Assessing Mitochondrial DNA Variation and Copy Number in Lymphocytes of ~2,000 Sardinians Using Tailored Sequencing Analysis Tools.

DNA sequencing identifies common and rare genetic variants for association studies, but studies typically focus on variants in nuclear DNA and ignore the mitochondrial genome. In fact, analyzing variants in mitochondrial DNA (mtDNA) sequences presents special problems, which we resolve here with a g...

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Main Authors: Jun Ding, Carlo Sidore, Thomas J Butler, Mary Kate Wing, Yong Qian, Osorio Meirelles, Fabio Busonero, Lam C Tsoi, Andrea Maschio, Andrea Angius, Hyun Min Kang, Ramaiah Nagaraja, Francesco Cucca, Gonçalo R Abecasis, David Schlessinger
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2015-07-01
Series:PLoS Genetics
Online Access:http://europepmc.org/articles/PMC4501845?pdf=render
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spelling doaj-00f5f6e72b064ca69222928d716b550a2020-11-24T21:41:39ZengPublic Library of Science (PLoS)PLoS Genetics1553-73901553-74042015-07-01117e100530610.1371/journal.pgen.1005306Assessing Mitochondrial DNA Variation and Copy Number in Lymphocytes of ~2,000 Sardinians Using Tailored Sequencing Analysis Tools.Jun DingCarlo SidoreThomas J ButlerMary Kate WingYong QianOsorio MeirellesFabio BusoneroLam C TsoiAndrea MaschioAndrea AngiusHyun Min KangRamaiah NagarajaFrancesco CuccaGonçalo R AbecasisDavid SchlessingerDNA sequencing identifies common and rare genetic variants for association studies, but studies typically focus on variants in nuclear DNA and ignore the mitochondrial genome. In fact, analyzing variants in mitochondrial DNA (mtDNA) sequences presents special problems, which we resolve here with a general solution for the analysis of mtDNA in next-generation sequencing studies. The new program package comprises 1) an algorithm designed to identify mtDNA variants (i.e., homoplasmies and heteroplasmies), incorporating sequencing error rates at each base in a likelihood calculation and allowing allele fractions at a variant site to differ across individuals; and 2) an estimation of mtDNA copy number in a cell directly from whole-genome sequencing data. We also apply the methods to DNA sequence from lymphocytes of ~2,000 SardiNIA Project participants. As expected, mothers and offspring share all homoplasmies but a lesser proportion of heteroplasmies. Both homoplasmies and heteroplasmies show 5-fold higher transition/transversion ratios than variants in nuclear DNA. Also, heteroplasmy increases with age, though on average only ~1 heteroplasmy reaches the 4% level between ages 20 and 90. In addition, we find that mtDNA copy number averages ~110 copies/lymphocyte and is ~54% heritable, implying substantial genetic regulation of the level of mtDNA. Copy numbers also decrease modestly but significantly with age, and females on average have significantly more copies than males. The mtDNA copy numbers are significantly associated with waist circumference (p-value = 0.0031) and waist-hip ratio (p-value = 2.4×10-5), but not with body mass index, indicating an association with central fat distribution. To our knowledge, this is the largest population analysis to date of mtDNA dynamics, revealing the age-imposed increase in heteroplasmy, the relatively high heritability of copy number, and the association of copy number with metabolic traits.http://europepmc.org/articles/PMC4501845?pdf=render
collection DOAJ
language English
format Article
sources DOAJ
author Jun Ding
Carlo Sidore
Thomas J Butler
Mary Kate Wing
Yong Qian
Osorio Meirelles
Fabio Busonero
Lam C Tsoi
Andrea Maschio
Andrea Angius
Hyun Min Kang
Ramaiah Nagaraja
Francesco Cucca
Gonçalo R Abecasis
David Schlessinger
spellingShingle Jun Ding
Carlo Sidore
Thomas J Butler
Mary Kate Wing
Yong Qian
Osorio Meirelles
Fabio Busonero
Lam C Tsoi
Andrea Maschio
Andrea Angius
Hyun Min Kang
Ramaiah Nagaraja
Francesco Cucca
Gonçalo R Abecasis
David Schlessinger
Assessing Mitochondrial DNA Variation and Copy Number in Lymphocytes of ~2,000 Sardinians Using Tailored Sequencing Analysis Tools.
PLoS Genetics
author_facet Jun Ding
Carlo Sidore
Thomas J Butler
Mary Kate Wing
Yong Qian
Osorio Meirelles
Fabio Busonero
Lam C Tsoi
Andrea Maschio
Andrea Angius
Hyun Min Kang
Ramaiah Nagaraja
Francesco Cucca
Gonçalo R Abecasis
David Schlessinger
author_sort Jun Ding
title Assessing Mitochondrial DNA Variation and Copy Number in Lymphocytes of ~2,000 Sardinians Using Tailored Sequencing Analysis Tools.
title_short Assessing Mitochondrial DNA Variation and Copy Number in Lymphocytes of ~2,000 Sardinians Using Tailored Sequencing Analysis Tools.
title_full Assessing Mitochondrial DNA Variation and Copy Number in Lymphocytes of ~2,000 Sardinians Using Tailored Sequencing Analysis Tools.
title_fullStr Assessing Mitochondrial DNA Variation and Copy Number in Lymphocytes of ~2,000 Sardinians Using Tailored Sequencing Analysis Tools.
title_full_unstemmed Assessing Mitochondrial DNA Variation and Copy Number in Lymphocytes of ~2,000 Sardinians Using Tailored Sequencing Analysis Tools.
title_sort assessing mitochondrial dna variation and copy number in lymphocytes of ~2,000 sardinians using tailored sequencing analysis tools.
publisher Public Library of Science (PLoS)
series PLoS Genetics
issn 1553-7390
1553-7404
publishDate 2015-07-01
description DNA sequencing identifies common and rare genetic variants for association studies, but studies typically focus on variants in nuclear DNA and ignore the mitochondrial genome. In fact, analyzing variants in mitochondrial DNA (mtDNA) sequences presents special problems, which we resolve here with a general solution for the analysis of mtDNA in next-generation sequencing studies. The new program package comprises 1) an algorithm designed to identify mtDNA variants (i.e., homoplasmies and heteroplasmies), incorporating sequencing error rates at each base in a likelihood calculation and allowing allele fractions at a variant site to differ across individuals; and 2) an estimation of mtDNA copy number in a cell directly from whole-genome sequencing data. We also apply the methods to DNA sequence from lymphocytes of ~2,000 SardiNIA Project participants. As expected, mothers and offspring share all homoplasmies but a lesser proportion of heteroplasmies. Both homoplasmies and heteroplasmies show 5-fold higher transition/transversion ratios than variants in nuclear DNA. Also, heteroplasmy increases with age, though on average only ~1 heteroplasmy reaches the 4% level between ages 20 and 90. In addition, we find that mtDNA copy number averages ~110 copies/lymphocyte and is ~54% heritable, implying substantial genetic regulation of the level of mtDNA. Copy numbers also decrease modestly but significantly with age, and females on average have significantly more copies than males. The mtDNA copy numbers are significantly associated with waist circumference (p-value = 0.0031) and waist-hip ratio (p-value = 2.4×10-5), but not with body mass index, indicating an association with central fat distribution. To our knowledge, this is the largest population analysis to date of mtDNA dynamics, revealing the age-imposed increase in heteroplasmy, the relatively high heritability of copy number, and the association of copy number with metabolic traits.
url http://europepmc.org/articles/PMC4501845?pdf=render
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