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Balestrazzi A, Calvio C, Macovei A, Pagano A, Laux P, Moutahir H, Rajjou L, Tani E, Chachalis D, Katsis C, Ghaouti L, Gmouh S, Majid S, Elleuch A, Hanin M, Khemakhem B, El Abed H, Nunes J, Araújo S, Benhamrouche A, Bersi M. Seed quality as a proxy of climate-ready orphan legumes: the need for a multidisciplinary and multi-actor vision. FRONTIERS IN PLANT SCIENCE 2024; 15:1388866. [PMID: 39148611 PMCID: PMC11325182 DOI: 10.3389/fpls.2024.1388866] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 02/20/2024] [Accepted: 07/12/2024] [Indexed: 08/17/2024]
Abstract
In developing countries, orphan legumes stand at the forefront in the struggle against climate change. Their high nutrient value is crucial in malnutrition and chronic diseases prevention. However, as the 'orphan' definition suggests, their seed systems are still underestimated and seed production is scanty. Seed priming is an effective, sustainable strategy to boost seed quality in orphan legumes for which up-to-date guidelines are required to guarantee reliable and reproducible results. How far are we along this path? What do we expect from seed priming? This brings to other relevant questions. What is the socio-economic relevance of orphan legumes in the Mediterranean Basin? How to potentiate a broader cultivation in specific regions? The case study of the BENEFIT-Med (Boosting technologies of orphan legumes towards resilient farming systems) project, developed by multidisciplinary research networks, envisions a roadmap for producing new knowledge and innovative technologies to improve seed productivity through priming, with the long-term objective of promoting sustainability and food security for/in the climate-sensitive regions. This review highlights the existing drawbacks that must be overcome before orphan legumes could reach the state of 'climate-ready crops'. Only by the integration of knowledge in seed biology, technology and agronomy, the barrier existing between research bench and local agricultural fields may be overcome, generating high-impact technical innovations for orphan legumes. We intend to provide a powerful message to encourage future research in line with the United Nations Agenda 2030 for Sustainable Development.
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Affiliation(s)
- Alma Balestrazzi
- Department of Biology and Biotechnology "L. Spallanzani", University of Pavia, Pavia, Italy
| | - Cinzia Calvio
- Department of Biology and Biotechnology "L. Spallanzani", University of Pavia, Pavia, Italy
| | - Anca Macovei
- Department of Biology and Biotechnology "L. Spallanzani", University of Pavia, Pavia, Italy
| | - Andrea Pagano
- Department of Biology and Biotechnology "L. Spallanzani", University of Pavia, Pavia, Italy
| | - Patrick Laux
- Institute of Meteorology and Climate Research (IMK-IFU), Karlsruhe Institute of Technology, Garmisch-Partenkirchen, Germany
| | - Hassane Moutahir
- Institute of Meteorology and Climate Research (IMK-IFU), Karlsruhe Institute of Technology, Garmisch-Partenkirchen, Germany
| | - Loїc Rajjou
- Université Paris-Saclay, National Research Institute for Agriculture, Food and the Environment (INRAE), AgroParisTech, Institut Jean-Pierre Bourgin (IJPB), Versailles, France
| | - Eleni Tani
- Laboratory of Plant Breeding and Biometry, Department of Crop Science, Agricultural University of Athens, Athens, Greece
| | - Dimosthenis Chachalis
- Department of Pesticides' Control and Phytopharmacy, Benaki Phytopathological Institute, Athens, Greece
| | | | - Lamiae Ghaouti
- Department of Plant Production, Protection and Biotechnology, Hassan II Institute of Agronomy and Veterinary Medicine, Rabat, Morocco
| | - Said Gmouh
- Laboratory Laboratory of Engineering and Materials (LIMAT), Faculty of Sciences Ben M'sick, University Hassan II of Casablanca, Casablanca, Morocco
| | - Sanaa Majid
- Laboratory GeMEV, Faculty of Sciences Aïn Chock, University Hassan II of Casablanca, Casablanca, Morocco
| | - Amine Elleuch
- Higher Institute of Biotechnology, University of Sfax, Sfax, Tunisia
| | - Moez Hanin
- Higher Institute of Biotechnology, University of Sfax, Sfax, Tunisia
| | - Bassem Khemakhem
- Higher Institute of Biotechnology, University of Sfax, Sfax, Tunisia
| | - Hanen El Abed
- Higher Institute of Biotechnology, University of Sfax, Sfax, Tunisia
| | - Joao Nunes
- Center Bio R&D Unit, Association BLC3-Technology and Innovation Campus, Oliveira do Hospital, Portugal
| | - Susana Araújo
- Center Bio R&D Unit, Association BLC3-Technology and Innovation Campus, Oliveira do Hospital, Portugal
| | - Aziz Benhamrouche
- Institute of Architecture and Earth Science, University Ferhat Abbas-Setif 1, Setif, Algeria
| | - Mohand Bersi
