Genome properties of key oil palm (Elaeis guineensis Jacq.) breeding populations

A good knowledge of the genome properties of the populations makes it possible to optimize breeding methods, in particular genomic selection (GS). In oil palm (Elaeis guineensis Jacq), the world's main source of vegetable oil, this would provide insight into the promising GS results obtained so far. The present study considered two complex breeding populations, Deli and La Mé, with 943 individuals and 7324 single-nucleotide polymorphisms (SNPs) from genotyping-by-sequencing. Linkage disequilibrium (LD), haplotype sharing, effective size (Ne), and fixation index (Fst) were investigated. A genetic linkage map spanning 1778.52 cM and with a recombination rate of 2.85 cM/Mbp was constructed. The LD at r2=0.3, considered the minimum to get reliable GS results, spanned over 1.05 cM/0.22 Mbp in Deli and 0.9 cM/0.21 Mbp in La Mé. The significant degree of differentiation existing between Deli and La Mé was confirmed by the high Fst value (0.53), the pattern of correlation of SNP heterozygosity and allele frequency among populations, and the decrease of persistence of LD and of haplotype sharing among populations with increasing SNP distance. However, the level of resemblance between the two populations over short genomic distances (correlation of r values between populations >0.6 for SNPs separated by <0.5 cM/1 kbp and percentage of common haplotypes >40% for haplotypes <3600 bp/0.20 cM) likely explains the superiority of GS models ignoring the parental origin of marker alleles over models taking this information into account. The two populations had low Ne (<5). Population-specific genetic maps and reference genomes are recommended for future studies.

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Main Authors: Seyum, Essubalew Getachew, Ngalle Bille, Hermine, Abtew, Wosene Gebreselassie, Rastas, Pasi, Arifianto, Deni, Domonhedo, Hubert, Cochard, Benoît, Jacob, Florence, Riou, Virginie, Pomies, Virginie, Lopez, David, Bell, Joseph Martin, Cros, David
Format: article biblioteca
Language:eng
Subjects:F30 - Génétique et amélioration des plantes, F02 - Multiplication végétative des plantes, phytogénétique, génétique des populations, Elaeis guineensis, génome, sélection, carte génétique, amélioration des cultures, http://aims.fao.org/aos/agrovoc/c_49985, http://aims.fao.org/aos/agrovoc/c_34326, http://aims.fao.org/aos/agrovoc/c_2509, http://aims.fao.org/aos/agrovoc/c_3224, http://aims.fao.org/aos/agrovoc/c_6951, http://aims.fao.org/aos/agrovoc/c_24002, http://aims.fao.org/aos/agrovoc/c_331560,
Online Access:http://agritrop.cirad.fr/601137/
http://agritrop.cirad.fr/601137/7/601137.pdf
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spelling dig-cirad-fr-6011372024-01-29T19:01:45Z http://agritrop.cirad.fr/601137/ http://agritrop.cirad.fr/601137/ Genome properties of key oil palm (Elaeis guineensis Jacq.) breeding populations. Seyum Essubalew Getachew, Ngalle Bille Hermine, Abtew Wosene Gebreselassie, Rastas Pasi, Arifianto Deni, Domonhedo Hubert, Cochard Benoît, Jacob Florence, Riou Virginie, Pomies Virginie, Lopez David, Bell Joseph Martin, Cros David. 2022. Journal of Applied Genetics, 63 : 633-650.https://doi.org/10.1007/s13353-022-00708-w <https://doi.org/10.1007/s13353-022-00708-w> Genome properties of key oil palm (Elaeis guineensis Jacq.) breeding populations Seyum, Essubalew Getachew Ngalle Bille, Hermine Abtew, Wosene Gebreselassie Rastas, Pasi Arifianto, Deni Domonhedo, Hubert Cochard, Benoît Jacob, Florence Riou, Virginie Pomies, Virginie Lopez, David Bell, Joseph Martin Cros, David eng 2022 Journal of Applied Genetics F30 - Génétique et amélioration des plantes F02 - Multiplication végétative des plantes phytogénétique génétique des populations Elaeis guineensis génome sélection carte génétique amélioration des cultures http://aims.fao.org/aos/agrovoc/c_49985 http://aims.fao.org/aos/agrovoc/c_34326 http://aims.fao.org/aos/agrovoc/c_2509 http://aims.fao.org/aos/agrovoc/c_3224 