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Yin P, Fu X, Feng H, Yang Y, Xu J, Zhang X, Wang M, Ji S, Zhao B, Fang H, Du X, Li Y, Hu S, Li K, Xu S, Li Z, Liu F, Xiao Y, Wang Y, Li J, Yang X. Linkage and association mapping in multi-parental populations reveal the genetic basis of carotenoid variation in maize kernels. PLANT BIOTECHNOLOGY JOURNAL 2024; 22:2312-2326. [PMID: 38548388 PMCID: PMC11258976 DOI: 10.1111/pbi.14346] [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: 12/06/2023] [Revised: 03/02/2024] [Accepted: 03/14/2024] [Indexed: 07/21/2024]
Abstract
Carotenoids are indispensable to plants and critical components of the human diet. The carotenoid metabolic pathway is conserved across plant species, but our understanding of the genetic basis of carotenoid variation remains limited for the seeds of most cereal crops. To address this issue, we systematically performed linkage and association mapping for eight carotenoid traits using six recombinant inbred line (RIL) populations. Single linkage mapping (SLM) and joint linkage mapping (JLM) identified 77 unique additive QTLs and 104 pairs of epistatic QTLs. Among these QTLs, we identified 22 overlapping hotspots of additive and epistatic loci, highlighting the important contributions of some QTLs to carotenoid levels through additive or epistatic mechanisms. A genome-wide association study based on all RILs detected 244 candidate genes significantly associated with carotenoid traits, 23 of which were annotated as carotenoid pathway genes. Effect comparisons suggested that a small number of loci linked to pathway genes have substantial effects on carotenoid variation in our tested populations, but many loci not associated with pathway genes also make important contributions to carotenoid variation. We identified ZmPTOX as the causal gene for a QTL hotspot (Q10/JLM10/GWAS019); this gene encodes a putative plastid terminal oxidase that produces plastoquinone-9 used by two enzymes in the carotenoid pathway. Natural variants in the promoter and second exon of ZmPTOX were found to alter carotenoid levels. This comprehensive assessment of the genetic mechanisms underlying carotenoid variation establishes a foundation for rewiring carotenoid metabolism and accumulation for efficient carotenoid biofortification.
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Affiliation(s)
- Pengfei Yin
- State Key Laboratory of Plant Environmental Resilience and National Maize Improvement Center of ChinaChina Agricultural UniversityBeijingChina
| | - Xiuyi Fu
- State Key Laboratory of Plant Environmental Resilience and National Maize Improvement Center of ChinaChina Agricultural UniversityBeijingChina
- Beijing Key Laboratory of Maize DNA Fingerprinting and Molecular BreedingMaize Research InstituteBeijing Academy of Agriculture and Forestry Sciences (BAAFS)BeijingChina
| | - Haiying Feng
- State Key Laboratory of Plant Environmental Resilience and National Maize Improvement Center of ChinaChina Agricultural UniversityBeijingChina
| | - Yanyan Yang
- State Key Laboratory of Plant Environmental Resilience and National Maize Improvement Center of ChinaChina Agricultural UniversityBeijingChina
| | - Jing Xu
- State Key Laboratory of Plant Environmental Resilience and National Maize Improvement Center of ChinaChina Agricultural UniversityBeijingChina
| | - Xuan Zhang
- State Key Laboratory of Plant Environmental Resilience and National Maize Improvement Center of ChinaChina Agricultural UniversityBeijingChina
| | - Min Wang
- State Key Laboratory of Plant Environmental Resilience and National Maize Improvement Center of ChinaChina Agricultural UniversityBeijingChina
| | - Shenghui Ji
- State Key Laboratory of Plant Environmental Resilience and National Maize Improvement Center of ChinaChina Agricultural UniversityBeijingChina
| | - Binghao Zhao
- State Key Laboratory of Plant Environmental Resilience and National Maize Improvement Center of ChinaChina Agricultural UniversityBeijingChina
| | - Hui Fang
- State Key Laboratory of Plant Environmental Resilience and National Maize Improvement Center of ChinaChina Agricultural UniversityBeijingChina
| | - Xiaoxia Du
- State Key Laboratory of Plant Environmental Resilience and National Maize Improvement Center of ChinaChina Agricultural UniversityBeijingChina
| | - Yaru Li
- State Key Laboratory of Plant Environmental Resilience and National Maize Improvement Center of ChinaChina Agricultural UniversityBeijingChina
| | - Shuting Hu
- State Key Laboratory of Plant Environmental Resilience and National Maize Improvement Center of ChinaChina Agricultural UniversityBeijingChina
| | - Kun Li
- State Key Laboratory of Plant Environmental Resilience and National Maize Improvement Center of ChinaChina Agricultural UniversityBeijingChina
| | - Shutu Xu
- State Key Laboratory of Plant Environmental Resilience and National Maize Improvement Center of ChinaChina Agricultural UniversityBeijingChina
| | - Zhigang Li
- State Key Laboratory of Plant Environmental Resilience and National Maize Improvement Center of ChinaChina Agricultural UniversityBeijingChina
| | - Fang Liu
- Center for Crop Functional Genomics and Molecular BreedingChina Agricultural UniversityBeijingChina
| | - Yingni Xiao
- Crops Research InstituteGuangdong Academy of Agricultural Sciences/Guangdong Provincial Key Laboratory of Crop Genetic ImprovementGuangzhouGuangdongChina
| | - Yuandong Wang
- Beijing Key Laboratory of Maize DNA Fingerprinting and Molecular BreedingMaize Research InstituteBeijing Academy of Agriculture and Forestry Sciences (BAAFS)BeijingChina
| | - Jiansheng Li
- State Key Laboratory of Plant Environmental Resilience and National Maize Improvement Center of ChinaChina Agricultural UniversityBeijingChina
- Center for Crop Functional Genomics and Molecular BreedingChina Agricultural UniversityBeijingChina
| | - Xiaohong Yang
- State Key Laboratory of Plant Environmental Resilience and National Maize Improvement Center of ChinaChina Agricultural UniversityBeijingChina
- Center for Crop Functional Genomics and Molecular BreedingChina Agricultural UniversityBeijingChina
- Frontiers Science Center for Molecular Design BreedingChina Agricultural UniversityBeijingChina
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Singh B, Muthusamy V, Shrivastava S, Chand G, Gain N, Bhatt V, Zunjare RU, Hossain F. Analysis of nutritional composition in opaque2- and crtRB1-based single- and double-biofortified super sweet corn. J Appl Genet 2024:10.1007/s13353-024-00873-0. [PMID: 38733523 DOI: 10.1007/s13353-024-00873-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2023] [Revised: 04/22/2024] [Accepted: 04/23/2024] [Indexed: 05/13/2024]
Abstract
Sweet corn has emerged as a favorite food item worldwide owing to its kernel sweetness. However, traditional sweet corn cultivars are poor in provitamin-A (proA) and essential amino acids, viz., lysine and tryptophan. So far, no sweet corn hybrid with high nutritional qualities has been commercialized elsewhere. Here, we analyzed accumulation of provitamin-A (proA), lysine, and tryptophan in a set of mutant versions of (i) crtRB1-, (ii) o2-, and (iii) crtRB1 + o2-based sweet corn inbreds and hybrids with (iv) traditional sweet corn (wild-type: O2 + CrtRB1). The crtRB1- and crtRB1 + o2-based genotypes possessed significantly higher proA (17.31 ppm) over traditional sweet corn (2.83 ppm), while o2- and crtRB1 + o2-based genotypes possessed significantly higher lysine (0.345%) and tryptophan (0.080%) over traditional sweet corn (lysine 0.169%, tryptophan 0.036%). Late sowing favored high kernel lysine, proA, and green cob yield among hybrids. Sweetness (17.87%) among the improved inbreds and hybrids was comparable to the original sweetcorn genotypes (17.84%). Among the four genotypic classes, crtRB1 + o2-based improved genotypes showed stronger association among traits over genotypes with o2 and crtRB1 genes alone. Significant association was observed among (i) proA and BC (r = 0.99), (ii) proA and BCX (r = 0.93), (iii) lysine and tryptophan (r = 0.99), and (iv) green cob yield with fodder yield (r = 0.73) in sweet corn hybrids. The study demonstrated that combining crtRB1 and o2 genes did not pose any negative impact on nutritional, yield, and agronomic performance. Sweet corn with crtRB1 + o2 assumes significance for alleviating malnutrition through sustainable and cost-effective approach.
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Affiliation(s)
- Bhavna Singh
- Division of Genetics, ICAR-Indian Agricultural Research Institute, New Delhi, India
- Amity Institute of Biotechnology, Amity University, Noida, India
| | - Vignesh Muthusamy
- Division of Genetics, ICAR-Indian Agricultural Research Institute, New Delhi, India
| | | | - Gulab Chand
- Division of Genetics, ICAR-Indian Agricultural Research Institute, New Delhi, India
| | - Nisrita Gain
- Division of Genetics, ICAR-Indian Agricultural Research Institute, New Delhi, India
| | - Vinay Bhatt
- Division of Genetics, ICAR-Indian Agricultural Research Institute, New Delhi, India
| | - Rajkumar U Zunjare
- Division of Genetics, ICAR-Indian Agricultural Research Institute, New Delhi, India
| | - Firoz Hossain
- Division of Genetics, ICAR-Indian Agricultural Research Institute, New Delhi, India.
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LaPorte MF, Suwarno WB, Hannok P, Koide A, Bradbury P, Crossa J, Palacios-Rojas N, Diepenbrock CH. Investigating genomic prediction strategies for grain carotenoid traits in a tropical/subtropical maize panel. G3 (BETHESDA, MD.) 2024; 14:jkae044. [PMID: 38427914 PMCID: PMC11075567 DOI: 10.1093/g3journal/jkae044] [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: 12/29/2023] [Revised: 02/13/2024] [Accepted: 02/22/2024] [Indexed: 03/03/2024]
Abstract
Vitamin A deficiency remains prevalent on a global scale, including in regions where maize constitutes a high percentage of human diets. One solution for alleviating this deficiency has been to increase grain concentrations of provitamin A carotenoids in maize (Zea mays ssp. mays L.)-an example of biofortification. The International Maize and Wheat Improvement Center (CIMMYT) developed a Carotenoid Association Mapping panel of 380 inbred lines adapted to tropical and subtropical environments that have varying grain concentrations of provitamin A and other health-beneficial carotenoids. Several major genes have been identified for these traits, 2 of which have particularly been leveraged in marker-assisted selection. This project assesses the predictive ability of several genomic prediction strategies for maize grain carotenoid traits within and between 4 environments in Mexico. Ridge Regression-Best Linear Unbiased Prediction, Elastic Net, and Reproducing Kernel Hilbert Spaces had high predictive abilities for all tested traits (β-carotene, β-cryptoxanthin, provitamin A, lutein, and zeaxanthin) and outperformed Least Absolute Shrinkage and Selection Operator. Furthermore, predictive abilities were higher when using genome-wide markers rather than only the markers proximal to 2 or 13 genes. These findings suggest that genomic prediction models using genome-wide markers (and assuming equal variance of marker effects) are worthwhile for these traits even though key genes have already been identified, especially if breeding for additional grain carotenoid traits alongside β-carotene. Predictive ability was maintained for all traits except lutein in between-environment prediction. The TASSEL (Trait Analysis by aSSociation, Evolution, and Linkage) Genomic Selection plugin performed as well as other more computationally intensive methods for within-environment prediction. The findings observed herein indicate the utility of genomic prediction methods for these traits and could inform their resource-efficient implementation in biofortification breeding programs.
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Affiliation(s)
- Mary-Francis LaPorte
- Department of Plant Sciences, University of California, Davis, Davis, CA 95616, USA
| | - Willy Bayuardi Suwarno
- Department of Agronomy and Horticulture, Faculty of Agriculture, IPB University, Bogor 16680, Indonesia
| | - Pattama Hannok
- Division of Agronomy, Faculty of Agricultural Production, Maejo University, Chiang Mai 50200, Thailand
- Plant Breeding and Plant Genetics Program, University of Wisconsin-Madison, Madison, WI 53706, USA
| | - Akiyoshi Koide
- Department of Plant Sciences, University of California, Davis, Davis, CA 95616, USA
| | - Peter Bradbury
- United States Department of Agriculture-Agricultural Research Service, Robert W. Holley Center for Agriculture and Health, Ithaca, NY 14853, USA
| | - José Crossa
- International Maize and Wheat Improvement Center (CIMMYT), Km 45 Carretera Mexico-Veracruz, Texcoco 56130, Mexico
| | - Natalia Palacios-Rojas
- International Maize and Wheat Improvement Center (CIMMYT), Km 45 Carretera Mexico-Veracruz, Texcoco 56130, Mexico
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Li C, Jiang R, Wang X, Lv Z, Li W, Chen W. Feedback regulation of plant secondary metabolism: Applications and challenges. PLANT SCIENCE : AN INTERNATIONAL JOURNAL OF EXPERIMENTAL PLANT BIOLOGY 2024; 340:111983. [PMID: 38211735 DOI: 10.1016/j.plantsci.2024.111983] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/14/2023] [Revised: 12/04/2023] [Accepted: 01/07/2024] [Indexed: 01/13/2024]
Abstract
Plant secondary metabolites offer resistance to invasion by herbivorous organisms, and are also useful in the chemical, pharmaceutical, cosmetic, and fragrance industries. There are numerous approaches to enhancing secondary metabolite yields. However, a growing number of studies has indicated that feedback regulation may be critical in regulating secondary metabolite biosynthesis. Here, we review examples of feedback regulation in secondary metabolite biosynthesis pathways, phytohormone signal transduction, and complex deposition sites associated with secondary metabolite biosynthesis. We propose a new strategy to enhance secondary metabolite production based on plant feedback regulation. We also discuss challenges in feedback regulation that must be overcome before its application to enhancing secondary metabolite yields. This review discusses recent advances in the field and highlights a strategy to overcome feedback regulation-related obstacles and obtain high secondary metabolite yields.
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Affiliation(s)
- Chuhan Li
- Research and Development Center of Chinese Medicine Resources and Biotechnology, Shanghai University of Traditional Chinese Medicine, Shanghai 201203, China
| | - Rui Jiang
- Research and Development Center of Chinese Medicine Resources and Biotechnology, Shanghai University of Traditional Chinese Medicine, Shanghai 201203, China
| | - Xingxing Wang
- Research and Development Center of Chinese Medicine Resources and Biotechnology, Shanghai University of Traditional Chinese Medicine, Shanghai 201203, China
| | - Zongyou Lv
- Research and Development Center of Chinese Medicine Resources and Biotechnology, Shanghai University of Traditional Chinese Medicine, Shanghai 201203, China.
| | - Wankui Li
- Research and Development Center of Chinese Medicine Resources and Biotechnology, Shanghai University of Traditional Chinese Medicine, Shanghai 201203, China.
| | - Wansheng Chen
- Research and Development Center of Chinese Medicine Resources and Biotechnology, Shanghai University of Traditional Chinese Medicine, Shanghai 201203, China; Department of Pharmacy, Changzheng Hospital, Second Military Medical University, Shanghai 200003, China.
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Mehta BK, Chauhan HS, Basu S, Anand A, Baveja A, Zunjare RU, Muthusamy V, Singh AK, Hossain F. Mutant crtRB1 gene negates the unfavourable effects of opaque2 gene on germination and seed vigour among shrunken2-based biofortified sweet corn genotypes. FUNCTIONAL PLANT BIOLOGY : FPB 2024; 51:FP23179. [PMID: 38326234 DOI: 10.1071/fp23179] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/17/2023] [Accepted: 01/18/2024] [Indexed: 02/09/2024]
Abstract
Sweet corn is one of the most popular vegetables worldwide. However, traditional shrunken2 (sh2 )-based sweet corn varieties are poor in nutritional quality. Here, we analysed the effect of (1) β-carotene hydroxylase1 (crtRB1 ), (2) opaque2 (o2 ) and (3) o2+crtRB1 genes on nutritional quality, germination, seed vigour and physico-biochemical traits in a set of 27 biofortified sh2 -based sweet corn inbreds. The biofortified sweet corn inbreds recorded significantly higher concentrations of proA (16.47μg g-1 ), lysine (0.36%) and tryptophan (0.09%) over original inbreds (proA: 3.14μg g-1 , lysine: 0.18%, tryptophan: 0.04%). The crtRB1 -based inbreds had the lowest electrical conductivity (EC), whereas o2 -based inbreds possessed the highest EC. The o2 +crtRB1 -based inbreds showed similar EC to the original inbreds. Interestingly, o2 -based inbreds also had the lowest germination and seed vigour compared to original inbreds, whereas crtRB1 and o2 +crtRB1 introgressed sweet corn inbreds showed similar germination and seed vigour traits to their original versions. This suggested that the negative effect of o2 on germination, seed vigour and EC is nullified by crtRB1 in the double mutant sweet corn. Overall, o2 +crtRB1 -based sweet corn inbreds were found the most desirable over crtRB1 - and o2 -based inbreds alone.
