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ArrayExpress update - from bulk to single-cell expression data.

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ArrayExpress is updating its functional genomics data archive to support the rise in RNA sequencing (RNA-seq) and single-cell RNA sequencing (scRNA-seq) experiments. The archive is transitioning to the BioStudies Database, ensuring continued access to valuable genomic data.

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Area of Science:

  • Genomics
  • Bioinformatics
  • Functional Genomics Data Archiving

Background:

  • ArrayExpress archives functional genomics data from diverse technologies.
  • There's a growing trend towards sequencing-based experiments, particularly RNA sequencing (RNA-seq).
  • Single-cell RNA sequencing (scRNA-seq) is increasingly prevalent over bulk sample analysis.

Purpose of the Study:

  • To adapt the ArrayExpress archive to accommodate the increasing volume and types of functional genomics data.
  • To enhance data submission and interpretation tools for researchers.
  • To outline the transition of ArrayExpress to a new, more comprehensive archival resource.

Main Methods:

  • Updating the Annotare submission tool to collect comprehensive metadata for RNA-seq and scRNA-seq.
  • Reprocessing selected datasets for the Expression Atlas and Single Cell Expression Atlas for enhanced data interpretation and quality control.
  • Developing the BioStudies Database as a successor to ArrayExpress for multi-omics data.

Main Results:

  • The submission tool Annotare has been updated to handle new data types and metadata requirements.
  • The Expression Atlas and Single Cell Expression Atlas provide value-added data interpretation.
  • The BioStudies Database is established to supersede ArrayExpress, integrating all existing data.

Conclusions:

  • ArrayExpress is evolving to meet the demands of modern functional genomics research, especially RNA-seq and scRNA-seq.
  • The transition to BioStudies Database ensures the long-term accessibility and usability of functional genomics data.
  • Continued support for existing data and access methods is maintained during the transition.