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Gutschker S, Ruescher D, Rabbi IY, Rosado-Souza L, Pommerrenig B, Pauly M, Robertz S, van Doorn AM, Schlereth A, Neuhaus HE, Fernie AR, Reinert S, Sonnewald U, Zierer W. Carbon usage in yellow-fleshed Manihot esculenta storage roots shifts from starch biosynthesis to cell wall and raffinose biosynthesis via the myo-inositol pathway. THE PLANT JOURNAL : FOR CELL AND MOLECULAR BIOLOGY 2024; 119:2045-2062. [PMID: 38961707 DOI: 10.1111/tpj.16909] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/29/2023] [Revised: 06/17/2024] [Accepted: 06/20/2024] [Indexed: 07/05/2024]
Abstract
Cassava is a crucial staple crop for smallholder farmers in tropical Asia and Sub-Saharan Africa. Although high yield remains the top priority for farmers, the significance of nutritional values has increased in cassava breeding programs. A notable negative correlation between provitamin A and starch accumulation poses a significant challenge for breeding efforts. The negative correlation between starch and carotenoid levels in conventional and genetically modified cassava plants implies the absence of a direct genomic connection between the two traits. The competition among various carbon pathways seems to account for this relationship. In this study, we conducted a thorough analysis of 49 African cassava genotypes with varying levels of starch and provitamin A. Our goal was to identify factors contributing to differential starch accumulation. Considering carotenoid levels as a confounding factor in starch production, we found that yellow- and white-fleshed storage roots did not differ significantly in most measured components of starch or de novo fatty acid biosynthesis. However, genes and metabolites associated with myo-inositol synthesis and cell wall polymer production were substantially enriched in high provitamin A genotypes. These results indicate that yellow-fleshed cultivars, in comparison to their white-fleshed counterparts, direct more carbon toward the synthesis of raffinose and cell wall components. This finding is underlined by a significant rise in cell wall components measured within the 20 most contrasting genotypes for carotenoid levels. Our findings enhance the comprehension of the biosynthesis of starch and carotenoids in the storage roots of cassava.
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Affiliation(s)
- Sindy Gutschker
- Friedrich-Alexander-Universität Erlangen-Nürnberg, Division of Biochemistry, Erlangen, Germany
| | - David Ruescher
- Friedrich-Alexander-Universität Erlangen-Nürnberg, Division of Biochemistry, Erlangen, Germany
| | - Ismail Y Rabbi
- International Institute of Tropical Agriculture, Ibadan, Nigeria
| | | | | | - Markus Pauly
- Heinrich-Heine-University, Institute of Plant Cell Biology and Biotechnology, Düsseldorf, Germany
| | - Stefan Robertz
- Heinrich-Heine-University, Institute of Plant Cell Biology and Biotechnology, Düsseldorf, Germany
| | - Anna M van Doorn
- International Institute of Tropical Agriculture, Ibadan, Nigeria
| | - Armin Schlereth
- Max Planck Institute of Molecular Plant Physiology, Potsdam, Germany
| | | | - Alisdair R Fernie
- Max Planck Institute of Molecular Plant Physiology, Potsdam, Germany
| | - Stephan Reinert
- Friedrich-Alexander-Universität Erlangen-Nürnberg, Division of Biochemistry, Erlangen, Germany
| | - Uwe Sonnewald
- Friedrich-Alexander-Universität Erlangen-Nürnberg, Division of Biochemistry, Erlangen, Germany
| | - Wolfgang Zierer
- Friedrich-Alexander-Universität Erlangen-Nürnberg, Division of Biochemistry, Erlangen, Germany
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Baguma JK, Mukasa SB, Nuwamanya E, Alicai T, Omongo CA, Ochwo-Ssemakula M, Ozimati A, Esuma W, Kanaabi M, Wembabazi E, Baguma Y, Kawuki RS. Identification of Genomic Regions for Traits Associated with Flowering in Cassava ( Manihot esculenta Crantz). PLANTS (BASEL, SWITZERLAND) 2024; 13:796. [PMID: 38592820 PMCID: PMC10974989 DOI: 10.3390/plants13060796] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/28/2023] [Revised: 01/25/2024] [Accepted: 01/26/2024] [Indexed: 04/11/2024]
Abstract
Flowering in cassava (Manihot esculenta Crantz) is crucial for the generation of botanical seed for breeding. However, genotypes preferred by most farmers are erect and poor at flowering or never flower. To elucidate the genetic basis of flowering, 293 diverse cassava accessions were evaluated for flowering-associated traits at two locations and seasons in Uganda. Genotyping using the Diversity Array Technology Pty Ltd. (DArTseq) platform identified 24,040 single-nucleotide polymorphisms (SNPs) distributed on the 18 cassava chromosomes. Population structure analysis using principal components (PCs) and kinships showed three clusters; the first five PCs accounted for 49.2% of the observed genetic variation. Linkage disequilibrium (LD) estimation averaged 0.32 at a distance of ~2850 kb (kilo base pairs). Polymorphism information content (PIC) and minor allele frequency (MAF) were 0.25 and 0.23, respectively. A genome-wide association study (GWAS) analysis uncovered 53 significant marker-trait associations (MTAs) with flowering-associated traits involving 27 loci. Two loci, SNPs S5_29309724 and S15_11747301, were associated with all the traits. Using five of the 27 SNPs with a Phenotype_Variance_Explained (PVE) ≥ 5%, 44 candidate genes were identified in the peak SNP sites located within 50 kb upstream or downstream, with most associated with branching traits. Eight of the genes, orthologous to Arabidopsis and other plant species, had known functional annotations related to flowering, e.g., eukaryotic translation initiation factor and myb family transcription factor. This study identified genomic regions associated with flowering-associated traits in cassava, and the identified SNPs can be useful in marker-assisted selection to overcome hybridization challenges, like unsynchronized flowering, and candidate gene validation.
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Affiliation(s)
- Julius K. Baguma
- School of Agricultural Sciences, Makerere University, Kampala P.O. Box 7062, Uganda; (S.B.M.); (E.N.); (M.O.-S.)
- National Crops Resources Research Institute, Namulonge (NaCRRI), Kampala P.O. Box 7084, Uganda; (T.A.); (C.A.O.); (A.O.); (W.E.); (M.K.); (E.W.); (R.S.K.)
| | - Settumba B. Mukasa
- School of Agricultural Sciences, Makerere University, Kampala P.O. Box 7062, Uganda; (S.B.M.); (E.N.); (M.O.-S.)
| | - Ephraim Nuwamanya
- School of Agricultural Sciences, Makerere University, Kampala P.O. Box 7062, Uganda; (S.B.M.); (E.N.); (M.O.-S.)
- National Crops Resources Research Institute, Namulonge (NaCRRI), Kampala P.O. Box 7084, Uganda; (T.A.); (C.A.O.); (A.O.); (W.E.); (M.K.); (E.W.); (R.S.K.)
| | - Titus Alicai
- National Crops Resources Research Institute, Namulonge (NaCRRI), Kampala P.O. Box 7084, Uganda; (T.A.); (C.A.O.); (A.O.); (W.E.); (M.K.); (E.W.); (R.S.K.)
| | - Christopher Abu Omongo
- National Crops Resources Research Institute, Namulonge (NaCRRI), Kampala P.O. Box 7084, Uganda; (T.A.); (C.A.O.); (A.O.); (W.E.); (M.K.); (E.W.); (R.S.K.)
- National Agricultural Research Organisation (NARO), Entebbe P.O. Box 295, Uganda;
| | - Mildred Ochwo-Ssemakula
- School of Agricultural Sciences, Makerere University, Kampala P.O. Box 7062, Uganda; (S.B.M.); (E.N.); (M.O.-S.)
| | - Alfred Ozimati
- National Crops Resources Research Institute, Namulonge (NaCRRI), Kampala P.O. Box 7084, Uganda; (T.A.); (C.A.O.); (A.O.); (W.E.); (M.K.); (E.W.); (R.S.K.)
- School of Biological Sciences, Makerere University, Kampala P.O. Box 7062, Uganda
| | - Williams Esuma
- National Crops Resources Research Institute, Namulonge (NaCRRI), Kampala P.O. Box 7084, Uganda; (T.A.); (C.A.O.); (A.O.); (W.E.); (M.K.); (E.W.); (R.S.K.)
- National Agricultural Research Organisation (NARO), Entebbe P.O. Box 295, Uganda;
| | - Michael Kanaabi
- National Crops Resources Research Institute, Namulonge (NaCRRI), Kampala P.O. Box 7084, Uganda; (T.A.); (C.A.O.); (A.O.); (W.E.); (M.K.); (E.W.); (R.S.K.)
| | - Enoch Wembabazi
- National Crops Resources Research Institute, Namulonge (NaCRRI), Kampala P.O. Box 7084, Uganda; (T.A.); (C.A.O.); (A.O.); (W.E.); (M.K.); (E.W.); (R.S.K.)
| | - Yona Baguma
- National Agricultural Research Organisation (NARO), Entebbe P.O. Box 295, Uganda;
| | - Robert S. Kawuki
- National Crops Resources Research Institute, Namulonge (NaCRRI), Kampala P.O. Box 7084, Uganda; (T.A.); (C.A.O.); (A.O.); (W.E.); (M.K.); (E.W.); (R.S.K.)
- National Agricultural Research Organisation (NARO), Entebbe P.O. Box 295, Uganda;
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dos Santos CC, de Andrade LRB, do Carmo CD, de Oliveira EJ. The Development of Thematic Core Collections in Cassava Based on Yield, Disease Resistance, and Root Quality Traits. PLANTS (BASEL, SWITZERLAND) 2023; 12:3474. [PMID: 37836214 PMCID: PMC10574880 DOI: 10.3390/plants12193474] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/17/2023] [Revised: 09/25/2023] [Accepted: 10/02/2023] [Indexed: 10/15/2023]
Abstract
Thematic collections (TCs), which are composed of genotypes with superior agronomic traits and reduced size, offer valuable opportunities for parental selection in plant breeding programs. Three TCs were created to focus on crucial attributes: root yield (CC_Yield), pest and disease resistance (CC_Disease), and root quality traits (CC_Root_quality). The genotypes were ranked using the best linear unbiased predictors (BLUP) method, and a truncated selection was implemented for each collection based on specific traits. The TCs exhibited minimal overlap, with each collection comprising 72 genotypes (CC_Disease), 63 genotypes (CC_Root_quality), and 64 genotypes (CC_Yield), representing 4%, 3.5%, and 3.5% of the total individuals in the entire collection, respectively. The Shannon-Weaver Diversity Index values generally varied but remained below 10% when compared to the entire collection. Most TCs exhibited observed heterozygosity, genetic diversity, and the inbreeding coefficient that closely resembled those of the entire collection, effectively retaining 90.76%, 88.10%, and 88.99% of the alleles present in the entire collection (CC_Disease, CC_Root_quality, and CC_Disease, respectively). A PCA of molecular and agro-morphological data revealed well-distributed and dispersed genotypes, while a discriminant analysis of principal components (DAPC) displayed a high discrimination capacity among the accessions within each collection. The strategies employed in this study hold significant potential for advancing crop improvement efforts.
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Affiliation(s)
- Caroline Cardoso dos Santos
- Centro de Ciências Agrárias, Ambientais e Biológicas, Universidade Federal do Recôncavo da Bahia, Cruz das Almas 44380-000, BA, Brazil
| | | | - Cátia Dias do Carmo
- Embrapa Mandioca e Fruticultura, Nugene, Cruz das Almas 44380-000, BA, Brazil
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Esuma W, Eyoo O, Gwandu F, Mukasa S, Alicai T, Ozimati A, Nuwamanya E, Rabbi I, Kawuki R. Validation of KASP markers associated with cassava mosaic disease resistance, storage root dry matter and provitamin A carotenoid contents in Ugandan cassava germplasm. FRONTIERS IN PLANT SCIENCE 2022; 13:1017275. [PMID: 36507387 PMCID: PMC9727383 DOI: 10.3389/fpls.2022.1017275] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 08/11/2022] [Accepted: 11/08/2022] [Indexed: 06/17/2023]
Abstract
INTRODUCTION The intrinsic high heterozygosity of cassava makes conventional breeding ineffective for rapid genetic improvement. However, recent advances in next generation sequencing technologies have enabled the use of high-density markers for genome-wide association studies, aimed at identifying single nucleotide polymorphisms (SNPs) linked to major traits such as cassava mosaic disease (CMD) resistance, dry matter content (DMC) and total carotenoids content (TCC). A number of these trait-linked SNPs have been converted to Kompetitive allele-specific polymerase chain reaction (KASP) markers for downstream application of marker assisted selection. METHODS We assayed 13 KASP markers to evaluate their effectiveness in selecting for CMD, DMC and TCC in 1,677 diverse cassava genotypes representing two independent breeding populations in Uganda. RESULTS Five KASP markers had significant co-segregation with phenotypes; CMD resistance (2), DMC (1) and TCC (2), with each marker accounting for at least 30% of the phenotypic variation. Markers located within the chromosomal regions for which strong marker-trait association loci have been characterised (chromosome 12 markers for CMD, chromosome 1 markers for DMC and TCC) had consistently superior ability to discriminate the respective phenotypes. DISCUSSION The results indicate varying discriminatory abilities of the KASP markers assayed and the need for their context-based use for MAS, with PSY2_572 particularly effective in selecting for high TCC. Availing the effective KASP markers on cost-effective genotyping platforms could facilitate practical implementation of marker-assisted cassava breeding for accelerated genetic gains for CMD, DMC and provitamin A carotenoids.
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Affiliation(s)
- Williams Esuma
- National Crops Resources Research Institute, Kampala, Uganda
| | - Oscar Eyoo
- National Crops Resources Research Institute, Kampala, Uganda
- College of Natural Sciences, Department of Plant Sciences, Microbiology and Biotechnology, Makerere University, Kampala, Uganda
| | - Francisca Gwandu
- College of Natural Sciences, Department of Plant Sciences, Microbiology and Biotechnology, Makerere University, Kampala, Uganda
| | - Settumba Mukasa
- College of Natural Sciences, Department of Plant Sciences, Microbiology and Biotechnology, Makerere University, Kampala, Uganda
| | - Titus Alicai
- National Crops Resources Research Institute, Kampala, Uganda
| | - Alfred Ozimati
- National Crops Resources Research Institute, Kampala, Uganda
- College of Natural Sciences, Department of Plant Sciences, Microbiology and Biotechnology, Makerere University, Kampala, Uganda
| | | | - Ismail Rabbi
- International Institute of Tropical Agriculture (IITA), Oyo, Nigeria
| | - Robert Kawuki
- National Crops Resources Research Institute, Kampala, Uganda
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Ige AD, Olasanmi B, Bauchet GJ, Kayondo IS, Mbanjo EGN, Uwugiaren R, Motomura-Wages S, Norton J, Egesi C, Parkes EY, Kulakow P, Ceballos H, Dieng I, Rabbi IY. Validation of KASP-SNP markers in cassava germplasm for marker-assisted selection of increased carotenoid content and dry matter content. FRONTIERS IN PLANT SCIENCE 2022; 13:1016170. [PMID: 36311140 PMCID: PMC9597466 DOI: 10.3389/fpls.2022.1016170] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 08/10/2022] [Accepted: 09/15/2022] [Indexed: 06/16/2023]
Abstract
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.
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Affiliation(s)
- Adenike D. Ige
- International Institute of Tropical Agriculture (IITA), Ibadan, Oyo State, Nigeria
- Pan African University Life and Earth Sciences Institute (including Health and Agriculture), University of Ibadan, Ibadan, Nigeria
| | - Bunmi Olasanmi
- Department of Crop and Horticultural Sciences, University of Ibadan, Ibadan, Nigeria
| | | | - Ismail S. Kayondo
- International Institute of Tropical Agriculture (IITA), Ibadan, Oyo State, Nigeria
| | | | - Ruth Uwugiaren
- International Institute of Tropical Agriculture (IITA), Ibadan, Oyo State, Nigeria
- Molecular Plant Sciences program, Washington State University, Pullman, WA, United States
| | - Sharon Motomura-Wages
- College of Tropical Agriculture and Human Resources, University of Hawaii at Manoa, Hilo, HI, United States
| | - Joanna Norton
- College of Tropical Agriculture and Human Resources, University of Hawaii at Manoa, Hilo, HI, United States
| | - Chiedozie Egesi
- International Institute of Tropical Agriculture (IITA), Ibadan, Oyo State, Nigeria
- Cornell University, Ithaca, NY, United States
| | - Elizabeth Y. Parkes
- International Institute of Tropical Agriculture (IITA), Ibadan, Oyo State, Nigeria
| | - Peter Kulakow
- International Institute of Tropical Agriculture (IITA), Ibadan, Oyo State, Nigeria
| | - Hernán Ceballos
- The Alliance of Bioversity International and the International Center for Tropical Agriculture (CIAT), Cali, Colombia
| | - Ibnou Dieng
- International Institute of Tropical Agriculture (IITA), Ibadan, Oyo State, Nigeria
| | - Ismail Y. Rabbi
- International Institute of Tropical Agriculture (IITA), Ibadan, Oyo State, Nigeria
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I. Udoh L, U. Agogbua J, R. Keyagha E, I. Nkanga I. Carotenoids in Cassava ( Manihot esculenta Crantz). Physiology (Bethesda) 2022. [DOI: 10.5772/intechopen.105210] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022] Open
Abstract
Cassava is produced globally and consumed as an important staple in Africa for its calories, but the crop is deficient in micronutrients such as vitamin A. Pro-vitamin A carotenoids including β-carotene are precursors of vitamin A in the human body. Carotenoids are generally associated with colors of fruits and vegetables. Although most cassava varieties have white tuberous roots and generally accepted, naturally; some cassava roots are colored yellow and contain negligible amounts of vitamin A. Several genes have been identified in the carotenoids biosynthesis pathway of plants, but studies show that Phytoene synthase 2 (PSY2), lycopene epsilon cyclase, and β-carotene hydroxylase genes have higher expression levels in yellow cassava roots. So far, the PSY2 gene has been identified as the key gene associated with carotenoids in cassava. Some initiatives are implementing conventional breeding to increase pro-vitamin A carotenoids in cassava roots, and much success has been achieved in this regard. This chapter highlights various prediction tools employed for carotenoid content in fresh cassava roots, including molecular marker-assisted strategies developed to fast-track the conventional breeding for increased carotenoids in cassava.
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Rabbi IY, Kayondo SI, Bauchet G, Yusuf M, Aghogho CI, Ogunpaimo K, Uwugiaren R, Smith IA, Peteti P, Agbona A, Parkes E, Lydia E, Wolfe M, Jannink JL, Egesi C, Kulakow P. Genome-wide association analysis reveals new insights into the genetic architecture of defensive, agro-morphological and quality-related traits in cassava. PLANT MOLECULAR BIOLOGY 2022; 109:195-213. [PMID: 32734418 PMCID: PMC9162993 DOI: 10.1007/s11103-020-01038-3] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/10/2020] [Accepted: 07/20/2020] [Indexed: 05/05/2023]
Abstract
More than 40 QTLs associated with 14 stress-related, quality and agro-morphological traits were identified. A catalogue of favourable SNP markers for MAS and a list of candidate genes are provided. Cassava (Manihot esculenta) is one of the most important starchy root crops in the tropics due to its adaptation to marginal environments. Genetic progress in this clonally propagated crop can be accelerated through the discovery of markers and candidate genes that could be used in cassava breeding programs. We carried out a genome-wide association study (GWAS) using a panel of 5130 clones developed at the International Institute of Tropical Agriculture-Nigeria. The population was genotyped at more than 100,000 SNP markers via genotyping-by-sequencing (GBS). Genomic regions underlying genetic variation for 14 traits classified broadly into four categories: biotic stress (cassava mosaic disease and cassava green mite severity); quality (dry matter content and carotenoid content) and plant agronomy (harvest index and plant type) were investigated. We also included several agro-morphological traits related to leaves, stems and roots with high heritability. In total, 41 significant associations were uncovered. While some of the identified loci matched with those previously reported, we present additional association signals for the traits. We provide a catalogue of favourable alleles at the most significant SNP for each trait-locus combination and candidate genes occurring within the GWAS hits. These resources provide a foundation for the development of markers that could be used in cassava breeding programs and candidate genes for functional validation.
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Affiliation(s)
- Ismail Yusuf Rabbi
- International Institute of Tropical Agriculture (IITA), Ibadan, 200001, Oyo State, Nigeria.
| | - Siraj Ismail Kayondo
- International Institute of Tropical Agriculture (IITA), Ibadan, 200001, Oyo State, Nigeria
| | | | - Muyideen Yusuf
- International Institute of Tropical Agriculture (IITA), Ibadan, 200001, Oyo State, Nigeria
| | - Cynthia Idhigu Aghogho
- International Institute of Tropical Agriculture (IITA), Ibadan, 200001, Oyo State, Nigeria
| | - Kayode Ogunpaimo
- International Institute of Tropical Agriculture (IITA), Ibadan, 200001, Oyo State, Nigeria
| | - Ruth Uwugiaren
- International Institute of Tropical Agriculture (IITA), Ibadan, 200001, Oyo State, Nigeria
| | - Ikpan Andrew Smith
- International Institute of Tropical Agriculture (IITA), Ibadan, 200001, Oyo State, Nigeria
| | - Prasad Peteti
- International Institute of Tropical Agriculture (IITA), Ibadan, 200001, Oyo State, Nigeria
| | - Afolabi Agbona
- International Institute of Tropical Agriculture (IITA), Ibadan, 200001, Oyo State, Nigeria
| | - Elizabeth Parkes
- International Institute of Tropical Agriculture (IITA), Ibadan, 200001, Oyo State, Nigeria
| | - Ezenwaka Lydia
- National Root Crops Research Institute (NRCRI), PMB 7006, Umudike, 440221, Nigeria
| | - Marnin Wolfe
- Section on Plant Breeding and Genetics, School of Integrative Plant Sciences, Cornell University, Ithaca, NY, 14850, USA
| | - Jean-Luc Jannink
- Section on Plant Breeding and Genetics, School of Integrative Plant Sciences, Cornell University, Ithaca, NY, 14850, USA
- United States Department of Agriculture - Agriculture Research Service, Ithaca, NY, 14850, USA
| | - Chiedozie Egesi
- International Institute of Tropical Agriculture (IITA), Ibadan, 200001, Oyo State, Nigeria
- National Root Crops Research Institute (NRCRI), PMB 7006, Umudike, 440221, Nigeria
- Global Development Department, College of Agriculture and Life Sciences, Cornell University, Ithaca, NY, 14850, USA
| | - Peter Kulakow
- International Institute of Tropical Agriculture (IITA), Ibadan, 200001, Oyo State, Nigeria
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Jaramillo AM, Sierra S, Chavarriaga-Aguirre P, Castillo DK, Gkanogiannis A, López-Lavalle LAB, Arciniegas JP, Sun T, Li L, Welsch R, Boy E, Álvarez D. Characterization of cassava ORANGE proteins and their capability to increase provitamin A carotenoids accumulation. PLoS One 2022; 17:e0262412. [PMID: 34995328 PMCID: PMC8741059 DOI: 10.1371/journal.pone.0262412] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/24/2020] [Accepted: 12/23/2021] [Indexed: 11/19/2022] Open
Abstract
Cassava (Manihot esculenta Crantz) biofortification with provitamin A carotenoids is an ongoing process that aims to alleviate vitamin A deficiency. The moderate content of provitamin A carotenoids achieved so far limits the contribution to providing adequate dietary vitamin A levels. Strategies to increase carotenoid content focused on genes from the carotenoids biosynthesis pathway. In recent years, special emphasis was given to ORANGE protein (OR), which promotes the accumulation of carotenoids and their stability in several plants. The aim of this work was to identify, characterize and investigate the role of OR in the biosynthesis and stabilization of carotenoids in cassava and its relationship with phytoene synthase (PSY), the rate-limiting enzyme of the carotenoids biosynthesis pathway. Gene and protein characterization of OR, expression levels, protein amounts and carotenoids levels were evaluated in roots of one white (60444) and two yellow cassava cultivars (GM5309-57 and GM3736-37). Four OR variants were found in yellow cassava roots. Although comparable expression was found for three variants, significantly higher OR protein amounts were observed in the yellow varieties. In contrast, cassava PSY1 expression was significantly higher in the yellow cultivars, but PSY protein amount did not vary. Furthermore, we evaluated whether expression of one of the variants, MeOR_X1, affected carotenoid accumulation in cassava Friable Embryogenic Callus (FEC). Overexpression of maize PSY1 alone resulted in carotenoids accumulation and induced crystal formation. Co-expression with MeOR_X1 led to greatly increase of carotenoids although PSY1 expression was high in the co-expressed FEC. Our data suggest that posttranslational mechanisms controlling OR and PSY protein stability contribute to higher carotenoid levels in yellow cassava. Moreover, we showed that cassava FEC can be used to study the efficiency of single and combinatorial gene expression in increasing the carotenoid content prior to its application for the generation of biofortified cassava with enhanced carotenoids levels.
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Affiliation(s)
- Angélica M. Jaramillo
- HarvestPlus, c/o The Alliance of Bioversity International and the International Center for Tropical Agriculture (CIAT), Cali, Colombia
| | - Santiago Sierra
- The Alliance of Bioversity International and the International Center for Tropical Agriculture (CIAT), Cali, Colombia
| | - Paul Chavarriaga-Aguirre
- The Alliance of Bioversity International and the International Center for Tropical Agriculture (CIAT), Cali, Colombia
| | - Diana Katherine Castillo
- The Alliance of Bioversity International and the International Center for Tropical Agriculture (CIAT), Cali, Colombia
| | - Anestis Gkanogiannis
- The Alliance of Bioversity International and the International Center for Tropical Agriculture (CIAT), Cali, Colombia
| | | | - Juan Pablo Arciniegas
- The Alliance of Bioversity International and the International Center for Tropical Agriculture (CIAT), Cali, Colombia
| | - Tianhu Sun
- Robert W. Holley Center for Agriculture and Health, USDA-ARS, Cornell University, Ithaca, New York, United States of America
| | - Li Li
- Robert W. Holley Center for Agriculture and Health, USDA-ARS, Cornell University, Ithaca, New York, United States of America
| | - Ralf Welsch
- Faculty of Biology II, University of Freiburg, Freiburg, Germany
| | - Erick Boy
- HarvestPlus, International Food Policy Research Institute, Washington, DC, United States of America
| | - Daniel Álvarez
- HarvestPlus, c/o The Alliance of Bioversity International and the International Center for Tropical Agriculture (CIAT), Cali, Colombia
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Uchendu K, Njoku DN, Paterne A, Rabbi IY, Dzidzienyo D, Tongoona P, Offei S, Egesi C. Genome-Wide Association Study of Root Mealiness and Other Texture-Associated Traits in Cassava. FRONTIERS IN PLANT SCIENCE 2021; 12:770434. [PMID: 34975953 PMCID: PMC8719520 DOI: 10.3389/fpls.2021.770434] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 09/03/2021] [Accepted: 11/25/2021] [Indexed: 06/14/2023]
Abstract
Cassava breeders have made significant progress in developing new genotypes with improved agronomic characteristics such as improved root yield and resistance against biotic and abiotic stresses. However, these new and improved cassava (Manihot esculenta Crantz) varieties in cultivation in Nigeria have undergone little or no improvement in their culinary qualities; hence, there is a paucity of genetic information regarding the texture of boiled cassava, particularly with respect to its mealiness, the principal sensory quality attribute of boiled cassava roots. The current study aimed at identifying genomic regions and polymorphisms associated with natural variation for root mealiness and other texture-related attributes of boiled cassava roots, which includes fibre, adhesiveness (ADH), taste, aroma, colour, and firmness. We performed a genome-wide association (GWAS) analysis using phenotypic data from a panel of 142 accessions obtained from the National Root Crops Research Institute (NRCRI), Umudike, Nigeria, and a set of 59,792 high-quality single nucleotide polymorphisms (SNPs) distributed across the cassava genome. Through genome-wide association mapping, we identified 80 SNPs that were significantly associated with root mealiness, fibre, adhesiveness, taste, aroma, colour and firmness on chromosomes 1, 4, 5, 6, 10, 13, 17 and 18. We also identified relevant candidate genes that are co-located with peak SNPs linked to these traits in M. esculenta. A survey of the cassava reference genome v6.1 positioned the SNPs on chromosome 13 in the vicinity of Manes.13G026900, a gene recognized as being responsible for cell adhesion and for the mealiness or crispness of vegetables and fruits, and also known to play an important role in cooked potato texture. This study provides the first insights into understanding the underlying genetic basis of boiled cassava root texture. After validation, the markers and candidate genes identified in this novel work could provide important genomic resources for use in marker-assisted selection (MAS) and genomic selection (GS) to accelerate genetic improvement of root mealiness and other culinary qualities in cassava breeding programmes in West Africa, especially in Nigeria, where the consumption of boiled and pounded cassava is low.
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Affiliation(s)
- Kelechi Uchendu
- West Africa Centre for Crop Improvement (WACCI), University of Ghana, Accra, Ghana
- National Root Crops Research Institute (NRCRI), Umudike, Nigeria
| | | | - Agre Paterne
- International Institute of Tropical Agriculture (IITA), Ibadan, Nigeria
| | | | - Daniel Dzidzienyo
- West Africa Centre for Crop Improvement (WACCI), University of Ghana, Accra, Ghana
| | - Pangirayi Tongoona
- West Africa Centre for Crop Improvement (WACCI), University of Ghana, Accra, Ghana
| | - Samuel Offei
- West Africa Centre for Crop Improvement (WACCI), University of Ghana, Accra, Ghana
| | - Chiedozie Egesi
- National Root Crops Research Institute (NRCRI), Umudike, Nigeria
- International Institute of Tropical Agriculture (IITA), Ibadan, Nigeria
- Department of Plant Breeding and Genetics, Cornell University, Ithaca, NY, United States
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10
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Torres LG, de Oliveira EJ, Ogbonna AC, Bauchet GJ, Mueller LA, Azevedo CF, Fonseca e Silva F, Simiqueli GF, de Resende MDV. Can Cross-Country Genomic Predictions Be a Reasonable Strategy to Support Germplasm Exchange? - A Case Study With Hydrogen Cyanide in Cassava. FRONTIERS IN PLANT SCIENCE 2021; 12:742638. [PMID: 34956254 PMCID: PMC8692580 DOI: 10.3389/fpls.2021.742638] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 07/16/2021] [Accepted: 11/08/2021] [Indexed: 06/14/2023]
Abstract
Genomic prediction (GP) offers great opportunities for accelerated genetic gains by optimizing the breeding pipeline. One of the key factors to be considered is how the training populations (TP) are composed in terms of genetic improvement, kinship/origin, and their impacts on GP. Hydrogen cyanide content (HCN) is a determinant trait to guide cassava's products usage and processing. This work aimed to achieve the following objectives: (i) evaluate the feasibility of using cross-country (CC) GP between germplasm's of Embrapa Mandioca e Fruticultura (Embrapa, Brazil) and The International Institute of Tropical Agriculture (IITA, Nigeria) for HCN; (ii) provide an assessment of population structure for the joint dataset; (iii) estimate the genetic parameters based on single nucleotide polymorphisms (SNPs) and a haplotype-approach. Datasets of HCN from Embrapa and IITA breeding programs were analyzed, separately and jointly, with 1,230, 590, and 1,820 clones, respectively. After quality control, ∼14K SNPs were used for GP. The genomic estimated breeding values (GEBVs) were predicted based on SNP effects from analyses with TP composed of the following: (i) Embrapa genotypic and phenotypic data, (ii) IITA genotypic and phenotypic data, and (iii) the joint datasets. Comparisons on GEBVs' estimation were made considering the hypothetical situation of not having the phenotypic characterization for a set of clones for a certain research institute/country and might need to use the markers' effects that were trained with data from other research institutes/country's germplasm to estimate their clones' GEBV. Fixation index (FST) among the genetic groups identified within the joint dataset ranged from 0.002 to 0.091. The joint dataset provided an improved accuracy (0.8-0.85) compared to the prediction accuracy of either germplasm's sources individually (0.51-0.67). CC GP proved to have potential use under the present study's scenario, the correlation between GEBVs predicted with TP from Embrapa and IITA was 0.55 for Embrapa's germplasm, whereas for IITA's it was 0.1. This seems to be among the first attempts to evaluate the CC GP in plants. As such, a lot of useful new information was provided on the subject, which can guide new research on this very important and emerging field.
