Pathway centrality in protein interaction networks identifies putative functional mediating pathways in pulmonary disease

Sci Rep. 2019 Apr 10;9(1):5863. doi: 10.1038/s41598-019-42299-3.

Abstract

Identification of functional pathways mediating molecular responses may lead to better understanding of disease processes and suggest new therapeutic approaches. We introduce a method to detect such mediating functions using topological properties of protein-protein interaction networks. We define the concept of pathway centrality, a measure of communication between disease genes and differentially expressed genes. Using pathway centrality, we identify mediating pathways in three pulmonary diseases (asthma; bronchopulmonary dysplasia (BPD); and chronic obstructive pulmonary disease (COPD)). We systematically evaluate the significance of all identified central pathways using genetic interactions. Mediating pathways shared by all three pulmonary disorders favor innate immune and inflammation-related processes, including toll-like receptor (TLR) signaling, PDGF- and angiotensin-regulated airway remodeling, the JAK-STAT signaling pathway, and interferon gamma. Disease-specific mediators, such as neurodevelopmental processes in BPD or adhesion molecules in COPD, are also highlighted. Some of our findings implicate pathways already in development as drug targets, while others may suggest new therapeutic approaches.

Publication types

  • Research Support, N.I.H., Extramural

MeSH terms

  • Angiotensins / metabolism
  • Asthma / metabolism
  • Asthma / pathology
  • Bronchopulmonary Dysplasia / metabolism
  • Bronchopulmonary Dysplasia / pathology
  • Databases, Factual
  • Gene Regulatory Networks
  • Humans
  • Interferon-gamma / metabolism
  • Lung Diseases / metabolism
  • Lung Diseases / pathology*
  • MAP Kinase Signaling System
  • Protein Interaction Maps*
  • Pulmonary Disease, Chronic Obstructive / metabolism
  • Pulmonary Disease, Chronic Obstructive / pathology
  • Receptors, Platelet-Derived Growth Factor / metabolism
  • Signal Transduction
  • Toll-Like Receptors / metabolism

Substances

  • Angiotensins
  • Toll-Like Receptors
  • Interferon-gamma
  • Receptors, Platelet-Derived Growth Factor