lookup/external-ref?access_num=12968396&link_type=MED&atom=%2Fthoraxjnl%2F61%2F4%2F300.atom) [Web of Science](http://thorax.bmj.com/lookup/external-ref?access_num=000185522500007&link_type=ISI) 20. **Seidell JC**, de Groot LC, van Sonsbeek JL, *et al.* Associations of moderate and severe overweight with self-reported illness and medical care in Dutch adults. Am J Public Health1986;76:264–9. [PubMed](http://thorax.bmj.com/lookup/external-ref?access_num=3946713&link_type=MED&atom=%2Fthoraxjnl%2F61%2F4%2F300.atom) [Web of Science](http://thorax.bmj.com/lookup/external-ref?access_num=A1986A132800008&link_type=ISI) 21. **von Kries R**, Hermann M, Grunert VP, *et al.* Is obesity a risk factor for childhood asthma? Allergy2001;56:318–22. [CrossRef](http://thorax.bmj.com/lookup/external-ref?access_num=10.1034/j.1398-9995.2001.00727.x&link_type=DOI) [PubMed](http://thorax.bmj.com/lookup/external-ref?access_num=11284799&link_type=MED&atom=%2Fthoraxjnl%2F61%2F4%2F300.atom) [Web of Science](http://thorax.bmj.com/lookup/external-ref?access_num=000167706000009&link_type=ISI) 22. **Chen Y**, Dales R, Krewski D, *et al.* Increased effects of smoking and obesity on asthma among female Canadians: the National Population Health Survey, 1994–1995. Am J Epidemiol1999;150:255–62. [Abstract/FREE Full Text](http://thorax.bmj.com/lookup/ijlink/YTozOntzOjQ6InBhdGgiO3M6MTQ6Ii9sb29rdXAvaWpsaW5rIjtzOjU6InF1ZXJ5IjthOjQ6e3M6ODoibGlua1R5cGUiO3M6NDoiQUJTVCI7czoxMToiam91cm5hbENvZGUiO3M6NzoiYW1qZXBpZCI7czo1OiJyZXNpZCI7czo5OiIxNTAvMy8yNTUiO3M6NDoiYXRvbSI7czoyNDoiL3Rob3JheGpubC82MS80LzMwMC5hdG9tIjt9czo4OiJmcmFnbWVudCI7czowOiIiO30=) 23. **Huang SL**, Shiao G, Chou P. Association between body mass index and allergy in teenage girls in Taiwan. Clin Exp Allergy1999;29:323–9. [CrossRef](http://thorax.bmj.com/lookup/external-ref?access_num=10.1046/j.1365-2222.1999.00455.x&link_type=DOI) [PubMed](http://thorax.bmj.com/lookup/external-ref?access_num=10202338&link_type=MED&atom=%2Fthoraxjnl%2F61%2F4%2F300.atom) [Web of Science](http://thorax.bmj.com/lookup/external-ref?access_num=000079406600007&link_type=ISI) 24. **Hancox RJ**, Milne BJ, Poulton R, *et al.* Sex differences in the relation between body mass index and asthma and atopy in a birth cohort. Am J Respir Crit Care Med2005;171:440–5. [CrossRef](http://thorax.bmj.com/lookup/external-ref?access_num=10.1164/rccm.200405-623OC&link_type=DOI) [PubMed](http://thorax.bmj.com/lookup/external-ref?access_num=15557135&link_type=MED&atom=%2Fthoraxjnl%2F61%2F4%2F300.atom) [Web of Science](http://thorax.bmj.com/lookup/external-ref?access_num=000227197500005&link_type=ISI) 25. **Guerra S**, Sherrill DL, Bobadilla A, *et al.* The relation of body mass index to asthma, chronic bronchitis, and emphysema. Chest2002;122:1256–63. 26. **Considine RV**, Sinha MK, Heiman ML, *et al.