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Kang X, Gao W, Cui B, El-Aty AMA. Structure and genetic regulation of starch formation in sorghum (Sorghum bicolor (L.) Moench) endosperm: A review. Int J Biol Macromol 2023; 239:124315. [PMID: 37023877 DOI: 10.1016/j.ijbiomac.2023.124315] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2022] [Revised: 03/27/2023] [Accepted: 03/30/2023] [Indexed: 04/08/2023]
Abstract
This review focuses on the structure and genetic regulation of starch formation in sorghum (Sorghum bicolor (L.) Moench) endosperm. Sorghum is an important cereal crop that is well suited to grow in regions with high temperatures and limited water resources due to its C4 metabolism. The endosperm of sorghum kernels is a rich source of starch, which is composed of two main components: amylose and amylopectin. The synthesis of starch in sorghum endosperm involves multiple enzymatic reactions, which are regulated by complex genetic and environmental factors. Recent research has identified several genes involved in the regulation of starch synthesis in sorghum endosperm. In addition, the structure and properties of sorghum starch can also be influenced by environmental factors such as temperature, water availability, and soil nutrients. A better understanding of the structure and genetic regulation of starch formation in sorghum endosperm can have important implications for the development of sorghum-based products with improved quality and nutritional value. This review provides a comprehensive summary of the current knowledge on the structure and genetic regulation of starch formation in sorghum endosperm and highlights the potential for future research to further improve our understanding of this important process.
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Affiliation(s)
- Xuemin Kang
- State Key Laboratory of Biobased Material and Green Papermaking, Qilu University of Technology, Shandong Academy of Sciences, Jinan 250353, China; School of Food Science and Engineering, Qilu University of Technology, Shandong Academy of Sciences, Jinan, Shandong 250353, China; Department of Food Science and Engineering, Shandong Agricultural University, Taian 271018, China
| | - Wei Gao
- State Key Laboratory of Biobased Material and Green Papermaking, Qilu University of Technology, Shandong Academy of Sciences, Jinan 250353, China; School of Food Science and Engineering, Qilu University of Technology, Shandong Academy of Sciences, Jinan, Shandong 250353, China
| | - Bo Cui
- State Key Laboratory of Biobased Material and Green Papermaking, Qilu University of Technology, Shandong Academy of Sciences, Jinan 250353, China; School of Food Science and Engineering, Qilu University of Technology, Shandong Academy of Sciences, Jinan, Shandong 250353, China; Department of Food Science and Engineering, Shandong Agricultural University, Taian 271018, China.
| | - A M Abd El-Aty
- State Key Laboratory of Biobased Material and Green Papermaking, Qilu University of Technology, Shandong Academy of Sciences, Jinan 250353, China; Department of Pharmacology, Faculty of Veterinary Medicine, Cairo University, 12211 Giza, Egypt; Department of Medical Pharmacology, Medical Faculty, Ataturk University, 25240 Erzurum, Turkey
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Bernardino KC, de Menezes CB, de Sousa SM, Guimarães CT, Carneiro PCS, Schaffert RE, Kochian LV, Hufnagel B, Pastina MM, Magalhaes JV. Association mapping and genomic selection for sorghum adaptation to tropical soils of Brazil in a sorghum multiparental random mating population. TAG. THEORETICAL AND APPLIED GENETICS. THEORETISCHE UND ANGEWANDTE GENETIK 2021; 134:295-312. [PMID: 33052425 DOI: 10.1007/s00122-020-03697-8] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/17/2019] [Accepted: 09/28/2020] [Indexed: 06/11/2023]
Abstract
A multiparental random mating population used in sorghum breeding is amenable for the detection of QTLs related to tropical soil adaptation, fine mapping of underlying genes and genomic selection approaches. Tropical soils where low phosphorus (P) and aluminum (Al) toxicity limit sorghum [Sorghum bicolor (L.) Moench] production are widespread in the developing world. We report on BRP13R, a multiparental random mating population (MP-RMP), which is commonly used in sorghum recurrent selection targeting tropical soil adaptation. Recombination dissipated much of BRP13R's likely original population structure and average linkage disequilibrium (LD) persisted up to 2.5 Mb, establishing BRP13R as a middle ground between biparental populations and sorghum association panels. Genome-wide association mapping (GWAS) identified conserved QTL from previous studies, such as for root morphology and grain yield under low-P, and indicated the importance of dominance in the genetic architecture of grain yield. By overlapping consensus QTL regions, we mapped two candidate P efficiency genes to a ~ 5 Mb region on chromosomes 6 (ALMT) and 9 (PHO2). Remarkably, we find that only 200 progeny genotyped with ~ 45,000 markers in BRP13R can lead to GWAS-based positional cloning of naturally rare, subpopulation-specific alleles, such as for SbMATE-conditioned Al tolerance. Genomic selection was found to be useful in such MP-RMP, particularly if markers in LD with major genes are fitted as fixed effects into GBLUP models accommodating dominance. Shifts in allele frequencies in progeny contrasting for grain yield indicated that intermediate to minor-effect genes on P efficiency, such as SbPSTOL1 genes, can be employed in pre-breeding via allele mining in the base population. Therefore, MP-RMPs such as BRP13R emerge as multipurpose resources for efficient gene discovery and deployment for breeding sorghum cultivars adapted to tropical soils.
