Literature DB >> 35022620

Pooled genetic perturbation screens with image-based phenotypes.

David Feldman1,2, Luke Funk1,3, Anna Le1,4, Rebecca J Carlson1,3, Michael D Leiken1, FuNien Tsai1,5, Brian Soong1, Avtar Singh1,6, Paul C Blainey7,8,9.   

Abstract

Discovery of the genetic components underpinning fundamental and disease-related processes is being rapidly accelerated by combining efficient, programmable genetic engineering with phenotypic readouts of high spatial, temporal and/or molecular resolution. Microscopy is a fundamental tool for studying cell biology, but its lack of high-throughput sequence readouts hinders integration in large-scale genetic screens. Optical pooled screens using in situ sequencing provide massively scalable integration of barcoded lentiviral libraries (e.g., CRISPR perturbation libraries) with high-content imaging assays, including dynamic processes in live cells. The protocol uses standard lentiviral vectors and molecular biology, providing single-cell resolution of phenotype and engineered genotype, scalability to millions of cells and accurate sequence reads sufficient to distinguish >106 perturbations. In situ amplification takes ~2 d, while sequencing can be performed in ~1.5 h per cycle. The image analysis pipeline provided enables fully parallel automated sequencing analysis using a cloud or cluster computing environment.
© 2022. The Author(s), under exclusive licence to Springer Nature Limited.

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Year:  2022        PMID: 35022620     DOI: 10.1038/s41596-021-00653-8

Source DB:  PubMed          Journal:  Nat Protoc        ISSN: 1750-2799            Impact factor:   17.021


  63 in total

1.  Dissecting Immune Circuits by Linking CRISPR-Pooled Screens with Single-Cell RNA-Seq.

Authors:  Diego Adhemar Jaitin; Assaf Weiner; Ido Yofe; David Lara-Astiaso; Hadas Keren-Shaul; Eyal David; Tomer Meir Salame; Amos Tanay; Alexander van Oudenaarden; Ido Amit
Journal:  Cell       Date:  2016-12-15       Impact factor: 41.582

2.  Coupled Single-Cell CRISPR Screening and Epigenomic Profiling Reveals Causal Gene Regulatory Networks.

Authors:  Adam J Rubin; Kevin R Parker; Ansuman T Satpathy; Yanyan Qi; Beijing Wu; Alvin J Ong; Maxwell R Mumbach; Andrew L Ji; Daniel S Kim; Seung Woo Cho; Brian J Zarnegar; William J Greenleaf; Howard Y Chang; Paul A Khavari
Journal:  Cell       Date:  2018-12-20       Impact factor: 41.582

3.  Genome-scale CRISPR-Cas9 knockout screening in human cells.

Authors:  Ophir Shalem; Neville E Sanjana; Ella Hartenian; Xi Shi; David A Scott; Tarjei Mikkelson; Dirk Heckl; Benjamin L Ebert; David E Root; John G Doench; Feng Zhang
Journal:  Science       Date:  2013-12-12       Impact factor: 47.728

4.  Genetic screens in human cells using the CRISPR-Cas9 system.

Authors:  Tim Wang; Jenny J Wei; David M Sabatini; Eric S Lander
Journal:  Science       Date:  2013-12-12       Impact factor: 47.728

5.  Genome-scale CRISPR-Cas9 knockout and transcriptional activation screening.

Authors:  Julia Joung; Silvana Konermann; Jonathan S Gootenberg; Omar O Abudayyeh; Randall J Platt; Mark D Brigham; Neville E Sanjana; Feng Zhang
Journal:  Nat Protoc       Date:  2017-03-23       Impact factor: 13.491

6.  Multiplexed detection of proteins, transcriptomes, clonotypes and CRISPR perturbations in single cells.

Authors:  Eleni P Mimitou; Anthony Cheng; Antonino Montalbano; Stephanie Hao; Marlon Stoeckius; Mateusz Legut; Timothy Roush; Alberto Herrera; Efthymia Papalexi; Zhengqing Ouyang; Rahul Satija; Neville E Sanjana; Sergei B Koralov; Peter Smibert
Journal:  Nat Methods       Date:  2019-04-22       Impact factor: 28.547

7.  Protein Barcodes Enable High-Dimensional Single-Cell CRISPR Screens.

Authors:  Aleksandra Wroblewska; Maxime Dhainaut; Benjamin Ben-Zvi; Samuel A Rose; Eun Sook Park; El-Ad David Amir; Anela Bektesevic; Alessia Baccarini; Miriam Merad; Adeeb H Rahman; Brian D Brown
Journal:  Cell       Date:  2018-10-18       Impact factor: 41.582

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

Authors:  Britt Adamson; Thomas M Norman; Marco Jost; Min Y Cho; James K Nuñez; Yuwen Chen; Jacqueline E Villalta; Luke A Gilbert; Max A Horlbeck; Marco Y Hein; Ryan A Pak; Andrew N Gray; Carol A Gross; Atray Dixit; Oren Parnas; Aviv Regev; Jonathan S Weissman
Journal:  Cell       Date:  2016-12-15       Impact factor: 41.582

9.  Perturb-Seq: Dissecting Molecular Circuits with Scalable Single-Cell RNA Profiling of Pooled Genetic Screens.

Authors:  Atray Dixit; Oren Parnas; Biyu Li; Jenny Chen; Charles P Fulco; Livnat Jerby-Arnon; Nemanja D Marjanovic; Danielle Dionne; Tyler Burks; Raktima Raychowdhury; Britt Adamson; Thomas M Norman; Eric S Lander; Jonathan S Weissman; Nir Friedman; Aviv Regev
Journal:  Cell       Date:  2016-12-15       Impact factor: 41.582

10.  A Genome-wide CRISPR Screen in Primary Immune Cells to Dissect Regulatory Networks.

Authors:  Oren Parnas; Marko Jovanovic; Thomas M Eisenhaure; Rebecca H Herbst; Atray Dixit; Chun Jimmie Ye; Dariusz Przybylski; Randall J Platt; Itay Tirosh; Neville E Sanjana; Ophir Shalem; Rahul Satija; Raktima Raychowdhury; Philipp Mertins; Steven A Carr; Feng Zhang; Nir Hacohen; Aviv Regev
Journal:  Cell       Date:  2015-07-16       Impact factor: 41.582

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