Genetic correlation and causal relationships between cardio-metabolic traits and lung function impairment

Abstract Background Associations of low lung function with features of poor cardio-metabolic health have been reported. It is, however, unclear whether these co-morbidities reflect causal associations, shared genetic heritability or are confounded by environmental factors. Methods We performed three...

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Published in:Genome Medicine
Main Authors: Wielscher, Matthias, Amaral, Andre F. S., van der Plaat, Diana, Wain, Louise V., Sebert, Sylvain, Mosen-Ansorena, David, Auvinen, Juha, Herzig, Karl-Heinz, Dehghan, Abbas, Jarvis, Debbie L., Jarvelin, Marjo-Riitta
Other Authors: Horizon 2020
Format: Article in Journal/Newspaper
Language:English
Published: Springer Science and Business Media LLC 2021
Subjects:
Online Access:http://dx.doi.org/10.1186/s13073-021-00914-x
https://link.springer.com/content/pdf/10.1186/s13073-021-00914-x.pdf
https://link.springer.com/article/10.1186/s13073-021-00914-x/fulltext.html
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spelling crspringernat:10.1186/s13073-021-00914-x 2023-05-15T17:42:53+02:00 Genetic correlation and causal relationships between cardio-metabolic traits and lung function impairment Wielscher, Matthias Amaral, Andre F. S. van der Plaat, Diana Wain, Louise V. Sebert, Sylvain Mosen-Ansorena, David Auvinen, Juha Herzig, Karl-Heinz Dehghan, Abbas Jarvis, Debbie L. Jarvelin, Marjo-Riitta Horizon 2020 2021 http://dx.doi.org/10.1186/s13073-021-00914-x https://link.springer.com/content/pdf/10.1186/s13073-021-00914-x.pdf https://link.springer.com/article/10.1186/s13073-021-00914-x/fulltext.html en eng Springer Science and Business Media LLC https://creativecommons.org/licenses/by/4.0 https://creativecommons.org/licenses/by/4.0 CC-BY Genome Medicine volume 13, issue 1 ISSN 1756-994X Genetics (clinical) Genetics Molecular Biology Molecular Medicine journal-article 2021 crspringernat https://doi.org/10.1186/s13073-021-00914-x 2022-01-04T16:47:06Z Abstract Background Associations of low lung function with features of poor cardio-metabolic health have been reported. It is, however, unclear whether these co-morbidities reflect causal associations, shared genetic heritability or are confounded by environmental factors. Methods We performed three analyses: (1) cardio-metabolic health to lung function association tests in Northern Finland Birth cohort 1966, (2) cross-trait linkage disequilibrium score regression (LDSC) to compare genetic backgrounds and (3) Mendelian randomisation (MR) analysis to assess the causal effect of cardio-metabolic traits and disease on lung function, and vice versa (bidirectional MR). Genetic associations were obtained from the UK Biobank data or published large-scale genome-wide association studies ( N > 82,000). Results We observed a negative genetic correlation between lung function and cardio-metabolic traits and diseases. In Mendelian Randomisation analysis (MR), we found associations between type 2 diabetes (T2D) instruments and forced vital capacity (FVC) as well as FEV1/FVC. Body mass index (BMI) instruments were associated to all lung function traits and C-reactive protein (CRP) instruments to FVC. These genetic associations provide evidence for a causal effect of cardio-metabolic traits on lung function. Multivariable MR suggested independence of these causal effects from other tested cardio-metabolic traits and diseases. Analysis of lung function specific SNPs revealed a potential causal effect of FEV1/FVC on blood pressure. Conclusions The present study overcomes many limitations of observational studies by using Mendelian Randomisation. We provide evidence for an independent causal effect of T2D, CRP and BMI on lung function with some of the T2D effect on lung function being attributed to inflammatory mechanisms. Furthermore, this analysis suggests a potential causal effect of FEV1/FVC on blood pressure. Our detailed analysis of the interplay between cardio-metabolic traits and impaired lung function provides the opportunity to improve the quality of existing intervention strategies. Article in Journal/Newspaper Northern Finland Springer Nature (via Crossref) Genome Medicine 13 1
institution Open Polar
collection Springer Nature (via Crossref)
op_collection_id crspringernat
language English
topic Genetics (clinical)
Genetics
Molecular Biology
Molecular Medicine
spellingShingle Genetics (clinical)
Genetics
Molecular Biology
Molecular Medicine
Wielscher, Matthias
Amaral, Andre F. S.
van der Plaat, Diana
Wain, Louise V.
