Seattle Children's Research Institute, Seattle, Washington, USA.
Goa Medical College & Hospital, Bambolim, Goa, India.
mBio. 2019 Apr 30;10(2):e00217-19. doi: 10.1128/mBio.00217-19.
The clinical presentation of severe malaria differs between children and adults, but the mechanistic basis for this remains unclear. Contributing factors to disease severity include total parasite biomass and the diverse cytoadhesive properties mediated by the polymorphic gene parasite ligand family displayed on infected erythrocytes. To explore these factors, we performed a multicohort analysis of the contribution of expression and parasite biomass to severe malaria in two previously published pediatric cohorts in Tanzania and Malawi and an adult cohort in India. Machine learning analysis revealed independent and complementary roles for adhesion types and parasite biomass in adult and pediatric severe malaria and showed that similar profiles, including upregulation of group A and DC8 , predict severe malaria in adults and children. Among adults, patients with multiorgan complications presented infections with significantly higher parasite biomass without significant differences in adhesion types. Conversely, pediatric patients with specific complications showed distinct signatures. Cerebral malaria patients showed broadly increased expression of genes, in particular group A and DC8 , while children with severe malaria anemia were classified based on high transcription of DC8 only. This study represents the first large multisite meta-analysis of expression, and it demonstrates the presence of common profiles in severe malaria patients of different ages across distant geographical sites, as well as syndrome-specific disease signatures. The complex associations between parasite biomass, adhesion type, and clinical presentation revealed here represent the most comprehensive picture so far of the relationship between cytoadhesion, parasite load, and clinical syndrome. malaria can cause multiple disease complications that differ by patient age. Previous studies have attempted to address the roles of parasite adhesion and biomass in disease severity; however, these studies have been limited to single geographical sites, and there is limited understanding of how parasite adhesion and biomass interact to influence disease manifestations. In this meta-analysis, we compared parasite disease determinants in African children and Indian adults. This study demonstrates that parasite biomass and specific subsets of genes are independently associated with detrimental outcomes in both childhood and adult malaria. We also explored how parasite adhesion types and biomass play different roles in the development of specific severe malaria pathologies, including childhood cerebral malaria and multiorgan complications in adults. This work represents the largest study to date of the role of both adhesion types and biomass in severe malaria.
严重疟疾在儿童和成人中的临床表现不同,但发病机制仍不清楚。导致疾病严重程度的因素包括寄生虫总生物量和感染红细胞上多态性寄生虫配体家族介导的各种细胞黏附特性。为了探索这些因素,我们对坦桑尼亚和马拉维的两个先前发表的儿科队列以及印度的一个成人队列中寄生虫基因表达和寄生虫生物量对严重疟疾的贡献进行了多队列分析。机器学习分析表明,在成人和儿科严重疟疾中,粘附类型和寄生虫生物量具有独立和互补的作用,并表明类似的表达谱,包括 A 组和 DC8 的上调,可预测成人和儿童的严重疟疾。在成人中,有多个器官并发症的患者感染的寄生虫生物量明显较高,但粘附类型没有显著差异。相反,具有特定并发症的儿科患者表现出不同的表达谱。脑型疟疾患者表现出广泛增加的基因表达,特别是 A 组和 DC8,而严重疟疾贫血的儿童则仅基于 DC8 的高转录来分类。本研究是对基因表达进行的首次大型多站点荟萃分析,它证明了不同年龄的严重疟疾患者在不同地理位置存在共同的表达谱,以及综合征特异性疾病特征。这里揭示的寄生虫生物量、粘附类型和临床表现之间的复杂关联代表了迄今为止对细胞粘附、寄生虫负荷和临床综合征之间关系的最全面描述。疟疾可引起多种不同的疾病并发症,其差异取决于患者年龄。先前的研究试图解决寄生虫粘附和生物量在疾病严重程度中的作用;然而,这些研究仅限于单个地理位置,并且对于寄生虫粘附和生物量如何相互作用影响疾病表现的了解有限。在这项荟萃分析中,我们比较了非洲儿童和印度成人的寄生虫疾病决定因素。该研究表明,寄生虫生物量和特定的粘附基因亚类与儿童和成人疟疾的不良结局独立相关。我们还探讨了寄生虫粘附类型和生物量如何在特定严重疟疾病理的发展中发挥不同的作用,包括儿童脑型疟疾和成人多器官并发症。这项工作是迄今为止关于严重疟疾中粘附类型和生物量作用的最大研究。