1
|
Gebeyaw M, Fikre A, Abate A, Alemu T. Participatory variety evaluation and selection of chickpea ( Cicer arietinum L.) varieties; an underpinning to novel technology uptake in northwestern Ethiopia. Heliyon 2024; 10:e29801. [PMID: 38681558 PMCID: PMC11046191 DOI: 10.1016/j.heliyon.2024.e29801] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2023] [Revised: 04/15/2024] [Accepted: 04/15/2024] [Indexed: 05/01/2024] Open
Abstract
The productivity and production of chickpeas can be improved by using access-improved varieties that are suitable for the specific agroecology. However, the foundation for adopting new technology is participatory variety selection (PVS). Therefore, this study aimed to identify the best adaptively improved chickpea varieties in northwestern Ethiopia based on the preferences of farmers in Adet and Fogera Districts. The experiment consisted of ten improved chickpea varieties (Desi and Kabuli) that were evaluated in three replications using the mother baby trail approach, including on-station and on-farm evaluations. According to this trail, the highest grain yield among different types of chickpeas was observed in the varieties Teketay (2327.8 kg/ha), Dalota (2175.9 kg/ha), and Geletu (2123.6 kg/ha). Among the Kabuli types, Koka (2813.2 kg/ha) and Dhera (2325.7 kg/ha) showed the highest mean values of grain yield. At Adet location, the varieties Teketay (2772.2 kg/ha), Dalota (2459.7 kg/ha), and Geletu (2270.8 kg/ha) produced the highest grain yield. Similarly, Koka (3195.8 kg/ha), Dhera (2604.2 kg/ha), and Ejere (2601.4 kg/ha) were the top-yielding Kabuli chickpea varieties. Farmers from Adet location in Senkengha Kebele selected three Desi and three Kabuli chickpea varieties, namely Geletu, Teketay, and Dalota, in that order, as well as Koka, Hora, and Ejere. Meanwhile, farmers in Mousobo Kebele identified Koka, Dhera, and Hora from the Kabuli type as the best varieties. The varieties Geletu (1976.4 kg/ha), Dalota (1891.9 kg/ha), and Teketay (1883.3 kg/ha) had the highest mean grain yield at Fogera location. Similarly, in the Kabuli chickpea varieties, the highest mean value of grain yield was obtained from Koka (2430.6 kg/ha) followed by Hora (2097.2 kg/ha), and Dhera (2047.2 kg/ha). Farmers have chosen three of the best Desi and Kabuli chickpea varieties, i.e Geletu, Teketay, and Dalota, and Local check (Shasho) followed by Koka and Ejere at Fogera location, Geina Kebele in that order. In conclusion, the adoption and dissemination of new improved varieties for the new environment can assist the producers such as the farmers for effective chickpea production. This leads to sustainable self-sufficiency of food at the household and country level.
Collapse
Affiliation(s)
- Mekonnen Gebeyaw
- Bahir Dar University, College of Agriculture and Environmental Sciences, Department of Plant Sciences, Bahir Dar, Ethiopia
- Mekdela Amba University, College of Agriculture and Natural Sciences, Department of Plant Science, Tulu Awlia Campus, South Wollo, Ethiopia
| | - Asnake Fikre
- Ethiopian Institute of Agricultural Research, Debre Zeit Agricultural Research Center, Ethiopia
| | - Alemu Abate
- Bahir Dar University, College of Agriculture and Environmental Sciences, Department of Plant Sciences, Bahir Dar, Ethiopia
| | - Tesfahun Alemu
- Ethiopian Institute of Agricultural Research, Holeta Agricultural Research Center, Ethiopia
| |
Collapse
|
2
|
Fayyaz A, Robinson G, Chang PL, Bekele D, Yimer S, Carrasquilla-Garcia N, Negash K, Surendrarao A, von Wettberg EJB, Kemal SA, Tesfaye K, Fikre A, Farmer AD, Cook DR. Hiding in plain sight: Genome-wide recombination and a dynamic accessory genome drive diversity in Fusarium oxysporum f.sp. ciceris. Proc Natl Acad Sci U S A 2023; 120:e2220570120. [PMID: 37364097 DOI: 10.1073/pnas.2220570120] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2022] [Accepted: 05/25/2023] [Indexed: 06/28/2023] Open
Abstract
Understanding the origins of variation in agricultural pathogens is of fundamental interest and practical importance, especially for diseases that threaten food security. Fusarium oxysporum is among the most important of soil-borne pathogens, with a global distribution and an extensive host range. The pathogen is considered to be asexual, with horizontal transfer of chromosomes providing an analog of assortment by meiotic recombination. Here, we challenge those assumptions based on the results of population genomic analyses, describing the pathogen's diversity and inferring its origins and functional consequences in the context of a single, long-standing agricultural system. We identify simultaneously low nucleotide distance among strains, and unexpectedly high levels of genetic and genomic variability. We determine that these features arise from a combination of genome-scale recombination, best explained by widespread sexual reproduction, and presence-absence variation consistent with chromosomal rearrangement. Pangenome analyses document an accessory genome more than twice the size of the core genome, with contrasting evolutionary dynamics. The core genome is stable, with low diversity and high genetic differentiation across geographic space, while the accessory genome is paradoxically more diverse and unstable but with lower genetic differentiation and hallmarks of contemporary gene flow at local scales. We suggest a model in which episodic sexual reproduction generates haplotypes that are selected and then maintained through clone-like dynamics, followed by contemporary genomic rearrangements that reassort the accessory genome among sympatric strains. Taken together, these processes contribute unique genome content, including reassortment of virulence determinants that may explain observed variation in pathogenic potential.
