Robust high-performance nanoliter-volume single-cell multiple displacement amplification on planar substrates

被引:42
作者
Leung, Kaston [1 ]
Klaus, Anders [1 ]
Lin, Bill K. [1 ]
Laks, Emma [2 ,3 ]
Biele, Justina [2 ,3 ]
Lai, Daniel [2 ]
Bashashati, Ali [2 ]
Huang, Yi-Fei [2 ,3 ]
Aniba, Radhouane [2 ,3 ]
Moksa, Michelle [1 ,4 ]
Steif, Adi [2 ,3 ]
Mes-Masson, Anne-Marie [5 ,6 ,7 ]
Hirst, Martin [1 ,4 ,8 ]
Shah, Sohrab P. [2 ,3 ,8 ]
Aparicio, Samuel [2 ,3 ,8 ]
Hansen, Carl L. [1 ,9 ]
机构
[1] Univ British Columbia, Michael Smith Labs, Vancouver, BC V6T 1Z4, Canada
[2] BC Canc Agcy, Dept Mol Oncol, Vancouver, BC V5Z 1L3, Canada
[3] Univ British Columbia, Dept Pathol & Lab Med, Vancouver, BC V6T 1Z4, Canada
[4] Univ British Columbia, Dept Microbiol & Immunol, Vancouver, BC V6T 1Z4, Canada
[5] Ctr Hosp Univ Montreal, Ctr Rech, Montreal, PQ H2X 0A9, Canada
[6] Inst Canc Montreal, Montreal, PQ H2X 0A9, Canada
[7] Univ Montreal, Dept Med, Div Gynecol Oncol, Montreal, PQ H3C 3J7, Canada
[8] BC Canc Agcy, Michael Smith Genome Sci, Vancouver, BC V5Z 1L3, Canada
[9] Univ British Columbia, Dept Phys & Astron, Vancouver, BC V6T 1Z4, Canada
基金
加拿大健康研究院;
关键词
single-cell sequencing; whole genome amplification; multiple displacement amplification; microdroplet; nanoliter volume; WHOLE-GENOME AMPLIFICATION; BREAST-CANCER; EVOLUTION; RECOMBINATION; NUCLEOTIDE; ANEUPLOIDY; RESOLUTION; SPERM;
D O I
10.1073/pnas.1520964113
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
070301 [无机化学]; 070403 [天体物理学]; 070507 [自然资源与国土空间规划学]; 090105 [作物生产系统与生态工程];
摘要
The genomes of large numbers of single cells must be sequenced to further understanding of the biological significance of genomic heterogeneity in complex systems. Whole genome amplification (WGA) of single cells is generally the first step in such studies, but is prone to nonuniformity that can compromise genomic measurement accuracy. Despite recent advances, robust performance in high-throughput single-cell WGA remains elusive. Here, we introduce droplet multiple displacement amplification (MDA), a method that uses commercially available liquid dispensing to perform high-throughput single-cell MDA in nanoliter volumes. The performance of droplet MDA is characterized using a large dataset of 129 normal diploid cells, and is shown to exceed previously reported single-cell WGA methods in amplification uniformity, genome coverage, and/or robustness. We achieve up to 80% coverage of a single-cell genome at 5x sequencing depth, and demonstrate excellent single-nucleotide variant (SNV) detection using targeted sequencing of droplet MDA product to achieve a median allelic dropout of 15%, and using whole genome sequencing to achieve false and true positive rates of 9.66 x 10(-6) and 68.8%, respectively, in a G1-phase cell. We further show that droplet MDA allows for the detection of copy number variants (CNVs) as small as 30 kb in single cells of an ovarian cancer cell line and as small as 9 Mb in two high-grade serous ovarian cancer samples using only 0.02x depth. Droplet MDA provides an accessible and scalable method for performing robust and accurate CNV and SNV measurements on large numbers of single cells.
引用
收藏
页码:8484 / 8489
页数:6
相关论文
共 29 条
[1]
Distinct evolutionary trajectories of primary high-grade serous ovarian cancers revealed through spatial mutational profiling [J].
Bashashati, Ali ;
Ha, Gavin ;
Tone, Alicia ;
Ding, Jiarui ;
Prentice, Leah M. ;
Roth, Andrew ;
Rosner, Jamie ;
Shumansky, Karey ;
Kalloger, Steve ;
Senz, Janine ;
Yang, Winnie ;
McConechy, Melissa ;
Melnyk, Nataliya ;
Anglesio, Michael ;
Luk, Margaret T. Y. ;
Tse, Kane ;
Zeng, Thomas ;
Moore, Richard ;
Zhao, Yongjun ;
Marra, Marco A. ;
Gilks, Blake ;
Yip, Stephen ;
Huntsman, David G. ;
McAlpine, Jessica N. ;
Shah, Sohrab P. .
JOURNAL OF PATHOLOGY, 2013, 231 (01) :21-34
[2]
Optimizing sparse sequencing of single cells for highly multiplex copy number profiling [J].