* Serum immunoreactive-leptin concentrations in normal-weight and obese humans. N Engl J Med1996;334:292–5. [CrossRef](http://thorax.bmj.com/lookup/external-ref?access_num=10.1056/NEJM199602013340503&link_type=DOI) [PubMed](http://thorax.bmj.com/lookup/external-ref?access_num=8532024&link_type=MED&atom=%2Fthoraxjnl%2F61%2F4%2F300.atom) [Web of Science](http://thorax.bmj.com/lookup/external-ref?access_num=A1996TV69500003&link_type=ISI) 27. **Friedman JM**. Leptin, leptin receptors, and the control of body weight. Nutr Rev1998;56:s38–46, s5475. [PubMed](http://thorax.bmj.com/lookup/external-ref?access_num=9564176&link_type=MED&atom=%2Fthoraxjnl%2F61%2F4%2F300.atom) [Web of Science](http://thorax.bmj.com/lookup/external-ref?access_num=000072938500007&link_type=ISI) 28. **Rosenbaum M**, Nicolson M, Hirsch J, *et al.* Effects of gender, body composition, and menopause on plasma concentrations of leptin. J Clin Endocrinol Metab1996;81:3424–7. [CrossRef](http://thorax.bmj.com/lookup/external-ref?access_num=10.1210/jc.81.9.3424&link_type=DOI) [PubMed](http://thorax.bmj.com/lookup/external-ref?access_num=8784109&link_type=MED&atom=%2Fthoraxjnl%2F61%2F4%2F300.atom) [Web of Science](http://thorax.bmj.com/lookup/external-ref?access_num=A1996VF80400057&link_type=ISI) 29. **Ruhl CE**, Everhart JE. Leptin concentrations in the United States: relations with demographic and anthropometric measures. Am J Clin Nutr2001;74:295–301. [Abstract/FREE Full Text](http://thorax.bmj.com/lookup/ijlink/YTozOntzOjQ6InBhdGgiO3M6MTQ6Ii9sb29rdXAvaWpsaW5rIjtzOjU6InF1ZXJ5IjthOjQ6e3M6ODoibGlua1R5cGUiO3M6NDoiQUJTVCI7czoxMToiam91cm5hbENvZGUiO3M6NDoiYWpjbiI7czo1OiJyZXNpZCI7czo4OiI3NC8zLzI5NSI7czo0OiJhdG9tIjtzOjI0OiIvdGhvcmF4am5sLzYxLzQvMzAwLmF0b20iO31zOjg6ImZyYWdtZW50IjtzOjA6IiI7fQ==) 30. **Sarraf P**, Frederich RC, Turner EM, *et al.* Multiple cytokines and acute inflammation raise mouse leptin levels: potential role in inflammatory anorexia. J Exp Med1997;185:171–5. [Abstract/FREE Full Text](http://thorax.bmj.com/lookup/ijlink/YTozOntzOjQ6InBhdGgiO3M6MTQ6Ii9sb29rdXAvaWpsaW5rIjtzOjU6InF1ZXJ5IjthOjQ6e3M6ODoibGlua1R5cGUiO3M6NDoiQUJTVCI7czoxMToiam91cm5hbENvZGUiO3M6MzoiamVtIjtzOjU6InJlc2lkIjtzOjk6IjE4NS8xLzE3MSI7czo0OiJhdG9tIjtzOjI0OiIvdGhvcmF4am5sLzYxLzQvMzAwLmF0b20iO31zOjg6ImZyYWdtZW50IjtzOjA6IiI7fQ==) 31. **Schols AM**, Creutzberg EC, Buurman WA, *et al.* Plasma leptin is related to proinflammatory status and dietary intake in patients with chronic obstructive pulmonary disease. Am J Respir Crit Care Med1999;160:1220–6. [CrossRef](http://thorax.bmj.com/lookup/external-ref?access_num=10.1164/ajrccm.160.4.9811033&link_type=DOI) [PubMed](http://thorax.bmj.com/lookup/external-ref?access_num=10508810&link_type=MED&atom=%2Fthoraxjnl%2F61%2F4%2F300.atom) [Web of Science](http://thorax.bmj.com/lookup/external-ref?access_num=000083071000020&link_type=ISI) 32. **Messinis IE**, Papageorgiou I, Milingos S, *et al.