TY - JOUR
T1 - In situ label-free static cytometry by monitoring spatiotemporal fluctuations of image gray values
AU - Wohl, Ishay
AU - Zurgil, Naomi
AU - Hakuk, Yaron
AU - Sobolev, Maria
AU - Galmidi, Moti
AU - Deutsch, Mordechai
N1 - Publisher Copyright:
© 2015 Society of Photo-Optical Instrumentation Engineers (SPIE).
PY - 2015/10/1
Y1 - 2015/10/1
N2 - Spatiotemporal fluctuation of homogeneity and randomness of gray values within an image was explored and utilized as a label-free means for cell examination. This was done by utilizing a user-friendly combination of simple bright field microscope and Cytocapture dish, wherein cells are individually held, each within a picoliter optical chamber, forming an array of cells to be repeatedly measured over time and biomanipulated in situ at single-cell resolution. First, the measured gray level information entropy (GLIE) was used and, based on the fact that living cells are not in a state of thermodynamic equilibrium but rather in a metastable state, two fluctuation-sensitive measures were proposed and examined: ASDE - the spatial average of temporal standard deviation (SD) of GLIE, and AA - the average time autocorrelation of GLIE. System performance was validated on cell-free solutions. This was followed by examining the performance of the measures AGLIE, ASDE, and AA to distinguish among individual live-still, dead and live cells from various cell lines, as well as between cells which were and were not induced to differentiate. Results, which were obtained on four types of cells, indicate advantages of the proposed measures which are believed to be significant additions to the microscope-based probe-free toolbox.
AB - Spatiotemporal fluctuation of homogeneity and randomness of gray values within an image was explored and utilized as a label-free means for cell examination. This was done by utilizing a user-friendly combination of simple bright field microscope and Cytocapture dish, wherein cells are individually held, each within a picoliter optical chamber, forming an array of cells to be repeatedly measured over time and biomanipulated in situ at single-cell resolution. First, the measured gray level information entropy (GLIE) was used and, based on the fact that living cells are not in a state of thermodynamic equilibrium but rather in a metastable state, two fluctuation-sensitive measures were proposed and examined: ASDE - the spatial average of temporal standard deviation (SD) of GLIE, and AA - the average time autocorrelation of GLIE. System performance was validated on cell-free solutions. This was followed by examining the performance of the measures AGLIE, ASDE, and AA to distinguish among individual live-still, dead and live cells from various cell lines, as well as between cells which were and were not induced to differentiate. Results, which were obtained on four types of cells, indicate advantages of the proposed measures which are believed to be significant additions to the microscope-based probe-free toolbox.
KW - Fourier transforms
KW - biological optics
KW - digital imaging
KW - image analysis
KW - microscopy
KW - scattering
UR - http://www.scopus.com/inward/record.url?scp=84947272884&partnerID=8YFLogxK
U2 - 10.1117/1.jbo.20.10.105013
DO - 10.1117/1.jbo.20.10.105013
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SN - 1083-3668
VL - 20
JO - Journal of Biomedical Optics
JF - Journal of Biomedical Optics
IS - 10
M1 - 105013
ER -