Mytoe: automatic analysis of mitochondrial dynamics

Bioinformatics. 2012 Apr 1;28(7):1050-1. doi: 10.1093/bioinformatics/bts073. Epub 2012 Feb 9.

Abstract

Summary: We present Mytoe, a tool for analyzing mitochondrial morphology and dynamics from fluorescence microscope images. The tool provides automated quantitative analysis of mitochondrial motion by optical flow estimation and of morphology by segmentation of individual branches of the network-like structure of the organelles. Mytoe quantifies several features of individual branches, such as length, tortuosity and speed, and of the macroscopic structure, such as mitochondrial area and degree of clustering. We validate the methods and apply them to the analysis of sequences of images of U2OS human cells with fluorescently labeled mitochondria.

Availability: Source code, Windows software and Manual available at http://www.cs.tut.fi/%7Esanchesr/mito

Supplementary information: Supplementary data are available at Bioinformatics online.

Contact: eero.lihavainen@tut.fi; andre.ribeiro@tut.fi.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Cell Line, Tumor
  • Cluster Analysis
  • Computational Biology / methods
  • Computer Graphics
  • Humans
  • Image Processing, Computer-Assisted / methods*
  • Microscopy, Fluorescence / methods
  • Mitochondria / physiology*
  • Software*
  • User-Computer Interface