TY - JOUR
T1 - Robust high-performance nanoliter-volume single-cell multiple displacement amplification on planar substrates
AU - Leung, Kaston
AU - Klaus, Anders
AU - Lin, Bill K.
AU - Laks, Emma
AU - Biele, Justina
AU - Lai, Daniel
AU - Bashashati, Ali
AU - Huang, Yi Fei
AU - Aniba, Radhouane
AU - Moksa, Michelle
AU - Steif, Adi
AU - Mes-Masson, Anne Marie
AU - Hirst, Martin
AU - Shah, Sohrab P.
AU - Aparicio, Samuel
AU - Hansen, Carl L.
N1 - Funding Information:
We thank Hans Zahn for assistance with operation of the piezoelectric dispenser and Ramunas Stepanauskas for valuable discussions regarding MDA. Funding support was provided by Genome British Columbia, Genome Canada, the National Science and Engineering Research Council of Canada, and the Canadian Institutes of Health Research.
PY - 2016/7/26
Y1 - 2016/7/26
N2 - 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 highthroughput single-cell WGA remains elusive. Here, we introduce droplet multiple displacement amplification (MDA), a method that uses commercially available liquid dispensing to perform highthroughput 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 5× 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 × 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 0.02× depth. Droplet MDA provides an accessible and scalable method for performing robust and accurate CNV and SNV measurements on large numbers of single cells.
AB - 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 highthroughput single-cell WGA remains elusive. Here, we introduce droplet multiple displacement amplification (MDA), a method that uses commercially available liquid dispensing to perform highthroughput 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 5× 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 × 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 0.02× depth. Droplet MDA provides an accessible and scalable method for performing robust and accurate CNV and SNV measurements on large numbers of single cells.
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U2 - 10.1073/pnas.1520964113
DO - 10.1073/pnas.1520964113
M3 - Article
C2 - 27412862
AN - SCOPUS:84979547050
SN - 0027-8424
VL - 113
SP - 8484
EP - 8489
JO - Proceedings of the National Academy of Sciences of the United States of America
JF - Proceedings of the National Academy of Sciences of the United States of America
IS - 30
ER -