関連する実験動画

Updated: Sep 10, 2025

Measurement of Cellular Chemotaxis with ECIS/Taxis
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Measurement of Cellular Chemotaxis with ECIS/Taxis

Published on: April 1, 2012

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細胞移動におけるタクシーを予測するためのエージェントベースのモデルと深層強化学習の活用

Daniel Camacho-Gomez1, Raffaele Sentiero2, Maurizio Ventre2,3,4

  • 1Department of Mechanical Engineering, Multiscale in Mechanical and Biological Engineering (M2BE), Aragon Institute of Engineering Research (I3A), University of Zaragoza, Zaragoza, Spain. dcamacho@unizar.es.

NPJ systems biology and applications
|August 25, 2025
PubMed
まとめ

この研究は,エージェントベースのモデリング (ABM) と強化学習 (RL) を組み合わせた新しい計算フレームワークを導入し,細胞の行動を事前に定義せずに環境信号に反応する細胞の行動を予測します.

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Actin Polymerization and Cell Motility

Actin is a family of globular proteins that are highly abundant in eukaryotic cells. It makes up approximately 1-5% of total cell protein concentration. Actin monomers polymerize to form a complex network of polarized filaments, the actin cytoskeleton, that plays a crucial role in many cellular processes, including cell motility, division, endocytosis, and metastasis of cancer cells.
Actin cytoskeleton dynamics can produce pushing, pulling, and resistance forces that help the cell to migrate....
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