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Related Concept Videos

Cell Migration01:09

Cell Migration

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Cell migration, the process by which cells move from one location to another, is essential for the proper development and viability of organisms throughout their life. When cells are not able to migrate properly to their ordained locations, various disorders may occur. For example, disruption in cell migration causes chronic inflammatory diseases such as arthritis.
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Cell Migration01:19

Cell Migration

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Cell migration is a process by which the cells move from one location to another, playing an essential role in embryological development, repair and regeneration, immune response, and metastasis. Cells migrate in response to chemical or mechanical signals generated by specific organs or tissues. The overall mechanism includes three steps - polarization, protrusion, and release. Polarization involves the formation of a distinct cell front and rear, which determines the direction of movement.
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Cytoskeletal Coordination in Cell Migration01:32

Cytoskeletal Coordination in Cell Migration

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A migrating cell changes its shape during the cyclic events of attachment and detachment from the substratum and repositions the cell organelles correspondingly. These complex events are orchestrated by the dynamic cytoskeletal network comprising actin filaments, intermediate filaments, and microtubules. Cytoskeletal crosstalk — the direct and indirect communication between the different components — is crucial for this coordination. Direct communication involves various linker...
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Chemotaxis and Direction of Cell Migration01:21

Chemotaxis and Direction of Cell Migration

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Cells can detect chemical cues in their environment and reorganize the cytoskeleton to migrate toward them or away from them. This directional migration, called chemotaxis, is essential during embryogenesis and development, immune response, tissue repair and regeneration, and reproduction. These chemical cues can either attract or repel the cell's movement. For example, axon development is determined by a combination of chemoattractants and chemorepellents that direct the growing axon...
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Role of Myosin in Cell Migration01:18

Role of Myosin in Cell Migration

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Myosins are multimeric motor proteins involved in various cellular processes such as migration, adhesion, and proliferation. Myosin II is the most common type in animal cells, which binds and cross-links actin filaments.
Myosin II  is a hexamer comprising two heavy chains with globular heads and coiled-coil tails, two regulatory light chains, and two essential light chains. The ATPase sites on the myosin heads hydrolyze ATP, and the released phosphate generates the force for contraction....
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Cancer Cell Migration through Invadopodia01:35

Cancer Cell Migration through Invadopodia

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Invadosome is a broad category of cell surface structures with proteolytic activity that  degrades the extracellular matrix (ECM). Invadosomes are present in normal cell types, including macrophages, endothelial cells, and neurons, as well as tumor cells. Although the macrophage podosomes and tumor cell invadopodia are classified as invadosomes, they have different structures, molecular pathways, and functions. Podosomes are short structures that last for a few minutes. However,...
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Analysis of Cell Migration within a Three-dimensional Collagen Matrix
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Analysis of Cell Migration within a Three-dimensional Collagen Matrix

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Methods to analyze cell migration data: fundamentals and practical guidelines.

Pei-Hsun Wu1,2, Jude M Phillip3,4,5,6,7, Wenxuan Du8,9

  • 1Department of Chemical & Biomolecular Engineering, Johns Hopkins University, Baltimore, MD, USA. pwu@jhu.edu.

Nature Methods
|December 18, 2025
PubMed
Summary
This summary is machine-generated.

This review details how to analyze cell migration assay data to quantify cell movement parameters. It covers methods for assessing cell speed, diffusivity, and heterogeneity using advanced imaging and AI.

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Area of Science:

  • Cell Biology
  • Biophysics
  • Computational Biology

Background:

  • Cell migration is crucial for understanding biological processes.
  • Various in vitro and in vivo assays exist to measure cell migration.
  • Selecting the appropriate assay is key for accurate biological insights.

Purpose of the Study:

  • To provide fundamental principles for computing quantitative cell migration parameters from raw assay data.
  • To guide the quantification of cell heterogeneity and biophysical properties.
  • To introduce advanced imaging and computational technologies for cell migration analysis.

Main Methods:

  • Analysis of raw data from cell migration assays.
  • Calculation of parameters like cell speed, diffusivity, persistence, and anisotropy.
  • Utilizing new imaging and artificial intelligence (AI)-based computational technologies.

Main Results:

  • Established methods for computing quantitative cell migration parameters.
  • Demonstrated quantification of cell heterogeneity.
  • Highlighted advancements in AI-driven cell tracking and migration analysis.

Conclusions:

  • Comprehensive guidance is offered for cell migration assays, from experimental design to data analysis.
  • New technologies enhance the speed, robustness, and accuracy of cell migration quantification.
  • These reviews provide practical insights for researchers studying cell migration.