Reference-free population genomics from next-generation transcriptome data and the vertebrate–invertebrate gap

In animals, the population genomic literature is dominated by two taxa, namely mammals and drosophilids, in which fully sequenced, well-annotated genomes have been available for years. Data from other metazoan phyla are scarce, probably because the vast majority of living species still lack a closely related reference genome. Here we achieve de novo, reference-free population genomic analysis from wild samples in five non-model animal species, based on next-generation sequencing transcriptome data. We introduce a pipe-line for cDNA assembly, read mapping, SNP/genotype calling, and data cleaning, with specific focus on the issue of hidden paralogy detection. In two species for which a reference genome is available, similar results were obtained whether the reference was used or not, demonstrating the robustness of our de novo inferences. The population genomic profile of a hare, a turtle, an oyster, a tunicate, and a termite were found to be intermediate between those of human and Drosophila, indicating that the discordant genomic diversity patterns that have been reported between these two species do not reflect a generalized vertebrate versus invertebrate gap. The genomic average diversity was generally higher in invertebrates than in vertebrates (with the notable exception of termite), in agreement with the notion that population size tends to be larger in the former than in the latter. The non-synonymous to synonymous ratio, however, did not differ significantly between vertebrates and invertebrates, even though it was negatively correlated with genetic diversity within each of the two groups. This study opens promising perspective regarding genome-wide population analyses of non-model organisms and the influence of population size on non-synonymous versus synonymous diversity.

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Main Authors: Gayral, Philippe, Melo-Ferreira, José, Glemin, Sylvain, Bierne, Nicolas, Carneiro, Miguel, Nabholz, Benoit, Lourenco, Joao M., Alves, Paulo, Ballenghien, Marion, Faivre, Nicolas, Belkhir, Khalid, Cahais, Vincent, Loire, Etienne, Bernard, Aurélien, Galtier, Nicolas
Format: article biblioteca
Language:eng
Subjects:L10 - Génétique et amélioration des animaux, U30 - Méthodes de recherche, génomique, génie génétique, modèle animal, génétique des populations, population animale, Invertébré, mammifère, Ostrea, lièvre, Reticulitermes, Emydidae, étude de cas, méthodologie, taille du groupe, http://aims.fao.org/aos/agrovoc/c_92382, http://aims.fao.org/aos/agrovoc/c_15974, http://aims.fao.org/aos/agrovoc/c_34782, http://aims.fao.org/aos/agrovoc/c_34326, http://aims.fao.org/aos/agrovoc/c_435, http://aims.fao.org/aos/agrovoc/c_3929, http://aims.fao.org/aos/agrovoc/c_4560, http://aims.fao.org/aos/agrovoc/c_5447, http://aims.fao.org/aos/agrovoc/c_3496, http://aims.fao.org/aos/agrovoc/c_6537, http://aims.fao.org/aos/agrovoc/c_32575, http://aims.fao.org/aos/agrovoc/c_24392, http://aims.fao.org/aos/agrovoc/c_12522, http://aims.fao.org/aos/agrovoc/c_24852,
Online Access:http://agritrop.cirad.fr/577325/
http://agritrop.cirad.fr/577325/1/journal.pgen.1003457.pdf
