Estimation of rearrangement phylogeny for cancer genomes

被引:87
作者
Greenman, Chris D. [1 ]
Pleasance, Erin D. [2 ]
Newman, Scott [3 ,4 ]
Yang, Fengtang [1 ]
Fu, Beiyuan [1 ]
Nik-Zainal, Serena [1 ]
Jones, David [1 ]
Lau, King Wai [1 ]
Carter, Nigel [1 ]
Edwards, Paul A. W. [3 ,4 ]
Futreal, P. Andrew [1 ]
Stratton, Michael R. [1 ,5 ]
Campbelll, Peter J. [1 ,6 ]
机构
[1] Wellcome Trust Sanger Inst, Canc Genome Project, Cambridge CB10 1SA, England
[2] BC Canc Agcy, Genome Sci Ctr, Vancouver, BC V5Z 4S6, Canada
[3] Univ Cambridge, Dept Pathol, Cambridge CB2 0XZ, England
[4] Univ Cambridge, Hutchison MRC Res Ctr, Cambridge CB2 0XZ, England
[5] Inst Canc Res, Sutton SM2 5NG, Surrey, England
[6] Univ Cambridge, Dept Haematol, Cambridge CB2 2XY, England
基金
英国惠康基金;
关键词
SEQUENCE; SIGNATURES;
D O I
10.1101/gr.118414.110
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
Cancer genomes are complex, carrying thousands of somatic mutations including base substitutions, insertions and deletions, rearrangements, and copy number changes that have been acquired over decades. Recently, technologies have been introduced that allow generation of high-resolution, comprehensive catalogs of somatic alterations in cancer genomes. However, analyses of these data sets generally do not indicate the order in which mutations have occurred, or the resulting karyotype. Here, we introduce a mathematical framework that begins to address this problem. By using samples with accurate data sets, we can reconstruct relatively complex temporal sequences of rearrangements and provide an assembly of genomic segments into digital karyotypes. For cancer genes mutated in rearranged regions, this information can provide a chronological examination of the selective events that have taken place.
引用
收藏
页码:346 / 361
页数:16
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