氧诱导应激揭示了人类大脑类器官中特定环境的基因调控作用

IF 5.5 2区 生物学 Q1 BIOCHEMISTRY & MOLECULAR BIOLOGY
Benjamin D Umans, Yoav Gilad
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引用次数: 0

摘要

遗传变异和环境压力之间的相互作用是理解神经系统疾病机制的关键。在这项研究中,我们使用人类大脑类器官来探索不同的氧水平如何暴露环境依赖的基因调控作用。通过将21个基因多样化的脑类器官组施加于缺氧和高氧条件下,我们确定了数百个在基线条件下无法检测到的基因调控变化,其中148个性状相关基因仅在氧应激下表现出调控作用。为了捕捉更细微的转录模式,我们采用了主题建模,揭示了与动态细胞过程和环境反应相关的情境特异性基因调控,从而更深入地了解基因调控是如何在大脑中被调节的。这些发现强调了基因型-环境相互作用在神经疾病遗传学研究中的重要性,并为大脑中受环境因素影响的隐藏调节机制提供了新的见解。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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 used 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 identified 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 employed topic modeling, which revealed 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.
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来源期刊
Genome research
Genome research 生物-生化与分子生物学
CiteScore
12.40
自引率
1.40%
发文量
140
审稿时长
6 months
期刊介绍: Launched in 1995, Genome Research is an international, continuously published, peer-reviewed journal that focuses on research that provides novel insights into the genome biology of all organisms, including advances in genomic medicine. Among the topics considered by the journal are genome structure and function, comparative genomics, molecular evolution, genome-scale quantitative and population genetics, proteomics, epigenomics, and systems biology. The journal also features exciting gene discoveries and reports of cutting-edge computational biology and high-throughput methodologies. New data in these areas are published as research papers, or methods and resource reports that provide novel information on technologies or tools that will be of interest to a broad readership. Complete data sets are presented electronically on the journal''s web site where appropriate. The journal also provides Reviews, Perspectives, and Insight/Outlook articles, which present commentary on the latest advances published both here and elsewhere, placing such progress in its broader biological context.
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