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Mukherjee A, Maheshwari U, Sharma V, Sharma A, Kumar S. Functional insight into multi-omics-based interventions for climatic resilience in sorghum (Sorghum bicolor): a nutritionally rich cereal crop. PLANTA 2024; 259:91. [PMID: 38480598 DOI: 10.1007/s00425-024-04365-7] [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: 11/20/2023] [Accepted: 02/13/2024] [Indexed: 03/25/2024]
Abstract
MAIN CONCLUSION The article highlights omics-based interventions in sorghum to combat food and nutritional scarcity in the future. Sorghum with its unique ability to thrive in adverse conditions, has become a tremendous highly nutritive, and multipurpose cereal crop. It is resistant to various types of climatic stressors which will pave its way to a future food crop. Multi-omics refers to the comprehensive study of an organism at multiple molecular levels, including genomics, transcriptomics, proteomics, and metabolomics. Genomic studies have provided insights into the genetic diversity of sorghum and led to the development of genetically improved sorghum. Transcriptomics involves analysing the gene expression patterns in sorghum under various conditions. This knowledge is vital for developing crop varieties with enhanced stress tolerance. Proteomics enables the identification and quantification of the proteins present in sorghum. This approach helps in understanding the functional roles of specific proteins in response to stress and provides insights into metabolic pathways that contribute to resilience and grain production. Metabolomics studies the small molecules, or metabolites, produced by sorghum, provides information about the metabolic pathways that are activated or modified in response to environmental stress. This knowledge can be used to engineer sorghum varieties with improved metabolic efficiency, ultimately leading to better crop yields. In this review, we have focused on various multi-omics approaches, gene expression analysis, and different pathways for the improvement of Sorghum. Applying omics approaches to sorghum research allows for a holistic understanding of its genome function. This knowledge is invaluable for addressing challenges such as climate change, resource limitations, and the need for sustainable agriculture.
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Affiliation(s)
- Ananya Mukherjee
- School of Biotechnology, Faculty of Applied Sciences and Biotechnology, Shoolini University, Solan, Himachal Pradesh, 173229, India
| | - Uma Maheshwari
- School of Biotechnology, Faculty of Applied Sciences and Biotechnology, Shoolini University, Solan, Himachal Pradesh, 173229, India
| | - Vishal Sharma
- School of Biotechnology, Faculty of Applied Sciences and Biotechnology, Shoolini University, Solan, Himachal Pradesh, 173229, India.
| | - Ankush Sharma
- Plant Genome Mapping Laboratory, Crop and Soil Science, University of Georgia, 111 Riverbend Road, Athens, GA, 30605, USA
| | - Satish Kumar
- Department of Food Science and Technology, Dr. Yashwant Singh Parmar University of Horticulture and Forestry, Nauni, Solan, HP, 173230, India
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Pardo J, Wai CM, Harman M, Nguyen A, Kremling KA, Romay MC, Lepak N, Bauerle TL, Buckler ES, Thompson AM, VanBuren R. Cross-species predictive modeling reveals conserved drought responses between maize and sorghum. Proc Natl Acad Sci U S A 2023; 120:e2216894120. [PMID: 36848555 PMCID: PMC10013860 DOI: 10.1073/pnas.2216894120] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2022] [Accepted: 01/30/2023] [Indexed: 03/01/2023] Open
Abstract
Drought tolerance is a highly complex trait controlled by numerous interconnected pathways with substantial variation within and across plant species. This complexity makes it difficult to distill individual genetic loci underlying tolerance, and to identify core or conserved drought-responsive pathways. Here, we collected drought physiology and gene expression datasets across diverse genotypes of the C4 cereals sorghum and maize and searched for signatures defining water-deficit responses. Differential gene expression identified few overlapping drought-associated genes across sorghum genotypes, but using a predictive modeling approach, we found a shared core drought response across development, genotype, and stress severity. Our model had similar robustness when applied to datasets in maize, reflecting a conserved drought response between sorghum and maize. The top predictors are enriched in functions associated with various abiotic stress-responsive pathways as well as core cellular functions. These conserved drought response genes were less likely to contain deleterious mutations than other gene sets, suggesting that core drought-responsive genes are under evolutionary and functional constraints. Our findings support a broad evolutionary conservation of drought responses in C4 grasses regardless of innate stress tolerance, which could have important implications for developing climate resilient cereals.
