Title :
TOWARD AUTOMATED ANALYSES OF MIGRATION AND DIFFERENTIATION IN CULTURED HUMAN EMBRYONIC STEM CELLS
Author :
Prigozhina, Natalie L. ; Russo, Joseph A. ; Pekurovsky, Alexander ; Kita-Matsuo, Hiroko ; Clancy, James W. ; Mercola, Mark ; Price, Jeffrey H.
Author_Institution :
Burnham Inst. for Med. Res., California Univ., San Diego, La Jolla, CA
Abstract :
During normal embryonic development, the cells follow a remarkably coordinated migration and differentiation program, many details of which remain a mystery. In situ automated analyses of the behaviors of human embryonic stem cells (hESCs) in culture would lead to better understanding of analogous interplay between cellular migration and differentiation in developmental models. We are developing automated tools to track hESC migration and cell lineages during differentiation into various cell types and structures. In these culture models, we report on differentiation of hESCs into cells of mesodermal lineage, endothelial blood vessel-like structures and neurons. Here we use semi-automated techniques to investigate formation of these biological units, and show "migration maps" created from time-lapse movies of H2B-GFP-expressing differentiating hESCs. We discuss the goals of fully automated image analysis for tracking cell migration and lineages.
Keywords :
biomedical optical imaging; cellular transport; medical image processing; physiological models; H2B-GFP-expressing differentiating hESC; automated image analysis; cultured human embryonic stem cells; differentiation; endothelial blood vessel-like structures; mesodermal lineage; migration; neurons; Biological system modeling; Biomedical imaging; Blood vessels; Cells (biology); Embryo; Humans; Image analysis; Motion pictures; Neurons; Stem cells;
Conference_Titel :
Biomedical Imaging: From Nano to Macro, 2007. ISBI 2007. 4th IEEE International Symposium on
Conference_Location :
Arlington, VA
Print_ISBN :
1-4244-0672-2
Electronic_ISBN :
1-4244-0672-2
DOI :
10.1109/ISBI.2007.357049