Conversion and Validation of Uniplex SNP Markers for Selection of Resistance to Cassava Mosaic Disease in Cassava Breeding Programs

Cassava mosaic disease (CMD) is a major viral disease adversely affecting cassava production in Africa and Asia. Genomic regions conferring resistance to the disease have been mapped in African cassava germplasm through biparental quantitative trait loci (QTL) mapping and genome-wide association stu...

Full description

Bibliographic Details
Main Authors: Adenike D. Ige, Bunmi Olasanmi, Edwige Gaby Nkouaya Mbanjo, Ismail S. Kayondo, Elizabeth Y. Parkes, Peter Kulakow, Chiedozie Egesi, Guillaume J. Bauchet, Enghwa Ng, Luis Augusto Becerra Lopez-Lavalle, Hernan Ceballos, Ismail Y. Rabbi
Format: Article
Language:English
Published: MDPI AG 2021-02-01
Series:Agronomy
Subjects:
Online Access:https://www.mdpi.com/2073-4395/11/3/420
id doaj-bdcb57249004453a8239fbd1dc7065dd
record_format Article
spelling doaj-bdcb57249004453a8239fbd1dc7065dd2021-04-02T21:32:46ZengMDPI AGAgronomy2073-43952021-02-011142042010.3390/agronomy11030420Conversion and Validation of Uniplex SNP Markers for Selection of Resistance to Cassava Mosaic Disease in Cassava Breeding ProgramsAdenike D. Ige0Bunmi Olasanmi1Edwige Gaby Nkouaya Mbanjo2Ismail S. Kayondo3Elizabeth Y. Parkes4Peter Kulakow5Chiedozie Egesi6Guillaume J. Bauchet7Enghwa Ng8Luis Augusto Becerra Lopez-Lavalle9Hernan Ceballos10Ismail Y. Rabbi11International Institute of Tropical Agriculture (IITA), Ibadan 200001, Oyo State, NigeriaDepartment of Agronomy, University of Ibadan, Ibadan 200001, NigeriaInternational Institute of Tropical Agriculture (IITA), Ibadan 200001, Oyo State, NigeriaInternational Institute of Tropical Agriculture (IITA), Ibadan 200001, Oyo State, NigeriaInternational Institute of Tropical Agriculture (IITA), Ibadan 200001, Oyo State, NigeriaInternational Institute of Tropical Agriculture (IITA), Ibadan 200001, Oyo State, NigeriaInternational Institute of Tropical Agriculture (IITA), Ibadan 200001, Oyo State, NigeriaBoyce Thompson Institute, Cornell University, Ithaca, NY 14850, USAExcellence in Breeding Platform, International Maize and Wheat Improvement Center (CIMMYT), 56237 El Batan MexicoRecta Cali-Palmira Cali, The Alliance of Bioversity International and the International Center for Tropical Agriculture (CIAT), 763537 Cali, ColombiaRecta Cali-Palmira Cali, The Alliance of Bioversity International and the International Center for Tropical Agriculture (CIAT), 763537 Cali, ColombiaInternational Institute of Tropical Agriculture (IITA), Ibadan 200001, Oyo State, NigeriaCassava mosaic disease (CMD) is a major viral disease adversely affecting cassava production in Africa and Asia. Genomic regions conferring resistance to the disease have been mapped in African cassava germplasm through biparental quantitative trait loci (QTL) mapping and genome-wide association studies. To facilitate the utilization of these markers in breeding pipelines to support selections, proof-of-concept technical and biological validation research was carried out using independent pre-breeding and breeding populations. Kompetitive Allele-Specific Polymerase Chain Reaction (KASP) assays were designed from three single nucleotide polymorphism (SNP) markers linked to a major resistance locus on chromosome 12 (S12_7926132, S12_7926163) and a minor locus on chromosome 14 (S14_4626854). The designed assays were robust and easy to score with >99% genotype call rate. The overall predictive accuracy (proportion of true positives and true negatives) of the markers (S12_7926132 and S14_4626854) was 0.80 and 0.78 in the pre-breeding and breeding population, respectively. On average, genotypes that carried at least one copy of the resistant allele at the major C<i>MD2 </i>locus had a significantly higher yield advantage. Nevertheless, variation was observed in prediction accuracies for the major locus (S12_7926132) among sub-families from the two populations, suggesting the need for context-specific utilization, for example, by screening for co-segregation of favorable SNP alleles with resistance in the parents being used for crosses. Availability of these validated SNP markers on the uniplex KASP genotyping platform represents an important step in translational genetics toward marker-assisted selection to accelerate introgression of favorable resistant alleles in breeding populations.https://www.mdpi.com/2073-4395/11/3/420cassavaCMD resistancemarker-assisted selectionmarker predictive accuracyallele-specific PCR assay
collection DOAJ
language English
format Article
sources DOAJ
author Adenike D. Ige
Bunmi Olasanmi
Edwige Gaby Nkouaya Mbanjo
Ismail S. Kayondo
Elizabeth Y. Parkes
Peter Kulakow
Chiedozie Egesi
Guillaume J. Bauchet
Enghwa Ng
Luis Augusto Becerra Lopez-Lavalle
Hernan Ceballos
Ismail Y. Rabbi
spellingShingle Adenike D. Ige
Bunmi Olasanmi
Edwige Gaby Nkouaya Mbanjo
Ismail S. Kayondo
Elizabeth Y. Parkes
Peter Kulakow
Chiedozie Egesi
Guillaume J. Bauchet
Enghwa Ng
Luis Augusto Becerra Lopez-Lavalle
Hernan Ceballos
Ismail Y. Rabbi
