Identification of rare DNA variants in mitochondrial disorders with improved array-based sequencing

被引:15
作者
Wang, Wenyi [1 ,2 ]
Shen, Peidong [1 ]
Thiyagarajan, Sreedevi [1 ]
Lin, Shengrong [1 ]
Palm, Curtis [1 ]
Horvath, Rita [3 ]
Klopstock, Thomas [4 ]
Cutler, David [5 ]
Pique, Lynn [6 ]
Schrijver, Iris [6 ,7 ]
Davis, Ronald W. [1 ]
Mindrinos, Michael [1 ]
Speed, Terence P. [2 ]
Scharfe, Curt [1 ]
机构
[1] Stanford Univ, Stanford Genome Technol Ctr, Palo Alto, CA 94304 USA
[2] Univ Calif Berkeley, Dept Stat, Berkeley, CA 94720 USA
[3] Newcastle Univ, Inst Hlth & Aging, Mitochondrial Res Grp, Newcastle Upon Tyne NE2 4HH, Tyne & Wear, England
[4] Univ Munich, Dept Neurol, Friedrich Baur Inst, D-80336 Munich, Germany
[5] Emory Univ, Dept Human Genet, Atlanta, GA 30322 USA
[6] Stanford Univ, Dept Pathol, Stanford, CA 94305 USA
[7] Stanford Univ, Dept Pediat, Stanford, CA 94305 USA
基金
美国国家卫生研究院;
关键词
PROGRESSIVE EXTERNAL OPHTHALMOPLEGIA; HIGH-THROUGHPUT; MICROARRAYS; MUTATIONS; GENES; DELETIONS; ALGORITHM; GENOME; MODEL; POLYMORPHISMS;
D O I
10.1093/nar/gkq750
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
A common goal in the discovery of rare functional DNA variants via medical resequencing is to incur a relatively lower proportion of false positive base-calls. We developed a novel statistical method for resequencing arrays (SRMA, sequence robust multi-array analysis) to increase the accuracy of detecting rare variants and reduce the costs in subsequent sequence verifications required in medical applications. SRMA includes single and multi-array analysis and accounts for technical variables as well as the possibility of both low- and high-frequency genomic variation. The confidence of each base-call was ranked using two quality measures. In comparison to Sanger capillary sequencing, we achieved a false discovery rate of 2% (false positive rate 1.2 x 10(-5), false negative rate 5%), which is similar to automated second-generation sequencing technologies. Applied to the analysis of 39 nuclear candidate genes in disorders of mitochondrial DNA (mtDNA) maintenance, we confirmed mutations in the DNA polymerase gamma POLG in positive control cases, and identified novel rare variants in previously undiagnosed cases in the mitochondrial topoisomerase TOP1MT, the mismatch repair enzyme MUTYH, and the apurinic-apyrimidinic endonuclease APEX2. Some patients carried rare heterozygous variants in several functionally interacting genes, which could indicate synergistic genetic effects in these clinically similar disorders.
引用
收藏
页码:44 / 58
页数:15
相关论文
共 55 条
  • [1] Inherited variants of MYH associated with somatic G:C→T:A mutations in colorectal tumors
    Al-Tassan, N
    Chmiel, NH
    Maynard, J
    Fleming, N
    Livingston, AL
    Williams, GT
    Hodges, AK
    Davies, DR
    David, SS
    Sampson, JR
    Cheadle, JR
    [J]. NATURE GENETICS, 2002, 30 (02) : 227 - 232
  • [2] The V368I mutation in twinkle does not segregate with AdPEO
    Arenas, J
    Briem, E
    Dahl, H
    Hutchison, W
    Lewis, S
    Martin, MA
    Spelbrink, H
    Tiranti, V
    Jacobs, H
    Zeviani, M
    [J]. ANNALS OF NEUROLOGY, 2003, 53 (02) : 278 - 278
  • [3] Intra- and inter-molecular recombination of mitochondrial DNA after in vivo induction of multiple double-strand breaks
    Bacman, Sandra R.
    Williams, Sion L.
    Moraes, Carlos T.
    [J]. NUCLEIC ACIDS RESEARCH, 2009, 37 (13) : 4218 - 4226
  • [4] MODEL-BASED GAUSSIAN AND NON-GAUSSIAN CLUSTERING
    BANFIELD, JD
    RAFTERY, AE
    [J]. BIOMETRICS, 1993, 49 (03) : 803 - 821
  • [5] Bates D., 2009, Mixed-Effects Models in S and S-PLUS
  • [6] A single-sample method for normalizing and combining full-resolution copy numbers from multiple platforms, labs and analysis methods
    Bengtsson, Henrik
    Ray, Amrita
    Spellman, Paul
    Speed, Terence P.
    [J]. BIOINFORMATICS, 2009, 25 (07) : 861 - 867
  • [7] Common and rare variants in multifactorial susceptibility to common diseases
    Bodmer, Walter
    Bonilla, Carolina
    [J]. NATURE GENETICS, 2008, 40 (06) : 695 - 701
  • [8] Discovering genotypes underlying human phenotypes: past successes for mendelian disease, future approaches for complex disease
    Botstein, D
    Risch, N
    [J]. NATURE GENETICS, 2003, 33 (Suppl 3) : 228 - 237
  • [9] Exploration, normalization, and genotype calls of high-density oligonucleotide SNP array data
    Carvalho, Benilton
    Bengtsson, Henrik
    Speed, Terence P.
    Irizarry, Rafael A.
    [J]. BIOSTATISTICS, 2007, 8 (02) : 485 - 499
  • [10] Accessing genetic information with high-density DNA arrays
    Chee, M
    Yang, R
    Hubbell, E
    Berno, A
    Huang, XC
    Stern, D
    Winkler, J
    Lockhart, DJ
    Morris, MS
    Fodor, SPA
    [J]. SCIENCE, 1996, 274 (5287) : 610 - 614