bioRxivGenomicsPreprint
Integrative genomics of Plasmodium knowlesi reveals parasite-intrinsic regulators of severe human malaria
Jacob A. F. WestawayiD, Ernest Diez BenaventeiD, Michal KucharskiiD, Sourav NayakiD, Duong TQ Huy, Sarah AuburniD, Timothy WilliamiD, Giri Shan RajahramiD, Kim A. PieraiD, Hidayat TrimarsantoiD, Kian Soon HooniD, Caitlin BourkeiD, Anisah Jantim, Abdul Marsudi Manah, William Gotulis, Robert William MooniD, Roberto AmatoiD, Bridget E. BarberiD, CHRIS J. DRAKELEYiD, Nicholas M. AnsteyiD, Matthew A. FieldiD, Zbynek BozdechiD, Matthew J. GriggiD
Abstract
To dissect parasite determinants of clinical disease severity in Plasmodium knowlesi, we performed the first integrative genome-wide association (GWAS), transcriptomic, and expression quantitative trait locus (eQTL) analysis from clinical malaria isolates. We identify distinct parasite programs associated with WHO-defined severe disease, characterized by transcriptional activation of stress-response and host-interaction pathways. In contrast, invasion-linked programs were more strongly associated with parasite burden, while immune-evasion pathways showed overlapping but distinct associations with both burden and severity. GWAS and eQTL analyses revealed genetic regulation of transcriptional states, including immune-evasion variant antigen families (SICAvar and kir) and chromatin-associated regulators. Mature gametocyte transcripts were detectable across infections, including those with low parasitaemia, indicating that transmission-stage expression occurs independently of both clinical severity and parasite density. Together, these findings show that severe P. knowlesi malaria is associated with genetically regulated parasite transcriptional programs that are not fully explained by parasite burden.
- organism: virus
- assay: bulk RNA-seq
- research focus: GWAS / association mapping
- research focus: gene regulatory network inference
- approach: statistical model
- Citations
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