Cargando…

GWAS and ExWAS of blood mitochondrial DNA copy number identifies 71 loci and highlights a potential causal role in dementia

BACKGROUND: Mitochondrial DNA copy number (mtDNA-CN) is an accessible blood-based measurement believed to capture underlying mitochondrial (MT) function. The specific biological processes underpinning its regulation, and whether those processes are causative for disease, is an area of active investi...

Descripción completa

Detalles Bibliográficos
Autores principales: Chong, Michael, Mohammadi-Shemirani, Pedrum, Perrot, Nicolas, Nelson, Walter, Morton, Robert, Narula, Sukrit, Lali, Ricky, Khan, Irfan, Khan, Mohammad, Judge, Conor, Machipisa, Tafadzwa, Cawte, Nathan, O'Donnell, Martin, Pigeyre, Marie, Akhabir, Loubna, Paré, Guillaume
Formato: Online Artículo Texto
Lenguaje:English
Publicado: eLife Sciences Publications, Ltd 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8865845/
https://www.ncbi.nlm.nih.gov/pubmed/35023831
http://dx.doi.org/10.7554/eLife.70382
_version_ 1784655705112838144
author Chong, Michael
Mohammadi-Shemirani, Pedrum
Perrot, Nicolas
Nelson, Walter
Morton, Robert
Narula, Sukrit
Lali, Ricky
Khan, Irfan
Khan, Mohammad
Judge, Conor
Machipisa, Tafadzwa
Cawte, Nathan
O'Donnell, Martin
Pigeyre, Marie
Akhabir, Loubna
Paré, Guillaume
author_facet Chong, Michael
Mohammadi-Shemirani, Pedrum
Perrot, Nicolas
Nelson, Walter
Morton, Robert
Narula, Sukrit
Lali, Ricky
Khan, Irfan
Khan, Mohammad
Judge, Conor
Machipisa, Tafadzwa
Cawte, Nathan
O'Donnell, Martin
Pigeyre, Marie
Akhabir, Loubna
Paré, Guillaume
author_sort Chong, Michael
collection PubMed
description BACKGROUND: Mitochondrial DNA copy number (mtDNA-CN) is an accessible blood-based measurement believed to capture underlying mitochondrial (MT) function. The specific biological processes underpinning its regulation, and whether those processes are causative for disease, is an area of active investigation. METHODS: We developed a novel method for array-based mtDNA-CN estimation suitable for biobank-scale studies, called ‘automatic mitochondrial copy (AutoMitoC).’ We applied AutoMitoC to 395,781 UKBiobank study participants and performed genome- and exome-wide association studies, identifying novel common and rare genetic determinants. Finally, we performed two-sample Mendelian randomization to assess whether genetically low mtDNA-CN influenced select MT phenotypes. RESULTS: Overall, genetic analyses identified 71 loci for mtDNA-CN, which implicated several genes involved in rare mtDNA depletion disorders, deoxynucleoside triphosphate (dNTP) metabolism, and the MT central dogma. Rare variant analysis identified SAMHD1 mutation carriers as having higher mtDNA-CN (beta = 0.23 SDs; 95% CI, 0.18–0.29; p=2.6 × 10(-19)), a potential therapeutic target for patients with mtDNA depletion disorders, but at increased risk of breast cancer (OR = 1.91; 95% CI, 1.52–2.40; p=2.7 × 10(-8)). Finally, Mendelian randomization analyses suggest a causal effect of low mtDNA-CN on dementia risk (OR = 1.94 per 1 SD decrease in mtDNA-CN; 95% CI, 1.55–2.32; p=7.5 × 10(-4)). CONCLUSIONS: Altogether, our genetic findings indicate that mtDNA-CN is a complex biomarker reflecting specific MT processes related to mtDNA regulation, and that these processes are causally related to human diseases. FUNDING: No funds supported this specific investigation. Awards and positions supporting authors include: Canadian Institutes of Health Research (CIHR) Frederick Banting and Charles Best Canada Graduate Scholarships Doctoral Award (MC, PM); CIHR Post-Doctoral Fellowship Award (RM); Wellcome Trust Grant number: 099313/B/12/A; Crasnow Travel Scholarship; Bongani Mayosi UCT-PHRI Scholarship 2019/2020 (TM); Wellcome Trust Health Research Board Irish Clinical Academic Training (ICAT) Programme Grant Number: 203930/B/16/Z (CJ); European Research Council COSIP Grant Number: 640580 (MO); E.J. Moran Campbell Internal Career Research Award (MP); CISCO Professorship in Integrated Health Systems and Canada Research Chair in Genetic and Molecular Epidemiology (GP)
