Abstract

A critical component in the interpretation of systems-level studies is the inference of enriched biological pathways and protein complexes contained within OMICs datasets. Successful analysis requires the integration of a broad set of current biological databases and the application of a robust analytical pipeline to produce readily interpretable results. Metascape is a web-based portal designed to provide a comprehensive gene list annotation and analysis resource for experimental biologists. In terms of design features, Metascape combines functional enrichment, interactome analysis, gene annotation, and membership search to leverage over 40 independent knowledgebases within one integrated portal. Additionally, it facilitates comparative analyses of datasets across multiple independent and orthogonal experiments. Metascape provides a significantly simplified user experience through a one-click Express Analysis interface to generate interpretable outputs. Taken together, Metascape is an effective and efficient tool for experimental biologists to comprehensively analyze and interpret OMICs-based studies in the big data era. With the increasing obtainability of multi-OMICs data comes the need for easy to use data analysis tools. Here, the authors introduce Metascape, a biologist-oriented portal that provides a gene list annotation, enrichment and interactome resource and enables integrated analysis of multi-OMICs datasets.

Keywords

Computer scienceInteractomeAnnotationInferencePipeline (software)Leverage (statistics)Resource (disambiguation)Data scienceData miningComputational biologyArtificial intelligenceBiologyGene

MeSH Terms

DatabasesGeneticGenomicsMolecular Sequence AnnotationOrientationSpatialSoftwareSystems BiologyUser-Computer Interface

Affiliated Institutions

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Publication Info

Year
2019
Type
article
Volume
10
Issue
1
Pages
1523-1523
Citations
14371
Access
Closed

Social Impact

Social media, news, blog, policy document mentions

Citation Metrics

14371
OpenAlex
995
Influential

Cite This

Yingyao Zhou, Bin Zhou, Lars Pache et al. (2019). Metascape provides a biologist-oriented resource for the analysis of systems-level datasets. Nature Communications , 10 (1) , 1523-1523. https://doi.org/10.1038/s41467-019-09234-6

Identifiers

DOI
10.1038/s41467-019-09234-6
PMID
30944313
PMCID
PMC6447622

Data Quality

Data completeness: 90%