- Institute of Architecture and Earth Science, University Ferhat Abbas-Setif 1, Setif, Algeria
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De novo transcriptome sequencing of the northern fowl mite, Ornithonyssus sylviarum, shed light on parasitiform poultry mites evolution and its chemoreceptor repertoires. Parasitol Res 2022; 121:521-535. [PMID: 35032220 DOI: 10.1007/s00436-022-07432-8] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2021] [Accepted: 12/17/2021] [Indexed: 12/18/2022]
Abstract
The northern fowl mite (NFM), Ornithonyssus sylviarum, and the poultry red mite (PRM), Dermanyssus gallinae, are the most serious pests of poultry, both of which have an expanding global prevalence. Research on NFM has been constrained by a lack of genomic and transcriptomic data. Here, we report and analyze the first global transcriptome data across all mite live stages and sexes. A total of 28,999 unigenes were assembled, of which 19,750 (68.10%) were annotated using seven functional databases. The biological function of these unigenes was classified using the GO, KOG, and KEGG databases. To gain insight into the chemosensory receptor-based system of parasitiform mites, we furthermore assessed the gene repertoire of gustatory receptors (GRs) and ionotropic receptors (IRs), both of which encode putative ligand-gated ion channel proteins. While these receptors are well characterized in insect model species, our understanding of chemosensory detection in mites and ticks is in its infancy. To address this paucity of data, we identified 9 IR/iGluRs and 2 GRs genes by analyzing transcriptome data in the NFM, while 9 GRs and 41 IR/iGluRs genes were annotated in the PRM genome. Taken together, the transcriptomic and genomic annotation of these two species provide a valuable reference for studies of parasitiform mites and also help to understand how chemosensory gene family expansion/contraction events may have been reshaped by an obligate parasitic lifestyle compared with their free-living closest relatives. Future studies should include additional species to validate this observation and functional characterization of the identified proteins as a step forward in identifying tools for controlling these poultry pests.
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Kumar A, Anju T, Kumar S, Chhapekar SS, Sreedharan S, Singh S, Choi SR, Ramchiary N, Lim YP. Integrating Omics and Gene Editing Tools for Rapid Improvement of Traditional Food Plants for Diversified and Sustainable Food Security. Int J Mol Sci 2021; 22:8093. [PMID: 34360856 PMCID: PMC8348985 DOI: 10.3390/ijms22158093] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2021] [Revised: 07/21/2021] [Accepted: 07/23/2021] [Indexed: 12/20/2022] Open
Abstract
Indigenous communities across the globe, especially in rural areas, consume locally available plants known as Traditional Food Plants (TFPs) for their nutritional and health-related needs. Recent research shows that many TFPs are highly nutritious as they contain health beneficial metabolites, vitamins, mineral elements and other nutrients. Excessive reliance on the mainstream staple crops has its own disadvantages. Traditional food plants are nowadays considered important crops of the future and can act as supplementary foods for the burgeoning global population. They can also act as emergency foods in situations such as COVID-19 and in times of other pandemics. The current situation necessitates locally available alternative nutritious TFPs for sustainable food production. To increase the cultivation or improve the traits in TFPs, it is essential to understand the molecular basis of the genes that regulate some important traits such as nutritional components and resilience to biotic and abiotic stresses. The integrated use of modern omics and gene editing technologies provide great opportunities to better understand the genetic and molecular basis of superior nutrient content, climate-resilient traits and adaptation to local agroclimatic zones. Recently, realizing the importance and benefits of TFPs, scientists have shown interest in the prospection and sequencing of TFPs for their improvements, cultivation and mainstreaming. Integrated omics such as genomics, transcriptomics, proteomics, metabolomics and ionomics are successfully used in plants and have provided a comprehensive understanding of gene-protein-metabolite networks. Combined use of omics and editing tools has led to successful editing of beneficial traits in several TFPs. This suggests that there is ample scope for improvement of TFPs for sustainable food production. In this article, we highlight the importance, scope and progress towards improvement of TFPs for valuable traits by integrated use of omics and gene editing techniques.
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Affiliation(s)
- Ajay Kumar
- Department of Plant Science, Central University of Kerala, Kasaragod 671316, Kerala, India; (T.A.); (S.S.)
| | - Thattantavide Anju
- Department of Plant Science, Central University of Kerala, Kasaragod 671316, Kerala, India; (T.A.); (S.S.)
| | - Sushil Kumar
- Department of Botany, Govt. Degree College, Kishtwar 182204, Jammu and Kashmir, India;
| | - Sushil Satish Chhapekar
- Molecular Genetics & Genomics Laboratory, Department of Horticulture, Chungnam National University, Daejeon 34134, Korea; (S.S.C.); (S.S.); (S.R.C.)
| | - Sajana Sreedharan
- Department of Plant Science, Central University of Kerala, Kasaragod 671316, Kerala, India; (T.A.); (S.S.)
| | - Sonam Singh
- Molecular Genetics & Genomics Laboratory, Department of Horticulture, Chungnam National University, Daejeon 34134, Korea; (S.S.C.); (S.S.); (S.R.C.)
| | - Su Ryun Choi
- Molecular Genetics & Genomics Laboratory, Department of Horticulture, Chungnam National University, Daejeon 34134, Korea; (S.S.C.); (S.S.); (S.R.C.)
| | - Nirala Ramchiary
- School of Life Sciences, Jawaharlal Nehru University, New Delhi 110067, Delhi, India
| | - Yong Pyo Lim
- Molecular Genetics & Genomics Laboratory, Department of Horticulture, Chungnam National University, Daejeon 34134, Korea; (S.S.C.); (S.S.); (S.R.C.)
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Ma X, Vaistij FE, Li Y, Jansen van Rensburg WS, Harvey S, Bairu MW, Venter SL, Mavengahama S, Ning Z, Graham IA, Van Deynze A, Van de Peer Y, Denby KJ. A chromosome-level Amaranthus cruentus genome assembly highlights gene family evolution and biosynthetic gene clusters that may underpin the nutritional value of this traditional crop. THE PLANT JOURNAL : FOR CELL AND MOLECULAR BIOLOGY 2021; 107:613-628. [PMID: 33960539 DOI: 10.1111/tpj.15298] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/14/2021] [Revised: 04/17/2021] [Accepted: 04/21/2021] [Indexed: 06/12/2023]
Abstract
Traditional crops have historically provided accessible and affordable nutrition to millions of rural dwellers but have been neglected, with most modern agricultural systems over-reliant on a small number of internationally traded crops. Traditional crops are typically well-adapted to local agro-ecological conditions and many are nutrient-dense. They can play a vital role in local food systems through enhanced nutrition (particularly where diets are dominated by starch crops), food security and livelihoods for smallholder farmers, and a climate-resilient and biodiverse agriculture. Using short-read, long-read and phased sequencing technologies, we generated a high-quality chromosome-level genome assembly for Amaranthus cruentus, an under-researched crop with micronutrient- and protein-rich leaves and gluten-free seed, but lacking improved varieties, with respect to productivity and quality traits. The 370.9 Mb genome demonstrates a shared whole genome duplication with a related species, Amaranthus hypochondriacus. Comparative genome analysis indicates chromosomal loss and fusion events following genome duplication that are common to both species, as well as fission of chromosome 2 in A. cruentus alone, giving rise to a haploid chromosome number of 17 (versus 16 in A. hypochondriacus). Genomic features potentially underlying the nutritional value of this crop include two A. cruentus-specific genes with a likely role in phytic acid synthesis (an anti-nutrient), expansion of ion transporter gene families, and identification of biosynthetic gene clusters conserved within the amaranth lineage. The A. cruentus genome assembly will underpin much-needed research and global breeding efforts to develop improved varieties for economically viable cultivation and realization of the benefits to global nutrition security and agrobiodiversity.
