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Ngidi A, Shimelis H, Abady S, Figlan S, Chaplot V. Response of Sorghum bicolor genotypes for yield and yield components and organic carbon storage in the shoot and root systems. Sci Rep 2024; 14:9499. [PMID: 38664438 PMCID: PMC11045799 DOI: 10.1038/s41598-024-59956-x] [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: 01/18/2024] [Accepted: 04/17/2024] [Indexed: 04/28/2024] Open
Abstract
Sorghum is a vital food and feed crop in the world's dry regions. Developing sorghum cultivars with high biomass production and carbon sequestration can contribute to soil health and crop productivity. The objective of this study was to assess agronomic performance, biomass production and carbon accumulation in selected sorghum genotypes for production and breeding. Fifty sorghum genotypes were evaluated at three locations (Silverton, Ukulinga, and Bethlehem) in South Africa during 2022 and 2023 growing seasons. Significant genotype × location (p < 0.05) interactions were detected for days to 50% heading (DTH), days to 50% maturity (DTM), plant height (PH), total plant biomass (PB), shoot biomass (SB), root biomass (RB), root-to-shoot biomass ratio (RS), and grain yield (GY). The highest GY was recorded for genotypes AS115 (25.08 g plant-1), AS251 (21.83 g plant-1), and AS134 (21.42 g plant-1). Genotypes AS122 and AS27 ranked first and second, respectively, for all the carbon stock parameters except for root carbon stock (RCs), whereas genotype AS108 had the highest RCs of 8.87 g plant-1. The principal component analysis identified GY, DTH, PH, PB, SB, RB, RCs, RCs/SCs, total plant carbon stock (PCs), shoot carbon stock (SCs), and grain carbon stock (GCs) as the most discriminated traits among the test genotypes. The cluster analysis using agronomic and carbon-related parameters delineated the test genotypes into three genetic groups, indicating marked genetic diversity for cultivar development and enhanced C storage and sustainable sorghum production. The selected sorghum genotypes are recommended for further breeding and variety release adapted to various agroecologies in South Africa.
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Affiliation(s)
- Asande Ngidi
- African Centre for Crop Improvement, School of Agricultural, Earth and Environmental Sciences, University of KwaZulu-Natal, Private Bag X01, Scottsville, Pietermaritzburg, 3209, South Africa
| | - Hussein Shimelis
- African Centre for Crop Improvement, School of Agricultural, Earth and Environmental Sciences, University of KwaZulu-Natal, Private Bag X01, Scottsville, Pietermaritzburg, 3209, South Africa
| | - Seltene Abady
- African Centre for Crop Improvement, School of Agricultural, Earth and Environmental Sciences, University of KwaZulu-Natal, Private Bag X01, Scottsville, Pietermaritzburg, 3209, South Africa
| | - Sandiswa Figlan
- Department of Agriculture and Animal Health, University of South Africa, Florida, 1709, South Africa.
| | - Vincent Chaplot
- School of Agricultural, Earth and Environmental Sciences, University of KwaZulu-Natal, Private Bag X01, Scottsville, Pietermaritzburg, 3209, South Africa
- Laboratory of Oceanography and Climate, Experiments and Numerical Approaches (LOCEAN), UMR 7159, IRD/C NRS/UPMC/MNHN, IPSL, 75005, Paris, France
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Gimode DM, Ochieng G, Deshpande S, Manyasa EO, Kondombo CP, Mikwa EO, Avosa MO, Kunguni JS, Ngugi K, Sheunda P, Jumbo MB, Odeny DA. Validation of sorghum quality control (QC) markers across African breeding lines. THE PLANT GENOME 2024:e20438. [PMID: 38409578 DOI: 10.1002/tpg2.20438] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/19/2023] [Revised: 01/20/2024] [Accepted: 01/23/2024] [Indexed: 02/28/2024]
Abstract
Sorghum [Sorghum bicolor (L.) Moench] is a cereal crop of critical importance in the semi-arid tropics, particularly in Africa where it is second only to maize (Zea mays L.) by area of cultivation. The International Crops Research Institute for the Semi-Arid Tropics sorghum breeding program for Eastern and Southern Africa is the largest in the region and develops improved varieties for target agro-ecologies. Varietal purity and correct confirmation of new crosses are essential for the integrity and efficiency of a breeding program. We used 49 quality control (QC) kompetitive allele-specific PCR single nucleotide polymorphism (SNP) markers to genotype 716 breeding lines. Note that 46 SNPs were polymorphic with the top 10 most informative revealing polymorphism information content (PIC), minor allele frequency (MAF), and observed heterozygosity (Ho ) of 0.37, 0.43, and 0.02, respectively, and explaining 45% of genetic variance within the first two principal components (PC). Thirty-nine markers were highly informative across 16 Burkina Faso breeding lines, out of which the top 10 revealed average PIC, MAF, and Ho of 0.36, 0.39, and 0.05, respectively. Discriminant analysis of principal components done using top 30 markers separated the breeding lines into five major clusters, three of which were distinct. Six of the top 10 most informative markers successfully confirmed hybridization of crosses between genotypes IESV240, KARIMTAMA1, F6YQ212, and FRAMIDA. A set of 10, 20, and 30 most informative markers are recommended for routine QC applications. Future effort should focus on the deployment of these markers in breeding programs for enhanced genetic gain.
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Affiliation(s)
- Davis M Gimode
- International Crops Research Institute for the Semi-Arid Tropics, Nairobi, Kenya
| | - Grace Ochieng
- International Crops Research Institute for the Semi-Arid Tropics, Nairobi, Kenya
| | - Santosh Deshpande
- International Crops Research Institute for the Semi-arid Tropics-Patancheru, Patancheru, Telangana, India
| | - Eric O Manyasa
- International Crops Research Institute for the Semi-Arid Tropics, Nairobi, Kenya
| | - Clarisse P Kondombo
- Institut de l'Environnement et de Recherches Agricoles (INERA), Ouagadougou, Burkina Faso
| | - Erick O Mikwa
- International Crops Research Institute for the Semi-Arid Tropics, Nairobi, Kenya
- Department of Plant Breeding, IFZ Research Centre for Biosystems, Land Use and Nutrition, Justus Liebig University, Giessen, Germany
| | - Millicent O Avosa
- International Crops Research Institute for the Semi-Arid Tropics, Nairobi, Kenya
| | | | - Kahiu Ngugi
- Department of Plant Science & Crop Protection, University of Nairobi, Nairobi, Kenya
| | - Patrick Sheunda
- International Crops Research Institute for the Semi-Arid Tropics, Nairobi, Kenya
- The Kenya Seed Company Limited, Kitale Branch, Kitale, Kenya
| | - McDonald Bright Jumbo
- International Crops Research Institute for the Semi-Arid Tropics (ICRISAT), Bamako, Mali
| | - Damaris A Odeny
- International Crops Research Institute for the Semi-Arid Tropics, Nairobi, Kenya
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Capasso G, Neves D, Sperduti A, Cristiani E, Manzo A. Direct evidence of plant consumption in Neolithic Eastern Sudan from dental calculus analysis. Sci Rep 2024; 14:4278. [PMID: 38383568 PMCID: PMC10882051 DOI: 10.1038/s41598-024-53300-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2023] [Accepted: 01/30/2024] [Indexed: 02/23/2024] Open
Abstract
The Neolithic communities of Eastern Sudan combined intensive pastoralism with plant exploitation as their main subsistence strategies. However, to date, it remains unclear which plant species were part of the human diet during the Neolithic. This contribution presents direct data on plant consumption in Eastern Sudan from the Early to Late Neolithic, obtained through the analysis of microdebris inclusions in the dental calculus of 37 individuals, integrated by dentoalveolar pathology analysis of 78 individuals, from the sites UA53 (4th millennium BCE) and Mahal Teglinos (3rd-2nd millennium BCE), located in the Gash Delta/Kassala region. Dental calculus inclusions indicate a diverse intake of cereals, legumes, and tubers during the Middle Neolithic, thus supporting the hypothesis of high reliance on plant resources. Dentoalveolar pathologies, possibly related to the consumption of carbohydrate-rich foods, have also been recorded. For the Late Neolithic, consistent with the shift towards aridity that occurred in the Middle/Late Holocene, dental calculus exclusively indicates the exploitation of sorghum and tubers-species well adapted to arid conditions-showing how the Neolithic communities modified their subsistence in response to environmental changes. Evidence of plant processing techniques, such as cooking/heating, was also revealed from the dental calculus analysis.
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Affiliation(s)
- Giusy Capasso
- Department of Cultural Heritage, University of Padua, Padua, Italy.
| | - Dulce Neves
- Research Centre for Anthropology and Health, University of Coimbra, Coimbra, Portugal
- Department of History, Anthropology, Religions, and Performing Arts, Sapienza University of Rome, Rome, Italy
| | - Alessandra Sperduti
- Bioarchaeology Service, Museum of Civilizations, Rome, Italy
- Department of Asian, African and Mediterranean Studies, University 'L'Orientale', Naples, Italy
| | - Emanuela Cristiani
- DANTE - Diet and ANcient TEchnology Laboratory, Department of Oral and Maxillo-Facial Sciences, Sapienza University of Rome, Rome, Italy.
| | - Andrea Manzo
- Department of Asian, African and Mediterranean Studies, University 'L'Orientale', Naples, Italy
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Ruperao P, Gandham P, Odeny DA, Mayes S, Selvanayagam S, Thirunavukkarasu N, Das RR, Srikanda M, Gandhi H, Habyarimana E, Manyasa E, Nebie B, Deshpande SP, Rathore A. Exploring the sorghum race level diversity utilizing 272 sorghum accessions genomic resources. FRONTIERS IN PLANT SCIENCE 2023; 14:1143512. [PMID: 37008459 PMCID: PMC10063887 DOI: 10.3389/fpls.2023.1143512] [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: 01/16/2023] [Accepted: 02/22/2023] [Indexed: 06/19/2023]
Abstract
Due to evolutionary divergence, sorghum race populations exhibit significant genetic and morphological variation. A k-mer-based sorghum race sequence comparison identified the conserved k-mers of all 272 accessions from sorghum and the race-specific genetic signatures identified the gene variability in 10,321 genes (PAVs). To understand sorghum race structure, diversity and domestication, a deep learning-based variant calling approach was employed in a set of genotypic data derived from a diverse panel of 272 sorghum accessions. The data resulted in 1.7 million high-quality genome-wide SNPs and identified selective signature (both positive and negative) regions through a genome-wide scan with different (iHS and XP-EHH) statistical methods. We discovered 2,370 genes associated with selection signatures including 179 selective sweep regions distributed over 10 chromosomes. Co-localization of these regions undergoing selective pressure with previously reported QTLs and genes revealed that the signatures of selection could be related to the domestication of important agronomic traits such as biomass and plant height. The developed k-mer signatures will be useful in the future to identify the sorghum race and for trait and SNP markers for assisting in plant breeding programs.
