cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6075/j0zg6s0r
title: CIL: 54115, Homo sapiens, HeLa. In Cell Image Library

description: TK 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
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.
DOI: 10.6075/j0057fzr
title: CIL:10360, Rattus, multipolar neuron. 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: fluorescence microscopy; phase contrast microscopy
Parameter imaged: fluorescence emission
Source of contrast: distribution of epitope; elastic scattering of photons
Visualization methods: primary antibody plus labeled secondary antibody
Processing history: unprocessed raw data
description: Cultured hippocampal neurons after 17 days in vitro, immunostained for MAP2, a microtubule associated protein localized to dendrites (red) but not axons, which are not apparent in the immunofluorescence channel. Both axons, and dendrites, can be seen in the hidden phase micrograph which can be turned on using the edit function in the detailed viewer. Neurons at 10, 14, and 17 days in vitro are represented in this image group. 

Detailed methods: Embryonic rat hippocampal neurons were prepared as previously described (see Kaech and Banker, 2006, Nat Protoc). Cells were prepared for fluorescent staining as previously described (Withers and Banker, 1998, in Culturing Nerve Cells, MIT Press). Briefly, cells were fixed (4% formaldehyde, 4% sucrose in phosphate buffered saline, pH 7.4), permeabilized with 0.25% Triton and immunostained for MAP2 (HM2, from Sigma with d549 conjugated secondary, excitation, 555, emission, 568, Jackson Immunoresearch). Images were acquired with a Leica DMRA microscope with a 40X lens (HCX PL Fluotar, NA 0.75), Photometrics CoolSnap ES CCD camera and MetaMorph software. A multilayer stack of the fluorescent image of MAP2 staining and the phase image was generated using MetaMorph.
DOI: 10.6075/j0dj5d7p
title: CIL:46078, Homo sapiens. In Cell Image Library

description: Plate 26688 - 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/j0ks6qz5
title: CIL: 51212, 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: ~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: 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/j0gb236x
title: CIL:10370, Nassula, cell by organism, eukaryotic cell, Eukaryotic Protist, Ciliated Protist. In Cell Image Library

description: Preparation: glutaraldehyde fixed tissue; osmium tetroxide fixed tissue; tissue in epoxy resin embedment
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: elastic scattering
Visualization methods: stain with broad specificity; osmium tetroxide; uranyl salt; lead salt
Processing history: recorded image; film; Print from negative scanned for Photoshop.
Data qualification: Processed;spatialmeasurements
description: Nassula sp. Transmission electron micrograph of rows of cross-sectioned basal bodies at the cell surface. TEM taken on 3/4/69 by R. Allen with Philips 300 operating at 60kV. Neg. 16,000X. Bar = 0.5µm. A print of the negative was scanned and processed in Photoshop. This image is best used for qualitative analysis. A high resolution image (CIL:7624) is available for quantitative analysis.

Standard glutaraldehyde fixation followed by osmium tetroxide, dehydrated in alcohol and embedded in an epoxy resin. Microtome sections prepared at approximately 75nm thickness.

Additional information available at (http://www5.pbrc.hawaii.edu/allen/).
DOI: 10.6075/j05719w5
title: CIL:40438, Saccharomyces cerevisiae, BY4716. In Cell Image Library

description: Preparation: glutaraldehyde fixed tissue; tissue in plastic embedment
Relation to intact cell: sectioned tissue
Item type: recorded image
Imaging mode: transmission electron microscopy (TEM)
Parameter imaged: electron density
Source of contrast: differences in adsorption or binding of stain
Visualization methods: osmium tetroxide
Processing history: unprocessed raw data
description: Transmission electron micrograph of an electron-lucent vacuole from a sertraline-treated BY4716 wildtype cell. (31,500X).This image is part of a group of yeast vacuole images (CIL:40437-40448).
description: This group of images contains representative whole-cell images and high-magnification zooms of organelle structures of interest. All cells were grown in liquid rich media (YPD pH6.5) at 30C with aerated shaking, and cultures were sampled in mid-logarithmic phase. Treated cells were exposed to 60µM antidepressant sertraline (Zoloft®) for 45 minutes.
DOI: 10.6075/j0r210dq
title: CIL:9068, Homo sapiens, osteosarcoma. In Cell Image Library

description: Preparation: chemically fixed tissue
Relation to intact cell: dispersed cells in vitro
Item type: recorded image
Imaging mode: single-spot confocal microscopy
Parameter imaged: fluorescence emission
Source of contrast: distribution of a specific protein
Visualization methods: primary antibody plus labeled secondary antibody
Processing history: unprocessed raw data; color combine
Data qualification: Raw
description: Saos2 cell line immunostained with Tom20 (mitochondrial outer membrane protein, green) and DLP1 (dynamin like protein, red) antibody. Cell population synchronized at G1-S transition of the cell cycle. This Saos2 cell line was serum starved (0.1%) for 3 days and released in released in aphidicolin (0.25 ug/ml) for 16 hours. The image is a single 3 micron confocal section collected on a Zeiss LSM 510 with the following parameters: Green: Ex: 488 nm laser, Em: Band Pass 500-550nm, Red: 543 nm laser, Em: Long pass 560 nm.
DOI: 10.6075/j0x34wj9
title: CIL:21762, Drosophila melanogaster, epithelial. In Cell Image Library