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Affiliation(s)
- Lívia Gomes Torres
- Department of Plant Science, Universidade Federal de Viçosa, Viçosa, Brazil
| | | | - Alex C. Ogbonna
- Department of Plant Breeding and Genetics, Cornell University, Ithaca, NY, United States
- Boyce Thompson Institute, Ithaca, NY, United States
| | | | - Lukas A. Mueller
- Department of Plant Breeding and Genetics, Cornell University, Ithaca, NY, United States
- Boyce Thompson Institute, Ithaca, NY, United States
| | | | | | | | - Marcos Deon Vilela de Resende
- Department of Forestry Engineering, Universidade Federal de Viçosa, Viçosa, Brazil
- Embrapa Café, Universidade Federal de Viçosa, Viçosa, Brazil
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Ikeogu UN, Akdemir D, Wolfe MD, Okeke UG, Chinedozi A, Jannink JL, Egesi CN. Genetic Correlation, Genome-Wide Association and Genomic Prediction of Portable NIRS Predicted Carotenoids in Cassava Roots. FRONTIERS IN PLANT SCIENCE 2019; 10:1570. [PMID: 31867030 PMCID: PMC6904298 DOI: 10.3389/fpls.2019.01570] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/27/2019] [Accepted: 11/08/2019] [Indexed: 05/21/2023]
Abstract
Random forests (RF) was used to correlate spectral responses to known wet chemistry carotenoid concentrations including total carotenoid content (TCC), all-trans β-carotene (ATBC), violaxanthin (VIO), lutein (LUT), 15-cis beta-carotene (15CBC), 13-cis beta-carotene (13CBC), alpha-carotene (AC), 9-cis beta-carotene (9CBC), and phytoene (PHY) from laboratory analysis of 173 cassava root samples in Columbia. The cross-validated correlations between the actual and estimated carotenoid values using RF ranged from 0.62 in PHY to 0.97 in ATBC. The developed models were used to evaluate the carotenoids of 594 cassava clones with spectral information collected across three locations in a national breeding program (NRCRI, Umudike), Nigeria. Both populations contained cassava clones characterized as white and yellow. The NRCRI evaluated phenotypes were used to assess the genetic correlations, conduct genome-wide association studies (GWAS), and genomic predictions. Estimates of genetic correlation showed various levels of the relationship among the carotenoids. The associations between TCC and the individual carotenoids were all significant (P < 0.001) with high positive values (r > 0.75, except in LUT and PHY where r < 0.3). The GWAS revealed significant genomic regions on chromosomes 1, 2, 4, 13, 14, and 15 associated with variation in at least one of the carotenoids. One of the identified candidate genes, phytoene synthase (PSY) has been widely reported for variation in TCC in cassava. On average, genomic prediction accuracies from the single-trait genomic best linear unbiased prediction (GBLUP) and RF as well as from a multiple-trait GBLUP model ranged from ∼0.2 in LUT and PHY to 0.52 in TCC. The multiple-trait GBLUP model gave slightly higher accuracies than the single trait GBLUP and RF models. This study is one of the initial attempts in understanding the genetic basis of individual carotenoids and demonstrates the usefulness of NIRS in cassava improvement.
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Affiliation(s)
- Ugochukwu N. Ikeogu
- Plant Breeding and Genetics Section, Cornell University, Ithaca, NY, United States
- Biotechnology Department, National Root Crops Research Institute, Umudike, Nigeria
| | - Deniz Akdemir
- Cornell University Statistical Consulting Unit (CSCU), Cornell University, Ithaca, NY, United States
| | - Marnin D. Wolfe
- Plant Breeding and Genetics Section, Cornell University, Ithaca, NY, United States
| | - Uche G. Okeke
- Plant Breeding and Genetics Section, Cornell University, Ithaca, NY, United States
| | - Amaefula Chinedozi
- Biotechnology Department, National Root Crops Research Institute, Umudike, Nigeria
| | - Jean-Luc Jannink
- Plant Breeding and Genetics Section, Cornell University, Ithaca, NY, United States
- Plant, Soil and Nutrition Research, Robert W. Holley Center for Agriculture & Health, Agricultural Research Service, United States Department of Agriculture (USDA), Ithaca, NY, United States
| | - Chiedozie N. Egesi
- Plant Breeding and Genetics Section, Cornell University, Ithaca, NY, United States
- Biotechnology Department, National Root Crops Research Institute, Umudike, Nigeria
- Cassava Breeding Department, International Institute of Tropical Agriculture (IITA), Ibadan, Nigeria
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12
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Atwijukire E, Hawumba JF, Baguma Y, Wembabazi E, Esuma W, Kawuki RS, Nuwamanya E. Starch quality traits of improved provitamin A cassava ( Manihot esculenta Crantz). Heliyon 2019; 5:e01215. [PMID: 30788444 PMCID: PMC6369266 DOI: 10.1016/j.heliyon.2019.e01215] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/27/2018] [Revised: 12/10/2018] [Accepted: 02/01/2019] [Indexed: 11/29/2022] Open
Abstract
Provitamin A cassava clones were analysed for starch yield and critical starch quality attributes, to understand possible applications in the food industry. Total carotenoids content in the test clones ranged from 0.03-11.94 μg g-1 of fresh root. Starch yield ranged from 8.4-33.2 % and correlated negatively (r = -0.588, P < 0.001) with carotenoids content. Amylose content (16.4–22.1%) didn't differ significantly (P ≤ 0.05) among the cassava clones. Meanwhile, total carotenoid content had significant negative correlations (P ≤ 0.05) with starch pasting temperature, peak time, setback viscosities and peak area. The reduced peak time and pasting temperatures in high-carotenoid cassava signifies reduction in energy requirements in yellow-fleshed roots when compared to white-fleshed cassava. This attribute is desirable for the food industry as it would reduce the overall cost of processing the cassava. Furthermore, final viscosities of starch from carotenoid-rich cassava were lower than those of white-fleshed roots, making provitamin A cassava suitable for soft food processing.
