Inferring relative proportions of DNA variants from sequencing electropherograms

被引:79
作者
Carr, I. M. [1 ]
Robinson, J. I. [1 ]
Dimitriou, R. [1 ]
Markham, A. F. [1 ]
Morgan, A. W. [1 ]
Bonthron, D. T. [1 ]
机构
[1] Univ Leeds, St James Univ Hosp, Leeds Inst Mol Med, Leeds LS9 7TF, W Yorkshire, England
关键词
COPY-NUMBER VARIATION; SYSTEMIC-LUPUS-ERYTHEMATOSUS; HUMAN GENOME; DUPLICATIONS; COMPLEX; POOLS; POLYMORPHISM; PREDISPOSES; MUTATIONS; DIAGNOSIS;
D O I
10.1093/bioinformatics/btp583
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
Motivation: Determination of the relative copy number of single-nucleotide sequence variants (SNVs) within a DNA sample is a frequent experimental goal. Various methods can be applied to this problem, although hybridization-based approaches tend to suffer from high-setup cost and poor adaptability, while others (such as pyrosequencing) may not be accessible to all laboratories. The potential to extract relative copy number information from standard dye-terminator electropherograms has been little explored, yet this technology is cheap and widely accessible. Since several biologically important loci have paralogous copies that interfere with genotyping, and which may also display copy number variation (CNV), there are many situations in which determination of the relative copy number of SNVs is desirable. Results: We have developed a desktop application, QSVanalyzer, which allows high-throughput quantification of the proportions of DNA sequences containing SNVs. In reconstruction experiments, QSVanalyzer accurately estimated the known relative proportions of SNVs. By analyzing a large panel of genomic DNA samples, we demonstrate the ability of the software to analyze not only common biallelic SNVs, but also SNVs within a locus at which gene conversion between four genomic paralogs operates, and within another that is subject to CNV.
引用
收藏
页码:3244 / 3250
页数:7
相关论文
共 26 条
[1]   Copy number polymorphism in Fcgr3 predisposes to glomerulonephritis in rats and humans [J].
Aitman, TJ ;
Dong, R ;
Vyse, TJ ;
Norsworthy, PJ ;
Johnson, MD ;
Smith, J ;
Mangion, J ;
Roberton-Lowe, C ;
Marshall, AJ ;
Petretto, E ;
Hodges, MD ;
Bhangal, G ;
Patel, SG ;
Sheehan-Rooney, K ;
Duda, M ;
Cook, PR ;
Evans, DJ ;
Domin, J ;
Flint, J ;
Boyle, JJ ;
Pusey, CD ;
Cook, HT .
NATURE, 2006, 439 (7078) :851-855
[2]   Measurement of locus copy number by hybridisation with amplifiable probes [J].
Armour, JAL ;
Sismani, C ;
Patsalis, PC ;
Cross, G .
NUCLEIC ACIDS RESEARCH, 2000, 28 (02) :605-609
[3]   Accurate, high-throughput typing of copy number variation using paralogue ratios from dispersed repeats [J].
Armour, John A. L. ;
Palla, Raquel ;
Zeeuwen, Patrick L. J. M. ;
den Heijer, Martin ;
Schalkwijk, Joost ;
Hollox, Edward J. .
NUCLEIC ACIDS RESEARCH, 2007, 35 (03)
[4]   Novel PMS2 pseudogenes can conceal recessive mutations causing a distinctive childhood cancer syndrome [J].
De Vos, M ;
Hayward, BE ;
Picton, S ;
Sheridan, E ;
Bonthron, DT .
AMERICAN JOURNAL OF HUMAN GENETICS, 2004, 74 (05) :954-964
[5]   Exon array CGH: Detection of copy-number changes at the resolution of individual exons in the human genome [J].
Dhami, P ;
Coffey, AJ ;
Abbs, S ;
Vermeesch, JR ;
Dumanski, JP ;
Woodward, KJ ;
Andrews, RM ;
Langford, C ;
Vetrie, D .
AMERICAN JOURNAL OF HUMAN GENETICS, 2005, 76 (05) :750-762
[6]   AutoCSA, an algorithm for high throughput DNA sequence variant detection in cancer genomes [J].
Dicks, E. ;
Teague, J. W. ;
Stephens, P. ;
Raine, K. ;
Yates, A. ;
Mattocks, C. ;
Tarpey, P. ;
Butler, A. ;
Menzies, A. ;
Richardson, D. ;
Jenkinson, A. ;
Davies, H. ;
Edkins, S. ;
Forbes, S. ;
Gray, K. ;
Greenman, C. ;
Shepherd, R. ;
Stratton, M. R. ;
Futreal, P. A. ;
Wooster, R. .
BIOINFORMATICS, 2007, 23 (13) :1689-1691
[7]   A chromosome 8 gene-cluster polymorphism with low human beta-defensin 2 gene copy number predisposes to Crohn disease of the colon [J].
Fellermann, Klaus ;
Stange, Daniel E. ;
Schaeffeler, Elke ;
Schmalzl, Hartmut ;
Wehkamp, Jan ;
Bevins, Charles L. ;
Reinisch, Walter ;
Teml, Alexander ;
Schwab, Matthias ;
Lichter, Peter ;
Radlwimmer, Bernhard ;
Stange, Eduard F. .
AMERICAN JOURNAL OF HUMAN GENETICS, 2006, 79 (03) :439-448
[8]   Complex SNP-related sequence variation in segmental genome duplications [J].
Fredman, D ;
White, SJ ;
Potter, S ;
Eichler, EE ;
Den Dunnen, JT ;
Brookes, AJ .
NATURE GENETICS, 2004, 36 (08) :861-866
[9]   Extensive gene conversion at the PMS2 DNA mismatch repair locus [J].
Hayward, Bruce E. ;
De Vos, Michel ;
Valleley, Elizabeth M. A. ;
Charlton, Ruth S. ;
Taylor, Graham R. ;
Sheridan, Eamorm ;
Bonthron, David T. .
HUMAN MUTATION, 2007, 28 (05) :424-430
[10]   Psoriasis is associated with increased β-defensin genomic copy number [J].
Hollox, Edward J. ;
Huffmeier, Ulrike ;
Zeeuwen, Patrick L. J. M. ;
Palla, Raquel ;
Lascorz, Jesús ;
Rodijk-Olthuis, Diana ;
van de Kerkhof, Peter C. M. ;
Traupe, Heiko ;
de Jongh, Gys ;
den Heijer, Martin ;
Reis, Andre ;
Armour, John A. L. ;
Schalkwijk, Joost .
NATURE GENETICS, 2008, 40 (01) :23-25