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Mitochondrial genome copy number measured by DNA sequencing in human blood is strongly associated with metabolic traits via cell-type composition differences
BACKGROUND: Mitochondrial genome copy number (MT-CN) varies among humans and across tissues and is highly heritable, but its causes and consequences are not well understood. When measured by bulk DNA sequencing in blood, MT-CN may reflect a combination of the number of mitochondria per cell and cell...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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BioMed Central
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8185936/ https://www.ncbi.nlm.nih.gov/pubmed/34099068 http://dx.doi.org/10.1186/s40246-021-00335-2 |
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author | Ganel, Liron Chen, Lei Christ, Ryan Vangipurapu, Jagadish Young, Erica Das, Indraniel Kanchi, Krishna Larson, David Regier, Allison Abel, Haley Kang, Chul Joo Scott, Alexandra Havulinna, Aki Chiang, Charleston W. K. Service, Susan Freimer, Nelson Palotie, Aarno Ripatti, Samuli Kuusisto, Johanna Boehnke, Michael Laakso, Markku Locke, Adam Stitziel, Nathan O. Hall, Ira M. |
author_facet | Ganel, Liron Chen, Lei Christ, Ryan Vangipurapu, Jagadish Young, Erica Das, Indraniel Kanchi, Krishna Larson, David Regier, Allison Abel, Haley Kang, Chul Joo Scott, Alexandra Havulinna, Aki Chiang, Charleston W. K. Service, Susan Freimer, Nelson Palotie, Aarno Ripatti, Samuli Kuusisto, Johanna Boehnke, Michael Laakso, Markku Locke, Adam Stitziel, Nathan O. Hall, Ira M. |
author_sort | Ganel, Liron |
collection | PubMed |
description | BACKGROUND: Mitochondrial genome copy number (MT-CN) varies among humans and across tissues and is highly heritable, but its causes and consequences are not well understood. When measured by bulk DNA sequencing in blood, MT-CN may reflect a combination of the number of mitochondria per cell and cell-type composition. Here, we studied MT-CN variation in blood-derived DNA from 19184 Finnish individuals using a combination of genome (N = 4163) and exome sequencing (N = 19034) data as well as imputed genotypes (N = 17718). RESULTS: We identified two loci significantly associated with MT-CN variation: a common variant at the MYB-HBS1L locus (P = 1.6 × 10(−8)), which has previously been associated with numerous hematological parameters; and a burden of rare variants in the TMBIM1 gene (P = 3.0 × 10(−8)), which has been reported to protect against non-alcoholic fatty liver disease. We also found that MT-CN is strongly associated with insulin levels (P = 2.0 × 10(−21)) and other metabolic syndrome (metS)-related traits. Using a Mendelian randomization framework, we show evidence that MT-CN measured in blood is causally related to insulin levels. We then applied an MT-CN polygenic risk score (PRS) derived from Finnish data to the UK Biobank, where the association between the PRS and metS traits was replicated. Adjusting for cell counts largely eliminated these signals, suggesting that MT-CN affects metS via cell-type composition. CONCLUSION: These results suggest that measurements of MT-CN in blood-derived DNA partially reflect differences in cell-type composition and that these differences are causally linked to insulin and related traits. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s40246-021-00335-2. |
format | Online Article Text |
id | pubmed-8185936 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-81859362021-06-09 Mitochondrial genome copy number measured by DNA sequencing in human blood is strongly associated with metabolic traits via cell-type composition differences Ganel, Liron Chen, Lei Christ, Ryan Vangipurapu, Jagadish Young, Erica Das, Indraniel Kanchi, Krishna Larson, David Regier, Allison Abel, Haley Kang, Chul Joo Scott, Alexandra Havulinna, Aki Chiang, Charleston W. K. Service, Susan Freimer, Nelson Palotie, Aarno Ripatti, Samuli Kuusisto, Johanna Boehnke, Michael Laakso, Markku Locke, Adam Stitziel, Nathan O. Hall, Ira M. Hum Genomics Primary Research BACKGROUND: Mitochondrial genome copy number (MT-CN) varies among humans and across tissues and is highly heritable, but its causes and consequences are not well understood. When measured by bulk DNA sequencing in blood, MT-CN may reflect a combination of the number of mitochondria per cell and cell-type composition. Here, we studied MT-CN variation in blood-derived DNA from 19184 Finnish individuals using a combination of genome (N = 4163) and exome sequencing (N = 19034) data as well as imputed genotypes (N = 17718). RESULTS: We identified two loci significantly associated with MT-CN variation: a common variant at the MYB-HBS1L locus (P = 1.6 × 10(−8)), which has previously been associated with numerous hematological parameters; and a burden of rare variants in the TMBIM1 gene (P = 3.0 × 10(−8)), which has been reported to protect against non-alcoholic fatty liver disease. We also found that MT-CN is strongly associated with insulin levels (P = 2.0 × 10(−21)) and other metabolic syndrome (metS)-related traits. Using a Mendelian randomization framework, we show evidence that MT-CN measured in blood is causally related to insulin levels. We then applied an MT-CN polygenic risk score (PRS) derived from Finnish data to the UK Biobank, where the association between the PRS and metS traits was replicated. Adjusting for cell counts largely eliminated these signals, suggesting that MT-CN affects metS via cell-type composition. CONCLUSION: These results suggest that measurements of MT-CN in blood-derived DNA partially reflect differences in cell-type composition and that these differences are causally linked to insulin and related traits. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s40246-021-00335-2. BioMed Central 2021-06-07 /pmc/articles/PMC8185936/ /pubmed/34099068 http://dx.doi.org/10.1186/s40246-021-00335-2 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Primary Research Ganel, Liron Chen, Lei Christ, Ryan Vangipurapu, Jagadish Young, Erica Das, Indraniel Kanchi, Krishna Larson, David Regier, Allison Abel, Haley Kang, Chul Joo Scott, Alexandra Havulinna, Aki Chiang, Charleston W. K. Service, Susan Freimer, Nelson Palotie, Aarno Ripatti, Samuli Kuusisto, Johanna Boehnke, Michael Laakso, Markku Locke, Adam Stitziel, Nathan O. Hall, Ira M. Mitochondrial genome copy number measured by DNA sequencing in human blood is strongly associated with metabolic traits via cell-type composition differences |
title | Mitochondrial genome copy number measured by DNA sequencing in human blood is strongly associated with metabolic traits via cell-type composition differences |
title_full | Mitochondrial genome copy number measured by DNA sequencing in human blood is strongly associated with metabolic traits via cell-type composition differences |
title_fullStr | Mitochondrial genome copy number measured by DNA sequencing in human blood is strongly associated with metabolic traits via cell-type composition differences |
title_full_unstemmed | Mitochondrial genome copy number measured by DNA sequencing in human blood is strongly associated with metabolic traits via cell-type composition differences |
title_short | Mitochondrial genome copy number measured by DNA sequencing in human blood is strongly associated with metabolic traits via cell-type composition differences |
title_sort | mitochondrial genome copy number measured by dna sequencing in human blood is strongly associated with metabolic traits via cell-type composition differences |
topic | Primary Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8185936/ https://www.ncbi.nlm.nih.gov/pubmed/34099068 http://dx.doi.org/10.1186/s40246-021-00335-2 |
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