From genomic to LC-MS/MS evidence: Analysis of PfEMP1 in Benin malaria cases

PLoS One. 2019 Jun 28;14(6):e0218012. doi: 10.1371/journal.pone.0218012. eCollection 2019.

Abstract

Background: PfEMP1 is the major protein from parasitic origin involved in the pathophysiology of severe malaria, and PfEMP1 domain subtypes are associated with the infection outcome. In addition, PfEMP1 variability is endless and current publicly available protein repositories do not reflect the high diversity of the sequences of PfEMP1 proteins. The identification of PfEMP1 protein sequences expressed with samples remains challenging. The aim of our study is to identify the different PfEMP1 proteins variants expressed within patient samples, and therefore identify PfEMP1 proteins domains expressed by patients presenting uncomplicated malaria or severe malaria in malaria endemic setting in Cotonou, Benin.

Methods: We performed a multi-omic approach to decipher PfEMP1 expression at the patient's level in different clinical settings. Using a combination of whole genome sequencing approach and RNA sequencing, we were able to identify new PfEMP1 sequences and created a new custom protein database. This database was used for protein identification in mass spectrometry analysis.

Results: The differential expression analysis of RNAsequencing data shows an increased expression of the var domains transcripts DBLα1.7, DBLα1.1, DBLα2 and DBLβ12 in samples from patients suffering from Cerebral Malaria compared to Uncomplicated Malaria. Our approach allowed us to attribute PfEMP1 sequences to each sample and identify new peptides associated to PfEMP1 proteins in mass spectrometry.

Conclusion: We highlighted the diversity of the PfEMP1 sequences from field sample compared to reference sequences repositories and confirmed the validity of our approach. These findings should contribute to further vaccine development strategies based on PfEMP1 proteins.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Benin
  • Chromatography, Liquid
  • Genomics*
  • Humans
  • Malaria, Falciparum / metabolism*
  • Peptides / metabolism
  • Plasmodium falciparum / metabolism*
  • Proteogenomics
  • Proteome / metabolism
  • Protozoan Proteins / genetics
  • Protozoan Proteins / metabolism*
  • Tandem Mass Spectrometry*

Substances

  • Peptides
  • Proteome
  • Protozoan Proteins
  • erythrocyte membrane protein 1, Plasmodium falciparum

Grants and funding

This study was funded by Merieux Research Grant to GIB (http://www.institut-merieux.com/fr/accueil/); Laboratoire d’Excellence GR-Ex, Paris, France, reference ANR-11-LABX-0051 - ANR-11-IDEX-0005-02 to PD and FG; NeuroCM project, that is funded by ANR-17-CE17-0001, to PD and GIB; LabEx Saclay Plant Sciences-SPS (ANR-10-LABX-0040-SPS) to the POPS platform (SH); PhD Scholarship from French Minister of Research through MTCI Doctoral School (ED 563, Paris Descartes University) awarded to CK. The European Regional Development Fund (FEDER) and Cancéropôle Île-de-France provided a grant to the 3P5 group (DR, CB, FG) to purchase the Orbitrap. Funder Merieux Research was involved in the decision to publish. All other funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript. Inovarion (Paris, France https://www.inovarion.com/) provided support in the form of salary to EG, but did not have any additional role in the study design, data collection and analysis, decision to publish, or preparation of the manuscript. The specific roles of these authors are articulated in the ‘author contributions’ section.