TheCellVision.org: A Database for Visualizing and Mining High-Content Cell Imaging Projects.
Myra Paz David MasinasMojca Mattiazzi UsajMatej UsajCharles BooneBrenda J AndrewsPublished in: G3 (Bethesda, Md.) (2020)
Advances in genome engineering and high throughput imaging technologies have enabled genome-scale screens of single cells for a variety of phenotypes, including subcellular morphology and protein localization. We constructed TheCellVision.org, a freely available and web-accessible image visualization and data browsing tool that serves as a central repository for fluorescence microscopy images and associated quantitative data produced by high-content screening experiments. Currently, TheCellVision.org hosts ∼575,590 images and associated analysis results from two published high-content screening (HCS) projects focused on the budding yeast Saccharomyces cerevisiae TheCellVision.org allows users to access, visualize and explore fluorescence microscopy images, and to search, compare, and extract data related to subcellular compartment morphology, protein abundance, and localization. Each dataset can be queried independently or as part of a search across multiple datasets using the advanced search option. The website also hosts computational tools associated with the available datasets, which can be applied to other projects and cell systems, a feature we demonstrate using published images of mammalian cells. Providing access to HCS data through websites such as TheCelllVision.org enables new discovery and independent re-analyses of imaging data.
Keyphrases
- high throughput
- high resolution
- deep learning
- electronic health record
- optical coherence tomography
- single molecule
- single cell
- saccharomyces cerevisiae
- big data
- convolutional neural network
- quality improvement
- randomized controlled trial
- rna seq
- small molecule
- oxidative stress
- cell therapy
- stem cells
- induced apoptosis
- bone marrow
- signaling pathway
- amino acid
- cell proliferation
- antibiotic resistance genes
- drug induced
- cell wall