Bioinformatics Tools and Databases to Assess the Pathogenicity of Mitochondrial DNA Variants in the Field of Next Generation Sequencing

被引:41
作者
Bris, Celine [1 ,2 ]
Goudenege, David [1 ,2 ]
Desquiret-Dumas, Valerie [1 ,2 ]
Charif, Majida [1 ]
Colin, Estelle [1 ,2 ]
Bonneau, Dominique [1 ,2 ]
Amati-Bonneau, Patrizia [1 ,2 ]
Lenaers, Guy [1 ]
Reynier, Pascal [1 ,2 ]
Procaccio, Vincent [1 ,2 ]
机构
[1] Angers Univ, MitoVasc Inst, CNRS, UMR 6015,INSERM,U1083, Angers, France
[2] Angers Hosp, Biochem & Genet Dept, Angers, France
来源
FRONTIERS IN GENETICS | 2018年 / 9卷
关键词
mitochondria; mitochondrial diseases; mitochondrial DNA; next generation sequencing; bioinformatics; mtDNA variant interpretation; HEREDITARY OPTIC NEUROPATHY; REAL-TIME PCR; TRANSFER-RNA; 1555A-GREATER-THAN-G MUTATION; INCOMPLETE PENETRANCE; MOLECULAR DIAGNOSIS; MEDICAL GENETICS; AMERICAN-COLLEGE; CLINICAL EXOME; RIBOSOMAL-RNA;
D O I
10.3389/fgene.2018.00632
中图分类号
Q3 [遗传学];
学科分类号
071007 ; 090102 ;
摘要
The development of next generation sequencing (NGS) has greatly enhanced the diagnosis of mitochondrial disorders, with a systematic analysis of the whole mitochondrial DNA (mtDNA) sequence and better detection sensitivity. However, the exponential growth of sequencing data renders complex the interpretation of the identified variants, thereby posing new challenges for the molecular diagnosis of mitochondrial diseases. Indeed, mtDNA sequencing by NGS requires specific bioinformatics tools and the adaptation of those developed for nuclear DNA, for the detection and quantification of mtDNA variants from sequence alignment to the calling steps, in order to manage the specific features of the mitochondrial genome including heteroplasmy, i.e., coexistence of mutant and wildtype mtDNA copies. The prioritization of mtDNA variants remains difficult, relying on a limited number of specific resources: population and clinical databases, and in silico tools providing a prediction of the variant pathogenicity. An evaluation of the most prominent bioinformatics tools showed that their ability to predict the pathogenicity was highly variable indicating that special efforts should be directed at developing new bioinformatics tools dedicated to the mitochondrial genome. In addition, massive parallel sequencing raised several issues related to the interpretation of very low mtDNA mutational loads, discovery of variants of unknown significance, and mutations unrelated to patient phenotype or the co-occurrence of mtDNA variants. This review provides an overview of the current strategies and bioinformatics tools for accurate annotation, prioritization and reporting of mtDNA variations from NGS data, in order to carry out accurate genetic counseling in individuals with primary mitochondrial diseases.
引用
收藏
页数:11
相关论文
共 110 条
  • [1] Detection of Ultra-Rare Mitochondrial Mutations in Breast Stem Cells by Duplex Sequencing
    Ahn, Eun Hyun
    Hirohata, Kensen
    Kohrn, Brendan F.
    Fox, Edward J.
    Chang, Chia-Cheng
    Loeb, Lawrence A.
    [J]. PLOS ONE, 2015, 10 (08):
  • [2] OMIM.org: Online Mendelian Inheritance in Man (OMIM®), an online catalog of human genes and genetic disorders
    Amberger, Joanna S.
    Bocchini, Carol A.
    Schiettecatte, Francois
    Scott, Alan F.
    Hamosh, Ada
    [J]. NUCLEIC ACIDS RESEARCH, 2015, 43 (D1) : D789 - D798
  • [3] Detection of unrecognized low-level mtDNA heteroplasmy may explain the variable phenotypic expressivity of apparently homoplasmic mtDNA mutations
    Ballana, Ester
    Govea, Nancy
    De Cid, Rafael
    Garcia, Cecilia
    Arribas, Carles
    Rosell, Jordi
    Estivill, Xavier
    [J]. HUMAN MUTATION, 2008, 29 (02) : 248 - 257
  • [4] Surveyor™ nuclease:: A new strategy for a rapid identification of heteroplasmic mitochondrial DNA mutations in patients with respiratory chain defects
    Bannwarth, S
    Procaccio, V
    Paquis-Flucklinger, V
    [J]. HUMAN MUTATION, 2005, 25 (06) : 575 - 582
  • [5] Prevalence of rare mitochondrial DNA mutations in mitochondrial disorders
    Bannwarth, Sylvie
    Procaccio, Vincent
    Lebre, Anne Sophie
    Jardel, Claude
    Chaussenot, Annabelle
    Hoarau, Claire
    Maoulida, Hassani
    Charrier, Nathanael
    Gai, Xiaowu
    Xie, Hongbo M.