Sebert, Sylvain
Mosen-Ansorena, David
Auvinen, Juha
Herzig, Karl-Heinz
Dehghan, Abbas
Jarvis, Debbie L.
Jarvelin, Marjo-Riitta
Genetic correlation and causal relationships between cardio-metabolic traits and lung function impairment
topic_facet Genetics (clinical)
Genetics
Molecular Biology
Molecular Medicine
description Abstract Background Associations of low lung function with features of poor cardio-metabolic health have been reported. It is, however, unclear whether these co-morbidities reflect causal associations, shared genetic heritability or are confounded by environmental factors. Methods We performed three analyses: (1) cardio-metabolic health to lung function association tests in Northern Finland Birth cohort 1966, (2) cross-trait linkage disequilibrium score regression (LDSC) to compare genetic backgrounds and (3) Mendelian randomisation (MR) analysis to assess the causal effect of cardio-metabolic traits and disease on lung function, and vice versa (bidirectional MR). Genetic associations were obtained from the UK Biobank data or published large-scale genome-wide association studies ( N > 82,000). Results We observed a negative genetic correlation between lung function and cardio-metabolic traits and diseases. In Mendelian Randomisation analysis (MR), we found associations between type 2 diabetes (T2D) instruments and forced vital capacity (FVC) as well as FEV1/FVC. Body mass index (BMI) instruments were associated to all lung function traits and C-reactive protein (CRP) instruments to FVC. These genetic associations provide evidence for a causal effect of cardio-metabolic traits on lung function. Multivariable MR suggested independence of these causal effects from other tested cardio-metabolic traits and diseases. Analysis of lung function specific SNPs revealed a potential causal effect of FEV1/FVC on blood pressure. Conclusions The present study overcomes many limitations of observational studies by using Mendelian Randomisation. We provide evidence for an independent causal effect of T2D, CRP and BMI on lung function with some of the T2D effect on lung function being attributed to inflammatory mechanisms. Furthermore, this analysis suggests a potential causal effect of FEV1/FVC on blood pressure. Our detailed analysis of the interplay between cardio-metabolic traits and impaired lung function provides the opportunity to improve the quality of existing intervention strategies.
author2 Horizon 2020
format Article in Journal/Newspaper
author Wielscher, Matthias
Amaral, Andre F. S.
van der Plaat, Diana
Wain, Louise V.
Sebert, Sylvain
Mosen-Ansorena, David
Auvinen, Juha
Herzig, Karl-Heinz
Dehghan, Abbas
Jarvis, Debbie L.
Jarvelin, Marjo-Riitta
author_facet Wielscher, Matthias
Amaral, Andre F. S.
van der Plaat, Diana
Wain, Louise V.
Sebert, Sylvain
Mosen-Ansorena, David
Auvinen, Juha
Herzig, Karl-Heinz
Dehghan, Abbas
Jarvis, Debbie L.
Jarvelin, Marjo-Riitta
author_sort Wielscher, Matthias
title Genetic correlation and causal relationships between cardio-metabolic traits and lung function impairment
title_short Genetic correlation and causal relationships between cardio-metabolic traits and lung function impairment
title_full Genetic correlation and causal relationships between cardio-metabolic traits and lung function impairment
title_fullStr Genetic correlation and causal relationships between cardio-metabolic traits and lung function impairment
title_full_unstemmed Genetic correlation and causal relationships between cardio-metabolic traits and lung function impairment
title_sort genetic correlation and causal relationships between cardio-metabolic traits and lung function impairment
publisher Springer Science and Business Media LLC
publishDate 2021
url http://dx.doi.org/10.1186/s13073-021-00914-x
https://link.springer.com/content/pdf/10.1186/s13073-021-00914-x.pdf
https://link.springer.com/article/10.1186/s13073-021-00914-x/fulltext.html
genre Northern Finland
genre_facet Northern Finland
op_source Genome Medicine
volume 13, issue 1
ISSN 1756-994X
op_rights https://creativecommons.org/licenses/by/4.0
https://creativecommons.org/licenses/by/4.0
op_rightsnorm CC-BY
op_doi https://doi.org/10.1186/s13073-021-00914-x
container_title Genome Medicine
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