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spelling dig-cirad-fr-5773252024-01-28T22:51:50Z http://agritrop.cirad.fr/577325/ http://agritrop.cirad.fr/577325/ Reference-free population genomics from next-generation transcriptome data and the vertebrate–invertebrate gap. Gayral Philippe, Melo-Ferreira José, Glemin Sylvain, Bierne Nicolas, Carneiro Miguel, Nabholz Benoit, Lourenco Joao M., Alves Paulo, Ballenghien Marion, Faivre Nicolas, Belkhir Khalid, Cahais Vincent, Loire Etienne, Bernard Aurélien, Galtier Nicolas. 2013. PLoS Genetics, 9 (4):e1003457, 15 p.https://doi.org/10.1371/journal.pgen.1003457 <https://doi.org/10.1371/journal.pgen.1003457> Reference-free population genomics from next-generation transcriptome data and the vertebrate–invertebrate gap Gayral, Philippe Melo-Ferreira, José Glemin, Sylvain Bierne, Nicolas Carneiro, Miguel Nabholz, Benoit Lourenco, Joao M. Alves, Paulo Ballenghien, Marion Faivre, Nicolas Belkhir, Khalid Cahais, Vincent Loire, Etienne Bernard, Aurélien Galtier, Nicolas eng 2013 PLoS Genetics L10 - Génétique et amélioration des animaux U30 - Méthodes de recherche génomique génie génétique modèle animal génétique des populations population animale Invertébré mammifère Ostrea lièvre Reticulitermes Emydidae étude de cas méthodologie taille du groupe http://aims.fao.org/aos/agrovoc/c_92382 http://aims.fao.org/aos/agrovoc/c_15974 http://aims.fao.org/aos/agrovoc/c_34782 http://aims.fao.org/aos/agrovoc/c_34326 http://aims.fao.org/aos/agrovoc/c_435 http://aims.fao.org/aos/agrovoc/c_3929 http://aims.fao.org/aos/agrovoc/c_4560 http://aims.fao.org/aos/agrovoc/c_5447 http://aims.fao.org/aos/agrovoc/c_3496 http://aims.fao.org/aos/agrovoc/c_6537 http://aims.fao.org/aos/agrovoc/c_32575 http://aims.fao.org/aos/agrovoc/c_24392 http://aims.fao.org/aos/agrovoc/c_12522 http://aims.fao.org/aos/agrovoc/c_24852 In animals, the population genomic literature is dominated by two taxa, namely mammals and drosophilids, in which fully sequenced, well-annotated genomes have been available for years. Data from other metazoan phyla are scarce, probably because the vast majority of living species still lack a closely related reference genome. Here we achieve de novo, reference-free population genomic analysis from wild samples in five non-model animal species, based on next-generation sequencing transcriptome data. We introduce a pipe-line for cDNA assembly, read mapping, SNP/genotype calling, and data cleaning, with specific focus on the issue of hidden paralogy detection. In two species for which a reference genome is available, similar results were obtained whether the reference was used or not, demonstrating the robustness of our de novo inferences. The population genomic profile of a hare, a turtle, an oyster, a tunicate, and a termite were found to be intermediate between those of human and Drosophila, indicating that the discordant genomic diversity patterns that have been reported between these two species do not reflect a generalized vertebrate versus invertebrate gap. The genomic average diversity was generally higher in invertebrates than in vertebrates (with the notable exception of termite), in agreement with the notion that population size tends to be larger in the former than in the latter. The non-synonymous to synonymous ratio, however, did not differ significantly between vertebrates and invertebrates, even though it was negatively correlated with genetic diversity within each of the two groups. This study opens promising perspective regarding genome-wide population analyses of non-model organisms and the influence of population size on non-synonymous versus synonymous diversity. article info:eu-repo/semantics/article Journal Article info:eu-repo/semantics/publishedVersion http://agritrop.cirad.fr/577325/1/journal.pgen.1003457.pdf text Cirad license info:eu-repo/semantics/openAccess https://agritrop.cirad.fr/mention_legale.html https://doi.org/10.1371/journal.pgen.1003457 10.1371/journal.pgen.1003457 info:eu-repo/semantics/altIdentifier/doi/10.1371/journal.pgen.1003457 info:eu-repo/semantics/altIdentifier/purl/https://doi.org/10.1371/journal.pgen.1003457
