Oxygen-induced stress reveals context-specific gene regulatory effects in human brain organoids

The interaction between genetic variants and environmental stressors is key to understanding the mechanisms underlying neurological diseases. In this study, we use human brain organoids to explore how varying oxygen levels expose context-dependent gene regulatory effects. By subjecting a genetically diverse panel of 21 brain organoids to hypoxic and hyperoxic conditions, we identify hundreds of gene regulatory changes that are undetectable under baseline conditions, with 148 trait-associated genes showing regulatory effects only in response to oxygen stress. To capture more nuanced transcriptional patterns, we employ topic modeling, which reveals context-specific gene regulation linked to dynamic cellular processes and environmental responses, offering a deeper understanding of how gene regulation is modulated in the brain. These findings underscore the importance of genotype-environment interactions in genetic studies of neurological disorders and provide new insights into the hidden regulatory mechanisms influenced by environmental factors in the brain.

Authors

Institutions

Publication Details

Journal
Genome Research
Published
2025-06-02
DOI
https://doi.org/10.1101/gr.280219.124
Citations
4
Primary Topic
Chemical Reactions and Isotopes
Type
article

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Oxygen-induced stress reveals context-specific gene regulatory effects in human brain organoids

Yoav Gilad, Benjamin D. Umans
4 citations
Genome Research
Chemical Reactions and Isotopes
article

Oxygen-induced stress reveals context-specific gene regulatory effects in human brain organoids

Yoav Gilad, Benjamin D. Umans
article en
4 citations

Abstract

The interaction between genetic variants and environmental stressors is key to understanding the mechanisms underlying neurological diseases. In this study, we use human brain organoids to explore how varying oxygen levels expose context-dependent gene regulatory effects. By subjecting a genetically diverse panel of 21 brain organoids to hypoxic and hyperoxic conditions, we identify hundreds of gene regulatory changes that are undetectable under baseline conditions, with 148 trait-associated genes showing regulatory effects only in response to oxygen stress. To capture more nuanced transcriptional patterns, we employ topic modeling, which reveals context-specific gene regulation linked to dynamic cellular processes and environmental responses, offering a deeper understanding of how gene regulation is modulated in the brain. These findings underscore the importance of genotype-environment interactions in genetic studies of neurological disorders and provide new insights into the hidden regulatory mechanisms influenced by environmental factors in the brain.

Genome ResearchVol. 35(8)
University of Chicago (US)
National Institutes of Health
Life in Land
Chemical Reactions and Isotopes
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Oxygen-induced stress reveals context-specific gene regulatory effects in human brain organoids — Yoav Gilad, Benjamin D. Umans · Genome Research (2025) | TGRS Research Map | TGRS