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Affiliation(s)
- Pradeep Ruperao
- Center of Excellence in Genomics and Systems Biology, International Crops Research Institute for the Semi-Arid Tropics (ICRISAT), Hyderabad, India
| | - Prasad Gandham
- School of Plant, Environmental and Soil Sciences, Louisiana State University Agricultural Center, LA, United States
| | - Damaris A. Odeny
- Center of Excellence in Genomics and Systems Biology, International Crops Research Institute for the Semi-Arid Tropics (ICRISAT), Hyderabad, India
| | - Sean Mayes
- Center of Excellence in Genomics and Systems Biology, International Crops Research Institute for the Semi-Arid Tropics (ICRISAT), Hyderabad, India
| | | | - Nepolean Thirunavukkarasu
- Genomics and Molecular Breeding Lab, Indian Council of Agricultural Research (ICAR) - Indian Institute of Millets Research, Hyderabad, India
| | - Roma R. Das
- International Crops Research Institute for the Semi-Arid Tropics, Hyderabad, India
| | - Manasa Srikanda
- Department of Statistics, Osmania University, Hyderabad, India
| | - Harish Gandhi
- International Maize and Wheat Improvement Center (CIMMYT), Nairobi, Kenya
| | - Ephrem Habyarimana
- International Crops Research Institute for the Semi-Arid Tropics, Hyderabad, India
| | - Eric Manyasa
- Sorghum Breeding Program, International Crops Research Institute for the Semi-Arid Tropics, Nairobi, Kenya
| | - Baloua Nebie
- International Maize and Wheat Improvement Center (CIMMYT), Dakar, Senegal
| | | | - Abhishek Rathore
- Excellence in Breeding, International Maize and Wheat Improvement Center (CIMMYT), Hyderabad, India
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Genetic diversity and population structure of sorghum [ Sorghum bicolor (L.) Moench] genotypes in Ethiopia as revealed by microsatellite markers. Heliyon 2023; 9:e12830. [PMID: 36691551 PMCID: PMC9860282 DOI: 10.1016/j.heliyon.2023.e12830] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2022] [Revised: 12/30/2022] [Accepted: 01/03/2023] [Indexed: 01/09/2023] Open
Abstract
In the tropical and semi-arid regions of Africa, sorghum [Sorghum bicolor (L.) Moench] is mainly grown as a major food security crop. Understanding the extent and pattern of genetic variability is a prerequisite criterion for sorghum improvement and conservation. The genetic diversity and population structure of 100 genotypes of sorghum were profiled using 15 microsatellite loci. A total of 108 alleles, with an overall mean of 7.2 alleles per locus, were produced by all of the microsatellite loci used due to their high polymorphism. Polymorphic information content values ranging from 0.68 to 0.89 indicated that all of the loci are effective genetic tools for analysing the genetic structure of sorghum. Different diversity metrics were used to evaluate genetic diversity among populations, and Nei's gene diversity index ranged from 0.74 to 0.81 with an overall mean of 0.78. Poor genetic differentiation (FST: 0.02; p < 0.0001) was found, where 98% of entire variability was accounted by the within populations genetic variability, leaving only 2.32% among populations. The highest genetic differentiation and Nis's genetic distance were observed between the sorghum populations of the Southern Nation and Nationalities Peoples and Dire Dawa regions. Due to increased gene flow (Nm = 10.53), the clustering, principal coordinate analysis and STRUCTURE analysis failed to categorize the populations into genetically different groups corresponding to their geographic sampling areas. In general, it was found that the microsatellite loci were highly informative and therefore valuable genetic tools to unfold the genetic diversity and population structure of Ethiopian sorghum genotypes. Among the five populations studied, sorghum populations from Amhara and Oromia had the highest genetic variation, indicating that the regions could be perhaps hotspots for useful alleles for the development of better-performing genotypes, and also for designing appropriate germplasm management strategies.
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Osman MEFM, Dirar AI, Konozy EHE. Genome-wide screening of lectin putative genes from Sorghum bicolor L., distribution in QTLs and a probable implications of lectins in abiotic stress tolerance. BMC PLANT BIOLOGY 2022; 22:397. [PMID: 35963996 PMCID: PMC9375933 DOI: 10.1186/s12870-022-03792-6] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/23/2022] [Accepted: 08/08/2022] [Indexed: 05/30/2023]
Abstract
BACKGROUND Sorghum bicolor is one of the most important crops worldwide with the potential to provide resilience when other economic staples might fail against the continuous environmental changes. Many physiological, developmental and tolerance traits in plants are either controlled or influenced by lectins; carbohydrate binding proteins. Hence, we aimed at providing a comprehensive in silico account on sorghum's lectins and study their possible implication on various desired agronomical traits. RESULTS We have searched sorghum's genome from grain and sweet types for lectins putative genes that encode proteins with domains capable of differentially binding carbohydrate moieties and trigger various physiological responses. Of the 12 known plant lectin families, 8 were identified regarding their domain architectures, evolutionary relationships, physiochemical characteristics, and gene expansion mechanisms, and they were thoroughly addressed. Variations between grain and sweet sorghum lectin homologs in term of the presence/absence of certain other joint domains like dirigent and nucleotide-binding adaptor shared by APAF-1, R-proteins, and CED-4 (NB-ARC) indicate a possible neofunctionalization. Lectin sequences were found to be preferentially overrepresented in certain quantitative trait loci (QTLs) related to various traits under several subcategories such as cold, drought, salinity, panicle/grain composition, and leaf morphology. The co-localization and distribution of lectins among multiple QTLs provide insights into the pleiotropic effects that could be played by one lectin gene in numerous traits. CONCLUSION Our study offers a first-time inclusive details on sorghum lectins and their possible role in conferring tolerance against abiotic stresses and other economically important traits that can be informative for future functional analysis and breeding studies.
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Affiliation(s)
| | - Amina Ibrahim Dirar
- Medicinal, Aromatic Plants and Traditional Medicine Research Institute (MAPTRI), National Center for Research, Mek Nimr Street, Khartoum, Sudan
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Amombo E, Ashilenje D, Hirich A, Kouisni L, Oukarroum A, Ghoulam C, El Gharous M, Nilahyane A. Exploring the correlation between salt tolerance and yield: research advances and perspectives for salt-tolerant forage sorghum selection and genetic improvement. PLANTA 2022; 255:71. [PMID: 35190912 PMCID: PMC8860782 DOI: 10.1007/s00425-022-03847-w] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/04/2021] [Accepted: 01/25/2022] [Indexed: 05/18/2023]
Abstract
Some salt stress response mechanisms can translate into sorghum forage yield and thus act as targets for genetic improvement. Sorghum is a drought-tolerant cereal that is widely grown in the vast Africa's arid and semi-arid areas. Apart from drought, salinity is a major abiotic factor that, in addition to natural causes, has been exacerbated by increased poor anthropological activities. The importance of sorghum as a forage crop in saline areas has yet to be fully realized. Despite intraspecific variation in salt tolerance, sorghum is generally moderately salt-tolerant, and its productivity in saline soils can be remarkably limited. This is due to the difficulty of replicating optimal field saline conditions due to the great heterogeneity of salt distribution in the soil. As a promising fodder crop for saline areas, classic phenotype-based selection methods can be integrated with modern -omics in breeding programs to simultaneously address salt tolerance and production. To enable future manipulation, selection, and genetic improvement of sorghum with high yield and salt tolerance, here, we explore the potential positive correlations between the reliable indices of sorghum performance under salt stress at the phenotypic and genotypic level. We then explore the potential role of modern selection and genetic improvement programs in incorporating these linked salt tolerance and yield traits and propose a mechanism for future studies.
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Affiliation(s)
- Erick Amombo
- African Sustainable Agriculture Research Institute (ASARI), Mohammed VI Polytechnic University (UM6P), Laâyoune, Morocco
| | - Dennis Ashilenje
- African Sustainable Agriculture Research Institute (ASARI), Mohammed VI Polytechnic University (UM6P), Laâyoune, Morocco
| | - Abdelaziz Hirich
- African Sustainable Agriculture Research Institute (ASARI), Mohammed VI Polytechnic University (UM6P), Laâyoune, Morocco
| | - Lamfeddal Kouisni
- African Sustainable Agriculture Research Institute (ASARI), Mohammed VI Polytechnic University (UM6P), Laâyoune, Morocco
| | - Abdallah Oukarroum
- AgroBioSciences Department (AgBS), Mohammed VI Polytechnic University (UM6P), Ben Guerir, Morocco
| | - Cherki Ghoulam
- AgroBioSciences Department (AgBS), Mohammed VI Polytechnic University (UM6P), Ben Guerir, Morocco
- Center of Agrobiotechnology and Bioengineering, Labelled Research Unit CNRST, Cadi Ayyad University (UCA), Marrakech, Morocco
| | - Mohamed El Gharous
- Agricultural Innovation and Technology Transfer Center (AITTC), Mohammed VI Polytechnic University (UM6P), Ben Guerir, Morocco
| | - Abdelaziz Nilahyane
- African Sustainable Agriculture Research Institute (ASARI), Mohammed VI Polytechnic University (UM6P), Laâyoune, Morocco.
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Faye JM, Maina F, Akata EA, Sine B, Diatta C, Mamadou A, Marla S, Bouchet S, Teme N, Rami JF, Fonceka D, Cisse N, Morris GP. A genomics resource for genetics, physiology, and breeding of West African sorghum. THE PLANT GENOME 2021; 14:e20075. [PMID: 33818011 DOI: 10.1002/tpg2.20075] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/03/2020] [Accepted: 10/30/2020] [Indexed: 05/10/2023]
Abstract
Local landrace and breeding germplasm is a useful source of genetic diversity for regional and global crop improvement initiatives. Sorghum (Sorghum bicolor L. Moench) in western Africa (WA) has diversified across a mosaic of cultures and end uses and along steep precipitation and photoperiod gradients. To facilitate germplasm utilization, a West African sorghum association panel (WASAP) of 756 accessions from national breeding programs of Niger, Mali, Senegal, and Togo was assembled and characterized. Genotyping-by-sequencing (GBS) was used to generate 159,101 high-quality biallelic single nucleotide polymorphisms (SNPs), with 43% in intergenic regions and 13% in genic regions. High genetic diversity was observed within the WASAP (π = .00045), only slightly less than in a global diversity panel (GDP) (π = .00055). Linkage disequilibrium (LD) decayed to background level (r2 < .1) by ∼50 kb in the WASAP. Genome-wide diversity was structured both by botanical type and by populations within botanical type with eight ancestral populations identified. Most populations were distributed across multiple countries, suggesting several potential common gene pools across the national programs. Genome-wide association studies (GWAS) of days to flowering (DFLo) and plant height (PH) revealed eight and three significant quantitative trait loci (QTL), respectively, with major height QTL at canonical height loci Dw3 and SbHT7.1. Colocalization of two of eight major flowering time QTL with flowering genes previously described in U.S. germplasm (Ma6 and SbCN8) suggests that photoperiodic flowering in West African sorghum is conditioned by both known and novel genes. This genomic resource provides a foundation for genomics-enabled breeding of climate-resilient varieties in WA.