description: Five different samples of Drosophila melanogaster Kc167 cells were stained with Hoechst 33342, a DNA stain. The last sample (labeled nodsRNA, CIL 21789) is of wild-type cells. Each of the other four samples (labeled 48, 340, Anillin, and mad2, CIL 21749, 21739, 21759, and 21773, respectively) has a different gene knocked down by RNAi. This is the set that were treated with Anillin RNAi. There are 10 images of each sample, for a total of 50 images. The images were acquired on a Zeiss Axiovert 200M microscope. A recommended use for these five image sets is to algorithmically compute the number of cells in each image. A tab-delimited text file containing this information can be found at the URL indicated in the attribution box. The recommended citation when using these images is: "We used the Drosophila Kc167 1 image set (Carpenter, et al., Genome Biology, 2006) available from the Broad Bioimage Benchmark Collection (www.broad.mit.edu/bbbc)."
description: Relation to intact cell: dispersed cells in vitro
Item type: recorded image
Imaging mode: fluorescence microscopy
Parameter imaged: fluorescence emission
Source of contrast: distribution of DNA
Visualization methods: Hoechst 33342
Processing history: unprocessed raw data
DOI: 10.15468/dl.mv98cg
title: Occurrence Download

description: A dataset containing 82 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is CHN.28_1",
 "TaxonKey is Hypericum perforatum"
 ]
}

 The dataset includes 82 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009478-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6075/j0gq6xdv
title: CIL: 53475, Homo sapiens, HeLa. In Cell Image Library

description: Visualization methods: confocal microscopy
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: AGC 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.
DOI: 10.6075/j0f18xzk
title: CIL:1933, Caenorhabditis elegans. In Cell Image Library

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
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 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/j07w6btr
title: CIL: 53534, Homo sapiens, HeLa. 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: AGC 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/j0x63mcd
title: CIL: 51194, 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/j0kw5dvr
title: CIL:41648, Hymenolepis microstoma. In Cell Image Library

description: Hymenolepis microstoma, a tapeworm parasite, showing anterior end. Phalloidin staining shows the suckers, pharynx and part of the body-wall musculature. Confocal microscopy. Honorable Mention, 2011 Olympus BioScapes Digital Imaging Competition©.
description: Relation to intact cell: whole mounted tissue
Item type: recorded image
Imaging mode: confocal microscopy
Parameter imaged: fluorescence emission
Source of contrast: distribution of epitope
Visualization methods: phalloidin
DOI: 10.6075/j0gh9h4c
title: CIL:11920, Haemanthus katharinae, endosperm. In Cell Image Library

description: Dividing cells from the liquid endosperm of the lily Haemanthus katherinae were fixed with paraformaldehye, embedded in epoxy, and 0.5 micrometer sections prepared. Images were obtained with the Wisconsin high voltage TEM at 1MEV. For this micrograph of a chromosome at anaphase, the grid was tilted to 60 degrees. A similar micrograph tilted to 40 degrees is grouped with this image, making a stereo pair that provides an oblique 3D view.
description: Preparation: formaldehyde fixed tissue
Relation to intact cell: microtome-sectioned tissue
Item type: film
Imaging mode: transmission electron microscopy (TEM)
Parameter imaged: electron density
Source of contrast: elastic scattering of electrons
Visualization methods: uranyl salt
Processing history: unprocessed raw data
DOI: 10.15468/dl.b3ca34
title: Occurrence Download

description: A dataset containing 165 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is CHN.28_1",
 "TaxonKey is Silene vulgaris"
 ]
}

 The dataset includes 165 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009479-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17491519
title: Protisten.de gallery
DOI: 10.25345/c5c824t4s
title: MassIVE MSV000099702 - Aspergillus fumigatus metabelomics after rice straw treatment
title: This metabolomic dataset investigates the effect of HBC-HA on Aspergillus fumigatus AF01 during rice straw degradation. It includes data from four experimental conditions: fungus with substrate, with substrate and HBC-HA, and relevant controls.
DOI: 10.5281/zenodo.17487121
title: Building concepts from underutilised wood stocks

description: Supplementary table to WoodStock Deliverable 5.4. 'Review of zero-waste building concepts'. List of over 100 case studies based on one or more of the four underutilised wood streams: low-quality wood, damaged wood, hardwoods, post-consumer and residual wood. All are built case studies developed in academia and by industry. Information included: Name of the project, authors, affiliation, access link, location, building type, building components used, R startegies deployed, timber type, processing strategy and connection types.
DOI: 10.5281/zenodo.17487122
title: Building concepts from underutilised wood stocks

description: Supplementary table to WoodStock Deliverable 5.4. 'Review of zero-waste building concepts'. List of over 100 case studies based on one or more of the four underutilised wood streams: low-quality wood, damaged wood, hardwoods, post-consumer and residual wood. All are built case studies developed in academia and by industry. Information included: Name of the project, authors, affiliation, access link, location, building type, building components used, R startegies deployed, timber type, processing strategy and connection types.
DOI: 10.34740/kaggle/dsv/13566047
title: British Airways Reviews
DOI: 10.5281/zenodo.17490751
title: Effects of dietary postbiotic and essential oils on growth performance and health in weaned piglets.

description: This study aimed to evaluate the effects of Saccharomyces cerevisiae fermentation products (SCFP) and essential oils (EO) on growth performance and gut health in weaned piglets. The dataset includes average daily gain, feed intake, diarrhea rate, serum biochemical indices.
DOI: 10.5281/zenodo.17490752
title: Effects of dietary postbiotic and essential oils on growth performance and health in weaned piglets.

description: This study aimed to evaluate the effects of Saccharomyces cerevisiae fermentation products (SCFP) and essential oils (EO) on growth performance and gut health in weaned piglets. The dataset includes average daily gain, feed intake, diarrhea rate, serum biochemical indices.