Conversion and Validation of Uniplex SNP Markers for Selection of Resistance to Cassava Mosaic Disease in Cassava Breeding Programs
Agronomy
cassava
CMD resistance
marker-assisted selection
marker predictive accuracy
allele-specific PCR assay
author_facet Adenike D. Ige
Bunmi Olasanmi
Edwige Gaby Nkouaya Mbanjo
Ismail S. Kayondo
Elizabeth Y. Parkes
Peter Kulakow
Chiedozie Egesi
Guillaume J. Bauchet
Enghwa Ng
Luis Augusto Becerra Lopez-Lavalle
Hernan Ceballos
Ismail Y. Rabbi
author_sort Adenike D. Ige
title Conversion and Validation of Uniplex SNP Markers for Selection of Resistance to Cassava Mosaic Disease in Cassava Breeding Programs
title_short Conversion and Validation of Uniplex SNP Markers for Selection of Resistance to Cassava Mosaic Disease in Cassava Breeding Programs
title_full Conversion and Validation of Uniplex SNP Markers for Selection of Resistance to Cassava Mosaic Disease in Cassava Breeding Programs
title_fullStr Conversion and Validation of Uniplex SNP Markers for Selection of Resistance to Cassava Mosaic Disease in Cassava Breeding Programs
title_full_unstemmed Conversion and Validation of Uniplex SNP Markers for Selection of Resistance to Cassava Mosaic Disease in Cassava Breeding Programs
title_sort conversion and validation of uniplex snp markers for selection of resistance to cassava mosaic disease in cassava breeding programs
publisher MDPI AG
series Agronomy
issn 2073-4395
publishDate 2021-02-01
description Cassava mosaic disease (CMD) is a major viral disease adversely affecting cassava production in Africa and Asia. Genomic regions conferring resistance to the disease have been mapped in African cassava germplasm through biparental quantitative trait loci (QTL) mapping and genome-wide association studies. To facilitate the utilization of these markers in breeding pipelines to support selections, proof-of-concept technical and biological validation research was carried out using independent pre-breeding and breeding populations. Kompetitive Allele-Specific Polymerase Chain Reaction (KASP) assays were designed from three single nucleotide polymorphism (SNP) markers linked to a major resistance locus on chromosome 12 (S12_7926132, S12_7926163) and a minor locus on chromosome 14 (S14_4626854). The designed assays were robust and easy to score with >99% genotype call rate. The overall predictive accuracy (proportion of true positives and true negatives) of the markers (S12_7926132 and S14_4626854) was 0.80 and 0.78 in the pre-breeding and breeding population, respectively. On average, genotypes that carried at least one copy of the resistant allele at the major C<i>MD2 </i>locus had a significantly higher yield advantage. Nevertheless, variation was observed in prediction accuracies for the major locus (S12_7926132) among sub-families from the two populations, suggesting the need for context-specific utilization, for example, by screening for co-segregation of favorable SNP alleles with resistance in the parents being used for crosses. Availability of these validated SNP markers on the uniplex KASP genotyping platform represents an important step in translational genetics toward marker-assisted selection to accelerate introgression of favorable resistant alleles in breeding populations.
topic cassava
CMD resistance
marker-assisted selection
marker predictive accuracy
allele-specific PCR assay
url https://www.mdpi.com/2073-4395/11/3/420
work_keys_str_mv AT adenikedige conversionandvalidationofuniplexsnpmarkersforselectionofresistancetocassavamosaicdiseaseincassavabreedingprograms
AT bunmiolasanmi conversionandvalidationofuniplexsnpmarkersforselectionofresistancetocassavamosaicdiseaseincassavabreedingprograms
AT edwigegabynkouayambanjo conversionandvalidationofuniplexsnpmarkersforselectionofresistancetocassavamosaicdiseaseincassavabreedingprograms
AT ismailskayondo conversionandvalidationofuniplexsnpmarkersforselectionofresistancetocassavamosaicdiseaseincassavabreedingprograms
AT elizabethyparkes conversionandvalidationofuniplexsnpmarkersforselectionofresistancetocassavamosaicdiseaseincassavabreedingprograms
AT peterkulakow conversionandvalidationofuniplexsnpmarkersforselectionofresistancetocassavamosaicdiseaseincassavabreedingprograms
AT chiedozieegesi conversionandvalidationofuniplexsnpmarkersforselectionofresistancetocassavamosaicdiseaseincassavabreedingprograms
AT guillaumejbauchet conversionandvalidationofuniplexsnpmarkersforselectionofresistancetocassavamosaicdiseaseincassavabreedingprograms
AT enghwang conversionandvalidationofuniplexsnpmarkersforselectionofresistancetocassavamosaicdiseaseincassavabreedingprograms
AT luisaugustobecerralopezlavalle conversionandvalidationofuniplexsnpmarkersforselectionofresistancetocassavamosaicdiseaseincassavabreedingprograms
AT hernanceballos conversionandvalidationofuniplexsnpmarkersforselectionofresistancetocassavamosaicdiseaseincassavabreedingprograms
AT ismailyrabbi conversionandvalidationofuniplexsnpmarkersforselectionofresistancetocassavamosaicdiseaseincassavabreedingprograms
_version_ 1721545214299996160