ArticleNature genetics2012
Toward interoperable bioscience data.
Article in Nature genetics, 2012. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 202 papers, 2 of them syntheses that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
202 citing papers in PubMed, 2 syntheses or guidelines pooled it.
- Guidelines for bioinformatics of single-cell sequencing data analysis in Alzheimer's disease: review, recommendation, implementation and application.Molecular neurodegeneration · 2022Pooled it
- Marine bacteria exhibit a bipolar distribution.Proceedings of the National Academy of Sciences of the United States of America · 2013Pooled it
- Integrating cross-omics research through FAIR Digital Objects with DataPLANT.Journal of integrative bioinformatics · 2026Article
- High-Throughput Methods in Materials Science (Part I): A Review of Chemical and Physical Methods and Automated Sample Logistics.Materials (Basel, Switzerland) · 2026Review
- The HuBMAP Framework for Advancing Data FAIRness.bioRxiv : the preprint server for biology · 2026Article
- An ontology-based description of nano computed tomography measurements in electronic laboratory notebooks.Scientific data · 2026Article
- Beyond the clipboard: data collection with GridScore NEXT.BMC bioinformatics · 2026Article
- The data substrate of exposome intelligence: an interoperability profile for untargeted metabolomics.Frontiers in artificial intelligence · 2026Article
- Embedding FAIR Data Practices in Shared Core Resource Facilities.Journal of biomolecular techniques : JBT · 2026Review
- Order from entropy: big data from FAIR data cohorts in the digital age of plant breeding.TAG. Theoretical and applied genetics. Theoretische und angewandte Genetik · 2025Review
- The systematic assessment of completeness of public metadata accompanying omics studies in the Gene Expression Omnibus data repository.Genome biology · 2025Article
- Article
- Perceptual and technical barriers in sharing and formatting metadata accompanying omics studies.Cell genomics · 2025Review
- Robust Automated Harmonization of Heterogeneous Data Through Ensemble Machine Learning: Algorithm Development and Validation Study.JMIR medical informatics · 2025Article
- BrAPI v2: real-world applications for data integration and collaboration in the breeding and genetics community.Database : the journal of biological databases and curation · 2025Article
- An approach to making life sciences FAIR-FAIR-DS as a tool for Aspergillus fumigatus.Database : the journal of biological databases and curation · 2025Article
- Article
- Combining Short- and Long-Read Transcriptomes for Targeted Enzyme Discovery.Methods in molecular biology (Clifton, N.J.) · 2025Article
- Computational tools and data integration to accelerate vaccine development: challenges, opportunities, and future directions.Frontiers in immunology · 2025Review
- Data Treatment for LC-MS Untargeted Analysis.Methods in molecular biology (Clifton, N.J.) · 2025Article
142 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
50 authors.
Funding
Abstract
To make full use of research data, the bioscience community needs to adopt technologies and reward mechanisms that support interoperability and promote the growth of an open 'data commoning' culture. Here we describe the prerequisites for data commoning and present an established and growing ecosystem of solutions using the shared 'Investigation-Study-Assay' framework to support that vision.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.