cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6075/j01g0jwv
title: CIL:46056, Homo sapiens. In Cell Image Library

description: Plate 26644 - 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.
 
Images
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 pilot experiment consists of 20 plates. Each plate has 384 wells and each well has 9 fields of view for a total of 69,120 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 345,600 image files in 16-bit TIFF format.
description: 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 413 microtiter plates. Each plate has 384 wells. Each well has 9 fields of view. Each field was imaged in five channels (detection wavelengths), and each channel is stored as a separate, grayscale 16-bit TIFF image file.
DOI: 10.6075/j0gh9hb2
title: CIL:45816, Homo sapiens. In Cell Image Library

description: Plate 24773 - 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.
 
Images
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 pilot experiment consists of 20 plates. Each plate has 384 wells and each well has 9 fields of view for a total of 69,120 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 345,600 image files in 16-bit TIFF format.
description: 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 413 microtiter plates. Each plate has 384 wells. Each well has 9 fields of view. Each field was imaged in five channels (detection wavelengths), and each channel is stored as a separate, grayscale 16-bit TIFF image file.
DOI: 10.6075/j03777xf
title: CIL:214, neuron. In Cell Image Library

description: Relation to intact cell: fractured cell
Item type: recorded image
Imaging mode: scanning electron microscopy (SEM)
Parameter imaged: secondary_electron imaging
Source of contrast: differences in deposition of metal shadow
Visualization methods: shadowing and plating
Processing history: colorized image
Data qualification: Processed
description: A colorized scanning electron microscope picture of a nerve ending that has been broken open to reveal the synaptic vesicles (orange and blue) beneath the cell membrane.
DOI: 10.6075/j02n52dq
title: CIL:43411, Mus musculus, mammary adenocarcinoma. In Cell Image Library

description: Preparation: living tissue
Relation to intact cell: whole mounted tissue
Item type: recorded image
Imaging mode: differential interference contrast microscopy
Parameter imaged: optical path length gradient
Source of contrast: boundaries between regions with different refractive index
Visualization methods: visualization of contiguous regions
Processing history: unprocessed raw data
description: Wound Healing Assay
Time series DIC images of mouse DA3 cells, derived from the mouse mammary adenocarcinoma cell line D1-DMBA-3, induced in BALB/C mice by dimethylbenzanthracene were grown to 90% confluence. A scratch approximately 300um wide was made in the cell monolayer, and images were recorded every 14.5 min for 26 hr.
This time series image, obtained with no HGF/SF treatment, is part of a group of 17 time series images (CIL:43401 to CIL:43417) representing three different treatments: (1) no HGF/SF (CIL:43406 to CIL:43411), (2) with HGF/SF (CIL:43401 to CIL:43405), activating HGF/SF-Met signaling, and (3) with PHA (Met inhibitor) and HGF/SF (CIL:43412 to CIL:43417). The group also includes two movies (CIL:43418 and CIL:43419) created from the time series CIL:43402 and CIL:43406 respectively.
description: DA3 cells expressing the fluorescent protein mCherry were grown to 90% confluence in wells of 2 cm diameter in DMEM supplemented with 10% heat-inactivated FCS (Gibco-BRL) and treated with or without the Met inhibitor PHA665752 (2.5 µM) for 2 hrs. A scratch was generated using a 200 µl tip, and the cells were incubated with or without 80 ng ml-1 Met-Hepatocyte Growth Factor/Scatter Factor (HGF/SF) and subjected to time lapse confocal laser scanning microscopy (CLSM-510, Zeiss, Germany) for approximately 26 hrs, with images taken at 14.5 min intervals. The position of each scratch was predefined, and a macro that repetitively positions the microscope on each point was executed. The acquired differential interference contrast (DIC) channel of the time-lapse sequence (shown here) was used for the multi-cellular analysis; the red fluorescence channel was exploited for single cell tracking.
See also: Zaritsky A, Natan S, Ben-Jacob E, Tsarfaty I (2012). Emergence of HGF/SF -induced Coordinated Cellular Motility. PLOS ONE 7(9): e44671
DOI: 10.6075/j0tx3dnt
title: CIL:1123, Caenorhabditis elegans, muscle cell. In Cell Image Library