Baslan, Timour ;
Kendall, Jude ;
Ward, Brian ;
Cox, Hilary ;
Leotta, Anthony ;
Rodgers, Linda ;
Riggs, Michael ;
D'Italia, Sean ;
Sun, Guoli ;
Yong, Mao ;
Miskimen, Kristy ;
Gilmore, Hannah ;
Saborowski, Michael ;
Dimitrova, Nevenka ;
Krasnitz, Alexander ;
Harris, Lyndsay ;
Wigler, Michael ;
Hicks, James .
GENOME RESEARCH, 2015, 25 (05) :714-724
[3]
A Quantitative Comparison of Single-Cell Whole Genome Amplification Methods [J].
de Bourcy, Charles F. A. ;
De Vlaminck, Iwijn ;
Kanbar, Jad N. ;
Wang, Jianbin ;
Gawad, Charles ;
Quake, Stephen R. .
PLOS ONE, 2014, 9 (08)
[4]
Feature-based classifiers for somatic mutation detection in tumour-normal paired sequencing data [J].
Ding, Jiarui ;
Bashashati, Ali ;
Roth, Andrew ;
Oloumi, Arusha ;
Tse, Kane ;
Zeng, Thomas ;
Haffari, Gholamreza ;
Hirst, Martin ;
Marra, Marco A. ;
Condon, Anne ;
Aparicio, Samuel ;
Shah, Sohrab P. .
BIOINFORMATICS, 2012, 28 (02) :167-175
[5]
Dynamics of genomic clones in breast cancer patient xenografts at single-cell resolution [J].
Eirew, Peter ;
Steif, Adi ;
Khattra, Jaswinder ;
Ha, Gavin ;
Yap, Damian ;
Farahani, Hossein ;
Gelmon, Karen ;
Chia, Stephen ;
Mar, Colin ;
Wan, Adrian ;
Laks, Emma ;
Biele, Justina ;
Shumansky, Karey ;
Rosner, Jamie ;
McPherson, Andrew ;
Nielsen, Cydney ;
Roth, Andrew J. L. ;
Lefebvre, Calvin ;
Bashashati, Ali ;
de Souza, Camila ;
Siu, Celia ;
Aniba, Radhouane ;
Brimhall, Jazmine ;
Oloumi, Arusha ;
Osako, Tomo ;
Bruna, Alejandra ;
Sandoval, Jose L. ;
Algara, Teresa ;
Greenwood, Wendy ;
Leung, Kaston ;
Cheng, Hongwei ;
Xue, Hui ;
Wang, Yuzhuo ;
Lin, Dong ;
Mungall, Andrew J. ;
Moore, Richard ;
Zhao, Yongjun ;
Lorette, Julie ;
Long Nguyen ;
Huntsman, David ;
Eaves, Connie J. ;
Hansen, Carl ;
Marra, Marco A. ;
Caldas, Carlos ;
Shah, Sohrab P. ;
Aparicio, Samuel .
NATURE, 2015, 518 (7539) :422-426
[6]
Development and validation of a next-generation sequencing-based protocol for 24-chromosome aneuploidy screening of embryos [J].
Fiorentino, Francesco ;
Biricik, Anil ;
Bono, Sara ;
Spizzichino, Letizia ;
Cotroneo, Ettore ;
Cottone, Giuliano ;
Kokocinski, Felix ;
Michel, Claude-Edouard .
FERTILITY AND STERILITY, 2014, 101 (05) :1375-U41
[7]
Uniform and accurate single-cell sequencing based on emulsion whole-genome amplification [J].
Fu, Yusi ;
Li, Chunmei ;
Lu, Sijia ;
Zhou, Wenxiong ;
Tang, Fuchou ;
Xie, X. Sunney ;
Huang, Yanyi .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2015, 112 (38) :11923-11928
[8]
Dissecting the clonal origins of childhood acute lymphoblastic leukemia by single-cell genomics [J].
Gawad, Charles ;
Koh, Winston ;
Quake, Stephen R. .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2014, 111 (50) :17947-17952
[9]
Massively parallel polymerase cloning and genome sequencing of single cells using nanoliter microwells [J].
Gole, Jeff ;
Gore, Athurva ;
Richards, Andrew ;
Chiu, Yu-Jui ;
Fung, Ho-Lim ;
Bushman, Diane ;
Chiang, Hsin-I ;
Chun, Jerold ;
Lo, Yu-Hwa ;
Zhang, Kun .
NATURE BIOTECHNOLOGY, 2013, 31 (12) :1126-+
[10]
Integrative analysis of genome-wide loss of heterozygosity and monoallelic expression at nucleotide resolution reveals disrupted pathways in triple-negative breast cancer [J].
Ha, Gavin ;
Roth, Andrew ;
Lai, Daniel ;
Bashashati, Ali ;
Ding, Jiarui ;
Goya, Rodrigo ;
Giuliany, Ryan ;
Rosner, Jamie ;
Oloumi, Arusha ;
Shumansky, Karey ;
Chin, Suet-Feung ;
Turashvili, Gulisa ;
Hirst, Martin ;
Caldas, Carlos ;
Marra, Marco A. ;
Aparicio, Samuel ;
Shah, Sohrab P. .
GENOME RESEARCH, 2012, 22 (10) :1995-2007