Integrating single-cell RNA-seq and imaging with SCOPE-seq2

被引:16
作者
Liu, Zhouzerui [1 ]
Yuan, Jinzhou [1 ]
Lasorella, Anna [2 ,3 ,4 ]
Iavarone, Antonio [2 ,4 ,5 ]
Bruce, Jeffrey N. [6 ]
Canoll, Peter [4 ]
Sims, Peter A. [1 ,7 ,8 ]
机构
[1] Columbia Univ, Dept Syst Biol, Irving Med Ctr, New York, NY 10032 USA
[2] Columbia Univ, Herbert Irving Comprehens Canc Ctr, Inst Canc Genet, Irving Med Ctr, New York, NY 10032 USA
[3] Columbia Univ, Dept Pediat, Irving Med Ctr, New York, NY 10032 USA
[4] Columbia Univ, Dept Pathol & Cell Biol, Irving Med Ctr, New York, NY 10032 USA
[5] Columbia Univ, Dept Neurol, Irving Med Ctr, New York, NY 10032 USA
[6] Columbia Univ, Dept Neurol Surg, Irving Med Ctr, New York, NY 10032 USA
[7] Columbia Univ, Dept Biochem & Mol Biophys, Irving Med Ctr, New York, NY 10032 USA
[8] Columbia Univ, Sulzberger Columbia Genome Ctr, Irving Med Ctr, New York, NY 10032 USA
关键词
EXPRESSION;
D O I
10.1038/s41598-020-76599-w
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
Live cell imaging allows direct observation and monitoring of phenotypes that are difficult to infer from transcriptomics. However, existing methods for linking microscopy and single-cell RNA-seq (scRNA-seq) have limited scalability. Here, we describe an upgraded version of Single Cell Optical Phenotyping and Expression (SCOPE-seq2) for combining single-cell imaging and expression profiling, with substantial improvements in throughput, molecular capture efficiency, linking accuracy, and compatibility with standard microscopy instrumentation. We introduce improved optically decodable mRNA capture beads and implement a more scalable and simplified optical decoding process. We demonstrate the utility of SCOPE-seq2 for fluorescence, morphological, and expression profiling of individual primary cells from a human glioblastoma (GBM) surgical sample, revealing relationships between simple imaging features and cellular identity, particularly among malignantly transformed tumor cells.
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页数:15
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