Collapse
Affiliation(s)
- Amna Fayyaz
- Department of Plant Pathology, University of California, Davis, CA 95616
| | - Guy Robinson
- Department of Plant Pathology, University of California, Davis, CA 95616
| | - Peter L Chang
- Department of Plant Pathology, University of California, Davis, CA 95616
| | - Dagnachew Bekele
- Debre Zeit Agricultural Research Center, Ethiopian Institute for Agricultural Research, 32, Debre Zeit, Ethiopia
- Institute of Biotechnology, Addis Ababa University, Addis Ababa 32853, Ethiopia
| | - Sultan Yimer
- Department of Plant Pathology, Woldia University, 400, Woldia, Ethiopia
| | | | - Kassaye Negash
- Institute of Biotechnology, Addis Ababa University, Addis Ababa 32853, Ethiopia
- Ethiopian Institute of Agricultural Research, Melkassa Agricultural Research Center, 436, Nazareth, Ethiopia
| | | | | | - Seid-Ahmed Kemal
- Biodiversity and Integrated Gene Management Program, International Center for Agricultural Research in the Dry Areas, Rabat, 10100 Morocco
| | - Kassahun Tesfaye
- Institute of Biotechnology, Addis Ababa University, Addis Ababa 32853, Ethiopia
- Bio and Emerging Technology Institute, Addis Ababa, Ethiopia
| | - Asnake Fikre
- Debre Zeit Agricultural Research Center, Ethiopian Institute for Agricultural Research, 32, Debre Zeit, Ethiopia
| | | | - Douglas R Cook
- Department of Plant Pathology, University of California, Davis, CA 95616
- Plant Biology Graduate Group, University of California, Davis, CA 95616
| |
Collapse
|
3
|
Bontpart T, Concha C, Giuffrida MV, Robertson I, Admkie K, Degefu T, Girma N, Tesfaye K, Haileselassie T, Fikre A, Fetene M, Tsaftaris SA, Doerner P. Affordable and robust phenotyping framework to analyse root system architecture of soil-grown plants. Plant J 2020; 103:2330-2343. [PMID: 32530068 DOI: 10.1111/tpj.14877] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/17/2018] [Accepted: 05/15/2020] [Indexed: 06/11/2023]
Abstract
The phenotypic analysis of root system growth is important to inform efforts to enhance plant resource acquisition from soils; however, root phenotyping remains challenging because of the opacity of soil, requiring systems that facilitate root system visibility and image acquisition. Previously reported systems require costly or bespoke materials not available in most countries, where breeders need tools to select varieties best adapted to local soils and field conditions. Here, we report an affordable soil-based growth (rhizobox) and imaging system to phenotype root development in glasshouses or shelters. All components of the system are made from locally available commodity components, facilitating the adoption of this affordable technology in low-income countries. The rhizobox is large enough (approximately 6000 cm2 of visible soil) to avoid restricting vertical root system growth for most if not all of the life cycle, yet light enough (approximately 21 kg when filled with soil) for routine handling. Support structures and an imaging station, with five cameras covering the whole soil surface, complement the rhizoboxes. Images are acquired via the Phenotiki sensor interface, collected, stitched and analysed. Root system architecture (RSA) parameters are quantified without intervention. The RSAs of a dicot species (Cicer arietinum, chickpea) and a monocot species (Hordeum vulgare, barley), exhibiting contrasting root systems, were analysed. Insights into root system dynamics during vegetative and reproductive stages of the chickpea life cycle were obtained. This affordable system is relevant for efforts in Ethiopia and other low- and middle-income countries to enhance crop yields and climate resilience sustainably.
