Title :
Quantitative analysis of lymphocyte membrane protein redistribution from fluorescence microscopy
Author :
Kasson, Peter M. ; Huppa, Johannes B. ; Davis, Mark M. ; Brunger, Axel T.
Author_Institution :
Biophys. Program, Stanford Univ., CA, USA
Abstract :
The relocalization of plasma membrane proteins is critical for establishing cellular polarity and regulating cell signaling. Three-dimensional fluorescence video microscopy allows the dynamic visualization of proteins in living cells. We have developed a robust and automated method to employ fluorescence data acquired in this manner for quantitative analysis of membrane protein movements across the cell surface. Our method utilizes level-set-based surface reconstruction followed by a maximum likelihood surface registration algorithm for rigid-body alignment of noisy images. A surface-walking technique yields distance maps for the cell surface, which are then used to measure changes in protein surface distribution over time. Applying this method to signaling in T lymphocytes, we have used it to monitor receptor movements and have validated these results against previously reported single-particle tracking data.
Keywords :
biology computing; biomembranes; blood; cellular biophysics; fluorescence; image reconstruction; image registration; maximum likelihood estimation; microscopy; proteins; video signal processing; T lymphocytes; cellular polarity; dynamic visualization; level-set-based surface reconstruction; living cell; lymphocyte membrane protein redistribution; maximum likelihood surface registration algorithm; noisy image; plasma membrane protein; quantitative analysis; receptor movement monitoring; rigid-body alignment; single-particle tracking data; surface-walking technique; three-dimensional fluorescence video microscopy; Biomembranes; Data visualization; Fluorescence; Image reconstruction; Microscopy; Noise level; Plasmas; Protein engineering; Robustness; Surface reconstruction;
Conference_Titel :
Image Processing, 2004. ICIP '04. 2004 International Conference on
Print_ISBN :
0-7803-8554-3
DOI :
10.1109/ICIP.2004.1421727