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相关概念视频

Ecological Niches02:02

Ecological Niches

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All organisms have a position within an ecosystem. The complete set of living and nonliving factors—including food resources, climate, and terrain—that define the position of a given organism are collectively referred to as the organism’s ecological niche.
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Longitudinal Measurement of Extracellular Matrix Rigidity in 3D Tumor Models Using Particle-tracking Microrheology
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通过利基轨迹分析来描述组织微环境中的空间连续变化.

Wen Wang1, Shiwei Zheng1, Sujung Crystal Shin1

  • 1Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA.

bioRxiv : the preprint server for biology
|May 7, 2024
PubMed
概括

我们开发了ONTraC,这是一个新的计算工具,用于分析组织微环境中的空间变化. ONTraC重建了利基轨迹,为了解组织组织和功能提供了一种强大的新方法.

科学领域:

  • 计算生物学是一种计算生物学.
  • 空间转录组学 空间转录组学
  • 一个单细胞分析.

背景情况:

  • 技术进步使得组织空间组织的单细胞分辨率绘制成为可能.
  • 现有的计算方法不足以分析组织微环境中的连续空间变化.

研究的目的:

  • 引入ONTraC,这是一个构建利基轨迹的新策略.
  • 为分析组织微环境中的空间变化提供计算框架.

主要方法:

  • 使用基于图形神经网络的建模框架.
  • 开发了用于重建空间轨迹的ONTraC.
  • 将ONTraC与现有的轨迹重建方法进行了比较.

主要成果:

  • 在基准分析中,与现有方法相比,ONTraC表现优越.
  • 将ONTraC应用于空间转录学数据集,成功地回顾了解剖结构.
  • 在胚胎发育过程中鉴定了基因调节网络和细胞-细胞相互作用的组织微环境依赖的变化.

结论:

  • ONTraC是一种有效且广泛适用的工具,用于表征组织微环境.

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  • 该策略使组织内结构和功能组织的系统分析成为可能.
  • 促进发现微环境驱动的生物过程.