NEASE

NEASE performs network enrichment analysis of alternative splicing (AS) events by integrating pathway information with structural annotations of protein-protein interactions to characterize functional impacts of AS within molecular networks.


Key Features:

  • Network enrichment analysis: Performs enrichment analysis specifically tailored to alternative splicing (AS) events within interaction networks.
  • Pathway and structural PPI integration: Integrates pathway information with structural annotations of protein-protein interactions to relate AS events to interaction structures.
  • Functional characterization of AS: Provides functional characterization of AS events in the context of pathways and protein interaction networks.
  • Tissue and development pathway identification: Identifies pathways pivotal for defining tissue identity and facilitating cell type development.
  • Splicing-related biomarker highlighting: Highlights biomarkers related to alternative splicing that may be significant for disease mechanisms.
  • Complementary analysis to classical pathways: Offers network-based insights that complement classical pathway analyses.

Scientific Applications:

  • Functional analysis of alternative splicing: Characterizing the functional effects of AS events on pathways and protein-protein interactions.
  • Tissue-specific and developmental studies: Identifying pathways and network changes that define tissue identity and cell type development.
  • Biomarker discovery in disease: Highlighting splicing-related biomarkers relevant to disease pathobiology.
  • Complementary pathway interpretation: Providing network-enriched interpretation to complement classical pathway analyses.

Methodology:

Integrates pathways with structural annotations of protein-protein interactions and combines pathway analysis with protein interaction networks to perform network enrichment analysis of alternative splicing (AS) events.

Topics

Details

License:
GPL-3.0
Cost:
Free of charge
Tool Type:
library
Operating Systems:
Mac, Linux, Windows
Programming Languages:
Python
Added:
5/19/2022
Last Updated:
5/19/2022

Operations

Publications

Louadi Z, Elkjaer ML, Klug M, Lio CT, Fenn A, Illes Z, Bongiovanni D, Baumbach J, Kacprowski T, List M, Tsoy O. Functional enrichment of alternative splicing events with NEASE reveals insights into tissue identity and diseases. Genome Biology. 2021;22(1). doi:10.1186/s13059-021-02538-1. PMID:34857024. PMCID:PMC8638120.

PMID: 34857024
PMCID: PMC8638120
Funding: - bundesministerium für bildung und forschung: 01zx1908a

Documentation