Role of DNA methylation in the association of lung function with body mass index: a two-step epigenetic Mendelian randomisation study ...

Abstract Background Low lung function has been associated with increased body mass index (BMI). The aim of this study was to investigate whether the effect of BMI on lung function is mediated by DNA methylation. Methods We used individual data from 285,495 participants in four population-based cohor...

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Main Authors: Amaral, André F. S., Imboden, Medea, Wielscher, Matthias, Rezwan, Faisal I., Minelli, Cosetta, Garcia-Aymerich, Judith, Peralta, Gabriela P., Auvinen, Juha, Jeong, Ayoung, Schaffner, Emmanuel, Beckmeyer-Borowko, Anna, Holloway, John W., Jarvelin, Marjo-Riitta, Probst-Hensch, Nicole M., Jarvis, Deborah L.
Format: Article in Journal/Newspaper
Language:unknown
Published: figshare 2020
Subjects:
Online Access:https://dx.doi.org/10.6084/m9.figshare.c.5024624
https://springernature.figshare.com/collections/Role_of_DNA_methylation_in_the_association_of_lung_function_with_body_mass_index_a_two-step_epigenetic_Mendelian_randomisation_study/5024624
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spelling ftdatacite:10.6084/m9.figshare.c.5024624 2024-04-28T08:32:24+00:00 Role of DNA methylation in the association of lung function with body mass index: a two-step epigenetic Mendelian randomisation study ... Amaral, André F. S. Imboden, Medea Wielscher, Matthias Rezwan, Faisal I. Minelli, Cosetta Garcia-Aymerich, Judith Peralta, Gabriela P. Auvinen, Juha Jeong, Ayoung Schaffner, Emmanuel Beckmeyer-Borowko, Anna Holloway, John W. Jarvelin, Marjo-Riitta Probst-Hensch, Nicole M. Jarvis, Deborah L. 2020 https://dx.doi.org/10.6084/m9.figshare.c.5024624 https://springernature.figshare.com/collections/Role_of_DNA_methylation_in_the_association_of_lung_function_with_body_mass_index_a_two-step_epigenetic_Mendelian_randomisation_study/5024624 unknown figshare Creative Commons Attribution 4.0 International https://creativecommons.org/licenses/by/4.0/legalcode cc-by-4.0 Biochemistry Medicine Genetics FOS Biological sciences Molecular Biology Biotechnology Sociology FOS Sociology Cancer Science Policy Plant Biology Collection article 2020 ftdatacite https://doi.org/10.6084/m9.figshare.c.5024624 2024-04-02T12:00:32Z Abstract Background Low lung function has been associated with increased body mass index (BMI). The aim of this study was to investigate whether the effect of BMI on lung function is mediated by DNA methylation. Methods We used individual data from 285,495 participants in four population-based cohorts: the European Community Respiratory Health Survey, the Northern Finland Birth Cohort 1966, the Swiss Study on Air Pollution and Lung Disease in Adults, and the UK Biobank. We carried out Mendelian randomisation (MR) analyses in two steps using a two-sample approach with SNPs as instrumental variables (IVs) in each step. In step 1 MR, we estimated the causal effect of BMI on peripheral blood DNA methylation (measured at genome-wide level) using 95 BMI-associated SNPs as IVs. In step 2 MR, we estimated the causal effect of DNA methylation on FEV1, FVC, and FEV1/FVC using two SNPs acting as methQTLs occurring close (in cis) to CpGs identified in the first step. These analyses were conducted after exclusion of weak ... Article in Journal/Newspaper Northern Finland DataCite Metadata Store (German National Library of Science and Technology)
institution Open Polar
collection DataCite Metadata Store (German National Library of Science and Technology)
op_collection_id ftdatacite
language unknown
topic Biochemistry
Medicine
Genetics
FOS Biological sciences
Molecular Biology
Biotechnology
Sociology
FOS Sociology
Cancer
Science Policy
Plant Biology
spellingShingle Biochemistry
Medicine
Genetics
FOS Biological sciences
Molecular Biology
Biotechnology
Sociology
FOS Sociology
Cancer
Science Policy
Plant Biology
Amaral, André F. S.