format Online
Article
Text
id pubmed-8865845
institution National Center for Biotechnology Information
language English
publishDate 2022
publisher eLife Sciences Publications, Ltd
record_format MEDLINE/PubMed
spelling pubmed-88658452022-02-24 GWAS and ExWAS of blood mitochondrial DNA copy number identifies 71 loci and highlights a potential causal role in dementia Chong, Michael Mohammadi-Shemirani, Pedrum Perrot, Nicolas Nelson, Walter Morton, Robert Narula, Sukrit Lali, Ricky Khan, Irfan Khan, Mohammad Judge, Conor Machipisa, Tafadzwa Cawte, Nathan O'Donnell, Martin Pigeyre, Marie Akhabir, Loubna Paré, Guillaume eLife Genetics and Genomics BACKGROUND: Mitochondrial DNA copy number (mtDNA-CN) is an accessible blood-based measurement believed to capture underlying mitochondrial (MT) function. The specific biological processes underpinning its regulation, and whether those processes are causative for disease, is an area of active investigation. METHODS: We developed a novel method for array-based mtDNA-CN estimation suitable for biobank-scale studies, called ‘automatic mitochondrial copy (AutoMitoC).’ We applied AutoMitoC to 395,781 UKBiobank study participants and performed genome- and exome-wide association studies, identifying novel common and rare genetic determinants. Finally, we performed two-sample Mendelian randomization to assess whether genetically low mtDNA-CN influenced select MT phenotypes. RESULTS: Overall, genetic analyses identified 71 loci for mtDNA-CN, which implicated several genes involved in rare mtDNA depletion disorders, deoxynucleoside triphosphate (dNTP) metabolism, and the MT central dogma. Rare variant analysis identified SAMHD1 mutation carriers as having higher mtDNA-CN (beta = 0.23 SDs; 95% CI, 0.18–0.29; p=2.6 × 10(-19)), a potential therapeutic target for patients with mtDNA depletion disorders, but at increased risk of breast cancer (OR = 1.91; 95% CI, 1.52–2.40; p=2.7 × 10(-8)). Finally, Mendelian randomization analyses suggest a causal effect of low mtDNA-CN on dementia risk (OR = 1.94 per 1 SD decrease in mtDNA-CN; 95% CI, 1.55–2.32; p=7.5 × 10(-4)). CONCLUSIONS: Altogether, our genetic findings indicate that mtDNA-CN is a complex biomarker reflecting specific MT processes related to mtDNA regulation, and that these processes are causally related to human diseases. FUNDING: No funds supported this specific investigation. Awards and positions supporting authors include: Canadian Institutes of Health Research (CIHR) Frederick Banting and Charles Best Canada Graduate Scholarships Doctoral Award (MC, PM); CIHR Post-Doctoral Fellowship Award (RM); Wellcome Trust Grant number: 099313/B/12/A; Crasnow Travel Scholarship; Bongani Mayosi UCT-PHRI Scholarship 2019/2020 (TM); Wellcome Trust Health Research Board Irish Clinical Academic Training (ICAT) Programme Grant Number: 203930/B/16/Z (CJ); European Research Council COSIP Grant Number: 640580 (MO); E.J. Moran Campbell Internal Career Research Award (MP); CISCO Professorship in Integrated Health Systems and Canada Research Chair in Genetic and Molecular Epidemiology (GP) eLife Sciences Publications, Ltd 2022-01-13 /pmc/articles/PMC8865845/ /pubmed/35023831 http://dx.doi.org/10.7554/eLife.70382 Text en © 2022, Chong et al https://creativecommons.org/licenses/by/4.0/This article is distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use and redistribution provided that the original author and source are credited.
