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Updated: May 16, 2026

Generation of Standardized and Reproducible Forebrain-type Cerebral Organoids from Human Induced Pluripotent Stem Cells
Published on: January 23, 2018
A hierarchical coherent-gene-group model for brain development
I F Tsigelny1, V L Kouznetsova, M Baitaluk
1San Diego Supercomputer Center, University of California, San Diego, CA 92093, USA. itsigeln@ucsd.edu
This study introduces a novel strategy to analyze brain gene expression using transcription factor (TF) networks. It reveals TF network patterns linked to neurodevelopmental disorders and suggests targeted drug design for early intervention.
Area of Science:
- Neuroscience
- Genetics
- Computational Biology
Background:
- Brain gene expression analysis is complex.
- Understanding gene regulation during development is crucial for neurodevelopmental disorders.
- Transcription factors (TFs) play a key role in gene expression regulation.
Purpose of the Study:
- To develop a strategy for analyzing brain gene expression data using TF-controlled coherent-gene groups.
- To establish a hierarchical model of gene-expression patterns during brain development.
- To investigate the role of TF networks in neurodevelopmental disorders like autism and schizophrenia.
Main Methods:
- Hierarchical modeling of gene expression patterns.
- Identification of TF networks and 'master TFs'.
- Analysis of temporal gene expression patterns in relation to neurogenesis and synaptogenesis.
Main Results:
- A hierarchical model of gene expression during brain development was established.
- Distinct temporal gene expression patterns were identified, linked to neurogenesis/synaptogenesis.
- TF networks associated with autism-spectrum disorders and schizophrenia showed dual expression maxima (prenatal and early postnatal).
Conclusions:
- Master TFs regulate gene groups during brain development.
- Dysregulation of specific TFs may underlie autism and schizophrenia.
- Targeted drug design based on TF temporal expression patterns offers a potential therapeutic strategy for neurodevelopmental disorders.
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