Literature DB >> 31631012

Identification and Massively Parallel Characterization of Regulatory Elements Driving Neural Induction.

Fumitaka Inoue1, Anat Kreimer2, Tal Ashuach3, Nadav Ahituv4, Nir Yosef5.   

Abstract

Epigenomic regulation and lineage-specific gene expression act in concert to drive cellular differentiation, but the temporal interplay between these processes is largely unknown. Using neural induction from human pluripotent stem cells (hPSCs) as a paradigm, we interrogated these dynamics by performing RNA sequencing (RNA-seq), chromatin immunoprecipitation sequencing (ChIP-seq), and assay for transposase accessible chromatin using sequencing (ATAC-seq) at seven time points during early neural differentiation. We found that changes in DNA accessibility precede H3K27ac, which is followed by gene expression changes. Using massively parallel reporter assays (MPRAs) to test the activity of 2,464 candidate regulatory sequences at all seven time points, we show that many of these sequences have temporal activity patterns that correlate with their respective cell-endogenous gene expression and chromatin changes. A prioritization method incorporating all genomic and MPRA data further identified key transcription factors involved in driving neural fate. These results provide a comprehensive resource of genes and regulatory elements that orchestrate neural induction and illuminate temporal frameworks during differentiation.
Copyright © 2019 Elsevier Inc. All rights reserved.

Entities:  

Keywords:  ATAC-seq; ChIP-seq; RNA-seq; enhancer; functional genomics; genetic variation; massively parallel reporter assay; neural induction; stem cell differentiation; transcriptional regulation

Mesh:

Substances:

Year:  2019        PMID: 31631012      PMCID: PMC6850896          DOI: 10.1016/j.stem.2019.09.010

Source DB:  PubMed          Journal:  Cell Stem Cell        ISSN: 1875-9777            Impact factor:   24.633


  78 in total

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Authors:  Ben Langmead; Cole Trapnell; Mihai Pop; Steven L Salzberg
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6.  Systematic Functional Dissection of Common Genetic Variation Affecting Red Blood Cell Traits.

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7.  Transcriptional and epigenetic dynamics during specification of human embryonic stem cells.

Authors:  Casey A Gifford; Michael J Ziller; Hongcang Gu; Cole Trapnell; Julie Donaghey; Alexander Tsankov; Alex K Shalek; David R Kelley; Alexander A Shishkin; Robbyn Issner; Xiaolan Zhang; Michael Coyne; Jennifer L Fostel; Laurie Holmes; Jim Meldrim; Mitchell Guttman; Charles Epstein; Hongkun Park; Oliver Kohlbacher; John Rinn; Andreas Gnirke; Eric S Lander; Bradley E Bernstein; Alexander Meissner
Journal:  Cell       Date:  2013-05-09       Impact factor: 41.582

8.  LHX2 regulates the neural differentiation of human embryonic stem cells via transcriptional modulation of PAX6 and CER1.

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9.  Highly efficient neural conversion of human ES and iPS cells by dual inhibition of SMAD signaling.

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  26 in total

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2.  Identification of Plant Enhancers and Their Constituent Elements by STARR-seq in Tobacco Leaves.

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3.  Epitome: predicting epigenetic events in novel cell types with multi-cell deep ensemble learning.

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4.  Divergent transcriptional regulation of astrocyte reactivity across disorders.

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5.  Repetitive DNA symmetry elements negatively regulate gene expression in embryonic stem cells.

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6.  Systematic identification of cis-regulatory variants that cause gene expression differences in a yeast cross.

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Review 7.  Massively Parallel Reporter Assays: Defining Functional Psychiatric Genetic Variants Across Biological Contexts.

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8.  Targeted single-cell RNA sequencing of transcription factors enhances the identification of cell types and trajectories.

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Review 10.  Modeling the complex genetic architectures of brain disease.

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