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Circulating Isovalerylcarnitine and Lung Cancer Risk: Evidence from Mendelian Randomization and Prediagnostic Blood Measurements
BACKGROUND: Tobacco exposure causes 8 of 10 lung cancers, and identifying additional risk factors is challenging due to confounding introduced by smoking in traditional observational studies. MATERIALS AND METHODS: We used Mendelian randomization (MR) to screen 207 metabolites for their role in lung...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
American Association for Cancer Research
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9530646/ https://www.ncbi.nlm.nih.gov/pubmed/35839461 http://dx.doi.org/10.1158/1055-9965.EPI-21-1033 |
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author | Smith-Byrne, Karl Cerani, Agustin Guida, Florence Zhou, Sirui Agudo, Antonio Aleksandrova, Krasimira Barricarte, Aurelio Barranco, Miguel Rodríguez Bochers, Christoph H. Gram, Inger Torhild Han, Jun Amos, Christopher I. Hung, Rayjean J. Grankvist, Kjell Nøst, Therese Haugdhal Imaz, Liher Chirlaque-López, María Dolores Johansson, Mikael Kaaks, Rudolf Kühn, Tilman Martin, Richard M. McKay, James D. Pala, Valeria Robbins, Hilary A. Sandanger, Torkjel M. Schibli, David Schulze, Matthias B. Travis, Ruth C. Vineis, Paolo Weiderpass, Elisabete Brennan, Paul Johansson, Mattias Richards, J. Brent |
author_facet | Smith-Byrne, Karl Cerani, Agustin Guida, Florence Zhou, Sirui Agudo, Antonio Aleksandrova, Krasimira Barricarte, Aurelio Barranco, Miguel Rodríguez Bochers, Christoph H. Gram, Inger Torhild Han, Jun Amos, Christopher I. Hung, Rayjean J. Grankvist, Kjell Nøst, Therese Haugdhal Imaz, Liher Chirlaque-López, María Dolores Johansson, Mikael Kaaks, Rudolf Kühn, Tilman Martin, Richard M. McKay, James D. Pala, Valeria Robbins, Hilary A. Sandanger, Torkjel M. Schibli, David Schulze, Matthias B. Travis, Ruth C. Vineis, Paolo Weiderpass, Elisabete Brennan, Paul Johansson, Mattias Richards, J. Brent |
author_sort | Smith-Byrne, Karl |
collection | PubMed |
description | BACKGROUND: Tobacco exposure causes 8 of 10 lung cancers, and identifying additional risk factors is challenging due to confounding introduced by smoking in traditional observational studies. MATERIALS AND METHODS: We used Mendelian randomization (MR) to screen 207 metabolites for their role in lung cancer predisposition using independent genome-wide association studies (GWAS) of blood metabolite levels (n = 7,824) and lung cancer risk (n = 29,266 cases/56,450 controls). A nested case–control study (656 cases and 1,296 matched controls) was subsequently performed using prediagnostic blood samples to validate MR association with lung cancer incidence data from population-based cohorts (EPIC and NSHDS). RESULTS: An MR-based scan of 207 circulating metabolites for lung cancer risk identified that blood isovalerylcarnitine (IVC) was associated with a decreased odds of lung cancer after accounting for multiple testing (log(10)-OR = 0.43; 95% CI, 0.29–0.63). Molar measurement of IVC in prediagnostic blood found similar results (log(10)-OR = 0.39; 95% CI, 0.21–0.72). Results were consistent across lung cancer subtypes. CONCLUSIONS: Independent lines of evidence support an inverse association of elevated circulating IVC with lung cancer risk through a novel methodologic approach that integrates genetic and traditional epidemiology to efficiently identify novel cancer biomarkers. IMPACT: Our results find compelling evidence in favor of a protective role for a circulating metabolite, IVC, in lung cancer etiology. From the treatment of a Mendelian disease, isovaleric acidemia, we know that circulating IVC is modifiable through a restricted protein diet or glycine and L-carnatine supplementation. IVC may represent a modifiable and inversely associated biomarker for lung cancer. |
format | Online Article Text |
id | pubmed-9530646 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | American Association for Cancer Research |
record_format | MEDLINE/PubMed |