Collapse
Affiliation(s)
- Thibaut Bontpart
- Institute of Molecular Plant Science, School of Biological Sciences, University of Edinburgh, Max Born Crescent, Edinburgh, Midlothian, EH9 3BF, UK
| | - Cristobal Concha
- Institute of Molecular Plant Science, School of Biological Sciences, University of Edinburgh, Max Born Crescent, Edinburgh, Midlothian, EH9 3BF, UK
| | - Mario Valerio Giuffrida
- Institute for Digital Communications, School of Engineering, University of Edinburgh, Edinburgh, Midlothian, EH9 3FG, UK
- School of Computing, Edinburgh Napier University, Merchiston Campus, Edinburgh, EH10 5DT, UK
| | - Ingrid Robertson
- Institute of Molecular Plant Science, School of Biological Sciences, University of Edinburgh, Max Born Crescent, Edinburgh, Midlothian, EH9 3BF, UK
| | - Kassahun Admkie
- Ethiopian Institute of Agricultural Research, Debre Zeit, Oromia, PO Box 32, Ethiopia
| | - Tulu Degefu
- ICRISAT-Ethiopia, International Crops Research Institute for the Semi-Arid Tropics, c/o ILRI Campus, Addis Ababa, Addis Ababa, PO Box 5689, Ethiopia
| | - Nigusie Girma
- Ethiopian Institute of Agricultural Research, Debre Zeit, Oromia, PO Box 32, Ethiopia
| | - Kassahun Tesfaye
- College of Natural Sciences, Addis Ababa University, Addis Ababa, Addis Ababa, PO Box 1176, Ethiopia
- Ethiopian Biotechnology Institute, Addis Ababa, Addis Ababa, PO Box 5954, Ethiopia
| | | | - Asnake Fikre
- Ethiopian Institute of Agricultural Research, Debre Zeit, Oromia, PO Box 32, Ethiopia
- ICRISAT-Ethiopia, International Crops Research Institute for the Semi-Arid Tropics, c/o ILRI Campus, Addis Ababa, Addis Ababa, PO Box 5689, Ethiopia
| | - Masresha Fetene
- College of Natural Sciences, Addis Ababa University, Addis Ababa, Addis Ababa, PO Box 1176, Ethiopia
- Ethiopian Academy of Sciences, Addis Ababa, Addis Ababa, PO Box 32228, Ethiopia
| | - Sotirios A Tsaftaris
- Institute for Digital Communications, School of Engineering, University of Edinburgh, Edinburgh, Midlothian, EH9 3FG, UK
| | - Peter Doerner
- Institute of Molecular Plant Science, School of Biological Sciences, University of Edinburgh, Max Born Crescent, Edinburgh, Midlothian, EH9 3BF, UK
| |
Collapse
|
4
|
Roorkiwal M, Bharadwaj C, Barmukh R, Dixit GP, Thudi M, Gaur PM, Chaturvedi SK, Fikre A, Hamwieh A, Kumar S, Sachdeva S, Ojiewo CO, Tar'an B, Wordofa NG, Singh NP, Siddique KHM, Varshney RK. Integrating genomics for chickpea improvement: achievements and opportunities. Theor Appl Genet 2020; 133:1703-1720. [PMID: 32253478 PMCID: PMC7214385 DOI: 10.1007/s00122-020-03584-2] [Citation(s) in RCA: 48] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/27/2019] [Accepted: 03/18/2020] [Indexed: 05/19/2023]
Abstract
Integration of genomic technologies with breeding efforts have been used in recent years for chickpea improvement. Modern breeding along with low cost genotyping platforms have potential to further accelerate chickpea improvement efforts. The implementation of novel breeding technologies is expected to contribute substantial improvements in crop productivity. While conventional breeding methods have led to development of more than 200 improved chickpea varieties in the past, still there is ample scope to increase productivity. It is predicted that integration of modern genomic resources with conventional breeding efforts will help in the delivery of climate-resilient chickpea varieties in comparatively less time. Recent advances in genomics tools and technologies have facilitated the generation of large-scale sequencing and genotyping data sets in chickpea. Combined analysis of high-resolution phenotypic and genetic data is paving the way for identifying genes and biological pathways associated with breeding-related traits. Genomics technologies have been used to develop diagnostic markers for use in marker-assisted backcrossing programmes, which have yielded several molecular breeding products in chickpea. We anticipate that a sequence-based holistic breeding approach, including the integration of functional omics, parental selection, forward breeding and genome-wide selection, will bring a paradigm shift in development of superior chickpea varieties. There is a need to integrate the knowledge generated by modern genomics technologies with molecular breeding efforts to bridge the genome-to-phenome gap. Here, we review recent advances that have led to new possibilities for developing and screening breeding populations, and provide strategies for enhancing the selection efficiency and accelerating the rate of genetic gain in chickpea.
Collapse
Affiliation(s)
- Manish Roorkiwal
- Center of Excellence in Genomics and Systems Biology, International Crops Research Institute for the Semi-Arid Tropics (ICRISAT), Hyderabad, India.
