Identifying miltefosine-resistant key genes in protein-protein interactions network and experimental verification in Iranian Leishmania major

Mol Biol Rep. 2019 Oct;46(5):5371-5388. doi: 10.1007/s11033-019-04992-4. Epub 2019 Aug 5.

Abstract

Drug resistance is a complex phenomenon during leishmaniasis chemotherapy. In this study, the genes and pathways involved in miltefosine (MIL)-resistant Leishmania were identified using microarray data and in silico approaches. GSE30685 and GSE45496 were obtained from GEO database and analyzed with GEO2R tool to identify genes involved in MIL-resistant Leishmania. 177 differentially expressed genes (DEGs) were selected from these GSEs, which about half of them were uncharacterized/hypothetical proteins. The interactions between DEGs were investigated using STRING database and protein-protein interaction (PPI) networks. Five hub nodes were found in the PPI network. The gene ontology (GO) analysis of the resulting network revealed that DNA replication (GO:0006260) and ATP hydrolysis coupled proton transport (GO:0015991) were the most enriched GO term. Iranian MIL-resistant Leishmania major (L. major) parasites were generated by exposure of wild-type isolates to the increasing concentrations of MIL over a period of 5 months. Proof of mRNA expression levels of the obtained hub genes was assessed in Iranian wild-type and acquired resistant L. major parasites by real-time PCR. A significant higher expression level of LDBPK_150170 (encoding protein phosphatase 2C, PP2C), was only observed in Iranian L. major parasites resistance to MIL. Moreover, the RT-PCR results showed that the expression of metacyclic marker (small hydrophilic endoplasmic reticulum-associated protein, SHERP) and MIL-resistant marker (Leishmania MIL-transporter, LMT) was significantly increased and decreased, respectively, in Iranian MIL-resistant L. major parasites. Taken together, these data suggested that PP2C as well as SHERP and LMT genes may be prospective targets for the treatment of MIL-resistant Leishmania.

Keywords: Acquired MIL-resistant Leishmania; Differentially expressed genes; Gene expression omnibus; Protein–protein interaction network.

MeSH terms

  • Computational Biology / methods
  • Computer Simulation
  • Drug Resistance / genetics
  • Drug Resistance, Fungal / genetics*
  • Gene Ontology
  • Iran
  • Leishmania major / genetics*
  • Phosphorylcholine / analogs & derivatives
  • Phosphorylcholine / pharmacology
  • Protein Interaction Maps / genetics*

Substances

  • Phosphorylcholine
  • miltefosine