http://aims.fao.org/aos/agrovoc/c_6951 http://aims.fao.org/aos/agrovoc/c_24002 http://aims.fao.org/aos/agrovoc/c_331560 A good knowledge of the genome properties of the populations makes it possible to optimize breeding methods, in particular genomic selection (GS). In oil palm (Elaeis guineensis Jacq), the world's main source of vegetable oil, this would provide insight into the promising GS results obtained so far. The present study considered two complex breeding populations, Deli and La Mé, with 943 individuals and 7324 single-nucleotide polymorphisms (SNPs) from genotyping-by-sequencing. Linkage disequilibrium (LD), haplotype sharing, effective size (Ne), and fixation index (Fst) were investigated. A genetic linkage map spanning 1778.52 cM and with a recombination rate of 2.85 cM/Mbp was constructed. The LD at r2=0.3, considered the minimum to get reliable GS results, spanned over 1.05 cM/0.22 Mbp in Deli and 0.9 cM/0.21 Mbp in La Mé. The significant degree of differentiation existing between Deli and La Mé was confirmed by the high Fst value (0.53), the pattern of correlation of SNP heterozygosity and allele frequency among populations, and the decrease of persistence of LD and of haplotype sharing among populations with increasing SNP distance. However, the level of resemblance between the two populations over short genomic distances (correlation of r values between populations >0.6 for SNPs separated by <0.5 cM/1 kbp and percentage of common haplotypes >40% for haplotypes <3600 bp/0.20 cM) likely explains the superiority of GS models ignoring the parental origin of marker alleles over models taking this information into account. The two populations had low Ne (<5). Population-specific genetic maps and reference genomes are recommended for future studies. article info:eu-repo/semantics/article Journal Article info:eu-repo/semantics/publishedVersion http://agritrop.cirad.fr/601137/7/601137.pdf text Cirad license info:eu-repo/semantics/restrictedAccess https://agritrop.cirad.fr/mention_legale.html https://doi.org/10.1007/s13353-022-00708-w 10.1007/s13353-022-00708-w info:eu-repo/semantics/altIdentifier/doi/10.1007/s13353-022-00708-w info:eu-repo/semantics/altIdentifier/purl/https://doi.org/10.1007/s13353-022-00708-w info:eu-repo/grantAgreement/EC/////
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 F30 - Génétique et amélioration des plantes
F02 - Multiplication végétative des plantes
phytogénétique
génétique des populations
Elaeis guineensis
génome
sélection
carte génétique
amélioration des cultures
http://aims.fao.org/aos/agrovoc/c_49985
http://aims.fao.org/aos/agrovoc/c_34326
http://aims.fao.org/aos/agrovoc/c_2509
http://aims.fao.org/aos/agrovoc/c_3224
http://aims.fao.org/aos/agrovoc/c_6951
http://aims.fao.org/aos/agrovoc/c_24002
http://aims.fao.org/aos/agrovoc/c_331560
F30 - Génétique et amélioration des plantes
F02 - Multiplication végétative des plantes
phytogénétique
génétique des populations
Elaeis guineensis
génome
sélection
carte génétique
amélioration des cultures
http://aims.fao.org/aos/agrovoc/c_49985
http://aims.fao.org/aos/agrovoc/c_34326
http://aims.fao.org/aos/agrovoc/c_2509
http://aims.fao.org/aos/agrovoc/c_3224
http://aims.fao.org/aos/agrovoc/c_6951
http://aims.fao.org/aos/agrovoc/c_24002
http://aims.fao.org/aos/agrovoc/c_331560
spellingShingle F30 - Génétique et amélioration des plantes
F02 - Multiplication végétative des plantes
phytogénétique
génétique des populations
Elaeis guineensis
génome
sélection
carte génétique
amélioration des cultures
http://aims.fao.org/aos/agrovoc/c_49985
http://aims.fao.org/aos/agrovoc/c_34326
http://aims.fao.org/aos/agrovoc/c_2509
http://aims.fao.org/aos/agrovoc/c_3224
http://aims.fao.org/aos/agrovoc/c_6951
http://aims.fao.org/aos/agrovoc/c_24002
http://aims.fao.org/aos/agrovoc/c_331560
F30 - Génétique et amélioration des plantes
F02 - Multiplication végétative des plantes
phytogénétique
génétique des populations
Elaeis guineensis
génome
sélection
carte génétique