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Affiliation(s)
- Evans Atwijukire
- Department of Biochemistry and Sports Science, College of Natural Sciences, Makerere University, P.O. Box 7062, Kampala, Uganda.,National Agricultural Research Organisation (NARO), National Crops Resources Research Institute, 9 Km Gayaza-Zirobwe Road, P.O. Box 7084, Kampala, Uganda
| | - Joseph Ffuna Hawumba
- Department of Biochemistry and Sports Science, College of Natural Sciences, Makerere University, P.O. Box 7062, Kampala, Uganda
| | - Yona Baguma
- National Agricultural Research Organization, Secretariat, Plot 3, Lugard Avenue, P.O. Box 295, Entebbe, Uganda
| | - Enoch Wembabazi
- National Agricultural Research Organisation (NARO), National Crops Resources Research Institute, 9 Km Gayaza-Zirobwe Road, P.O. Box 7084, Kampala, Uganda
| | - Williams Esuma
- National Agricultural Research Organisation (NARO), National Crops Resources Research Institute, 9 Km Gayaza-Zirobwe Road, P.O. Box 7084, Kampala, Uganda
| | - Robert Sezi Kawuki
- National Agricultural Research Organisation (NARO), National Crops Resources Research Institute, 9 Km Gayaza-Zirobwe Road, P.O. Box 7084, Kampala, Uganda
| | - Ephraim Nuwamanya
- National Agricultural Research Organisation (NARO), National Crops Resources Research Institute, 9 Km Gayaza-Zirobwe Road, P.O. Box 7084, Kampala, Uganda
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13
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Tappiban P, Smith DR, Triwitayakorn K, Bao J. Recent understanding of starch biosynthesis in cassava for quality improvement: A review. Trends Food Sci Technol 2019. [DOI: 10.1016/j.tifs.2018.11.019] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
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14
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Strobbe S, De Lepeleire J, Van Der Straeten D. From in planta Function to Vitamin-Rich Food Crops: The ACE of Biofortification. FRONTIERS IN PLANT SCIENCE 2018; 9:1862. [PMID: 30619424 PMCID: PMC6305313 DOI: 10.3389/fpls.2018.01862] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/28/2018] [Accepted: 12/03/2018] [Indexed: 05/11/2023]
Abstract
Humans are highly dependent on plants to reach their dietary requirements, as plant products contribute both to energy and essential nutrients. For many decades, plant breeders have been able to gradually increase yields of several staple crops, thereby alleviating nutritional needs with varying degrees of success. However, many staple crops such as rice, wheat and corn, although delivering sufficient calories, fail to satisfy micronutrient demands, causing the so called 'hidden hunger.' Biofortification, the process of augmenting nutritional quality of food through the use of agricultural methodologies, is a pivotal asset in the fight against micronutrient malnutrition, mainly due to vitamin and mineral deficiencies. Several technical advances have led to recent breakthroughs. Nutritional genomics has come to fruition based on marker-assisted breeding enabling rapid identification of micronutrient related quantitative trait loci (QTL) in the germplasm of interest. As a complement to these breeding techniques, metabolic engineering approaches, relying on a continuously growing fundamental knowledge of plant metabolism, are able to overcome some of the inevitable pitfalls of breeding. Alteration of micronutrient levels does also require fundamental knowledge about their role and influence on plant growth and development. This review focuses on our knowledge about provitamin A (beta-carotene), vitamin C (ascorbate) and the vitamin E group (tocochromanols). We begin by providing an overview of the functions of these vitamins in planta, followed by highlighting some of the achievements in the nutritional enhancement of food crops via conventional breeding and genetic modification, concluding with an evaluation of the need for such biofortification interventions. The review further elaborates on the vast potential of creating nutritionally enhanced crops through multi-pathway engineering and the synergistic potential of conventional breeding in combination with genetic engineering, including the impact of novel genome editing technologies.
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15
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Kayondo SI, Pino Del Carpio D, Lozano R, Ozimati A, Wolfe M, Baguma Y, Gracen V, Offei S, Ferguson M, Kawuki R, Jannink JL. Genome-wide association mapping and genomic prediction for CBSD resistance in Manihot esculenta. Sci Rep 2018; 8:1549. [PMID: 29367617 PMCID: PMC5784162 DOI: 10.1038/s41598-018-19696-1] [Citation(s) in RCA: 50] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2017] [Accepted: 01/08/2018] [Indexed: 12/04/2022] Open
Abstract
Cassava (Manihot esculenta Crantz) is an important security crop that faces severe yield loses due to cassava brown streak disease (CBSD). Motivated by the slow progress of conventional breeding, genetic improvement of cassava is undergoing rapid change due to the implementation of quantitative trait loci mapping, Genome-wide association mapping (GWAS), and genomic selection (GS). In this study, two breeding panels were genotyped for SNP markers using genotyping by sequencing and phenotyped for foliar and CBSD root symptoms at five locations in Uganda. Our GWAS study found two regions associated to CBSD, one on chromosome 4 which co-localizes with a Manihot glaziovii introgression segment and one on chromosome 11, which contains a cluster of nucleotide-binding site-leucine-rich repeat (NBS-LRR) genes. We evaluated the potential of GS to improve CBSD resistance by assessing the accuracy of seven prediction models. Predictive accuracy values varied between CBSD foliar severity traits at 3 months after planting (MAP) (0.27-0.32), 6 MAP (0.40-0.42) and root severity (0.31-0.42). For all traits, Random Forest and reproducing kernel Hilbert spaces regression showed the highest predictive accuracies. Our results provide an insight into the genetics of CBSD resistance to guide CBSD marker-assisted breeding and highlight the potential of GS to improve cassava breeding.
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Affiliation(s)
- Siraj Ismail Kayondo
- National Crop Resources Research Institute, NaCRRI, P.O. Box, 7084, Kampala, Uganda.
- West Africa Center for Crop Improvement, , (WACCI), University of Ghana, Accra, Ghana.
| | - Dunia Pino Del Carpio
- School of Integrative Plant Sciences, Section of Plant Breeding and Genetics, Cornell University, Ithaca, New York, USA
| | - Roberto Lozano
- School of Integrative Plant Sciences, Section of Plant Breeding and Genetics, Cornell University, Ithaca, New York, USA
| | - Alfred Ozimati
- National Crop Resources Research Institute, NaCRRI, P.O. Box, 7084, Kampala, Uganda
- School of Integrative Plant Sciences, Section of Plant Breeding and Genetics, Cornell University, Ithaca, New York, USA
| | - Marnin Wolfe
- School of Integrative Plant Sciences, Section of Plant Breeding and Genetics, Cornell University, Ithaca, New York, USA
| | - Yona Baguma
- National Crop Resources Research Institute, NaCRRI, P.O. Box, 7084, Kampala, Uganda
| | - Vernon Gracen
- West Africa Center for Crop Improvement, , (WACCI), University of Ghana, Accra, Ghana
- School of Integrative Plant Sciences, Section of Plant Breeding and Genetics, Cornell University, Ithaca, New York, USA
| | - Samuel Offei
- West Africa Center for Crop Improvement, , (WACCI), University of Ghana, Accra, Ghana
| | - Morag Ferguson
- International Institute for Tropical Agriculture (IITA), Nairobi, Kenya
| | - Robert Kawuki
- National Crop Resources Research Institute, NaCRRI, P.O. Box, 7084, Kampala, Uganda
| | - Jean-Luc Jannink
- School of Integrative Plant Sciences, Section of Plant Breeding and Genetics, Cornell University, Ithaca, New York, USA
- US Department of Agriculture, Agricultural Research Service (USDA-ARS), Ithaca, New York, USA
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16
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Rabbi IY, Udoh LI, Wolfe M, Parkes EY, Gedil MA, Dixon A, Ramu P, Jannink JL, Kulakow P. Genome-Wide Association Mapping of Correlated Traits in Cassava: Dry Matter and Total Carotenoid Content. THE PLANT GENOME 2017; 10:10.3835/plantgenome2016.09.0094. [PMID: 29293815 PMCID: PMC7822061 DOI: 10.3835/plantgenome2016.09.0094] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/15/2016] [Accepted: 06/12/2017] [Indexed: 05/19/2023]
Abstract
Cassava is a starchy root crop cultivated in the tropics for fresh consumption and commercial processing. Primary selection objectives in cassava breeding include dry matter content and micronutrient density, particularly provitamin A carotenoids. These traits are negatively correlated in the African germplasm. This study aimed at identifying genetic markers associated with these traits and uncovering whether linkage and/or pleiotropy were responsible for observed negative correlation. A genome-wide association mapping using 672 clones genotyped at 72,279 single nucleotide polymorphism (SNP) loci was performed. Root yellowness was used indirectly to assess variation in carotenoid content. Two major loci for root yellowness were identified on chromosome 1 at positions 24.1 and 30.5 Mbp. A single locus for dry matter content that colocated with the 24.1 Mbp peak for carotenoids was identified. Haplotypes at these loci explained 70 and 37% of the phenotypic variability for root yellowness and dry matter content, respectively. Evidence of megabase-scale linkage disequilibrium (LD) around the major loci of the two traits and detection of the major dry matter locus in independent analysis for the white- and yellow-root subpopulations suggests that physical linkage rather that pleiotropy is more likely to be the cause of the negative correlation between the target traits. Moreover, candidate genes for carotenoid () and starch biosynthesis ( and ) occurred in the vicinity of the identified locus at 24.1 Mbp. These findings elucidate the genetic architecture of carotenoids and dry matter in cassava and provide an opportunity to accelerate breeding of these traits.
