Transcriptomic analysis reveals reduced transcriptional activity in the malaria parasite Plasmodium cynomolgi during progression into dormancy

Abstract

Relapses of Plasmodium dormant liver hypnozoites compromise malaria eradication efforts. New radical cure drugs are urgently needed, yet the vast gap in knowledge of hypnozoite biology impedes drug discovery. We previously unraveled the transcriptome of 6 to 7 day-old P. cynomolgi liver stages, highlighting pathways associated with hypnozoite dormancy (Voorberg-van der Wel, 2017). We now extend these findings by transcriptome profiling of 9 to 10 day-old liver stage parasites, thus revealing for the first time the maturation of the dormant stage over time. Although progression of dormancy leads to a 10-fold decrease in transcription and expression of only 840 genes, including genes associated with housekeeping functions, we show that pathways involved in quiescence, energy metabolism and maintenance of genome integrity remain the prevalent pathways active in mature hypnozoites.

Data availability

The raw RNA-sequencing reads are available in the NCBI Short Read Archive (https://www.ncbi.nlm.nih.gov/sra) under accession number SRP096160.

The following data sets were generated
The following previously published data sets were used

Article and author information

Author details

  1. Nicole L Bertschi

    Chemical Biology and Therapeutics, Novartis Institutes for BioMedical Research, Basel, Switzerland
    Competing interests
    Nicole L Bertschi, employed by and/or shareholders of Novartis Pharma AG.
  2. Annemarie Voorberg-van der Wel

    Department of Parasitology, Biomedical Primate Research Centre, Rijswijk, Netherlands
    Competing interests
    No competing interests declared.
    ORCID icon "This ORCID iD identifies the author of this article:" 0000-0001-9403-0515
  3. Anne-Marie Zeeman

    Department of Parasitology, Biomedical Primate Research Centre, Rijswijk, Netherlands
    Competing interests
    No competing interests declared.
  4. Sven Schuierer

    Chemical Biology and Therapeutics, Novartis Institutes for BioMedical Research, Basel, Switzerland
    Competing interests
    Sven Schuierer, employed by and/or shareholders of Novartis Pharma AG.
  5. Florian Nigsch

    Chemical Biology and Therapeutics, Novartis Institutes for BioMedical Research, Basel, Switzerland
    Competing interests
    Florian Nigsch, employed by and/or shareholders of Novartis Pharma AG.
  6. Walter Carbone

    Developmental and Molecular Pathways, Novartis Institutes for BioMedical Research, Basel, Switzerland
    Competing interests
    Walter Carbone, employed by and/or shareholders of Novartis Pharma AG.
    ORCID icon "This ORCID iD identifies the author of this article:" 0000-0001-6150-8295
  7. Judith Knehr

    Developmental and Molecular Pathways, Novartis Institutes for BioMedical Research, Basel, Switzerland
    Competing interests
    Judith Knehr, employed by and/or shareholders of Novartis Pharma AG.
  8. Devendra Kumar Gupta

    Novartis Institute for Tropical Diseases, Emeryville, United States
    Competing interests
    Devendra Kumar Gupta, employed by and/or shareholders of Novartis Pharma AG.
  9. Sam O Hofman

    Department of Parasitology, Biomedical Primate Research Centre, Rijswijk, Netherlands
    Competing interests
    No competing interests declared.
  10. Nicole van der Werff

    Department of Parasitology, Biomedical Primate Research Centre, Rijswijk, Netherlands
    Competing interests
    No competing interests declared.
  11. Ivonne Nieuwenhuis

    Department of Parasitology, Biomedical Primate Research Centre, Rijswijk, Netherlands
    Competing interests
    No competing interests declared.
  12. Els Klooster

    Department of Parasitology, Biomedical Primate Research Centre, Rijswijk, Netherlands
    Competing interests
    No competing interests declared.
  13. Bart W Faber

    Department of Parasitology, Biomedical Primate Research Centre, Rijswijk, Netherlands
    Competing interests
    No competing interests declared.
  14. Erika L Flannery

    Novartis Institute for Tropical Diseases, Emeryville, United States
    Competing interests
    Erika L Flannery, employed by and/or shareholders of Novartis Pharma AG.
    ORCID icon "This ORCID iD identifies the author of this article:" 0000-0003-0665-7954
  15. Sebastian Mikolajczak

    Novartis Institute for Tropical Diseases, Emeryville, United States
    Competing interests
    Sebastian Mikolajczak, employed by and/or shareholders of Novartis Pharma AG.
  16. Binesh Shrestha

    Chemical Biology and Therapeutics, Novartis Institutes for BioMedical Research, Basel, Switzerland
    Competing interests
    Binesh Shrestha, employed by and/or shareholders of Novartis Pharma AG.
  17. Martin Beibel

    Developmental and Molecular Pathways, Novartis Institutes for BioMedical Research, Basel, Switzerland
    Competing interests
    Martin Beibel, employed by and/or shareholders of Novartis Pharma AG.
  18. Tewis Bouwmeester

    Chemical Biology and Therapeutics, Novartis Institutes for BioMedical Research, Basel, Switzerland
    Competing interests
    Tewis Bouwmeester, employed by and/or shareholders of Novartis Pharma AG.
  19. Niwat Kangwanrangsan

    Department of Pathobiology, Faculty of Science, Mahidol University, Bangkok, Thailand
    Competing interests
    No competing interests declared.
  20. Jetsumon Sattabongkot

    Mahidol Vivax Research Unit, Faculty of Tropical Medicine, Mahidol University, Bangkok, Thailand
    Competing interests
    No competing interests declared.
    ORCID icon "This ORCID iD identifies the author of this article:" 0000-0002-3938-4588
  21. Thierry Tidiane Diagana