Imboden, Medea
Wielscher, Matthias
Rezwan, Faisal I.
Minelli, Cosetta
Garcia-Aymerich, Judith
Peralta, Gabriela P.
Auvinen, Juha
Jeong, Ayoung
Schaffner, Emmanuel
Beckmeyer-Borowko, Anna
Holloway, John W.
Jarvelin, Marjo-Riitta
Probst-Hensch, Nicole M.
Jarvis, Deborah L.
Role of DNA methylation in the association of lung function with body mass index: a two-step epigenetic Mendelian randomisation study ...
topic_facet Biochemistry
Medicine
Genetics
FOS Biological sciences
Molecular Biology
Biotechnology
Sociology
FOS Sociology
Cancer
Science Policy
Plant Biology
description Abstract Background Low lung function has been associated with increased body mass index (BMI). The aim of this study was to investigate whether the effect of BMI on lung function is mediated by DNA methylation. Methods We used individual data from 285,495 participants in four population-based cohorts: the European Community Respiratory Health Survey, the Northern Finland Birth Cohort 1966, the Swiss Study on Air Pollution and Lung Disease in Adults, and the UK Biobank. We carried out Mendelian randomisation (MR) analyses in two steps using a two-sample approach with SNPs as instrumental variables (IVs) in each step. In step 1 MR, we estimated the causal effect of BMI on peripheral blood DNA methylation (measured at genome-wide level) using 95 BMI-associated SNPs as IVs. In step 2 MR, we estimated the causal effect of DNA methylation on FEV1, FVC, and FEV1/FVC using two SNPs acting as methQTLs occurring close (in cis) to CpGs identified in the first step. These analyses were conducted after exclusion of weak ...
format Article in Journal/Newspaper
author Amaral, André F. S.
Imboden, Medea
Wielscher, Matthias
Rezwan, Faisal I.
Minelli, Cosetta
Garcia-Aymerich, Judith
Peralta, Gabriela P.
Auvinen, Juha
Jeong, Ayoung
Schaffner, Emmanuel
Beckmeyer-Borowko, Anna
Holloway, John W.
Jarvelin, Marjo-Riitta
Probst-Hensch, Nicole M.
Jarvis, Deborah L.
author_facet Amaral, André F. S.
Imboden, Medea
Wielscher, Matthias
Rezwan, Faisal I.
Minelli, Cosetta
Garcia-Aymerich, Judith
Peralta, Gabriela P.
Auvinen, Juha
Jeong, Ayoung
Schaffner, Emmanuel
Beckmeyer-Borowko, Anna
Holloway, John W.
Jarvelin, Marjo-Riitta
Probst-Hensch, Nicole M.
Jarvis, Deborah L.
author_sort Amaral, André F. S.
title Role of DNA methylation in the association of lung function with body mass index: a two-step epigenetic Mendelian randomisation study ...
title_short Role of DNA methylation in the association of lung function with body mass index: a two-step epigenetic Mendelian randomisation study ...
title_full Role of DNA methylation in the association of lung function with body mass index: a two-step epigenetic Mendelian randomisation study ...
title_fullStr Role of DNA methylation in the association of lung function with body mass index: a two-step epigenetic Mendelian randomisation study ...
title_full_unstemmed Role of DNA methylation in the association of lung function with body mass index: a two-step epigenetic Mendelian randomisation study ...
title_sort role of dna methylation in the association of lung function with body mass index: a two-step epigenetic mendelian randomisation study ...
publisher figshare
publishDate 2020
url https://dx.doi.org/10.6084/m9.figshare.c.5024624
https://springernature.figshare.com/collections/Role_of_DNA_methylation_in_the_association_of_lung_function_with_body_mass_index_a_two-step_epigenetic_Mendelian_randomisation_study/5024624
genre Northern Finland
genre_facet Northern Finland
op_rights Creative Commons Attribution 4.0 International
https://creativecommons.org/licenses/by/4.0/legalcode
cc-by-4.0
op_doi https://doi.org/10.6084/m9.figshare.c.5024624
_version_ 1797589608185200640