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Affiliation(s)
- Karine C Bernardino
- Universidade Federal de Viçosa, Avenida Peter Henry Rolfs, s/n, Viçosa, MG, 36570-900, Brazil
- Embrapa Milho e Sorgo, Rodovia MG 424 km 65, Sete Lagoas, MG, 35701-970, Brazil
| | - Cícero B de Menezes
- Embrapa Milho e Sorgo, Rodovia MG 424 km 65, Sete Lagoas, MG, 35701-970, Brazil
| | - Sylvia M de Sousa
- Embrapa Milho e Sorgo, Rodovia MG 424 km 65, Sete Lagoas, MG, 35701-970, Brazil
| | - Claudia T Guimarães
- Embrapa Milho e Sorgo, Rodovia MG 424 km 65, Sete Lagoas, MG, 35701-970, Brazil
| | - Pedro C S Carneiro
- Universidade Federal de Viçosa, Avenida Peter Henry Rolfs, s/n, Viçosa, MG, 36570-900, Brazil
| | - Robert E Schaffert
- Embrapa Milho e Sorgo, Rodovia MG 424 km 65, Sete Lagoas, MG, 35701-970, Brazil
| | - Leon V Kochian
- Global Institute for Food Security, University of Saskatchewan, Saskatoon, SK, S7N 4J8, Canada
| | - Barbara Hufnagel
- Embrapa Milho e Sorgo, Rodovia MG 424 km 65, Sete Lagoas, MG, 35701-970, Brazil
- BPMP, CNRS, INRAE, SupAgro, University of Montpellier, 34060, Montpellier, France
| | - Maria Marta Pastina
- Embrapa Milho e Sorgo, Rodovia MG 424 km 65, Sete Lagoas, MG, 35701-970, Brazil.
| | - Jurandir V Magalhaes
- Embrapa Milho e Sorgo, Rodovia MG 424 km 65, Sete Lagoas, MG, 35701-970, Brazil.
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Griebel S, Westerman RP, Adeyanju A, Addo-Quaye C, Craig BA, Weil CF, Cunningham SM, Patel B, Campanella OH, Tuinstra MR. Mutations in sorghum SBEIIb and SSIIa affect alkali spreading value, starch composition, thermal properties and flour viscosity. TAG. THEORETICAL AND APPLIED GENETICS. THEORETISCHE UND ANGEWANDTE GENETIK 2019; 132:3357-3374. [PMID: 31624872 PMCID: PMC6820604 DOI: 10.1007/s00122-019-03430-0] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/03/2019] [Accepted: 09/17/2019] [Indexed: 05/27/2023]
Abstract
Seven novel alleles of SBEIIb and one allele of SSIIa co-segregated with the ASV phenotype and contributed to distinct starch quality traits important for food-processing applications. Sorghum is an important food crop for millions of people in Africa and Asia. Whole-genome re-sequencing of sorghum EMS mutants exhibiting an alkali spreading value (ASV) phenotype revealed candidate SNPs in Sobic.004G163700 and Sobic.010G093400. Comparative genomics identified Sobic.010G093400 as a starch synthase IIa and Sobic.004G163700 as a starch branching enzyme IIb. Segregation analyses showed that mutations in Sobic.010G093400 or Sobic.004G163700 co-segregated with the ASV phenotype. Mutants in SSIIa exhibited no change in amylose content but expressed lower final viscosity and lower starch gelatinization temperature (GT) than starches from non-mutant plants. The sbeIIb mutants exhibited significantly higher amylose levels and starch GT and lower viscosity compared to non-mutant starches and ssIIa mutants. Mutations in SBEIIb had a dosage-dependent effect on amylose content. Double mutants of sbeIIb and ssIIa resembled their sbeIIb parent in amylose content, starch thermal properties and viscosity profiles. These variants will provide opportunities to produce sorghum varieties with modified starch end-use qualities important for the beer brewing and baking industries and specialty foods for humans with diabetes.