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Affiliation(s)
- Brijesh K Mehta
- ICAR-Indian Agricultural Research Institute, New Delhi 110012, India; and Present address: ICAR-Indian Grassland and Fodder Research Institute, Jhansi 284003, India
| | - Hema S Chauhan
- ICAR-Indian Agricultural Research Institute, New Delhi 110012, India
| | - Sudipta Basu
- ICAR-Indian Agricultural Research Institute, New Delhi 110012, India
| | - Anjali Anand
- ICAR-Indian Agricultural Research Institute, New Delhi 110012, India
| | - Aanchal Baveja
- ICAR-Indian Agricultural Research Institute, New Delhi 110012, India
| | | | - Vignesh Muthusamy
- ICAR-Indian Agricultural Research Institute, New Delhi 110012, India
| | - Ashok K Singh
- ICAR-Indian Agricultural Research Institute, New Delhi 110012, India
| | - Firoz Hossain
- ICAR-Indian Agricultural Research Institute, New Delhi 110012, India
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Prai-anun K, Jirakiattikul Y, Suriharn K, Harakotr B. The Combining Ability and Heterosis Analysis of Sweet-Waxy Corn Hybrids for Yield-Related Traits and Carotenoids. PLANTS (BASEL, SWITZERLAND) 2024; 13:296. [PMID: 38256849 PMCID: PMC10819934 DOI: 10.3390/plants13020296] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/21/2023] [Revised: 01/14/2024] [Accepted: 01/16/2024] [Indexed: 01/24/2024]
Abstract
Improving sweet-waxy corn hybrids enriched in carotenoids via a hybrid breeding approach may provide an alternative cash crop for growers and provide health benefits for consumers. This study estimates the combining ability and heterosis of sweet-waxy corn hybrids for yield-related traits and carotenoids. Eight super sweet corn and three waxy corn lines were crossed to generate 24 F1 hybrids according to the North Carolina Design II scheme, and these hybrids were evaluated across two seasons of 2021/22. The results showed that both additive and non-additive genetic effects were involved in expressing the traits, but the additive genetic effect was more predominant. Most observed traits exhibited moderate to high narrow-sense heritability. Three parental lines, namely the ILS2 and ILS7 females and the ILW1 male, showed the highest positive GCA effects on yield-related traits, making them desirable for developing high-yielding hybrids. Meanwhile, five parental lines, namely the ILS3, ILS5, and ILS7 females and the ILW1 and ILW2 males, were favorable general combiners for high carotenoids. A tested hybrid, ILS2 × ILW1, was a candidate biofortified sweet-waxy corn hybrid possessing high yields and carotenoids. Heterosis and per se performance were more positively correlated with GCAsum than SCA, indicating that GCAsum can predict heterosis for improving biofortified sweet-waxy corn hybrid enriched in carotenoids. The breeding strategies of biofortified sweet-waxy corn hybrids with high yield and carotenoid content are discussed.
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Affiliation(s)
- Kanyarat Prai-anun
- Department of Agricultural Technology, Faculty of Science and Technology, Thammasat University, Pathum Thani 12120, Thailand; (K.P.-a.); (Y.J.)
| | - Yaowapha Jirakiattikul
- Department of Agricultural Technology, Faculty of Science and Technology, Thammasat University, Pathum Thani 12120, Thailand; (K.P.-a.); (Y.J.)
| | - Khundej Suriharn
- Department of Agronomy, Faculty of Agriculture, Khon Kaen University, Khon Kaen 40002, Thailand;
| | - Bhornchai Harakotr
- Department of Agricultural Technology, Faculty of Science and Technology, Thammasat University, Pathum Thani 12120, Thailand; (K.P.-a.); (Y.J.)
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Hossain F, Jaiswal SK, Muthusamy V, Zunjare RU, Mishra SJ, Chand G, Bhatt V, Bhat JS, Das AK, Chauhan HS, Gupta HS. Enhancement of nutritional quality in maize kernel through marker-assisted breeding for vte4, crtRB1, and opaque2 genes. J Appl Genet 2023; 64:431-443. [PMID: 37450243 DOI: 10.1007/s13353-023-00768-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2022] [Revised: 05/31/2023] [Accepted: 06/19/2023] [Indexed: 07/18/2023]
Abstract
Traditional maize is poor in vitamin-E [α-tocopherol (α-T): 6-8 ppm], vitamin-A [provitamin-A (proA): 1-2ppm], lysine (0.150-0.2-50%), and tryptophan (0.030-0.040%). Here, we combined favourable alleles of vte4, crtRB1, and opaque2 (o2) genes in the parents of maize hybrids, viz., APQH-10 (PMI-PV-9 × PMI-PV-14) and APQH-11 (PMI-PV-9 × PMI-PV-15) using molecular breeding. Gene-specific markers were successfully used to select vte4, crtRB1, and o2 in BC1F1, BC2F1, and BC2F2 generations. Simple sequence repeats (104-109) were used for background selection, leading to an average recovery of 94% recurrent parent genome. The introgressed inbreds possessed significantly higher α-T: 18.38 ppm, α-/γ-tocopherol (α-/γ-T: 52%), and α-/total tocopherol (α-/TT: 32%) compared to original inbreds (α-T: 8.17 ppm, α-/γ-T: 25%, α-/TT: 18%). These newly derived inbreds also possessed higher β-carotene (BC: 8.91 ppm), β-cryptoxanthin (BCX: 1.27 ppm), proA (9.54 ppm), lysine (0.348%), and tryptophan (0.082%) compared to traditional maize inbreds. The reconstituted hybrids recorded higher α-T (2.1-fold), α-/γ-T (1.9-fold), and α-/TT (1.6-fold) over the original hybrids. These reconstituted hybrids were also rich in BC (5.7-fold), BCX (3.3-fold), proA (5.3-fold), lysine (1.9-fold), and tryptophan (2.0-fold) over the traditional hybrids. The reconstituted hybrids had similar grain yield and phenotypic characteristics to original versions. These multinutrient-rich maize hybrids hold great potential to alleviate malnutrition in sustainable and cost-effective manner.
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Affiliation(s)
- Firoz Hossain
- Division of Genetics, ICAR-Indian Agricultural Research Institute, New Delhi, 110012, India.
| | - Sunil K Jaiswal
- Division of Genetics, ICAR-Indian Agricultural Research Institute, New Delhi, 110012, India
| | - Vignesh Muthusamy
- Division of Genetics, ICAR-Indian Agricultural Research Institute, New Delhi, 110012, India
| | - Rajkumar U Zunjare
- Division of Genetics, ICAR-Indian Agricultural Research Institute, New Delhi, 110012, India
| | - Subhra J Mishra
- Division of Genetics, ICAR-Indian Agricultural Research Institute, New Delhi, 110012, India
| | - Gulab Chand
- Division of Genetics, ICAR-Indian Agricultural Research Institute, New Delhi, 110012, India
| | - Vinay Bhatt
- Division of Genetics, ICAR-Indian Agricultural Research Institute, New Delhi, 110012, India
| | - Jayant S Bhat
- Division of Genetics, ICAR-Indian Agricultural Research Institute, New Delhi, 110012, India
| | - Abhijit K Das
- Division of Genetics, ICAR-Indian Agricultural Research Institute, New Delhi, 110012, India
| | - Hema S Chauhan
- Division of Genetics, ICAR-Indian Agricultural Research Institute, New Delhi, 110012, India
| | - Hari S Gupta
- Division of Genetics, ICAR-Indian Agricultural Research Institute, New Delhi, 110012, India
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Arkhestova DK, Shomakhov BR, Shchennikova AV, Kochieva EZ. 5'-UTR allelic variants and expression of the lycopene-ɛ-cyclase LCYE gene in maize (Zea mays L.) inbred lines of Russian selection. Vavilovskii Zhurnal Genet Selektsii 2023; 27:440-446. [PMID: 37808214 PMCID: PMC10556851 DOI: 10.18699/vjgb-23-53] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2023] [Revised: 05/12/2023] [Accepted: 05/12/2023] [Indexed: 10/10/2023] Open
Abstract
In breeding, biofortification is aimed at enriching the edible parts of the plant with micronutrients. Within the framework of this strategy, molecular screening of collections of various crops makes it possible to determine allelic variants of genes, new alleles, and the linkage of allelic variants with morphophysiological traits. The maize (Zea mays L.) is an important cereal and silage crop, as well as a source of the main precursor of vitamin A - β-carotene, a derivative of the β,β-branch of the carotenoid biosynthesis pathway. The parallel β,ε-branch is triggered by lycopene-ε-cyclase LCYE, a low expression of which leads to an increase in provitamin A content and is associated with the variability of the 5'-UTR gene regulatory sequence. In this study, we screened a collection of 165 maize inbred lines of Russian selection for 5'- UTR LCYE allelic variants, as well as searched for the dependence of LCYE expression levels on the 5'-UTR allelic variant in the leaves of 14 collection lines. 165 lines analyzed were divided into three groups carrying alleles A2 (64 lines), A5 (31) and A6 (70), respectively. Compared to A2, allele A5 contained two deletions (at positions -267- 260 and -296-290 from the ATG codon) and a G251→T substitution, while allele A6 contained one deletion (-290-296) and two SNPs (G251→T, G265→T). Analysis of LCYE expression in the leaf tissue of seedlings from accessions of 14 lines differing in allelic variants showed no associations of the 5'-UTR LCYE allele type with the level of gene expression. Four lines carrying alleles A2 (6178-1, 6709-2, 2289-3) and A5 (5677) had a significantly higher level of LCYE gene expression (~0.018-0.037) than the other 10 analyzed lines (~0.0001-0.004), among which all three allelic variants were present.
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Affiliation(s)
- D Kh Arkhestova
- Institute of Bioengineering, Federal Research Center "Fundamentals of Biotechnology" of the Russian Academy of Sciences, Moscow, Russia Institute of Agriculture - Branch of the Federal Scientific Center "Kabardino-Balkarian Scientific Center of the Russian Academy of Sciences", Nalchik, Russia
| | - B R Shomakhov
- Institute of Agriculture - Branch of the Federal Scientific Center "Kabardino-Balkarian Scientific Center of the Russian Academy of Sciences", Nalchik, Russia
| | - A V Shchennikova
- Institute of Bioengineering, Federal Research Center "Fundamentals of Biotechnology" of the Russian Academy of Sciences, Moscow, Russia
| | - E Z Kochieva
- Lomonosov Moscow State University, Moscow, Russia
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Cruet-Burgos C, Rhodes DH. Unraveling transcriptomics of sorghum grain carotenoids: a step forward for biofortification. BMC Genomics 2023; 24:233. [PMID: 37138226 PMCID: PMC10157909 DOI: 10.1186/s12864-023-09323-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2022] [Accepted: 04/20/2023] [Indexed: 05/05/2023] Open
Abstract
BACKGROUND Sorghum (Sorghum bicolor [L.] Moench) is a promising target for pro-vitamin A biofortification as it is a global staple crop, particularly in regions where vitamin A deficiency is prevalent. As with most cereal grains, carotenoid concentrations are low in sorghum, and breeding could be a feasible strategy to increase pro-vitamin A carotenoids to biologically relevant concentrations. However, there are knowledge gaps in the biosynthesis and regulation of sorghum grain carotenoids, which can limit breeding effectiveness. The aim of this research was to gain an understanding of the transcriptional regulation of a priori candidate genes in carotenoid precursor, biosynthesis, and degradation pathways. RESULTS We used RNA sequencing of grain to compare the transcriptional profile of four sorghum accessions with contrasting carotenoid profiles through grain development. Most a priori candidate genes involved in the precursor MEP, carotenoid biosynthesis, and carotenoid degradation pathways were found to be differentially expressed between sorghum grain developmental stages. There was also differential expression of some of the a priori candidate genes between high and low carotenoid content groups at each developmental time point. Among these, we propose geranyl geranyl pyrophosphate synthase (GGPPS), phytoene synthase (PSY), and phytoene desaturase (PDS) as promising targets for pro-vitamin A carotenoid biofortification efforts in sorghum grain. CONCLUSIONS A deeper understanding of the controls underlying biosynthesis and degradation of sorghum grain carotenoids is needed to advance biofortification efforts. This study provides the first insights into the regulation of sorghum grain carotenoid biosynthesis and degradation, suggesting potential gene targets to prioritize for molecular breeding.
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Affiliation(s)
- Clara Cruet-Burgos
- Department of Horticulture & Landscape Architecture, Colorado State University, Fort Collins, CO, 80523, USA
| | - Davina H Rhodes
- Department of Horticulture & Landscape Architecture, Colorado State University, Fort Collins, CO, 80523, USA.
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Singh B, Zunjare RU, Shrivastava S, Chand G, Gain N, Bhatt V, Muthusamy V, Hossain F. Provitamin A, lysine and tryptophan enrichment in shrunken2-based sweet corn genotypes through genomics-assisted breeding for crtRB1 and opaque2 genes. Mol Biol Rep 2023; 50:4965-4974. [PMID: 37083988 DOI: 10.1007/s11033-023-08446-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2023] [Accepted: 04/12/2023] [Indexed: 04/22/2023]
Abstract
BACKGROUND Malnutrition affects large section of population worldwide. Vitamin A and protein deficiencies have emerged as the major global health-issue. Traditional shrunken2 (sh2)-based sweet corn is deficient in provitamin A (proA), lysine and tryptophan. Natural variant of β-carotene hydroxylase1 (crtRB1) and opaque2 (o2) enhances proA, lysine and tryptophan in maize. So far, no sweet corn hybrid rich in these nutrients has been released elsewhere. Development of biofortified sweet corn hybrids would help in providing the balanced nutrition. METHODS AND RESULTS We targeted three sh2-based sweet corn inbreds (SWT-19, SWT-20 and SWT-21) for introgression of mutant crtRB1 and o2 genes using molecular breeding. The gene-based 3'TE-InDel and simple sequence repeat (SSR) (umc1066) markers specific to crtRB1 and o2, respectively were utilized in foreground selection in BC1F1, BC2F1 and BC2F2. Segregation distortion was observed for crtRB1 and o2 genes in majority of populations. Background selection using 91-100 SSRs revealed recovery of recurrent parent genome (RPG) up to 96%. The introgressed progenies possessed significantly higher proA (13.56 µg/g) as compared to the original versions (proA: 2.70 µg/g). Further, the introgressed progenies had accumulated moderately higher level of lysine (0.336%) and tryptophan (0.082%) over original versions (lysine: 0.154% and tryptophan: 0.038%). Kernel sweetness among introgressed progenies (17.3%) was comparable to original sweet corn (17.4%). The introgressed inbreds exhibited higher resemblance with their recurrent parents for yield and morphological characters. CONCLUSION These newly developed biofortified sweet corn genotypes hold immense promise to alleviate malnutrition.
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Affiliation(s)
- Bhavna Singh
- Division of Genetics, ICAR-Indian Agricultural Research Institute, New Delhi, India
- Amity Institute of Biotechnology, Amity University, Noida, India
| | - Rajkumar U Zunjare
- Division of Genetics, ICAR-Indian Agricultural Research Institute, New Delhi, India
| | | | - Gulab Chand
- Division of Genetics, ICAR-Indian Agricultural Research Institute, New Delhi, India
| | - Nisrita Gain
- Division of Genetics, ICAR-Indian Agricultural Research Institute, New Delhi, India
| | - Vinay Bhatt
- Division of Genetics, ICAR-Indian Agricultural Research Institute, New Delhi, India
| | - Vignesh Muthusamy
- Division of Genetics, ICAR-Indian Agricultural Research Institute, New Delhi, India
| | - Firoz Hossain
- Division of Genetics, ICAR-Indian Agricultural Research Institute, New Delhi, India.
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Cruet-Burgos C, Morris GP, Rhodes DH. Characterization of grain carotenoids in global sorghum germplasm to guide genomics-assisted breeding strategies. BMC PLANT BIOLOGY 2023; 23:165. [PMID: 36977987 PMCID: PMC10045421 DOI: 10.1186/s12870-023-04176-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 06/19/2022] [Accepted: 03/17/2023] [Indexed: 06/18/2023]
Abstract
BACKGROUND Crop biofortification is a successful strategy to ameliorate Vitamin A deficiency. Sorghum is a good candidate for vitamin A biofortification, as it is a staple food in regions with high prevalence of vitamin A deficiency. β-carotene-the main provitamin A carotenoid-is below the target concentration in sorghum grain, therefore biofortification breeding is required. Previous studies found evidence that sorghum carotenoid variation is oligogenic, suggesting that marker-assisted selection can be an appropriate biofortification method. However, we hypothesize that sorghum carotenoids have both oligogenic and polygenic components of variation. Genomics-assisted breeding could accelerate breeding efforts, but there exists knowledge gaps in the genetics underlying carotenoid variation, as well as appropriate germplasm to serve as donors. RESULTS In this study, we characterized carotenoids in 446 accessions from the sorghum association panel and carotenoid panel using high-performance liquid chromatography, finding high carotenoid accessions not previously identified. Genome-wide association studies conducted with 345 accessions, confirmed that zeaxanthin epoxidase is a major gene underlying variation for not only zeaxanthin, but also lutein and β-carotene. High carotenoid lines were found to have limited genetic diversity, and originated predominantly from only one country. Potential novel genetic diversity for carotenoid content was identified through genomic predictions in 2,495 accessions of unexplored germplasm. Oligogenic variation of carotenoids was confirmed, as well as evidence for polygenic variation, suggesting both marker-assisted selection and genomic selection can facilitate breeding efforts. CONCLUSIONS Sorghum vitamin A biofortification could be beneficial for millions of people who rely on it as a dietary staple. Carotenoid content in sorghum is low, but high heritability suggests that increasing concentrations through breeding is possible. Low genetic diversity among high carotenoid lines might be the main limitation for breeding efforts, therefore further germplasm characterization is needed to assess the feasibility of biofortification breeding. Based on germplasm here evaluated, most countries' germplasm lacks high carotenoid alleles, thus pre-breeding will be needed. A SNP marker within the zeaxanthin epoxidase gene was identified as a good candidate for use in marker-assisted selection. Due to the oligogenic and polygenic variation of sorghum grain carotenoids, both marker-assisted selection and genomic selection can be employed to accelerate breeding efforts.
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Affiliation(s)
- Clara Cruet-Burgos
- Department of Horticulture & Landscape Architecture, Colorado State University, Fort Collins, CO, 80523, USA
| | - Geoffrey P Morris
- Department of Soil & Crop Science, Colorado State University, Fort Collins, CO, 80523, USA.
| | - Davina H Rhodes
- Department of Horticulture & Landscape Architecture, Colorado State University, Fort Collins, CO, 80523, USA
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12
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Satarova TM, Denysiuk KV, Cherchel VY, Dziubetskyi BV. Distribution of Alleles of β-Carotene Hydroxylase 1 Gene in Modern Genotypes of Zea mays L. CYTOL GENET+ 2023. [DOI: 10.3103/s0095452723010115] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/11/2023]
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13
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Saha I, Rathinavel K, Manoharan B, Adhimoolam K, Sampathrajan V, Rajasekaran R, Muthurajan R, Natesan S. The resurrection of sweet corn inbred SC11-2 using marker aided breeding for β-carotene. FRONTIERS IN SUSTAINABLE FOOD SYSTEMS 2022. [DOI: 10.3389/fsufs.2022.1004450] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022] Open
Abstract
Sweet corn has dominated the urban market due to its sweetness, tenderness, and ease of digestibility. It's import and export values have dramatically increased during the past 10 years as a fresh, processed, and preserved commodity. However, the commercially available sweet corns are deficient in β-carotene. In our study, we introgressed the favorable allele of crtRB1 (responsible for high β-carotene) into the recurrent sweet corn inbred SC11-2 from maize donor parent UMI1230β1+ to develop the β-carotene-rich sweet corn genotype by marker aided breeding. The crtRB1 3′TE InDel marker was utilized for foreground selection of favorable genotype. A total of 103 polymorphic SSR markers were employed for background selection, resulting in a 96% recovery of recurrent parent genome (RPG). We recorded high β-carotene content (9.878–10.645 μg/g) in the introgressed lines compared to the recurrent parent, SC11-2 (0.989 μg/g). The sugar content ranged from 18 to 19.10% and was on par with the recurrent parent (20.40%). These biofortified inbreds can be used as a donor in maize breeding programs to develop sweet corn genotypes with high β-carotene content.
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14
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Qu J, Chassaigne-Ricciulli AA, Fu F, Yu H, Dreher K, Nair SK, Gowda M, Beyene Y, Makumbi D, Dhliwayo T, Vicente FS, Olsen M, Prasanna BM, Li W, Zhang X. Low-Density Reference Fingerprinting SNP Dataset of CIMMYT Maize Lines for Quality Control and Genetic Diversity Analyses. PLANTS (BASEL, SWITZERLAND) 2022; 11:3092. [PMID: 36432819 PMCID: PMC9697014 DOI: 10.3390/plants11223092] [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: 10/20/2022] [Revised: 10/31/2022] [Accepted: 11/10/2022] [Indexed: 06/16/2023]
Abstract
CIMMYT maize lines (CMLs), which represent the tropical maize germplasm, are freely available worldwide. All currently released 615 CMLs and fourteen temperate maize inbred lines were genotyped with 180 kompetitive allele-specific PCR single nucleotide polymorphisms to develop a reference fingerprinting SNP dataset that can be used to perform quality control (QC) and genetic diversity analyses. The QC analysis identified 25 CMLs with purity, identity, or mislabeling issues. Further field observation, purification, and re-genotyping of these CMLs are required. The reference fingerprinting SNP dataset was developed for all of the currently released CMLs with 152 high-quality SNPs. The results of principal component analysis and average genetic distances between subgroups showed a clear genetic divergence between temperate and tropical maize, whereas the three tropical subgroups partially overlapped with one another. More than 99% of the pairs of CMLs had genetic distances greater than 0.30, showing their high genetic diversity, and most CMLs are distantly related. The heterotic patterns, estimated with the molecular markers, are consistent with those estimated using pedigree information in two major maize breeding programs at CIMMYT. These research findings are helpful for ensuring the regeneration and distribution of the true CMLs, via QC analysis, and for facilitating the effective utilization of the CMLs, globally.
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Affiliation(s)
- Jingtao Qu
- Maize Research Institute, Sichuan Agricultural University, Chengdu 611130, China
- International Maize and Wheat Improvement Center (CIMMYT), El Batan, Texcoco 56237, Mexico
| | | | - Fengling Fu
- Maize Research Institute, Sichuan Agricultural University, Chengdu 611130, China
| | - Haoqiang Yu
- Maize Research Institute, Sichuan Agricultural University, Chengdu 611130, China
| | - Kate Dreher
- International Maize and Wheat Improvement Center (CIMMYT), El Batan, Texcoco 56237, Mexico
| | - Sudha K. Nair
- Asia Regional Maize Program, International Maize and Wheat Improvement Center (CIMMYT), ICRISAT Campus, Patancheru, Hyderabad 502324, Telangana, India
| | - Manje Gowda
- International Maize and Wheat Improvement Center (CIMMYT), Village Market, P.O. Box 1041, Nairobi 00621, Kenya
| | - Yoseph Beyene
- International Maize and Wheat Improvement Center (CIMMYT), Village Market, P.O. Box 1041, Nairobi 00621, Kenya
| | - Dan Makumbi
- International Maize and Wheat Improvement Center (CIMMYT), Village Market, P.O. Box 1041, Nairobi 00621, Kenya
| | - Thanda Dhliwayo
- International Maize and Wheat Improvement Center (CIMMYT), El Batan, Texcoco 56237, Mexico
| | - Felix San Vicente
- International Maize and Wheat Improvement Center (CIMMYT), El Batan, Texcoco 56237, Mexico
| | - Michael Olsen
- International Maize and Wheat Improvement Center (CIMMYT), Village Market, P.O. Box 1041, Nairobi 00621, Kenya
| | - Boddupalli M. Prasanna
- International Maize and Wheat Improvement Center (CIMMYT), Village Market, P.O. Box 1041, Nairobi 00621, Kenya
| | - Wanchen Li
- Maize Research Institute, Sichuan Agricultural University, Chengdu 611130, China
| | - Xuecai Zhang
- International Maize and Wheat Improvement Center (CIMMYT), El Batan, Texcoco 56237, Mexico
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15
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Development of β-carotene, lysine, and tryptophan-rich maize (Zea mays) inbreds through marker-assisted gene pyramiding. Sci Rep 2022; 12:8551. [PMID: 35595742 PMCID: PMC9123160 DOI: 10.1038/s41598-022-11585-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2021] [Accepted: 04/05/2022] [Indexed: 11/08/2022] Open
Abstract
Maize (Zea mays L.) is the leading cereal crop and staple food in many parts of the world. This study aims to develop nutrient-rich maize genotypes by incorporating crtRB1 and o2 genes associated with increased β-carotene, lysine, and tryptophan levels. UMI1200 and UMI1230, high quality maize inbreds, are well-adapted to tropical and semi-arid regions in India. However, they are deficient in β-carotene, lysine, and tryptophan. We used the concurrent stepwise transfer of genes by marker-assisted backcross breeding (MABB) scheme to introgress crtRB1 and o2 genes. In each generation (from F1, BC1F1-BC3F1, and ICF1-ICF3), foreground and background selections were carried out using gene-linked (crtRB1 3'TE and umc1066) and genome-wide simple sequence repeats (SSR) markers. Four independent BC3F1 lines of UMI1200 × CE477 (Cross-1), UMI1200 × VQL1 (Cross-2), UMI1230 × CE477 (Cross-3), and UMI1230 × VQL1 (Cross-4) having crtRB1 and o2 genes and 87.45-88.41% of recurrent parent genome recovery (RPGR) were intercrossed to generate the ICF1-ICF3 generations. Further, these gene pyramided lines were examined for agronomic performance and the β-carotene, lysine, and tryptophan contents. Six ICF3 lines (DBT-IC-β1σ4-4-8-8, DBT-IC-β1σ4-9-21-21, DBT-IC-β1σ4-10-1-1, DBT-IC-β2σ5-9-51-51, DBT-IC-β2σ5-9-52-52 and DBT-IC-β2σ5-9-53-53) possessing crtRB1 and o2 genes showed better agronomic performance (77.78-99.31% for DBT-IC-β1σ4 population and 85.71-99.51% for DBT-IC-β2σ5 population) like the recurrent parents and β-carotene (14.21-14.35 μg/g for DBT-IC-β1σ4 and 13.28-13.62 μg/g for DBT-IC-β2σ5), lysine (0.31-0.33% for DBT-IC-β1σ4 and 0.31-0.34% for DBT-IC-β2σ5), and tryptophan (0.079-0.082% for DBT-IC-β1σ4 and 0.078-0.083% for DBT-IC-β2σ5) levels on par with that of the donor parents. In the future, these improved lines could be developed as a cultivar for various agro-climatic zones and also as good genetic materials for maize nutritional breeding programs.
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16
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Composition of lysine and tryptophan among biofortified-maize possessing novel combination of opaque2 and opaque16 genes. J Food Compost Anal 2022. [DOI: 10.1016/j.jfca.2021.104376] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
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17
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Chauhan HS, Chhabra R, Rashmi T, Muthusamy V, Zunjare RU, Mishra SJ, Gain N, Mehta BK, Singh AK, Gupta HS, Hossain F. Impact of vte4 and crtRB1 genes on composition of vitamin-E and provitamin-A carotenoids during kernel-stages in sweet corn. J Food Compost Anal 2022. [DOI: 10.1016/j.jfca.2021.104264] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
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18
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Sushree Shyamli P, Rana S, Suranjika S, Muthamilarasan M, Parida A, Prasad M. Genetic determinants of micronutrient traits in graminaceous crops to combat hidden hunger. TAG. THEORETICAL AND APPLIED GENETICS. THEORETISCHE UND ANGEWANDTE GENETIK 2021; 134:3147-3165. [PMID: 34091694 DOI: 10.1007/s00122-021-03878-z] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/15/2021] [Accepted: 05/29/2021] [Indexed: 06/12/2023]
Abstract
KEY MESSAGE Improving the nutritional content of graminaceous crops is imperative to ensure nutritional security, wherein omics approaches play pivotal roles in dissecting this complex trait and contributing to trait improvement. Micronutrients regulate the metabolic processes to ensure the normal functioning of the biological system in all living organisms. Micronutrient deficiency, thereby, can be detrimental that can result in serious health issues. Grains of graminaceous crops serve as an important source of micronutrients to the human population; however, the rise in hidden hunger and malnutrition indicates an insufficiency in meeting the nutritional requirements. Improving the elemental composition and nutritional value of the graminaceous crops using conventional and biotechnological approaches is imperative to address this issue. Identifying the genetic determinants underlying the micronutrient biosynthesis and accumulation is the first step toward achieving this goal. Genetic and genomic dissection of this complex trait has been accomplished in major cereals, and several genes, alleles, and QTLs underlying grain micronutrient content were identified and characterized. However, no comprehensive study has been reported on minor cereals such as small millets, which are rich in micronutrients and other bioactive compounds. A comparative narrative on the reports available in major and minor Graminaceae species will illustrate the knowledge gained from studying the micronutrient traits in major cereals and provides a roadmap for dissecting this trait in other minor species, including millets. In this context, this review explains the progress made in studying micronutrient traits in major cereals and millets using omics approaches. Moreover, it provides insights into deploying integrated omics approaches and strategies for genetic improvement in micronutrient traits in graminaceous crops.
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Affiliation(s)
- P Sushree Shyamli
- Institute of Life Sciences, NALCO Square, Chandrasekharpur, Bhubaneswar, Odisha, 751023, India
- Regional Centre for Biotechnology, National Capital Region Biotech Science Cluster, Faridabad, Haryana (NCR Delhi), 121001, India
| | - Sumi Rana
- Repository of Tomato Genomics Resources, Department of Plant Sciences, School of Life Sciences, University of Hyderabad, Hyderabad, Telangana, 500046, India
| | - Sandhya Suranjika
- Institute of Life Sciences, NALCO Square, Chandrasekharpur, Bhubaneswar, Odisha, 751023, India
- School of Biotechnology, Kalinga Institute of Industrial Technology, Bhubaneswar, Odisha, 751024, India
| | - Mehanathan Muthamilarasan
- Repository of Tomato Genomics Resources, Department of Plant Sciences, School of Life Sciences, University of Hyderabad, Hyderabad, Telangana, 500046, India
| | - Ajay Parida
- Institute of Life Sciences, NALCO Square, Chandrasekharpur, Bhubaneswar, Odisha, 751023, India.
| | - Manoj Prasad
- National Institute of Plant Genome Research, Aruna Asaf Ali Marg, New Delhi, 110067, India.
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Virk PS, Andersson MS, Arcos J, Govindaraj M, Pfeiffer WH. Transition From Targeted Breeding to Mainstreaming of Biofortification Traits in Crop Improvement Programs. FRONTIERS IN PLANT SCIENCE 2021; 12:703990. [PMID: 34594348 PMCID: PMC8477801 DOI: 10.3389/fpls.2021.703990] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 05/01/2021] [Accepted: 08/17/2021] [Indexed: 06/13/2023]
Abstract
Biofortification breeding for three important micronutrients for human health, namely, iron (Fe), zinc (Zn), and provitamin A (PVA), has gained momentum in recent years. HarvestPlus, along with its global consortium partners, enhances Fe, Zn, and PVA in staple crops. The strategic and applied research by HarvestPlus is driven by product-based impact pathway that integrates crop breeding, nutrition research, impact assessment, advocacy, and communication to implement country-specific crop delivery plans. Targeted breeding has resulted in 393 biofortified crop varieties by the end of 2020, which have been released or are in testing in 63 countries, potentially benefitting more than 48 million people. Nevertheless, to reach more than a billion people by 2030, future breeding lines that are being distributed by Consultative Group on International Agricultural Research (CGIAR) centers and submitted by National Agricultural Research System (NARS) to varietal release committees should be biofortified. It is envisaged that the mainstreaming of biofortification traits will be driven by high-throughput micronutrient phenotyping, genomic selection coupled with speed breeding for accelerating genetic gains. It is noteworthy that targeted breeding gradually leads to mainstreaming, as the latter capitalizes on the progress made in the former. Efficacy studies have revealed the nutritional significance of Fe, Zn, and PVA biofortified varieties over non-biofortified ones. Mainstreaming will ensure the integration of biofortified traits into competitive varieties and hybrids developed by private and public sectors. The mainstreaming strategy has just been initiated in select CGIAR centers, namely, International Maize and Wheat Improvement Center (CIMMYT), International Rice Research Institute (IRRI), International Crops Research Institute for the Semi-Arid Tropics (ICRISAT), International Institute of Tropical Agriculture (IITA), and International Center for Tropical Agriculture (CIAT). This review will present the key successes of targeted breeding and its relevance to the mainstreaming approaches to achieve scaling of biofortification to billions sustainably.
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Affiliation(s)
- Parminder S. Virk
- HarvestPlus, International Food Policy Research Institute (IFPRI), Washington, DC, United States
- Alliance of Bioversity International and the International Center for Tropical Agriculture (CIAT), Cali, Colombia
| | - Meike S. Andersson
- HarvestPlus, International Food Policy Research Institute (IFPRI), Washington, DC, United States
- Alliance of Bioversity International and the International Center for Tropical Agriculture (CIAT), Cali, Colombia
| | - Jairo Arcos
- HarvestPlus, International Food Policy Research Institute (IFPRI), Washington, DC, United States
- Alliance of Bioversity International and the International Center for Tropical Agriculture (CIAT), Cali, Colombia
| | - Mahalingam Govindaraj
- HarvestPlus, International Food Policy Research Institute (IFPRI), Washington, DC, United States
- Alliance of Bioversity International and the International Center for Tropical Agriculture (CIAT), Cali, Colombia
- Crop Improvement, International Crops Research Institute for the Semi-Arid Tropics (ICRISAT), Patancheru, India
| | - Wolfgang H. Pfeiffer
- HarvestPlus, International Food Policy Research Institute (IFPRI), Washington, DC, United States
- Alliance of Bioversity International and the International Center for Tropical Agriculture (CIAT), Cali, Colombia
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20
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Azmach G, Gedil M, Spillane C, Menkir A. Combining Ability and Heterosis for Endosperm Carotenoids and Agronomic Traits in Tropical Maize Lines. FRONTIERS IN PLANT SCIENCE 2021; 12:674089. [PMID: 34567019 PMCID: PMC8458911 DOI: 10.3389/fpls.2021.674089] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 02/28/2021] [Accepted: 07/31/2021] [Indexed: 06/13/2023]
Abstract
Provitamin A enrichment of staple crops through biofortification breeding is a powerful approach to mitigate the public health problem of vitamin A deficiency in developing countries. Twenty-four genetically diverse yellow and orange endosperm maize inbred lines with differing levels of provitamin A content were used for the analysis of their combining ability. Each inbred line was developed from crosses and backcrosses between temperate and tropical germplasm. The inbred lines were grouped into different sets according to their provitamin A levels and were then intercrossed in a factorial mating scheme to generate 80 different single-cross hybrids. The hybrids were evaluated in field trials across a range of agroecological zones in Nigeria. The effect of hybrids was significant on all the measured provitamin A and non-provitamin A carotenoids and agronomic traits. While the effect of genotype-by-environment (GxE) interaction was significant for almost all traits, it was a non-crossover-type interaction for carotenoid content. Partitioning of the variances associated with the carotenoid and agronomic traits into their respective components revealed the presence of significant positive and negative estimates of general combining ability (GCA) and specific combining ability (SCA) effects for both carotenoid content and agronomic traits. The preponderance of GCA effects indicates the importance of additive gene effects in the inheritance of carotenoid content. We found F1 hybrids displaying high parent heterosis for both provitamin A content and agronomic performance. Our study demonstrates that provitamin A biofortification can be effectively implemented in maize breeding programs without adverse effects on important agronomic traits, including grain yield.
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Affiliation(s)
- Girum Azmach
- Maize Improvement Unit, International Institute of Tropical Agriculture, Ibadan, Nigeria
- Genetics and Biotechnology Laboratory, Plant and AgriBiosciences Research Centre, Ryan Institute, National University of Ireland Galway, Galway, Ireland
| | - Melaku Gedil
- Maize Improvement Unit, International Institute of Tropical Agriculture, Ibadan, Nigeria
| | - Charles Spillane
- Genetics and Biotechnology Laboratory, Plant and AgriBiosciences Research Centre, Ryan Institute, National University of Ireland Galway, Galway, Ireland
| | - Abebe Menkir
- Maize Improvement Unit, International Institute of Tropical Agriculture, Ibadan, Nigeria
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21
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Marker based enrichment of provitamin A content in two tropical maize synthetics. Sci Rep 2021; 11:14998. [PMID: 34294860 PMCID: PMC8298388 DOI: 10.1038/s41598-021-94586-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2021] [Accepted: 07/07/2021] [Indexed: 11/11/2022] Open
Abstract
Most of the maize (Zea mays L.) varieties in developing countries have low content of micronutrients including vitamin A. As a result, people who are largely dependent on cereal-based diets suffer from health challenges due to micronutrient deficiencies. Marker assisted recurrent selection (MARS), which increases the frequency of favorable alleles with advances in selection cycle, could be used to enhance the provitamin A (PVA) content of maize. This study was carried out to determine changes in levels of PVA carotenoids and genetic diversity in two maize synthetics that were subjected to two cycles of MARS. The two populations, known as HGA and HGB, and their advanced selection cycles (C1 and C2) were evaluated at Ibadan in Nigeria. Selection increased the concentrations of β-carotene, PVA and total carotenoids across cycles in HGA, while in HGB only α-carotene increased with advances in selection cycle. β-cryptoxanthine increased at C1 but decreased at C2 in HGB. The levels of β-carotene, PVA, and total carotenoids increased by 40%, 30% and 36% respectively, in HGA after two cycles of selection. α-carotene and β-cryptoxanthine content improved by 20% and 5%, respectively after two cycles of selection in HGB. MARS caused changes in genetic diversity over selection cycles. Number of effective alleles and observed heterozygosity decreased with selection cycles, while expected heterozygosity increased at C1 and decreased at C2 in HGA. In HGB, number of effective alleles, observed and expected heterozygosity increased at C1 and decreased at C2. In both populations, fixation index increased after two cycle of selections. The greatest part of the genetic variability resides within the population accounting for 86% of the total genetic variance. In general, MARS effectively improved PVA carotenoid content. However, genetic diversity in the two synthetics declined after two cycles of selection.
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Das AK, Gowda MM, Muthusamy V, Zunjare RU, Chauhan HS, Baveja A, Bhatt V, Chand G, Bhat JS, Guleria SK, Saha S, Gupta HS, Hossain F. Development of Maize Hybrids With Enhanced Vitamin-E, Vitamin-A, Lysine, and Tryptophan Through Molecular Breeding. FRONTIERS IN PLANT SCIENCE 2021; 12:659381. [PMID: 34367197 PMCID: PMC8335160 DOI: 10.3389/fpls.2021.659381] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 01/27/2021] [Accepted: 06/21/2021] [Indexed: 06/13/2023]
Abstract
Malnutrition is a widespread problem that affects human health, society, and the economy. Traditional maize that serves as an important source of human nutrition is deficient in vitamin-E, vitamin-A, lysine, and tryptophan. Here, favorable alleles of vte4 (α-tocopherol methyl transferase), crtRB1 (β-carotene hydroxylase), lcyE (lycopene ε-cyclase), and o2 (opaque2) genes were combined in parental lines of four popular hybrids using marker-assisted selection (MAS). BC1F1, BC2F1, and BC2F2 populations were genotyped using gene-based markers of vte4, crtRB1, lcyE, and o2. Background selection using 81-103 simple sequence repeats (SSRs) markers led to the recovery of recurrent parent genome (RPG) up to 95.45%. Alpha (α)-tocopherol was significantly enhanced among introgressed progenies (16.13 μg/g) as compared to original inbreds (7.90 μg/g). Provitamin-A (proA) (10.42 μg/g), lysine (0.352%), and tryptophan (0.086%) were also high in the introgressed progenies. The reconstituted hybrids showed a 2-fold enhancement in α-tocopherol (16.83 μg/g) over original hybrids (8.06 μg/g). Improved hybrids also possessed high proA (11.48 μg/g), lysine (0.367%), and tryptophan (0.084%) when compared with traditional hybrids. The reconstituted hybrids recorded the mean grain yield of 8,066 kg/ha, which was at par with original hybrids (mean: 7,846 kg/ha). The MAS-derived genotypes resembled their corresponding original hybrids for the majority of agronomic and yield-related traits, besides characteristics related to distinctness, uniformity, and stability (DUS). This is the first report for the development of maize with enhanced vitamin-E, vitamin-A, lysine, and tryptophan.
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Affiliation(s)
- Abhijit K. Das
- Division of Genetics, ICAR-Indian Agricultural Research Institute, New Delhi, India
| | - Munegowda M. Gowda
- Division of Genetics, ICAR-Indian Agricultural Research Institute, New Delhi, India
| | - Vignesh Muthusamy
- Division of Genetics, ICAR-Indian Agricultural Research Institute, New Delhi, India
| | - Rajkumar U. Zunjare
- Division of Genetics, ICAR-Indian Agricultural Research Institute, New Delhi, India
| | - Hema S. Chauhan
- Division of Genetics, ICAR-Indian Agricultural Research Institute, New Delhi, India
| | - Aanchal Baveja
- Division of Genetics, ICAR-Indian Agricultural Research Institute, New Delhi, India
| | - Vinay Bhatt
- Division of Genetics, ICAR-Indian Agricultural Research Institute, New Delhi, India
| | - Gulab Chand
- Division of Genetics, ICAR-Indian Agricultural Research Institute, New Delhi, India
| | - Jayant S. Bhat
- Division of Genetics, IARI-Regional Research Centre, Dharwad, India
| | - Satish K. Guleria
- Plant Breeding, CSK Himachal Pradesh Krishi Vishvavidyalaya, Bajaura, India
| | - Supradip Saha
- Division of Genetics, ICAR-Indian Agricultural Research Institute, New Delhi, India
| | - Hari S. Gupta
- Division of Genetics, ICAR-Indian Agricultural Research Institute, New Delhi, India
| | - Firoz Hossain
- Division of Genetics, ICAR-Indian Agricultural Research Institute, New Delhi, India
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Mehta BK, Chhabra R, Muthusamy V, Zunjare RU, Baveja A, Chauhan HS, Prakash NR, Chalam VC, Singh AK, Hossain F. Expression analysis of β-carotene hydroxylase1 and opaque2 genes governing accumulation of provitamin-A, lysine and tryptophan during kernel development in biofortified sweet corn. 3 Biotech 2021; 11:325. [PMID: 34194909 DOI: 10.1007/s13205-021-02837-1] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2021] [Accepted: 05/07/2021] [Indexed: 12/01/2022] Open
Abstract
Traditional sweet corn possesses low levels of provitamin-A (proA), lysine and tryptophan. Mutant version of β-carotene hydroxylase1 (crtRB1) gene affecting the accumulation of β-carotene (BC), β-cryptoxanthin (BCX) and proA, and opaque2 (o2) gene governing the enhancement of lysine and tryptophan were introgressed together into elite sweet corn inbreds through marker-assisted selection. Here, we analyzed the expression pattern of crtRB1 and o2 genes among introgressed and traditional sweet corn inbreds at 20-, 24- and 28-days after pollination (DAP). The introgressed inbreds possessed two- to sevenfolds higher BC, BCX, proA, lysine and tryptophan compared to their original inbreds. However, all the nutrients attained the peak at 20-DAP (BC: 9.95 µg/g, BCX: 8.21 µg/g, proA: 14.05 µg/g, lysine: 0.301%, tryptophan: 0.074%), which gradually reduced through 24-DAP (BC: 8.24 µg/g, BCX: 7.53 µg/g, proA: 12.01 µg/g, lysine: 0.273%, tryptophan: 0.057%) and 28-DAP (BC: 5.84 µg/g, BCX: 5.82 µg/g, proA: 8.75 µg/g, lysine: 0.202%, tryptophan: 0.037%). Biofortified sweet corn inbreds possessed significantly lower expression levels of crtRB1 (4.1-fold) and o2 (2.2-fold) compared to their wild type alleles in traditional sweet corn inbreds across DAPs. The expression of crtRB1 and o2 increased from 20-DAP to attain the highest peak at 24-DAP, and further decreased by 28-DAP. The transcript levels of crtRB1 were negatively correlated with BC (r = - 0.83), BCX (r = - 0.79) and proA (r = - 0.83) across dates of harvest. Lysine (r = - 0.83) and tryptophan (r = - 0.73) were also inversely associated with o2 transcript levels. This is the first report on expression of crtRB1 and o2 genes during kernel development in biofortified sweet corn. This information holds immense promise in understanding the dynamics of gene-regulation during kernel development in sweet corn.
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Affiliation(s)
- Brijesh Kumar Mehta
- ICAR-Indian Agricultural Research Institute, New Delhi, 110012 India
- Present Address: ICAR-Indian Grassland and Fodder Research Institute, Jhansi, 284003 India
| | - Rashmi Chhabra
- ICAR-Indian Agricultural Research Institute, New Delhi, 110012 India
| | - Vignesh Muthusamy
- ICAR-Indian Agricultural Research Institute, New Delhi, 110012 India
| | | | - Aanchal Baveja
- ICAR-Indian Agricultural Research Institute, New Delhi, 110012 India
| | | | | | | | - Ashok Kumar Singh
- ICAR-Indian Agricultural Research Institute, New Delhi, 110012 India
| | - Firoz Hossain
- ICAR-Indian Agricultural Research Institute, New Delhi, 110012 India
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24
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Dutta S, Muthusamy V, Hossain F, Baveja A, Abhijith KP, Saha S, Zunjare RU, Yadava DK. Effect of storage period on provitamin‐A carotenoids retention in biofortified maize hybrids. Int J Food Sci Technol 2021. [DOI: 10.1111/ijfs.14785] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/14/2023]
Affiliation(s)
- Suman Dutta
- ICAR‐Indian Agricultural Research Institute New Delhi110012India
| | | | - Firoz Hossain
- ICAR‐Indian Agricultural Research Institute New Delhi110012India
| | - Aanchal Baveja
- ICAR‐Indian Agricultural Research Institute New Delhi110012India
| | | | - Supradip Saha
- ICAR‐Indian Agricultural Research Institute New Delhi110012India
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25
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Marker-assisted pyramiding of lycopene-ε-cyclase, β-carotene hydroxylase1 and opaque2 genes for development of biofortified maize hybrids. Sci Rep 2021; 11:12642. [PMID: 34135397 PMCID: PMC8209105 DOI: 10.1038/s41598-021-92010-8] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/11/2020] [Accepted: 05/28/2021] [Indexed: 11/16/2022] Open
Abstract
Malnutrition affects growth and development in humans and causes socio-economic losses. Normal maize is deficient in essential amino acids, lysine and tryptophan; and vitamin-A. Crop biofortification is a sustainable and economical approach to alleviate micronutrient malnutrition. We combined favorable alleles of crtRB1 and lcyE genes into opaque2 (o2)-based four inbreds viz. QLM11, QLM12, QLM13, and QLM14 using marker-assisted backcross breeding. These are parents of quality protein maize versions of two elite hybrids viz. Buland and PMH1, grown in India. Gene-based SSRs for o2 and InDel markers for crtRB1 and lcyE were successfully employed for foreground selection in BC1F1, BC2F1, and BC2F2 generations. The recurrent parent genome recovery ranged from 88.9 to 96.0% among introgressed progenies. Kernels of pyramided lines possessed a high concentration of proA (7.14–9.63 ppm), compared to 1.05 to 1.41 ppm in the recurrent parents, while lysine and tryptophan ranged from 0.28–0.44% and 0.07–0.09%, respectively. The reconstituted hybrids (RBuland and RPMH1) showed significant enhancement of endosperm proA (6.97–9.82 ppm), tryptophan (0.07–0.09%), and lysine (0.29–0.43%), while grain yield was at par with their original versions. The dissemination of reconstituted hybrids holds significant promise to alleviate vitamin-A deficiency and protein-energy malnutrition in developing countries.
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Diepenbrock CH, Ilut DC, Magallanes-Lundback M, Kandianis CB, Lipka AE, Bradbury PJ, Holland JB, Hamilton JP, Wooldridge E, Vaillancourt B, Góngora-Castillo E, Wallace JG, Cepela J, Mateos-Hernandez M, Owens BF, Tiede T, Buckler ES, Rocheford T, Buell CR, Gore MA, DellaPenna D. Eleven biosynthetic genes explain the majority of natural variation in carotenoid levels in maize grain. THE PLANT CELL 2021; 33:882-900. [PMID: 33681994 PMCID: PMC8226291 DOI: 10.1093/plcell/koab032] [Citation(s) in RCA: 20] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/18/2020] [Accepted: 01/26/2021] [Indexed: 05/03/2023]
Abstract
Vitamin A deficiency remains prevalent in parts of Asia, Latin America, and sub-Saharan Africa where maize (Zea mays) is a food staple. Extensive natural variation exists for carotenoids in maize grain. Here, to understand its genetic basis, we conducted a joint linkage and genome-wide association study of the US maize nested association mapping panel. Eleven of the 44 detected quantitative trait loci (QTL) were resolved to individual genes. Six of these were correlated expression and effect QTL (ceeQTL), showing strong correlations between RNA-seq expression abundances and QTL allelic effect estimates across six stages of grain development. These six ceeQTL also had the largest percentage of phenotypic variance explained, and in major part comprised the three to five loci capturing the bulk of genetic variation for each trait. Most of these ceeQTL had strongly correlated QTL allelic effect estimates across multiple traits. These findings provide an in-depth genome-level understanding of the genetic and molecular control of carotenoids in plants. In addition, these findings provide a roadmap to accelerate breeding for provitamin A and other priority carotenoid traits in maize grain that should be readily extendable to other cereals.
