Detection and quantification of mitochondrial DNA deletions from next-generation sequence data

被引:23
作者
Bosworth, Colleen M. [1 ]
Grandhi, Sneha [1 ]
Gould, Meetha P. [1 ]
LaFramboise, Thomas [1 ]
机构
[1] Case Western Reserve Univ, Dept Genet & Genome Sci, Sch Med, Cleveland, OH 44106 USA
关键词
Next-generation sequencing; Mitochondria DNA; Human genome; Chromosomal deletions; PAIRED-END; HETEROPLASMY; DISEASE; ALIGNMENT; CELL;
D O I
10.1186/s12859-017-1821-7
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
Background: Chromosomal deletions represent an important class of human genetic variation. Various methods have been developed to mine "next-generation" sequencing (NGS) data to detect deletions and quantify their clonal abundances. These methods have focused almost exclusively on the nuclear genome, ignoring the mitochondrial chromosome (mtDNA). Detecting mtDNA deletions requires special care. First, the chromosome's relatively small size (16,569 bp) necessitates the ability to detect extremely focal events. Second, the chromosome can be present at thousands of copies in a single cell (in contrast to two copies of nuclear chromosomes), and mtDNA deletions may be present on only a very small percentage of chromosomes. Here we present a method, termed MitoDel, to detect mtDNA deletions from NGS data. Results: We validate the method on simulated and real data, and show that MitoDel can detect novel and previously-reported mtDNA deletions. We establish that MitoDel can find deletions such as the "common deletion" at heteroplasmy levels well below 1%. Conclusions: MitoDel is a tool for detecting large mitochondrial deletions at low heteroplasmy levels. The tool can be downloaded at http://mendel.gene.cwru.edu/laframboiselab/.
引用
收藏
页数:8
相关论文
共 27 条
[1]   A global reference for human genetic variation [J].
Altshuler, David M. ;
Durbin, Richard M. ;
Abecasis, Goncalo R. ;
Bentley, David R. ;
Chakravarti, Aravinda ;
Clark, Andrew G. ;
Donnelly, Peter ;
Eichler, Evan E. ;
Flicek, Paul ;
Gabriel, Stacey B. ;
Gibbs, Richard A. ;
Green, Eric D. ;
Hurles, Matthew E. ;
Knoppers, Bartha M. ;
Korbel, Jan O. ;
Lander, Eric S. ;
Lee, Charles ;
Lehrach, Hans ;
Mardis, Elaine R. ;
Marth, Gabor T. ;
McVean, Gil A. ;
Nickerson, Deborah A. ;
Wang, Jun ;
Wilson, Richard K. ;
Boerwinkle, Eric ;
Doddapaneni, Harsha ;
Han, Yi ;
Korchina, Viktoriya ;
Kovar, Christie ;
Lee, Sandra ;
Muzny, Donna ;
Reid, Jeffrey G. ;
Zhu, Yiming ;
Chang, Yuqi ;
Feng, Qiang ;
Fang, Xiaodong ;
Guo, Xiaosen ;
Jian, Min ;
Jiang, Hui ;
Jin, Xin ;
Lan, Tianming ;
Li, Guoqing ;
Li, Jingxiang ;
Li, Yingrui ;
Liu, Shengmao ;
Liu, Xiao ;
Lu, Yao ;
Ma, Xuedi ;
Tang, Meifang ;
Wang, Bo .
NATURE, 2015, 526 (7571) :68-+
[2]   Reanalysis and revision of the Cambridge reference sequence for human mitochondrial DNA [J].
Andrews, RM ;
Kubacka, I ;
Chinnery, PF ;
Lightowlers, RN ;
Turnbull, DM ;
Howell, N .
NATURE GENETICS, 1999, 23 (02) :147-147
[3]   Robust and exact structural variation detection with paired-end and soft-clipped alignments: SoftSV compared with eight algorithms [J].
Bartenhagen, Christoph ;
Dugas, Martin .
BRIEFINGS IN BIOINFORMATICS, 2016, 17 (01) :51-62
[4]  
Bosworth CM, 2016, LECT N BIOINFORMAT, V9683, P339
[5]   MToolBox: a highly automated pipeline for heteroplasmy annotation and prioritization analysis of human mitochondrial variants in high-throughput sequencing [J].
Calabrese, Claudia ;
Simone, Domenico ;
Diroma, Maria Angela ;
Santorsola, Mariangela ;
Gutta, Cristiano ;
Gasparre, Giuseppe ;
Picardi, Ernesto ;
Pesole, Graziano ;
Attimonelli, Marcella .
BIOINFORMATICS, 2014, 30 (21) :3115-3117
[6]   The mitochondrial DNA 4,977-bp deletion and its implication in copy number alteration in colorectal cancer [J].
Chen, Tao ;
He, Jing ;
Shen, Lijun ;
Fang, Hezhi ;
Nie, Hezhongrong ;
Jin, Tao ;
Wei, Xiaosong ;
Xin, Yijuan ;
Jiang, Yulin ;
Li, Hongzhi ;
Chen, Guorong ;
Lu, Jianxin ;
Bai, Yidong .
BMC MEDICAL GENETICS, 2011, 12
[7]   The use of confidence or fiducial limits illustrated in the case of the binomial. [J].
Clopper, CJ ;
Pearson, ES .
BIOMETRIKA, 1934, 26 :404-413
[8]   MitoBreak: the mitochondrial DNA breakpoints database [J].
Damas, Joana ;
Carneiro, Joao ;
Amorim, Antonio ;
Pereira, Filipe .
NUCLEIC ACIDS RESEARCH, 2014, 42 (D1) :D1261-D1268
[9]   PCR-Free Enrichment of Mitochondrial DNA from Human Blood and Cell Lines for High Quality Next-Generation DNA Sequencing [J].
Gould, Meetha P. ;
Bosworth, Colleen M. ;
McMahon, Sarah ;
Grandhi, Sneha ;
Grimerg, Brian T. ;
LaFramboise, Thomas .
PLOS ONE, 2015, 10 (10)
[10]   MitoSeek: extracting mitochondria information and performing high-throughput mitochondria sequencing analysis [J].
Guo, Yan ;
Li, Jiang ;
Li, Chung-I ;
Shyr, Yu ;
Samuels, David C. .
BIOINFORMATICS, 2013, 29 (09) :1210-1211