MTrack: Automated Detection, Tracking, and Analysis of Dynamic Microtubules

Scientific Reports
Varun KapoorSimone Reber

Abstract

Microtubules are polar, dynamic filaments fundamental to many cellular processes. In vitro reconstitution approaches with purified tubulin are essential to elucidate different aspects of microtubule behavior. To date, deriving data from fluorescence microscopy images by manually creating and analyzing kymographs is still commonplace. Here, we present MTrack, implemented as a plug-in for the open-source platform Fiji, which automatically identifies and tracks dynamic microtubules with sub-pixel resolution using advanced objection recognition. MTrack provides automatic data interpretation yielding relevant parameters of microtubule dynamic instability together with population statistics. The application of our software produces unbiased and comparable quantitative datasets in a fully automated fashion. This helps the experimentalist to achieve higher reproducibility at higher throughput on a user-friendly platform. We use simulated data and real data to benchmark our algorithm and show that it reliably detects, tracks, and analyzes dynamic microtubules and achieves sub-pixel precision even at low signal-to-noise ratios.

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Citations

Jun 26, 2020·Frontiers in Plant Science·Tereza VavrdováGeorge Komis
Jul 30, 2020·Scientific Reports·Martin Fränzl, Frank Cichos

Related Concepts

Microscopy, Fluorescence
Microtubules
Ozone
Computer Software
Tubulin
Approach
Tracking
Analysis
Population Group
Cellular Process

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