amélioration des cultures
http://aims.fao.org/aos/agrovoc/c_49985
http://aims.fao.org/aos/agrovoc/c_34326
http://aims.fao.org/aos/agrovoc/c_2509
http://aims.fao.org/aos/agrovoc/c_3224
http://aims.fao.org/aos/agrovoc/c_6951
http://aims.fao.org/aos/agrovoc/c_24002
http://aims.fao.org/aos/agrovoc/c_331560
Seyum, Essubalew Getachew
Ngalle Bille, Hermine
Abtew, Wosene Gebreselassie
Rastas, Pasi
Arifianto, Deni
Domonhedo, Hubert
Cochard, Benoît
Jacob, Florence
Riou, Virginie
Pomies, Virginie
Lopez, David
Bell, Joseph Martin
Cros, David
Genome properties of key oil palm (Elaeis guineensis Jacq.) breeding populations
description A good knowledge of the genome properties of the populations makes it possible to optimize breeding methods, in particular genomic selection (GS). In oil palm (Elaeis guineensis Jacq), the world's main source of vegetable oil, this would provide insight into the promising GS results obtained so far. The present study considered two complex breeding populations, Deli and La Mé, with 943 individuals and 7324 single-nucleotide polymorphisms (SNPs) from genotyping-by-sequencing. Linkage disequilibrium (LD), haplotype sharing, effective size (Ne), and fixation index (Fst) were investigated. A genetic linkage map spanning 1778.52 cM and with a recombination rate of 2.85 cM/Mbp was constructed. The LD at r2=0.3, considered the minimum to get reliable GS results, spanned over 1.05 cM/0.22 Mbp in Deli and 0.9 cM/0.21 Mbp in La Mé. The significant degree of differentiation existing between Deli and La Mé was confirmed by the high Fst value (0.53), the pattern of correlation of SNP heterozygosity and allele frequency among populations, and the decrease of persistence of LD and of haplotype sharing among populations with increasing SNP distance. However, the level of resemblance between the two populations over short genomic distances (correlation of r values between populations >0.6 for SNPs separated by <0.5 cM/1 kbp and percentage of common haplotypes >40% for haplotypes <3600 bp/0.20 cM) likely explains the superiority of GS models ignoring the parental origin of marker alleles over models taking this information into account. The two populations had low Ne (<5). Population-specific genetic maps and reference genomes are recommended for future studies.
format article
topic_facet F30 - Génétique et amélioration des plantes
F02 - Multiplication végétative des plantes
phytogénétique
génétique des populations
Elaeis guineensis
génome
sélection
carte génétique
amélioration des cultures
http://aims.fao.org/aos/agrovoc/c_49985
http://aims.fao.org/aos/agrovoc/c_34326
http://aims.fao.org/aos/agrovoc/c_2509
http://aims.fao.org/aos/agrovoc/c_3224
http://aims.fao.org/aos/agrovoc/c_6951
http://aims.fao.org/aos/agrovoc/c_24002
http://aims.fao.org/aos/agrovoc/c_331560
author Seyum, Essubalew Getachew
Ngalle Bille, Hermine
Abtew, Wosene Gebreselassie
Rastas, Pasi
Arifianto, Deni
Domonhedo, Hubert
Cochard, Benoît
Jacob, Florence
Riou, Virginie
Pomies, Virginie
Lopez, David
Bell, Joseph Martin
Cros, David
author_facet Seyum, Essubalew Getachew
Ngalle Bille, Hermine
Abtew, Wosene Gebreselassie
Rastas, Pasi
Arifianto, Deni
Domonhedo, Hubert
Cochard, Benoît
Jacob, Florence
Riou, Virginie
Pomies, Virginie
Lopez, David
Bell, Joseph Martin
Cros, David
author_sort Seyum, Essubalew Getachew
title Genome properties of key oil palm (Elaeis guineensis Jacq.) breeding populations
title_short Genome properties of key oil palm (Elaeis guineensis Jacq.) breeding populations
title_full Genome properties of key oil palm (Elaeis guineensis Jacq.) breeding populations
title_fullStr Genome properties of key oil palm (Elaeis guineensis Jacq.) breeding populations
title_full_unstemmed Genome properties of key oil palm (Elaeis guineensis Jacq.) breeding populations
title_sort genome properties of key oil palm (elaeis guineensis jacq.) breeding populations
url http://agritrop.cirad.fr/601137/
http://agritrop.cirad.fr/601137/7/601137.pdf
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