학술논문

Massively multiplex chemical transcriptomics at single-cell resolution.
Document Type
Article
Source
Science. 1/3/2020, Vol. 367 Issue 6473, p45-51. 7p. 5 Diagrams.
Subject
*TRANSCRIPTOMES
*GENETIC transcription
*OPTICAL resolution
*PERTURBATION theory
*EARLY detection of cancer
*CHROMATIN
Language
ISSN
0036-8075
Abstract
High-throughput chemical screens typically use coarse assays such as cell survival, limiting what can be learned about mechanisms of action, off-target effects, and heterogeneous responses. Here, we introduce “sci-Plex,” which uses “nuclear hashing” to quantify global transcriptional responses to thousands of independent perturbations at single-cell resolution. As a proof of concept, we applied sci-Plex to screen three cancer cell lines exposed to 188 compounds. In total, we profiled ~650,000 single-cell transcriptomes across ~5000 independent samples in one experiment. Our results reveal substantial intercellular heterogeneity in response to specific compounds, commonalities in response to families of compounds, and insight into differential properties within families. In particular, our results with histone deacetylase inhibitors support the view that chromatin acts as an important reservoir of acetate in cancer cells. [ABSTRACT FROM AUTHOR]