Microtubule Tip Tracking Sequences
Microtubules are biopolymers of the cytoplasm. A mammalian cell has
hundreds of microtubules that form an assembly. The dynamics of their
assembly are significant for several real time cell operations such as
motion and division.
The most dynamic part of the microtubule assembly are the
outer ends of the microtubules. They move laterally as well as
(de)-polymerize towards and away from the cell membrane. Their contact
with the cell membrane modulates cell adhesions with the extracellular
matrix that provide mechanical support for cell migration and cell
division.
Abnormal structure and function of the microtubules is also
related to cell pathology. Microtubule abnormalities have been found
to correlate with Alzheimer's symptoms. Moreover, many anticancer
drugs, such as Taxol, act by inhibiting the polymerization of the
microtubules.
In our work we automatically process video microscopy
data. We segment microtubules in individual video frames. We also
track the motion of the microtubule outer ends throughout microscopy
sequences. The substrate are cells in vivo labeled with fluorescent
tubulin. The imaging techniques used are conventional widefield
microscopy, confocal microscopy, as well as total internal reflection
fluorescent microscopy. The goal is to quantify microtubule structure
as well as dynamics and relate them to cell operations such as motion.
Publications
Automatic Quantification of Microtubule Dynamics
(pdf)
Stathis Hadjidemetriou, James S. Duncan, Derek Toomre, and David Tuck
IEEE International Symposium on Biomedical Imaging:
From Nano to Macro,
(ISBI) 2004, April, Virginia.
Segmentation and 3D Reconstruction of Microtubules in Total Internal Reflection
Fluorescence Microscopy (TIRFM)
(pdf)
Stathis Hadjidemetriou, Derek Toomre, and James S. Duncan,
8th International Conference on Medical Image Computing and Computer Assisted Intervention,
(MICCAI) 2005, October, Palm Springs, California. (To appear)
Motion Tracking of the Outer Tips of Microtubules
(pdf)
Stathis Hadjidemetriou, Derek Toomre, and James S. Duncan
In preparation for Medical Image Analysis
Microtubule Segmentation and 3D Reconstruction in Total Internal Reflection
Fluorescence Microscopy (TIRFM)
(pdf)
Stathis Hadjidemetriou, Derek Toomre, and James S. Duncan
In preparation
Video sequences showing the tracking of microtubule outer tips
Examples of phantom video sequences
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Phantom sequence to demonstrate the robustness to noise:
- Original: (avi)
- Tip tracking: (avi)
- Tip tracking in red together with groung truth in green: (avi)
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Phantom sequence to demonstrate the robustness to proximity:
- Original: (avi)
- Tip tracking: (avi)
- Tip tracking in red together with groung truth in green: (avi)
Examples of real video sequences
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First example:
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Second example:
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Third example:
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Fourth example: