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...
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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 |
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