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Affiliation(s)
- Xiao Ma
- Department of Plant Biotechnology and Bioinformatics, Ghent University, Ghent, 9054, Belgium
- Center for Plant Systems Biology, VIB, Ghent, 9054, Belgium
| | - Fabián E Vaistij
- Department of Biology, Centre for Novel Agricultural Products (CNAP), University of York, Wentworth Way, York, YO10 5DD, UK
| | - Yi Li
- Department of Biology, Centre for Novel Agricultural Products (CNAP), University of York, Wentworth Way, York, YO10 5DD, UK
| | - Willem S Jansen van Rensburg
- Agricultural Research Council, Vegetable, Industrial and Medicinal Plants Research Campus, Private Bag X293, Pretoria, 0001, South Africa
| | - Sarah Harvey
- Department of Biology, Centre for Novel Agricultural Products (CNAP), University of York, Wentworth Way, York, YO10 5DD, UK
| | - Michael W Bairu
- Agricultural Research Council, Vegetable, Industrial and Medicinal Plants Research Campus, Private Bag X293, Pretoria, 0001, South Africa
| | - Sonja L Venter
- Agricultural Research Council, Vegetable, Industrial and Medicinal Plants Research Campus, Private Bag X293, Pretoria, 0001, South Africa
| | - Sydney Mavengahama
- Crop Science Department, Faculty of Natural and Agricultural Sciences, North West University, P/Bag X2046, Mmabatho, 2735, South Africa
| | - Zemin Ning
- Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton, Cambridge, CB10 1SA, UK
| | - Ian A Graham
- Department of Biology, Centre for Novel Agricultural Products (CNAP), University of York, Wentworth Way, York, YO10 5DD, UK
| | - Allen Van Deynze
- Department of Plant Sciences, Seed Biotechnology Center, University of California, Davis, CA, 95616, USA
| | - Yves Van de Peer
- Department of Plant Biotechnology and Bioinformatics, Ghent University, Ghent, 9054, Belgium
- Center for Plant Systems Biology, VIB, Ghent, 9054, Belgium
- Department of Biochemistry, Genetics and Microbiology, University of Pretoria, Pretoria, 0028, South Africa
- College of Horticulture, Nanjing Agricultural University, Nanjing, 210095, China
| | - Katherine J Denby
- Department of Biology, Centre for Novel Agricultural Products (CNAP), University of York, Wentworth Way, York, YO10 5DD, UK
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Wang X, Chen S, Ma X, Yssel AEJ, Chaluvadi SR, Johnson MS, Gangashetty P, Hamidou F, Sanogo MD, Zwaenepoel A, Wallace J, Van de Peer Y, Bennetzen JL, Van Deynze A. Genome sequence and genetic diversity analysis of an under-domesticated orphan crop, white fonio (Digitaria exilis). Gigascience 2021; 10:6168810. [PMID: 33710327 PMCID: PMC7953496 DOI: 10.1093/gigascience/giab013] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2020] [Revised: 12/14/2020] [Accepted: 02/10/2021] [Indexed: 01/05/2023] Open
Abstract
Background Digitaria exilis, white fonio, is a minor but vital crop of West Africa that is valued for its resilience in hot, dry, and low-fertility environments and for the exceptional quality of its grain for human nutrition. Its success is hindered, however, by a low degree of plant breeding and improvement. Findings We sequenced the fonio genome with long-read SMRT-cell technology, yielding a ∼761 Mb assembly in 3,329 contigs (N50, 1.73 Mb; L50, 126). The assembly approaches a high level of completion, with a BUSCO score of >99%. The fonio genome was found to be a tetraploid, with most of the genome retained as homoeologous duplications that differ overall by ∼4.3%, neglecting indels. The 2 genomes within fonio were found to have begun their independent divergence ∼3.1 million years ago. The repeat content (>49%) is fairly standard for a grass genome of this size, but the ratio of Gypsy to Copia long terminal repeat retrotransposons (∼6.7) was found to be exceptionally high. Several genes related to future improvement of the crop were identified including shattering, plant height, and grain size. Analysis of fonio population genetics, primarily in Mali, indicated that the crop has extensive genetic diversity that is largely partitioned across a north-south gradient coinciding with the Sahel and Sudan grassland domains. Conclusions We provide a high-quality assembly, annotation, and diversity analysis for a vital African crop. The availability of this information should empower future research into further domestication and improvement of fonio.