- The UWA Institute of Agriculture, The University of Western Australia, Perth, Australia.
| | | | - Rutwik Barmukh
- Center of Excellence in Genomics and Systems Biology, International Crops Research Institute for the Semi-Arid Tropics (ICRISAT), Hyderabad, India
- Department of Genetics, Osmania University, Hyderabad, India
| | - Girish P Dixit
- ICAR-Indian Institute of Pulses Research (IIPR), Kanpur, India
| | - Mahendar Thudi
- Center of Excellence in Genomics and Systems Biology, International Crops Research Institute for the Semi-Arid Tropics (ICRISAT), Hyderabad, India
| | - Pooran M Gaur
- Center of Excellence in Genomics and Systems Biology, International Crops Research Institute for the Semi-Arid Tropics (ICRISAT), Hyderabad, India
| | | | - Asnake Fikre
- International Crops Research Institute for the Semi-Arid Tropics (ICRISAT), Addis Ababa, Ethiopia
| | - Aladdin Hamwieh
- International Center for Agriculture Research in the Dry Areas (ICARDA), Cairo, Egypt
| | - Shiv Kumar
- International Center for Agriculture Research in the Dry Areas (ICARDA), Rabat, Morocco
| | - Supriya Sachdeva
- ICAR-Indian Agricultural Research Institute (IARI), Delhi, India
| | - Chris O Ojiewo
- International Crops Research Institute for the Semi-Arid Tropics (ICRISAT), Nairobi, Kenya
| | - Bunyamin Tar'an
- Department of Plant Sciences, University of Saskatchewan, Saskatoon, Canada
| | | | | | - Kadambot H M Siddique
- The UWA Institute of Agriculture, The University of Western Australia, Perth, Australia
| | - Rajeev K Varshney
- Center of Excellence in Genomics and Systems Biology, International Crops Research Institute for the Semi-Arid Tropics (ICRISAT), Hyderabad, India.
- The UWA Institute of Agriculture, The University of Western Australia, Perth, Australia.
| |
Collapse
|
5
|
Ojiewo C, Monyo E, Desmae H, Boukar O, Mukankusi‐Mugisha C, Thudi M, Pandey MK, Saxena RK, Gaur PM, Chaturvedi SK, Fikre A, Ganga Rao NPVR, SameerKumar CV, Okori P, Janila P, Rubyogo JC, Godfree C, Akpo E, Omoigui L, Nkalubo S, Fenta B, Binagwa P, Kilango M, Williams M, Mponda O, Okello D, Chichaybelu M, Miningou A, Bationo J, Sako D, Diallo S, Echekwu C, Umar ML, Oteng‐Frimpong R, Mohammed H, Varshney RK. Genomics, genetics and breeding of tropical legumes for better livelihoods of smallholder farmers. Plant Breed 2019; 138:487-499. [PMID: 31787790 PMCID: PMC6876654 DOI: 10.1111/pbr.12554] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/07/2017] [Accepted: 11/04/2017] [Indexed: 05/04/2023]
Abstract
Legumes are important components of sustainable agricultural production, food, nutrition and income systems of developing countries. In spite of their importance, legume crop production is challenged by a number of biotic (diseases and pests) and abiotic stresses (heat, frost, drought and salinity), edaphic factors (associated with soil nutrient deficits) and policy issues (where less emphasis is put on legumes compared to priority starchy staples). Significant research and development work have been done in the past decade on important grain legumes through collaborative bilateral and multilateral projects as well as the CGIAR Research Program on Grain Legumes (CRP-GL). Through these initiatives, genomic resources and genomic tools such as draft genome sequence, resequencing data, large-scale genomewide markers, dense genetic maps, quantitative trait loci (QTLs) and diagnostic markers have been developed for further use in multiple genetic and breeding applications. Also, these mega-initiatives facilitated release of a number of new varieties and also dissemination of on-the-shelf varieties to the farmers. More efforts are needed to enhance genetic gains by reducing the time required in cultivar development through integration of genomics-assisted breeding approaches and rapid generation advancement.
Collapse
Affiliation(s)
- Chris Ojiewo
- International Crops Research Institute for the Semi‐Arid Tropics (ICRISAT)NairobiKenya
| | - Emmanuel Monyo
- International Crops Research Institute for the Semi‐Arid Tropics (ICRISAT)NairobiKenya
| | | | - Ousmane Boukar
- International Institute of Tropical Agriculture (IITA)KanoNigeria
| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | - Stanley Nkalubo
- National Agricultural Research Organization (NARO)NamulongeUganda
| | - Berhanu Fenta
- Ethiopian Institute of Agricultural Research (EIAR)MelkassaEthiopia
| | - Papias Binagwa
- Selian Agricultural Research Institute (SARI)ArushaTanzania
| | | | | | | | - David Okello
- National Semi Arid Resources Research Institute (NaSARRI)SorotiUganda
| | | | - Amos Miningou
- Environmental Institute for Agricultural Research (INERA)OuagadougouBurkina Faso
| | - Joseph Bationo
- Environmental Institute for Agricultural Research (INERA)OuagadougouBurkina Faso
| | | | | | | | | | | | | | | |
Collapse
|
6
|
Varshney RK, Thudi M, Roorkiwal M, He W, Upadhyaya HD, Yang W, Bajaj P, Cubry P, Rathore A, Jian J, Doddamani D, Khan AW, Garg V, Chitikineni A, Xu D, Gaur PM, Singh NP, Chaturvedi SK, Nadigatla GVPR, Krishnamurthy L, Dixit GP, Fikre A, Kimurto PK, Sreeman SM, Bharadwaj C, Tripathi S, Wang J, Lee SH, Edwards D, Polavarapu KKB, Penmetsa RV, Crossa J, Nguyen HT, Siddique KHM, Colmer TD, Sutton T, von Wettberg E, Vigouroux Y, Xu X, Liu X. Resequencing of 429 chickpea accessions from 45 countries provides insights into genome diversity, domestication and agronomic traits. Nat Genet 2019; 51:857-864. [DOI: 10.1038/s41588-019-0401-3] [Citation(s) in RCA: 147] [Impact Index Per Article: 29.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2018] [Accepted: 03/21/2019] [Indexed: 11/09/2022]
