Department of Organismic and Evolutionary Biology, Harvard University.
Mol Biol Evol. 2012 Nov;29(11):3427-39. doi: 10.1093/molbev/mss161. Epub 2012 Jun 24.
Malaria is a deadly disease that causes nearly one million deaths each year. To develop methods to control and eradicate malaria, it is important to understand the genetic basis of Plasmodium falciparum adaptations to antimalarial treatments and the human immune system while taking into account its demographic history. To study the demographic history and identify genes under selection more efficiently, we sequenced the complete genomes of 25 culture-adapted P. falciparum isolates from three sites in Senegal. We show that there is no significant population structure among these Senegal sampling sites. By fitting demographic models to the synonymous allele-frequency spectrum, we also estimated a major 60-fold population expansion of this parasite population ∼20,000-40,000 years ago. Using inferred demographic history as a null model for coalescent simulation, we identified candidate genes under selection, including genes identified before, such as pfcrt and PfAMA1, as well as new candidate genes. Interestingly, we also found selection against G/C to A/T changes that offsets the large mutational bias toward A/T, and two unusual patterns: similar synonymous and nonsynonymous allele-frequency spectra, and 18% of genes having a nonsynonymous-to-synonymous polymorphism ratio >1.
疟疾是一种致命疾病,每年导致近 100 万人死亡。为了开发控制和消灭疟疾的方法,了解恶性疟原虫对抗疟药物和人体免疫系统的适应的遗传基础至关重要,同时要考虑到它的人口历史。为了研究人口历史和更有效地鉴定选择下的基因,我们对来自塞内加尔三个地点的 25 株培养适应的恶性疟原虫分离株的全基因组进行了测序。我们表明,这些塞内加尔采样地点之间没有明显的种群结构。通过将人口统计学模型拟合到同义等位基因频率谱中,我们还估计了这个寄生虫种群在大约 20000 到 40000 年前发生了 60 倍的大规模扩张。使用推断的人口历史作为合并模拟的零模型,我们鉴定了选择下的候选基因,包括之前鉴定的基因,如 pfcrt 和 PfAMA1,以及新的候选基因。有趣的是,我们还发现了对 G/C 到 A/T 变化的选择,这抵消了对 A/T 的大量突变偏向,以及两种不寻常的模式:相似的同义和非同义等位基因频率谱,以及 18%的基因具有非同义到同义多态性比值>1。