    Ferre, Marc
    Fragaki, Konstantina
    Hardy, Gaelle
    de Camaret, Benedicte Mousson
    Marlin, Sandrine
    Dhaenens, Claire Marie
    Slama, Abdelhamid
    Rocher, Christophe
    Bonnefont, Jean Paul
    Roetig, Agnes
    Aoutil, Nadia
    Gilleron, Mylene
    Desquiret-Dumas, Valerie
    Reynier, Pascal
    Ceresuela, Jennifer
    Jonard, Laurence
    Devos, Aurore
    Espil-Taris, Caroline
    Martinez, Delphine
    Gaignard, Pauline
    Le Quan Sang, Kim-Hanh
    Amati-Bonneau, Patrizia
    Falk, Marni J.
    Florentz, Catherine
    Chabrol, Brigitte
    Durand-Zaleski, Isabelle
    Paquis-Flucklinger, Veronique
    [J]. JOURNAL OF MEDICAL GENETICS, 2013, 50 (10) : 704 - 714
  • [6] Accurate whole human genome sequencing using reversible terminator chemistry
    Bentley, David R.
    Balasubramanian, Shankar
    Swerdlow, Harold P.
    Smith, Geoffrey P.
    Milton, John
    Brown, Clive G.
    Hall, Kevin P.
    Evers, Dirk J.
    Barnes, Colin L.
    Bignell, Helen R.
    Boutell, Jonathan M.
    Bryant, Jason
    Carter, Richard J.
    Cheetham, R. Keira
    Cox, Anthony J.
    Ellis, Darren J.
    Flatbush, Michael R.
    Gormley, Niall A.
    Humphray, Sean J.
    Irving, Leslie J.
    Karbelashvili, Mirian S.
    Kirk, Scott M.
    Li, Heng
    Liu, Xiaohai
    Maisinger, Klaus S.
    Murray, Lisa J.
    Obradovic, Bojan
    Ost, Tobias
    Parkinson, Michael L.
    Pratt, Mark R.
    Rasolonjatovo, Isabelle M. J.
    Reed, Mark T.
    Rigatti, Roberto
    Rodighiero, Chiara
    Ross, Mark T.
    Sabot, Andrea
    Sankar, Subramanian V.
    Scally, Aylwyn
    Schroth, Gary P.
    Smith, Mark E.
    Smith, Vincent P.
    Spiridou, Anastassia
    Torrance, Peta E.
    Tzonev, Svilen S.
    Vermaas, Eric H.
    Walter, Klaudia
    Wu, Xiaolin
    Zhang, Lu
    Alam, Mohammed D.
    Anastasi, Carole
    [J]. NATURE, 2008, 456 (7218) : 53 - 59
  • [7] Prevalence of Mitochondrial 1555A>G Mutation in European Children
    Bitner-Glindzicz, Maria
    Pembrey, Marcus
    Duncan, Andrew
    Heron, Jon
    Ring, Susan M.
    Hall, Amanda
    Rahman, Shamima
    [J]. NEW ENGLAND JOURNAL OF MEDICINE, 2009, 360 (06) : 640 - 642
  • [8] The investigation and diagnosis of pathogenic mitochondrial DNA mutations in human urothelial cells
    Blackwood, John K.
    Whittaker, Roger G.
    Blakely, Emma L.
    Alston, Charlotte L.
    Turnbull, Douglass M.
    Taylor, Robert W.
    [J]. BIOCHEMICAL AND BIOPHYSICAL RESEARCH COMMUNICATIONS, 2010, 393 (04) : 740 - 745
  • [9] The role of mtDNA background in disease expression: a new primary LHON mutation associated with Western Eurasian haplogroup J
    Brown, MD
    Starikovskaya, E
    Derbeneva, O
    Hosseini, S
    Allen, JC
    Mikhailovskaya, IE
    Sukernik, RI
    Wallace, DC
    [J]. HUMAN GENETICS, 2002, 110 (02) : 130 - 138
  • [10] MToolBox: a highly automated pipeline for heteroplasmy annotation and prioritization analysis of human mitochondrial variants in high-throughput sequencing
    Calabrese, Claudia
    Simone, Domenico
    Diroma, Maria Angela
    Santorsola, Mariangela
    Gutta, Cristiano
    Gasparre, Giuseppe
    Picardi, Ernesto
    Pesole, Graziano
    Attimonelli, Marcella
    [J]. BIOINFORMATICS, 2014, 30 (21) : 3115 - 3117