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Affiliation(s)
- Stefanie Griebel
- Department of Agronomy, Purdue University, Lilly Hall of Life Sciences, 915 W State Street, West Lafayette, IN, 47907, USA
| | - Richard P Westerman
- College of Agriculture Administration, Purdue University, West Lafayette, IN, 47907, USA
| | - Adedayo Adeyanju
- Department of Agronomy, Purdue University, Lilly Hall of Life Sciences, 915 W State Street, West Lafayette, IN, 47907, USA
| | - Charles Addo-Quaye
- Division Natural Sciences and Mathematics, Lewis-Clark State College, Lewiston, ID, 83501, USA
| | - Bruce A Craig
- Department of Statistics, Purdue University, West Lafayette, IN, 47907, USA
| | - Clifford F Weil
- Department of Agronomy, Purdue University, Lilly Hall of Life Sciences, 915 W State Street, West Lafayette, IN, 47907, USA
| | - Suzanne M Cunningham
- Department of Agronomy, Purdue University, Lilly Hall of Life Sciences, 915 W State Street, West Lafayette, IN, 47907, USA
| | - Bhavesh Patel
- Whistler Carbohydrate Research Center, Purdue University, West Lafayette, IN, 47907, USA
| | - Osvaldo H Campanella
- Whistler Carbohydrate Research Center, Purdue University, West Lafayette, IN, 47907, USA
- Department of Food Science and Technology, The Ohio State University, Columbus, OH, 43210-1007, USA
| | - Mitchell R Tuinstra
- Department of Agronomy, Purdue University, Lilly Hall of Life Sciences, 915 W State Street, West Lafayette, IN, 47907, USA.
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Deleterious Mutation Burden and Its Association with Complex Traits in Sorghum ( Sorghum bicolor). Genetics 2019; 211:1075-1087. [PMID: 30622134 PMCID: PMC6404259 DOI: 10.1534/genetics.118.301742] [Citation(s) in RCA: 32] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2018] [Accepted: 12/22/2018] [Indexed: 11/18/2022] Open
Abstract
Sorghum (Sorghum bicolor (L.) Moench) is a major staple food cereal for millions of people worldwide. Valluru et al. identify putative deleterious mutations among ∼5.5M segregating variants of 229 diverse sorghum... Sorghum (Sorghum bicolor L.) is a major food cereal for millions of people worldwide. The sorghum genome, like other species, accumulates deleterious mutations, likely impacting its fitness. The lack of recombination, drift, and the coupling with favorable loci impede the removal of deleterious mutations from the genome by selection. To study how deleterious variants impact phenotypes, we identified putative deleterious mutations among ∼5.5 M segregating variants of 229 diverse biomass sorghum lines. We provide the whole-genome estimate of the deleterious burden in sorghum, showing that ∼33% of nonsynonymous substitutions are putatively deleterious. The pattern of mutation burden varies appreciably among racial groups. Across racial groups, the mutation burden correlated negatively with biomass, plant height, specific leaf area (SLA), and tissue starch content (TSC), suggesting that deleterious burden decreases trait fitness. Putatively deleterious variants explain roughly one-half of the genetic variance. However, there is only moderate improvement in total heritable variance explained for biomass (7.6%) and plant height (average of 3.1% across all stages). There is no advantage in total heritable variance for SLA and TSC. The contribution of putatively deleterious variants to phenotypic diversity therefore appears to be dependent on the genetic architecture of traits. Overall, these results suggest that incorporating putatively deleterious variants into genomic models slightly improves prediction accuracy because of extensive linkage. Knowledge of deleterious variants could be leveraged for sorghum breeding through either genome editing and/or conventional breeding that focuses on the selection of progeny with fewer deleterious alleles.
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Yan S, Wang L, Zhao L, Wang H, Wang D. Evaluation of Genetic Variation among Sorghum Varieties from Southwest China via Genome Resequencing. THE PLANT GENOME 2018; 11:170098. [PMID: 30512039 DOI: 10.3835/plantgenome2017.11.0098] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/22/2023]
Abstract
Little is known regarding genomic variation among glutinous sorghum [ (L.) Moench] varieties grown in southwest China, which are primarily used to brew the popular Jiang-flavor liquor. This study evaluated genomic variation among six representative sorghum accessions via whole-genome resequencing. The evaluation revealed 2365,363 single-nucleotide polymorphisms (SNPs), 394,365 insertions and deletions, and 47,567 copy number variations among the six genomes. Chromosomes 5 and 10 showed relatively high SNP densities, whereas whole-genome diversity in this population was low. In addition, some chromosomal loci exhibited obvious selection during the breeding process. Sorghum accessions from southwest China formed an elite germplasm population compared with the findings of other geographic populations, and the elite variety 'Hongyingzi' contained 79 unique genes primarily involved in basic metabolism. The six sorghum lines contained a large number of high-confidence genes, with Hongyingzi in particular possessing 104 unique genes. These findings advance our understanding of domestication of the sorghum genome, and Chinese sorghum accessions will be valuable resources for further research and breeding improvements.
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Bitocchi E, Rau D, Bellucci E, Rodriguez M, Murgia ML, Gioia T, Santo D, Nanni L, Attene G, Papa R. Beans ( Phaseolus ssp.) as a Model for Understanding Crop Evolution. FRONTIERS IN PLANT SCIENCE 2017; 8:722. [PMID: 28533789 PMCID: PMC5420584 DOI: 10.3389/fpls.2017.00722] [Citation(s) in RCA: 86] [Impact Index Per Article: 12.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/31/2016] [Accepted: 04/19/2017] [Indexed: 05/03/2023]
Abstract
Here, we aim to provide a comprehensive and up-to-date overview of the most significant outcomes in the literature regarding the origin of Phaseolus genus, the geographical distribution of the wild species, the domestication process, and the wide spread out of the centers of origin. Phaseolus can be considered as a unique model for the study of crop evolution, and in particular, for an understanding of the convergent phenotypic evolution that occurred under domestication. The almost unique situation that characterizes the Phaseolus genus is that five of its ∼70 species have been domesticated (i.e., Phaseolus vulgaris, P. coccineus, P. dumosus, P. acutifolius, and P. lunatus), and in addition, for P. vulgaris and P. lunatus, the wild forms are distributed in both Mesoamerica and South America, where at least two independent and isolated episodes of domestication occurred. Thus, at least seven independent domestication events occurred, which provides the possibility to unravel the genetic basis of the domestication process not only among species of the same genus, but also between gene pools within the same species. Along with this, other interesting features makes Phaseolus crops very useful in the study of evolution, including: (i) their recent divergence, and the high level of collinearity and synteny among their genomes; (ii) their different breeding systems and life history traits, from annual and autogamous, to perennial and allogamous; and (iii) their adaptation to different environments, not only in their centers of origin, but also out of the Americas, following their introduction and wide spread through different countries. In particular for P. vulgaris this resulted in the breaking of the spatial isolation of the Mesoamerican and Andean gene pools, which allowed spontaneous hybridization, thus increasing of the possibility of novel genotypes and phenotypes. This knowledge that is associated to the genetic resources that have been conserved ex situ and in situ represents a crucial tool in the hands of researchers, to preserve and evaluate this diversity, and at the same time, to identify the genetic basis of adaptation and to develop new improved varieties to tackle the challenges of climate change, and food security and sustainability.
