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Genomic Sequencing of Plasmodium falciparum Malaria Parasites from Senegal Reveals the Demographic History of the Population
被引:47
作者:
Chang, Hsiao-Han
[1
]
Park, Daniel J.
[1
,2
]
Galinsky, Kevin J.
[2
]
Schaffner, Stephen F.
[2
]
Ndiaye, Daouda
[3
]
Ndir, Omar
[3
]
Mboup, Souleymane
[3
]
Wiegand, Roger C.
[2
]
Volkman, Sarah K.
[2
,4
,5
]
Sabeti, Pardis C.
[1
,2
,6
]
Wirth, Dyann F.
[2
,4
]
Neafsey, Daniel E.
[2
]
Hartl, Daniel L.
[1
]
机构:
[1] Harvard Univ, Dept Organism & Evolutionary Biol, Cambridge, MA 02138 USA
[2] Broad Inst, Cambridge, MA USA
[3] Cheikh Anta Diop Univ, Fac Med & Pharm, Dakar, Senegal
[4] Harvard Univ, Dept Immunol & Infect Dis, Sch Publ Hlth, Cambridge, MA 02138 USA
[5] Simmons Coll, Sch Nursing & Hlth Sci, Boston, MA USA
[6] Harvard Univ, FAS Ctr Syst Biol, Cambridge, MA 02138 USA
基金:
美国国家卫生研究院;
美国国家科学基金会;
关键词:
P;
falciparum;
population expansion;
base composition;
selection;
MULTILOCUS GENOTYPE DATA;
RECOMBINATION RATE;
MITOCHONDRIAL-DNA;
GENETIC DIVERSITY;
NATURAL-SELECTION;
SEGREGATING SITES;
BASE COMPOSITION;
ORIGIN;
POLYMORPHISM;
GENOMEWIDE;
D O I:
10.1093/molbev/mss161
中图分类号:
Q5 [生物化学];
Q7 [分子生物学];
学科分类号:
071010 ;
081704 ;
摘要:
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 similar to 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.
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页码:3427 / 3439
页数:13
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