Literature DB >> 30612741

A Genome-wide Framework for Mapping Gene Regulation via Cellular Genetic Screens.

Molly Gasperini1, Andrew J Hill2, José L McFaline-Figueroa2, Beth Martin2, Seungsoo Kim2, Melissa D Zhang2, Dana Jackson2, Anh Leith2, Jacob Schreiber3, William S Noble4, Cole Trapnell5, Nadav Ahituv6, Jay Shendure7.   

Abstract

Over one million candidate regulatory elements have been identified across the human genome, but nearly all are unvalidated and their target genes uncertain. Approaches based on human genetics are limited in scope to common variants and in resolution by linkage disequilibrium. We present a multiplex, expression quantitative trait locus (eQTL)-inspired framework for mapping enhancer-gene pairs by introducing random combinations of CRISPR/Cas9-mediated perturbations to each of many cells, followed by single-cell RNA sequencing (RNA-seq). Across two experiments, we used dCas9-KRAB to perturb 5,920 candidate enhancers with no strong a priori hypothesis as to their target gene(s), measuring effects by profiling 254,974 single-cell transcriptomes. We identified 664 (470 high-confidence) cis enhancer-gene pairs, which were enriched for specific transcription factors, non-housekeeping status, and genomic and 3D conformational proximity to their target genes. This framework will facilitate the large-scale mapping of enhancer-gene regulatory interactions, a critical yet largely uncharted component of the cis-regulatory landscape of the human genome.
Copyright © 2018 Elsevier Inc. All rights reserved.

Entities:  

Keywords:  CRISPR; CRISPRi; RNA-seq; crisprQTL; eQTL; enhancer; gene regulation; genetic screen; human genetics; single cell

Mesh:

Substances:

Year:  2019        PMID: 30612741      PMCID: PMC6690346          DOI: 10.1016/j.cell.2018.11.029

Source DB:  PubMed          Journal:  Cell        ISSN: 0092-8674            Impact factor:   41.582


  47 in total

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2.  Genetic analysis of genome-wide variation in human gene expression.

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3.  High-throughput mapping of regulatory DNA.

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Journal:  Nat Biotechnol       Date:  2016-01-25       Impact factor: 54.908

4.  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

5.  Patterns of cis regulatory variation in diverse human populations.

Authors:  Barbara E Stranger; Stephen B Montgomery; Antigone S Dimas; Leopold Parts; Oliver Stegle; Catherine E Ingle; Magda Sekowska; George Davey Smith; David Evans; Maria Gutierrez-Arcelus; Alkes Price; Towfique Raj; James Nisbett; Alexandra C Nica; Claude Beazley; Richard Durbin; Panos Deloukas; Emmanouil T Dermitzakis
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6.  A new class of temporarily phenotypic enhancers identified by CRISPR/Cas9-mediated genetic screening.

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1.  Self-Reporting Transposons Enable Simultaneous Readout of Gene Expression and Transcription Factor Binding in Single Cells.

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Journal:  Cell       Date:  2020-07-24       Impact factor: 41.582

Review 2.  Towards a comprehensive catalogue of validated and target-linked human enhancers.

Authors:  Molly Gasperini; Jacob M Tome; Jay Shendure
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Authors:  Emery H Bresnick; Kirby D Johnson
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Review 4.  CRISPR technologies for precise epigenome editing.

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Journal:  Nat Cell Biol       Date:  2021-01-08       Impact factor: 28.824

Review 5.  The three-dimensional landscape of the genome in human brain tissue unveils regulatory mechanisms leading to schizophrenia risk.

Authors:  Won Mah; Hyejung Won
Journal:  Schizophr Res       Date:  2019-03-18       Impact factor: 4.939

Review 6.  Genome editing to define the function of risk loci and variants in rheumatic disease.

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7.  Uncovering axes of variation among single-cell cancer specimens.

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8.  Exploring genetic interaction manifolds constructed from rich single-cell phenotypes.

Authors:  Thomas M Norman; Max A Horlbeck; Joseph M Replogle; Alex Y Ge; Albert Xu; Marco Jost; Luke A Gilbert; Jonathan S Weissman
Journal:  Science       Date:  2019-08-08       Impact factor: 47.728

9.  Broadening our understanding of the genetics of Juvenile Idiopathic Arthritis (JIA): Interrogation of three dimensional chromatin structures and genetic regulatory elements within JIA-associated risk loci.

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Journal:  PLoS One       Date:  2020-07-30       Impact factor: 3.240

10.  Screening for functional transcriptional and splicing regulatory variants with GenIE.

Authors:  Sarah E Cooper; Jeremy Schwartzentruber; Erica Bello; Eve L Coomber; Andrew R Bassett
Journal:  Nucleic Acids Res       Date:  2020-12-16       Impact factor: 16.971

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