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Affiliation(s)
- Xuewen Wang
- Department of Genetics, University of Georgia, Athens, GA 30602, USA
| | - Shiyu Chen
- Department of Plant Sciences, Seed Biotechnology Center, University of California, 1 Shields Ave. Davis, CA 95616, USA
| | - Xiao Ma
- Bioinformatics & Systems Biology, VIB / Ghent University, Technologiepark 71, 9052 Zwijnaarde, Belgium
| | - Anna E J Yssel
- Centre for Microbial Ecology and Genomics, Department of Biochemistry, Genetics and Microbiology, University of Pretoria, Pretoria 0028, South Africa.,Centre for Bioinformatics and Computational Biology, Department of Biochemistry, Genetics and Microbiology, University of Pretoria, Pretoria 0028, South Africa
| | | | - Matthew S Johnson
- Institute of Plant Breeding, Genetics, and Genomics, University of Georgia, 111 Riverbend Rd, Athens, GA 30602, USA
| | - Prakash Gangashetty
- International Crops Research Institute for the Semi-Arid Tropics (ICRISAT), BP 12404, Niamey, Niger
| | - Falalou Hamidou
- International Crops Research Institute for the Semi-Arid Tropics (ICRISAT), BP 12404, Niamey, Niger
| | - Moussa D Sanogo
- Institut d'Economie Rurale, Ministere de l'Agriculture, Cinzana, BP 214, Ségou, Mali
| | - Arthur Zwaenepoel
- Bioinformatics & Systems Biology, VIB / Ghent University, Technologiepark 71, 9052 Zwijnaarde, Belgium
| | - Jason Wallace
- Department of Crop and Soil Sciences, University of Georgia, 3111 Carlton St Bldg, Athens, GA 30602, USA
| | - Yves Van de Peer
- Bioinformatics & Systems Biology, VIB / Ghent University, Technologiepark 71, 9052 Zwijnaarde, Belgium.,Centre for Microbial Ecology and Genomics, Department of Biochemistry, Genetics and Microbiology, University of Pretoria, Pretoria 0028, South Africa.,College of Horticulture, Nanjing Agricultural University, Nanjing, China
| | | | - Allen Van Deynze
- Department of Plant Sciences, Seed Biotechnology Center, University of California, 1 Shields Ave. Davis, CA 95616, USA
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Letting FK, Venkataramana PB, Ndakidemi PA. Breeding potential of lablab [ Lablab purpureus (L.) Sweet]: a review on characterization and bruchid studies towards improved production and utilization in Africa. GENETIC RESOURCES AND CROP EVOLUTION 2021; 68:3081-3101. [PMID: 34580565 PMCID: PMC8457029 DOI: 10.1007/s10722-021-01271-9] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/12/2021] [Accepted: 09/14/2021] [Indexed: 05/15/2023]
Abstract
Lablab (Lablab purpureus) [Lablab purpureus (L.) Sweet] is termed a lost, underutilized and neglected crop in Africa. Despite the multipurpose use, production, consumption and research are still limited. Wide genetic diversity of lablab germplasm exists in Africa. Diversity studies provide significant information for subsequent research programs and improvement. The advent of genotyping and sequencing technologies has enabled the identification of unique and agronomically important traits. Application of next-generation sequencing on lablab as a pioneer orphan crop is currently underway. This has enabled description of the whole genome, generation of reference genome and resequencing that provide information on variation within the entire genome. Information from these technological advances helps in identifying potential traits for biotic and abiotic stress for further breeding programs. Storage pests specifically bruchids (Callosobruchus spp.), are considered a major obstacle in lablab production. Screening of available genotypes for bruchid resistance and studies on the physical and biochemical factors that confer resistance in lablab is required. Applying advanced technologies provides precise and reliable identification of the novel markers responsible for bruchid resistance allowing for introgression of important genes to breeding programs. This review provides a detailed analysis on the characterization of lablab and the information on bruchid resistance vital for breeding farmer-preferred varieties that possess agronomically beneficial traits. Concerted efforts and research on this neglected crop will enhance its production, utilization and consumption.
