Nucleic Acids Research · 2023 · 411 citations · 34 references
Life SciencesBioinformaticsMolecular BiologyEpigenomicsGene ExpressionGenomicsDifferential Expression AnalysisDifferential Gene Expression AnalysisEpigenomic Data AnalysisEpigenomic ProfilingGene Expression ProfilingTranscriptomic AnalysisDescriptive MetadataDifferential Gene ExpressionDifferential Transcript ExpressionExpression ProfilingMetadataMicroarray AnalysisMicroarray Differential Expression AnalysisRna Sequencing (Rna-seq)
The Gene Expression Omnibus (GEO) is an international public repository that archives gene expression and epigenomics data sets generated by next-generation sequencing and microarray technologies. Data are typically submitted to GEO by researchers in compliance with widespread journal and funder mandates to make generated data publicly accessible. The resource handles raw data files, processed data files and descriptive metadata for over 200 000 studies and 6.5 million samples, all of which are indexed, searchable and downloadable. Additionally, GEO offers web-based tools that facilitate analysis and visualization of differential gene expression. This article presents the current status and recent advancements in GEO, including the generation of consistently computed gene expression count matrices for thousands of RNA-seq studies, and new interactive graphical plots in GEO2R that help users identify differentially expressed genes and assess data set quality. The GEO repository is built and maintained by the National Center for Biotechnology Information (NCBI), a division of the National Library of Medicine (NLM), and is publicly accessible at https://www.ncbi.nlm.nih.gov/geo/.
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The FAIR Guiding Principles for scientific data management and stewardship
Mark D. Wilkinson, Michel Dumontier, IJsbrand Jan Aalbersberg et al. · Scientific Data · 2016 · 17.8K citations · Full text
Graph-based genome alignment and genotyping with HISAT2 and HISAT-genotype
Daehwan Kim, Joseph M. Paggi, Chanhee Park et al. · Nature Biotechnology · 2019 · 15.7K citations · Full text