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*CIL – Cell Image Library accession number. Please use this to reference an image.

CIL:49106*  Cite 
Description

Plate 24684 - Phenotypic profiling attempts to summarize multiparametric, feature-based analysis of cellular phenotypes of each sample so that similarities between profiles reflect similarities between samples. This image set provides a basis for testing image-based profiling methods wrt. to their ability to distinguish the effects of small molecules. The images are of U2OS cells treated with each of 1600 known bioactive compounds and labeled with six labels that characterize seven organelles (the cell-painting assay). This experiment consists of 375 plates in 384-well format, for a data set comprised of 988,994 fields of view. Each field was imaged in five channels (detection wavelengths), and each channel is stored as a separate, grayscale image file, so there are approximately 5 million image files in 16-bit TIFF format.

Technical Details

Gustafsdottir et al. (doi:10.1371/journal.pone.0080999) have developed a multiplex cytological profiling assay that "paints the cell" with as many fluorescent markers as possible without compromising our ability to extract rich, quantitative profiles in high throughput. The assay detects seven major cellular components. In a pilot screen of bioactive compounds, the assay detected a range of cellular phenotypes and it clustered compounds with similar annotated protein targets or chemical structure based on cytological profiles. The results demonstrate that the assay captures subtle patterns in the combination of morphological labels, thereby detecting the effects of chemical compounds even though their targets are not stained directly. This image-based assay provides an unbiased approach to characterize compound- and disease-associated cell states to support future probe discovery. Using the cell-painting assay, the Broad Institute has assembled a reference dataset of profiles for U2OS osteosarcoma cells treated with ~30,000 compounds. The compound collection includes DOS-derived compounds (20,000), as well as chemically diverse MLI compounds with biologically diverse performance identified through analysis of PubChem (10,000), and known bioactive compounds to serve as landmarks (2,500). The DOS compounds consist of structurally diverse and stereochemically rich compounds with structures distinct from the current MLSMR. The compound collection also includes 267 distinct compounds nominated by MLPCN Centers from projects for which the Centers would like to identify new chemical series with similar activities. The experiment consists of 375 microtiter plates. Each plate has 384 wells. Each field was imaged in five channels (detection wavelengths), and each channel is stored as a separate, grayscale 16-bit TIFF image file. The experiment consists of 375 microtiter plates. Each plate has 384 wells. Each field was imaged in five channels (detection wavelengths), and each channel is stored as a separate, grayscale 16-bit TIFF image file.

Biological Sources
NCBI Organism Classification
Homo sapiens
Cell Line
U-2 OS
Cellular Component
cell
Biological Context
Biological Process
response to chemical stimulus
Attribution
Names
Sigrun M. Gustafsdottir
Vebjorn Ljosa
Katherine L. Sokolnicki
Joshua A. Bittker
Nicole E. Bodycombe
Mark Anthony Bray
Vlado Dancik
Tom Hasaka
C. Suk Yee Hon
Melissa M. Kemp
Kejie Li
Deepika Walpita
Mathias J. Wawer
Todd R. Golub
Stuart L. Schreiber
Paul A. Clemons
Anne E. Carpenter
Alykhan F. Shamji
Link
Broad Institute
Citation
Digital Object Identifier (DOI)
doi:10.7295/W9CIL49106
Archival Resource Key (ARK)
ark:/b7295/w9cil49106
Grouping This image is part of a group.