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相关概念视频

Protein Diffusion in the Membrane01:24

Protein Diffusion in the Membrane

5.4K
Proteins show rotational as well as lateral diffusion across the membrane. The lateral diffusion of proteins was confirmed through the cell fusion experiment where mouse and human cells were fused, resulting in hybrid cells. When the human and mouse cells fused, the specific membrane proteins on human and mouse cells were marked with the red and green-fluorescent markers, respectively. Initially, the red and green fluorescence was located on the respective hemisphere of the cell. As time...
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Cells Coordinate Growth and Proliferation02:36

Cells Coordinate Growth and Proliferation

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Cell size is a significant factor impacting cellular design, function, and fitness. There exists some internal coordination by which cells double their masses before division, thus, achieving homeostasis. Coordination between cell growth and proliferation depends on the checkpoints in between cell cycle phases. Loss of coordination or failure in the checkpoint mechanism can drive the cell to uncontrolled growth and loss of cellular function. Like dividing cells that coordinate cellular growth,...
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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. 
Graded and Abrupt Responses
Some signaling systems generate...
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Physiological Pharmacokinetic Models: Blood Flow-Limited Versus Diffusion-Limited Models00:57

Physiological Pharmacokinetic Models: Blood Flow-Limited Versus Diffusion-Limited Models

326
Physiological pharmacokinetic models, often called flow-limited or perfusion models, typically assume a swift drug distribution between tissue and venous blood, creating a rapid drug equilibrium. This premise is based on the idea that drug diffusion is extremely fast, and the cell membrane presents no barrier to drug permeation. In this scenario, where no drug binding occurs, the drug concentration in the tissue equals that of the venous blood leaving the tissue. This greatly simplifies the...
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相关实验视频

Updated: Jan 12, 2026

A Method for Determination and Simulation of Permeability and Diffusion in a 3D Tissue Model in a Membrane Insert System for Multi-well Plates
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A Method for Determination and Simulation of Permeability and Diffusion in a 3D Tissue Model in a Membrane Insert System for Multi-well Plates

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Squidiff:使用扩散模型预测细胞发育和对干扰的反应.

Siyu He1,2,3, Yuefei Zhu1, Daniel Naveed Tavakol1

  • 1Department of Biomedical Engineering, Columbia University, New York, NY, USA.

Nature methods
|November 3, 2025
PubMed
概括
此摘要是机器生成的。

新的扩散模型Squidiff预测了细胞在分化,基因扰动和药物反应期间的细胞转录组变化. 这个工具有助于理解细胞命运和疾病机制.

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Optimized Staining and Proliferation Modeling Methods for Cell Division Monitoring using Cell Tracking Dyes
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Finite Element Modelling of a Cellular Electric Microenvironment
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相关实验视频

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A Method for Determination and Simulation of Permeability and Diffusion in a 3D Tissue Model in a Membrane Insert System for Multi-well Plates
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Optimized Staining and Proliferation Modeling Methods for Cell Division Monitoring using Cell Tracking Dyes
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科学领域:

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

背景情况:

  • 单细胞测序揭示了细胞异质性和对刺激的反应.
  • 跨细胞类型的转录组变化和疾病机制的映射是具有挑战性的.

研究的目的:

  • 介绍Squidiff,一个基于扩散模型的生成框架.
  • 在各种环境条件下预测不同细胞类型的转录组变化.
  • 促进在体查和假设生成用于细胞命运决定.

主要方法:

  • 使用基于扩散模型的生成框架 (Squidiff).
  • 集成的连续解读和语义特征学习.
  • 将模型应用于细胞分化,基因扰动和药物反应预测.

主要成果:

  • 在多个生物场景中证明了Squidiff的稳健性.
  • 成功模拟了血管有机体发育和细胞对刺激的反应.
  • 通过时间和条件,实现了高分辨率的转录组景观的预测.

结论:

  • 鱼使得分子景观和细胞状态过渡的片选.
  • 促进生物研究的快速假设生成.
  • 提供了关于细胞命运决定的监管原则的见解.