institution CIRAD FR
collection DSpace
country Francia
countrycode FR
component Bibliográfico
access En linea
databasecode dig-cirad-fr
tag biblioteca
region Europa del Oeste
libraryname Biblioteca del CIRAD Francia
language eng
topic L10 - Génétique et amélioration des animaux
U30 - Méthodes de recherche
génomique
génie génétique
modèle animal
génétique des populations
population animale
Invertébré
mammifère
Ostrea
lièvre
Reticulitermes
Emydidae
étude de cas
méthodologie
taille du groupe
http://aims.fao.org/aos/agrovoc/c_92382
http://aims.fao.org/aos/agrovoc/c_15974
http://aims.fao.org/aos/agrovoc/c_34782
http://aims.fao.org/aos/agrovoc/c_34326
http://aims.fao.org/aos/agrovoc/c_435
http://aims.fao.org/aos/agrovoc/c_3929
http://aims.fao.org/aos/agrovoc/c_4560
http://aims.fao.org/aos/agrovoc/c_5447
http://aims.fao.org/aos/agrovoc/c_3496
http://aims.fao.org/aos/agrovoc/c_6537
http://aims.fao.org/aos/agrovoc/c_32575
http://aims.fao.org/aos/agrovoc/c_24392
http://aims.fao.org/aos/agrovoc/c_12522
http://aims.fao.org/aos/agrovoc/c_24852
L10 - Génétique et amélioration des animaux
U30 - Méthodes de recherche
génomique
génie génétique
modèle animal
génétique des populations
population animale
Invertébré
mammifère
Ostrea
lièvre
Reticulitermes
Emydidae
étude de cas
méthodologie
taille du groupe
http://aims.fao.org/aos/agrovoc/c_92382
http://aims.fao.org/aos/agrovoc/c_15974
http://aims.fao.org/aos/agrovoc/c_34782
http://aims.fao.org/aos/agrovoc/c_34326
http://aims.fao.org/aos/agrovoc/c_435
http://aims.fao.org/aos/agrovoc/c_3929
http://aims.fao.org/aos/agrovoc/c_4560
http://aims.fao.org/aos/agrovoc/c_5447
http://aims.fao.org/aos/agrovoc/c_3496
http://aims.fao.org/aos/agrovoc/c_6537
http://aims.fao.org/aos/agrovoc/c_32575
http://aims.fao.org/aos/agrovoc/c_24392
http://aims.fao.org/aos/agrovoc/c_12522
http://aims.fao.org/aos/agrovoc/c_24852
spellingShingle L10 - Génétique et amélioration des animaux
U30 - Méthodes de recherche
génomique
génie génétique
modèle animal
génétique des populations
population animale
Invertébré
mammifère
Ostrea
lièvre
Reticulitermes
Emydidae
étude de cas
méthodologie
taille du groupe
http://aims.fao.org/aos/agrovoc/c_92382
http://aims.fao.org/aos/agrovoc/c_15974
http://aims.fao.org/aos/agrovoc/c_34782
http://aims.fao.org/aos/agrovoc/c_34326
http://aims.fao.org/aos/agrovoc/c_435
http://aims.fao.org/aos/agrovoc/c_3929
http://aims.fao.org/aos/agrovoc/c_4560
http://aims.fao.org/aos/agrovoc/c_5447
http://aims.fao.org/aos/agrovoc/c_3496
http://aims.fao.org/aos/agrovoc/c_6537
http://aims.fao.org/aos/agrovoc/c_32575
http://aims.fao.org/aos/agrovoc/c_24392
http://aims.fao.org/aos/agrovoc/c_12522
http://aims.fao.org/aos/agrovoc/c_24852
L10 - Génétique et amélioration des animaux
U30 - Méthodes de recherche
génomique
génie génétique
modèle animal
génétique des populations
population animale
Invertébré
mammifère
Ostrea
lièvre
Reticulitermes
Emydidae
étude de cas
méthodologie
taille du groupe
http://aims.fao.org/aos/agrovoc/c_92382
http://aims.fao.org/aos/agrovoc/c_15974
http://aims.fao.org/aos/agrovoc/c_34782
http://aims.fao.org/aos/agrovoc/c_34326
http://aims.fao.org/aos/agrovoc/c_435
http://aims.fao.org/aos/agrovoc/c_3929
http://aims.fao.org/aos/agrovoc/c_4560
http://aims.fao.org/aos/agrovoc/c_5447
http://aims.fao.org/aos/agrovoc/c_3496
http://aims.fao.org/aos/agrovoc/c_6537
http://aims.fao.org/aos/agrovoc/c_32575
http://aims.fao.org/aos/agrovoc/c_24392
http://aims.fao.org/aos/agrovoc/c_12522
http://aims.fao.org/aos/agrovoc/c_24852
Gayral, Philippe
Melo-Ferreira, José
Glemin, Sylvain
Bierne, Nicolas
Carneiro, Miguel
Nabholz, Benoit
Lourenco, Joao M.