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Affiliation(s)
- Jeremy Pardo
- Department of Horticulture, Michigan State University, East Lansing, MI48824
- Plant Resilience Institute, Michigan State University, East Lansing, MI48824
- Department of Plant Biology, Michigan State University, East Lansing, MI48824
| | - Ching Man Wai
- Department of Horticulture, Michigan State University, East Lansing, MI48824
- Plant Resilience Institute, Michigan State University, East Lansing, MI48824
| | - Maxwell Harman
- Department of Horticulture, Michigan State University, East Lansing, MI48824
| | - Annie Nguyen
- Department of Horticulture, Michigan State University, East Lansing, MI48824
- Plant Resilience Institute, Michigan State University, East Lansing, MI48824
| | - Karl A. Kremling
- Institute for Genomic Diversity, Cornell University, Ithaca, NY14853
- School of Integrative Plant Science, Cornell University, Ithaca, NY14853
| | - Maria Cinta Romay
- Institute for Genomic Diversity, Cornell University, Ithaca, NY14853
- School of Integrative Plant Science, Cornell University, Ithaca, NY14853
| | - Nicholas Lepak
- Agricultural Research Service, US Department of Agriculture, Ithaca, NY14853
| | - Taryn L. Bauerle
- School of Integrative Plant Science, Cornell University, Ithaca, NY14853
| | - Edward S. Buckler
- Institute for Genomic Diversity, Cornell University, Ithaca, NY14853
- School of Integrative Plant Science, Cornell University, Ithaca, NY14853
- Agricultural Research Service, US Department of Agriculture, Ithaca, NY14853
| | - Addie M. Thompson
- Plant Resilience Institute, Michigan State University, East Lansing, MI48824
- Department of Plant, Soil and Microbial Sciences, Michigan State University, East Lansing, MI48824
| | - Robert VanBuren
- Department of Horticulture, Michigan State University, East Lansing, MI48824
- Plant Resilience Institute, Michigan State University, East Lansing, MI48824
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Singh PK, Indoliya Y, Agrawal L, Awasthi S, Deeba F, Dwivedi S, Chakrabarty D, Shirke PA, Pandey V, Singh N, Dhankher OP, Barik SK, Tripathi RD. Genomic and proteomic responses to drought stress and biotechnological interventions for enhanced drought tolerance in plants. CURRENT PLANT BIOLOGY 2022; 29:100239. [DOI: 10.1016/j.cpb.2022.100239] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/27/2023]
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Abreha KB, Enyew M, Carlsson AS, Vetukuri RR, Feyissa T, Motlhaodi T, Ng'uni D, Geleta M. Sorghum in dryland: morphological, physiological, and molecular responses of sorghum under drought stress. PLANTA 2021; 255:20. [PMID: 34894286 PMCID: PMC8665920 DOI: 10.1007/s00425-021-03799-7] [Citation(s) in RCA: 27] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/03/2021] [Accepted: 11/19/2021] [Indexed: 05/10/2023]
Abstract
Droughts negatively affect sorghum's productivity and nutritional quality. Across its diversity centers, however, there exist resilient genotypes that function differently under drought stress at various levels, including molecular and physiological. Sorghum is an economically important and a staple food crop for over half a billion people in developing countries, mostly in arid and semi-arid regions where drought stress is a major limiting factor. Although sorghum is generally considered tolerant, drought stress still significantly hampers its productivity and nutritional quality across its major cultivation areas. Hence, understanding both the effects of the stress and plant response is indispensable for improving drought tolerance of the crop. This review aimed at enhancing our understanding and provide more insights on drought tolerance in sorghum as a contribution to the development of climate resilient sorghum cultivars. We summarized findings on the effects of drought on the growth and development of sorghum including osmotic potential that impedes germination process and embryonic structures, photosynthetic rates, and imbalance in source-sink relations that in turn affect seed filling often manifested in the form of substantial reduction in grain yield and quality. Mechanisms of sorghum response to drought-stress involving morphological, physiological, and molecular alterations are presented. We highlighted the current understanding about the genetic basis of drought tolerance in sorghum, which is important for maximizing utilization of its germplasm for development of improved cultivars. Furthermore, we discussed interactions of drought with other abiotic stresses and biotic factors, which may increase the vulnerability of the crop or enhance its tolerance to drought stress. Based on the research reviewed in this article, it appears possible to develop locally adapted cultivars of sorghum that are drought tolerant and nutrient rich using modern plant breeding techniques.
