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Updated: Jan 5, 2026

Prediction and Validation of Gene Regulatory Elements Activated During Retinoic Acid Induced Embryonic Stem Cell Differentiation
Published on: June 21, 2016
Identification and Massively Parallel Characterization of Regulatory Elements Driving Neural Induction
Fumitaka Inoue1, Anat Kreimer2, Tal Ashuach3
1Department of Bioengineering and Therapeutic Sciences, University of California, San Francisco, San Francisco, CA 94158, USA; Institute for Human Genetics, University of California, San Francisco, San Francisco, CA 94158, USA.
This study reveals the timing of epigenetic changes during human stem cell neural differentiation. DNA accessibility changes first, followed by histone modifications and then gene expression, guiding cell fate decisions.
Area of Science:
- Developmental Biology
- Epigenetics
- Stem Cell Biology
Background:
- Cellular differentiation relies on coordinated epigenomic regulation and gene expression.
- The precise temporal sequence of these events during human neural induction is not well understood.
Purpose of the Study:
- To investigate the temporal dynamics between epigenomic changes and gene expression during neural differentiation of human pluripotent stem cells (hPSCs).
- To identify key regulatory elements and transcription factors driving neural fate acquisition.
Main Methods:
- Utilized RNA sequencing (RNA-seq), ChIP-seq, and ATAC-seq across seven time points during hPSC neural differentiation.
- Employed massively parallel reporter assays (MPRAs) to assess the temporal activity of 2,464 regulatory sequences.
- Developed a prioritization method integrating genomic and MPRA data.
Main Results:
- Demonstrated a temporal order: DNA accessibility changes preceded H3K27ac modifications, which in turn preceded gene expression alterations.
- Identified numerous regulatory sequences with temporal activity patterns correlating with endogenous gene expression and chromatin dynamics.
- Pinpointed key transcription factors crucial for neural fate determination.
Conclusions:
- Provides a detailed temporal framework for neural induction in hPSCs.
- Offers a comprehensive resource of genes and regulatory elements involved in orchestrating neural differentiation.
- Highlights the sequential interplay of epigenomic modifications and gene expression in driving cell fate decisions.
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