Exploring the druggable proteome of Candida species through comprehensive computational analysis

Genomics. 2021 Mar;113(2):728-739. doi: 10.1016/j.ygeno.2020.12.040. Epub 2021 Jan 20.

Abstract

Candida albicans and non-albicans Candida spp. are major cause of systemic mycoses. Antifungal drugs such as azoles and polyenes are not efficient to successfully eradicate Candida infection owing to their fungistatic nature or low bioavailability. Here, we have adopted a comprehensive computational workflow for identification, prioritization and validation of targets from proteomes of Candida albicans and Candida tropicalis. The protocol involves identification of essential drug-target candidates using subtractive genomics, protein-protein interaction network properties and systems biology based methods. The essentiality of the novel metabolic and non-metabolic targets was established by performing in silico gene knockouts, under aerobic as well as anaerobic conditions, and in vitro drug inhibition assays respectively. Deletion of twelve genes that are involved in amino acid, secondary metabolite, and carbon metabolism showed zero growth in metabolic model under simulated conditions. The algorithm, used in this study, can be downloaded from http://pbit.bicnirrh.res.in/offline.php and executed locally.

Keywords: Candida albicans; Candida tropicalis; Network analysis; Subtractive genomics; Systems biology; Target identification pipeline.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Antifungal Agents / chemistry
  • Antifungal Agents / pharmacology*
  • Bridged Bicyclo Compounds, Heterocyclic / chemistry
  • Bridged Bicyclo Compounds, Heterocyclic / pharmacology
  • Candida albicans / drug effects
  • Candida albicans / genetics*
  • Candida albicans / metabolism
  • Computational Biology / methods
  • Diterpenes / chemistry
  • Diterpenes / pharmacology
  • Drug Discovery / methods*
  • Drug Repositioning / methods
  • Fungal Proteins / chemistry
  • Fungal Proteins / genetics*
  • Fungal Proteins / metabolism
  • Metabolic Flux Analysis / methods
  • Protein Binding
  • Proteome / chemistry
  • Proteome / genetics*
  • Proteome / metabolism
  • Software

Substances

  • Antifungal Agents
  • Bridged Bicyclo Compounds, Heterocyclic
  • Diterpenes
  • Fungal Proteins
  • Proteome
  • retapamulin