Literature DB >> 33927415

Profiling the genetic determinants of chromatin accessibility with scalable single-cell CRISPR screens.

Noa Liscovitch-Brauer1,2, Antonino Montalbano1,2, Jiale Deng1,2, Alejandro Méndez-Mancilla1,2, Hans-Hermann Wessels1,2, Nicholas G Moss1,2, Chia-Yu Kung1,2, Akash Sookdeo1,2, Xinyi Guo1,2, Evan Geller1,2, Suma Jaini1,3, Peter Smibert1,3, Neville E Sanjana4,5.   

Abstract

CRISPR screens have been used to connect genetic perturbations with changes in gene expression and phenotypes. Here we describe a CRISPR-based, single-cell combinatorial indexing assay for transposase-accessible chromatin (CRISPR-sciATAC) to link genetic perturbations to genome-wide chromatin accessibility in a large number of cells. In human myelogenous leukemia cells, we apply CRISPR-sciATAC to target 105 chromatin-related genes, generating chromatin accessibility data for ~30,000 single cells. We correlate the loss of specific chromatin remodelers with changes in accessibility globally and at the binding sites of individual transcription factors (TFs). For example, we show that loss of the H3K27 methyltransferase EZH2 increases accessibility at heterochromatic regions involved in embryonic development and triggers expression of genes in the HOXA and HOXD clusters. At a subset of regulatory sites, we also analyze changes in nucleosome spacing following the loss of chromatin remodelers. CRISPR-sciATAC is a high-throughput, single-cell method for studying the effect of genetic perturbations on chromatin in normal and disease states.
© 2021. The Author(s), under exclusive licence to Springer Nature America, Inc.

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Year:  2021        PMID: 33927415      PMCID: PMC8516442          DOI: 10.1038/s41587-021-00902-x

Source DB:  PubMed          Journal:  Nat Biotechnol        ISSN: 1087-0156            Impact factor:   54.908


  40 in total

1.  Identification and characterization of essential genes in the human genome.

Authors:  Tim Wang; Kıvanç Birsoy; Nicholas W Hughes; Kevin M Krupczak; Yorick Post; Jenny J Wei; Eric S Lander; David M Sabatini
Journal:  Science       Date:  2015-10-15       Impact factor: 47.728

2.  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

3.  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

4.  Multiplex single cell profiling of chromatin accessibility by combinatorial cellular indexing.

Authors:  Darren A Cusanovich; Riza Daza; Andrew Adey; Hannah A Pliner; Lena Christiansen; Kevin L Gunderson; Frank J Steemers; Cole Trapnell; Jay Shendure
Journal:  Science       Date:  2015-05-07       Impact factor: 47.728

Review 5.  Epigenetic plasticity and the hallmarks of cancer.

Authors:  William A Flavahan; Elizabeth Gaskell; Bradley E Bernstein
Journal:  Science       Date:  2017-07-21       Impact factor: 47.728

6.  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

7.  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

8.  Robust rank aggregation for gene list integration and meta-analysis.

Authors:  Raivo Kolde; Sven Laur; Priit Adler; Jaak Vilo
Journal:  Bioinformatics       Date:  2012-01-12       Impact factor: 6.937

9.  Pooled CRISPR screening with single-cell transcriptome readout.

Authors:  André F Rendeiro; Christian Schmidl; Paul Datlinger; Thomas Krausgruber; Peter Traxler; Johanna Klughammer; Linda C Schuster; Amelie Kuchler; Donat Alpar; Christoph Bock
Journal:  Nat Methods       Date:  2017-01-18       Impact factor: 28.547

10.  COSMIC: somatic cancer genetics at high-resolution.

Authors:  Simon A Forbes; David Beare; Harry Boutselakis; Sally Bamford; Nidhi Bindal; John Tate; Charlotte G Cole; Sari Ward; Elisabeth Dawson; Laura Ponting; Raymund Stefancsik; Bhavana Harsha; Chai Yin Kok; Mingming Jia; Harry Jubb; Zbyslaw Sondka; Sam Thompson; Tisham De; Peter J Campbell
Journal:  Nucleic Acids Res       Date:  2016-11-28       Impact factor: 16.971

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  4 in total

Review 1.  Generating specificity in genome regulation through transcription factor sensitivity to chromatin.

Authors:  Luke Isbel; Ralph S Grand; Dirk Schübeler
Journal:  Nat Rev Genet       Date:  2022-07-12       Impact factor: 59.581

2.  A genome-scale screen for synthetic drivers of T cell proliferation.

Authors:  Mateusz Legut; Zoran Gajic; Maria Guarino; Zharko Daniloski; Jahan A Rahman; Xinhe Xue; Congyi Lu; Lu Lu; Eleni P Mimitou; Stephanie Hao; Teresa Davoli; Catherine Diefenbach; Peter Smibert; Neville E Sanjana
Journal:  Nature       Date:  2022-03-16       Impact factor: 69.504

Review 3.  New horizons in the stormy sea of multimodal single-cell data integration.

Authors:  Christopher A Jackson; Christine Vogel
Journal:  Mol Cell       Date:  2022-01-20       Impact factor: 17.970

Review 4.  The role of single-cell genomics in human genetics.

Authors:  Varun K A Sreenivasan; Saranya Balachandran; Malte Spielmann
Journal:  J Med Genet       Date:  2022-07-05       Impact factor: 5.941

  4 in total

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