解码大脑中的基因调节
Jasper Janssens1,2, Sara Aibar1,2, Ibrahim Ihsan Taskiran1,2
1VIB Center for Brain & Disease Research, Leuven, Belgium.
Nature
|January 6, 2022
概括
研究人员使用单细胞染色体可访问性和转录组数据绘制了Drosophila大脑中的基因调节网络. 这揭示了成千上万的调节区域在发育和成熟过程中驱动细胞类型特定的基因表达.
科学领域:
- 神经科学
- 基因组学
- 发育生物学
背景情况:
- 果大脑是理解神经元多样性和功能的一个关键模型.
- 基因调节网络 (GRNs),包括转录因子和增强剂,控制细胞身份.
- 之前的研究已经确定了多种细胞类型,但在单细胞水平上缺乏详细的GRN特征.
研究的目的:
- 在Drosophila大脑中描述细胞类型特定的基因调节网络.
- 在不同的神经元细胞类型和发育阶段识别调节元件及其目标基因.
主要方法:
- 通过9个发育时间点对超过24万个细胞的单细胞色素可访问性分析.
- 用单细胞转录组整合染色质可访问性数据.
- 应用动机发现,网络推断和深度学习来构建增强器GRN.
主要成果:
- 在大脑中识别了超过95000个细胞类型的特定调节区域.
- 发现与神经发生,重编程和成熟轨迹相关的7万个调节区域.
- 为40种细胞类型构建增强器GRN,将可访问的区域与转录因子和向基因联系起来.
结论:
- DeepFlyBrain资源提供了前所未有的洞察力, 了解虫大脑中的神经元调节多样性.
- 特性增强器架构增强了对细胞类型特定基因调节的理解.
- 这些发现使得设计精确的细胞类型向和操纵的遗传工具成为可能.
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