Alves, Paulo
Ballenghien, Marion
Faivre, Nicolas
Belkhir, Khalid
Cahais, Vincent
Loire, Etienne
Bernard, Aurélien
Galtier, Nicolas
Reference-free population genomics from next-generation transcriptome data and the vertebrate–invertebrate gap
description In animals, the population genomic literature is dominated by two taxa, namely mammals and drosophilids, in which fully sequenced, well-annotated genomes have been available for years. Data from other metazoan phyla are scarce, probably because the vast majority of living species still lack a closely related reference genome. Here we achieve de novo, reference-free population genomic analysis from wild samples in five non-model animal species, based on next-generation sequencing transcriptome data. We introduce a pipe-line for cDNA assembly, read mapping, SNP/genotype calling, and data cleaning, with specific focus on the issue of hidden paralogy detection. In two species for which a reference genome is available, similar results were obtained whether the reference was used or not, demonstrating the robustness of our de novo inferences. The population genomic profile of a hare, a turtle, an oyster, a tunicate, and a termite were found to be intermediate between those of human and Drosophila, indicating that the discordant genomic diversity patterns that have been reported between these two species do not reflect a generalized vertebrate versus invertebrate gap. The genomic average diversity was generally higher in invertebrates than in vertebrates (with the notable exception of termite), in agreement with the notion that population size tends to be larger in the former than in the latter. The non-synonymous to synonymous ratio, however, did not differ significantly between vertebrates and invertebrates, even though it was negatively correlated with genetic diversity within each of the two groups. This study opens promising perspective regarding genome-wide population analyses of non-model organisms and the influence of population size on non-synonymous versus synonymous diversity.
format article
topic_facet L10 - Génétique et amélioration des animaux
U30 - Méthodes de recherche
génomique
génie génétique
modèle animal
génétique des populations
population animale
Invertébré
mammifère
Ostrea
lièvre
Reticulitermes
Emydidae
étude de cas
méthodologie
taille du groupe
http://aims.fao.org/aos/agrovoc/c_92382
http://aims.fao.org/aos/agrovoc/c_15974
http://aims.fao.org/aos/agrovoc/c_34782
http://aims.fao.org/aos/agrovoc/c_34326
http://aims.fao.org/aos/agrovoc/c_435
http://aims.fao.org/aos/agrovoc/c_3929
http://aims.fao.org/aos/agrovoc/c_4560
http://aims.fao.org/aos/agrovoc/c_5447
http://aims.fao.org/aos/agrovoc/c_3496
http://aims.fao.org/aos/agrovoc/c_6537
http://aims.fao.org/aos/agrovoc/c_32575
http://aims.fao.org/aos/agrovoc/c_24392
http://aims.fao.org/aos/agrovoc/c_12522
http://aims.fao.org/aos/agrovoc/c_24852
author Gayral, Philippe
Melo-Ferreira, José
Glemin, Sylvain
Bierne, Nicolas
Carneiro, Miguel
Nabholz, Benoit
Lourenco, Joao M.
Alves, Paulo
Ballenghien, Marion
Faivre, Nicolas
Belkhir, Khalid
Cahais, Vincent
Loire, Etienne
Bernard, Aurélien
Galtier, Nicolas
author_facet Gayral, Philippe
Melo-Ferreira, José
Glemin, Sylvain
Bierne, Nicolas
Carneiro, Miguel
Nabholz, Benoit
Lourenco, Joao M.
Alves, Paulo
Ballenghien, Marion
Faivre, Nicolas
Belkhir, Khalid
Cahais, Vincent
Loire, Etienne
Bernard, Aurélien
Galtier, Nicolas
author_sort Gayral, Philippe
title Reference-free population genomics from next-generation transcriptome data and the vertebrate–invertebrate gap
title_short Reference-free population genomics from next-generation transcriptome data and the vertebrate–invertebrate gap
title_full Reference-free population genomics from next-generation transcriptome data and the vertebrate–invertebrate gap
title_fullStr Reference-free population genomics from next-generation transcriptome data and the vertebrate–invertebrate gap
title_full_unstemmed Reference-free population genomics from next-generation transcriptome data and the vertebrate–invertebrate gap
title_sort reference-free population genomics from next-generation transcriptome data and the vertebrate–invertebrate gap
url http://agritrop.cirad.fr/577325/
http://agritrop.cirad.fr/577325/1/journal.pgen.1003457.pdf
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