# Dissecting gene regulatory networks governing human cortical cell fate

**Authors:** Jingwen W. Ding, Chang N. Kim, Megan S. Ostrowski, Yashodara Abeykoon, Bryan J. Pavlovic, Jenelle L. Wallace, Nathan K. Schaefer, Tomasz J. Nowakowski, Alex A. Pollen

PMC · DOI: 10.1038/s41586-025-09997-7 · 2026-01-21

## TL;DR

This study identifies key transcription factors that regulate human cortical cell development and reveals conserved mechanisms across primates.

## Contribution

A novel human primary culture system and CRISPRi screening to functionally dissect gene regulatory networks in cortical neurogenesis.

## Key findings

- ZNF219 represses neural differentiation, while NR2E1 and ARX have opposing roles in RG lineage plasticity.
- ARX safeguards interneuron subtype specification by repressing LMO1 in post-mitotic cells.
- Conserved mechanisms of RG lineage plasticity were observed across primates.

## Abstract

Human cortical neurogenesis involves conserved and specialized developmental processes during a restricted window of prenatal development. Radial glia (RG) neural stem cells shape cortical cell diversity by giving rise to excitatory neurons, oligodendrocytes and astrocytes, as well as olfactory bulb interneurons (INs) and a recently characterized population of cortical INs1,2. Complex genetic programs orchestrated by transcription factor (TF) circuits govern the balance between self-renewal and differentiation, and between different cell fates3–8. Despite progress in measuring gene regulatory network activity during human cortical development9–12, functional studies are required to evaluate the roles of TFs and effector genes in human RG lineage progression. Here we establish a human primary culture system that allows sensitive discrimination of cell fate dynamics and apply single-cell CRISPR interference (CRISPRi) screening13,14 to examine the transcriptional and cell fate consequences of 44 TFs active during cortical neurogenesis. We identified several TFs with new roles in cortical neurogenesis, including ZNF219—previously uncharacterized—that represses neural differentiation and NR2E1 and ARX that have opposing roles in regulating RG lineage plasticity and progression across developmental stages. We also detected convergent effector genes downstream of multiple TFs enriched in neurodevelopmental and neuropsychiatric disorders and observed conserved mechanisms of RG lineage plasticity across primates. We further uncovered a post-mitotic role for ARX in safeguarding IN subtype specification through repressing LMO1. Our study provides a framework for dissecting regulatory networks driving cell fate consequences during human neurogenesis.

Systematic screening of transcription factors reveals conserved mechanisms governing cortical radial glia lineage progression across primates and provides a framework for functional dissection of gene regulatory networks in human cortical neurogenesis.

## Linked entities

- **Genes:** ZNF219 (zinc finger protein 219) [NCBI Gene 51222], NR2E1 (nuclear receptor subfamily 2 group E member 1) [NCBI Gene 7101], ARX (aristaless related homeobox) [NCBI Gene 170302], LMO1 (LIM domain only 1) [NCBI Gene 4004]
- **Species:** Homo sapiens (taxon 9606), Primates (taxon 9443)

## Full-text entities

- **Genes:** NR2E1 (nuclear receptor subfamily 2 group E member 1) [NCBI Gene 7101] {aka TLL, TLX, XTLL}, ARX (aristaless related homeobox) [NCBI Gene 170302] {aka CT121, EIEE1, ISSX, MRX29, MRX32, MRX33}, ZNF219 (zinc finger protein 219) [NCBI Gene 51222] {aka ZFP219}, LMO1 (LIM domain only 1) [NCBI Gene 4004] {aka RBTN1, RHOM1, TTG1}
- **Diseases:** neuropsychiatric disorders (MESH:D001523)
- **Species:** Homo sapiens (human, species) [taxon 9606]

## Figures

15 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12999477/full.md

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Source: https://tomesphere.com/paper/PMC12999477