High-content image analysis was used to measure the effects of pharmacological agents on ZMEL cell proliferation and differentiation.
Using a GE INCell 6000, 2 fields were captured per well using a Nikon
10 × Plan Apo objective, 0.45NA. Images of the Hoechst signal was captured via the 4,6-diamidino-2-phenylindole channel with 0.1 and 0.3 seconds exposure in order to identify the nucleus and cell body respectively. The FITC channel was used for GFP with a 1 second exposure, and the dsRed channel used for tdTomato, with a 2 second exposure. Using GE
Workstation software, nuclei were identified using a top-hat segmentation of the first (shortest exposure time) Hoechst image and cell bodies using a global threshold of the second (longer exposure time) Hoechst image, with identified nuclei as seed objects. GFP-positive cells were classified as having an average intensity within the nuclear mask of >500 in the GFP channel and tdTomato-positive cells with an average intensity >360 in the dsRed channel. Measurements were captured for all cells as well as GFP and tdTomato cells separately. Cell elongation is defined as the ratio of the minor to major axis of the cell. Major axis is the longest straight-line interval that can be drawn in the cell mask, while the minor axis is the longest straight line perpendicular to the major axis.
Kim I.S., Heilmann S., Kansler E.R., Zhang Y., Zimmer M., Ratnakumar K., Bowman R.L., Simon-Vermot T., Fennell M., Garippa R., Lu L., Lee W., Hollmann T., Xavier J.B, & White R.M. (2017). Microenvironment-derived factors driving metastatic plasticity in melanoma. Nature Communications, 8, 14343.