* Oestradiol plus progesterone treatment increases serum leptin concentrations in normal women. Hum Reprod2001;16:1827–32. [Abstract/FREE Full Text](http://thorax.bmj.com/lookup/ijlink/YTozOntzOjQ6InBhdGgiO3M6MTQ6Ii9sb29rdXAvaWpsaW5rIjtzOjU6InF1ZXJ5IjthOjQ6e3M6ODoibGlua1R5cGUiO3M6NDoiQUJTVCI7czoxMToiam91cm5hbENvZGUiO3M6NjoiaHVtcmVwIjtzOjU6InJlc2lkIjtzOjk6IjE2LzkvMTgyNyI7czo0OiJhdG9tIjtzOjI0OiIvdGhvcmF4am5sLzYxLzQvMzAwLmF0b20iO31zOjg6ImZyYWdtZW50IjtzOjA6IiI7fQ==) 33. **Faggioni R**, Fantuzzi G, Fuller J, *et al.* IL-1 beta mediates leptin induction during inflammation. Am J Physiol1998;274:R204–8. 34. **Holness MJ**, Munns MJ, Sugden MC. Current concepts concerning the role of leptin in reproductive function. Mol Cell Endocrinol1999;157:11–20. [CrossRef](http://thorax.bmj.com/lookup/external-ref?access_num=10.1016/S0303-7207(99)00126-4&link_type=DOI) [PubMed](http://thorax.bmj.com/lookup/external-ref?access_num=10619393&link_type=MED&atom=%2Fthoraxjnl%2F61%2F4%2F300.atom) [Web of Science](http://thorax.bmj.com/lookup/external-ref?access_num=000083885800002&link_type=ISI) 35. **Guler N**, Kirerleri E, Ones U, *et al.* Leptin: does it have any role in childhood asthma? J Allergy Clin Immunol2004;114:254–9. [CrossRef](http://thorax.bmj.com/lookup/external-ref?access_num=10.1016/j.jaci.2004.03.053&link_type=DOI) [PubMed](http://thorax.bmj.com/lookup/external-ref?access_num=15316499&link_type=MED&atom=%2Fthoraxjnl%2F61%2F4%2F300.atom) [Web of Science](http://thorax.bmj.com/lookup/external-ref?access_num=000223405600006&link_type=ISI) 36. **US Department of Health and Human Services**. National Center for Health Statistics. Third National Health and Nutrition Examination Survey, 1988–1994, NHANES III Laboratory Data File. Public Use Data File Documentation Number 76200. Hyattsville, MD: Centers for Disease Control and Prevention and National Center for Health Statistics, 1996. 37. **US Department of Health and Human Services**. National Center for Health Statistics. Third National Health and Nutrition Examination Survey, 1988–1994, NHANES III Serum Leptin Data File (Series 11, No. 12A). Hyattsville, MD: Centers for Disease Control and Prevention, 2001. 38. **Lohman TG**, Pollock ML, Slaughter MH, *et al.* Methodological factors and the prediction of body fat in female athletes. Med Sci Sports Exerc1984;16:92–6. [PubMed](http://thorax.bmj.com/lookup/external-ref?access_num=6708788&link_type=MED&atom=%2Fthoraxjnl%2F61%2F4%2F300.atom) [Web of Science](http://thorax.bmj.com/lookup/external-ref?access_num=A1984SE17900017&link_type=ISI) 39. **Keller C**, Thomas KT. Measurement of body fat and fat distribution. J Nurs Meas1995;3:159–74. [PubMed](http://thorax.bmj.com/lookup/external-ref?access_num=8935772&link_type=MED&atom=%2Fthoraxjnl%2F61%2F4%2F300.atom) 40. **Arif AA**, Whitehead LW, Delclos GL, *et al.