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Affiliation(s)
- Ismail Y. Rabbi
- International Institute of Tropical Agriculture (IITA), PMB 5320 Ibadan, Oyo, Nigeria
- Corresponding author ()
| | - Lovina I. Udoh
- International Institute of Tropical Agriculture (IITA), PMB 5320 Ibadan, Oyo, Nigeria
| | - Marnin Wolfe
- Dep. of Plant Breeding and Genetics, Cornell Univ., Ithaca, NY 14853
| | - Elizabeth Y. Parkes
- International Institute of Tropical Agriculture (IITA), PMB 5320 Ibadan, Oyo, Nigeria
| | - Melaku A. Gedil
- International Institute of Tropical Agriculture (IITA), PMB 5320 Ibadan, Oyo, Nigeria
| | - Alfred Dixon
- International Institute of Tropical Agriculture (IITA), PMB 5320 Ibadan, Oyo, Nigeria
| | - Punna Ramu
- Institute of Genomic Diversity, Cornell Univ., Ithaca, NY 14853
| | - Jean-Luc Jannink
- Dep. of Plant Breeding and Genetics, Cornell Univ., Ithaca, NY 14853
- USDA-ARS, R.W. Holley Center for Agriculture and Health, Ithaca, NY 14853
| | - Peter Kulakow
- International Institute of Tropical Agriculture (IITA), PMB 5320 Ibadan, Oyo, Nigeria
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Wolfe MD, Carpio DPD, Alabi O, Ezenwaka LC, Ikeogu UN, Kayondo IS, Lozano R, Okeke UG, Ozimati AA, Williams E, Egesi C, Kawuki RS, Kulakow P, Rabbi IY, Jannink JL. Prospects for Genomic Selection in Cassava Breeding. THE PLANT GENOME 2017; 10:10.3835/plantgenome2017.03.0015. [PMID: 29293806 PMCID: PMC7822052 DOI: 10.3835/plantgenome2017.03.0015] [Citation(s) in RCA: 73] [Impact Index Per Article: 10.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/19/2023]
Abstract
Cassava ( Crantz) is a clonally propagated staple food crop in the tropics. Genomic selection (GS) has been implemented at three breeding institutions in Africa to reduce cycle times. Initial studies provided promising estimates of predictive abilities. Here, we expand on previous analyses by assessing the accuracy of seven prediction models for seven traits in three prediction scenarios: cross-validation within populations, cross-population prediction and cross-generation prediction. We also evaluated the impact of increasing the training population (TP) size by phenotyping progenies selected either at random or with a genetic algorithm. Cross-validation results were mostly consistent across programs, with nonadditive models predicting of 10% better on average. Cross-population accuracy was generally low (mean = 0.18) but prediction of cassava mosaic disease increased up to 57% in one Nigerian population when data from another related population were combined. Accuracy across generations was poorer than within-generation accuracy, as expected, but accuracy for dry matter content and mosaic disease severity should be sufficient for rapid-cycling GS. Selection of a prediction model made some difference across generations, but increasing TP size was more important. With a genetic algorithm, selection of one-third of progeny could achieve an accuracy equivalent to phenotyping all progeny. We are in the early stages of GS for this crop but the results are promising for some traits. General guidelines that are emerging are that TPs need to continue to grow but phenotyping can be done on a cleverly selected subset of individuals, reducing the overall phenotyping burden.
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Affiliation(s)
- Marnin D. Wolfe
- Section on Plant Breeding and Genetics, Cornell Univ., Ithaca, NY
- Corresponding authors (, )
| | - Dunia Pino Del Carpio
- Section on Plant Breeding and Genetics, Cornell Univ., Ithaca, NY
- Corresponding authors (, )
| | - Olumide Alabi
- International Inst. for Tropical Agriculture, Ibadan, Oyo, Nigeria
| | | | - Ugochukwu N. Ikeogu
- Section on Plant Breeding and Genetics, Cornell Univ., Ithaca, NY
- National Root Crops Research Inst., Umudike, Umuahia, Nigeria
| | | | - Roberto Lozano
- Section on Plant Breeding and Genetics, Cornell Univ., Ithaca, NY
| | - Uche G. Okeke
- Section on Plant Breeding and Genetics, Cornell Univ., Ithaca, NY
- International Inst. for Tropical Agriculture, Ibadan, Oyo, Nigeria
| | - Alfred A. Ozimati
- Section on Plant Breeding and Genetics, Cornell Univ., Ithaca, NY
- National Crops Resources Research Inst., Namulonge, Uganda
| | - Esuma Williams
- National Crops Resources Research Inst., Namulonge, Uganda
| | - Chiedozie Egesi
- International Inst. for Tropical Agriculture, Ibadan, Oyo, Nigeria
- National Root Crops Research Inst., Umudike, Umuahia, Nigeria
- International Programs, College of Agriculture and Life Sciences, Cornell Univ., Ithaca, NY
| | | | - Peter Kulakow
- International Inst. for Tropical Agriculture, Ibadan, Oyo, Nigeria
| | - Ismail Y. Rabbi
- International Inst. for Tropical Agriculture, Ibadan, Oyo, Nigeria
| | - Jean-Luc Jannink
- Section on Plant Breeding and Genetics, Cornell Univ., Ithaca, NY
- USDA-ARS, R.W. Holley Center for Agriculture and Health, Ithaca, NY
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18
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Tuberosa R, Frascaroli E, Salvi S. Leveraging plant genomics for better and healthier food. Curr Opin Food Sci 2017. [DOI: 10.1016/j.cofs.2017.09.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
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