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Affiliation(s)
- Jacques M Faye
- Department of Agronomy, Kansas State University, Manhattan, KS, USA
- Institut Sénégalais de Recherches Agricoles, Centre d'Étude Régional pour l'Amélioration de l'Adaptation à la Sécheresse, Thies, Senegal
| | - Fanna Maina
- Department of Agronomy, Kansas State University, Manhattan, KS, USA
- Institut National de la Recherche Agronomique du Niger, Niamey, Niger
| | - Eyanawa A Akata
- Institut Sénégalais de Recherches Agricoles, Centre d'Étude Régional pour l'Amélioration de l'Adaptation à la Sécheresse, Thies, Senegal
- Institut Togolaise de Recherche Agronomique, Lomé, Togo
| | - Bassirou Sine
- Institut Sénégalais de Recherches Agricoles, Centre d'Étude Régional pour l'Amélioration de l'Adaptation à la Sécheresse, Thies, Senegal
| | - Cyril Diatta
- Institut Sénégalais de Recherches Agricoles, Centre d'Étude Régional pour l'Amélioration de l'Adaptation à la Sécheresse, Thies, Senegal
| | - Aissata Mamadou
- Institut National de la Recherche Agronomique du Niger, Niamey, Niger
| | - Sandeep Marla
- Department of Agronomy, Kansas State University, Manhattan, KS, USA
| | - Sophie Bouchet
- Department of Agronomy, Kansas State University, Manhattan, KS, USA
| | - Niaba Teme
- Institut d'Economie Rurale, BP 258, Rue Mohamed V, Bamako, Mali
| | - Jean-Francois Rami
- Genetic Improvement and Adaptation of Mediterranean and Tropical Plants, Montpellier University, CIRAD, INRA, Montpellier SupAgro, Montpellier, France
| | - Daniel Fonceka
- Institut Sénégalais de Recherches Agricoles, Centre d'Étude Régional pour l'Amélioration de l'Adaptation à la Sécheresse, Thies, Senegal
- Genetic Improvement and Adaptation of Mediterranean and Tropical Plants, Montpellier University, CIRAD, INRA, Montpellier SupAgro, Montpellier, France
- The French Agricultural Research Centre for International Development, CIRAD, UMR AGAP, BP, Thies, 3320, Senegal
| | - Ndiaga Cisse
- Institut Sénégalais de Recherches Agricoles, Centre d'Étude Régional pour l'Amélioration de l'Adaptation à la Sécheresse, Thies, Senegal
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9
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Griebel S, Adedayo A, Tuinstra MR. Genetic diversity for starch quality and alkali spreading value in sorghum. THE PLANT GENOME 2021; 14:e20067. [PMID: 33259143 DOI: 10.1002/tpg2.20067] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/08/2020] [Accepted: 09/16/2020] [Indexed: 06/12/2023]
Abstract
Sorghum is an important food crop in many parts of Africa and Asia. Landraces of sorghum are known to exhibit variation in food quality traits including starch and protein content and composition. In this study, a panel of diverse sorghum breeding lines and 788 sorghum conversion (SC) lines representing the global germplasm diversity of the crop were evaluated for variation in starch quality based on alkali spreading value (ASV). A small number of genotypes with stable expression of the ASV+ phenotype across seasons were identified; mostly representing Nandyal types from India. Genetic studies showed the ASV+ phenotype was inherited as a recessive trait. Whole genome resequencing of ASV+ donor lines revealed SNPs in genes involved in starch biosynthesis. A genome wide association study (GWAS) identified a significant SNP associated with ASV near Sobic.010G273800, a starch branching enzyme I precursor, and Sobic.010G274800 and Sobic.010G275001, both annotated as glucosyltransferases. Physiochemical analyses of accessions with contrasting ASV phenotypes demonstrated an environment dependent lower starch gelatinization temperature (GT), amylose content of approximately 22%, and good gel consistency. The starch quality attributes of these lines could be valuable in food products that require good gel consistency and viscosity.
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Affiliation(s)
- Stefanie Griebel
- Department of Agronomy, Purdue University, West Lafayette, IN, 47907, USA
- Department of Crop Sciences, Division of Plant Breeding Methodology, University of Göttingen, Göttingen, 37075, Germany
| | - Adeyanju Adedayo
- Department of Agronomy, Purdue University, West Lafayette, IN, 47907, USA
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Burgarella C, Berger A, Glémin S, David J, Terrier N, Deu M, Pot D. The Road to Sorghum Domestication: Evidence From Nucleotide Diversity and Gene Expression Patterns. FRONTIERS IN PLANT SCIENCE 2021; 12:666075. [PMID: 34527004 PMCID: PMC8435843 DOI: 10.3389/fpls.2021.666075] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/09/2021] [Accepted: 07/20/2021] [Indexed: 05/17/2023]
Abstract
Native African cereals (sorghum, millets) ensure food security to millions of low-income people from low fertility and drought-prone regions of Africa and Asia. In spite of their agronomic importance, the genetic bases of their phenotype and adaptations are still not well-understood. Here we focus on Sorghum bicolor, which is the fifth cereal worldwide for grain production and constitutes the staple food for around 500 million people. We leverage transcriptomic resources to address the adaptive consequences of the domestication process. Gene expression and nucleotide variability were analyzed in 11 domesticated and nine wild accessions. We documented a downregulation of expression and a reduction of diversity both in nucleotide polymorphism (30%) and gene expression levels (18%) in domesticated sorghum. These findings at the genome-wide level support the occurrence of a global reduction of diversity during the domestication process, although several genes also showed patterns consistent with the action of selection. Nine hundred and forty-nine genes were significantly differentially expressed between wild and domesticated gene pools. Their functional annotation points to metabolic pathways most likely contributing to the sorghum domestication syndrome, such as photosynthesis and auxin metabolism. Coexpression network analyzes revealed 21 clusters of genes sharing similar expression patterns. Four clusters (totaling 2,449 genes) were significantly enriched in differentially expressed genes between the wild and domesticated pools and two were also enriched in domestication and improvement genes previously identified in sorghum. These findings reinforce the evidence that the combined and intricated effects of the domestication and improvement processes do not only affect the behaviors of a few genes but led to a large rewiring of the transcriptome. Overall, these analyzes pave the way toward the identification of key domestication genes valuable for genetic resources characterization and breeding purposes.
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Affiliation(s)
- Concetta Burgarella
- CIRAD, UMR AGAP Institut, Montpellier, France
- AGAP Institut, Univ F-34398 Montpellier, CIRAD, INRAE, Institut Agro, Montpellier, France
- *Correspondence: Concetta Burgarella
| | - Angélique Berger
- CIRAD, UMR AGAP Institut, Montpellier, France
- AGAP Institut, Univ F-34398 Montpellier, CIRAD, INRAE, Institut Agro, Montpellier, France
| | - Sylvain Glémin
- CNRS, Univ. Rennes, ECOBIO – UMR 6553, Rennes, France
- Department of Ecology and Evolution, Evolutionary Biology Centre, Uppsala University, Uppsala, Sweden
| | - Jacques David
- AGAP Institut, Univ F-34398 Montpellier, CIRAD, INRAE, Institut Agro, Montpellier, France
| | - Nancy Terrier
- AGAP Institut, Univ F-34398 Montpellier, CIRAD, INRAE, Institut Agro, Montpellier, France
| | - Monique Deu
- CIRAD, UMR AGAP Institut, Montpellier, France
- AGAP Institut, Univ F-34398 Montpellier, CIRAD, INRAE, Institut Agro, Montpellier, France
| | - David Pot
- CIRAD, UMR AGAP Institut, Montpellier, France
- AGAP Institut, Univ F-34398 Montpellier, CIRAD, INRAE, Institut Agro, Montpellier, France
- David Pot
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11
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Kar S, Garin V, Kholová J, Vadez V, Durbha SS, Tanaka R, Iwata H, Urban MO, Adinarayana J. SpaTemHTP: A Data Analysis Pipeline for Efficient Processing and Utilization of Temporal High-Throughput Phenotyping Data. FRONTIERS IN PLANT SCIENCE 2020; 11:552509. [PMID: 33329623 PMCID: PMC7714717 DOI: 10.3389/fpls.2020.552509] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 04/16/2020] [Accepted: 10/19/2020] [Indexed: 06/12/2023]
Abstract
The rapid development of phenotyping technologies over the last years gave the opportunity to study plant development over time. The treatment of the massive amount of data collected by high-throughput phenotyping (HTP) platforms is however an important challenge for the plant science community. An important issue is to accurately estimate, over time, the genotypic component of plant phenotype. In outdoor and field-based HTP platforms, phenotype measurements can be substantially affected by data-generation inaccuracies or failures, leading to erroneous or missing data. To solve that problem, we developed an analytical pipeline composed of three modules: detection of outliers, imputation of missing values, and mixed-model genotype adjusted means computation with spatial adjustment. The pipeline was tested on three different traits (3D leaf area, projected leaf area, and plant height), in two crops (chickpea, sorghum), measured during two seasons. Using real-data analyses and simulations, we showed that the sequential application of the three pipeline steps was particularly useful to estimate smooth genotype growth curves from raw data containing a large amount of noise, a situation that is potentially frequent in data generated on outdoor HTP platforms. The procedure we propose can handle up to 50% of missing values. It is also robust to data contamination rates between 20 and 30% of the data. The pipeline was further extended to model the genotype time series data. A change-point analysis allowed the determination of growth phases and the optimal timing where genotypic differences were the largest. The estimated genotypic values were used to cluster the genotypes during the optimal growth phase. Through a two-way analysis of variance (ANOVA), clusters were found to be consistently defined throughout the growth duration. Therefore, we could show, on a wide range of scenarios, that the pipeline facilitated efficient extraction of useful information from outdoor HTP platform data. High-quality plant growth time series data is also provided to support breeding decisions. The R code of the pipeline is available at https://github.com/ICRISAT-GEMS/SpaTemHTP.
