In an earlier communication (Munn et al., J Immunol. Methods 166:11-25
, 1993), we presented the initial development of a quantitative assay
for monitoring the rates of cellular aggregation based on digital imag
e processing and video microscopy. This study describes some important
enhancements and modifications to the procedure. A new index is intro
duced to characterize the three-dimensional morphology of the aggregat
es. This index is based on temporal changes in the projected area of t
he cells and cell aggregates during the course of the experiment. By d
rawing an analogy with the kinetic theory of gases, we have also intro
duced a procedure to normalize for variations in cell seeding density
among different experiments. In addition, the image analysis technique
has been improved by introducing a background subtraction algorithm t
o remove illumination defects and an adaptive segmentation procedure.
These improvements allowed us to completely automate the image analysi
s procedure, thus minimizing user intervention and improving the repro
ducibility of the measurements. The enhanced visual assay is evaluated
using some recent results from our studies on homotypic lymphocyte ag
gregation.