description: Relation to intact cell: whole mounted tissue
Item type: recorded image
Imaging mode: fluorescence microscopy
Parameter imaged: fluorescence emission
Source of contrast: distribution of epitope
Visualization methods: phalloidin
Processing history: unprocessed raw data
description: C. elegans muscle age is a data set of fluorescence 20X microscopy images of C. elegans nematodes stained with phalloidin to visualize actin in muscles at different ages (1,2,4, and 8). Note that the data sets for each age can be found by searching for a featured image from each set: CIL 1005, 1057, 1105, and 1265, respectively.
description: The purpose of the dataset C. elegans muscle aging is to deduce the age of the nemathode based on images of muscles. Images of C. elegans were taken at different chronological ages. This image is part of the day 4 data set. Note that the morphological and chronological ages are not fully correlated due to the variability among individuals even though the individuals are genetically identical. The source for the dataset is Laboratory of Genetics/NIA/NIH.
DOI: 10.6075/j0hx1c44
title: CIL: 51962, Mus musculus, RAW 264.7 TIB-71. In Cell Image Library

description: ~1200 cells were imaged on glass. More gradual additions of drug or carrier were carried out in four equal increments at 0, 30, 60, 90 min, together yielding the same final drug concentration indicated in rapid addition studies. The subpopulation of ~100 cells with extended, leading edge pseudopods at t = 0 were imaged and counted in each unit area at the indicated timepoints during a 125 min observation period T=37C

Images are provided as uncorrected, 16 bit .nd2 files to preserve all original data. To view these .nd2 files:
1. Download ImageJ viewer at (https://imagej.nih.gov/ij/download.html)
2. Download the BioFormats.jar package at (https://www.openmicroscopy.org/bio-formats/downloads/)
3. Open the ImageJ directory after installation and drag the extracted BioFormats.jar package into the "Plugins" subdirectory
4. Open an .nd2 image using imageJ and select opening options when prompted, if desired. If no modifications are desired, select "OK"
5. The 16 bit image will typically look dark and will require brightness adjustment.
6. In the ImageJ toolbar, select Image &gt;&gt; Adjust &gt;&gt; Brightness/Contrast and select "Auto", or manually set the brightness and contrast.
description: Imaging mode: DICM
Visualization methods: Spinning disc confocal DICM & widefield DICM Using a Nikon TiE microscope equipped with a 40x, 0.95 N.A. objective and a Hamamatsu ORCA-Flash 4.0 V3 Digital CMOS camera, or a Nikon TiE spinning-disc confocal microscope equipped with a Yokogawa CSU-X1 scanning unit, an Andor iXon 888 EMCCD camera, and a 60x, 1.3 N.A. water-immersion objective or a 40x, 0.95 N.A. objective
description: A novel cell population analysis to quantify both initial and long-term drug effects, namely pseudopod adaptation and recovery following an initial drug-induced perturbation, adding drug slowly in 1/4 increments over 90 minutes.
DOI: 10.6075/j0rx99tg
title: CIL:13559, Homo sapiens, epithelial cell, cervical carcinoma. In Cell Image Library

description: Preparation: formaldehyde fixed tissue; detergent permeabilized
Relation to intact cell: dispersed cells in vitro
Item type: recorded image
Imaging mode: single-spot confocal microscopy
Parameter imaged: fluorescence microscopy
Source of contrast: distribution of a specific protein; compartmentalization of stain or label
Visualization methods: Alexa Fluor 647; EGFP; mCherryFP; primary antibody plus labeled secondary antibody; Hoechst
Data qualification: Raw;spatialmeasurements;intensitiesquantitation
description: An ER-trapped GalNac-T activity reporter (Muc-PTS; fused to GFP) (green) is targeted to the ER marked by PDI (protein disulfide isomerase) (red) in HeLa cells cotransfected with inactive Src (SrcK-mCherry, containing K295M mutation) (gray). Cells were fixed for 10 min (4% paraformaldehyde) and permeabilized (0.2% Triton X-100). Primary antibody staining followed the manufacturer's instructions. Cells were subsequently stained for 15–30 min with secondary Alexa 647 for anti-PDI and Hoechst (blue). Cells were mounted onto glass slides using FluorSave (Merck) and imaged at room temperature using an inverted FluoView confocal microscope (model IX81; Olympus) with fluorescence excitation at 488 nm, 561 nm and 633 nm and either a 60x objective (U Plan Super Apochromatic [UPLSAPO]; NA 1.35) or 100x objective (UPLSAPO; NA 1.40) using Immersol oil. Microscope coupled with a CCD camera (model FVII). Images were acquired and processed using Olympus FV10-ASW software. Image corresponds to Fig 5B in J Cell Biol. 189: 843-858. 2010. Images in Fig 5 include CIL#s 13559, 13560, 13561, 13562.
DOI: 10.6075/j0t43sg6
title: CIL: 50685, FIB-SEM Dataset of anti-PKHD1L1 Immuno-Gold Labeled Outer Hair Cell Stereocilia Bundles. In Cell Image Library

