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相关概念视频

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In eukaryotes, transcription and translation are compartmentalized; an mRNA is first synthesized in the nucleus and then selectively transported to the cytoplasm for protein synthesis. Before transport, a pre-mRNA undergoes several steps of post-transcriptional modifications including splicing, 5' capping, and the addition of a poly-adenine tail. Various proteins bind to the pre-mRNA during these modifications. The mRNA transport takes place with the help of multiple proteins playing...
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Ribosome profiling or ribo-sequencing is a deep sequencing technique that produces a snapshot of active translation in a cell. It selectively sequences the mRNAs protected by ribosomes to get an insight into a cell’s translation landscape at any given point in time.
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The gene expression in cells is regulated at different stages: (i) transcription, (ii) RNA processing, (iii) RNA localization, and (iv) translation. Transcriptional regulation is mediated by regulatory proteins such as transcription factors, activators, or repressors—these control gene expression by initiating or inhibiting the transcription of genes. Once a precursor or pre-mRNA is produced, it undergoes post-transcriptional modification, including 5' capping, splicing, and the...
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SpaGRN:对空间解析的转录组学数据的空间知情调节路径进行研究.

Yao Li1, Xiaobin Liu2, Lidong Guo3

  • 1BGI Research, Sanya 572025, China; BGI Research, Qingdao 266555, China.

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|April 3, 2025
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概括

SpaGRN通过整合细胞近距离和信号通路来重建空间基因调节网络. 这一框架增强了对组织组织和发育和疾病中的时空调节的理解.

关键词:
3D监管天文图集 3D监管天文图集细胞相互作用映射绘制地图基因监管网络 基因监管网络接收器 接收器 接收器接收器接收器-TF-目标级联.空间自相关性分析空间分辨率的转录学时间空间的动态.转录因子的转录因子

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科学领域:

  • 基因组学就是基因组学.
  • 系统生物学 系统生物学
  • 计算生物学 计算生物学

背景情况:

  • 细胞通过基因调节网络组织成功能单元.
  • 现有的空间转录组学方法缺乏整合空间约束和细胞-细胞通信.
  • 对组织组织的机理性理解受到当前分析方法的限制.

研究的目的:

  • 引入SpaGRN,这是一个用于重建空间基因调节网络的统计框架.
  • 为了改善分析,将细胞内空间调节因果关系与细胞外信号结合起来.
  • 为解码空间规律和揭示时空调节机制提供一个多功能工具包.

主要方法:

  • 开发了一个统计框架,SpaGRN.
  • 结合细胞内空间调节因果关系与细胞外信号通路信息.
  • 基准 SpaGRN 与合成和真实数据集上的最先进的工具进行比较.

主要成果:

  • 与现有的方法相比,SpaGRN在识别上下文依赖的规则方面表现出更高的精度.
  • 该框架已成功应用于多种空间转录组学平台和复杂的生物样本.
  • SpaGRN揭示了器官生成和炎症中的时空调节机制.

结论:

  • SpaGRN提供了一种可靠的方法来重建特定于细胞类型的空间规律.
  • 该框架通过整合空间和信号信息,促进了对组织组织的理解.
  • SpaGRN是一个多功能工具,用于在各种空间转录组数据集中剖析复杂的生物过程.