* Prevalence and risk factors of work related asthma by industry among United States workers: data from the third national health and nutrition examination survey (1988–94). Occup Environ Med2002;59:505–11. [Abstract/FREE Full Text](http://thorax.bmj.com/lookup/ijlink/YTozOntzOjQ6InBhdGgiO3M6MTQ6Ii9sb29rdXAvaWpsaW5rIjtzOjU6InF1ZXJ5IjthOjQ6e3M6ODoibGlua1R5cGUiO3M6NDoiQUJTVCI7czoxMToiam91cm5hbENvZGUiO3M6NToib2VtZWQiO3M6NToicmVzaWQiO3M6ODoiNTkvOC81MDUiO3M6NDoiYXRvbSI7czoyNDoiL3Rob3JheGpubC82MS80LzMwMC5hdG9tIjt9czo4OiJmcmFnbWVudCI7czowOiIiO30=) 41. **Bergen HT**, Cherlet TC, Manuel P, *et al.* Identification of leptin receptors in lung and isolated fetal type II cells. Am J Respir Cell Mol Biol2002;27:71–7. [CrossRef](http://thorax.bmj.com/lookup/external-ref?access_num=10.1165/ajrcmb.27.1.4540&link_type=DOI) [PubMed](http://thorax.bmj.com/lookup/external-ref?access_num=12091248&link_type=MED&atom=%2Fthoraxjnl%2F61%2F4%2F300.atom) [Web of Science](http://thorax.bmj.com/lookup/external-ref?access_num=000176718700010&link_type=ISI) 42. **Hoggard N**, Hunter L, Duncan JS, *et al.* Leptin and leptin receptor mRNA and protein expression in the murine fetus and placenta. Proc Natl Acad Sci USA1997;94:11073–8. [Abstract/FREE Full Text](http://thorax.bmj.com/lookup/ijlink/YTozOntzOjQ6InBhdGgiO3M6MTQ6Ii9sb29rdXAvaWpsaW5rIjtzOjU6InF1ZXJ5IjthOjQ6e3M6ODoibGlua1R5cGUiO3M6NDoiQUJTVCI7czoxMToiam91cm5hbENvZGUiO3M6NDoicG5hcyI7czo1OiJyZXNpZCI7czoxMToiOTQvMjAvMTEwNzMiO3M6NDoiYXRvbSI7czoyNDoiL3Rob3JheGpubC82MS80LzMwMC5hdG9tIjt9czo4OiJmcmFnbWVudCI7czowOiIiO30=) 43. **Shore SA**, Rivera-Sanchez YM, Schwartzman IM, *et al.* Responses to ozone are increased in obese mice. J Appl Physiol2003;95:938–45. [Abstract/FREE Full Text](http://thorax.bmj.com/lookup/ijlink/YTozOntzOjQ6InBhdGgiO3M6MTQ6Ii9sb29rdXAvaWpsaW5rIjtzOjU6InF1ZXJ5IjthOjQ6e3M6ODoibGlua1R5cGUiO3M6NDoiQUJTVCI7czoxMToiam91cm5hbENvZGUiO3M6MzoiamFwIjtzOjU6InJlc2lkIjtzOjg6Ijk1LzMvOTM4IjtzOjQ6ImF0b20iO3M6MjQ6Ii90aG9yYXhqbmwvNjEvNC8zMDAuYXRvbSI7fXM6ODoiZnJhZ21lbnQiO3M6MDoiIjt9) 44. **Loffreda S**, Yang SQ, Lin HZ, *et al.* Leptin regulates proinflammatory immune responses. Faseb J1998;12:57–65. [Abstract/FREE Full Text](http://thorax.bmj.com/lookup/ijlink/YTozOntzOjQ6InBhdGgiO3M6MTQ6Ii9sb29rdXAvaWpsaW5rIjtzOjU6InF1ZXJ5IjthOjQ6e3M6ODoibGlua1R5cGUiO3M6NDoiQUJTVCI7czoxMToiam91cm5hbENvZGUiO3M6NjoiZmFzZWJqIjtzOjU6InJlc2lkIjtzOjc6IjEyLzEvNTciO3M6NDoiYXRvbSI7czoyNDoiL3Rob3JheGpubC82MS80LzMwMC5hdG9tIjt9czo4OiJmcmFnbWVudCI7czowOiIiO30=) 45. **Gosset P**, Tsicopoulos A, Wallaert B, *et al.