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Affiliation(s)
| | - Daniel C Ilut
- Plant Breeding and Genetics Section, School of Integrative Plant Science, Cornell University, Ithaca, New York 14853
| | - Maria Magallanes-Lundback
- Department of Biochemistry and Molecular Biology, Michigan State University, East Lansing, Michigan 48824
| | - Catherine B Kandianis
- Present addresses: Nacre Innovations, Houston, Texas 77002 (C.B.K.); Department of Crop Sciences, University of Illinois at Urbana–Champaign, Urbana, Illinois 61801 (A.E.L.); University of Michigan, Ann Arbor, MI 48109 (E.W.); Centro de Investigación Científica de Yucatan, CONACYT—Unidad de Biotecnologia, Merida, Yucatan 97200, Mexico (E.G.-C.); Bioinformatics and Computational Biology, University of Minnesota, Minneapolis, Minnesota 55455 (J.C.); Bayer, Stonington, Illinois 62567 (M.M.-H.); BASF, Dawson, Georgia 39842 (B.F.O.); and Corteva Agriscience, St. Paul, Minnesota 55108 (T.T.)
| | - Alexander E Lipka
- Present addresses: Nacre Innovations, Houston, Texas 77002 (C.B.K.); Department of Crop Sciences, University of Illinois at Urbana–Champaign, Urbana, Illinois 61801 (A.E.L.); University of Michigan, Ann Arbor, MI 48109 (E.W.); Centro de Investigación Científica de Yucatan, CONACYT—Unidad de Biotecnologia, Merida, Yucatan 97200, Mexico (E.G.-C.); Bioinformatics and Computational Biology, University of Minnesota, Minneapolis, Minnesota 55455 (J.C.); Bayer, Stonington, Illinois 62567 (M.M.-H.); BASF, Dawson, Georgia 39842 (B.F.O.); and Corteva Agriscience, St. Paul, Minnesota 55108 (T.T.)
| | - Peter J Bradbury
- Institute for Genomic Diversity, Cornell University, Ithaca, New York 14853
- United States Department of Agriculture—Agricultural Research Service, Robert W. Holley Center for Agriculture and Health, Ithaca, New York 14853
| | - James B Holland
- United States Department of Agriculture—Agricultural Research Service, Plant Science Research Unit, Department of Crop and Soil Sciences, North Carolina State University, Raleigh, North Carolina 27695
| | - John P Hamilton
- Department of Plant Biology, Michigan State University, East Lansing, Michigan 48824
| | - Edmund Wooldridge
- Present addresses: Nacre Innovations, Houston, Texas 77002 (C.B.K.); Department of Crop Sciences, University of Illinois at Urbana–Champaign, Urbana, Illinois 61801 (A.E.L.); University of Michigan, Ann Arbor, MI 48109 (E.W.); Centro de Investigación Científica de Yucatan, CONACYT—Unidad de Biotecnologia, Merida, Yucatan 97200, Mexico (E.G.-C.); Bioinformatics and Computational Biology, University of Minnesota, Minneapolis, Minnesota 55455 (J.C.); Bayer, Stonington, Illinois 62567 (M.M.-H.); BASF, Dawson, Georgia 39842 (B.F.O.); and Corteva Agriscience, St. Paul, Minnesota 55108 (T.T.)
| | - Brieanne Vaillancourt
- Department of Plant Biology, Michigan State University, East Lansing, Michigan 48824
| | - Elsa Góngora-Castillo
- Present addresses: Nacre Innovations, Houston, Texas 77002 (C.B.K.); Department of Crop Sciences, University of Illinois at Urbana–Champaign, Urbana, Illinois 61801 (A.E.L.); University of Michigan, Ann Arbor, MI 48109 (E.W.); Centro de Investigación Científica de Yucatan, CONACYT—Unidad de Biotecnologia, Merida, Yucatan 97200, Mexico (E.G.-C.); Bioinformatics and Computational Biology, University of Minnesota, Minneapolis, Minnesota 55455 (J.C.); Bayer, Stonington, Illinois 62567 (M.M.-H.); BASF, Dawson, Georgia 39842 (B.F.O.); and Corteva Agriscience, St. Paul, Minnesota 55108 (T.T.)
| | - Jason G Wallace
- Department of Crop and Soil Sciences, University of Georgia, Athens, Georgia 30602
| | - Jason Cepela
- Present addresses: Nacre Innovations, Houston, Texas 77002 (C.B.K.); Department of Crop Sciences, University of Illinois at Urbana–Champaign, Urbana, Illinois 61801 (A.E.L.); University of Michigan, Ann Arbor, MI 48109 (E.W.); Centro de Investigación Científica de Yucatan, CONACYT—Unidad de Biotecnologia, Merida, Yucatan 97200, Mexico (E.G.-C.); Bioinformatics and Computational Biology, University of Minnesota, Minneapolis, Minnesota 55455 (J.C.); Bayer, Stonington, Illinois 62567 (M.M.-H.); BASF, Dawson, Georgia 39842 (B.F.O.); and Corteva Agriscience, St. Paul, Minnesota 55108 (T.T.)
| | - Maria Mateos-Hernandez
- Present addresses: Nacre Innovations, Houston, Texas 77002 (C.B.K.); Department of Crop Sciences, University of Illinois at Urbana–Champaign, Urbana, Illinois 61801 (A.E.L.); University of Michigan, Ann Arbor, MI 48109 (E.W.); Centro de Investigación Científica de Yucatan, CONACYT—Unidad de Biotecnologia, Merida, Yucatan 97200, Mexico (E.G.-C.); Bioinformatics and Computational Biology, University of Minnesota, Minneapolis, Minnesota 55455 (J.C.); Bayer, Stonington, Illinois 62567 (M.M.-H.); BASF, Dawson, Georgia 39842 (B.F.O.); and Corteva Agriscience, St. Paul, Minnesota 55108 (T.T.)
| | - Brenda F Owens
- Present addresses: Nacre Innovations, Houston, Texas 77002 (C.B.K.); Department of Crop Sciences, University of Illinois at Urbana–Champaign, Urbana, Illinois 61801 (A.E.L.); University of Michigan, Ann Arbor, MI 48109 (E.W.); Centro de Investigación Científica de Yucatan, CONACYT—Unidad de Biotecnologia, Merida, Yucatan 97200, Mexico (E.G.-C.); Bioinformatics and Computational Biology, University of Minnesota, Minneapolis, Minnesota 55455 (J.C.); Bayer, Stonington, Illinois 62567 (M.M.-H.); BASF, Dawson, Georgia 39842 (B.F.O.); and Corteva Agriscience, St. Paul, Minnesota 55108 (T.T.)
| | - Tyler Tiede
- Present addresses: Nacre Innovations, Houston, Texas 77002 (C.B.K.); Department of Crop Sciences, University of Illinois at Urbana–Champaign, Urbana, Illinois 61801 (A.E.L.); University of Michigan, Ann Arbor, MI 48109 (E.W.); Centro de Investigación Científica de Yucatan, CONACYT—Unidad de Biotecnologia, Merida, Yucatan 97200, Mexico (E.G.-C.); Bioinformatics and Computational Biology, University of Minnesota, Minneapolis, Minnesota 55455 (J.C.); Bayer, Stonington, Illinois 62567 (M.M.-H.); BASF, Dawson, Georgia 39842 (B.F.O.); and Corteva Agriscience, St. Paul, Minnesota 55108 (T.T.)
| | - Edward S Buckler
- Plant Breeding and Genetics Section, School of Integrative Plant Science, Cornell University, Ithaca, New York 14853
- Institute for Genomic Diversity, Cornell University, Ithaca, New York 14853
- United States Department of Agriculture—Agricultural Research Service, Robert W. Holley Center for Agriculture and Health, Ithaca, New York 14853
| | - Torbert Rocheford
- Department of Agronomy, Purdue University, West Lafayette, Indiana 47907
| | - C Robin Buell
- Department of Plant Biology, Michigan State University, East Lansing, Michigan 48824
| | - Michael A Gore
- Authors for correspondence: (C.H.D.), (M.A.G.), and (D.D.P.)
| | - Dean DellaPenna
- Authors for correspondence: (C.H.D.), (M.A.G.), and (D.D.P.)
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Qutub M, Chandran S, Rathinavel K, Sampathrajan V, Rajasekaran R, Manickam S, Adhimoolam K, Muniyandi SJ, Natesan S. Improvement of a Yairipok Chujak Maize Landrace from North Eastern Himalayan Region for β-Carotene Content through Molecular Marker-Assisted Backcross Breeding. Genes (Basel) 2021; 12:genes12050762. [PMID: 34069791 PMCID: PMC8157291 DOI: 10.3390/genes12050762] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2021] [Revised: 03/10/2021] [Accepted: 03/10/2021] [Indexed: 11/16/2022] Open
Abstract
In the North Eastern Himalayan region (NEHR) of India, maize is an important food crop. The local people cultivate the maize landraces and consume them as food. However, these landraces are deficient in β-carotene content. Thus, we aimed to incorporate the crtRB1 gene from UMI285β+ into the genetic background of the NEHR maize landrace, Yairipok Chujak (CAUM66), and thereby enhance the β-carotene content through marker-assisted backcrossing (MABC). In this regard, we backcrossed and screened BC1F1 and BC2F1 plants possessing the heterozygous allele for crtRB1 and then screened with 106 polymorphic simple sequence repeat (SSR) markers. The plants having maximum recurrent parent genome recovery (RPGR) were selected in each generation and selfed to produce BC2F2 seeds. In the BC2F2 generation, four plants (CAUM66-54-9-12-2, CAUM66-54-9-12-11, CAUM66-54-9-12-13, and CAUM66-54-9-12-24) having homozygous crtRB1-favorable allele with maximum RPGR (86.74–90.16%) were selected and advanced to BC2F3. The four selected plants were selfed to produce BC2F3 and then evaluated for agronomic traits and β-carotene content. The agronomic performance of the four lines was similar (78.83–99.44%) to that of the recurrent parent, and β-carotene content (7.541–8.711 μg/g) was on par with the donor parent. Our study is the first to improve the β-carotene content in NEHR maize landrace through MABC. The newly developed lines could serve as potential resources to further develop nutrition-rich maize lines and could provide genetic stock for use in breeding programs.
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Affiliation(s)
- Maqbool Qutub
- Department of Plant Biotechnology, Centre for Plant Molecular Biology and Biotechnology, Tamil Nadu Agricultural University, Coimbatore 641003, India; (M.Q.); (K.R.); (S.M.)
| | - Sarankumar Chandran
- Department of Plant Molecular Biology and Bioinformatics, Centre for Plant Molecular Biology and Biotechnology, Tamil Nadu Agricultural University, Coimbatore 641003, India;
| | - Krishnakumar Rathinavel
- Department of Plant Biotechnology, Centre for Plant Molecular Biology and Biotechnology, Tamil Nadu Agricultural University, Coimbatore 641003, India; (M.Q.); (K.R.); (S.M.)
| | - Vellaikumar Sampathrajan
- Department of Biotechnology, Agricultural College and Research Institute, Tamil Nadu Agricultural University, Madurai 625104, India; (V.S.); (K.A.)
| | - Ravikesavan Rajasekaran
- Department of Millets, Center for Plant Breeding and Genetics, Tamil Nadu Agricultural University, Coimbatore 641003, India;
| | - Sudha Manickam
- Department of Plant Biotechnology, Centre for Plant Molecular Biology and Biotechnology, Tamil Nadu Agricultural University, Coimbatore 641003, India; (M.Q.); (K.R.); (S.M.)
| | - Karthikeyan Adhimoolam
- Department of Biotechnology, Agricultural College and Research Institute, Tamil Nadu Agricultural University, Madurai 625104, India; (V.S.); (K.A.)
| | | | - Senthil Natesan
- Department of Plant Molecular Biology and Bioinformatics, Centre for Plant Molecular Biology and Biotechnology, Tamil Nadu Agricultural University, Coimbatore 641003, India;
- Correspondence: ; Tel.: +91-98422-32057
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Girón-Calva PS, Pérez-Fons L, Sandmann G, Fraser PD, Christou P. Nitrogen inputs influence vegetative metabolism in maize engineered with a seed-specific carotenoid pathway. PLANT CELL REPORTS 2021; 40:899-911. [PMID: 33787959 DOI: 10.1007/s00299-021-02689-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/15/2021] [Accepted: 03/23/2021] [Indexed: 06/12/2023]
Abstract
Metabolomic profiling of a maize line engineered with an endosperm-specific carotenogenic pathway revealed unexpected metabolic readjustments of primary metabolism in leaves and roots. High-carotenoid (HC) maize was engineered to accumulate high levels of carotenoids in the endosperm. The metabolic interventions influenced the flux through non-target pathways in tissues that were not affected by the targeted intervention. HC maize at the vegetative stage also showed a reduced susceptibility to insect feeding. It is unknown, however, whether the metabolic history of the embryo has any impact on the metabolite composition in vegetative tissues. We, therefore, compared HC maize and its isogenic counterpart (M37W) to test the hypothesis that boosting the carotenoid content in the endosperm triggers compensatory effects in core metabolism in vegetative tissues. Specifically, we investigated whether the metabolite composition of leaves and roots at the V6 stage differs between HC and M37W, and whether N inputs further alter the core metabolism of HC compared to M37W. We found an increase in the abundance of organic acids from the tricarboxylic acid (TCA) cycle in HC even under restricted N conditions. In contrast, low levels of carotenoids and chlorophyll were measured regardless of N levels. Sugars were also significantly depleted in HC under low N. We propose a model explaining the observed genotype-dependent and input-dependent effects, in which organic acids derived from the TCA cycle accumulate during vegetative growth and contribute to the increased demand for pyruvate and/or acetyl-CoA in the endosperm and embryo. This response may in part reflect the transgenerational priming of vegetative tissues in the embryo induced by the increased demand for metabolic precursors during seed development in the previous generation.
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Affiliation(s)
- Patricia S Girón-Calva
- Department of Plant Production and Forestry Sciences, University of Lleida-Agrotecnio Center, Lleida, Spain
| | - Laura Pérez-Fons
- Department of Biological Sciences, Royal Holloway, University London, Egham, Surrey, UK
| | - Gerhard Sandmann
- Institute of Molecular Bioscience, J. W. Goethe University, Frankfurt am Main, Germany
| | - Paul D Fraser
- Department of Biological Sciences, Royal Holloway, University London, Egham, Surrey, UK.
| | - Paul Christou
- Department of Plant Production and Forestry Sciences, University of Lleida-Agrotecnio Center, Lleida, Spain.
- ICREA, Catalan Institute for Research and Advanced Studies, Barcelona, Spain.
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Multinutrient Biofortification of Maize ( Zea mays L.) in Africa: Current Status, Opportunities and Limitations. Nutrients 2021; 13:nu13031039. [PMID: 33807073 PMCID: PMC8004732 DOI: 10.3390/nu13031039] [Citation(s) in RCA: 19] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2021] [Revised: 03/19/2021] [Accepted: 03/20/2021] [Indexed: 12/21/2022] Open
Abstract
Macro and micronutrient deficiencies pose serious health challenges globally, with the largest impact in developing regions such as subSaharan Africa (SSA), Latin America and South Asia. Maize is a good source of calories but contains low concentrations of essential nutrients. Major limiting nutrients in maize-based diets are essential amino acids such as lysine and tryptophan, and micronutrients such as vitamin A, zinc (Zn) and iron (Fe). Responding to these challenges, separate maize biofortification programs have been designed worldwide, resulting in several cultivars with high levels of provitamin A, lysine, tryptophan, Zn and Fe being commercialized. This strategy of developing single-nutrient biofortified cultivars does not address the nutrient deficiency challenges in SSA in an integrated manner. Hence, development of maize with multinutritional attributes can be a sustainable and cost-effective strategy for addressing the problem of nutrient deficiencies in SSA. This review provides a synopsis of the health challenges associated with Zn, provitamin A and tryptophan deficiencies and link these to vulnerable societies; a synthesis of past and present intervention measures for addressing nutrient deficiencies in SSA; and a discussion on the possibility of developing maize with multinutritional quality attributes, but also with adaptation to stress conditions in SSA.
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Duo H, Hossain F, Muthusamy V, Zunjare RU, Goswami R, Chand G, Mishra SJ, Chhabra R, Gowda MM, Pal S, Baveja A, Bhat JS, Kamboj MC, Kumar B, Amalraj JJ, Khulbe R, Prakash B, Neeraja CN, Rakshit S, Yadav OP. Development of sub-tropically adapted diverse provitamin-A rich maize inbreds through marker-assisted pedigree selection, their characterization and utilization in hybrid breeding. PLoS One 2021; 16:e0245497. [PMID: 33539427 PMCID: PMC7861415 DOI: 10.1371/journal.pone.0245497] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2020] [Accepted: 12/31/2020] [Indexed: 11/18/2022] Open
Abstract
Malnutrition has emerged as one of the major health problems worldwide. Traditional yellow maize has low provitamin-A (proA) content and its genetic base in proA biofortification breeding program of subtropics is extremely narrow. To diversify the proA rich germplasm, 10 elite low proA inbreds were crossed with a proA rich donor (HP702-22) having mutant crtRB1 gene. The F2 populations derived from these crosses were genotyped using InDel marker specific to crtRB1. Severe marker segregation distortion was observed. Seventeen crtRB1 inbreds developed through marker-assisted pedigree breeding and seven inbreds generated using marker-assisted backcross breeding were characterized using 77 SSRs. Wide variation in gene diversity (0.08 to 0.79) and dissimilarity coefficient (0.28 to 0.84) was observed. The inbreds were grouped into three major clusters depicting the existing genetic diversity. The crtRB1-based inbreds possessed high β-carotene (BC: 8.72μg/g), β-cryptoxanthin (BCX: 4.58μg/g) and proA (11.01μg/g), while it was 2.35μg/g, 1.24μg/g and 2.97μg/g in checks, respectively. Based on their genetic relationships, 15 newly developed crtRB1-based inbreds were crossed with five testers (having crtRB1 gene) using line × tester mating design. 75 experimental hybrids with crtRB1 gene were evaluated over three locations. These experimental hybrids possessed higher BC (8.02μg/g), BCX (4.69μg/g), proA (10.37μg/g) compared to traditional hybrids used as check (BC: 2.36 μg/g, BCX: 1.53μg/g, proA: 3.13μg/g). Environment and genotypes × environment interaction had minor effects on proA content. Both additive and dominance gene action were significant for proA. The mean proportion of proA to total carotenoids (TC) was 44% among crtRB1-based hybrids, while 11% in traditional hybrids. BC was found to be positively correlated with BCX (r = 0.68) and proA (r = 0.98). However, no correlation was observed between proA and grain yield. Several hybrids with >10.0 t/ha grain yield with proA content >10.0 μg/g were identified. This is the first comprehensive study on development of diverse proA rich maize hybrids through marker-assisted pedigree breeding approach. The findings provides sustainable and cost-effective solution to alleviate vitamin-A deficiency.