    Novartis Institute for Tropical Diseases, Emeryville, United States
    Competing interests
    Thierry Tidiane Diagana, employed by and/or shareholders of Novartis Pharma AG.
    ORCID icon "This ORCID iD identifies the author of this article:" 0000-0002-8520-5683
  22. Clemens H M Kocken

    Department of Parasitology, Biomedical Primate Research Centre, Rijswijk, Netherlands
    For correspondence
    kocken@bprc.nl
    Competing interests
    No competing interests declared.
  23. Guglielmo Roma

    Chemical Biology and Therapeutics, Novartis Institutes for BioMedical Research, Basel, Switzerland
    For correspondence
    guglielmo.roma@novartis.com
    Competing interests
    Guglielmo Roma, employed by and shareholders of Novartis Pharma AG.
    ORCID icon "This ORCID iD identifies the author of this article:" 0000-0002-8020-4219

Funding

Bill and Melinda Gates Foundation

  • Thierry Tidiane Diagana
  • Clemens H M Kocken
  • Guglielmo Roma

Wellcome

  • Thierry Tidiane Diagana
  • Clemens H M Kocken

Medicines for Malaria Venture

  • Thierry Tidiane Diagana
  • Clemens H M Kocken

The funders had no role in study design, data collection and interpretation, or the decision to submit the work for publication.

Reviewing Editor

  1. Urszula Krzych, Walter Reed Army Institute of Research, United States

Ethics

Animal experimentation: Nonhuman primates were used because no other models (in vitro or in vivo) were suitable for the aims of this project. The research protocol was approved by the local independent ethical committee conform Dutch law (BPRC Dier Experimenten Commissie, DEC, agreement number #708). Details are described by Voorberg-van der Wel [4].

Version history

  1. Received: August 28, 2018
  2. Accepted: December 23, 2018
  3. Accepted Manuscript published: December 27, 2018 (version 1)
  4. Version of Record published: January 23, 2019 (version 2)

Copyright

© 2018, Bertschi et al.

This article is distributed under the terms of the Creative Commons Attribution License permitting unrestricted use and redistribution provided that the original author and source are credited.

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  1. Nicole L Bertschi
  2. Annemarie Voorberg-van der Wel
  3. Anne-Marie Zeeman
  4. Sven Schuierer
  5. Florian Nigsch
  6. Walter Carbone
  7. Judith Knehr
  8. Devendra Kumar Gupta
  9. Sam O Hofman
  10. Nicole van der Werff
  11. Ivonne Nieuwenhuis
  12. Els Klooster
  13. Bart W Faber
  14. Erika L Flannery
  15. Sebastian Mikolajczak
  16. Binesh Shrestha
  17. Martin Beibel
  18. Tewis Bouwmeester
  19. Niwat Kangwanrangsan
  20. Jetsumon Sattabongkot
  21. Thierry Tidiane Diagana
  22. Clemens H M Kocken
  23. Guglielmo Roma
(2018)
Transcriptomic analysis reveals reduced transcriptional activity in the malaria parasite Plasmodium cynomolgi during progression into dormancy
eLife 7:e41081.
https://doi.org/10.7554/eLife.41081

Share this article

https://doi.org/10.7554/eLife.41081

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    Background:

    End-stage renal disease (ESRD) patients experience immune compromise characterized by complex alterations of both innate and adaptive immunity, and results in higher susceptibility to infection and lower response to vaccination. This immune compromise, coupled with greater risk of exposure to infectious disease at hemodialysis (HD) centers, underscores the need for examination of the immune response to the COVID-19 mRNA-based vaccines.

    Methods:

    The immune response to the COVID-19 BNT162b2 mRNA vaccine was assessed in 20 HD patients and cohort-matched controls. RNA sequencing of peripheral blood mononuclear cells was performed longitudinally before and after each vaccination dose for a total of six time points per subject. Anti-spike antibody levels were quantified prior to the first vaccination dose (V1D0) and 7 d after the second dose (V2D7) using anti-spike IgG titers and antibody neutralization assays. Anti-spike IgG titers were additionally quantified 6 mo after initial vaccination. Clinical history and lab values in HD patients were obtained to identify predictors of vaccination response.

    Results:

    Transcriptomic analyses demonstrated differing time courses of immune responses, with prolonged myeloid cell activity in HD at 1 wk after the first vaccination dose. HD also demonstrated decreased metabolic activity and decreased antigen presentation compared to controls after the second vaccination dose. Anti-spike IgG titers and neutralizing function were substantially elevated in both controls and HD at V2D7, with a small but significant reduction in titers in HD groups (p<0.05). Anti-spike IgG remained elevated above baseline at 6 mo in both subject groups. Anti-spike IgG titers at V2D7 were highly predictive of 6-month titer levels. Transcriptomic biomarkers after the second vaccination dose and clinical biomarkers including ferritin levels were found to be predictive of antibody development.

    Conclusions:

    Overall, we demonstrate differing time courses of immune responses to the BTN162b2 mRNA COVID-19 vaccination in maintenance HD subjects comparable to healthy controls and identify transcriptomic and clinical predictors of anti-spike IgG titers in HD. Analyzing vaccination as an in vivo perturbation, our results warrant further characterization of the immune dysregulation of ESRD.

    Funding:

    F30HD102093, F30HL151182, T32HL144909, R01HL138628. This research has been funded by the University of Illinois at Chicago Center for Clinical and Translational Science (CCTS) award UL1TR002003.

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