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mity : A highly sensitive mitochondrial variant analysis pipeline for whole genome sequencing data
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Abstract
Motivation
Mitochondrial diseases (MDs) are the most common group of inherited metabolic disorders and are often challenging to diagnose due to extensive genotype-phenotype heterogeneity. MDs are caused by mutations in the nuclear or mitochondrial genome, where pathogenic mitochondrial variants are usually heteroplasmic and typically at much lower allelic fraction in the blood than affected tissues. Both genomes can now be readily analysed using unbiased whole genome sequencing (WGS), but most nuclear variant detection methods fail to detect low heteroplasmy variants in the mitochondrial genome.
Results
We present
mity
, a bioinformatics pipeline for detecting and interpreting heteroplasmic SNVs and INDELs in the mitochondrial genome using WGS data. In 2,980 healthy controls, we observed on average 3,166× coverage in the mitochondrial genome using WGS from blood.
mity
utilises this high depth to detect pathogenic mitochondrial variants, even at low heteroplasmy.
mity
enables easy interpretation of mitochondrial variants and can be incorporated into existing diagnostic WGS pipelines. This could simplify the diagnostic pathway, avoid invasive tissue biopsies and increase the diagnostic rate for MDs and other conditions caused by impaired mitochondrial function.
Availability
mity
is available from
https://github.com/KCCG/mity
under an MIT license.
Contact
clare.puttick@crick.ac.uk
,
carolyn.sue@sydney.edu.au
,
MCowley@ccia.org.au
Title: mity
: A highly sensitive mitochondrial variant analysis pipeline for whole genome sequencing data
Description:
Abstract
Motivation
Mitochondrial diseases (MDs) are the most common group of inherited metabolic disorders and are often challenging to diagnose due to extensive genotype-phenotype heterogeneity.
MDs are caused by mutations in the nuclear or mitochondrial genome, where pathogenic mitochondrial variants are usually heteroplasmic and typically at much lower allelic fraction in the blood than affected tissues.
Both genomes can now be readily analysed using unbiased whole genome sequencing (WGS), but most nuclear variant detection methods fail to detect low heteroplasmy variants in the mitochondrial genome.
Results
We present
mity
, a bioinformatics pipeline for detecting and interpreting heteroplasmic SNVs and INDELs in the mitochondrial genome using WGS data.
In 2,980 healthy controls, we observed on average 3,166× coverage in the mitochondrial genome using WGS from blood.
mity
utilises this high depth to detect pathogenic mitochondrial variants, even at low heteroplasmy.
mity
enables easy interpretation of mitochondrial variants and can be incorporated into existing diagnostic WGS pipelines.
This could simplify the diagnostic pathway, avoid invasive tissue biopsies and increase the diagnostic rate for MDs and other conditions caused by impaired mitochondrial function.
Availability
mity
is available from
https://github.
com/KCCG/mity
under an MIT license.
Contact
clare.
puttick@crick.
ac.
uk
,
carolyn.
sue@sydney.
edu.
au
,
MCowley@ccia.
org.
au.
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