Nucleic Acids ResearchSystems BiologyPeer-reviewed journal article
CoffeeProt: An online tool for correlation and functional enrichment of proteome-wide systems genetics
Jeffrey MolendijkiD, Marcus Michael SeldiniD, Benjamin L. ParkeriD
Abstract
The integration of genomics, proteomics and phenotypic traits across genetically diverse populations is a powerful approach to discover novel biological regulators. The increasing volume of complex data require new and easy-to-use tools accessible to a variety of scientists for the discovery and visualization of functionally relevant associations. To meet this requirement, we developed CoffeeProt, an open-source tool that analyzes genetic variants associated to protein networks and phenotypic traits. CoffeeProt uses proteomics data to perform correlation network analysis and annotates protein-protein interactions and subcellular localizations. It then integrates genetic and phenotypic associations along with variant effect predictions. We demonstrate its utility with the analysis of mouse and human population data enabling the rapid identification of genetic variants associated with protein complexes and clinical traits. We expect CoffeeProt will serve the proteomics and systems genetics communities, leading to the discovery of novel biologically relevant associations. CoffeeProt is available at www.coffeeprot.com.
- organism: mouse
- organism: human
- assay: proteomics
- research focus: gene regulatory network inference
- research focus: differential expression
- research focus: database / resource
- approach: statistical model
- Citations
- 4
- FWCI
- 0.31
- Field percentile
- 47th percentile
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