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Affiliation(s)
- Elena Bitocchi
- Department of Agricultural, Food and Environmental Sciences, Marche Polytechnic UniversityAncona, Italy
| | - Domenico Rau
- Department of Agriculture, University of SassariSassari, Italy
| | - Elisa Bellucci
- Department of Agricultural, Food and Environmental Sciences, Marche Polytechnic UniversityAncona, Italy
| | | | - Maria L. Murgia
- Department of Agriculture, University of SassariSassari, Italy
| | - Tania Gioia
- School of Agricultural, Forestry, Food and Environmental Sciences, University of BasilicataPotenza, Italy
| | - Debora Santo
- Department of Agricultural, Food and Environmental Sciences, Marche Polytechnic UniversityAncona, Italy
| | - Laura Nanni
- Department of Agricultural, Food and Environmental Sciences, Marche Polytechnic UniversityAncona, Italy
| | - Giovanna Attene
- Department of Agriculture, University of SassariSassari, Italy
| | - Roberto Papa
- Department of Agricultural, Food and Environmental Sciences, Marche Polytechnic UniversityAncona, Italy
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Bitocchi E, Rau D, Benazzo A, Bellucci E, Goretti D, Biagetti E, Panziera A, Laidò G, Rodriguez M, Gioia T, Attene G, McClean P, Lee RK, Jackson SA, Bertorelle G, Papa R. High Level of Nonsynonymous Changes in Common Bean Suggests That Selection under Domestication Increased Functional Diversity at Target Traits. FRONTIERS IN PLANT SCIENCE 2017; 7:2005. [PMID: 28111584 PMCID: PMC5216878 DOI: 10.3389/fpls.2016.02005] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/15/2016] [Accepted: 12/16/2016] [Indexed: 05/05/2023]
Abstract
Crop species have been deeply affected by the domestication process, and there have been many efforts to identify selection signatures at the genome level. This knowledge will help geneticists to better understand the evolution of organisms, and at the same time, help breeders to implement successful breeding strategies. Here, we focused on domestication in the Mesoamerican gene pool of Phaseolus vulgaris by sequencing 49 gene fragments from a sample of 45 P. vulgaris wild and domesticated accessions, and as controls, two accessions each of the closely related species Phaseolus coccineus and Phaseolus dumosus. An excess of nonsynonymous mutations within the domesticated germplasm was found. Our data suggest that the cost of domestication alone cannot explain fully this finding. Indeed, the significantly higher frequency of polymorphisms in the coding regions observed only in the domesticated plants (compared to noncoding regions), the fact that these mutations were mostly nonsynonymous and appear to be recently derived mutations, and the investigations into the functions of their relative genes (responses to biotic and abiotic stresses), support a scenario that involves new functional mutations selected for adaptation during domestication. Moreover, consistent with this hypothesis, selection analysis and the possibility to compare data obtained for the same genes in different studies of varying sizes, data types, and methodologies allowed us to identify four genes that were strongly selected during domestication. Each selection candidate is involved in plant resistance/tolerance to abiotic stresses, such as heat, drought, and salinity. Overall, our study suggests that domestication acted to increase functional diversity at target loci, which probably controlled traits related to expansion and adaptation to new agro-ecological growing conditions.
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Affiliation(s)
- Elena Bitocchi
- Department of Agricultural, Food and Environmental Sciences, Università Politecnica delle MarcheAncona, Italy
| | - Domenico Rau
- Department of Agriculture, Università degli Studi di SassariSassari, Italy
| | - Andrea Benazzo
- Department of Life Sciences and Biotechnology, Università degli Studi di FerraraFerrara, Italy
| | - Elisa Bellucci
- Department of Agricultural, Food and Environmental Sciences, Università Politecnica delle MarcheAncona, Italy
| | - Daniela Goretti
- Department of Agricultural, Food and Environmental Sciences, Università Politecnica delle MarcheAncona, Italy
- Department of Plant Physiology, Umeå Plant Science Centre, Umeå UniversityUmeå, Sweden
| | - Eleonora Biagetti
- Department of Agricultural, Food and Environmental Sciences, Università Politecnica delle MarcheAncona, Italy
| | - Alex Panziera
- Department of Life Sciences and Biotechnology, Università degli Studi di FerraraFerrara, Italy
| | - Giovanni Laidò
- Consiglio per la Ricerca in Agricoltura e l'Analisi dell'Economia Agraria, Centro di Ricerca per la CerealicolturaFoggia, Italy
| | - Monica Rodriguez
- Department of Agriculture, Università degli Studi di SassariSassari, Italy
| | - Tania Gioia
- Scuola di Scienze Agrarie, Forestali, Alimentari ed Ambientali, Università degli Studi della BasilicataPotenza, Italy
