Plasmodium copy number variation scan: gene copy numbers evaluation in haploid genomes

被引:28
作者
Beghain, Johann [1 ]
Langlois, Anne-Claire [2 ]
Legrand, Eric [1 ]
Grange, Laura [3 ]
Khim, Nimol [2 ]
Witkowski, Benoit [2 ]
Duru, Valentine [2 ]
Ma, Laurence [4 ]
Bouchier, Christiane [4 ]
Menard, Didier [2 ]
Paul, Richard E. [3 ]
Ariey, Frederic [5 ]
机构
[1] Inst Pasteur, Genome & Genom Insectes Vecteurs, Paris, France
[2] Inst Pasteur Cambodge, Epidemiol Mol Paludisme, Phnom Penh, Cambodia
[3] Inst Pasteur, Genet Fonct Malad Infect, Paris, France
[4] Inst Pasteur, Plate Forme Genom, Paris, France
[5] Univ Paris 05, Sorbonne Paris Cite, Inst Cochin, INSERM,U1016, Paris, France
关键词
Malaria; Anti-malarial drug resistance; Copy number variation; Bioinformatics; EVOLUTION;
D O I
10.1186/s12936-016-1258-x
中图分类号
R51 [传染病];
学科分类号
100201 [内科学];
摘要
Background: In eukaryotic genomes, deletion or amplification rates have been estimated to be a thousand more frequent than single nucleotide variation. In Plasmodium falciparum, relatively few transcription factors have been identified, and the regulation of transcription is seemingly largely influenced by gene amplification events. Thus copy number variation (CNV) is a major mechanism enabling parasite genomes to adapt to new environmental changes. Methods: Currently, the detection of CNVs is based on quantitative PCR (qPCR), which is significantly limited by the relatively small number of genes that can be analysed at any one time. Technological advances that facilitate wholegenome sequencing, such as next generation sequencing (NGS) enable deeper analyses of the genomic variation to be performed. Because the characteristics of Plasmodium CNVs need special consideration in algorithms and strategies for which classical CNV detection programs are not suited a dedicated algorithm to detect CNVs across the entire exome of P. falciparum was developed. This algorithm is based on a custom read depth strategy through NGS data and called PlasmoCNVScan. Results: The analysis of CNV identification on three genes known to have different levels of amplification and which are located either in the nuclear, apicoplast or mitochondrial genomes is presented. The results are correlated with the qPCR experiments, usually used for identification of locus specific amplification/deletion. Conclusions: This tool will facilitate the study of P. falciparum genomic adaptation in response to ecological changes: drug pressure, decreased transmission, reduction of the parasite population size (transition to pre-elimination endemic area).
引用
收藏
页数:6
相关论文
共 18 条
[1]
CNVnator: An approach to discover, genotype, and characterize typical and atypical CNVs from family and population genome sequencing [J].
Abyzov, Alexej ;
Urban, Alexander E. ;
Snyder, Michael ;
Gerstein, Mark .
GENOME RESEARCH, 2011, 21 (06) :974-984
[2]
[Anonymous], 2014, WORLD MAL REP 2014
[3]
A molecular marker of artemisinin-resistant Plasmodium falciparum malaria [J].
Ariey, Frederic ;
Witkowski, Benoit ;
Amaratunga, Chanaki ;
Beghain, Johann ;
Langlois, Anne-Claire ;
Khim, Nimol ;
Kim, Saorin ;
Duru, Valentine ;
Bouchier, Christiane ;
Ma, Laurence ;
Lim, Pharath ;
Leang, Rithea ;
Duong, Socheat ;
Sreng, Sokunthea ;
Suon, Seila ;
Chuor, Char Meng ;
Bout, Denis Mey ;
Menard, Sandie ;
Rogers, William O. ;
Genton, Blaise ;
Fandeur, Thierry ;
Miotto, Olivo ;
Ringwald, Pascal ;
Le Bras, Jacques ;
Berry, Antoine ;
Barale, Jean-Christophe ;
Fairhurst, Rick M. ;
Benoit-Vical, Franoise ;
Mercereau-Puijalon, Odile ;
Menard, Didier .
NATURE, 2014, 505 (7481) :50-+
[4]
Discovery of the principal specific transcription factors of Apicomplexa and their implication for the evolution of the AP2-integrase DNA binding domains [J].
Balaji, S ;
Babu, MM ;
Iyer, LM ;
Aravind, L .
NUCLEIC ACIDS RESEARCH, 2005, 33 (13) :3994-4006
[5]
Mitotic Evolution of Plasmodium falciparum Shows a Stable Core Genome but Recombination in Antigen Families [J].
Bopp, Selina E. R. ;
Manary, Micah J. ;
Bright, A. Taylor ;
Johnston, Geoffrey L. ;
Dharia, Neekesh V. ;
Luna, Fabio L. ;
McCormack, Susan ;
Plouffe, David ;
McNamara, Case W. ;
Walker, John R. ;
Fidock, David A. ;
Denchi, Eros Lazzerini ;
Winzeler, Elizabeth A. .
PLOS GENETICS, 2013, 9 (02)
[6]
The population genetics of structural variation [J].
Conrad, Donald F. ;
Hurles, Matthew E. .
NATURE GENETICS, 2007, 39 (Suppl 7) :S30-S36
[7]
Comparative genomics of transcriptional control in the human malaria parasite Plasmodium falciparum [J].
Coulson, RMR ;
Hall, N ;
Ouzounis, CA .
GENOME RESEARCH, 2004, 14 (08) :1548-1554
[8]
Contribution of the pfmdr1 gene to antimalarial drug-resistance [J].
Duraisingh, MT ;
Cowman, AF .
ACTA TROPICA, 2005, 94 (03) :181-190
[9]
Methods for Quantifying Gene Expression in Ecoimmunology: From qPCR to RNA-Seq [J].
Fassbinder-Orth, Carol A. .
INTEGRATIVE AND COMPARATIVE BIOLOGY, 2014, 54 (03) :396-406
[10]
Genome sequence of the human malaria parasite Plasmodium falciparum [J].
Gardner, MJ ;
Hall, N ;
Fung, E ;
White, O ;
Berriman, M ;
Hyman, RW ;
Carlton, JM ;
Pain, A ;
Nelson, KE ;
Bowman, S ;
Paulsen, IT ;
James, K ;
Eisen, JA ;
Rutherford, K ;
Salzberg, SL ;
Craig, A ;
Kyes, S ;
Chan, MS ;
Nene, V ;
Shallom, SJ ;
Suh, B ;
Peterson, J ;
Angiuoli, S ;
Pertea, M ;
Allen, J ;
Selengut, J ;
Haft, D ;
Mather, MW ;
Vaidya, AB ;
Martin, DMA ;
Fairlamb, AH ;
Fraunholz, MJ ;
Roos, DS ;
Ralph, SA ;
McFadden, GI ;
Cummings, LM ;
Subramanian, GM ;
Mungall, C ;
Venter, JC ;
Carucci, DJ ;
Hoffman, SL ;
Newbold, C ;
Davis, RW ;
Fraser, CM ;
Barrell, B .
NATURE, 2002, 419 (6906) :498-511