A novel computational pipeline for var gene expression augments the discovery of changes in the Plasmodium falciparum transcriptome during transition from in vivo to short-term in vitro culture

Author:

Andradi-Brown Clare123ORCID,Wichers-Misterek Jan Stephan456ORCID,von Thien Heidrun456,Höppner Yannick D456,Scholz Judith AM4,Hansson Helle78ORCID,Filtenborg Hocke Emma78,Gilberger Tim Wolf456ORCID,Duffy Michael F9,Lavstsen Thomas78ORCID,Baum Jake210,Otto Thomas D11ORCID,Cunnington Aubrey J13ORCID,Bachmann Anna45612ORCID

Affiliation:

1. Section of Paediatric Infectious Disease, Department of Infectious Disease, Imperial College London

2. Department of Life Sciences, Imperial College London, South Kensington

3. Centre for Paediatrics and Child Health, Imperial College London

4. Bernhard Nocht Institute for Tropical Medicine, Bernhard-Nocht-Strasse

5. Centre for Structural Systems Biology

6. Biology Department, University of Hamburg

7. Center for Medical Parasitology, Department of Immunology and Microbiology, University of Copenhagen

8. Department of Infectious Diseases, Copenhagen University Hospital

9. Department of Microbiology and Immunology, University of Melbourne

10. School of Biomedical Sciences, Faculty of Medicine & Health, UNSW, Kensington

11. School of Infection & Immunity, MVLS, University of Glasgow

12. German Center for Infection Research (DZIF), partner site Hamburg-Borstel-Lübeck-Riems

Abstract

The pathogenesis of severe Plasmodium falciparum malaria involves cytoadhesive microvascular sequestration of infected erythrocytes, mediated by P. falciparum erythrocyte membrane protein 1 (PfEMP1). PfEMP1 variants are encoded by the highly polymorphic family of var genes, the sequences of which are largely unknown in clinical samples. Previously, we published new approaches for var gene profiling and classification of predicted binding phenotypes in clinical P. falciparum isolates (Wichers et al., 2021), which represented a major technical advance. Building on this, we report here a novel method for var gene assembly and multidimensional quantification from RNA-sequencing that outperforms the earlier approach of Wichers et al., 2021, on both laboratory and clinical isolates across a combination of metrics. Importantly, the tool can interrogate the var transcriptome in context with the rest of the transcriptome and can be applied to enhance our understanding of the role of var genes in malaria pathogenesis. We applied this new method to investigate changes in var gene expression through early transition of parasite isolates to in vitro culture, using paired sets of ex vivo samples from our previous study, cultured for up to three generations. In parallel, changes in non-polymorphic core gene expression were investigated. Modest but unpredictable var gene switching and convergence towards var2csa were observed in culture, along with differential expression of 19% of the core transcriptome between paired ex vivo and generation 1 samples. Our results cast doubt on the validity of the common practice of using short-term cultured parasites to make inferences about in vivo phenotype and behaviour.

Funder

Welcome Trust

German Research Foundation

Wellcome Trust

Imperial College Research Computing Service

Publisher

eLife Sciences Publications, Ltd

Subject

General Immunology and Microbiology,General Biochemistry, Genetics and Molecular Biology,General Medicine,General Neuroscience

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