description: FIB-SEM Dataset of anti-PKHD1L1 Immuno-Gold Labeled Outer Hair Cell Stereocilia Bundles. Postnatal day 4 mouse Inner Ear Organ of Corti labeled with anti-PKHD1L1 antibody (10 nm gold beads). The dataset represents the apical end of the Outer Hair Cell with the stereocilium bundle. Images were acquired with FEI Helios FIB-SEM, using backscatter detector from an epoxy resin embedded inner ear Organ of Corti sample.
description: Imaging mode: Serial electron microscopy; focused ion beam scanning electron mictoscopy (FIB-SEM)
Visualization methods: Heavy metal stain (osmium tetroxide, potassium ferrocyanide, tannic acid), immunogold labeling using 10 nm gold beads
description: Images were acquired with FEI Helios FIB-SEM, using backscatter detector from an epoxy resin embedded inner ear Organ of Corti sample. 
1.6_Cell_1_GoldParticle_Segmentation is a multipage TIFF file illustrating the gold bead segmentation results (2.43×2.43×15 nm³ voxel size). Same as ‘GoldParticles.am’ file used for MATLAB volume analysis of this cell, but converted to TIFF to allow for its online preview. The file contains 348 images, as all the planes that contained no segmentation data were removed.
This file is a part of Dataset 1, comprised of files related to the Cell #1 of current study. The numbering order of the files reflects the order of operations performed during the analysis.
DOI: 10.6075/j0sq901p
title: CIL: 53326, Drosophila melanogaster, Entire Organism. In Cell Image Library

description: Video of fruit fly embryonic development. Video filename format is as follows organism_temperature_embryo. Data was collected at 22.8 degrees Celcius
description: 22.8 degrees ℃
description: Imaging mode: Gray Scale
Visualization methods: 20x magnification captured by one of the following eyepiece cameras: Swiftcam 3 Megapixel, OMAX 9.0 MP, AmScope MU300
DOI: 10.6075/j06t0kxq
title: CIL:39193, Opercularia [NCBITaxon:168247], Opercularia coarctata, cell by organism, eukaryotic cell, Eukaryotic Protist, Ciliated Protist. In Cell Image Library

description: Opercularia coarctata. Transmission electron micrograph of contracted cell body. This ciliate does not have rows of basal body/cilia over its whole surface but has cilia in the oral region and in a trochal band area. The pellicle is sculpted into ridges and grooves that circle the body. A layer of endoplasmic reticulum lies under the pellicle next to a layer of myonemal fibers. The macronucleus, contractile vacuole, mitochondria, and peristomeare evident in this view. TEM taken on 6/12/69 by R. Allen with Philips 300 operating at 60kV. Neg. 4,270X.
description: Standard glutaraldehyde fixation followed by osmium tetroxide, dehydrated in alcohol and embedded in an epoxy resin. Microtome sections prepared at approximately 75nm thickness. The raw negative was scanned with an Epson Perfection V750 Pro and this high resolution image is best used for quantitative analysis. Additional information available at (http://www5.pbrc.hawaii.edu/allen/).
description: Preparation: glutaraldehyde fixed tissue; osmium tetroxide fixed tissue; tissue in epoxy resin embedment; microtome-sectioned tissue
Relation to intact cell: microtome-sectioned tissue
Item type: transmission electron microscopy (TEM); illumination by electrons
Imaging mode: detection of electrons; film
Parameter imaged: electron density
Source of contrast: stain with broad specificity
Visualization methods: stain with broad specificity; osmium tetroxide; uranyl salt; lead salt
Processing history: recorded image; film; unprocessed raw data
Data qualification: Raw;spatialmeasurements;intensitiesquantitation
DOI: 10.6075/j0cr5t08
title: CIL: 53309, Drosophila melanogaster, Entire Organism. In Cell Image Library

description: Imaging mode: Gray Scale
Visualization methods: 20x magnification captured by one of the following eyepiece cameras: Swiftcam 3 Megapixel, OMAX 9.0 MP, AmScope MU300
description: Video of Fruit Fly embryonic development. Each video is labeled with the temperature (Celcius) at which it was captured as well as the embryo name (A, B, etc)
DOI: 10.6075/j08p606s
title: CIL: 53769. In Cell Image Library