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Affiliation(s)
- Hriipulou Duo
- Division of Genetics, ICAR-Indian Agricultural Research Institute, New Delhi, India
| | - Firoz Hossain
- Division of Genetics, ICAR-Indian Agricultural Research Institute, New Delhi, India
| | - Vignesh Muthusamy
- Division of Genetics, ICAR-Indian Agricultural Research Institute, New Delhi, India
| | - Rajkumar U. Zunjare
- Division of Genetics, ICAR-Indian Agricultural Research Institute, New Delhi, India
| | - Rajat Goswami
- Division of Genetics, ICAR-Indian Agricultural Research Institute, New Delhi, India
| | - Gulab Chand
- Division of Genetics, ICAR-Indian Agricultural Research Institute, New Delhi, India
| | - Subhra J. Mishra
- Division of Genetics, ICAR-Indian Agricultural Research Institute, New Delhi, India
| | - Rashmi Chhabra
- Division of Genetics, ICAR-Indian Agricultural Research Institute, New Delhi, India
| | - Munegowda M. Gowda
- Division of Genetics, ICAR-Indian Agricultural Research Institute, New Delhi, India
| | - Saikat Pal
- Division of Genetics, ICAR-Indian Agricultural Research Institute, New Delhi, India
| | - Aanchal Baveja
- Division of Genetics, ICAR-Indian Agricultural Research Institute, New Delhi, India
| | - Jayant S. Bhat
- Division of Genetics, ICAR-Indian Agricultural Research Institute, New Delhi, India
| | - Mehar C. Kamboj
- CCS-Haryana Agricultural University, Regional Research Station, Uchani, Haryana, India
| | - Bhupender Kumar
- ICAR-Indian Institute Maize Research, Ludhiana, Punjab, India
| | - John J. Amalraj
- Tamil Nadu Agricultural University, Coimbatore, Tamil Nadu, India
| | - Rajesh Khulbe
- ICAR-Vivekananda Parvatiya Krishi Anusandhan Sansthan, Almora, India
| | - Bhukya Prakash
- ICAR-Directorate of Poultry Research, Hyderabad, Telangana State, India
| | - C. N. Neeraja
- ICAR-Indian Institute of Rice Research, Hyderabad, Telangana State, India
| | - Sujay Rakshit
- ICAR-Indian Institute Maize Research, Ludhiana, Punjab, India
| | - Om P. Yadav
- ICAR-Indian Institute Maize Research, Ludhiana, Punjab, India
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Mehta BK, Muthusamy V, Baveja A, Chauhan HS, Chhabra R, Bhatt V, Chand G, Zunjare RU, Singh AK, Hossain F. Composition analysis of lysine, tryptophan and provitamin-A during different stages of kernel development in biofortified sweet corn. J Food Compost Anal 2020. [DOI: 10.1016/j.jfca.2020.103625] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
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Gaikwad KB, Rani S, Kumar M, Gupta V, Babu PH, Bainsla NK, Yadav R. Enhancing the Nutritional Quality of Major Food Crops Through Conventional and Genomics-Assisted Breeding. Front Nutr 2020; 7:533453. [PMID: 33324668 PMCID: PMC7725794 DOI: 10.3389/fnut.2020.533453] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2020] [Accepted: 09/03/2020] [Indexed: 01/14/2023] Open
Abstract
Nutritional stress is making over two billion world population malnourished. Either our commercially cultivated varieties of cereals, pulses, and oilseed crops are deficient in essential nutrients or the soils in which these crops grow are becoming devoid of minerals. Unfortunately, our major food crops are poor sources of micronutrients required for normal human growth. To overcome the problem of nutritional deficiency, greater emphasis should be laid on the identification of genes/quantitative trait loci (QTLs) pertaining to essential nutrients and their successful deployment in elite breeding lines through marker-assisted breeding. The manuscript deals with information on identified QTLs for protein content, vitamins, macronutrients, micro-nutrients, minerals, oil content, and essential amino acids in major food crops. These QTLs can be utilized in the development of nutrient-rich crop varieties. Genome editing technologies that can rapidly modify genomes in a precise way and will directly enrich the nutritional status of elite varieties could hold a bright future to address the challenge of malnutrition.
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Affiliation(s)
- Kiran B. Gaikwad
- Division of Genetics, Indian Council of Agricultural Research (ICAR)-Indian Agricultural Research Institute, New Delhi, India
| | - Sushma Rani
- Indian Council of Agricultural Research (ICAR)-National Institute for Plant Biotechnology, New Delhi, India
| | - Manjeet Kumar
- Division of Genetics, Indian Council of Agricultural Research (ICAR)-Indian Agricultural Research Institute, New Delhi, India
| | - Vikas Gupta
- Division of Genetics, Indian Council of Agricultural Research (ICAR)-Indian Institute of Wheat and Barley Research, Karnal, India
| | - Prashanth H. Babu
- Division of Genetics, Indian Council of Agricultural Research (ICAR)-Indian Agricultural Research Institute, New Delhi, India
| | - Naresh Kumar Bainsla
- Division of Genetics, Indian Council of Agricultural Research (ICAR)-Indian Agricultural Research Institute, New Delhi, India
| | - Rajbir Yadav
- Division of Genetics, Indian Council of Agricultural Research (ICAR)-Indian Agricultural Research Institute, New Delhi, India
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Mehta BK, Muthusamy V, Zunjare RU, Baveja A, Chauhan HS, Chhabra R, Singh AK, Hossain F. Biofortification of sweet corn hybrids for provitamin-A, lysine and tryptophan using molecular breeding. J Cereal Sci 2020. [DOI: 10.1016/j.jcs.2020.103093] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
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Dutta S, Muthusamy V, Chhabra R, Baveja A, Zunjare RU, Mondal TK, Yadava DK, Hossain F. Low expression of carotenoids cleavage dioxygenase 1 (ccd1) gene improves the retention of provitamin-A in maize grains during storage. Mol Genet Genomics 2020; 296:141-153. [PMID: 33068135 DOI: 10.1007/s00438-020-01734-1] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2020] [Accepted: 09/30/2020] [Indexed: 10/23/2022]
Abstract
Provitamin-A (proA) is essentially required for vision in humans but its deficiency affects children and pregnant women especially in the developing world. Biofortified maize rich in proA provides new opportunity for sustainable and cost-effective solution to alleviate malnutrition, however, significant loss of carotenoids during storage reduces its efficacy. Here, we studied the role of carotenoid cleavage dioxygenase 1 (ccd1) gene on degradation of carotenoids in maize. A set of 24 maize inbreds was analyzed for retention of proA during storage. At harvest, crtRB1-based maize inbreds possessed significantly high proA (β-carotene: 12.30 µg/g, β-cryptoxanthin: 4.36 µg/g) than the traditional inbreds (β-carotene: 1.74 µg/g, β-cryptoxanthin: 1.28 µg/g). However, crtRB1-based inbreds experienced significant degradation of proA carotenoids (β-carotene: 20%, β-cryptoxanthin: 32% retention) following 5 months. Among the crtRB1-based genotypes, V335PV had the lowest retention of proA (β-carotene: 1.63 µg/g, β-cryptoxanthin: 0.82 µg/g), while HKI161PV had the highest retention of proA (β-carotene: 4.17 µg/g, β-cryptoxanthin: 2.32 µg/g). Periodical analysis revealed that ~ 60-70% of proA degraded during the first three months. Expression analysis revealed that high expression of ccd1 led to low retention of proA carotenoids in V335PV, whereas proA retention in HKI161PV was higher due to lower expression. Highest expression of ccd1 was observed during first 3 months of storage. Copy number of ccd1 gene varied among yellow maize (1-6 copies) and white maize (7-35 copies) while wild relatives contained 1-4 copies of ccd1 gene per genome. However, copy number of ccd1 gene did not exhibit any correlation with proA carotenoids. We concluded that lower expression of ccd1 gene increased the retention of proA during storage in maize. Favourable allele of ccd1 can be introgressed into elite maize inbreds for higher retention of proA during storage.
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Affiliation(s)
- Suman Dutta
- Division of Genetics, ICAR-Indian Agricultural Research Institute, New Delhi, India
| | - Vignesh Muthusamy
- Division of Genetics, ICAR-Indian Agricultural Research Institute, New Delhi, India.
| | - Rashmi Chhabra
- Division of Genetics, ICAR-Indian Agricultural Research Institute, New Delhi, India
| | - Aanchal Baveja
- Division of Genetics, ICAR-Indian Agricultural Research Institute, New Delhi, India
| | - Rajkumar U Zunjare
- Division of Genetics, ICAR-Indian Agricultural Research Institute, New Delhi, India
| | - Tapan K Mondal
- ICAR-National Institute for Plant Biotechnology, New Delhi, India
| | - Devendra K Yadava
- Division of Genetics, ICAR-Indian Agricultural Research Institute, New Delhi, India
| | - Firoz Hossain
- Division of Genetics, ICAR-Indian Agricultural Research Institute, New Delhi, India
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Natesan S, Duraisamy T, Pukalenthy B, Chandran S, Nallathambi J, Adhimoolam K, Manickam D, Sampathrajan V, Muniyandi SJ, Meitei LJ, Thirunavukkarasu N, Kalipatty Nalliappan G, Rajasekaran R. Enhancing β-Carotene Concentration in Parental Lines of CO6 Maize Hybrid Through Marker-Assisted Backcross Breeding (MABB). Front Nutr 2020; 7:134. [PMID: 33154974 PMCID: PMC7591750 DOI: 10.3389/fnut.2020.00134] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2019] [Accepted: 07/13/2020] [Indexed: 12/04/2022] Open
Abstract
Vitamin A deficiency (VAD) is a global health problem; many people around the world, especially children and pregnant women, are VAD deficient or insufficient. Maize is known as an important source of provitamin A for humans. Hence, enhancement of provitamin A carotenoids (pVAC) in maize varieties through breeding or biofortification is a good option for alleviating VAD in developing countries, especially India. So far, numerous maize hybrids have been developed in India. Among them, CO6, derived from UMI1200 × UMI1230, is a popular maize hybrid and adapted to different agro-climatic zones of India, especially Tamil Nadu, a southern state of India. However, CO6 is deficient for pVAC carotenoid β-carotene. Thus, the objectives of this study were to increase the β-carotene concentration in UMI1200 and UMI1230 and generate the β-carotene enriched hybrids through marker-assisted backcross breeding (MABB). For this purpose, the maize genotype HP467-15 was used as the donor for transferring the β-carotene gene, crtRB1, into UMI1200 and UMI1230. In the MABB scheme, we used one gene-specific marker (crtRB1 3'TE) and 214 simples sequence repeat (SSR) markers for foreground and background selection, respectively. As a result, six improved lines with recurrent parent genome recovery (RPGR) ranging from 90.24 to 92.42%, along with good agronomic performance, were generated. The β-carotene concentration of the improved lines ranged from 7.056 to 9.232 μg/g. Furthermore, five hybrid combinations were generated using improved lines and evaluated in a comparative yield trial (CYT) and multi-location trials (MLT) along with the original hybrid CO6 and commercial hybrids. It was revealed that ACM-M13-002 was a superior hybrid with a 7.3-fold increase in β-carotene concentration and with a comparable yield to CO6. In summary, the improved maize inbreds can be used as possible donors for the development of β-carotene-rich cultivars in maize breeding programs and the β-carotene enriched hybrid developed in this study will hold great promise for food and nutritional security.
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Affiliation(s)
- Senthil Natesan
- Department of Plant Molecular Biology and Bioinformatics, Centre for Plant Molecular Biology and Biotechnology, Tamil Nadu Agricultural University, Coimbatore, India
| | | | - Bharathi Pukalenthy
- Department of Plant Breeding and Genetics, Agricultural College and Research Institute, Tamil Nadu Agricultural University, Madurai, India
| | - Sarankumar Chandran
- Department of Plant Breeding and Genetics, Agricultural College and Research Institute, Tamil Nadu Agricultural University, Madurai, India
| | - Jagadeeshselvam Nallathambi
- Department of Plant Biotechnology, Centre for Plant Molecular Biology and Biotechnology, Tamil Nadu Agricultural University, Coimbatore, India
| | - Karthikeyan Adhimoolam
- Department of Biotechnology, Agricultural College and Research Institute, Tamil Nadu Agricultural University, Madurai, India
| | - Dhasarathan Manickam
- Department of Biotechnology, Agricultural College and Research Institute, Tamil Nadu Agricultural University, Madurai, India
| | - Vellaikumar Sampathrajan
- Department of Biotechnology, Agricultural College and Research Institute, Tamil Nadu Agricultural University, Madurai, India
| | | | - Laishram Joykumar Meitei
- Department of Genetics and Plant Breeding, College of Agriculture, Central Agricultural University, Imphal, India
| | - Nepolean Thirunavukkarasu
- Department of Genomics and Molecular Breeding, ICAR-Indian Institute of Millets Research, Hyderabad, India
| | - Ganesan Kalipatty Nalliappan
- Department of Plant Breeding and Genetics, Centre for Plant Breeding and Genetics, Tamil Nadu Agricultural University, Coimbatore, India
| | - Ravikesavan Rajasekaran
- Department of Millets, Center for Plant Breeding and Genetics, Tamil Nadu Agricultural University, Coimbatore, India
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Guo J, Jin M, Chen Y, Liu J. An embedded gene selection method using knockoffs optimizing neural network. BMC Bioinformatics 2020; 21:414. [PMID: 32962627 PMCID: PMC7510330 DOI: 10.1186/s12859-020-03717-w] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2020] [Accepted: 08/19/2020] [Indexed: 11/30/2022] Open
Abstract
Background Gene selection refers to find a small subset of discriminant genes from the gene expression profiles. How to select genes that affect specific phenotypic traits effectively is an important research work in the field of biology. The neural network has better fitting ability when dealing with nonlinear data, and it can capture features automatically and flexibly. In this work, we propose an embedded gene selection method using neural network. The important genes can be obtained by calculating the weight coefficient after the training is completed. In order to solve the problem of black box of neural network and further make the training results interpretable in neural network, we use the idea of knockoffs to construct the knockoff feature genes of the original feature genes. This method not only make each feature gene to compete with each other, but also make each feature gene compete with its knockoff feature gene. This approach can help to select the key genes that affect the decision-making of neural networks. Results We use maize carotenoids, tocopherol methyltransferase, raffinose family oligosaccharides and human breast cancer dataset to do verification and analysis. Conclusions The experiment results demonstrate that the knockoffs optimizing neural network method has better detection effect than the other existing algorithms, and specially for processing the nonlinear gene expression and phenotype data.
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Affiliation(s)
- Juncheng Guo
- Hubei Key Laboratory of Agricultural Bioinformatics, College of Informatics, Huazhong Agricultural University, Wuhan, 430070, China.,Institute of Information Engineering, Chinese Academy of Sciences, Beijing, 10049, China.,School of Cyber Security, University of Chinese Academy of Sciences, Beijing, 10049, China
| | - Min Jin
- National Key Laboratory of Crop Genetic Improvement, Huazhong Agricultural University, Wuhan, 430070, China
| | - Yuanyuan Chen
- National Key Laboratory of Crop Genetic Improvement, Huazhong Agricultural University, Wuhan, 430070, China
| | - Jianxiao Liu
- Hubei Key Laboratory of Agricultural Bioinformatics, College of Informatics, Huazhong Agricultural University, Wuhan, 430070, China. .,National Key Laboratory of Crop Genetic Improvement, Huazhong Agricultural University, Wuhan, 430070, China.
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Obeng‐Bio E, Badu‐Apraku B, Ifie BE, Danquah A, Blay ET, Dadzie MA. Assessing inbred-hybrid relationships for developing drought-tolerant provitamin A-quality protein maize hybrids. AGRONOMY JOURNAL 2020; 112:3549-3566. [PMID: 33303994 PMCID: PMC7693075 DOI: 10.1002/agj2.20344] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/28/2020] [Accepted: 06/21/2020] [Indexed: 06/12/2023]
Abstract
Drought-tolerant early-maturing maize (Zea mays L.) inbred lines with high levels of provitamin A (PVA) and quality protein (QPM) are urgently needed for development of superior hybrids to mitigate malnutrition and to intensify maize production and productivity in sub-Saharan Africa (SSA). This study was designed to identify early-maturing inbred lines with combined tolerance to drought, elevated tryptophan, and PVA contents; to examine inbred-hybrid relationships for tryptophan and PVA accumulation; and to select hybrids with outstanding grain yield (GY) performance. A total of 64 inbred lines and six checks, plus 96 hybrids and four checks, were evaluated under drought and well-watered environments in Nigeria for 2 yr. Eighteen parental lines and 54 derived hybrids were assayed for tryptophan and PVA contents. Ten drought-tolerant inbred lines with high tryptophan and elevated PVA levels were identified in the top 10 hybrid combinations across managed drought and well-watered conditions. The inbred-hybrid relationship was significant for GY under each and across the two contrasting environments. Significant average heterosis was found for tryptophan and PVA under well-watered conditions. This indicated that the selected inbred lines could be used for developing high-yielding PVA-QPM hybrids tolerant to drought stress in SSA. The 10 top-performing PVA-QPM hybrids identified are being extensively evaluated in different locations and subsequently in on-farm trials for commercialization throughout SSA.
