BACKGROUND:Plasmodium falciparum malaria remains a major health problem in Africa. The mechanisms of pathogenesis are not fully understood. Transcriptomic studies may provide new insights into molecular pathways involved in the severe form of the disease. METHODS:Blood transcriptional levels were assessed in patients with cerebral malaria, non-cerebral malaria, or mild malaria by using microarray technology to look for gene expression profiles associated with clinical status. Multi-way ANOVA was used to extract differentially expressed genes. Network and pathways analyses were used to detect enrichment for biological pathways. RESULTS:We identified a set of 443 genes that were differentially expressed in the three patient groups after applying a false discovery rate of 10%. Since the cerebral patients displayed a particular transcriptional pattern, we focused our analysis on the differences between cerebral malaria patients and mild malaria patients. We further found 842 differentially expressed genes after applying a false discovery rate of 10%. Unsupervised hierarchical clustering of cerebral malaria-informative genes led to clustering of the cerebral malaria patients. The support vector machine method allowed us to correctly classify five out of six cerebral malaria patients and six of six mild malaria patients. Furthermore, the products of the differentially expressed genes were mapped onto a human protein-protein network. This led to the identification of the proteins with the highest number of interactions, including GSK3B, RELA, and APP. The enrichment analysis of the gene functional annotation indicates that genes involved in immune signalling pathways play a role in the occurrence of cerebral malaria. These include BCR-, TCR-, TLR-, cytokine-, FcεRI-, and FCGR- signalling pathways and natural killer cell cytotoxicity pathways, which are involved in the activation of immune cells. In addition, our results revealed an enrichment of genes involved in Alzheimer's disease. CONCLUSIONS:In the present study, we examine a set of genes whose expression differed in cerebral malaria patients and mild malaria patients. Moreover, our results provide new insights into the potential effect of the dysregulation of gene expression in immune pathways. Host genetic variation may partly explain such alteration of gene expression. Further studies are required to investigate this in African populations.

译文

背景:恶性疟原虫疟疾仍然是非洲的主要健康问题。发病机理尚不完全清楚。转录组学研究可能会为这种疾病的严重形式所涉及的分子途径提供新的见解。
方法:通过使用微阵列技术寻找与临床状况相关的基因表达谱,对脑疟疾,非脑疟疾或轻度疟疾患者的血液转录水平进行了评估。多向方差分析用于提取差异表达的基因。网络和途径分析用于检测生物途径的富集。
结果:我们鉴定出一组443个基因,在应用10%的错误发现率后,在三个患者组中差异表达。由于脑病患者表现出特定的转录方式,因此我们将分析重点放在脑疟疾患者和轻度疟疾患者之间的差异上。在应用10%的错误发现率之后,我们进一步发现了842个差异表达的基因。大脑信息信息基因的无监督分层聚类导致了脑疟患者的聚类。支持向量机方法使我们能够正确地对六名脑部疟疾患者中的五名和六名轻度疟疾患者中的六名进行分类。此外,差异表达基因的产物被定位到人蛋白质-蛋白质网络上。这导致鉴定出具有最高相互作用数的蛋白质,包括GSK3B,RELA和APP。基因功能注释的富集分析表明,参与免疫信号通路的基因在脑疟疾的发生中起作用。这些包括BCR-,TCR-,TLR-,细胞因子-,FcεRI-和FCGR-信号传导途径以及天然杀伤细胞的细胞毒性途径,它们参与免疫细胞的活化。此外,我们的研究结果揭示了与阿尔茨海默氏病有关的基因丰富。
结论:在本研究中,我们检查了一组基因,它们在脑型疟疾患者和轻度疟疾患者中的表达均不同。此外,我们的结果为免疫途径中基因表达失调的潜在影响提供了新的见解。宿主遗传变异可能部分解释了基因表达的这种改变。需要进一步的研究以调查非洲人口的情况。

+1
+2
100研值 100研值 ¥99课程
检索文献一次
下载文献一次

去下载>

成功解锁2个技能,为你点赞

《SCI写作十大必备语法》
解决你的SCI语法难题!

技能熟练度+1

视频课《玩转文献检索》
让你成为检索达人!

恭喜完成新手挑战

手机微信扫一扫,添加好友领取

免费领《Endnote文献管理工具+教程》

微信扫码, 免费领取

手机登录

获取验证码
登录