Single-molecule analysis reveals widespread structural variation in multiple myeloma

被引:44
作者
Gupta, Aditya [1 ,2 ,3 ,4 ]
Place, Michael [2 ,3 ,4 ]
Goldstein, Steven [2 ,3 ,4 ]
Sarkar, Deepayan [5 ]
Zhou, Shiguo [2 ,3 ,4 ]
Potamousis, Konstantinos [2 ,3 ,4 ]
Kim, Jaehyup [4 ,6 ]
Flanagan, Claire [4 ,6 ]
Li, Yang [7 ]
Newton, Michael A. [4 ,8 ]
Callander, Natalie S. [4 ,6 ]
Hematti, Peiman [4 ,6 ]
Bresnick, Emery H. [4 ,9 ]
Ma, Jian [7 ]
Asimakopoulos, Fotis [4 ,6 ]
Schwartz, David C. [1 ,2 ,3 ,4 ]
机构
[1] Univ Wisconsin, Biophys Grad Program, Madison, WI 53706 USA
[2] Univ Wisconsin, Dept Chem, Genet Lab, Lab Mol & Computat Genom, Madison, WI 53706 USA
[3] Univ Wisconsin, Ctr Biotechnol, Madison, WI 53706 USA
[4] Univ Wisconsin, Carbone Canc Ctr, Madison, WI 53705 USA
[5] Indian Stat Inst, New Delhi 110016, India
[6] Univ Wisconsin, Sch Med & Publ Hlth, Dept Med, Madison, WI 53705 USA
[7] Univ Illinois, Inst Genom Biol, Urbana, IL 61801 USA
[8] Univ Wisconsin, Dept Stat, Madison, WI 53706 USA
[9] Univ Wisconsin, Madison Blood Res Program, Dept Cell & Regenerat Biol, Madison, WI 53705 USA
关键词
structural variation; copy number; multiple myeloma; optical mapping; DNA sequencing; COPY NUMBER; DISEASE; POLYMORPHISM; MUTATIONS; ALGORITHM; DIAGNOSIS; DELETIONS;
D O I
10.1073/pnas.1418577112
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Multiple myeloma (MM), a malignancy of plasma cells, is characterized by widespread genomic heterogeneity and, consequently, differences in disease progression and drug response. Although recent large-scale sequencing studies have greatly improved our understanding of MM genomes, our knowledge about genomic structural variation in MM is attenuated due to the limitations of commonly used sequencing approaches. In this study, we present the application of optical mapping, a single-molecule, whole-genome analysis system, to discover new structural variants in a primary MM genome. Through our analysis, we have identified and characterized widespread structural variation in this tumor genome. Additionally, we describe our efforts toward comprehensive characterization of genome structure and variation by integrating our findings from optical mapping with those from DNA sequencing-based genomic analysis. Finally, by studying this MM genome at two time points during tumor progression, we have demonstrated an increase in mutational burden with tumor progression at all length scales of variation.
引用
收藏
页码:7689 / 7694
页数:6
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