|
7
|
Bekele D, Tesfaye K, Fikre A. Applications of Virus Induced Gene Silencing (VIGS) in Plant Functional Genomics Studies. J Plant Biochem Physiol 2019; 07. [PMID: 0 DOI: 10.4172/2329-9029.1000229] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/24/2023]
|
8
|
Sarker A, Fikre A, El-Moneim AMA, Nakkoul H, Singh M. Reducing anti-nutritional factor and enhancing yield with advancing time of planting and zinc application in grasspea in Ethiopia. J Sci Food Agric 2018; 98:27-32. [PMID: 28503807 DOI: 10.1002/jsfa.8433] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/19/2017] [Revised: 04/25/2017] [Accepted: 05/12/2017] [Indexed: 06/07/2023]
Abstract
BACKGROUND Grasspea (Lathyrus sativus L.) is an important pulse crop for food, feed and sustainable crop production systems in Ethiopia. Despite its advantages in nutrition and adaptability to harsh climate and low fertile soil, it contains a neurotoxin, β-N-oxalyl-α,β-diamiono propionic acid (β-ODAP), which paralyses the lower limbs and is affected by genotypic and agronomic factors. To determine the effect of zinc application and planting date on yield and β-ODAP content of two genotypes, experiments were conducted in two regions of Ethiopia. RESULTS The main effects of variety, sowing date and zinc and their interactions were significant (P < 0.001) for β-ODAP and seed yield, which had a linear relationship with zinc. For the improved grasspea variety, an application of 20 kg ha-1 zinc showed a reduction of β-ODAP from 0.15% to 0.088% at Debre Zeit and 0.14% to 0.08% at Sheno and increased its yield from 841 kg ha-1 to 2260 kg ha-1 at Debre Zeit and from 715 to 1835 kg ha-1 at Sheno. Early sowing showed a reduction in ODAP content in relation to the late sowing. CONCLUSION An application of Zn beyond even 20 kg ha-1 with an early sowing is recommended for the improved variety. © 2017 Society of Chemical Industry.
Collapse
Affiliation(s)
- Ashutosh Sarker
- International Center for Agricultural Research in the Dry Areas (ICARDA), Aleppo, Syria
| | - Asnake Fikre
- Debre Zeit Agricultural Research Center, Debre Zeit, Ethiopia
| | - Ali M Abd El-Moneim
- International Center for Agricultural Research in the Dry Areas (ICARDA), Aleppo, Syria
| | - Hani Nakkoul
- International Center for Agricultural Research in the Dry Areas (ICARDA), Aleppo, Syria
| | - Murari Singh
- International Center for Agricultural Research in the Dry Areas (ICARDA), Aleppo, Syria
| |
Collapse
|
9
|
Thudi M, Upadhyaya HD, Rathore A, Gaur PM, Krishnamurthy L, Roorkiwal M, Nayak SN, Chaturvedi SK, Basu PS, Gangarao NVPR, Fikre A, Kimurto P, Sharma PC, Sheshashayee MS, Tobita S, Kashiwagi J, Ito O, Killian A, Varshne RK. Correction: Genetic Dissection of Drought and Heat Tolerance in Chickpea through Genome-Wide and Candidate Gene-Based Association Mapping Approaches. PLoS One 2017; 12:e0175609. [PMID: 28384343 PMCID: PMC5383315 DOI: 10.1371/journal.pone.0175609] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/03/2022] Open
|
10
|
Thudi M, Gaur PM, Krishnamurthy L, Mir RR, Kudapa H, Fikre A, Kimurto P, Tripathi S, Soren KR, Mulwa R, Bharadwaj C, Datta S, Chaturvedi SK, Varshney RK. Genomics-assisted breeding for drought tolerance in chickpea. Funct Plant Biol 2014; 41:1178-1190. [PMID: 32481067 DOI: 10.1071/fp13318] [Citation(s) in RCA: 33] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/30/2013] [Accepted: 05/23/2014] [Indexed: 06/11/2023]
Abstract
Terminal drought is one of the major constraints in chickpea (Cicer arietinum L.), causing more than 50% production losses. With the objective of accelerating genetic understanding and crop improvement through genomics-assisted breeding, a draft genome sequence has been assembled for the CDC Frontier variety. In this context, 544.73Mb of sequence data were assembled, capturing of 73.8% of the genome in scaffolds. In addition, large-scale genomic resources including several thousand simple sequence repeats and several million single nucleotide polymorphisms, high-density diversity array technology (15360 clones) and Illumina GoldenGate assay genotyping platforms, high-density genetic maps and transcriptome assemblies have been developed. In parallel, by using linkage mapping approach, one genomic region harbouring quantitative trait loci for several drought tolerance traits has been identified and successfully introgressed in three leading chickpea varieties (e.g. JG 11, Chefe, KAK 2) by using a marker-assisted backcrossing approach. A multilocation evaluation of these marker-assisted backcrossing lines provided several lines with 10-24% higher yield than the respective recurrent parents.Modern breeding approaches like marker-assisted recurrent selection and genomic selection are being deployed for enhancing drought tolerance in chickpea. Some novel mapping populations such as multiparent advanced generation intercross and nested association mapping populations are also being developed for trait mapping at higher resolution, as well as for enhancing the genetic base of chickpea. Such advances in genomics and genomics-assisted breeding will accelerate precision and efficiency in breeding for stress tolerance in chickpea.