spelling | pubmed-95306462022-10-05 Circulating Isovalerylcarnitine and Lung Cancer Risk: Evidence from Mendelian Randomization and Prediagnostic Blood Measurements Smith-Byrne, Karl Cerani, Agustin Guida, Florence Zhou, Sirui Agudo, Antonio Aleksandrova, Krasimira Barricarte, Aurelio Barranco, Miguel Rodríguez Bochers, Christoph H. Gram, Inger Torhild Han, Jun Amos, Christopher I. Hung, Rayjean J. Grankvist, Kjell Nøst, Therese Haugdhal Imaz, Liher Chirlaque-López, María Dolores Johansson, Mikael Kaaks, Rudolf Kühn, Tilman Martin, Richard M. McKay, James D. Pala, Valeria Robbins, Hilary A. Sandanger, Torkjel M. Schibli, David Schulze, Matthias B. Travis, Ruth C. Vineis, Paolo Weiderpass, Elisabete Brennan, Paul Johansson, Mattias Richards, J. Brent Cancer Epidemiol Biomarkers Prev Research Articles BACKGROUND: Tobacco exposure causes 8 of 10 lung cancers, and identifying additional risk factors is challenging due to confounding introduced by smoking in traditional observational studies. MATERIALS AND METHODS: We used Mendelian randomization (MR) to screen 207 metabolites for their role in lung cancer predisposition using independent genome-wide association studies (GWAS) of blood metabolite levels (n = 7,824) and lung cancer risk (n = 29,266 cases/56,450 controls). A nested case–control study (656 cases and 1,296 matched controls) was subsequently performed using prediagnostic blood samples to validate MR association with lung cancer incidence data from population-based cohorts (EPIC and NSHDS). RESULTS: An MR-based scan of 207 circulating metabolites for lung cancer risk identified that blood isovalerylcarnitine (IVC) was associated with a decreased odds of lung cancer after accounting for multiple testing (log(10)-OR = 0.43; 95% CI, 0.29–0.63). Molar measurement of IVC in prediagnostic blood found similar results (log(10)-OR = 0.39; 95% CI, 0.21–0.72). Results were consistent across lung cancer subtypes. CONCLUSIONS: Independent lines of evidence support an inverse association of elevated circulating IVC with lung cancer risk through a novel methodologic approach that integrates genetic and traditional epidemiology to efficiently identify novel cancer biomarkers. IMPACT: Our results find compelling evidence in favor of a protective role for a circulating metabolite, IVC, in lung cancer etiology. From the treatment of a Mendelian disease, isovaleric acidemia, we know that circulating IVC is modifiable through a restricted protein diet or glycine and L-carnatine supplementation. IVC may represent a modifiable and inversely associated biomarker for lung cancer. American Association for Cancer Research 2022-10-04 2022-07-15 /pmc/articles/PMC9530646/ /pubmed/35839461 http://dx.doi.org/10.1158/1055-9965.EPI-21-1033 Text en ©2022 The Authors; Published by the American Association for Cancer Research https://creativecommons.org/licenses/by-nc-nd/4.0/This open access article is distributed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International (CC BY-NC-ND 4.0) license. |
spellingShingle | Research Articles Smith-Byrne, Karl Cerani, Agustin Guida, Florence Zhou, Sirui Agudo, Antonio Aleksandrova, Krasimira Barricarte, Aurelio Barranco, Miguel Rodríguez Bochers, Christoph H. Gram, Inger Torhild Han, Jun Amos, Christopher I. Hung, Rayjean J. Grankvist, Kjell Nøst, Therese Haugdhal Imaz, Liher Chirlaque-López, María Dolores Johansson, Mikael Kaaks, Rudolf Kühn, Tilman Martin, Richard M. McKay, James D. Pala, Valeria Robbins, Hilary A. Sandanger, Torkjel M. Schibli, David Schulze, Matthias B. Travis, Ruth C. Vineis, Paolo Weiderpass, Elisabete Brennan, Paul Johansson, Mattias Richards, J. Brent Circulating Isovalerylcarnitine and Lung Cancer Risk: Evidence from Mendelian Randomization and Prediagnostic Blood Measurements |
title | Circulating Isovalerylcarnitine and Lung Cancer Risk: Evidence from Mendelian Randomization and Prediagnostic Blood Measurements |
title_full | Circulating Isovalerylcarnitine and Lung Cancer Risk: Evidence from Mendelian Randomization and Prediagnostic Blood Measurements |
title_fullStr | Circulating Isovalerylcarnitine and Lung Cancer Risk: Evidence from Mendelian Randomization and Prediagnostic Blood Measurements |
title_full_unstemmed | Circulating Isovalerylcarnitine and Lung Cancer Risk: Evidence from Mendelian Randomization and Prediagnostic Blood Measurements |
title_short | Circulating Isovalerylcarnitine and Lung Cancer Risk: Evidence from Mendelian Randomization and Prediagnostic Blood Measurements |
title_sort | circulating isovalerylcarnitine and lung cancer risk: evidence from mendelian randomization and prediagnostic blood measurements |
topic | Research Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9530646/ https://www.ncbi.nlm.nih.gov/pubmed/35839461 http://dx.doi.org/10.1158/1055-9965.EPI-21-1033 |
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