spellingShingle Genetics and Genomics
Chong, Michael
Mohammadi-Shemirani, Pedrum
Perrot, Nicolas
Nelson, Walter
Morton, Robert
Narula, Sukrit
Lali, Ricky
Khan, Irfan
Khan, Mohammad
Judge, Conor
Machipisa, Tafadzwa
Cawte, Nathan
O'Donnell, Martin
Pigeyre, Marie
Akhabir, Loubna
Paré, Guillaume
GWAS and ExWAS of blood mitochondrial DNA copy number identifies 71 loci and highlights a potential causal role in dementia
title GWAS and ExWAS of blood mitochondrial DNA copy number identifies 71 loci and highlights a potential causal role in dementia
title_full GWAS and ExWAS of blood mitochondrial DNA copy number identifies 71 loci and highlights a potential causal role in dementia
title_fullStr GWAS and ExWAS of blood mitochondrial DNA copy number identifies 71 loci and highlights a potential causal role in dementia
title_full_unstemmed GWAS and ExWAS of blood mitochondrial DNA copy number identifies 71 loci and highlights a potential causal role in dementia
title_short GWAS and ExWAS of blood mitochondrial DNA copy number identifies 71 loci and highlights a potential causal role in dementia
title_sort gwas and exwas of blood mitochondrial dna copy number identifies 71 loci and highlights a potential causal role in dementia
topic Genetics and Genomics
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8865845/
https://www.ncbi.nlm.nih.gov/pubmed/35023831
http://dx.doi.org/10.7554/eLife.70382
work_keys_str_mv AT chongmichael gwasandexwasofbloodmitochondrialdnacopynumberidentifies71lociandhighlightsapotentialcausalroleindementia
AT mohammadishemiranipedrum gwasandexwasofbloodmitochondrialdnacopynumberidentifies71lociandhighlightsapotentialcausalroleindementia
AT perrotnicolas gwasandexwasofbloodmitochondrialdnacopynumberidentifies71lociandhighlightsapotentialcausalroleindementia
AT nelsonwalter gwasandexwasofbloodmitochondrialdnacopynumberidentifies71lociandhighlightsapotentialcausalroleindementia
AT mortonrobert gwasandexwasofbloodmitochondrialdnacopynumberidentifies71lociandhighlightsapotentialcausalroleindementia
AT narulasukrit gwasandexwasofbloodmitochondrialdnacopynumberidentifies71lociandhighlightsapotentialcausalroleindementia
AT laliricky gwasandexwasofbloodmitochondrialdnacopynumberidentifies71lociandhighlightsapotentialcausalroleindementia
AT khanirfan gwasandexwasofbloodmitochondrialdnacopynumberidentifies71lociandhighlightsapotentialcausalroleindementia
AT khanmohammad gwasandexwasofbloodmitochondrialdnacopynumberidentifies71lociandhighlightsapotentialcausalroleindementia
AT judgeconor gwasandexwasofbloodmitochondrialdnacopynumberidentifies71lociandhighlightsapotentialcausalroleindementia
AT machipisatafadzwa gwasandexwasofbloodmitochondrialdnacopynumberidentifies71lociandhighlightsapotentialcausalroleindementia
AT cawtenathan gwasandexwasofbloodmitochondrialdnacopynumberidentifies71lociandhighlightsapotentialcausalroleindementia
AT odonnellmartin gwasandexwasofbloodmitochondrialdnacopynumberidentifies71lociandhighlightsapotentialcausalroleindementia
AT pigeyremarie gwasandexwasofbloodmitochondrialdnacopynumberidentifies71lociandhighlightsapotentialcausalroleindementia
AT akhabirloubna gwasandexwasofbloodmitochondrialdnacopynumberidentifies71lociandhighlightsapotentialcausalroleindementia
AT pareguillaume gwasandexwasofbloodmitochondrialdnacopynumberidentifies71lociandhighlightsapotentialcausalroleindementia