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Affiliation(s)
- Fanuel K. Letting
- Department of Sustainable Agriculture, Biodiversity and Ecosystems Management, School of Life Science and Bio-Engineering, The Nelson Mandela African Institution of Science and Technology, Arusha, Tanzania
- Department of Seed, Crop and Horticultural Sciences, School of Agriculture and Biotechnology, University of Eldoret, Eldoret, Kenya
| | - Pavithravani B. Venkataramana
- Department of Sustainable Agriculture, Biodiversity and Ecosystems Management, School of Life Science and Bio-Engineering, The Nelson Mandela African Institution of Science and Technology, Arusha, Tanzania
| | - Patrick A. Ndakidemi
- Department of Sustainable Agriculture, Biodiversity and Ecosystems Management, School of Life Science and Bio-Engineering, The Nelson Mandela African Institution of Science and Technology, Arusha, Tanzania
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Dhaliwal SK, Talukdar A, Gautam A, Sharma P, Sharma V, Kaushik P. Developments and Prospects in Imperative Underexploited Vegetable Legumes Breeding: A Review. Int J Mol Sci 2020; 21:E9615. [PMID: 33348635 PMCID: PMC7766301 DOI: 10.3390/ijms21249615] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2020] [Revised: 11/15/2020] [Accepted: 11/23/2020] [Indexed: 02/07/2023] Open
Abstract
Vegetable legumes are an essential source of carbohydrates, vitamins, and minerals, along with health-promoting bioactive chemicals. The demand for the use of either fresh or processed vegetable legumes is continually expanding on account of the growing consumer awareness about their well-balanced diet. Therefore, sustaining optimum yields of vegetable legumes is extremely important. Here we seek to present d etails of prospects of underexploited vegetable legumes for food availability, accessibility, and improved livelihood utilization. So far research attention was mainly focused on pulse legumes' performance as compared to vegetable legumes. Wild and cultivated vegetable legumes vary morphologically across diverse habitats. This could make them less known, underutilized, and underexploited, and make them a promising potential nutritional source in developing nations where malnutrition still exists. Research efforts are required to promote underexploited vegetable legumes, for improving their use to feed the ever-increasing population in the future. In view of all the above points, here we have discussed underexploited vegetable legumes with tremendous potential; namely, vegetable pigeon pea (Cajanus cajan), cluster bean (Cyamopsis tetragonoloba), winged bean (Psophocarpus tetragonolobus), dolichos bean (Lablab purpureus), and cowpea (Vigna unguiculata), thereby covering the progress related to various aspects such as pre-breeding, molecular markers, quantitative trait locus (QTLs), genomics, and genetic engineering. Overall, this review has summarized the information related to advancements in the breeding of vegetable legumes which will ultimately help in ensuring food and nutritional security in developing nations.
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Affiliation(s)
- Sandeep Kaur Dhaliwal
- Department of Plant Breeding and Genetics, Punjab Agricultural University, Ludhiana 141004, India; (S.K.D.); (P.S.)
| | - Akshay Talukdar
- Division of Genetics, Indian Agricultural Research Institute, New Delhi 110012, India;
| | - Ashish Gautam
- Department of Genetics and Plant Breeding, G.B. Pant University of Agriculture and Technology, Pantnagar, Uttarakhand 263145, India;
| | - Pankaj Sharma
- Department of Plant Breeding and Genetics, Punjab Agricultural University, Ludhiana 141004, India; (S.K.D.); (P.S.)
| | - Vinay Sharma
- International Crops Research Institute for the Semi-Arid Tropics (ICRISAT), Hyderabad 502324, India;
| | - Prashant Kaushik
- Instituto de Conservación y Mejora de la Agrodiversidad Valenciana, Universitat Politècnica de València, 46022 Valencia, Spain
- Nagano University, Ueda 386-0031, Japan
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