Integrated pathogen load and dual transcriptome analysis of systemic host-pathogen interactions in severe malaria

被引:94
作者
Lee, Hyun Jae [1 ,6 ]
Georgiadou, Athina [2 ]
Walther, Michael [3 ]
Nwakanma, Davis [3 ]
Stewart, Lindsay B. [4 ]
Levin, Michael [2 ]
Otto, Thomas D. [5 ,7 ]
Conway, David J. [4 ]
Coin, Lachlan J. [1 ]
Cunnington, Aubrey J. [2 ]
机构
[1] Univ Queensland, Inst Mol Biosci, Brisbane, Qld 4072, Australia
[2] Imperial Coll, Sect Paediat, London W2 1PG, England
[3] London Sch Hyg & Trop Med, Med Res Council Unit Gambia, POB 273, Fajara, Gambia
[4] London Sch Hyg & Trop Med, Dept Pathogen Mol Biol, London WC1E 7HT, England
[5] Wellcome Trust Sanger Ctr, Cambridge CB10 1SA, England
[6] Royal Brisbane Hosp, Queensland Inst Med Res, Berghofer Med Res Inst, Locked Bag 2000, Brisbane, Qld 4029, Australia
[7] Univ Glasgow, Ctr Immunobiol, Inst Infect Immun & Inflammat, Coll Med Vet & Life Sci, Glasgow G12 8QQ, Lanark, Scotland
基金
英国生物技术与生命科学研究理事会; 英国惠康基金; 欧洲研究理事会;
关键词
PLASMODIUM-FALCIPARUM MALARIA; DIFFERENTIAL EXPRESSION ANALYSIS; NEUTROPHIL EXTRACELLULAR TRAPS; EXPERIMENTAL CEREBRAL MALARIA; RED-BLOOD-CELLS; RNA-SEQ; PARASITE SEQUESTRATION; AFRICAN CHILDREN; GENE-EXPRESSION; INFECTION;
D O I
10.1126/scitranslmed.aar3619
中图分类号
Q2 [细胞生物学];
学科分类号
071009 ; 090102 ;
摘要
The pathogenesis of infectious diseases depends on the interaction of host and pathogen. In Plasmodium falciparum malaria, host and parasite processes can be assessed by dual RNA sequencing of blood from infected patients. We performed dual transcriptome analyses on samples from 46 malaria-infected Gambian children to reveal mechanisms driving the systemic pathophysiology of severe malaria. Integrating these transcriptomic data with estimates of parasite load and detailed clinical information allowed consideration of potentially confounding effects due to differing leukocyte proportions in blood, parasite developmental stage, and whole-body pathogen load. We report hundreds of human and parasite genes differentially expressed between severe and uncomplicated malaria, with distinct profiles associated with coma, hyperlactatemia, and thrombocytopenia. High expression of neutrophil granule-related genes was consistently associated with all severe malaria phenotypes. We observed severity-associated variation in the expression of parasite genes, which determine cytoadhesion to vascular endothelium, rigidity of infected erythrocytes, and parasite growth rate. Up to 99% of human differential gene expression in severe malaria was driven by differences in parasite load, whereas parasite gene expression showed little association with parasite load. Coexpression analyses revealed interactions between human and P. falciparum, with prominent co-regulation of translation genes in severe malaria between host and parasite. Multivariate analyses suggested that increased expression of granulopoiesis and interferon-gamma-related genes, together with inadequate suppression of type 1 interferon signaling, best explained severity of infection. These findings provide a framework for understanding the contributions of host and parasite to the pathogenesis of severe malaria and identifying new treatments.
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页数:15
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