Genome-wide association mapping of provitamin A carotenoid content in cassava

作者: Williams Esuma , Liezel Herselman , Maryke Tine Labuschagne , Punna Ramu , Fei Lu

DOI: 10.1007/S10681-016-1772-5

关键词:

摘要: Global efforts are underway to develop staple crops with improved levels of provitamin A carotenoids help combat dietary vitamin deficiency, which is widespread among resource-poor farmers in the developing world. As a crop for more than 500 million people sub-Saharan Africa, cassava (Manihot esculenta Crantz) enriched could have immense nutritional impact. To this effort, genome-wide association study (GWAS) was conducted aim identifying genomic regions controlling variation carotenoid concentration as basis undertaking systematic genetic improvement content. high throughput genotyping-by-sequencing platform used genotype diverse panel 591 genotypes and identified 179,310 single nucleotide polymorphisms (SNPs) distributed across genome. region stretching 1.37 Mb on chromosome 1 four SNPs significantly associated content cassava. survey genome sequence v6.1 positioned these vicinity Manes.01G124200.1 locus, known gene responsible increase accumulation roots. This provides one pioneer insights into practical application GWAS dissecting traits Findings presented herein offer grounds improving through marker-assisted breeding selection.

参考文章(73)
Williams Esuma, Patrick Rubaihayo, Anthony Pariyo, Robert Kawuki, Bramwel Wanjala, Inosters Nzuki, Jagger JW Harvey, Yona Baguma, Genetic Diversity of Provitamin A Cassava in Uganda Journal of Plant Studies. ,vol. 1, pp. 60- 71 ,(2012) , 10.5539/JPS.V1N1P60
Jesse Poland, Jeffrey Endelman, Julie Dawson, Jessica Rutkoski, Shuangye Wu, Yann Manes, Susanne Dreisigacker, José Crossa, Héctor Sánchez‐Villeda, Mark Sorrells, Jean‐Luc Jannink, Genomic Selection in Wheat Breeding using Genotyping-by-Sequencing The Plant Genome. ,vol. 5, pp. 103- 113 ,(2012) , 10.3835/PLANTGENOME2012.06.0006
Michael D. Edgerton, Increasing Crop Productivity to Meet Global Needs for Feed, Food, and Fuel Plant Physiology. ,vol. 149, pp. 7- 13 ,(2009) , 10.1104/PP.108.130195
Benjamin J Grady, Eric S Torstenson, Marylyn D Ritchie, The effects of linkage disequilibrium in large scale SNP datasets for MDR Biodata Mining. ,vol. 4, pp. 11- 11 ,(2011) , 10.1186/1756-0381-4-11
Stéphane Deschamps, Victor Llaca, Gregory D. May, Genotyping-by-Sequencing in Plants Biology. ,vol. 1, pp. 460- 483 ,(2012) , 10.3390/BIOLOGY1030460
Ismail Y Rabbi, Martha T Hamblin, P Lava Kumar, Melaku A Gedil, Andrew S Ikpan, Jean-Luc Jannink, Peter A Kulakow, None, High-resolution mapping of resistance to cassava mosaic geminiviruses in cassava using genotyping-by-sequencing and its implications for breeding. Virus Research. ,vol. 186, pp. 87- 96 ,(2014) , 10.1016/J.VIRUSRES.2013.12.028
A. G. O. Dixon, B. O. Akinyele, A. C. Odiyi, M.G. Akinwale, R. D. Aladesanwa, Inheritance of ß-carotene in cassava (Manihot esculenta crantza) Journal of Genetics and Molecular Biology. ,vol. 2, pp. 198- 201 ,(2010) , 10.5897/IJGMB.9000034
José Crossa, Yoseph Beyene, Semagn Kassa, Paulino Pérez, John M. Hickey, Charles Chen, Gustavo de los Campos, Juan Burgueño, Vanessa S. Windhausen, Ed Buckler, Jean-Luc Jannink, Marco A. Lopez Cruz, Raman Babu, Genomic Prediction in Maize Breeding Populations with Genotyping-by-Sequencing G3: Genes, Genomes, Genetics. ,vol. 3, pp. 1903- 1926 ,(2013) , 10.1534/G3.113.008227