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Pooled optical screens in human cells

TLDR
This work introduces an optical method to link perturbations and their phenotypic outcomes at the singlecell level in a pooled setting and applies this technology to screen a focused set of 952 genes across >3 million cells for involvement in NF-κB activation.
Abstract
Large-scale genetic screens play a key role in the systematic discovery of genes underlying cellular phenotypes. Pooling of genetic perturbations greatly increases screening throughput, but has so far been limited to screens of enrichments defined by cell fitness and flow cytometry, or to comparatively low-throughput single cell gene expression profiles. Although microscopy is a rich source of spatial and temporal information about mammalian cells, high-content imaging screens have been restricted to much less efficient arrayed formats. Here, we introduce an optical method to link perturbations and their phenotypic outcomes at the singlecell level in a pooled setting. Barcoded perturbations are read out by targeted in situ sequencing following image-based phenotyping. We apply this technology to screen a focused set of 952 genes across >3 million cells for involvement in NF-κB activation by imaging the translocation of RelA (p65) to the nucleus, recovering 20 known pathway components and 3 novel candidate positive regulators of IL-1β and TNFα-stimulated immune responses.

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Citations
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A Multiplexed Single-Cell CRISPR Screening Platform Enables Systematic Dissection of the Unfolded Protein Response

TL;DR: Insight is provided into how the three sensors of ER homeostasis monitor distinct types of stress and the ability of Perturb-seq to dissect complex cellular responses are highlighted.
Journal ArticleDOI

High-throughput mapping of long-range neuronal projection using in situ sequencing

TL;DR: BARseq is introduced, a multiplexed method based on RNA barcoding for mapping projections of thousands of spatially resolved neurons in a single brain and relating those projections to other properties such as gene or Cre expression that can potentially uncover the organizing principles underlying the structure and formation of neural circuits.
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Mapping human cell phenotypes to genotypes with single-cell genomics

TL;DR: Recent advances into how single-cell genomics is being used to develop personalized phenotyping strategies that cross subcellular, cellular, and tissue scales to link the authors' genome to their cumulative cellular phenotypes are reviewed.
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In situ readout of DNA barcodes and single base edits facilitated by in vitro transcription.

TL;DR: A system for image-based readout of short (20-base-pair) DNA barcodes, called Zombie, where phage RNA polymerases transcribe engineered barcodes in fixed cells and are detected by fluorescent in situ hybridization.
References
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Journal ArticleDOI

KEGG: Kyoto Encyclopedia of Genes and Genomes

TL;DR: The Kyoto Encyclopedia of Genes and Genomes (KEGG) as discussed by the authors is a knowledge base for systematic analysis of gene functions in terms of the networks of genes and molecules.
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Genome-Scale CRISPR-Cas9 Knockout Screening in Human Cells

TL;DR: This work shows that lentiviral delivery of a genome-scale CRISPR-Cas9 knockout (GeCKO) library targeting 18,080 genes with 64,751 unique guide sequences enables both negative and positive selection screening in human cells, and observes a high level of consistency between independent guide RNAs targeting the same gene and a high rate of hit confirmation.
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Improved vectors and genome-wide libraries for CRISPR screening.

TL;DR: In this paper, Zhang et al. used a Genome-scale CRISPR Knock-Out (GeCKO) library to identify loss-of-function mutations in a melanoma model.
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Activators and target genes of Rel/NF-kappaB transcription factors.

TL;DR: It is argued that NF-κB functions more generally as a central regulator of stress responses and pairing stress responsiveness and anti-apoptotic pathways through the use of a common transcription factor may result in increased cell survival following stress insults.
Journal ArticleDOI

Genetic Screens in Human Cells Using the CRISPR-Cas9 System

TL;DR: In this paper, a pooled, loss-of-function genetic screening approach suitable for both positive and negative selection that uses a genome-scale lentiviral single-guide RNA (sgRNA) library was described.
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