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Affiliation(s)
- Soumyashree Kar
- Centre of Studies in Resources Engineering, Indian Institute of Technology Bombay, Mumbai, India
| | - Vincent Garin
- Crop Physiology, International Crop Research Institute for Semi-Arid Tropics (ICRISAT), Hyderabad, India
| | - Jana Kholová
- Crop Physiology, International Crop Research Institute for Semi-Arid Tropics (ICRISAT), Hyderabad, India
| | - Vincent Vadez
- Crop Physiology, International Crop Research Institute for Semi-Arid Tropics (ICRISAT), Hyderabad, India
- Institut de Recherche pour le Développement (IRD) – Université de Montpellier – UMR DIADE, Montpellier, France
| | - Surya S. Durbha
- Centre of Studies in Resources Engineering, Indian Institute of Technology Bombay, Mumbai, India
| | - Ryokei Tanaka
- Laboratory of Biometrics and Bioinformatics, University of Tokyo, Tokyo, Japan
| | - Hiroyoshi Iwata
- Laboratory of Biometrics and Bioinformatics, University of Tokyo, Tokyo, Japan
| | - Milan O. Urban
- Bean Physiology - Agrobiodiversity, Alliance of Bioversity International and CIAT, Cali, Colombia
| | - J. Adinarayana
- Centre of Studies in Resources Engineering, Indian Institute of Technology Bombay, Mumbai, India
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12
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Niu S, Koiwa H, Song Q, Qiao D, Chen J, Zhao D, Chen Z, Wang Y, Zhang T. Development of core-collections for Guizhou tea genetic resources and GWAS of leaf size using SNP developed by genotyping-by-sequencing. PeerJ 2020; 8:e8572. [PMID: 32206447 PMCID: PMC7075365 DOI: 10.7717/peerj.8572] [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: 07/15/2019] [Accepted: 01/15/2020] [Indexed: 11/20/2022] Open
Abstract
An accurate depiction of the genetic relationship, the development of core collection, and genome-wide association analysis (GWAS) are key for the effective exploitation and utilization of genetic resources. Here, genotyping-by-sequencing (GBS) was used to characterize 415 tea accessions mostly collected from the Guizhou region in China. A total of 30,282 high-quality SNPs was used to estimate the genetic relationships, develop core collections, and perform GWAS. We suggest 198 and 148 accessions to represent the core set and mini-core set, which consist of 47% and 37% of the whole collection, respectively, and contain 93–95% of the total SNPs. Furthermore, the frequencies of all alleles and genotypes in the whole set were very well retained in the core set and mini-core set. The 415 accessions were clustered into 14 groups and the core and the mini-core collections contain accessions from each group, species, cultivation status and growth habit. By analyzing the significant SNP markers associated with multiple traits, nine SNPs were found to be significantly associated with four leaf size traits, namely MLL, MLW, MLA and MLSI (P < 1.655E−06). This study characterized the genetic distance and relationship of tea collections, suggested the core collections, and established an efficient GWAS analysis of GBS result.
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Affiliation(s)
- Suzhen Niu
- Guiyang Station for DUS Testing Center of New Plant Varteties (MOA) / Institute of Tea, Guizhou Academy of Agricultural Sciences, Guiyang, China.,The Key Laboratory of Plant Resources Conservation and Germplasm Innovationin Mountainous Region (Ministry of Education), Institute of Agro-Bioengineering / College of Tea Science, Guizhou University, Guiyang, China
| | - Hisashi Koiwa
- Vegetable and Fruit Improvement Center, Department of Horticultural Sciences, Molecular and Environmental Plant Sciences Program, Texas A&M University, College Station, Texas, USA
| | - Qinfei Song
- The Key Laboratory of Plant Resources Conservation and Germplasm Innovationin Mountainous Region (Ministry of Education), Institute of Agro-Bioengineering / College of Tea Science, Guizhou University, Guiyang, China
| | - Dahe Qiao
- Guiyang Station for DUS Testing Center of New Plant Varteties (MOA) / Institute of Tea, Guizhou Academy of Agricultural Sciences, Guiyang, China
| | - Juan Chen
- Guiyang Station for DUS Testing Center of New Plant Varteties (MOA) / Institute of Tea, Guizhou Academy of Agricultural Sciences, Guiyang, China
| | - Degang Zhao
- Guiyang Station for DUS Testing Center of New Plant Varteties (MOA) / Institute of Tea, Guizhou Academy of Agricultural Sciences, Guiyang, China
| | - Zhengwu Chen
- Guiyang Station for DUS Testing Center of New Plant Varteties (MOA) / Institute of Tea, Guizhou Academy of Agricultural Sciences, Guiyang, China
| | - Ying Wang
- Wuhan Benagen Tech Solutions Company Limited, Wuhan, China
| | - Tianyuan Zhang
- Wuhan Benagen Tech Solutions Company Limited, Wuhan, China
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13
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Hennet L, Berger A, Trabanco N, Ricciuti E, Dufayard JF, Bocs S, Bastianelli D, Bonnal L, Roques S, Rossini L, Luquet D, Terrier N, Pot D. Transcriptional Regulation of Sorghum Stem Composition: Key Players Identified Through Co-expression Gene Network and Comparative Genomics Analyses. FRONTIERS IN PLANT SCIENCE 2020; 11:224. [PMID: 32194601 PMCID: PMC7064007 DOI: 10.3389/fpls.2020.00224] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 08/06/2019] [Accepted: 02/12/2020] [Indexed: 06/10/2023]
Abstract
Most sorghum biomass accumulates in stem secondary cell walls (SCW). As sorghum stems are used as raw materials for various purposes such as feed, energy and fiber reinforced polymers, identifying the genes responsible for SCW establishment is highly important. Taking advantage of studies performed in model species, most of the structural genes contributing at the molecular level to the SCW biosynthesis in sorghum have been proposed while their regulatory factors have mostly not been determined. Validation of the role of several MYB and NAC transcription factors in SCW regulation in Arabidopsis and a few other species has been provided. In this study, we contributed to the recent efforts made in grasses to uncover the mechanisms underlying SCW establishment. We reported updated phylogenies of NAC and MYB in 9 different species and exploited findings from other species to highlight candidate regulators of SCW in sorghum. We acquired expression data during sorghum internode development and used co-expression analyses to determine groups of co-expressed genes that are likely to be involved in SCW establishment. We were able to identify two groups of co-expressed genes presenting multiple evidences of involvement in SCW building. Gene enrichment analysis of MYB and NAC genes provided evidence that while NAC SECONDARY WALL THICKENING PROMOTING FACTOR NST genes and SECONDARY WALL-ASSOCIATED NAC DOMAIN PROTEIN gene functions appear to be conserved in sorghum, NAC master regulators of SCW in sorghum may not be as tissue compartmentalized as in Arabidopsis. We showed that for every homolog of the key SCW MYB in Arabidopsis, a similar role is expected for sorghum. In addition, we unveiled sorghum MYB and NAC that have not been identified to date as being involved in cell wall regulation. Although specific validation of the MYB and NAC genes uncovered in this study is needed, we provide a network of sorghum genes involved in SCW both at the structural and regulatory levels.
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Affiliation(s)
- Lauriane Hennet
- CIRAD, UMR AGAP, Montpellier, France
- CIRAD, INRA, Montpellier SupAgro, University of Montpellier, Montpellier, France
| | - Angélique Berger
- CIRAD, UMR AGAP, Montpellier, France
- CIRAD, INRA, Montpellier SupAgro, University of Montpellier, Montpellier, France
| | - Noemi Trabanco
- Parco Tecnologico Padano, Lodi, Italy
- Centro de Biotecnología y Genómica de Plantas, UPM-INIA, Instituto Nacional de Investigación y Tecnología Agraria y Alimentaria, Madrid, Spain
| | - Emeline Ricciuti
- CIRAD, UMR AGAP, Montpellier, France
- CIRAD, INRA, Montpellier SupAgro, University of Montpellier, Montpellier, France
| | - Jean-François Dufayard
- CIRAD, UMR AGAP, Montpellier, France
- CIRAD, INRA, Montpellier SupAgro, University of Montpellier, Montpellier, France
| | - Stéphanie Bocs
- CIRAD, UMR AGAP, Montpellier, France
- CIRAD, INRA, Montpellier SupAgro, University of Montpellier, Montpellier, France
| | - Denis Bastianelli
- CIRAD, INRA, Montpellier SupAgro, University of Montpellier, Montpellier, France
- CIRAD, UMR SELMET, Montpellier, France
| | - Laurent Bonnal
- CIRAD, INRA, Montpellier SupAgro, University of Montpellier, Montpellier, France
- CIRAD, UMR SELMET, Montpellier, France
| | - Sandrine Roques
- CIRAD, UMR AGAP, Montpellier, France
- CIRAD, INRA, Montpellier SupAgro, University of Montpellier, Montpellier, France
| | - Laura Rossini
- Parco Tecnologico Padano, Lodi, Italy
- Department of Agricultural and Environmental Sciences - Production, Landscape, Agroenergy, Università degli Studi di Milano, Milan, Italy
| | - Delphine Luquet
- CIRAD, UMR AGAP, Montpellier, France
- CIRAD, INRA, Montpellier SupAgro, University of Montpellier, Montpellier, France
| | - Nancy Terrier
- AGAP, CIRAD, INRAE, Montpellier SupAgro, University of Montpellier, Montpellier, France
| | - David Pot
- CIRAD, UMR AGAP, Montpellier, France
- CIRAD, INRA, Montpellier SupAgro, University of Montpellier, Montpellier, France
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Cuevas HE, Prom LK, Rosa-Valentin G. Population structure of the NPGS Senegalese sorghum collection and its evaluation to identify new disease resistant genes. PLoS One 2018; 13:e0191877. [PMID: 29444109 PMCID: PMC5812598 DOI: 10.1371/journal.pone.0191877] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2017] [Accepted: 01/12/2018] [Indexed: 11/21/2022] Open
Abstract
Sorghum germplasm from West and Central Africa is cultivated in rainy and high humidity regions and is an important source of resistance genes to fungal diseases. Mold and anthracnose are two important biotic constraints to sorghum production in wet areas worldwide. Here, 158 National Plant Germplasm System (NPGS) accessions from Senegal were evaluated for agronomic traits, anthracnose, and grain mold resistance at two locations, and genetically characterized according to 20 simple sequence repeat markers. A total of 221 alleles were amplified with an average of 11 alleles per locus. Each accession had a unique genetic profile (i.e., no duplicates), and the average genetic distance between accessions was 0.42. Population structure and cluster analysis separated the collection into four populations with pairwise FST values >0.15. Three of the populations were composed of Guinea-race sorghum germplasm, and one included multiple races. Anthracnose resistant accessions were present at high frequency and evenly distributed among the three Guinea-race populations. Fourteen accessions showed resistance to grain mold, and eight were resistant to both diseases. These results indicated that the NPGS of Senegal is a genetically diverse collection with a high frequency of disease resistant accessions. Nevertheless, its population structure suggests the presence of few sources of resistance to both grain mold and anthracnose, which are fixed in the germplasm. The phenotypic and genotypic information for these accessions provides a valuable resource for its correct use to broaden the genetic base of breeding programs.
