Cargando…
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
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...
Autores principales: | , , , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2021
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8144328/ https://www.ncbi.nlm.nih.gov/pubmed/34046380 http://dx.doi.org/10.3389/fpubh.2021.584955 |
_version_ | 1783696933354733568 |
---|---|
author | Probst-Hensch, Nicole Jeong, Ayoung Stolz, Daiana Pons, Marco Soccal, Paola M. Bettschart, Robert Jarvis, Deborah Holloway, John W. Kronenberg, Florian Imboden, Medea Schindler, Christian Lovison, Gianfranco F. |
author_facet | Probst-Hensch, Nicole Jeong, Ayoung Stolz, Daiana Pons, Marco Soccal, Paola M. Bettschart, Robert Jarvis, Deborah Holloway, John W. Kronenberg, Florian Imboden, Medea Schindler, Christian Lovison, Gianfranco F. |
author_sort | Probst-Hensch, Nicole |
collection | PubMed |
description | 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 (FEV(1)) 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. |
format | Online Article Text |
id | pubmed-8144328 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-81443282021-05-26 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 Probst-Hensch, Nicole Jeong, Ayoung Stolz, Daiana Pons, Marco Soccal, Paola M. Bettschart, Robert Jarvis, Deborah Holloway, John W. Kronenberg, Florian Imboden, Medea Schindler, Christian Lovison, Gianfranco F. Front Public Health Public Health 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 (FEV(1)) 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. Frontiers Media S.A. 2021-05-11 /pmc/articles/PMC8144328/ /pubmed/34046380 http://dx.doi.org/10.3389/fpubh.2021.584955 Text en Copyright © 2021 Probst-Hensch, Jeong, Stolz, Pons, Soccal, Bettschart, Jarvis, Holloway, Kronenberg, Imboden, Schindler and Lovison. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Public Health Probst-Hensch, Nicole Jeong, Ayoung Stolz, Daiana Pons, Marco Soccal, Paola M. Bettschart, Robert Jarvis, Deborah Holloway, John W. Kronenberg, Florian Imboden, Medea Schindler, Christian Lovison, Gianfranco F. 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 |
title | 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 |
title_full | 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 |
title_fullStr | 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 |
title_full_unstemmed | 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 |
title_short | 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 |
title_sort | 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 |
topic | Public Health |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8144328/ https://www.ncbi.nlm.nih.gov/pubmed/34046380 http://dx.doi.org/10.3389/fpubh.2021.584955 |
work_keys_str_mv | AT probsthenschnicole causaleffectsofbodymassindexonairflowobstructionandforcedmidexpiratoryflowamendelianrandomizationstudytakinginteractionsandagespecificinstrumentsintoconsiderationtowardalifecourseperspective AT jeongayoung causaleffectsofbodymassindexonairflowobstructionandforcedmidexpiratoryflowamendelianrandomizationstudytakinginteractionsandagespecificinstrumentsintoconsiderationtowardalifecourseperspective AT stolzdaiana causaleffectsofbodymassindexonairflowobstructionandforcedmidexpiratoryflowamendelianrandomizationstudytakinginteractionsandagespecificinstrumentsintoconsiderationtowardalifecourseperspective AT ponsmarco causaleffectsofbodymassindexonairflowobstructionandforcedmidexpiratoryflowamendelianrandomizationstudytakinginteractionsandagespecificinstrumentsintoconsiderationtowardalifecourseperspective AT soccalpaolam causaleffectsofbodymassindexonairflowobstructionandforcedmidexpiratoryflowamendelianrandomizationstudytakinginteractionsandagespecificinstrumentsintoconsiderationtowardalifecourseperspective AT bettschartrobert causaleffectsofbodymassindexonairflowobstructionandforcedmidexpiratoryflowamendelianrandomizationstudytakinginteractionsandagespecificinstrumentsintoconsiderationtowardalifecourseperspective AT jarvisdeborah causaleffectsofbodymassindexonairflowobstructionandforcedmidexpiratoryflowamendelianrandomizationstudytakinginteractionsandagespecificinstrumentsintoconsiderationtowardalifecourseperspective AT hollowayjohnw causaleffectsofbodymassindexonairflowobstructionandforcedmidexpiratoryflowamendelianrandomizationstudytakinginteractionsandagespecificinstrumentsintoconsiderationtowardalifecourseperspective AT kronenbergflorian causaleffectsofbodymassindexonairflowobstructionandforcedmidexpiratoryflowamendelianrandomizationstudytakinginteractionsandagespecificinstrumentsintoconsiderationtowardalifecourseperspective AT imbodenmedea causaleffectsofbodymassindexonairflowobstructionandforcedmidexpiratoryflowamendelianrandomizationstudytakinginteractionsandagespecificinstrumentsintoconsiderationtowardalifecourseperspective AT schindlerchristian causaleffectsofbodymassindexonairflowobstructionandforcedmidexpiratoryflowamendelianrandomizationstudytakinginteractionsandagespecificinstrumentsintoconsiderationtowardalifecourseperspective AT lovisongianfrancof causaleffectsofbodymassindexonairflowobstructionandforcedmidexpiratoryflowamendelianrandomizationstudytakinginteractionsandagespecificinstrumentsintoconsiderationtowardalifecourseperspective |