Literature DB >> 34978296

Protocol for Analysis and Consolidation of TrackMate Outputs for Measuring Two-Dimensional Cell Motility using Nuclear Tracking.

Graycen E Wheeler1, Amrita Purkayastha2, Eric N Bunker2, David M Bortz3, Xuedong Liu2.   

Abstract

Collective cellular migration plays a key role in many fundamental biological processes including development, wound healing, and cancer metastasis. To understand the regulation of cell motility, we must be able to measure it easily and consistently under different conditions. Here we describe a method for measuring and quantifying single-cell and bulk motility of HaCaT keratinocytes using a nuclear stain. This method includes a MATLAB script for analyzing TrackMate output files to calculate displacements, motility rates, and trajectory angles in single cells and in bulk for an imaging site. This motility analysis script allows for quick, straightforward, and scalable analysis of cell motility rates from TrackMate data and could be broadly used to identify and study the regulation of motility in epithelial cells. We also provide a MATLAB script for reorganizing microscopy videos collected on a microscope and converting them to TIF stacks, which can be analyzed using the ImageJ TrackMate plugin in bulk. Using this methodology to explore the roles of adherens junctions and actin cytoskeletal dynamics in regulating cell motility in HaCaT keratinocytes, we demonstrate evidence that Arp2/3 activity is required for the elevated motility seen after α-catenin depletion in HaCaT keratinocytes.

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Mesh:

Year:  2021        PMID: 34978296      PMCID: PMC8816653          DOI: 10.3791/62885

Source DB:  PubMed          Journal:  J Vis Exp        ISSN: 1940-087X            Impact factor:   1.355


  15 in total

Review 1.  Signaling networks that regulate cell migration.

Authors:  Peter Devreotes; Alan Rick Horwitz
Journal:  Cold Spring Harb Perspect Biol       Date:  2015-08-03       Impact factor: 10.005

2.  Deconstructing the cadherin-catenin-actin complex.

Authors:  Soichiro Yamada; Sabine Pokutta; Frauke Drees; William I Weis; W James Nelson
Journal:  Cell       Date:  2005-12-02       Impact factor: 41.582

3.  Alpha-catenin is a molecular switch that binds E-cadherin-beta-catenin and regulates actin-filament assembly.

Authors:  Frauke Drees; Sabine Pokutta; Soichiro Yamada; W James Nelson; William I Weis
Journal:  Cell       Date:  2005-12-02       Impact factor: 41.582

Review 4.  Tight junctions/adherens junctions: basic structure and function.

Authors:  Carien M Niessen
Journal:  J Invest Dermatol       Date:  2007-11       Impact factor: 8.551

5.  TrackMate: An open and extensible platform for single-particle tracking.

Authors:  Jean-Yves Tinevez; Nick Perry; Johannes Schindelin; Genevieve M Hoopes; Gregory D Reynolds; Emmanuel Laplantine; Sebastian Y Bednarek; Spencer L Shorte; Kevin W Eliceiri
Journal:  Methods       Date:  2016-10-03       Impact factor: 3.608

6.  Statistical analysis of cell migration in 3D using the anisotropic persistent random walk model.

Authors:  Pei-Hsun Wu; Anjil Giri; Denis Wirtz
Journal:  Nat Protoc       Date:  2015-02-26       Impact factor: 13.491

7.  Rac and Rho GTPases in cancer cell motility control.

Authors:  Matteo Parri; Paola Chiarugi
Journal:  Cell Commun Signal       Date:  2010-09-07       Impact factor: 5.712

8.  The development of a novel high throughput computational tool for studying individual and collective cellular migration.

Authors:  Douglas A Chapnick; Jeremy Jacobsen; Xuedong Liu
Journal:  PLoS One       Date:  2013-12-27       Impact factor: 3.240

9.  A simple 3D cellular chemotaxis assay and analysis workflow suitable for a wide range of migrating cells.

Authors:  Sai P Visweshwaran; Tanja Maritzen
Journal:  MethodsX       Date:  2019-11-16

10.  Collective cell migration: Implications for wound healing and cancer invasion.

Authors:  Li Li; Yong He; Min Zhao; Jianxin Jiang
Journal:  Burns Trauma       Date:  2013-06-18
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