Collapse
Affiliation(s)
- Mahendar Thudi
- International Crops Research Institute for the Semi-Arid Tropics (ICRISAT), Patancheru, Hyderabad 502 324, India
| | - Pooran M Gaur
- International Crops Research Institute for the Semi-Arid Tropics (ICRISAT), Patancheru, Hyderabad 502 324, India
| | - Lakshmanan Krishnamurthy
- International Crops Research Institute for the Semi-Arid Tropics (ICRISAT), Patancheru, Hyderabad 502 324, India
| | - Reyazul R Mir
- International Crops Research Institute for the Semi-Arid Tropics (ICRISAT), Patancheru, Hyderabad 502 324, India
| | - Himabindu Kudapa
- International Crops Research Institute for the Semi-Arid Tropics (ICRISAT), Patancheru, Hyderabad 502 324, India
| | - Asnake Fikre
- Ethiopian Institute of Agricultural Research (EIAR), Debre Zeit, PO Box 2003, Ethiopia
| | | | - Shailesh Tripathi
- Indian Agricultural Research Institute (IARI), New Delhi 110 012, India
| | - Khela R Soren
- Indian Institute of Pulses Research (IIPR), Kanpur 208 024, India
| | | | | | - Subhojit Datta
- Indian Institute of Pulses Research (IIPR), Kanpur 208 024, India
| | | | - Rajeev K Varshney
- International Crops Research Institute for the Semi-Arid Tropics (ICRISAT), Patancheru, Hyderabad 502 324, India
| |
Collapse
|
11
|
Thudi M, Upadhyaya HD, Rathore A, Gaur PM, Krishnamurthy L, Roorkiwal M, Nayak SN, Chaturvedi SK, Basu PS, Gangarao NVPR, Fikre A, Kimurto P, Sharma PC, Sheshashayee MS, Tobita S, Kashiwagi J, Ito O, Killian A, Varshney RK. Genetic dissection of drought and heat tolerance in chickpea through genome-wide and candidate gene-based association mapping approaches. PLoS One 2014; 9:e96758. [PMID: 24801366 PMCID: PMC4011848 DOI: 10.1371/journal.pone.0096758] [Citation(s) in RCA: 110] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2014] [Accepted: 04/10/2014] [Indexed: 11/18/2022] Open
Abstract
To understand the genetic basis of tolerance to drought and heat stresses in chickpea, a comprehensive association mapping approach has been undertaken. Phenotypic data were generated on the reference set (300 accessions, including 211 mini-core collection accessions) for drought tolerance related root traits, heat tolerance, yield and yield component traits from 1-7 seasons and 1-3 locations in India (Patancheru, Kanpur, Bangalore) and three locations in Africa (Nairobi, Egerton in Kenya and Debre Zeit in Ethiopia). Diversity Array Technology (DArT) markers equally distributed across chickpea genome were used to determine population structure and three sub-populations were identified using admixture model in STRUCTURE. The pairwise linkage disequilibrium (LD) estimated using the squared-allele frequency correlations (r2; when r2<0.20) was found to decay rapidly with the genetic distance of 5 cM. For establishing marker-trait associations (MTAs), both genome-wide and candidate gene-sequencing based association mapping approaches were conducted using 1,872 markers (1,072 DArTs, 651 single nucleotide polymorphisms [SNPs], 113 gene-based SNPs and 36 simple sequence repeats [SSRs]) and phenotyping data mentioned above employing mixed linear model (MLM) analysis with optimum compression with P3D method and kinship matrix. As a result, 312 significant MTAs were identified and a maximum number of MTAs (70) was identified for 100-seed weight. A total of 18 SNPs from 5 genes (ERECTA, 11 SNPs; ASR, 4 SNPs; DREB, 1 SNP; CAP2 promoter, 1 SNP and AMDH, 1SNP) were significantly associated with different traits. This study provides significant MTAs for drought and heat tolerance in chickpea that can be used, after validation, in molecular breeding for developing superior varieties with enhanced drought and heat tolerance.
