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全基因组关联研究严重恶性疟易感性:进展、陷阱和前景。

Genome-wide association studies of severe P. falciparum malaria susceptibility: progress, pitfalls and prospects.

机构信息

Division of Human Genetics, Department of Pathology, Institute of Infectious Disease and Molecular Medicine, Faculty of Health Sciences, University of Cape Town, Private Bag, Rondebosch, Cape Town, 7700, South Africa.

Aklilu Lema Institute of Pathobiology, Addis Ababa University, PO box 1176, Addis Ababa, Ethiopia.

出版信息

BMC Med Genomics. 2019 Aug 14;12(1):120. doi: 10.1186/s12920-019-0564-x.

Abstract

BACKGROUND

P. falciparum malaria has been recognized as one of the prominent evolutionary selective forces of human genome that led to the emergence of multiple host protective alleles. A comprehensive understanding of the genetic bases of severe malaria susceptibility and resistance can potentially pave ways to the development of new therapeutics and vaccines. Genome-wide association studies (GWASs) have recently been implemented in malaria endemic areas and identified a number of novel association genetic variants. However, there are several open questions around heritability, epistatic interactions, genetic correlations and associated molecular pathways among others. Here, we assess the progress and pitfalls of severe malaria susceptibility GWASs and discuss the biology of the novel variants.

RESULTS

We obtained all severe malaria susceptibility GWASs published thus far and accessed GWAS dataset of Gambian populations from European Phenome Genome Archive (EGA) through the MalariaGen consortium standard data access protocols. We noticed that, while some of the well-known variants including HbS and ABO blood group were replicated across endemic populations, only few novel variants were convincingly identified and their biological functions remain to be understood. We estimated SNP-heritability of severe malaria at 20.1% in Gambian populations and showed how advanced statistical genetic analytic methods can potentially be implemented in malaria susceptibility studies to provide useful functional insights.

CONCLUSIONS

The ultimate goal of malaria susceptibility study is to discover a novel causal biological pathway that provide protections against severe malaria; a fundamental step towards translational medicine such as development of vaccine and new therapeutics. Beyond singe locus analysis, the future direction of malaria susceptibility requires a paradigm shift from single -omics to multi-stage and multi-dimensional integrative functional studies that combines multiple data types from the human host, the parasite, the mosquitoes and the environment. The current biotechnological and statistical advances may eventually lead to the feasibility of systems biology studies and revolutionize malaria research.

摘要

背景

恶性疟原虫疟疾已被认为是人类基因组的主要进化选择因素之一,导致了多种宿主保护性等位基因的出现。全面了解严重疟疾易感性和抗性的遗传基础,可能为开发新的治疗方法和疫苗铺平道路。全基因组关联研究(GWAS)最近在疟疾流行地区实施,并确定了许多新的关联遗传变异。然而,围绕遗传率、上位性相互作用、遗传相关性和相关分子途径等,仍存在一些悬而未决的问题。在这里,我们评估了严重疟疾易感性 GWAS 的进展和陷阱,并讨论了新变体的生物学特性。

结果

我们获得了迄今为止发表的所有严重疟疾易感性 GWAS,并通过 MalariaGen 联盟标准数据访问协议从欧洲表型基因组档案(EGA)中获取了冈比亚人群的 GWAS 数据集。我们注意到,虽然一些众所周知的变体,包括 HbS 和 ABO 血型,在流行地区得到了复制,但只有少数新变体被令人信服地识别出来,其生物学功能仍有待理解。我们估计冈比亚人群中严重疟疾的 SNP 遗传率为 20.1%,并展示了如何在疟疾易感性研究中实施先进的统计遗传分析方法,以提供有用的功能见解。

结论

疟疾易感性研究的最终目标是发现一种新的因果生物学途径,为严重疟疾提供保护;这是转化医学的一个基本步骤,如疫苗和新疗法的开发。除了单一基因座分析外,疟疾易感性研究的未来方向需要从单一组学转变为多阶段和多维的综合功能研究,将来自人类宿主、寄生虫、蚊子和环境的多种数据类型结合起来。当前的生物技术和统计进展最终可能会导致系统生物学研究的可行性,并彻底改变疟疾研究。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8017/6693204/009eccb89a3a/12920_2019_564_Fig1_HTML.jpg

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