Incidence of Adult-onset Asthma After Hypothetical Interventions on Body Mass Index and Physical Activity: An Application of the Parametric G-Formula

被引:41
作者
Garcia-Aymerich, Judith [1 ,2 ,3 ]
Varraso, Raphaelle [4 ,5 ]
Danaei, Goodarz [6 ,7 ]
Camargo, Carlos A., Jr. [6 ,8 ,9 ]
Hernan, Miguel A. [6 ,10 ,11 ]
机构
[1] Ctr Res Environm Epidemiol, Barcelona 08003, Spain
[2] Univ Pompeu Fabra, Dept Ciencies Expt & Salut, Barcelona, Spain
[3] CIBER Epidemiol & Salud Publ, Barcelona, Spain
[4] CESP Ctr Res Epidemiol & Populat Hlth, INSERM, U1018, Resp & Environm Epidemiol Team, Villejuif, France
[5] Univ Paris 11, UMRS 1018, Villejuif, France
[6] Harvard Univ, Sch Publ Hlth, Dept Epidemiol, Boston, MA 02115 USA
[7] Harvard Univ, Sch Publ Hlth, Dept Global Hlth & Populat, Boston, MA 02115 USA
[8] Harvard Univ, Brigham & Womens Hosp, Sch Med, Channing Div Network Med, Boston, MA 02115 USA
[9] Harvard Univ, Massachusetts Gen Hosp, Sch Med, Dept Emergency Med, Boston, MA USA
[10] Harvard Univ, Sch Publ Hlth, Dept Biostat, Boston, MA 02115 USA
[11] Harvard Mit Div Hlth Sci & Technol, Boston, MA USA
基金
美国国家卫生研究院;
关键词
asthma; body mass index; g-formula; hypothetical interventions; physical activity; OBSTRUCTIVE PULMONARY-DISEASE; CORONARY-HEART-DISEASE; RISK-FACTORS; OBESITY; MIDLIFE; LIFE;
D O I
10.1093/aje/kwt229
中图分类号
R1 [预防医学、卫生学];
学科分类号
1004 ; 120402 ;
摘要
High body mass index (BMI) (calculated as weight (kg)/height (m)(2)) is associated with increased asthma risk, but uncertainty persists about the role of physical activity. We estimated the independent and joint associations of hypothetical interventions on BMI and physical activity with the risk of adult-onset asthma in 76,470 asthma-free women from the Nurses Health Study who were followed between 1988 and 1998. Information about asthma, BMI, physical activity, and other factors was updated every 2 years. We used the parametric g-formula to estimate the 10-year asthma risk in the following 4 scenarios: no intervention, 5 BMI reduction in a 2-year period for those who were overweight or obese, at least 2.5 hours/week of moderate-to-vigorous physical activity, and both of the previous 2 interventions. At baseline, women had a mean age of 55 (standard deviation, 7) years and a mean BMI of 25.4 (standard deviation, 4.8). Median time spent in physical activity was 0.7 hours/week. During follow-up, 1,146 women developed asthma. The 10-year asthma risk under no intervention was 1.5. Compared with no intervention, the population risk ratios were 0.96 (95 confidence interval (CI): 0.93, 0.99) under the BMI intervention, 0.96 (95 CI: 0.81, 1.10) under the physical activity intervention, and 0.92 (95 CI: 0.78, 1.06) under the joint intervention. Interventions on BMI and physical activity may have a modest impact on the risk of adult-onset asthma in this population of US women.
引用
收藏
页码:20 / 26
页数:7
相关论文
共 30 条
[11]   Weight loss and asthma: a systematic review [J].
Eneli, I. U. ;
Skybo, T. ;
Camargo, C. A., Jr. .
THORAX, 2008, 63 (08) :671-676
[12]   Regular physical activity modifies smoking-related lung function decline and reduces risk of chronic obstructive pulmonary disease -: A population-based cohort study [J].
Garcia-Aymerich, Judith ;
Lange, Peter ;
Benet, Marta ;
Schnohr, Peter ;
Anto, Josep M. .
AMERICAN JOURNAL OF RESPIRATORY AND CRITICAL CARE MEDICINE, 2007, 175 (05) :458-463
[13]   Prospective Study of Physical Activity and Risk of Asthma Exacerbations in Older Women [J].
Garcia-Aymerich, Judith ;
Varraso, Raphaelle ;
Anto, Josep M. ;
Camargo, Carlos A., Jr. .
AMERICAN JOURNAL OF RESPIRATORY AND CRITICAL CARE MEDICINE, 2009, 179 (11) :999-1003
[14]   Quantifying biases in causal models:: Classical confounding vs collider-stratification bias [J].
Greenland, S .
EPIDEMIOLOGY, 2003, 14 (03) :300-306
[15]   Does obesity shorten life?: The importance of well-defined interventions to answer causal questions [J].
Hernan, M. A. ;
Taubman, S. L. .
INTERNATIONAL JOURNAL OF OBESITY, 2008, 32 (Suppl 3) :S8-S14
[16]   A structural approach to selection bias [J].
Hernán, MA ;
Hernández-Díaz, S ;
Robins, JM .
EPIDEMIOLOGY, 2004, 15 (05) :615-625
[17]   Compound Treatments and Transportability of Causal Inference [J].
Hernan, Miguel A. ;
VanderWeele, Tyler J. .
EPIDEMIOLOGY, 2011, 22 (03) :368-377
[18]   Factors associated to lifestyle and risk of adult onset asthma [J].
Huovinen, E ;
Kaprio, J ;
Koskenvuo, M .
RESPIRATORY MEDICINE, 2003, 97 (03) :273-280
[19]   Obesity as a medical problem [J].
Kopelman, PG .
NATURE, 2000, 404 (6778) :635-643
[20]   Changes in Fish Consumption in Midlife and the Risk of Coronary Heart Disease in Men and Women [J].
Lajous, Martin ;
Willett, Walter C. ;
Robins, James ;
Young, Jessica G. ;
Rimm, Eric ;
Mozaffarian, Dariush ;
Hernan, Miguel A. .
AMERICAN JOURNAL OF EPIDEMIOLOGY, 2013, 178 (03) :382-391