Collapse
Affiliation(s)
- Mahendar Thudi
- International Crops Research Institute for the Semi-Arid Tropics (ICRISAT), Hyderabad, Andhra Pradesh, India
| | - Hari D. Upadhyaya
- International Crops Research Institute for the Semi-Arid Tropics (ICRISAT), Hyderabad, Andhra Pradesh, India
| | - Abhishek Rathore
- International Crops Research Institute for the Semi-Arid Tropics (ICRISAT), Hyderabad, Andhra Pradesh, India
| | - Pooran Mal Gaur
- International Crops Research Institute for the Semi-Arid Tropics (ICRISAT), Hyderabad, Andhra Pradesh, India
| | - Lakshmanan Krishnamurthy
- International Crops Research Institute for the Semi-Arid Tropics (ICRISAT), Hyderabad, Andhra Pradesh, India
| | - Manish Roorkiwal
- International Crops Research Institute for the Semi-Arid Tropics (ICRISAT), Hyderabad, Andhra Pradesh, India
- Guru Gobind Singh Indraprastha University, Delhi, India
| | - Spurthi N. Nayak
- International Crops Research Institute for the Semi-Arid Tropics (ICRISAT), Hyderabad, Andhra Pradesh, India
| | | | | | - N. V. P. R. Gangarao
- International Crops Research Institute for the Semi-Arid Tropics (ICRISAT), Nairobi, Kenya
| | - Asnake Fikre
- Ethiopian Institute of Agricultural Research (EIAR), Debre Zeit, Ethiopia
| | | | | | - M. S. Sheshashayee
- University of Agricultural Sciences- Bangalore, Bangalore, Karnataka, India
| | - Satoshi Tobita
- Japan International Research Center for Agricultural Sciences (JIRCAS), Tsukuba, Japan
| | | | - Osamu Ito
- United Nations University, Yokohama, Japan
| | | | - Rajeev Kumar Varshney
- International Crops Research Institute for the Semi-Arid Tropics (ICRISAT), Hyderabad, Andhra Pradesh, India
| |
Collapse
|
12
|
Varshney RK, Mohan SM, Gaur PM, Gangarao NVPR, Pandey MK, Bohra A, Sawargaonkar SL, Chitikineni A, Kimurto PK, Janila P, Saxena KB, Fikre A, Sharma M, Rathore A, Pratap A, Tripathi S, Datta S, Chaturvedi SK, Mallikarjuna N, Anuradha G, Babbar A, Choudhary AK, Mhase MB, Bharadwaj C, Mannur DM, Harer PN, Guo B, Liang X, Nadarajan N, Gowda CLL. Achievements and prospects of genomics-assisted breeding in three legume crops of the semi-arid tropics. Biotechnol Adv 2013; 31:1120-34. [PMID: 23313999 DOI: 10.1016/j.biotechadv.2013.01.001] [Citation(s) in RCA: 157] [Impact Index Per Article: 14.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/23/2012] [Revised: 12/16/2012] [Accepted: 01/03/2013] [Indexed: 10/27/2022]
Abstract
Advances in next-generation sequencing and genotyping technologies have enabled generation of large-scale genomic resources such as molecular markers, transcript reads and BAC-end sequences (BESs) in chickpea, pigeonpea and groundnut, three major legume crops of the semi-arid tropics. Comprehensive transcriptome assemblies and genome sequences have either been developed or underway in these crops. Based on these resources, dense genetic maps, QTL maps as well as physical maps for these legume species have also been developed. As a result, these crops have graduated from 'orphan' or 'less-studied' crops to 'genomic resources rich' crops. This article summarizes the above-mentioned advances in genomics and genomics-assisted breeding applications in the form of marker-assisted selection (MAS) for hybrid purity assessment in pigeonpea; marker-assisted backcrossing (MABC) for introgressing QTL region for drought-tolerance related traits, Fusarium wilt (FW) resistance and Ascochyta blight (AB) resistance in chickpea; late leaf spot (LLS), leaf rust and nematode resistance in groundnut. We critically present the case of use of other modern breeding approaches like marker-assisted recurrent selection (MARS) and genomic selection (GS) to utilize the full potential of genomics-assisted breeding for developing superior cultivars with enhanced tolerance to various environmental stresses. In addition, this article recommends the use of advanced-backcross (AB-backcross) breeding and development of specialized populations such as multi-parents advanced generation intercross (MAGIC) for creating new variations that will help in developing superior lines with broadened genetic base. In summary, we propose the use of integrated genomics and breeding approach in these legume crops to enhance crop productivity in marginal environments ensuring food security in developing countries.