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Affiliation(s)
- Hugo E. Cuevas
- USDA-ARS, Tropical Agriculture Research Station, Mayaguez, Puerto Rico
| | - Louis K. Prom
- USDA-ARS, Southern Plains Agriculture Research Center, College Station, Texas, United States of America
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15
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da Silva MJ, Pastina MM, de Souza VF, Schaffert RE, Carneiro PCS, Noda RW, Carneiro JEDS, Damasceno CMB, Parrella RADC. Phenotypic and molecular characterization of sweet sorghum accessions for bioenergy production. PLoS One 2017; 12:e0183504. [PMID: 28817696 PMCID: PMC5560702 DOI: 10.1371/journal.pone.0183504] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2017] [Accepted: 08/04/2017] [Indexed: 11/18/2022] Open
Abstract
Sweet sorghum [Sorghum bicolor (L.) Moench] is a type of cultivated sorghum characterized by the accumulation of high levels of sugar in the stems and high biomass accumulation, making this crop an important feedstock for bioenergy production. Sweet sorghum breeding programs that focus on bioenergy have two main goals: to improve quantity and quality of sugars in the juicy stem and to increase fresh biomass productivity. Genetic diversity studies are very important for the success of a breeding program, especially in the early stages, where understanding the genetic relationship between accessions is essential to identify superior parents for the development of improved breeding lines. The objectives of this study were: to perform phenotypic and molecular characterization of 100 sweet sorghum accessions from the germplasm bank of the Embrapa Maize and Sorghum breeding program; to examine the relationship between the phenotypic and the molecular diversity matrices; and to infer about the population structure in the sweet sorghum accessions. Morphological and agro-industrial traits related to sugar and biomass production were used for phenotypic characterization, and single nucleotide polymorphisms (SNPs) were used for molecular diversity analysis. Both phenotypic and molecular characterizations revealed the existence of considerable genetic diversity among the 100 sweet sorghum accessions. The correlation between the phenotypic and the molecular diversity matrices was low (0.35), which is in agreement with the inconsistencies observed between the clusters formed by the phenotypic and the molecular diversity analyses. Furthermore, the clusters obtained by the molecular diversity analysis were more consistent with the genealogy and the historic background of the sweet sorghum accessions than the clusters obtained through the phenotypic diversity analysis. The low correlation observed between the molecular and the phenotypic diversity matrices highlights the complementarity between the molecular and the phenotypic characterization to assist a breeding program.
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Affiliation(s)
- Michele Jorge da Silva
- Departamento de Biologia Geral, Universidade Federal de Viçosa, Viçosa, Minas Gerais, Brasil
| | | | - Vander Fillipe de Souza
- Departamento de Engenharia de Biossistemas, Universidade Federal de São João del-Rei, São João del-Rei, Minas Gerais, Brasil
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16
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Mathur S, Umakanth AV, Tonapi VA, Sharma R, Sharma MK. Sweet sorghum as biofuel feedstock: recent advances and available resources. BIOTECHNOLOGY FOR BIOFUELS 2017; 10:146. [PMID: 28603553 PMCID: PMC5465577 DOI: 10.1186/s13068-017-0834-9] [Citation(s) in RCA: 61] [Impact Index Per Article: 8.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/13/2016] [Accepted: 05/30/2017] [Indexed: 05/08/2023]
Abstract
Sweet sorghum is a promising target for biofuel production. It is a C4 crop with low input requirements and accumulates high levels of sugars in its stalks. However, large-scale planting on marginal lands would require improved varieties with optimized biofuel-related traits and tolerance to biotic and abiotic stresses. Considering this, many studies have been carried out to generate genetic and genomic resources for sweet sorghum. In this review, we discuss various attributes of sweet sorghum that make it an ideal candidate for biofuel feedstock, and provide an overview of genetic diversity, tools, and resources available for engineering and/or marker-assisting breeding of sweet sorghum. Finally, the progress made so far, in identification of genes/quantitative trait loci (QTLs) important for agronomic traits and ongoing molecular breeding efforts to generate improved varieties, has been discussed.
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Affiliation(s)
- Supriya Mathur
- Crop Genetics & Informatics Group, School of Biotechnology, Jawaharlal Nehru University, New Delhi, India
| | - A. V. Umakanth
- Indian Council of Agricultural Research-Indian Institute of Millets Research, Hyderabad, India
| | - V. A. Tonapi
- Indian Council of Agricultural Research-Indian Institute of Millets Research, Hyderabad, India
| | - Rita Sharma
- Crop Genetics & Informatics Group, School of Computational and Integrative Sciences, Jawaharlal Nehru University, New Delhi, India
| | - Manoj K. Sharma
- Crop Genetics & Informatics Group, School of Biotechnology, Jawaharlal Nehru University, New Delhi, India
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17
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Zhu Y, Wang X, Huang L, Lin C, Zhang X, Xu W, Peng J, Li Z, Yan H, Luo F, Wang X, Yao L, Peng D. Transcriptomic Identification of Drought-Related Genes and SSR Markers in Sudan Grass Based on RNA-Seq. FRONTIERS IN PLANT SCIENCE 2017; 8:687. [PMID: 28523007 PMCID: PMC5415614 DOI: 10.3389/fpls.2017.00687] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/30/2016] [Accepted: 04/13/2017] [Indexed: 05/24/2023]
Abstract
Sudan grass (Sorghum sudanense) is an annual warm-season gramineous forage grass that is widely used as pasture, hay, and silage. However, drought stress severely impacts its yield, and there is limited information about the mechanisms of drought tolerance in Sudan grass. In this study, we used next-generation sequencing to identify differentially expressed genes (DEGs) in the Sudan grass variety Wulate No.1, and we developed simple sequence repeat (SSR) markers associated with drought stress. From 852,543,826 raw reads, nearly 816,854,366 clean reads were identified and used for analysis. A total of 80,686 unigenes were obtained via de novo assembly of the clean reads including 45,065 unigenes (55.9%) that were identified as coding sequences (CDSs). According to Gene Ontology analysis, 31,444 unigenes were annotated, 11,778 unigenes were identified to 25 categories in the clusters of orthologous groups of proteins (KOG) classification, and 11,223 unigenes were assigned to 280 Kyoto Encyclopedia of Genes and Genomes (KEGG) pathways. Additionally, there were 2,329 DEGs under a short-term of 25% polyethylene glycol (PEG) treatment, while 5,101 DEGs were identified under the long-term of 25% PEG treatment. DEGs were enriched in pathways of carbon fixation in photosynthetic organisms and plant hormone signal transduction which played a leading role in short-term of drought stress. However, DEGs were mainly enriched in pathway of plant hormone signal transduction that played an important role under long-term of drought stress. To increase accuracy, we excluded all the DEGs of all controls, specifically, five DEGs that were associated with high PEG concentrations were found through RNA-Seq. All five genes were up-regulated under drought stress, but the functions of the genes remain unclear. In addition, we identified 17,548 SSRs obtained from 80,686 unigenes. The newly identified drought tolerance DEGs will contribute to transgenic breeding efforts, while SSRs developed from high-throughput transcriptome data will facilitate marker-assisted selection for all traits in Sudan grass.
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Affiliation(s)
- Yongqun Zhu
- Department of Grassland Science, Animal Science and Technology College, Sichuan Agricultural UniversityChengdu, China
- Soil and Fertilizer Research Institute, Sichuan Academy of Agricultural SciencesChengdu, China
| | - Xia Wang
- Department of Grassland Science, Animal Science and Technology College, Sichuan Agricultural UniversityChengdu, China
| | - Linkai Huang
- Department of Grassland Science, Animal Science and Technology College, Sichuan Agricultural UniversityChengdu, China
| | - Chaowen Lin
- Soil and Fertilizer Research Institute, Sichuan Academy of Agricultural SciencesChengdu, China
| | - Xinquan Zhang
- Department of Grassland Science, Animal Science and Technology College, Sichuan Agricultural UniversityChengdu, China
| | - Wenzhi Xu
- Soil and Fertilizer Research Institute, Sichuan Academy of Agricultural SciencesChengdu, China
| | - Jianhua Peng
- Sichuan Academy of Agricultural SciencesChengdu, China
| | - Zhou Li
- Department of Grassland Science, Animal Science and Technology College, Sichuan Agricultural UniversityChengdu, China
| | - Haidong Yan
- Department of Grassland Science, Animal Science and Technology College, Sichuan Agricultural UniversityChengdu, China
| | - Fuxiang Luo
- Soil and Fertilizer Research Institute, Sichuan Academy of Agricultural SciencesChengdu, China
| | - Xie Wang
- Soil and Fertilizer Research Institute, Sichuan Academy of Agricultural SciencesChengdu, China
| | - Li Yao
- Soil and Fertilizer Research Institute, Sichuan Academy of Agricultural SciencesChengdu, China
| | - Dandan Peng
- Soil and Fertilizer Research Institute, Sichuan Academy of Agricultural SciencesChengdu, China
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18
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Abebaw M, Solomon A. Genetic diversity assessment of Guzoita abyssinica using EST derived simple sequence repeats (SSRs) markers. ACTA ACUST UNITED AC 2017. [DOI: 10.5897/ajps2016.1512] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/31/2022]
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19
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Labeyrie V, Deu M, Dussert Y, Rono B, Lamy F, Marangu C, Kiambi D, Calatayud C, Coppens d'Eeckenbrugge G, Robert T, Leclerc C. Past and present dynamics of sorghum and pearl millet diversity in Mount Kenya region. Evol Appl 2016; 9:1241-1257. [PMID: 27877203 PMCID: PMC5108216 DOI: 10.1111/eva.12405] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2016] [Accepted: 06/23/2016] [Indexed: 01/01/2023] Open
Abstract
Crop populations in smallholder farming systems are shaped by the interaction of biological, ecological, and social processes, occurring on different spatiotemporal scales. Understanding these dynamics is fundamental for the conservation of crop genetic resources. In this study, we investigated the processes involved in sorghum and pearl millet diversity dynamics on Mount Kenya. Surveys were conducted in ten sites distributed along two elevation transects and occupied by six ethnolinguistic groups. Varieties of both species grown in each site were inventoried and characterized using SSR markers. Genetic diversity was analyzed using both individual- and population-based approaches. Surveys of seed lot sources allowed characterizing seed-mediated gene flow. Past sorghum diffusion dynamics were explored by comparing Mount Kenya sorghum diversity with that of the African continent. The absence of structure in pearl millet genetic diversity indicated common ancestry and/or important pollen- and seed-mediated gene flow. On the contrary, sorghum varietal and genetic diversity showed geographic patterns, pointing to different ancestry of varieties, limited pollen-mediated gene flow, and geographic patterns in seed-mediated gene flow. Social and ecological processes involved in shaping seed-mediated gene flow are further discussed.
