Title :
Online 3-D Tracking of Suspension Living Cells Imaged with Phase-Contrast Microscopy
Author :
Huang, Chao-Hui ; Sankaran, Shvetha ; Racoceanu, Daniel ; Hariharan, Srivats ; Ahmed, Sohail
Author_Institution :
Bioinf. Inst. (BII), Agency for Sci., Technol. & Res. (A*STAR), Singapore, Singapore
fDate :
7/1/2012 12:00:00 AM
Abstract :
Neural stem cells/neural progenitors (NSCs/NPs) are cells that give rise to the main cell types of the nervous system: oligodendrocytes, neurons, and astrocytes. Studying NSCs/NPs with time-lapse microscopy is critical to the understanding of the biology of these cells. However, NSCs/NPs are very sensitive to phototoxic damage, and therefore, fluorescent dyes cannot be used to follow these cells. Also, since in most of NSC/NP-related experiments, a large number of cells neesd to be monitored. Consequently, the acquisition of a huge amount of images is required. An additional difficulty is related to our original suspension living, tracking objective, behavior much closer to the natural, in vivo, way of development of the cells. Indeed, unlike adherent cells, suspension cells float freely in a liquid solution, thus, making their dynamics very different from that of adherent cells. As a result, existing visual tracking algorithms that have primarily been developed to track adherent cells are no longer adequate to tackle living cells in suspension. This paper presents a novel automated 3-D visual tracking of suspension living cells for time-lapse image acquisition using phase-contrast microscopy. This new tracking method can potentially strongly impact on current 3-D video microscopy methods, paving the way for innovative analysis of NSCs/NPs and as a result, on the study of neurodegenerative diseases.
Keywords :
biomedical optical imaging; cellular biophysics; diseases; fluorescence; medical image processing; neurophysiology; optical microscopy; optical tracking; suspensions; NSC/NP; astrocytes; automated 3-D visual tracking; cell biology; fluorescent dyes; liquid solution; nervous system; neural progenitors; neural stem cells; neurodegenerative diseases; neurons; oligodendrocytes; online 3-D tracking; phase-contrast microscopy; phototoxic damage; suspension living cells; time-lapse image acquisition; time-lapse microscopy; video microscopy methods; visual tracking algorithms; Feature extraction; Focusing; Microscopy; Suspensions; Training; Visualization; 3-D visual tracking; Autofocusing; MetaMorph; micromanager; neural progenitors; neural stem cells (NSCs); phase-contrast microscopy; suspension living cells; Algorithms; Animals; Cell Culture Techniques; Cell Tracking; Cells, Cultured; Image Processing, Computer-Assisted; Mice; Mice, Inbred C57BL; Microscopy, Phase-Contrast; Microscopy, Video; Neural Stem Cells; Suspensions;
Journal_Title :
Biomedical Engineering, IEEE Transactions on
DOI :
10.1109/TBME.2012.2194487