Causal Effects of Body Mass Index on Airflow Obstruction and Forced Mid-Expiratory Flow: A Mendelian Randomization Study Taking Interactions and Age-Specific Instruments Into Consideration Toward a Life Course Perspective

被引:9
作者
Probst-Hensch, Nicole [1 ,2 ]
Jeong, Ayoung [1 ,2 ]
Stolz, Daiana [3 ]
Pons, Marco [4 ]
Soccal, Paola M. [5 ]
Bettschart, Robert [6 ]
Jarvis, Deborah [7 ,8 ]
Holloway, John W. [9 ]
Kronenberg, Florian [10 ]
Imboden, Medea [1 ,2 ]
Schindler, Christian [1 ,2 ]
Lovison, Gianfranco F. [1 ,2 ,11 ]
机构
[1] Swiss Trop & Publ Hlth Inst, Dept Epidemiol & Publ Hlth, Basel, Switzerland
[2] Univ Basel, Dept Publ Hlth, Basel, Switzerland
[3] Univ Hosp Basel, Clin Pulm Med & Resp Cell Res, Basel, Switzerland
[4] Reg Hosp Lugano, Div Pulm Med, Lugano, Switzerland
[5] Geneva Univ Hosp, Div Pulm Med, Geneva, Switzerland
[6] Hirslanden Klin, Lungenpraxis Aarau, Aarau, Switzerland
[7] Imperial Coll London, Ctr Environm & Hlth, Med Res Council, Publ Hlth England, London, England
[8] Imperial Coll London, Natl Heart & Lung Inst, Populat Hlth & Occupat Dis, London, England
[9] Univ Southampton, Human Dev & Hlth, Fac Med, Southampton, Hants, England
[10] Med Univ Innsbruck, Div Genet Epidemiol, Dept Med Genet Mol & Clin Pharmacol, Innsbruck, Austria
[11] Univ Palermo, Dept Econ Business & Stat, Palermo, Italy
基金
瑞士国家科学基金会; 欧盟地平线“2020”; 英国惠康基金;
关键词
Mendelian randomization; body mass index; genetic score; lung function; COPD; longitudinal cohort; GENOME-WIDE ASSOCIATION; PULMONARY-DISEASE COPD; LUNG-FUNCTION DECLINE; FOLLOW-UP; OBESITY; ASTHMA; QUALITY; ADULTS; RISK; SPIROMETERS;
D O I
10.3389/fpubh.2021.584955
中图分类号
R1 [预防医学、卫生学];
学科分类号
1004 ; 120402 ;
摘要
Obesity has complex links to respiratory health. Mendelian randomization (MR) enables assessment of causality of body mass index (BMI) effects on airflow obstruction and mid-expiratory flow. In the adult SAPALDIA cohort, recruiting 9,651 population-representative samples aged 18-60 years at baseline (female 51%), BMI and the ratio of forced expiratory volume in 1 second (FEV1) to forced vital capacity (FVC) as well as forced mid-expiratory flow (FEF25-75%) were measured three times over 20 follow-up years. The causal effects of BMI in childhood and adulthood on FEV1/FVC and FEF25-75% were assessed in predictive (BMI averaged over 1st and 2nd, lung function (LF) averaged over 2nd and 3rd follow-up; N = 2,850) and long-term cross-sectional models (BMI and LF averaged over all follow-ups; N = 2,728) by Mendelian Randomization analyses with the use of weighted BMI allele score as an instrument variable and two-stage least squares (2SLS) method. Three different BMI allele scores were applied to specifically capture the part of BMI in adulthood that likely reflects tracking of genetically determined BMI in childhood. The main causal effects were derived from models containing BMI (instrumented by BMI genetic score), age, sex, height, and packyears smoked as covariates. BMI interactions were instrumented by the product of the instrument (BMI genetic score) and the relevant concomitant variable. Causal effects of BMI on FEV1/FVC and FEF25-75% were observed in both the predictive and long-term cross-sectional models. The causal BMI- LF effects were negative and attenuated with increasing age, and stronger if instrumented by gene scores associated with childhood BMI. This non-standard MR approach interrogating causal effects of multiplicative interaction suggests that the genetically rooted part of BMI patterns in childhood may be of particular relevance for the level of small airway function and airflow obstruction later in life. The methodological relevance of the results is first to point to the importance of a life course perspective in studies on the etiological role of BMI in respiratory health, and second to point out novel methodological aspects to be considered in future MR studies on the causal effects of obesity related phenotypes.
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页数:15
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