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Published on: April 29, 2016
MigraR: An open-source, R-based application for analysis and quantification of cell migration parameters.
Nirbhaya Shaji1, Florbela Nunes2, M Ines Rocha3
1FCUP - Faculdade de Ciências da Universidade do Porto, Rua do Campo Alegre s/n, Porto 4169-007, Portugal; INESC-TEC - Instituto de Engenharia de Sistemas e Computadores, Tecnologia e Ciência, Campus da Faculdade de Engenharia da Universidade do Porto, Rua Dr. Roberto Frias, Porto 4200-465, Portugal.
MigraR is a new R-based tool that simplifies cell migration analysis for biologists. It transforms cell tracking data into meaningful metrics and visualizations, accelerating research in cell biology and disease.
Area of Science:
- Cell biology
- Biophysics
- Computational biology
Background:
- Cell migration is crucial for biological processes and diseases.
- Analyzing cell migration involves complex data from time-lapse microscopy.
- Existing software often presents challenges in data visualization and metric calculation.
Purpose of the Study:
- Introduce MigraR, a user-friendly R package with a graphical interface.
- Simplify the analysis and visualization of cell migration data.
- Provide tools for calculating migration parameters like velocity and straightness.
Main Methods:
- Developed MigraR using R and Shiny for an intuitive graphical user interface.
- MigraR processes cell trajectory coordinate data.
- Enables data refinement through user-defined time, velocity, and straightness limits.
Main Results:
- MigraR effectively translates cell coordinate data into migration metrics and plots.
- The tool was validated on diverse datasets.
- Designed for cell biologists lacking extensive data analysis expertise.
Conclusions:
- MigraR is a valuable tool for analyzing cell migration parameters and trajectories.
- Its open-source nature allows for community-driven enhancements.
- Easily accessible on GitHub for reproduction and further development.
Related Concept Videos
Cell Migration
Chemotaxis and Direction of Cell Migration

