ArticleGenome research2022
Mitochondrial DNA variation across 56,434 individuals in gnomAD.
Article in Genome research, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 87 papers, 1 of them a synthesis that pooled it.
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Who cites it
87 citing papers in PubMed, 1 synthesis or guideline pooled it.
- A systematic review on the biochemical threshold of mitochondrial genetic variants.Genome research · 2024Pooled it
- Nuclear mitochondrial sequences in great ape telomere-to-telomere genomes.Genome research · 2026Article
- Elucidating the Role of SET as a Key Contributor to Neurodevelopmental Disability Within the 9q34.11 Deletion Syndrome Interval.Clinical genetics · 2026Article
- Himito: a graph-based toolkit for mitochondrial genome analysis using long reads.Nature communications · 2026Article
- Genetic sequencing of children with malrotation and midgut volvulus: A cross-sectional study.JPGN reports · 2026Article
- Maternal lifetime stress and placental mitochondrial DNA mutational load: Effect modification by maternal characteristics.Placenta · 2026Article
- A large-scale multi-ancestry mitochondrial variant association analysis for cardiometabolic traits.Nature communications · 2026Article
- Mitochondrial genetic variation across tissues of the human body.Nucleic acids research · 2026Article
- Blood mitochondrial heteroplasmic variants and cognitive performance in late midlife: REGARDS study.BMC neurology · 2026Article
- DNA Mixture Deconvolution: A Four-Strategy Framework from Physical Separation to Database Searching.Genes · 2026Review
- Article
- Single-cell multi-omic analysis of mitochondrial mutational mosaicism and dynamics.Nature communications · 2026Article
- ANOMALY: a Snakemake pipeline for identifying NuMTs from long-read sequencing data.NAR genomics and bioinformatics · 2026Article
- CBIcall: a configuration-driven framework for variant calling in large sequencing cohorts.Bioinformatics advances · 2026Article
- Association of Epigenetic Age Acceleration and Mitochondrial DNA-Based Aging Metrics Provides Insights Into Mechanisms of Aging-Related Diseases.Aging cell · 2025Article
- Mitochondrial variation in Taiwan Biobank reveals ancestry structure and trait associations.iScience · 2025Article
- The bottleneck for maternal transmission of mtDNA is linked to purifying selection by autophagy.Science advances · 2025Article
- Mitochondrial Genome Variants and Nuclear Mitochondrial DNA Segments in 7331 Individuals from NyuWa and 1KGP.Genomics, proteomics & bioinformatics · 2025Article
- Reversible compromise of physiological resilience by accumulation of heteroplasmic mtDNA mutations.Science (New York, N.Y.) · 2025Article
- Single-molecule DNA analysis implicates brain mitochondria pathology in bipolar disorder.Molecular psychiatry · 2025Article
27 more citing papers are in PubMed but not listed here.
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Authors and funding
18 authors.
Funding
Abstract
Genomic databases of allele frequency are extremely helpful for evaluating clinical variants of unknown significance; however, until now, databases such as the Genome Aggregation Database (gnomAD) have focused on nuclear DNA and have ignored the mitochondrial genome (mtDNA). Here, we present a pipeline to call mtDNA variants that addresses three technical challenges: (1) detecting homoplasmic and heteroplasmic variants, present, respectively, in all or a fraction of mtDNA molecules; (2) circular mtDNA genome; and (3) misalignment of nuclear sequences of mitochondrial origin (NUMTs). We observed that mtDNA copy number per cell varied across gnomAD cohorts and influenced the fraction of NUMT-derived false-positive variant calls, which can account for the majority of putative heteroplasmies. To avoid false positives, we excluded contaminated samples, cell lines, and samples prone to NUMT misalignment due to few mtDNA copies. Furthermore, we report variants with heteroplasmy ≥10%. We applied this pipeline to 56,434 whole-genome sequences in the gnomAD v3.1 database that includes individuals of European (58%), African (25%), Latino (10%), and Asian (5%) ancestry. Our gnomAD v3.1 release contains population frequencies for 10,850 unique mtDNA variants at more than half of all mtDNA bases. Importantly, we report frequencies within each nuclear ancestral population and mitochondrial haplogroup. Homoplasmic variants account for most variant calls (98%) and unique variants (85%). We observed that 1/250 individuals carry a pathogenic mtDNA variant with heteroplasmy above 10%. These mtDNA population allele frequencies are freely accessible and will aid in diagnostic interpretation and research studies.
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