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Affiliation(s)
| | - Baffour Badu‐Apraku
- International Institute of Tropical Agriculture (IITA)PMB 5320, Oyo RdIbadanNigeria
| | - Beatrice Elohor Ifie
- West Africa Centre for Crop Improvement (WACCI)Univ. of GhanaPBM 30 LegonAccraGhana
| | - Agyemang Danquah
- West Africa Centre for Crop Improvement (WACCI)Univ. of GhanaPBM 30 LegonAccraGhana
| | - Essie T. Blay
- West Africa Centre for Crop Improvement (WACCI)Univ. of GhanaPBM 30 LegonAccraGhana
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Natesan S, Singh TS, Duraisamy T, Chandrasekharan N, Chandran S, Adhimoolam K, Muniyandi SJ, Sampathrajan V, Kalipatty Nalliappan G, Muthurajan R, Meitei LJ. Characterization of crtRB1 Gene Polymorphism and β-Carotene Content in Maize Landraces Originated From North Eastern Himalayan Region (NEHR) of India. FRONTIERS IN SUSTAINABLE FOOD SYSTEMS 2020. [DOI: 10.3389/fsufs.2020.00078] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
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Obeng‐Bio E, Badu‐Apraku B, Elorhor Ifie B, Danquah A, Blay ET, Dadzie MA. Phenotypic characterization and validation of provitamin A functional genes in early maturing provitamin A-quality protein maize ( Zea mays) inbred lines. PLANT BREEDING = ZEITSCHRIFT FUR PFLANZENZUCHTUNG 2020; 139:575-588. [PMID: 32742048 PMCID: PMC7386915 DOI: 10.1111/pbr.12798] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/06/2019] [Revised: 11/24/2019] [Accepted: 11/30/2019] [Indexed: 05/13/2023]
Abstract
The number of drought and low-N tolerant hybrids with elevated levels of provitamin A (PVA) in sub-Saharan Africa could increase when PVA genes are optimized and validated for developed drought and low-N tolerant inbred lines. This study aimed to (a) determine the levels of drought and low-N tolerance, and PVA concentrations in early maturing PVA-quality protein maize (QPM) inbred lines, and (b) identify lines harbouring the crtRB1 and LcyE genes as sources of favourable alleles of PVA. Seventy early maturing PVA-QPM inbreds were evaluated under drought, low-N and optimal environments in Nigeria for two years. The inbreds were assayed for PVA levels and the presence of PVA genes using allele-specific PCR markers. Moderate range of PVA contents was observed for the inbreds. Nonetheless, TZEIORQ 55 combined high PVA concentration with drought and low-N tolerance. The crtRB1-3'TE primer and the KASP SNP (snpZM0015) consistently identified nine inbreds including TZEIORQ 55 harbouring the favourable alleles of the crtRB1 gene. These inbreds could serve as donor parents of the favourable crtRB1-3'TE allele for PVA breeding in maize.
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Affiliation(s)
- Ebenezer Obeng‐Bio
- West Africa Centre for Crop Improvement (WACCI)University of GhanaAccraGhana
- CSIR‐Crops Research InstituteKumasiGhana
| | | | | | - Agyemang Danquah
- West Africa Centre for Crop Improvement (WACCI)University of GhanaAccraGhana
| | - Essie T. Blay
- West Africa Centre for Crop Improvement (WACCI)University of GhanaAccraGhana
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Ashokkumar K, Govindaraj M, Karthikeyan A, Shobhana VG, Warkentin TD. Genomics-Integrated Breeding for Carotenoids and Folates in Staple Cereal Grains to Reduce Malnutrition. Front Genet 2020; 11:414. [PMID: 32547594 PMCID: PMC7274173 DOI: 10.3389/fgene.2020.00414] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2019] [Accepted: 04/01/2020] [Indexed: 12/30/2022] Open
Abstract
Globally, two billion people suffer from micronutrient deficiencies. Cereal grains provide more than 50% of the daily requirement of calories in human diets, but they often fail to provide adequate essential minerals and vitamins. Cereal crop production in developing countries achieved remarkable yield gains through the efforts of the Green Revolution (117% in rice, 30% in wheat, 530% in maize, and 188% in pearl millet). However, modern varieties are often deficient in essential micronutrients compared to traditional varieties and land races. Breeding for nutritional quality in staple cereals is a challenging task; however, biofortification initiatives combined with genomic tools increase the feasibility. Current biofortification breeding activities include improving rice (for zinc), wheat (for zinc), maize (for provitamin A), and pearl millet (for iron and zinc). Biofortification is a sustainable approach to enrich staple cereals with provitamin A, carotenoids, and folates. Significant genetic variation has been found for provitamin A (96-850 μg and 12-1780 μg in 100 g in wheat and maize, respectively), carotenoids (558-6730 μg in maize), and folates in rice (11-51 μg) and wheat (32.3-89.1 μg) in 100 g. This indicates the prospects for biofortification breeding. Several QTLs associated with carotenoids and folates have been identified in major cereals, and the most promising of these are presented here. Breeding for essential nutrition should be a core objective of next-generation crop breeding. This review synthesizes the available literature on folates, provitamin A, and carotenoids in rice, wheat, maize, and pearl millet, including genetic variation, trait discovery, QTL identification, gene introgressions, and the strategy of genomics-assisted biofortification for these traits. Recent evidence shows that genomics-assisted breeding for grain nutrition in rice, wheat, maize, and pearl millet crops have good potential to aid in the alleviation of micronutrient malnutrition in many developing countries.
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Affiliation(s)
| | - Mahalingam Govindaraj
- Crop Improvement program, International Crops Research Institute for the Semi-Arid Tropics, Hyderabad, India
| | - Adhimoolam Karthikeyan
- Subtropical Horticulture Research Institute, Jeju National University, Jeju, South Korea
| | - V. G. Shobhana
- Crop Improvement program, International Crops Research Institute for the Semi-Arid Tropics, Hyderabad, India
| | - Thomas D. Warkentin
- Department of Plant Sciences, College of Agriculture and Bioresources, University of Saskatchewan, Saskatoon, SK, Canada
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Baseggio M, Murray M, Magallanes-Lundback M, Kaczmar N, Chamness J, Buckler ES, Smith ME, DellaPenna D, Tracy WF, Gore MA. Natural variation for carotenoids in fresh kernels is controlled by uncommon variants in sweet corn. THE PLANT GENOME 2020; 13:e20008. [PMID: 33016632 DOI: 10.1002/tpg2.20008] [Citation(s) in RCA: 26] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/26/2019] [Accepted: 10/30/2019] [Indexed: 06/11/2023]
Abstract
Sweet corn (Zea mays L.) is highly consumed in the United States, but does not make major contributions to the daily intake of carotenoids (provitamin A carotenoids, lutein and zeaxanthin) that would help in the prevention of health complications. A genome-wide association study of seven kernel carotenoids and twelve derivative traits was conducted in a sweet corn inbred line association panel ranging from light to dark yellow in endosperm color to elucidate the genetic basis of carotenoid levels in fresh kernels. In agreement with earlier studies of maize kernels at maturity, we detected an association of β-carotene hydroxylase (crtRB1) with β-carotene concentration and lycopene epsilon cyclase (lcyE) with the ratio of flux between the α- and β-carotene branches in the carotenoid biosynthetic pathway. Additionally, we found that 5% or less of the evaluated inbred lines possessing the shrunken2 (sh2) endosperm mutation had the most favorable lycE allele or crtRB1 haplotype for elevating β-branch carotenoids (β-carotene and zeaxanthin) or β-carotene, respectively. Genomic prediction models with genome-wide markers obtained moderately high predictive abilities for the carotenoid traits, especially lutein, and outperformed models with less markers that targeted candidate genes implicated in the synthesis, retention, and/or genetic control of kernel carotenoids. Taken together, our results constitute an important step toward increasing carotenoids in fresh sweet corn kernels.
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Affiliation(s)
- Matheus Baseggio
- Plant Breeding and Genetics Section, School of Integrative Plant Science, Cornell University, Ithaca, NY, 14853, USA
| | - Matthew Murray
- Dep. of Agronomy, Univ. of Wisconsin-Madison, Madison, WI, 53706, USA
| | | | - Nicholas Kaczmar
- Plant Breeding and Genetics Section, School of Integrative Plant Science, Cornell University, Ithaca, NY, 14853, USA
| | - James Chamness
- Plant Breeding and Genetics Section, School of Integrative Plant Science, Cornell University, Ithaca, NY, 14853, USA
| | - Edward S Buckler
- Plant Breeding and Genetics Section, School of Integrative Plant Science, Cornell University, Ithaca, NY, 14853, USA
- Institute for Genomic Diversity, Cornell Univ., Ithaca, NY, 14853, USA
- US Department of Agriculture-Agricultural Research Service, Robert W. Holley Center for Agriculture and Health, Ithaca, NY, 14853, USA
| | - Margaret E Smith
- Plant Breeding and Genetics Section, School of Integrative Plant Science, Cornell University, Ithaca, NY, 14853, USA
| | - Dean DellaPenna
- Dep. of Biochemistry and Molecular Biology, Michigan State Univ., East Lansing, MI, 48824, USA
| | - William F Tracy
- Dep. of Agronomy, Univ. of Wisconsin-Madison, Madison, WI, 53706, USA
| | - Michael A Gore
- Plant Breeding and Genetics Section, School of Integrative Plant Science, Cornell University, Ithaca, NY, 14853, USA
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Prasanna BM, Palacios-Rojas N, Hossain F, Muthusamy V, Menkir A, Dhliwayo T, Ndhlela T, San Vicente F, Nair SK, Vivek BS, Zhang X, Olsen M, Fan X. Molecular Breeding for Nutritionally Enriched Maize: Status and Prospects. Front Genet 2020; 10:1392. [PMID: 32153628 PMCID: PMC7046684 DOI: 10.3389/fgene.2019.01392] [Citation(s) in RCA: 75] [Impact Index Per Article: 18.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2019] [Accepted: 12/19/2019] [Indexed: 12/13/2022] Open
Abstract
Maize is a major source of food security and economic development in sub-Saharan Africa (SSA), Latin America, and the Caribbean, and is among the top three cereal crops in Asia. Yet, maize is deficient in certain essential amino acids, vitamins, and minerals. Biofortified maize cultivars enriched with essential minerals and vitamins could be particularly impactful in rural areas with limited access to diversified diet, dietary supplements, and fortified foods. Significant progress has been made in developing, testing, and deploying maize cultivars biofortified with quality protein maize (QPM), provitamin A, and kernel zinc. In this review, we outline the status and prospects of developing nutritionally enriched maize by successfully harnessing conventional and molecular marker-assisted breeding, highlighting the need for intensification of efforts to create greater impacts on malnutrition in maize-consuming populations, especially in the low- and middle-income countries. Molecular marker-assisted selection methods are particularly useful for improving nutritional traits since conventional breeding methods are relatively constrained by the cost and throughput of nutritional trait phenotyping.
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Affiliation(s)
| | | | - Firoz Hossain
- ICAR-Indian Agricultural Research Institute (IARI), New Delhi, India
| | - Vignesh Muthusamy
- ICAR-Indian Agricultural Research Institute (IARI), New Delhi, India
| | - Abebe Menkir
- International Institute of Tropical Agriculture (IITA), Ibadan, Nigeria
| | | | | | | | | | | | | | - Mike Olsen
- International Maize and Wheat Improvement Center (CIMMYT), Nairobi, Kenya
| | - Xingming Fan
- Institute of Crop Sciences, Yunnan Academy of Agricultural Sciences (YAAS), Kunming, China
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Trono D. Carotenoids in Cereal Food Crops: Composition and Retention throughout Grain Storage and Food Processing. PLANTS (BASEL, SWITZERLAND) 2019; 8:E551. [PMID: 31795124 PMCID: PMC6963595 DOI: 10.3390/plants8120551] [Citation(s) in RCA: 35] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/30/2019] [Revised: 11/20/2019] [Accepted: 11/27/2019] [Indexed: 01/09/2023]
Abstract
Carotenoids are C40 isoprenoids synthesized by plants, as well as some bacteria, fungi and algae, that have been reported to be responsible for a number of benefits conferred on human health. The inability of animals and humans to synthesize de novo these compounds is the reason why they must be introduced from dietary sources. In cereal grains, carotenoids are important phytochemicals responsible for the characteristic yellow colour of the endosperm, which confers nutritional and aesthetic quality to cereal-based products. Cereals are staple foods for a large portion of the world population, and the biofortification of cereal grains with carotenoids may represent a simple way to prevent many human diseases and disorders. Unfortunately, evidence exists that the storage and processing of cereal grains into food products may negatively impact their carotenoid content; so, this loss should be taken into consideration when analysing the potential health benefits of the cereal-based products. Focusing on the recent updates, this review summarizes the chemical composition of the carotenoids in the grains of staple cereals, including wheat, maize, rice and sorghum, the main factors that affect their carotenoid content during storage and processing and the most fruitful strategies used improve the grain carotenoid content and limit the carotenoid post-harvest losses.
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Affiliation(s)
- Daniela Trono
- Consiglio per la Ricerca in Agricoltura e l'Analisi dell'Economia Agraria, Centro di ricerca Cerealicoltura e Colture Industriali, S.S. 673, Km 25,200, 71122 Foggia, Italy
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Chandran S, Pukalenthy B, Adhimoolam K, Manickam D, Sampathrajan V, Chocklingam V, Eswaran K, Arunachalam K, Joikumar Meetei L, Rajasekaran R, Muthusamy V, Hossain F, Natesan S. Marker-Assisted Selection to Pyramid the Opaque-2 (O2) and β-Carotene (crtRB1) Genes in Maize. Front Genet 2019; 10:859. [PMID: 31611905 PMCID: PMC6775488 DOI: 10.3389/fgene.2019.00859] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2019] [Accepted: 08/16/2019] [Indexed: 11/13/2022] Open
Abstract
Maize is an excellent nutritional source and is consumed as a staple food in different parts of the world, including India. Developing a maize genotype with a combination of higher lysine and tryptophan, along with β-carotene, can help alleviate the problem of protein-energy malnutrition (PEM) and vitamin A deficiency (VAD). This study is aimed at improving lysine and tryptophan content by transferring opaque-2 (o2) gene from donor HKI163 to β-carotene-rich inbred lines viz., UMI1200β+ and UMI1230β+. For this purpose, F1, BC1F1, BC2F1, BC2F2, and BC2F3 plants were developed using an o2 line HKI163 and two β-carotene-rich inbred lines, UMI1200β+ and UMI1230β+, as the parents. Foreground selection using the associated marker umc1066 for the o2 gene and the marker crtRB1 3'TE for the crtRB1 gene was used to select the target genes. A total of 236 simple sequence repeat (SSR) markers distributed evenly across the maize genome were employed for the background selection. To fix the crtRB1 allele in the BC1F1 stage, individual plants homozygous at the crtRB1 locus and heterozygous at the o2 locus were selected and used for backcrossing to produce BC2F1 plants. Furthermore, the selected heterozygous BC2F1 plants from both crosses were selfed to obtain the BC2F2 plants, which were then selected for the target gene and selfed to generate the BC2F3 lines. From each cross, five improved lines with homozygous marker alleles for the crtRB1 and o2 genes with a recurrent parent genome (RPG) recovery ranging from 86.75 to 91.21% in UMI1200β+×HKI163 and 80.00 to 90.08% in UMI1230β+×HKI163 were identified. The improved lines had good agronomic performance and possessed high lysine (0.294-0.332%), tryptophan (0.073-0.081%), and β-carotene (6.12-7.38 µg/g) content. These improved lines can be used as genetic resources for maize improvement.