description: Kinome Atlas documented representative images for 456 kinases expressed in HeLa cells, and visualized by immunofluorescence staining of the epitope tag. Nuclei were stained with DAPI. Two representative views from confocal microscopy were collected for each kinase. Also, organelle markers were co-stained for some kinases to indicate specific localization.
description: CMGC family: The human kinome comprises 538 kinases playing essential cellular functions by catalyzing protein phosphorylations. Systematic annotation of subcellular spatial distribution of the kinome greatly facilitates investigation of normal and disease mechanisms. Here, we present Kinome Atlas (KA), an image-based map of the kinome annotated to 10 compartments of the cell. 456 epitope-tagged kinases, representing 85% of the human kinome, were expressed in HeLa cells and imaged by immunofluorescent microscopy under a unified condition. KA revealed kinase family-enriched subcellular localizations, and discovered a collection of new kinase localizations at mitochondria, plasma membrane, extracellular space, and other unique structures. This resource provides the first snapshot of the kinome under a unified condition, and is a key step toward comprehensive understanding of the spatial and temporal dynamics of the kinome in physiological and disease states.
description: Visualization methods: confocal microscopy
DOI: 10.6075/j09g5kv6
title: CIL:2651, Caenorhabditis elegans. In Cell Image Library

description: Terminal Bulb is a dataset of DIC (differential interference contrast) 20x microscopy images of the pharynx terminal bulb of C. elegans at different ages (0, 2, 4, 6, 8, 10, 12 days). Note that the data sets for each age can be found by searching for a featured image from each set: CIL 1587, 1694, 1905, 2213, 2622, 2544, and 2606, respectively.
description: The purpose of the dataset C. elegans terminal bulb aging is to deduce the age of the nemathode based on images of the pharynx terminal bulb (part of the eating apparatus). Images of C. elegans were taken at different chronological ages. This image is part of the day 12 data set. Note that the morphological and chronological ages are not fully correlated due to the variability among individuals even though the individuals are genetically identical. The source for the dataset is Laboratory of Genetics/NIA/NIH.
description: Relation to intact cell: whole mounted tissue
Item type: recorded image
Imaging mode: differential interference contrast microscopy
Parameter imaged: optical path length gradient
Source of contrast: boundaries between regions with different refractive index
Visualization methods: visualization of contiguous regions
Processing history: unprocessed raw data
DOI: 10.6075/j0k35t2g
title: CIL: 51159, Mus musculus, RAW 264.7 TIB-71. In Cell Image Library

description: Imaging mode: DICM
Visualization methods: Spinning disc confocal DICM & widefield DICM Using a Nikon TiE microscope equipped with a 40x, 0.95 N.A. objective and a Hamamatsu ORCA-Flash 4.0 V3 Digital CMOS camera, or a Nikon TiE spinning-disc confocal microscope equipped with a Yokogawa CSU-X1 scanning unit, an Andor iXon 888 EMCCD camera, and a 60x, 1.3 N.A. water-immersion objective or a 40x, 0.95 N.A. objective
description: A novel cell population analysis to quantify both initial and long-term drug effects, namely pseudopod adaptation and recovery following an initial drug-induced perturbation, adding drug slowly in 1/4 increments over 90 minutes.
description: ~1200 cells were imaged on glass. More gradual additions of drug or carrier were carried out in four equal increments at 0, 30, 60, 90 min, together yielding the same final drug concentration indicated in rapid addition studies. The subpopulation of ~100 cells with extended, leading edge pseudopods at t = 0 were imaged and counted in each unit area at the indicated timepoints during a 125 min observation period T=37C

Images are provided as uncorrected, 16 bit .nd2 files to preserve all original data. To view these .nd2 files:
1. Download ImageJ viewer at (https://imagej.nih.gov/ij/download.html)
2. Download the BioFormats.jar package at (https://www.openmicroscopy.org/bio-formats/downloads/)
3. Open the ImageJ directory after installation and drag the extracted BioFormats.jar package into the "Plugins" subdirectory
4. Open an .nd2 image using imageJ and select opening options when prompted, if desired. If no modifications are desired, select "OK"
5. The 16 bit image will typically look dark and will require brightness adjustment.
6. In the ImageJ toolbar, select Image &gt;&gt; Adjust &gt;&gt; Brightness/Contrast and select "Auto", or manually set the brightness and contrast.