* Tumor necrosis factor alpha and interleukin-6 production by human mononuclear phagocytes from allergic asthmatics after IgE-dependent stimulation. Am Rev Respir Dis1992;146:768–74. [PubMed](http://thorax.bmj.com/lookup/external-ref?access_num=1519861&link_type=MED&atom=%2Fthoraxjnl%2F61%2F4%2F300.atom) [Web of Science](http://thorax.bmj.com/lookup/external-ref?access_num=A1992JM69400041&link_type=ISI) 46. **Mai XM**, Bottcher MF, Leijon I. Leptin and asthma in overweight children at 12 years of age. Pediatr Allergy Immunol2004;15:523–30. [CrossRef](http://thorax.bmj.com/lookup/external-ref?access_num=10.1111/j.1399-3038.2004.00195.x&link_type=DOI) [PubMed](http://thorax.bmj.com/lookup/external-ref?access_num=15610366&link_type=MED&atom=%2Fthoraxjnl%2F61%2F4%2F300.atom) [Web of Science](http://thorax.bmj.com/lookup/external-ref?access_num=000226152800008&link_type=ISI) 47. **Shimizu H**, Shimomura Y, Hayashi R, *et al.* Serum leptin concentration is associated with total body fat mass, but not abdominal fat distribution. Int J Obes Relat Metab Disord1997;21:536–41. [CrossRef](http://thorax.bmj.com/lookup/external-ref?access_num=10.1038/sj.ijo.0800437&link_type=DOI) [PubMed](http://thorax.bmj.com/lookup/external-ref?access_num=9226482&link_type=MED&atom=%2Fthoraxjnl%2F61%2F4%2F300.atom) [Web of Science](http://thorax.bmj.com/lookup/external-ref?access_num=A1997XG08400003&link_type=ISI) 48. **van Dielen FM**, van’t Veer C, Schols AM, *et al.* Increased leptin concentrations correlate with increased concentrations of inflammatory markers in morbidly obese individuals. Int J Obes Relat Metab Disord2001;25:1759–66. [CrossRef](http://thorax.bmj.com/lookup/external-ref?access_num=10.1038/sj.ijo.0801825&link_type=DOI) [PubMed](http://thorax.bmj.com/lookup/external-ref?access_num=11781755&link_type=MED&atom=%2Fthoraxjnl%2F61%2F4%2F300.atom) [Web of Science](http://thorax.bmj.com/lookup/external-ref?access_num=000172478300003&link_type=ISI) 49. **Visser M**, Bouter LM, McQuillan GM, *et al.* Elevated C-reactive protein levels in overweight and obese adults. JAMA1999;282:2131–5. [CrossRef](http://thorax.bmj.com/lookup/external-ref?access_num=10.1001/jama.282.22.2131&link_type=DOI) [PubMed](http://thorax.bmj.com/lookup/external-ref?access_num=10591334&link_type=MED&atom=%2Fthoraxjnl%2F61%2F4%2F300.atom) [Web of Science](http://thorax.bmj.com/lookup/external-ref?access_num=000083971400031&link_type=ISI) 50. **Ford ES**. Body mass index, diabetes, and C-reactive protein among US adults. Diabetes Care1999;22:1971–7. [Abstract/FREE Full Text](http://thorax.bmj.com/lookup/ijlink/YTozOntzOjQ6InBhdGgiO3M6MTQ6Ii9sb29rdXAvaWpsaW5rIjtzOjU6InF1ZXJ5IjthOjQ6e3M6ODoibGlua1R5cGUiO3M6NDoiQUJTVCI7czoxMToiam91cm5hbENvZGUiO3M6NzoiZGlhY2FyZSI7czo1OiJyZXNpZCI7czoxMDoiMjIvMTIvMTk3MSI7czo0OiJhdG9tIjtzOjI0OiIvdGhvcmF4am5sLzYxLzQvMzAwLmF0b20iO31zOjg6ImZyYWdtZW50IjtzOjA6IiI7fQ==) 51. **Firrincieli V**, Keller A, Ehrensberger R, *et al.