The DifferentialNet database of differential protein-protein interactions in human tissues

Nucleic Acids Res. 2018 Jan 4;46(D1):D522-D526. doi: 10.1093/nar/gkx981.

Abstract

DifferentialNet is a novel database that provides users with differential interactome analysis of human tissues (http://netbio.bgu.ac.il/diffnet/). Users query DifferentialNet by protein, and retrieve its differential protein-protein interactions (PPIs) per tissue via an interactive graphical interface. To compute differential PPIs, we integrated available data of experimentally detected PPIs with RNA-sequencing profiles of tens of human tissues gathered by the Genotype-Tissue Expression consortium (GTEx) and by the Human Protein Atlas (HPA). We associated each PPI with a score that reflects whether its corresponding genes were expressed similarly across tissues, or were up- or down-regulated in the selected tissue. By this, users can identify tissue-specific interactions, filter out PPIs that are relatively stable across tissues, and highlight PPIs that show relative changes across tissues. The differential PPIs can be used to identify tissue-specific processes and to decipher tissue-specific phenotypes. Moreover, they unravel processes that are tissue-wide yet tailored to the specific demands of each tissue.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Atlases as Topic
  • Bone and Bones / chemistry
  • Bone and Bones / metabolism
  • Brain / metabolism
  • Databases, Protein*
  • Female
  • High-Throughput Nucleotide Sequencing
  • Humans
  • Internet
  • Kidney / chemistry
  • Kidney / metabolism
  • Lung / chemistry
  • Lung / metabolism
  • Male
  • Muscle, Skeletal / chemistry
  • Muscle, Skeletal / metabolism
  • Organ Specificity
  • Ovary / chemistry
  • Ovary / metabolism
  • Phenotype
  • Prostate / chemistry
  • Prostate / metabolism
  • Protein Interaction Mapping / methods*
  • Proteins / chemistry*
  • Proteins / metabolism
  • Software*

Substances

  • Proteins