Pathogenic mitochondrial genome variation, heteroplasmy thresholding and mitochondrial constraint measures in a healthy older cohort
Watson, E.; Qian, G.; Ravishankar, S.; Hobbs, M.; Copty, J.; Yu, C.; Kummerfeld, S.; Liang, C.; Lacaze, P.; Davis, R. L.; Sue, C. M.
Show abstract
Mitochondrial diseases (MDs) are clinically heterogeneous rendering ascertainment challenging. Estimates of pathogenic mitochondrial DNA (mtDNA) variants in the population range from 1 in 200 to 1 in 4,000 individuals. Inclusion of mtDNA sequencing in genomic databases facilitates comprehensive estimation of mtDNA variation. However, interpretation of low heteroplasmy variation is complex, due in part to misalignment of nuclear mitochondrial DNA transcripts (NUMTs), whilst conservative heteroplasmy thresholds likely omit relevant variation. Cumulative burden of mtDNA variation contributes to aging and neurodegeneration, and recent characterisation of mitochondrial genome constraint allows quantitation of this burden. We analysed whole genome sequencing of blood DNA from 3,500 healthy older individuals in the Medical Genome Reference Bank using mity, considering pathogenic mtDNA variants [≥]1% heteroplasmy. We identified 34 distinct pathogenic mtDNA variants in 62 individuals, giving a combined population allele frequency of 1.77% (95% CI 1.36-2.27) or 1 in 56 individuals. We evaluated inclusion of false positive (FP) calls due to two common NUMTs, which accounted for up to 16% of variants. Increasing heteroplasmy thresholding to eliminate all NUMT-FPs also eliminated much of the total variation, including pathogenic variants. We propose a sample-specific, scaled heteroplasmy threshold to maximise variant retention and mitigate NUMT-FPs. Finally, we characterised measures of mitochondrial constraint in this healthy older cohort, observing an association between variant burden and summed constraint, whilst mean constraint was higher in pathogenic variant carriers. These findings suggest pathogenic mtDNA variation is more common in the population than is currently appreciated. Findings are comparable to larger genomic databases when heteroplasmy thresholding is adjusted, and support earlier population-based estimates. Incorporation of low heteroplasmy variation is relevant, but interpretation is nuanced, and optimising variant retention requires consideration of NUMT-FP rates.
Matching journals
The top 8 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Exploring the impact of mitonuclear discordance on disease in Latin American admixed populations 94%
- The FORCE panel: An all-in-one SNP marker set for confirming investigative genetic genealogy leads and for general forensic applications 92%
- Examining the Association between Mitochondrial Genome Variation and Coronary Artery Disease 91%
Similar papers in this journal
Similar papers in this journal
- Individual factors underlie temperature variation in sickness and in health: influence of age, BMI and genetic factors in a multi-cohort study 91%
- A Mechanism for Severity of Disease in Older Patients with COVID-19: The Nexus between Telomere Length and Lymphopenia 89%
- ApoE e4e4 genotype and mortality with COVID-19 in UK Biobank 88%
Similar papers in this journal
Similar papers in this journal
- Mitochondrial DNA Copy Number (mtDNA-CN) Can Influence Mortality and Cardiovascular Disease via Methylation of Nuclear DNA CpGs 92%
- Genotype–phenotype correlations and novel molecular insights into the DHX30 -associated neurodevelopmental disorders 92%
- Calculating variant penetrance using family history of disease and population data Authorship 90%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.