Visualization and analysis of microtubule dynamics using dual color-coded display of plus-end labels.

Investigating spatial and temporal control of microtubule dynamics in live cells is critical to understanding cell morphogenesis in development and disease. Tracking fluorescently labeled plus-end-tracking proteins over time has become a widely used method to study microtubule assembly. Here, we rep...

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Main Authors: Amy K Garrison, Mahalakshmi Shanmugam, Haiwen Connie Leung, Caihong Xia, Zheng Wang, Le Ma
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2012-01-01
Series:PLoS ONE
Online Access:http://europepmc.org/articles/PMC3511552?pdf=render
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spelling doaj-af3d27f7a4204c5988174e242cbcc8e52020-11-25T02:30:59ZengPublic Library of Science (PLoS)PLoS ONE1932-62032012-01-01711e5042110.1371/journal.pone.0050421Visualization and analysis of microtubule dynamics using dual color-coded display of plus-end labels.Amy K GarrisonMahalakshmi ShanmugamHaiwen Connie LeungCaihong XiaZheng WangLe MaInvestigating spatial and temporal control of microtubule dynamics in live cells is critical to understanding cell morphogenesis in development and disease. Tracking fluorescently labeled plus-end-tracking proteins over time has become a widely used method to study microtubule assembly. Here, we report a complementary approach that uses only two images of these labels to visualize and analyze microtubule dynamics at any given time. Using a simple color-coding scheme, labeled plus-ends from two sequential images are pseudocolored with different colors and then merged to display color-coded ends. Based on object recognition algorithms, these colored ends can be identified and segregated into dynamic groups corresponding to four events, including growth, rescue, catastrophe, and pause. Further analysis yields not only their spatial distribution throughout the cell but also provides measurements such as growth rate and direction for each labeled end. We have validated the method by comparing our results with ground-truth data derived from manual analysis as well as with data obtained using the tracking method. In addition, we have confirmed color-coded representation of different dynamic events by analyzing their history and fate. Finally, we have demonstrated the use of the method to investigate microtubule assembly in cells and provided guidance in selecting optimal image acquisition conditions. Thus, this simple computer vision method offers a unique and quantitative approach to study spatial regulation of microtubule dynamics in cells.http://europepmc.org/articles/PMC3511552?pdf=render
collection DOAJ
language English
format Article
sources DOAJ
author Amy K Garrison
Mahalakshmi Shanmugam
Haiwen Connie Leung
Caihong Xia
Zheng Wang
Le Ma
spellingShingle Amy K Garrison
Mahalakshmi Shanmugam
Haiwen Connie Leung
Caihong Xia
Zheng Wang
Le Ma
Visualization and analysis of microtubule dynamics using dual color-coded display of plus-end labels.
PLoS ONE
author_facet Amy K Garrison
Mahalakshmi Shanmugam
Haiwen Connie Leung
Caihong Xia
Zheng Wang
Le Ma
author_sort Amy K Garrison
title Visualization and analysis of microtubule dynamics using dual color-coded display of plus-end labels.
title_short Visualization and analysis of microtubule dynamics using dual color-coded display of plus-end labels.
title_full Visualization and analysis of microtubule dynamics using dual color-coded display of plus-end labels.
title_fullStr Visualization and analysis of microtubule dynamics using dual color-coded display of plus-end labels.
title_full_unstemmed Visualization and analysis of microtubule dynamics using dual color-coded display of plus-end labels.
title_sort visualization and analysis of microtubule dynamics using dual color-coded display of plus-end labels.
publisher Public Library of Science (PLoS)
series PLoS ONE
issn 1932-6203
publishDate 2012-01-01
description Investigating spatial and temporal control of microtubule dynamics in live cells is critical to understanding cell morphogenesis in development and disease. Tracking fluorescently labeled plus-end-tracking proteins over time has become a widely used method to study microtubule assembly. Here, we report a complementary approach that uses only two images of these labels to visualize and analyze microtubule dynamics at any given time. Using a simple color-coding scheme, labeled plus-ends from two sequential images are pseudocolored with different colors and then merged to display color-coded ends. Based on object recognition algorithms, these colored ends can be identified and segregated into dynamic groups corresponding to four events, including growth, rescue, catastrophe, and pause. Further analysis yields not only their spatial distribution throughout the cell but also provides measurements such as growth rate and direction for each labeled end. We have validated the method by comparing our results with ground-truth data derived from manual analysis as well as with data obtained using the tracking method. In addition, we have confirmed color-coded representation of different dynamic events by analyzing their history and fate. Finally, we have demonstrated the use of the method to investigate microtubule assembly in cells and provided guidance in selecting optimal image acquisition conditions. Thus, this simple computer vision method offers a unique and quantitative approach to study spatial regulation of microtubule dynamics in cells.
url http://europepmc.org/articles/PMC3511552?pdf=render
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AT mahalakshmishanmugam visualizationandanalysisofmicrotubuledynamicsusingdualcolorcodeddisplayofplusendlabels
AT haiwenconnieleung visualizationandanalysisofmicrotubuledynamicsusingdualcolorcodeddisplayofplusendlabels
AT caihongxia visualizationandanalysisofmicrotubuledynamicsusingdualcolorcodeddisplayofplusendlabels
AT zhengwang visualizationandanalysisofmicrotubuledynamicsusingdualcolorcodeddisplayofplusendlabels
AT lema visualizationandanalysisofmicrotubuledynamicsusingdualcolorcodeddisplayofplusendlabels
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