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Validation of KASP-SNP markers in cassava germplasm for marker-assisted selection of increased carotenoid content and dry matter content
Provitamin A biofortification and increased dry matter content are important breeding targets in cassava improvement programs worldwide. Biofortified varieties contribute to the alleviation of provitamin A deficiency, a leading cause of preventable blindness common among pre-school children and preg...
Autores principales: | , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9597466/ https://www.ncbi.nlm.nih.gov/pubmed/36311140 http://dx.doi.org/10.3389/fpls.2022.1016170 |
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author | Ige, Adenike D. Olasanmi, Bunmi Bauchet, Guillaume J. Kayondo, Ismail S. Mbanjo, Edwige Gaby Nkouaya Uwugiaren, Ruth Motomura-Wages, Sharon Norton, Joanna Egesi, Chiedozie Parkes, Elizabeth Y. Kulakow, Peter Ceballos, Hernán Dieng, Ibnou Rabbi, Ismail Y. |
author_facet | Ige, Adenike D. Olasanmi, Bunmi Bauchet, Guillaume J. Kayondo, Ismail S. Mbanjo, Edwige Gaby Nkouaya Uwugiaren, Ruth Motomura-Wages, Sharon Norton, Joanna Egesi, Chiedozie Parkes, Elizabeth Y. Kulakow, Peter Ceballos, Hernán Dieng, Ibnou Rabbi, Ismail Y. |
author_sort | Ige, Adenike D. |
collection | PubMed |
description | Provitamin A biofortification and increased dry matter content are important breeding targets in cassava improvement programs worldwide. Biofortified varieties contribute to the alleviation of provitamin A deficiency, a leading cause of preventable blindness common among pre-school children and pregnant women in developing countries particularly Africa. Dry matter content is a major component of dry yield and thus underlies overall variety performance and acceptability by growers, processors, and consumers. Single nucleotide polymorphism (SNP) markers linked to these traits have recently been discovered through several genome-wide association studies but have not been deployed for routine marker-assisted selection (MAS). This is due to the lack of useful information on markers’ performances in diverse genetic backgrounds. To overcome this bottleneck, technical and biological validation of the loci associated with increased carotenoid content and dry matter content were carried out using populations independent of the marker discovery population. In the present study, seven previously identified markers for these traits were converted to a robust set of uniplex allele-specific polymerase chain reaction (PCR) assays and validated in two independent pre-breeding and breeding populations. These assays were efficient in discriminating marker genotypic classes and had an average call rate greater than 98%. A high correlation was observed between the predicted and observed carotenoid content as inferred by root yellowness intensity in the breeding (r = 0.92) and pre-breeding (r = 0.95) populations. On the other hand, dry matter content-markers had moderately low predictive accuracy in both populations (r< 0.40) due to the more quantitative nature of the trait. This work confirmed the markers’ effectiveness in multiple backgrounds, therefore, further strengthening their value in cassava biofortification to ensure nutritional security as well as dry matter content productivity. Our study provides a framework to guide future marker validation, thus leading to the more routine use of markers in MAS in cassava improvement programs. |
format | Online Article Text |
id | pubmed-9597466 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-95974662022-10-27 Validation of KASP-SNP markers in cassava germplasm for marker-assisted selection of increased carotenoid content and dry matter content Ige, Adenike D. Olasanmi, Bunmi Bauchet, Guillaume J. Kayondo, Ismail S. Mbanjo, Edwige Gaby Nkouaya Uwugiaren, Ruth Motomura-Wages, Sharon Norton, Joanna Egesi, Chiedozie Parkes, Elizabeth Y. Kulakow, Peter Ceballos, Hernán Dieng, Ibnou Rabbi, Ismail Y. Front Plant Sci Plant Science Provitamin A biofortification and increased dry matter content are important breeding targets in cassava improvement programs worldwide. Biofortified varieties contribute to the alleviation of provitamin A deficiency, a leading cause of preventable blindness common among pre-school children and pregnant women in developing countries particularly Africa. Dry matter content is a major component of dry yield and thus underlies overall variety performance and acceptability by growers, processors, and consumers. Single nucleotide polymorphism (SNP) markers linked to these traits have recently been discovered through several genome-wide association studies but have not been deployed for routine marker-assisted selection (MAS). This is due to the lack of useful information on markers’ performances in diverse genetic backgrounds. To overcome this bottleneck, technical and biological validation of the loci associated with increased carotenoid content and dry matter content were carried out using populations independent of the marker discovery population. In the present study, seven previously identified markers for these traits were converted to a robust set of uniplex allele-specific polymerase chain reaction (PCR) assays and validated in two independent pre-breeding and breeding populations. These assays were efficient in discriminating marker genotypic classes and had an average call rate greater than 98%. A high correlation was observed between the predicted and observed carotenoid content as inferred by root yellowness intensity in the breeding (r = 0.92) and pre-breeding (r = 0.95) populations. On the other hand, dry matter content-markers had moderately low predictive accuracy in both populations (r< 0.40) due to the more quantitative nature of the trait. This work confirmed the markers’ effectiveness in multiple backgrounds, therefore, further strengthening their value in cassava biofortification to ensure nutritional security as well as dry matter content productivity. Our study provides a framework to guide future marker validation, thus leading to the more routine use of markers in MAS in cassava improvement programs. Frontiers Media S.A. 2022-10-12 /pmc/articles/PMC9597466/ /pubmed/36311140 http://dx.doi.org/10.3389/fpls.2022.1016170 Text en Copyright © 2022 Ige, Olasanmi, Bauchet, Kayondo, Mbanjo, Uwugiaren, Motomura-Wages, Norton, Egesi, Parkes, Kulakow, Ceballos, Dieng and Rabbi https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Plant Science Ige, Adenike D. Olasanmi, Bunmi Bauchet, Guillaume J. Kayondo, Ismail S. Mbanjo, Edwige Gaby Nkouaya Uwugiaren, Ruth Motomura-Wages, Sharon Norton, Joanna Egesi, Chiedozie Parkes, Elizabeth Y. Kulakow, Peter Ceballos, Hernán Dieng, Ibnou Rabbi, Ismail Y. Validation of KASP-SNP markers in cassava germplasm for marker-assisted selection of increased carotenoid content and dry matter content |
title | Validation of KASP-SNP markers in cassava germplasm for marker-assisted selection of increased carotenoid content and dry matter content |
title_full | Validation of KASP-SNP markers in cassava germplasm for marker-assisted selection of increased carotenoid content and dry matter content |
title_fullStr | Validation of KASP-SNP markers in cassava germplasm for marker-assisted selection of increased carotenoid content and dry matter content |
title_full_unstemmed | Validation of KASP-SNP markers in cassava germplasm for marker-assisted selection of increased carotenoid content and dry matter content |
title_short | Validation of KASP-SNP markers in cassava germplasm for marker-assisted selection of increased carotenoid content and dry matter content |
title_sort | validation of kasp-snp markers in cassava germplasm for marker-assisted selection of increased carotenoid content and dry matter content |
topic | Plant Science |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9597466/ https://www.ncbi.nlm.nih.gov/pubmed/36311140 http://dx.doi.org/10.3389/fpls.2022.1016170 |
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