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

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 influe...

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Autores principales: Beghain, Johann, Langlois, Anne-Claire, Legrand, Eric, Grange, Laura, Khim, Nimol, Witkowski, Benoit, Duru, Valentine, Ma, Laurence, Bouchier, Christiane, Ménard, Didier, Paul, Richard E., Ariey, Frédéric
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4828863/
https://www.ncbi.nlm.nih.gov/pubmed/27066902
http://dx.doi.org/10.1186/s12936-016-1258-x
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author Beghain, Johann
Langlois, Anne-Claire
Legrand, Eric
Grange, Laura
Khim, Nimol
Witkowski, Benoit
Duru, Valentine
Ma, Laurence
Bouchier, Christiane
Ménard, Didier
Paul, Richard E.
Ariey, Frédéric
author_facet Beghain, Johann
Langlois, Anne-Claire
Legrand, Eric
Grange, Laura
Khim, Nimol
Witkowski, Benoit
Duru, Valentine
Ma, Laurence
Bouchier, Christiane
Ménard, Didier
Paul, Richard E.
Ariey, Frédéric
author_sort Beghain, Johann
collection PubMed
description 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 whole-genome 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).
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spelling pubmed-48288632016-04-13 Plasmodium copy number variation scan: gene copy numbers evaluation in haploid genomes Beghain, Johann Langlois, Anne-Claire Legrand, Eric Grange, Laura Khim, Nimol Witkowski, Benoit Duru, Valentine Ma, Laurence Bouchier, Christiane Ménard, Didier Paul, Richard E. Ariey, Frédéric Malar J Research 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 whole-genome 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). BioMed Central 2016-04-12 /pmc/articles/PMC4828863/ /pubmed/27066902 http://dx.doi.org/10.1186/s12936-016-1258-x Text en © Beghain et al. 2016 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated.
spellingShingle Research
Beghain, Johann
Langlois, Anne-Claire
Legrand, Eric
Grange, Laura
Khim, Nimol
Witkowski, Benoit
Duru, Valentine
Ma, Laurence
Bouchier, Christiane
Ménard, Didier
Paul, Richard E.
Ariey, Frédéric
Plasmodium copy number variation scan: gene copy numbers evaluation in haploid genomes
title Plasmodium copy number variation scan: gene copy numbers evaluation in haploid genomes
title_full Plasmodium copy number variation scan: gene copy numbers evaluation in haploid genomes
title_fullStr Plasmodium copy number variation scan: gene copy numbers evaluation in haploid genomes
title_full_unstemmed Plasmodium copy number variation scan: gene copy numbers evaluation in haploid genomes
title_short Plasmodium copy number variation scan: gene copy numbers evaluation in haploid genomes
title_sort plasmodium copy number variation scan: gene copy numbers evaluation in haploid genomes
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4828863/
https://www.ncbi.nlm.nih.gov/pubmed/27066902
http://dx.doi.org/10.1186/s12936-016-1258-x
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