Cell Hashing with barcoded antibodies enables multiplexing and doublet detection for single cell genomics

被引:643
作者
Stoeckius, Marlon [1 ]
Zheng, Shiwei [2 ]
Houck-Loomis, Brian [1 ]
Hao, Stephanie [1 ]
Yeung, Bertrand Z. [3 ]
Mauck, William M., III [2 ]
Smibert, Peter [1 ]
Satija, Rahul [2 ]
机构
[1] New York Genome Ctr, Technol Innovat Lab, New York, NY 10003 USA
[2] NYU, Ctr Genom & Syst Biol, New York Genome Ctr, New York, NY 10003 USA
[3] BioLegend Inc, San Diego, CA USA
关键词
TRANSCRIPTOMICS;
D O I
10.1186/s13059-018-1603-1
中图分类号
Q81 [生物工程学(生物技术)]; Q93 [微生物学];
学科分类号
071005 [微生物学]; 090105 [作物生产系统与生态工程];
摘要
Despite rapid developments in single cell sequencing, sample-specific batch effects, detection of cell multiplets, and experimental costs remain outstanding challenges. Here, we introduce Cell Hashing, where oligo-tagged antibodies against ubiquitously expressed surface proteins uniquely label cells from distinct samples, which can be subsequently pooled. By sequencing these tags alongside the cellular transcriptome, we can assign each cell to its original sample, robustly identify cross-sample multiplets, and super-load commercial droplet-based systems for significant cost reduction. We validate our approach using a complementary genetic approach and demonstrate how hashing can generalize the benefits of single cell multiplexing to diverse samples and experimental designs.
引用
收藏
页数:12
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