1. Accurate mapping of mitochondrial DNA deletions and duplications using deep sequencing
- Author
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Sammy Kimoloi, Jay P. Uhler, Xie Xie, Anders Oldfors, Maria Falkenberg, Stanka Matic, Erik Larsson, Claes M. Gustafsson, James B. Stewart, Carola Hedberg-Oldfors, Swaraj Basu, Rudolf J. Wiesner, Nils-Göran Larsson, Olivier R. Baris, Dusanka Milenkovic, Physiopathologie Cardiovasculaire et Mitochondriale (MITOVASC), and Université d'Angers (UA)-Institut National de la Santé et de la Recherche Médicale (INSERM)-Centre National de la Recherche Scientifique (CNRS)
- Subjects
Cancer Research ,Heredity ,[SDV]Life Sciences [q-bio] ,QH426-470 ,Genome ,Biochemistry ,Mice ,Database and Informatics Methods ,0302 clinical medicine ,Gene Duplication ,Genome Sequencing ,Genetics (clinical) ,Energy-Producing Organelles ,0303 health sciences ,Mammalian Genomics ,Genetically Modified Organisms ,High-Throughput Nucleotide Sequencing ,Genomics ,Animal Models ,Heteroplasmy ,Mitochondrial DNA ,3. Good health ,Mitochondria ,Nucleic acids ,Experimental Organism Systems ,Engineering and Technology ,Cellular Structures and Organelles ,Genetic Engineering ,Sequence Analysis ,Research Article ,Biotechnology ,Forms of DNA ,Bioinformatics ,Mitochondrial disease ,Sequence alignment ,Mouse Models ,Bioengineering ,Computational biology ,Biology ,Bioenergetics ,Research and Analysis Methods ,DNA, Mitochondrial ,DNA sequencing ,Deep sequencing ,03 medical and health sciences ,Model Organisms ,medicine ,Genetics ,Animals ,Molecular Biology Techniques ,Sequencing Techniques ,Molecular Biology ,Ecology, Evolution, Behavior and Systematics ,030304 developmental biology ,Biology and life sciences ,Genetically Modified Animals ,Reproducibility of Results ,Sequence Analysis, DNA ,DNA ,Cell Biology ,medicine.disease ,Animal Genomics ,Animal Studies ,Sequence Alignment ,030217 neurology & neurosurgery ,Gene Deletion - Abstract
Deletions and duplications in mitochondrial DNA (mtDNA) cause mitochondrial disease and accumulate in conditions such as cancer and age-related disorders, but validated high-throughput methodology that can readily detect and discriminate between these two types of events is lacking. Here we establish a computational method, MitoSAlt, for accurate identification, quantification and visualization of mtDNA deletions and duplications from genomic sequencing data. Our method was tested on simulated sequencing reads and human patient samples with single deletions and duplications to verify its accuracy. Application to mouse models of mtDNA maintenance disease demonstrated the ability to detect deletions and duplications even at low levels of heteroplasmy., Author summary Deletions in the mitochondrial genome cause a wide variety of rare disorders, but are also linked to more common conditions such as neurodegeneration, diabetes type 2, and the normal ageing process. There is also a growing awareness that mtDNA duplications, which are also relevant for human disease, may be more common than previously thought. Despite their clinical importance, our current knowledge about the abundance, characteristics and diversity of mtDNA deletions and duplications is fragmented, and based to large extent on a limited view provided by traditional low-throughput analyses. Here, we describe a bioinformatics method, MitoSAlt, that can accurately map and classify mtDNA deletions and duplications using high-throughput sequencing. Application of this methodology to mouse models of mitochondrial deficiencies revealed a large number of duplications, suggesting that these may previously have been underestimated.
- Published
- 2020
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