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Affiliation(s)
- Vanesse Labeyrie
- UMR AGAP CIRAD Montpellier France; Present address: UPR GREEN CIRAD 34398 Montpellier France
| | | | - Yann Dussert
- Ecologie, Systématique et Evolution UMR 8079 CNRS Université Paris-Sud Orsay France; Present address: UMR 1065 Santé et Agroécologie du Vignoble INRA 33140 Villenave d'Ornon France
| | | | - Françoise Lamy
- Ecologie, Systématique et Evolution UMR 8079 CNRS Université Paris-Sud Orsay France; Department of Biologie UVSQ Versailles France
| | - Charles Marangu
- KALRO Embu Kenya; Present address: CIMMYT 00621 Nairobi Kenya
| | - Dan Kiambi
- ICRISAT Nairobi Kenya; Present address: ABCIC P.O. Box 100882-00101 Nairobi Kenya
| | | | | | - Thierry Robert
- Ecologie, Systématique et Evolution UMR 8079 CNRS Université Paris-Sud Orsay France; Sorbonne Universités, UPMC Univ Paris 06, IFD Paris Cedex 05 France
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20
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Njung'e V, Deshpande S, Siambi M, Jones R, Silim S, De Villiers S. SSR genetic diversity assessment of popular pigeonpea varieties in Malawi reveals unique fingerprints. ELECTRON J BIOTECHN 2016. [DOI: 10.1016/j.ejbt.2016.02.004] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022] Open
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21
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Dossa K, Wei X, Zhang Y, Fonceka D, Yang W, Diouf D, Liao B, Cissé N, Zhang X. Analysis of Genetic Diversity and Population Structure of Sesame Accessions from Africa and Asia as Major Centers of Its Cultivation. Genes (Basel) 2016; 7:genes7040014. [PMID: 27077887 PMCID: PMC4846844 DOI: 10.3390/genes7040014] [Citation(s) in RCA: 38] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/10/2015] [Revised: 03/29/2016] [Accepted: 03/30/2016] [Indexed: 11/18/2022] Open
Abstract
Sesame is an important oil crop widely cultivated in Africa and Asia. Understanding the genetic diversity of accessions from these continents is critical to designing breeding methods and for additional collection of sesame germplasm. To determine the genetic diversity in relation to geographical regions, 96 sesame accessions collected from 22 countries distributed over six geographic regions in Africa and Asia were genotyped using 33 polymorphic SSR markers. Large genetic variability was found within the germplasm collection. The total number of alleles was 137, averaging 4.15 alleles per locus. The accessions from Asia displayed more diversity than those from Africa. Accessions from Southern Asia (SAs), Eastern Asia (EAs), and Western Africa (WAf) were highly diversified, while those from Western Asia (WAs), Northern Africa (NAf), and Southeastern Africa (SAf) had the lowest diversity. The analysis of molecular variance revealed that more than 44% of the genetic variance was due to diversity among geographic regions. Five subpopulations, including three in Asia and two in Africa, were cross-identified through phylogenetic, PCA, and STRUCTURE analyses. Most accessions clustered in the same population based on their geographical origins. Our results provide technical guidance for efficient management of sesame genetic resources in breeding programs and further collection of sesame germplasm from these different regions.
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Affiliation(s)
- Komivi Dossa
- Key Laboratory of Biology and Genetic Improvement of Oil Crops, Ministry of Agriculture, Oil Crops Research Institute of the Chinese Academy of Agricultural Sciences, No. 2 Xudong 2nd Road, 430062 Wuhan, Hubei, China.
- Centre d'Etudes Régional pour l'Amélioration de l'Adaptation à la Sécheresse (CERAAS), BP 3320 Route de Khombole, Thiès 21000, Senegal.
| | - Xin Wei
- Key Laboratory of Biology and Genetic Improvement of Oil Crops, Ministry of Agriculture, Oil Crops Research Institute of the Chinese Academy of Agricultural Sciences, No. 2 Xudong 2nd Road, 430062 Wuhan, Hubei, China.
| | - Yanxin Zhang
- Key Laboratory of Biology and Genetic Improvement of Oil Crops, Ministry of Agriculture, Oil Crops Research Institute of the Chinese Academy of Agricultural Sciences, No. 2 Xudong 2nd Road, 430062 Wuhan, Hubei, China.
| | - Daniel Fonceka
- Centre d'Etudes Régional pour l'Amélioration de l'Adaptation à la Sécheresse (CERAAS), BP 3320 Route de Khombole, Thiès 21000, Senegal.
- Centre de coopération internationale en recherche agronomique pour le développement (CIRAD), UMR AGAP, F-34398 Montpellier, France.
| | - Wenjuan Yang
- Key Laboratory of Biology and Genetic Improvement of Oil Crops, Ministry of Agriculture, Oil Crops Research Institute of the Chinese Academy of Agricultural Sciences, No. 2 Xudong 2nd Road, 430062 Wuhan, Hubei, China.
| | - Diaga Diouf
- Laboratoire Campus de Biotechnologies Végétales, Département de Biologie Végétale, Faculté des Sciences et Techniques, Université Cheikh Anta Diop, BP 5005 Dakar-Fann, Dakar 107000, Senegal.
| | - Boshou Liao
- Key Laboratory of Biology and Genetic Improvement of Oil Crops, Ministry of Agriculture, Oil Crops Research Institute of the Chinese Academy of Agricultural Sciences, No. 2 Xudong 2nd Road, 430062 Wuhan, Hubei, China.
| | - Ndiaga Cissé
- Centre d'Etudes Régional pour l'Amélioration de l'Adaptation à la Sécheresse (CERAAS), BP 3320 Route de Khombole, Thiès 21000, Senegal.
| | - Xiurong Zhang
- Key Laboratory of Biology and Genetic Improvement of Oil Crops, Ministry of Agriculture, Oil Crops Research Institute of the Chinese Academy of Agricultural Sciences, No. 2 Xudong 2nd Road, 430062 Wuhan, Hubei, China.
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Campoy JA, Lerigoleur-Balsemin E, Christmann H, Beauvieux R, Girollet N, Quero-García J, Dirlewanger E, Barreneche T. Genetic diversity, linkage disequilibrium, population structure and construction of a core collection of Prunus avium L. landraces and bred cultivars. BMC PLANT BIOLOGY 2016; 16:49. [PMID: 26912051 PMCID: PMC4765145 DOI: 10.1186/s12870-016-0712-9] [Citation(s) in RCA: 50] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/22/2015] [Accepted: 01/11/2016] [Indexed: 05/18/2023]
Abstract
BACKGROUND Depiction of the genetic diversity, linkage disequilibrium (LD) and population structure is essential for the efficient organization and exploitation of genetic resources. The objectives of this study were to (i) to evaluate the genetic diversity and to detect the patterns of LD, (ii) to estimate the levels of population structure and (iii) to identify a 'core collection' suitable for association genetic studies in sweet cherry. RESULTS A total of 210 genotypes including modern cultivars and landraces from 16 countries were genotyped using the RosBREED cherry 6 K SNP array v1. Two groups, mainly bred cultivars and landraces, respectively, were first detected using STRUCTURE software and confirmed by Principal Coordinate Analysis (PCoA). Further analyses identified nine subgroups using STRUCTURE and Discriminant Analysis of Principal Components (DAPC). Several sub-groups correspond to different eco-geographic regions of landraces distribution. Linkage disequilibrium was evaluated showing lower values than in peach, the reference Prunus species. A 'core collection' containing 156 accessions was selected using the maximum length sub tree method. CONCLUSION The present study constitutes the first population genetics analysis in cultivated sweet cherry using a medium-density SNP (single nucleotide polymorphism) marker array. We provided estimations of linkage disequilibrium, genetic structure and the definition of a first INRA's Sweet Cherry core collection useful for breeding programs, germplasm management and association genetics studies.
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Affiliation(s)
- José Antonio Campoy
- INRA, UMR 1332 de Biologie du Fruit et Pathologie, F-33140, Villenave d'Ornon, France.
- University Bordeaux, UMR 1332 de Biologie du Fruit et Pathologie, F-33140, Villenave d'Ornon, France.
| | - Emilie Lerigoleur-Balsemin
- INRA, UMR 1332 de Biologie du Fruit et Pathologie, F-33140, Villenave d'Ornon, France.
- University Bordeaux, UMR 1332 de Biologie du Fruit et Pathologie, F-33140, Villenave d'Ornon, France.
- Current address: CNRS, UMR 5602 GEODE, Géographie de l'environnement, F-31058, Toulouse, France.
| | - Hélène Christmann
- INRA, UMR 1332 de Biologie du Fruit et Pathologie, F-33140, Villenave d'Ornon, France.
- University Bordeaux, UMR 1332 de Biologie du Fruit et Pathologie, F-33140, Villenave d'Ornon, France.
| | - Rémi Beauvieux
- INRA, UMR 1332 de Biologie du Fruit et Pathologie, F-33140, Villenave d'Ornon, France.
- University Bordeaux, UMR 1332 de Biologie du Fruit et Pathologie, F-33140, Villenave d'Ornon, France.
| | - Nabil Girollet
- INRA, UAR 0415 SDAR, Services Déconcentrés d'Appui à la Recherche, F 33140, Villenave d'Ornon, France.
- Current address: INRA, ISVV, UMR Ecophysiologie et Génomique Fonctionnelle de la Vigne, F 33140, Villenave d'Ornon, France.
| | - José Quero-García
- INRA, UMR 1332 de Biologie du Fruit et Pathologie, F-33140, Villenave d'Ornon, France.
- University Bordeaux, UMR 1332 de Biologie du Fruit et Pathologie, F-33140, Villenave d'Ornon, France.
| | - Elisabeth Dirlewanger
- INRA, UMR 1332 de Biologie du Fruit et Pathologie, F-33140, Villenave d'Ornon, France.
- University Bordeaux, UMR 1332 de Biologie du Fruit et Pathologie, F-33140, Villenave d'Ornon, France.
| | - Teresa Barreneche
- INRA, UMR 1332 de Biologie du Fruit et Pathologie, F-33140, Villenave d'Ornon, France.
- University Bordeaux, UMR 1332 de Biologie du Fruit et Pathologie, F-33140, Villenave d'Ornon, France.
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23
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Petti C, Hirano K, Stork J, DeBolt S. Mapping of a Cellulose-Deficient Mutant Named dwarf1-1 in Sorghum bicolor to the Green Revolution Gene gibberellin20-oxidase Reveals a Positive Regulatory Association between Gibberellin and Cellulose Biosynthesis. PLANT PHYSIOLOGY 2015; 169. [PMID: 26198258 PMCID: PMC4577427 DOI: 10.1104/pp.15.00928] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/05/2023]
Abstract
Here, we show a mechanism for expansion regulation through mutations in the green revolution gene gibberellin20 (GA20)-oxidase and show that GAs control biosynthesis of the plants main structural polymer cellulose. Within a 12,000 mutagenized Sorghum bicolor plant population, we identified a single cellulose-deficient and male gametophyte-dysfunctional mutant named dwarf1-1 (dwf1-1). Through the Sorghum propinquum male/dwf1-1 female F2 population, we mapped dwf1-1 to a frameshift in GA20-oxidase. Assessment of GAs in dwf1-1 revealed ablation of GA. GA ablation was antagonistic to the expression of three specific cellulose synthase genes resulting in cellulose deficiency and growth dwarfism, which were complemented by exogenous bioactive gibberellic acid application. Using quantitative polymerase chain reaction, we found that GA was positively regulating the expression of a subset of specific cellulose synthase genes. To cross reference data from our mapped Sorghum sp. allele with another monocotyledonous plant, a series of rice (Oryza sativa) mutants involved in GA biosynthesis and signaling were isolated, and these too displayed cellulose deficit. Taken together, data support a model whereby suppressed expansion in green revolution GA genes involves regulation of cellulose biosynthesis.
