Symbols indicating the kind of ground truth available:

  • C Counts
  • FB Foreground and background
  • H Outlines of individual objects
  • B Biological label (positive and negative images, or a dose response curve)

SBS Bioimage CNT

positivenegative

Biological application

This 96-well plate has images of cytoplasm to nucleus translocation of the Forkhead (FKHR-EGFP) fusion protein in stably transfected human osteosarcoma cells, U2OS. In proliferating cells, FKHR is localized in the cytoplasm. Even without stimulation, Forkhead is constantly moving into the nucleus, but is transported out again by export proteins. Upon inhibition of nuclear export, FKHR accumulates in the nucleus. In this assay, export is inhibited by blocking PI3 kinase / PKB signaling by incubating cells for 1 h with Wortmannin or with the compound LY294002. Both drugs are considered positive controls in the assay. Nuclei are stained with DRAQ, a DNA stain.

Images

The images were acquired at BioImage on the IN Cell Analyzer 3000 using the Trafficking Data Analysis Module, with one image per channel (Channel 1 = FKHR-GFP; Channel 2 = DNA). Image size is 640 x 640 pixels. Images are available in native FRM format or 8-bit BMP.

Download FRM images | Download BMP images

Ground truth B

The images provided are 4 replicas of the 9-point dose curve for each of the two positive control drugs (Wortmannin and LY294002). File name structure is <channel>-<well-number>-<row>-<column>.BMP or <prefix>_<row><column>_<suffix>.frm

The platemap is a standard 96-well plate, containing 9 points of 2-fold dilutions (columns 3-11) of either Wortmannin or LY294002. Negative and positive controls have no drug and 150 nM Wortmannin added, respectively. "Empty" wells have no drug added.

The following files encodes this plate map in the format expected by CellProfiler's LoadText module:

The Z'-factor can be calculated either combining both drugs as positive controls, or for each of the two drugs separately. The V-factor should definitely be calculated separately, because the two drugs have different dose response curves.

Published results using this image set

Z'-factor (Wortmannin; higher is better):

0.94 Logan and Carpenter, Journal of Biomolecular Screening 2010 Figure 2B

Z'-factor (LY294002; higher is better):

0.90 Logan and Carpenter, Journal of Biomolecular Screening 2010 Figure 2B

Z'-factor (Wortmannin + LY294002; higher is better):

0.91 Carpenter et al., Genome Biology, 2006 Figure 4C, pages 8-9

V-factor (Wortmannin; higher is better):

0.86 Logan and Carpenter, Journal of Biomolecular Screening 2010 Figure 2B
0.86 Carpenter et al., Genome Biology, 2006 Figure 4C, pages 8-9

V-factor (LY294002; higher is better):

0.88 (A549) Logan and Carpenter, Journal of Biomolecular Screening 2010 Figure 2B
0.84 Carpenter et al., Genome Biology, 2006 Figure 4C, pages 8-9

Files to reproduce results in Logan and Carpenter, Journal of Biomolecular Screening 2010:

Bioimage_files.zip (Includes CellProfiler pipelines and metadata.)

For more information

These images were originally gathered for Ilya Ravkin's Invitation to Participate in the Comparison of Image Analysis Algorithms for Intracellular Screening.

Recommended citation

"We used the SBS BioImage CNT image set provided by Ilya Ravkin and available from the Broad Bioimage Benchmark Collection (www.broad.mit.edu/bbbc)."

Copyright

Creative Commons License
The SBS Bioimage CNT images are licensed under a Creative Commons Attribution 3.0 Unported License by Ilya Ravkin.