Nature MethodsBioinformaticsPeer-reviewed journal article
The Image Data Resource: A Scalable Platform for Biological Image Data Access, Integration, and Dissemination
Eleanor M. WilliamsiD, Josh MooreiD, Simon LiiD, Gabriella RusticiiD, Aleksandra TarkowskaiD, Anatole ChesseliD, Simone LeoiD, Bálint AntaliD, Richard K Ferguson, Uğis SarkansiD, Alvis BrāzmaiD, Rafael E. Carazo SalasiD, Jason R. SwedlowiD
Abstract
Access to primary research data is vital for the advancement of science. To extend the data types supported by community repositories, we built a prototype Image Data Resource (IDR) that collects and integrates imaging data acquired across many different imaging modalities. IDR links high-content screening, super-resolution microscopy, time-lapse and digital pathology imaging experiments to public genetic or chemical databases, and to cell and tissue phenotypes expressed using controlled ontologies. Using this integration, IDR facilitates the analysis of gene networks and reveals functional interactions that are inaccessible to individual studies. To enable re-analysis, we also established a computational resource based on IPython notebooks that allows remote access to the entire IDR. IDR is also an open source platform that others can use to publish their own image data. Thus IDR provides both a novel on-line resource and a software infrastructure that promotes and extends publication and re-analysis of scientific image data.
- assay: imaging
- research focus: database / resource
- research focus: benchmarking
- research focus: software / tool
- approach: experimental assay
- Citations
- 316
- FWCI
- 46.81
- Field percentile
- top 1%
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- IDR searcher: a search engine solution for public image resource
Khaled Mohamed, William Moore, … Jean‐Marie Burel·BioinformaticsPeer-reviewed·Jul 1, 2026
- The Image Data Explorer: interactive exploration of image-derived data
C. Muller, B. Serrano-Solano, … J.-K. Heriche·bioRxiv·Apr 27, 2022
- The BioImage Archive - building a home for life-sciences microscopy data
Matthew Hartley, Gerard J. Kleywegt, … Alvis Brāzma·Journal of Molecular BiologyPeer-reviewed·Feb 18, 2022
- BioImageIT: Open-source framework for integration of image data-management with analysis
Sylvain Prigent, Cesar Augusto Valades‐Cruz, … Charles Kervrann A·Nature MethodsPeer-reviewed·Oct 7, 2022
- The Brain Image Library: A Community-Contributed Microscopy Resource for Neuroscientists
Mariah L. Kenney, Iaroslavna Vasylieva, … Alexander J. Ropelewski·Scientific DataPeer-reviewed·Nov 11, 2024
- OBIA: An Open Biomedical Imaging Archive
Enhui Jin, Dongli Zhao, … Yuanguang Meng·Genomics Proteomics & BioinformaticsPeer-reviewed·Oct 1, 2023