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Affiliation(s)
- Carloalberto Petti
- Department of Horticulture, University of Kentucky, Lexington, Kentucky 40546 (C.P., J.S., S.D.); andBioscience and Biotechnology Center, Nagoya University, Nagoya 464-8601, Japan (K.H.)
| | - Ko Hirano
- Department of Horticulture, University of Kentucky, Lexington, Kentucky 40546 (C.P., J.S., S.D.); andBioscience and Biotechnology Center, Nagoya University, Nagoya 464-8601, Japan (K.H.)
| | - Jozsef Stork
- Department of Horticulture, University of Kentucky, Lexington, Kentucky 40546 (C.P., J.S., S.D.); andBioscience and Biotechnology Center, Nagoya University, Nagoya 464-8601, Japan (K.H.)
| | - Seth DeBolt
- Department of Horticulture, University of Kentucky, Lexington, Kentucky 40546 (C.P., J.S., S.D.); andBioscience and Biotechnology Center, Nagoya University, Nagoya 464-8601, Japan (K.H.)
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Liu H, Liu H, Zhou L, Zhang Z, Zhang X, Wang M, Li H, Lin Z. Parallel Domestication of the Heading Date 1 Gene in Cereals. Mol Biol Evol 2015; 32:2726-37. [PMID: 26116860 DOI: 10.1093/molbev/msv148] [Citation(s) in RCA: 43] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022] Open
Abstract
Flowering time is one of the key determinants of crop adaptation to local environments during domestication. However, the genetic basis underlying flowering time is yet to be elucidated in most cereals. Although staple cereals, such as rice, maize, wheat, barley, and sorghum, have spread and adapted to a wide range of ecological environments during domestication, it is yet to be determined whether they have a common genetic basis for flowering time. In this study, we show, through map-based cloning, that flowering time in sorghum is controlled by a major quantitative trait locus (QTL) Heading Date 1 (HD1), located on chromosome 10. The causal gene encodes the CONSTANS gene family which contains a CCT domain. A 5-bp deletion of a minor allele present in the coding sequence leads to a gene frameshift that delays flowering in sorghum. In contrast, in foxtail millet, association mapping of HD1 showed a common causal site with a splicing variant from "GT" to "AT" that was highly correlated with flowering time. In addition, the rice HD1 gene is known to harbor several causal variants controlling flowering time. These data indicate that the major flowering time QTL HD1 was under parallel domestication in sorghum, foxtail millet, and rice. The pattern of common mixed minor, or even rare, causal alleles in HD1 across different species may be representative of the genetic basis of the domestication syndrome. Furthermore, large DNA sequence analysis of HD1 revealed multiple origins for domesticated sorghum and a single origin for domesticated foxtail millet.
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Affiliation(s)
- Huanhuan Liu
- Department of Plant Genetics and Breeding, National Maize Improvement Center, China Agricultural University, Beijing, China
| | - Hangqin Liu
- Department of Plant Genetics and Breeding, National Maize Improvement Center, China Agricultural University, Beijing, China
| | - Leina Zhou
- Department of Plant Genetics and Breeding, National Maize Improvement Center, China Agricultural University, Beijing, China
| | - Zhihai Zhang
- Department of Plant Genetics and Breeding, National Maize Improvement Center, China Agricultural University, Beijing, China
| | - Xuan Zhang
- Department of Plant Genetics and Breeding, National Maize Improvement Center, China Agricultural University, Beijing, China
| | - Mingli Wang
- Plant Genetic Resources Conservation Unit, USDA-ARS, Griffin, GA
| | - Haixia Li
- Department of Plant Genetics and Breeding, National Maize Improvement Center, China Agricultural University, Beijing, China
| | - Zhongwei Lin
- Department of Plant Genetics and Breeding, National Maize Improvement Center, China Agricultural University, Beijing, China
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25
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Zhang D, Kong W, Robertson J, Goff VH, Epps E, Kerr A, Mills G, Cromwell J, Lugin Y, Phillips C, Paterson AH. Genetic analysis of inflorescence and plant height components in sorghum (Panicoidae) and comparative genetics with rice (Oryzoidae). BMC PLANT BIOLOGY 2015; 15:107. [PMID: 25896918 PMCID: PMC4404672 DOI: 10.1186/s12870-015-0477-6] [Citation(s) in RCA: 40] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/02/2014] [Accepted: 03/19/2015] [Indexed: 05/19/2023]
Abstract
BACKGROUND Domestication has played an important role in shaping characteristics of the inflorescence and plant height in cultivated cereals. Taking advantage of meta-analysis of QTLs, phylogenetic analyses in 502 diverse sorghum accessions, GWAS in a sorghum association panel (n = 354) and comparative data, we provide insight into the genetic basis of the domestication traits in sorghum and rice. RESULTS We performed genome-wide association studies (GWAS) on 6 traits related to inflorescence morphology and 6 traits related to plant height in sorghum, comparing the genomic regions implicated in these traits by GWAS and QTL mapping, respectively. In a search for signatures of selection, we identify genomic regions that may contribute to sorghum domestication regarding plant height, flowering time and pericarp color. Comparative studies across taxa show functionally conserved 'hotspots' in sorghum and rice for awn presence and pericarp color that do not appear to reflect corresponding single genes but may indicate co-regulated clusters of genes. We also reveal homoeologous regions retaining similar functions for plant height and flowering time since genome duplication an estimated 70 million years ago or more in a common ancestor of cereals. In most such homoeologous QTL pairs, only one QTL interval exhibits strong selection signals in modern sorghum. CONCLUSIONS Intersections among QTL, GWAS and comparative data advance knowledge of genetic determinants of inflorescence and plant height components in sorghum, and add new dimensions to comparisons between sorghum and rice.
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Affiliation(s)
- Dong Zhang
- Plant Genome Mapping Laboratory, University of Georgia, Athens, GA, 30602, USA.
- Institute of Bioinformatics, University of Georgia, Athens, GA, 30602, USA.
| | - Wenqian Kong
- Plant Genome Mapping Laboratory, University of Georgia, Athens, GA, 30602, USA.
- Department of Crop and Soil Sciences, University of Georgia, Athens, GA, 30602, USA.
| | - Jon Robertson
- Plant Genome Mapping Laboratory, University of Georgia, Athens, GA, 30602, USA.
| | - Valorie H Goff
- Plant Genome Mapping Laboratory, University of Georgia, Athens, GA, 30602, USA.
| | - Ethan Epps
- Plant Genome Mapping Laboratory, University of Georgia, Athens, GA, 30602, USA.
| | - Alexandra Kerr
- Plant Genome Mapping Laboratory, University of Georgia, Athens, GA, 30602, USA.
| | - Gabriel Mills
- Plant Genome Mapping Laboratory, University of Georgia, Athens, GA, 30602, USA.
| | - Jay Cromwell
- Plant Genome Mapping Laboratory, University of Georgia, Athens, GA, 30602, USA.
| | - Yelena Lugin
- Plant Genome Mapping Laboratory, University of Georgia, Athens, GA, 30602, USA.
| | - Christine Phillips
- Plant Genome Mapping Laboratory, University of Georgia, Athens, GA, 30602, USA.
| | - Andrew H Paterson
- Plant Genome Mapping Laboratory, University of Georgia, Athens, GA, 30602, USA.
- Institute of Bioinformatics, University of Georgia, Athens, GA, 30602, USA.
- Department of Crop and Soil Sciences, University of Georgia, Athens, GA, 30602, USA.
- Department of Plant Biology, University of Georgia, Athens, GA, 30602, USA.
- Department of Genetics, University of Georgia, Athens, GA, 30602, USA.
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26
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Ethnolinguistic structuring of sorghum genetic diversity in Africa and the role of local seed systems. Proc Natl Acad Sci U S A 2014; 111:14100-5. [PMID: 25225391 DOI: 10.1073/pnas.1401646111] [Citation(s) in RCA: 27] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
Abstract
Sorghum is a drought-tolerant crop with a vital role in the livelihoods of millions of people in marginal areas. We examined genetic structure in this diverse crop in Africa. On the continent-wide scale, we identified three major sorghum populations (Central, Southern, and Northern) that are associated with the distribution of ethnolinguistic groups on the continent. The codistribution of the Central sorghum population and the Nilo-Saharan language family supports a proposed hypothesis about a close and causal relationship between the distribution of sorghum and languages in the region between the Chari and the Nile rivers. The Southern sorghum population is associated with the Bantu languages of the Niger-Congo language family, in agreement with the farming-language codispersal hypothesis as it has been related to the Bantu expansion. The Northern sorghum population is distributed across early Niger-Congo and Afro-Asiatic language family areas with dry agroclimatic conditions. At a finer geographic scale, the genetic substructure within the Central sorghum population is associated with language-group expansions within the Nilo-Saharan language family. A case study of the seed system of the Pari people, a Western-Nilotic ethnolinguistic group, provides a window into the social and cultural factors involved in generating and maintaining the continent-wide diversity patterns. The age-grade system, a cultural institution important for the expansive success of this ethnolinguistic group in the past, plays a central role in the management of sorghum landraces and continues to underpin the resilience of their traditional seed system.
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27
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Leiser WL, Rattunde HFW, Weltzien E, Cisse N, Abdou M, Diallo A, Tourè AO, Magalhaes JV, Haussmann BIG. Two in one sweep: aluminum tolerance and grain yield in P-limited soils are associated to the same genomic region in West African sorghum. BMC PLANT BIOLOGY 2014; 14:206. [PMID: 25112843 PMCID: PMC4256928 DOI: 10.1186/s12870-014-0206-6] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/20/2014] [Accepted: 07/22/2014] [Indexed: 05/03/2023]
Abstract
BACKGROUND Sorghum (Sorghum bicolor L. Moench) productivity is severely impeded by low phosphorus (P) and aluminum (Al) toxic soils in sub-Saharan Africa and especially West Africa (WA). Improving productivity of this staple crop under these harsh conditions is crucial to improve food security and farmer's incomes in WA. RESULTS This is the first study to examine the genetics underlying sorghum adaptation to phosphorus limitation in a wide range of WA growing conditions. A set of 187 diverse sorghum genotypes were grown in 29 -P and + P field experiments from 2006-2012 in three WA countries. Sorghum grain yield performance under -P and + P conditions was highly correlated (r = 0.85***). Significant genotype-by-phosphorus interaction was detected but with small magnitude compared to the genotype variance component. We observed high genetic diversity within our panel, with rapid linkage disequilibrium decay, confirming recent sequence based studies in sorghum. Using genome wide association mapping based on 220 934 SNPs we identified one genomic region on chromosome 3 that was highly associated to grain yield production. A major Al-tolerance gene in sorghum, SbMATE, was collocated in this region and SbMATE specific SNPs showed very high associations to grain yield production, especially under -P conditions, explaining up to 16% of the genotypic variance. CONCLUSION The results suggest that SbMATE has a possible pleiotropic role in providing tolerance to two of the most serious abiotic stresses for sorghum in WA, Al toxicity and P deficiency. The identified SNPs can help accelerate breeding for increased sorghum productivity under unfavorable soil conditions and contribute to assuring food security in WA.
