Deciphering metabonomics biomarkers-targets interactions for psoriasis vulgaris by network pharmacology

Ann Med. 2018 Jun;50(4):323-332. doi: 10.1080/07853890.2018.1453169. Epub 2018 Mar 23.

Abstract

Objectives: Psoriasis vulgaris is a chronic inflammatory and immune-mediated skin disease. 44 metabonomics biomarkers were identified by high-throughput liquid chromatography coupled to mass spectrometry in our previous work, but the roles of metabonomics biomarkers in the pathogenesis of psoriasis is unclear.

Methods: The metabonomics biomarker-enzyme network was constructed. The key metabonomics biomarkers and enzymes were screened out by network analysis. The binding affinity between each metabonomics biomarker and target was calculated by molecular docking. A binding energy-weighted polypharmacological index was introduced to evaluate the importance of target-related pathways.

Results: Long-chain fatty acids, phospholipids, Estradiol and NADH were the most important metabonomics biomarkers. Most key enzymes belonged hydrolase, thioesterase and acyltransferase. Six proteins (TNF-alpha, MAPK3, iNOS, eNOS, COX2 and mTOR) were extensively involved in inflammatory reaction, immune response and cell proliferation, and might be drug targets for psoriasis. PI3K-Akt signaling pathway and five other pathways had close correlation with the pathogenesis of psoriasis and could deserve further research.

Conclusions: The inflammatory reaction, immune response and cell proliferation are mainly involved in psoriasis. Network pharmacology provide a new insight into the relationships between metabonomics biomarkers and the pathogenesis of psoriasis. KEY MESSAGES • Network pharmacology was adopted to identify key metabonomics biomarkers and enzymes. • Six proteins were screened out as important drug targets for psoriasis. • A binding energy-weighted polypharmacological index was introduced to evaluate the importance of target-related pathways.

Keywords: Metabonomics biomarker; binding energy-weighted polypharmacological index; drug-target network; network pharmacology; psoriasis.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Acyltransferases / antagonists & inhibitors
  • Acyltransferases / metabolism
  • Biomarkers / metabolism
  • Cell Proliferation / drug effects
  • Databases, Chemical
  • Datasets as Topic
  • Dermatologic Agents / pharmacology*
  • Dermatologic Agents / therapeutic use
  • Humans
  • Hydrolases / antagonists & inhibitors
  • Hydrolases / metabolism
  • Metabolome / drug effects*
  • Metabolomics / methods*
  • Molecular Docking Simulation
  • Molecular Targeted Therapy / methods
  • Oxidoreductases / antagonists & inhibitors
  • Oxidoreductases / metabolism
  • Protein Binding / drug effects
  • Psoriasis / drug therapy*
  • Psoriasis / immunology
  • Psoriasis / pathology
  • Signal Transduction / drug effects
  • Signal Transduction / immunology
  • Skin / cytology
  • Skin / enzymology*
  • Skin / immunology
  • Skin / pathology

Substances

  • Biomarkers
  • Dermatologic Agents
  • Oxidoreductases
  • Acyltransferases
  • Hydrolases