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.
引用
收藏
页码:3427 / 3439
页数:13
相关论文
共 58 条
[1]   Microsatellite markers reveal a spectrum of population structures in the malaria parasite Plasmodium falciparum [J].
Anderson, TJC ;
Haubold, B ;
Williams, JT ;
Estrada-Franco, JG ;
Richardson, L ;
Mollinedo, R ;
Bockarie, M ;
Mokili, J ;
Mharakurwa, S ;
French, N ;
Whitworth, J ;
Velez, ID ;
Brockman, AH ;
Nosten, F ;
Ferreira, MU ;
Day, KP .
MOLECULAR BIOLOGY AND EVOLUTION, 2000, 17 (10) :1467-1482
[2]   A Revised Timeline for the Origin of Plasmodium falciparum as a Human Pathogen [J].
Baron, Jason M. ;
Higgins, John M. ;
Dzik, Walter H. .
JOURNAL OF MOLECULAR EVOLUTION, 2011, 73 (5-6) :297-304
[3]   Duplication, gene conversion, and genetic diversity in the species-specific acyl-CoA synthetase gene family of Plasmodium falciparum [J].
Bethke, Lara L. ;
Zilversmit, Martine ;
Nielsen, Kaare ;
Daily, Johanna ;
Volkman, Sarah K. ;
Ndiaye, Daouda ;
Lozovsky, Elena R. ;
Hartl, Daniel L. ;
Wirth, Dyann F. .
MOLECULAR AND BIOCHEMICAL PARASITOLOGY, 2006, 150 (01) :10-24
[4]   The Plasmodium vivax genome sequencing project [J].
Carlton, J .
TRENDS IN PARASITOLOGY, 2003, 19 (05) :227-231
[5]   Proteome composition in Plasmodium falciparum:: Higher usage of GC-rich nonsynonymous codons in highly expressed genes [J].
Chanda, I ;
Pan, A ;
Dutta, C .
JOURNAL OF MOLECULAR EVOLUTION, 2005, 61 (04) :513-523
[6]   Genomic divergences between humans and other hominoids and the effective population size of the common ancestor of humans and chimpanzees [J].
Chen, FC ;
Li, WH .
AMERICAN JOURNAL OF HUMAN GENETICS, 2001, 68 (02) :444-456
[7]   LC/ESI-MS demonstrates the absence of 5-methyl-2′-deoxycytosine in Plasmodium falciparum genomic DNA [J].
Choi, Sang-Woon ;
Keyes, Mary K. ;
Horrocks, Paul .
MOLECULAR AND BIOCHEMICAL PARASITOLOGY, 2006, 150 (02) :350-352
[8]   Origin of Plasmodium falciparum malaria is traced by mitochondrial DNA [J].
Conway, DJ ;
Fanello, C ;
Lloyd, JM ;
Al-Joubori, BMAS ;
Baloch, AH ;
Somanath, SD ;
Roper, C ;
Oduola, AMJ ;
Mulder, B ;
Povoa, MM ;
Singh, B ;
Thomas, AW .
MOLECULAR AND BIOCHEMICAL PARASITOLOGY, 2000, 111 (01) :163-171
[9]   Activation of Toll-like receptor 9 by DNA from different bacterial species [J].
Dalpke, A ;
Frank, J ;
Peter, M ;
Heeg, M .
INFECTION AND IMMUNITY, 2006, 74 (02) :940-946
[10]   A framework for variation discovery and genotyping using next-generation DNA sequencing data [J].
DePristo, Mark A. ;
Banks, Eric ;
Poplin, Ryan ;
Garimella, Kiran V. ;
Maguire, Jared R. ;
Hartl, Christopher ;
Philippakis, Anthony A. ;
del Angel, Guillermo ;
Rivas, Manuel A. ;
Hanna, Matt ;
McKenna, Aaron ;
Fennell, Tim J. ;
Kernytsky, Andrew M. ;
Sivachenko, Andrey Y. ;
Cibulskis, Kristian ;
Gabriel, Stacey B. ;
Altshuler, David ;
Daly, Mark J. .
NATURE GENETICS, 2011, 43 (05) :491-+