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Affiliation(s)
- Willmar L Leiser
- />Institute of Plant Breeding, Seed Science and Population Genetics, University of Hohenheim, Fruwirthstr. 21, 70599 Stuttgart, Germany
- />International Crops Research Institute for the Semi-Arid Tropics, P 320, Bamako, Mali
| | | | - Eva Weltzien
- />International Crops Research Institute for the Semi-Arid Tropics, P 320, Bamako, Mali
| | - Ndiaga Cisse
- />Institut Sénégalais de Recherches Agricoles, BP 3320, Thiès, Senegal
| | - Magagi Abdou
- />Institut National de la Recherche Agronomique, CERRA de Maradi, BP 240, Maradi, Niger
| | | | | | - Jurandir V Magalhaes
- />Embrapa Maize and Sorghum, Rod. MG 424, Km 65, 35701-970 Sete Lagoas, Minas Gerais Brazil
| | - Bettina IG Haussmann
- />Institute of Plant Breeding, Seed Science and Population Genetics, University of Hohenheim, Fruwirthstr. 21, 70599 Stuttgart, Germany
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28
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Labeyrie V, Deu M, Barnaud A, Calatayud C, Buiron M, Wambugu P, Manel S, Glaszmann JC, Leclerc C. Influence of ethnolinguistic diversity on the sorghum genetic patterns in subsistence farming systems in eastern Kenya. PLoS One 2014; 9:e92178. [PMID: 24637745 PMCID: PMC3956919 DOI: 10.1371/journal.pone.0092178] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2013] [Accepted: 02/20/2014] [Indexed: 11/26/2022] Open
Abstract
Understanding the effects of actions undertaken by human societies on crop evolution processes is a major challenge for the conservation of genetic resources. This study investigated the mechanisms whereby social boundaries associated with patterns of ethnolinguistic diversity have influenced the on-farm distribution of sorghum diversity. Social boundaries limit the diffusion of planting material, practices and knowledge, thus shaping crop diversity in situ. To assess the effect of social boundaries, this study was conducted in the contact zone between the Chuka, Mbeere and Tharaka ethnolinguistic groups in eastern Kenya. Sorghum varieties were inventoried and samples collected in 130 households. In all, 297 individual plants derived from seeds collected under sixteen variety names were characterized using a set of 18 SSR molecular markers and 15 morphological descriptors. The genetic structure was investigated using both a Bayesian assignment method and distance-based clustering. Principal Coordinates Analysis was used to describe the structure of the morphological diversity of the panicles. The distribution of the varieties and the main genetic clusters across ethnolinguistic groups was described using a non-parametric MANOVA and pairwise Fisher tests. The spatial distribution of landrace names and the overall genetic spatial patterns were significantly correlated with ethnolinguistic partition. However, the genetic structure inferred from molecular makers did not discriminate the short-cycle landraces despite their morphological distinctness. The cases of two improved varieties highlighted possible fates of improved materials. The most recent one was often given the name of local landraces. The second one, that was introduced a dozen years ago, displays traces of admixture with local landraces with differential intensity among ethnic groups. The patterns of congruence or discordance between the nomenclature of farmers’ varieties and the structure of both genetic and morphological diversity highlight the effects of the social organization of communities on the diffusion of seed, practices, and variety nomenclature.
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Affiliation(s)
| | | | | | | | | | | | - Stéphanie Manel
- UMR LPED, Université Aix-Marseille/IRD, Marseille, France
- UMR AMAP, CIRAD, Montpellier, France
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29
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Single-nucleotide polymorphism markers from de-novo assembly of the pomegranate transcriptome reveal germplasm genetic diversity. PLoS One 2014; 9:e88998. [PMID: 24558460 PMCID: PMC3928336 DOI: 10.1371/journal.pone.0088998] [Citation(s) in RCA: 37] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/08/2013] [Accepted: 01/10/2014] [Indexed: 12/31/2022] Open
Abstract
Pomegranate is a valuable crop that is grown commercially in many parts of the world. Wild species have been reported from India, Turkmenistan and Socotra. Pomegranate fruit has a variety of health-beneficial qualities. However, despite this crop's importance, only moderate effort has been invested in studying its biochemical or physiological properties or in establishing genomic and genetic infrastructures. In this study, we reconstructed a transcriptome from two phenotypically different accessions using 454-GS-FLX Titanium technology. These data were used to explore the functional annotation of 45,187 fully annotated contigs. We further compiled a genetic-variation resource of 7,155 simple-sequence repeats (SSRs) and 6,500 single-nucleotide polymorphisms (SNPs). A subset of 480 SNPs was sampled to investigate the genetic structure of the broad pomegranate germplasm collection at the Agricultural Research Organization (ARO), which includes accessions from different geographical areas worldwide. This subset of SNPs was found to be polymorphic, with 10.7% loci with minor allele frequencies of (MAF<0.05). These SNPs were successfully used to classify the ARO pomegranate collection into two major groups of accessions: one from India, China and Iran, composed of mainly unknown country origin and which was more of an admixture than the other major group, composed of accessions mainly from the Mediterranean basin, Central Asia and California. This study establishes a high-throughput transcriptome and genetic-marker infrastructure. Moreover, it sheds new light on the genetic interrelations between pomegranate species worldwide and more accurately defines their genetic nature.
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30
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Caniato FF, Hamblin MT, Guimaraes CT, Zhang Z, Schaffert RE, Kochian LV, Magalhaes JV. Association mapping provides insights into the origin and the fine structure of the sorghum aluminum tolerance locus, AltSB. PLoS One 2014; 9:e87438. [PMID: 24498106 PMCID: PMC3907521 DOI: 10.1371/journal.pone.0087438] [Citation(s) in RCA: 34] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2013] [Accepted: 12/24/2013] [Indexed: 11/18/2022] Open
Abstract
Root damage caused by aluminum (Al) toxicity is a major cause of grain yield reduction on acid soils, which are prevalent in tropical and subtropical regions of the world where food security is most tenuous. In sorghum, Al tolerance is conferred by SbMATE, an Al-activated root citrate efflux transporter that underlies the major Al tolerance locus, AltSB, on sorghum chromosome 3. We used association mapping to gain insights into the origin and evolution of Al tolerance in sorghum and to detect functional variants amenable to allele mining applications. Linkage disequilibrium across the AltSB locus decreased much faster than in previous reports in sorghum, and reached basal levels at approximately 1000 bp. Accordingly, intra-locus recombination events were found to be extensive. SNPs and indels highly associated with Al tolerance showed a narrow frequency range, between 0.06 and 0.1, suggesting a rather recent origin of Al tolerance mutations within AltSB. A haplotype network analysis suggested a single geographic and racial origin of causative mutations in primordial guinea domesticates in West Africa. Al tolerance assessment in accessions harboring recombinant haplotypes suggests that causative polymorphisms are localized to a ∼6 kb region including intronic polymorphisms and a transposon (MITE) insertion, whose size variation has been shown to be positively correlated with Al tolerance. The SNP with the strongest association signal, located in the second SbMATE intron, recovers 9 of the 14 highly Al tolerant accessions and 80% of all the Al tolerant and intermediately tolerant accessions in the association panel. Our results also demonstrate the pivotal importance of knowledge on the origin and evolution of Al tolerance mutations in molecular breeding applications. Allele mining strategies based on associated loci are expected to lead to the efficient identification, in diverse sorghum germplasm, of Al tolerant accessions able maintain grain yields under Al toxicity.
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Affiliation(s)
| | - Martha T. Hamblin
- Institute for Genomic Diversity, Cornell University, Ithaca, New York, United States of America
| | | | - Zhiwu Zhang
- Institute for Genomic Diversity, Cornell University, Ithaca, New York, United States of America
| | | | - Leon V. Kochian
- Robert W. Holley Center for Agriculture and Health, U.S. Department of Agriculture – Agricultural Research Service, Cornell University, Ithaca, New York, United States of America
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Ramu P, Billot C, Rami JF, Senthilvel S, Upadhyaya HD, Ananda Reddy L, Hash CT. Assessment of genetic diversity in the sorghum reference set using EST-SSR markers. TAG. THEORETICAL AND APPLIED GENETICS. THEORETISCHE UND ANGEWANDTE GENETIK 2013; 126:2051-64. [PMID: 23708149 DOI: 10.1007/s00122-013-2117-6] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/15/2012] [Accepted: 05/08/2013] [Indexed: 05/09/2023]
Abstract
Selection and use of genetically diverse genotypes are key factors in any crop breeding program to develop cultivars with a broad genetic base. Molecular markers play a major role in selecting diverse genotypes. In the present study, a reference set representing a wide range of sorghum genetic diversity was screened with 40 EST-SSR markers to validate both the use of these markers for genetic structure analyses and the population structure of this set. Grouping of accessions is identical in distance-based and model-based clustering methods. Genotypes were grouped primarily based on race within the geographic origins. Accessions derived from the African continent contributed 88.6 % of alleles confirming the African origin of sorghum. In total, 360 alleles were detected in the reference set with an average of 9 alleles per marker. The average PIC value was 0.5230 with a range of 0.1379-0.9483. Sub-race, guinea margaritiferum (Gma) from West Africa formed a separate cluster in close proximity to wild accessions suggesting that the Gma group represents an independent domestication event. Guineas from India and Western Africa formed two distinct clusters. Accessions belongs to the kafir race formed the most homogeneous group as observed in earlier studies. This analysis suggests that the EST-SSR markers used in the present study have greater discriminating power than the genomic SSRs. Genetic variance within the subpopulations was very high (71.7 %) suggesting that the germplasm lines included in the set are more diverse. Thus, this reference set representing the global germplasm is an ideal material for the breeding community, serving as a community resource for trait-specific allele mining as well as genome-wide association mapping.
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Affiliation(s)
- P Ramu
- International Crops Research Institute for the Semi-Arid Tropics, Hyderabad, Andhra Pradesh, India.
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