* Decreased physical activity among headstart children with a history of wheezing: use of an accelerometer to measure activity. Pediatr Pulmonol2005;40:57–63. [CrossRef](http://thorax.bmj.com/lookup/external-ref?access_num=10.1002/ppul.20214&link_type=DOI) [PubMed](http://thorax.bmj.com/lookup/external-ref?access_num=15858799&link_type=MED&atom=%2Fthoraxjnl%2F61%2F4%2F300.atom) [Web of Science](http://thorax.bmj.com/lookup/external-ref?access_num=000230253600009&link_type=ISI) 52. **Lucas SR**, Platts-Mills TA. Physical activity and exercise in asthma: relevance to etiology and treatment. J Allergy Clin Immunol2005;115:928–34. [CrossRef](http://thorax.bmj.com/lookup/external-ref?access_num=10.1016/j.jaci.2005.01.033&link_type=DOI) [PubMed](http://thorax.bmj.com/lookup/external-ref?access_num=15867847&link_type=MED&atom=%2Fthoraxjnl%2F61%2F4%2F300.atom) [Web of Science](http://thorax.bmj.com/lookup/external-ref?access_num=000229055100005&link_type=ISI) 53. **Ding DJ**, Martin JG, Macklem PT. Effects of lung volume on maximal methacholine-induced bronchoconstriction in normal humans. J Appl Physiol1987;62:1324–30. [Abstract/FREE Full Text](http://thorax.bmj.com/lookup/ijlink/YTozOntzOjQ6InBhdGgiO3M6MTQ6Ii9sb29rdXAvaWpsaW5rIjtzOjU6InF1ZXJ5IjthOjQ6e3M6ODoibGlua1R5cGUiO3M6NDoiQUJTVCI7czoxMToiam91cm5hbENvZGUiO3M6MzoiamFwIjtzOjU6InJlc2lkIjtzOjk6IjYyLzMvMTMyNCI7czo0OiJhdG9tIjtzOjI0OiIvdGhvcmF4am5sLzYxLzQvMzAwLmF0b20iO31zOjg6ImZyYWdtZW50IjtzOjA6IiI7fQ==) 54. **Sood A**. Does obesity weigh heavily on the health of the human airway? J Allergy Clin Immunol2005;115:921–4. [CrossRef](http://thorax.bmj.com/lookup/external-ref?access_num=10.1016/j.jaci.2005.02.033&link_type=DOI) [PubMed](http://thorax.bmj.com/lookup/external-ref?access_num=15867845&link_type=MED&atom=%2Fthoraxjnl%2F61%2F4%2F300.atom) [Web of Science](http://thorax.bmj.com/lookup/external-ref?access_num=000229055100003&link_type=ISI) 55. **Barr RG**, Wentowski CC, Grodstein F, *et al.* Prospective study of postmenopausal hormone use and newly diagnosed asthma and chronic obstructive pulmonary disease. Arch Intern Med2004;164:379–86. [CrossRef](http://thorax.bmj.com/lookup/external-ref?access_num=10.1001/archinte.164.4.379&link_type=DOI) [PubMed](http://thorax.bmj.com/lookup/external-ref?access_num=14980988&link_type=MED&atom=%2Fthoraxjnl%2F61%2F4%2F300.atom) [Web of Science](http://thorax.bmj.com/lookup/external-ref?access_num=000189148600004&link_type=ISI) 56. **Altman DG**, Bland JM. Interaction revisited: the difference between two estimates. BMJ2003;326:219. [FREE Full Text](http://thorax.bmj.com/lookup/ijlink/YTozOntzOjQ6InBhdGgiO3M6MTQ6Ii9sb29rdXAvaWpsaW5rIjtzOjU6InF1ZXJ5IjthOjQ6e3M6ODoibGlua1R5cGUiO3M6NDoiRlVMTCI7czoxMToiam91cm5hbENvZGUiO3M6MzoiYm1qIjtzOjU6InJlc2lkIjtzOjEyOiIzMjYvNzM4Mi8yMTkiO3M6NDoiYXRvbSI7czoyNDoiL3Rob3JheGpubC82MS80LzMwMC5hdG9tIjt9czo4OiJmcmFnbWVudCI7czowOiIiO30=)