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相关概念视频

Diversity in Cell Signaling Responses01:22

Diversity in Cell Signaling Responses

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The physiological function of a cell and cellular communication are outcomes of a range of extrinsic signals, intracellular signaling pathways, and cellular responses. No two cell types express the same repertoire of signaling components. Receptors are highly selective for their cognate ligands, but once activated, they can alter multiple cellular processes such as DNA transcription, protein synthesis, and metabolic activity. 
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Some signaling systems generate...
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Overview of Cell Signaling01:23

Overview of Cell Signaling

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Despite the protective membrane that separates a cell from the environment, cells need the ability to detect and respond to environmental changes. Additionally, cells often need to communicate with one another. Unicellular and multicellular organisms use a variety of cell signaling mechanisms to communicate with the environment.
Cells respond to many types of information, often through receptor proteins positioned on the membrane. For example, skin cells respond to and transmit touch...
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Interactions Between Signaling Pathways01:19

Interactions Between Signaling Pathways

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Signaling cascades usually lack linearity. Multiple pathways interact and regulate one another, allowing cells to integrate and respond to diverse environmental stimuli.
Convergence and divergence, and cross-talk between signaling pathways
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Despite the protective membrane that separates a cell from the environment, cells need the ability to detect and respond to environmental changes. Additionally, cells often need to communicate with one another. Unicellular and multicellular organisms use a variety of cell signaling mechanisms to communicate to respond to the environment.
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Membrane lipids such as phosphatidylinositol (PI) are precursors for several membrane-bound and soluble second messengers. Specific kinases phosphorylate PI and produce phosphorylated inositol phospholipids. One such inositol phospholipids are the  phosphatidylinositol-4,5 bisphosphate [PI(4,5)P2], present in the inner half of the lipid bilayer. Upon ligand binding, GPCR stimulates Gq proteins to turn on phospholipase Cꞵ. Activated phospholipase Cꞵ cleaves PI(4,5)P2 and...
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The mammalian target of rapamycin  (mTOR) is a serine/threonine kinase that regulates growth, proliferation, and cell survival in response to hormones, growth factors, or nutrient availability. This kinase exists in two structurally and functionally distinct forms: mTOR complex 1  (mTORC1) and mTOR complex 2  (mTORC2). The first form (mTORC1) is composed of a rapamycin-sensitive Raptor and proline-rich Akt substrate, PRAS40. In contrast,  mTORC2 consists of a...
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Updated: May 27, 2025

JUMPn: A Streamlined Application for Protein Co-Expression Clustering and Network Analysis in Proteomics
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从多模式数据中发现细胞信号通路的发现.

Changhan He1, Claire Simpson2, Ian Cossentino2

  • 1Department of Mathematics, University of California, Irvine, California, 92697, USA.

bioRxiv : the preprint server for biology
|February 20, 2025
PubMed
概括
此摘要是机器生成的。

Incytr集成了多omics数据来发现细胞信号通路,帮助疾病研究和药物发现. 这种计算工具增强了对细胞通信和疾病机制的理解.

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科学领域:

  • 计算生物学是一种计算生物学.
  • 系统生物学 系统生物学
  • 基因组学和蛋白质组学

背景情况:

  • 了解细胞信号通路对于生物学和医学至关重要.
  • 多omics技术提供丰富的数据,但对解释来说很复杂.
  • 现有的计算工具用于从多omics数据推断信号通路是有限的.

研究的目的:

  • 开发一种计算方法,从多omics数据中有效地发现细胞信号通路.
  • 为了应对解释复杂,高维的奥米克数据的挑战.
  • 通过识别新的信号通路,促进目标和药物发现.

主要方法:

  • 开发了Incytr,一种新的计算方法.
  • 整合了各种数据模式:转录组学,蛋白质组学,蛋白质组学和动态组学.
  • 应用Incytr研究COVID-19,阿尔茨海默氏症和癌症中的细胞信号.

主要成果:

  • Incytr成功地重新发现了已知的与疾病相关的子路径.
  • 通过多模式数据支持的细胞类型特定信号通路生成了新的假设.
  • 通过与数据库集成,在促进目标和药物发现方面证明有用.

结论:

  • Incytr是一个有效的工具,用于从集成的多omics数据中发现细胞信号通路.
  • 该方法有助于了解疾病机制并确定治疗点.
  • 人工智能驱动的途径分析可以加深对细胞细胞通信和共同进化的洞察力.