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Affiliation(s)
- Kibrom B Abreha
- Department of Plant Breeding, Swedish University of Agricultural Sciences, Box 190, 234 22, Lomma, Sweden.
| | - Muluken Enyew
- Department of Plant Breeding, Swedish University of Agricultural Sciences, Box 190, 234 22, Lomma, Sweden
- Institute of Biotechnology, Addis Ababa University, Box 1176, Addis Ababa, Ethiopia
| | - Anders S Carlsson
- Department of Plant Breeding, Swedish University of Agricultural Sciences, Box 190, 234 22, Lomma, Sweden
| | - Ramesh R Vetukuri
- Department of Plant Breeding, Swedish University of Agricultural Sciences, Box 190, 234 22, Lomma, Sweden
| | - Tileye Feyissa
- Institute of Biotechnology, Addis Ababa University, Box 1176, Addis Ababa, Ethiopia
| | - Tiny Motlhaodi
- Department of Agricultural Research, Private Bag, 0033, Gaborone, Botswana
| | - Dickson Ng'uni
- Zambia Agriculture Research Institute, Mount Makulu Research Station, P/B 7, Chilanga, Zambia
| | - Mulatu Geleta
- Department of Plant Breeding, Swedish University of Agricultural Sciences, Box 190, 234 22, Lomma, Sweden
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Rida S, Maafi O, López-Malvar A, Revilla P, Riache M, Djemel A. Genetics of Germination and Seedling Traits under Drought Stress in a MAGIC Population of Maize. PLANTS (BASEL, SWITZERLAND) 2021; 10:1786. [PMID: 34579319 PMCID: PMC8468063 DOI: 10.3390/plants10091786] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 07/29/2021] [Revised: 08/23/2021] [Accepted: 08/24/2021] [Indexed: 01/31/2023]
Abstract
Drought is one of the most detrimental abiotic stresses hampering seed germination, development, and productivity. Maize is more sensitive to drought than other cereals, especially at seedling stage. Our objective was to study genetic regulation of drought tolerance at germination and during seedling growth in maize. We evaluated 420 RIL with their parents from a multi-parent advanced generation inter-cross (MAGIC) population with PEG-induced drought at germination and seedling establishment. A genome-wide association study (GWAS) was carried out to identify genomic regions associated with drought tolerance. GWAS identified 28 and 16 SNPs significantly associated with germination and seedling traits under stress and well-watered conditions, respectively. Among the SNPs detected, two SNPs had significant associations with several traits with high positive correlations, suggesting a pleiotropic genetic control. Other SNPs were located in regions that harbored major QTLs in previous studies, and co-located with QTLs for cold tolerance previously published for this MAGIC population. The genomic regions comprised several candidate genes related to stresses and plant development. These included numerous drought-responsive genes and transcription factors implicated in germination, seedling traits, and drought tolerance. The current analyses provide information and tools for subsequent studies and breeding programs for improving drought tolerance.
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Affiliation(s)
- Soumeya Rida
- Higher National Agronomic School (ENSA), L-RGB, Hassan Badi, El Harrach, Algiers 16004, Algeria; (S.R.); (O.M.); (M.R.); (A.D.)
| | - Oula Maafi
- Higher National Agronomic School (ENSA), L-RGB, Hassan Badi, El Harrach, Algiers 16004, Algeria; (S.R.); (O.M.); (M.R.); (A.D.)
| | - Ana López-Malvar
- Facultad de Biología, Departamento de Biología Vegetal y Ciencias del Suelo, Agrobiología Ambiental, Calidad de Suelos y Plantas, Universidad de Vigo, As Lagoas Marcosende, 36310 Vigo, Spain
| | - Pedro Revilla
- Misión Biológica de Galicia (CSIC), Apartado 28, E-36080 Pontevedra, Spain;
| | - Meriem Riache
- Higher National Agronomic School (ENSA), L-RGB, Hassan Badi, El Harrach, Algiers 16004, Algeria; (S.R.); (O.M.); (M.R.); (A.D.)
| | - Abderahmane Djemel
- Higher National Agronomic School (ENSA), L-RGB, Hassan Badi, El Harrach, Algiers 16004, Algeria; (S.R.); (O.M.); (M.R.); (A.D.)
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