Collapse
Affiliation(s)
- Rajeev K Varshney
- International Crops Research Institute for the Semi-Arid Tropics (ICRISAT), Hyderabad 502324, India; CGIAR Generation Challenge Programme (GCP), c/o CIMMYT, DF 06600, Mexico; The University of Western Australia, Crawley 6009, Australia; Crops Research Institute, Guangdong Academy of Agricultural Sciences (GAAS), Guangzhou 510640, China.
| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
Collapse
|
13
|
Fikre A, Negwo T, Kuo YH, Lambein F, Ahmed S. Climatic, edaphic and altitudinal factors affecting yield and toxicity of Lathyrus sativus grown at five locations in Ethiopia. Food Chem Toxicol 2011; 49:623-30. [DOI: 10.1016/j.fct.2010.06.055] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2010] [Revised: 06/10/2010] [Accepted: 06/28/2010] [Indexed: 11/26/2022]
|
14
|
Fikre A, Van Moorhem M, Ahmed S, Lambein F, Gheysen G. Studies on neurolathyrism in Ethiopia: dietary habits, perception of risks and prevention. Food Chem Toxicol 2010; 49:678-84. [PMID: 20950665 DOI: 10.1016/j.fct.2010.09.035] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2009] [Revised: 09/14/2010] [Accepted: 09/22/2010] [Indexed: 10/19/2022]
Abstract
This study describes the correlation of traditional perceptions and dietary habits with the incidence of neurolathyrism to propose preventive measures. Therefore, 118 households of South Wollo and North Gondar (Amhara Regional State, Ethiopia), of which one third had at least one neurolathyrism affected member, were interviewed. Most of the affected families in this study had one neurolathyrism victim, being predominantly male and of younger age. The incidence among youngsters (boys and girls) was significantly correlated with the consumption of green unripe seeds (eshet), confirming this as a risk factor for developing neurolathyrism. The consumption of other popular grass pea preparations was not age related. Neurolathyrism patients did not attempt any medication as most people knew that neurolathyrism is incurable, but the consumption of grass pea was abandoned after developing the disease. The minority 'Woito' tribe was virtually unaffected. They were the only people reporting to consume fish which is rich in amino acids such as methionine and using metallic kitchen utensils in addition to clay pots. This observation points to the correlation between low neurolathyrism incidence and a better balanced diet as well as metallic kitchen utensils, suggesting a new approach for neurolathyrism prevention.
Collapse
Affiliation(s)
- A Fikre
- Ethiopian Institute for Agricultural Research, Debre Zeit Center, PO Box 32, Debre Zeit, Ethiopia
| | | | | | | | | |
Collapse
|
15
|
Fikre A, Korbu L, Kuo YH, Lambein F. The contents of the neuro-excitatory amino acid β-ODAP (β-N-oxalyl-l-α,β-diaminopropionic acid), and other free and protein amino acids in the seeds of different genotypes of grass pea (Lathyrus sativus L.). Food Chem 2008; 110:422-7. [PMID: 26049235 DOI: 10.1016/j.foodchem.2008.02.019] [Citation(s) in RCA: 14] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2007] [Revised: 12/06/2007] [Accepted: 02/11/2008] [Indexed: 10/22/2022]
Abstract
The free and protein amino acids of nine different genotypes of grass pea (Lathyrus sativus L.) seeds were analysed by HPLC with pre-column PITC (phenyl isothiocyanate) derivatisation. Among the free amino acids, homoarginine was quantitatively the most important (up to 0.8% seed weight) and stable while the neuro-excitatory amino acid β-ODAP (β-N-oxalyl-l-α,β-diaminopropionic acid) showed highest variation (0.02-0.54%) in the nine genotypes examined. Among protein amino acids, glutamic acid was quantitatively most significant, followed by aspartic acid, arginine, leucine, lysine and proline. The sulphur amino acid, methionine, showed the lowest concentration in all the L. sativus genotypes, and also in lentil (Lens culinaris) and in soybean (Glycine max) seeds analysed at the same time.
Collapse
Affiliation(s)
- Asnake Fikre
- Institute of Plant Biotechnology for Developing Countries (IPBO), Ghent University, K.L. Ledeganckstraat 35, B-9000 Gent, Belgium; Ethiopian Institute of Agricultural Research (EIAR), Debre Zeit Center, P.O. Box 32, Debre Zeit, Ethiopia
| | - Lijalem Korbu
- Institute of Plant Biotechnology for Developing Countries (IPBO), Ghent University, K.L. Ledeganckstraat 35, B-9000 Gent, Belgium; Ethiopian Institute of Agricultural Research (EIAR), Debre Zeit Center, P.O. Box 32, Debre Zeit, Ethiopia
| | - Yu-Haey Kuo
- Institute of Plant Biotechnology for Developing Countries (IPBO), Ghent University, K.L. Ledeganckstraat 35, B-9000 Gent, Belgium
| | - Fernand Lambein
- Institute of Plant Biotechnology for Developing Countries (IPBO), Ghent University, K.L. Ledeganckstraat 35, B-9000 Gent, Belgium.
| |
Collapse
|
16
|
Fikre A, Lambein F, Gheysen G. A life-saving food plant producing more neurotoxin under environmental stress. Commun Agric Appl Biol Sci 2006; 71:79-82. [PMID: 17191478] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [MESH Headings] [Subscribe] [Scholar Register] [Indexed: 05/13/2023]
Affiliation(s)
- Asnake Fikre
- Institute Plant Biotechnology for Developing Countries, Ghent University, Belgium
| | | | | |
Collapse
|