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Affiliation(s)
- Sarankumar Chandran
- Department of Plant Breeding and Genetics, Agricultural College and Research Institute, Tamil Nadu Agricultural University, Madurai, India
| | - Bharathi Pukalenthy
- Department of Plant Breeding and Genetics, Agricultural College and Research Institute, Tamil Nadu Agricultural University, Madurai, India
| | - Karthikeyan Adhimoolam
- Department of Biotechnology, Agricultural College and Research Institute, Tamil Nadu Agricultural University, Madurai, India
| | - Dhasarathan Manickam
- Department of Biotechnology, Agricultural College and Research Institute, Tamil Nadu Agricultural University, Madurai, India
| | - Vellaikumar Sampathrajan
- Department of Biotechnology, Agricultural College and Research Institute, Tamil Nadu Agricultural University, Madurai, India
| | - Vanniarajan Chocklingam
- Department of Plant Breeding and Genetics, Agricultural College and Research Institute, Tamil Nadu Agricultural University, Madurai, India
| | - Kokiladevi Eswaran
- Department of Plant Biotechnology, Center for Plant Molecular Biology and Biotechnology, Tamil Nadu Agricultural University, Coimbatore, India
| | - Kavithapushpam Arunachalam
- Department of Soil Science and Agricultural Chemistry, Agricultural College and Research Institute, Tamil Nadu Agricultural University, Killikulam, India
| | - Laishram Joikumar Meetei
- Department of Tree Improvement and Plant Breeding and Genetics, Central Agricultural University, Imphal, India
| | - Ravikesavan Rajasekaran
- Department of Millet, Center for Plant Breeding and Genetics, Tamil Nadu Agricultural University, Coimbatore, India
| | - Vignesh Muthusamy
- Division of Genetics, ICAR-Indian Agricultural Research Institute, New Delhi, India
| | - Firoz Hossain
- Division of Genetics, ICAR-Indian Agricultural Research Institute, New Delhi, India
| | - Senthil Natesan
- Department of Plant Molecular Biology and Bioinformatics, Center for Plant Molecular Biology and Biotechnology, Tamil Nadu Agricultural University, Coimbatore, India
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Suwarno WB, Hannok P, Palacios-Rojas N, Windham G, Crossa J, Pixley KV. Provitamin A Carotenoids in Grain Reduce Aflatoxin Contamination of Maize While Combating Vitamin A Deficiency. FRONTIERS IN PLANT SCIENCE 2019; 10:30. [PMID: 30778360 PMCID: PMC6369730 DOI: 10.3389/fpls.2019.00030] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/04/2018] [Accepted: 01/09/2019] [Indexed: 05/25/2023]
Abstract
Aflatoxin contamination of maize grain and products causes serious health problems for consumers worldwide, and especially in low- and middle-income countries where monitoring and safety standards are inconsistently implemented. Vitamin A deficiency (VAD) also compromises the health of millions of maize consumers in several regions of the world including large parts of sub-Saharan Africa. We investigated whether provitamin A (proVA) enriched maize can simultaneously contribute to alleviate both of these health concerns. We studied aflatoxin accumulation in grain of 120 maize hybrids formed by crossing 3 Aspergillus flavus resistant and three susceptible lines with 20 orange maize lines with low to high carotenoids concentrations. The hybrids were grown in replicated, artificially-inoculated field trials at five environments. Grain of hybrids with larger concentrations of beta-carotene (BC), beta-cryptoxanthin (BCX) and total proVA had significantly less aflatoxin contamination than hybrids with lower carotenoids concentrations. Aflatoxin contamination had negative genetic correlation with BCX (-0.28, p < 0.01), BC (-0.18, p < 0.05), and proVA (-0.23, p < 0.05). The relative ease of breeding for increased proVA carotenoid concentrations as compared to breeding for aflatoxin resistance in maize suggests using the former as a component of strategies to combat aflatoxin contamination problems for maize. Our findings indicate that proVA enriched maize can be particularly beneficial where the health burdens of exposure to aflatoxin and prevalence of VAD converge with high rates of maize consumption.
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Affiliation(s)
- Willy B. Suwarno
- International Maize and Wheat Improvement Center, Texcoco, Mexico
- Department of Agronomy and Horticulture, Faculty of Agriculture, Bogor Agricultural University, Bogor, Indonesia
| | - Pattama Hannok
- International Maize and Wheat Improvement Center, Texcoco, Mexico
- Department of Agronomy, University of Wisconsin-Madison, Madison, WI, United States
| | | | - Gary Windham
- Corn Host Plant Resistance Research Unit, United States Department of Agriculture-Agricultural Research Service, Starkville, MS, United States
| | - José Crossa
- International Maize and Wheat Improvement Center, Texcoco, Mexico
| | - Kevin V. Pixley
- International Maize and Wheat Improvement Center, Texcoco, Mexico
- Department of Agronomy, University of Wisconsin-Madison, Madison, WI, United States
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Hindu V, Palacios-Rojas N, Babu R, Suwarno WB, Rashid Z, Usha R, Saykhedkar GR, Nair SK. Identification and validation of genomic regions influencing kernel zinc and iron in maize. TAG. THEORETICAL AND APPLIED GENETICS. THEORETISCHE UND ANGEWANDTE GENETIK 2018; 131:1443-1457. [PMID: 29574570 PMCID: PMC6004279 DOI: 10.1007/s00122-018-3089-3] [Citation(s) in RCA: 53] [Impact Index Per Article: 8.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/17/2017] [Accepted: 03/16/2018] [Indexed: 05/19/2023]
Abstract
KEY MESSAGE Genome-wide association study (GWAS) on 923 maize lines and validation in bi-parental populations identified significant genomic regions for kernel-Zinc and-Iron in maize. Bio-fortification of maize with elevated Zinc (Zn) and Iron (Fe) holds considerable promise for alleviating under-nutrition among the world's poor. Bio-fortification through molecular breeding could be an economical strategy for developing nutritious maize, and hence in this study, we adopted GWAS to identify markers associated with high kernel-Zn and Fe in maize and subsequently validated marker-trait associations in independent bi-parental populations. For GWAS, we evaluated a diverse maize association mapping panel of 923 inbred lines across three environments and detected trait associations using high-density Single nucleotide polymorphism (SNPs) obtained through genotyping-by-sequencing. Phenotyping trials of the GWAS panel showed high heritability and moderate correlation between kernel-Zn and Fe concentrations. GWAS revealed a total of 46 SNPs (Zn-20 and Fe-26) significantly associated (P ≤ 5.03 × 10-05) with kernel-Zn and Fe concentrations with some of these associated SNPs located within previously reported QTL intervals for these traits. Three double-haploid (DH) populations were developed using lines identified from the panel that were contrasting for these micronutrients. The DH populations were phenotyped at two environments and were used for validating significant SNPs (P ≤ 1 × 10-03) based on single marker QTL analysis. Based on this analysis, 11 (Zn) and 11 (Fe) SNPs were found to have significant effect on the trait variance (P ≤ 0.01, R2 ≥ 0.05) in at least one bi-parental population. These findings are being pursued in the kernel-Zn and Fe breeding program, and could hold great value in functional analysis and possible cloning of high-value genes for these traits in maize.
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Affiliation(s)
- Vemuri Hindu
- Asia Regional Maize Program, International Maize and Wheat Improvement Center (CIMMYT), ICRISAT Campus, Patancheru, Hyderabad, Telangana 502324 India
- Sri Padmavati Mahila Visvavidyalayam (Women’s University), Tirupati, Andhra Pradesh 517502 India
| | - Natalia Palacios-Rojas
- International Maize and Wheat Improvement Center (CIMMYT), Km 45 Carretera Mexico-Veracruz, 56130 Texcoco, Mexico
| | - Raman Babu
- Asia Regional Maize Program, International Maize and Wheat Improvement Center (CIMMYT), ICRISAT Campus, Patancheru, Hyderabad, Telangana 502324 India
- Present Address: Multi-Crop Research Center (MCRC), DuPont Pioneer, Hyderabad, Telangana 500078 India
| | - Willy B. Suwarno
- International Maize and Wheat Improvement Center (CIMMYT), Km 45 Carretera Mexico-Veracruz, 56130 Texcoco, Mexico
- Present Address: Department of Agronomy and Horticulture, Faculty of Agriculture, Bogor Agricultural University, Jl. Meranti Kampus IPB Dramaga, Bogor, 16680 Indonesia
| | - Zerka Rashid
- Asia Regional Maize Program, International Maize and Wheat Improvement Center (CIMMYT), ICRISAT Campus, Patancheru, Hyderabad, Telangana 502324 India
| | - Rayalcheruvu Usha
- Sri Padmavati Mahila Visvavidyalayam (Women’s University), Tirupati, Andhra Pradesh 517502 India
| | - Gajanan R Saykhedkar
- Asia Regional Maize Program, International Maize and Wheat Improvement Center (CIMMYT), ICRISAT Campus, Patancheru, Hyderabad, Telangana 502324 India
- Present Address: Project Director, SPMESM, Dr. Hedgewar Hospital, Aurangabad, Maharashtra 431005 India
| | - Sudha K. Nair
- Asia Regional Maize Program, International Maize and Wheat Improvement Center (CIMMYT), ICRISAT Campus, Patancheru, Hyderabad, Telangana 502324 India
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Azmach G, Menkir A, Spillane C, Gedil M. Genetic Loci Controlling Carotenoid Biosynthesis in Diverse Tropical Maize Lines. G3 (BETHESDA, MD.) 2018; 8:1049-1065. [PMID: 29378820 PMCID: PMC5844293 DOI: 10.1534/g3.117.300511] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/10/2017] [Accepted: 01/18/2018] [Indexed: 02/05/2023]
Abstract
The discovery and use of genetic markers associated with carotenoid levels can help to exploit the genetic potential of maize for provitamin A accumulation more effectively. Provitamin A carotenoids are classes of carotenoids that are precursors of vitamin A, an essential micronutrient in humans. Vitamin A deficiency is a global public health problem affecting millions of people, especially in developing countries. Maize is one of the most important staple crops targeted for provitamin A biofortification to help alleviate vitamin A deficiency in developing countries. A genome-wide association study (GWAS) of maize endosperm carotenoids was conducted using a panel of 130 diverse yellow maize tropical inbred lines genotyped with Genotyping by Sequencing (GBS) SNP markers. Numerous significant association signals co-localizing with the known carotenoid biosynthesis genes crtRB1, lcyE and ZEP1 were identified. The GWAS confirmed previously reported large effects of the two major carotenoid biosynthesis genes lcyE and crtRB1 In addition, significant novel associations were detected for several transcription factors (e.g., RING zinc finger domain and HLH DNA-binding domain super family proteins) that may be involved in regulation of carotenoid biosynthesis in maize. When the GWAS was re-conducted by including the major effects of lcyE and crtRB1 genes as covariates, a SNP in a gene coding for an auxin response factor 20 transcription factor was identified which displayed an association with β-carotene and provitamin A levels. Our study provides a foundation for design and implementation of genomics-assisted selection strategies for provitamin A maize breeding in tropical regions, and advances efforts toward identification of additional genes (and allelic variants) involved in the regulation of carotenoid biosynthesis in plants.
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Affiliation(s)
- Girum Azmach
- Maize Breeding and Genetics Division, Bako National Maize Research Center, Ethiopian Institute of Agricultural Research, Bako, Ethiopia
- Genetics and Biotechnology Laboratory, Plant and AgriBiosciences Research Centre, Ryan Institute, National University of Ireland Galway, H91 REW4, Ireland
- International Institute of Tropical Agriculture, PMB 5320, Ibadan, Nigeria
| | - Abebe Menkir
- International Institute of Tropical Agriculture, PMB 5320, Ibadan, Nigeria
| | - Charles Spillane
- Genetics and Biotechnology Laboratory, Plant and AgriBiosciences Research Centre, Ryan Institute, National University of Ireland Galway, H91 REW4, Ireland
| | - Melaku Gedil
- International Institute of Tropical Agriculture, PMB 5320, Ibadan, Nigeria
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Zunjare RU, Hossain F, Muthusamy V, Baveja A, Chauhan HS, Bhat JS, Thirunavukkarasu N, Saha S, Gupta HS. Development of Biofortified Maize Hybrids through Marker-Assisted Stacking of β -Carotene Hydroxylase, Lycopene-ε -Cyclase and Opaque2 Genes. FRONTIERS IN PLANT SCIENCE 2018; 9:178. [PMID: 29515602 PMCID: PMC5826225 DOI: 10.3389/fpls.2018.00178] [Citation(s) in RCA: 40] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/17/2017] [Accepted: 01/30/2018] [Indexed: 05/07/2023]
Abstract
Traditional yellow maize though contains high kernel carotenoids, the concentration of provitamin A (proA) is quite low (<2 μg/g), compared to recommended level (15 μg/g). It also possesses poor endosperm protein quality due to low concentration of lysine and tryptophan. Natural variant of crtRB1 (β-carotene hydroxylase) and lcyE (lycopene-ε-cyclase) cause significant enhancement of proA concentration, while recessive allele, opaque2 (o2) enhances the level of these amino acids. Development of biofortified maize enriched in proA, lysine and tryptophan thus holds significance in alleviation of micronutrient malnutrition. In the present study, marker-assisted stacking of crtRB1, lcyE and o2 was undertaken in the genetic background of four maize hybrids (HQPM1, HQPM4, HQPM5, and HQPM7) popularly grown in India. HP704-22 and HP704-23 were used as donors, while four elite QPM parents viz., HKI161, HKI163, HKI193-1, and HKI193-2 were used as recipients. CrtRB1 showed severe segregation distortion, while lcyE segregated as per the expectation. Recovery of recurrent parent genome (RPG) among selected backcross progenies ranged from 89 to 93%. Introgressed progenies possessed high concentration of proA (7.38-13.59 μg/g), compared to 1.65-2.04 μg/g in the recurrent parents. The reconstituted hybrids showed an average of 4.5-fold increase in proA with a range of 9.25-12.88 μg/g, compared to original hybrids (2.14-2.48 μg/g). Similar plant-, ear-, and grain- characteristics of improved versions of both inbreds and hybrids were observed when evaluated with their respective original versions. Mean lysine (0.334%) and tryptophan (0.080%) of the improved hybrids were at par with the original versions (lysine: 0.340%, tryptophan: 0.083%). Improved hybrids also possessed similar grain yield potential (6,301-8,545 kg/ha) with their original versions (6,135-8,479 kg/ha) evaluated at two locations. This is the first study of staking crtRB1-, lcyE-, and o2-, favorable alleles in single genetic background. The improved inbreds can be effectively used as potential donor for independent and/or simultaneous introgression of crtRB1, lcyE, and o2 in the future breeding programme. These biofortified maize hybrids, rich in proA, lysine and tryptophan will hold great promise for nutritional security.
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Affiliation(s)
- Rajkumar U. Zunjare
- Division of Genetics, ICAR-Indian Agricultural Research Institute, New Delhi, India
| | - Firoz Hossain
- Division of Genetics, ICAR-Indian Agricultural Research Institute, New Delhi, India
| | - Vignesh Muthusamy
- Division of Genetics, ICAR-Indian Agricultural Research Institute, New Delhi, India
| | - Aanchal Baveja
- Division of Genetics, ICAR-Indian Agricultural Research Institute, New Delhi, India
| | - Hema S. Chauhan
- Division of Genetics, ICAR-Indian Agricultural Research Institute, New Delhi, India
| | - Jayant S. Bhat
- Regional Research Centre, ICAR-Indian Agricultural Research Institute, Dharwad, India
| | | | - Supradip Saha
- Division of Agricultural Chemicals, ICAR-Indian Agricultural Research Institute, New Delhi, India
| | - Hari S. Gupta
- Division of Genetics, ICAR-Indian Agricultural Research Institute, New Delhi, India
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Gebremeskel S, Garcia-Oliveira AL, Menkir A, Adetimirin V, Gedil M. Effectiveness of predictive markers for marker assisted selection of pro-vitamin A carotenoids in medium-late maturing maize (Zea mays L.) inbred lines. J Cereal Sci 2018. [DOI: 10.1016/j.jcs.2017.09.001] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
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50
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Molecular characterization of 5' UTR of the lycopene epsilon cyclase ( lcyE) gene among exotic and indigenous inbreds for its utilization in maize biofortification. 3 Biotech 2018; 8:75. [PMID: 29354386 DOI: 10.1007/s13205-018-1100-y] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2017] [Accepted: 01/05/2018] [Indexed: 01/16/2023] Open
Abstract
Maize grains are the important source of food and energy, but possess very low proA (< 2.5 µg/g) compared to target level of 15 µg/g set by HarvestPlus to alleviate VAD. Favorable allele having variation in 5' untranslated region (UTR) of lycopene epsilon cyclase (lcyE) gene enhances concentration of proA in maize. To identify the sequence variation in 5' UTR of lcyE, a set of diverse 13 inbreds of indigenous and exotic origin was characterized for allelic constitution of lcyE. Inbreds possessed wide variation in proA (1.62-23.12 µg/g) with a mean of 9.64 µg/g. The proA in CIMMYT-HarvestPlus genotypes having favorable allele of lcyE was very high (22.28 µg/g), whereas the Indian inbreds with the same allele possessed very low proA (2.48 µg/g). Eight genotypes viz., HKI161, HKI163, HKI161-PV, HKI163-PV, HKI193-1-PV, HKI193-2-PV, HP704-22 and HP704-23 revealed the presence of favorable allele, while VQL1, DMRIL47, MGU-PV-123/C6, HKI193-1 and HKI193-2 showed the presence of unfavorable allele of lcyE gene. Sequence comparison of favorable allele of Indian (HKI161 and HKI163) and exotic genotypes (HP704-22 and HP704-23) revealed seven SNPs having three transitions (SNP1 and SNP3: G to A, SNP2: C to T) and four transversions (SNP4: C to G, SNP5: T to G, SNP6: G to C and SNP7: G to T). Four SNPs (SNP1: position 446, SNP2: position 458, SNP3: position 459 and SNP4: position 483) discriminated the low- and high- proA lines having favorable allele of lcyE 5'TE. These SNPs hold significance in enrichment of proA in maize for marker development and their use in marker-assisted selection.
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