| | - Giovanna Attene
- Department of Agriculture, Università degli Studi di SassariSassari, Italy
| | - Phillip McClean
- Department of Plant Sciences, North Dakota State UniversityFargo, ND, USA
| | - Rian K. Lee
- Department of Plant Sciences, North Dakota State UniversityFargo, ND, USA
| | - Scott A. Jackson
- Center for Applied Genetic Technologies, University of GeorgiaAthens, GA, USA
| | - Giorgio Bertorelle
- Department of Life Sciences and Biotechnology, Università degli Studi di FerraraFerrara, Italy
| | - Roberto Papa
- Department of Agricultural, Food and Environmental Sciences, Università Politecnica delle MarcheAncona, Italy
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Campbell BC, Gilding EK, Mace ES, Tai S, Tao Y, Prentis PJ, Thomelin P, Jordan DR, Godwin ID. Domestication and the storage starch biosynthesis pathway: signatures of selection from a whole sorghum genome sequencing strategy. PLANT BIOTECHNOLOGY JOURNAL 2016; 14:2240-2253. [PMID: 27155090 PMCID: PMC5103234 DOI: 10.1111/pbi.12578] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/24/2015] [Accepted: 05/02/2016] [Indexed: 05/04/2023]
Abstract
Next-generation sequencing of complete genomes has given researchers unprecedented levels of information to study the multifaceted evolutionary changes that have shaped elite plant germplasm. In conjunction with population genetic analytical techniques and detailed online databases, we can more accurately capture the effects of domestication on entire biological pathways of agronomic importance. In this study, we explore the genetic diversity and signatures of selection in all predicted gene models of the storage starch synthesis pathway of Sorghum bicolor, utilizing a diversity panel containing lines categorized as either 'Landraces' or 'Wild and Weedy' genotypes. Amongst a total of 114 genes involved in starch synthesis, 71 had at least a single signal of purifying selection and 62 a signal of balancing selection and others a mix of both. This included key genes such as STARCH PHOSPHORYLASE 2 (SbPHO2, under balancing selection), PULLULANASE (SbPUL, under balancing selection) and ADP-glucose pyrophosphorylases (SHRUNKEN2, SbSH2 under purifying selection). Effectively, many genes within the primary starch synthesis pathway had a clear reduction in nucleotide diversity between the Landraces and wild and weedy lines indicating that the ancestral effects of domestication are still clearly identifiable. There was evidence of the positional rate variation within the well-characterized primary starch synthesis pathway of sorghum, particularly in the Landraces, whereby low evolutionary rates upstream and high rates downstream in the metabolic pathway were expected. This observation did not extend to the wild and weedy lines or the minor starch synthesis pathways.
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Affiliation(s)
- Bradley C. Campbell
- School of Agriculture and Food SciencesThe University of QueenslandBrisbaneQldAustralia
| | - Edward K. Gilding
- School of Agriculture and Food SciencesThe University of QueenslandBrisbaneQldAustralia
| | - Emma S. Mace
- Department of Agriculture and Fisheries (DAF)WarwickQldAustralia
| | | | - Yongfu Tao
- Queensland Alliance for Agriculture and Food InnovationThe University of QueenslandWarwickQldAustralia
| | - Peter J. Prentis
- Science and Engineering FacultyQueensland University of Technology (QUT)BrisbaneQldAustralia
| | - Pauline Thomelin
- Australian Centre for Plant Functional GenomicsGlen OsmondSAAustralia
| | - David R. Jordan
- Queensland Alliance for Agriculture and Food InnovationThe University of QueenslandWarwickQldAustralia
| | - Ian D. Godwin
- School of Agriculture and Food SciencesThe University of QueenslandBrisbaneQldAustralia
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9
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Bellucci E, Bitocchi E, Ferrarini A, Benazzo A, Biagetti E, Klie S, Minio A, Rau D, Rodriguez M, Panziera A, Venturini L, Attene G, Albertini E, Jackson SA, Nanni L, Fernie AR, Nikoloski Z, Bertorelle G, Delledonne M, Papa R. Decreased Nucleotide and Expression Diversity and Modified Coexpression Patterns Characterize Domestication in the Common Bean. THE PLANT CELL 2014; 26:1901-1912. [PMID: 24850850 PMCID: PMC4079357 DOI: 10.1105/tpc.114.124040] [Citation(s) in RCA: 75] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/10/2014] [Revised: 04/15/2014] [Accepted: 04/29/2014] [Indexed: 05/02/2023]
Abstract
Using RNA sequencing technology and de novo transcriptome assembly, we compared representative sets of wild and domesticated accessions of common bean (Phaseolus vulgaris) from Mesoamerica. RNA was extracted at the first true-leaf stage, and de novo assembly was used to develop a reference transcriptome; the final data set consists of ∼190,000 single nucleotide polymorphisms from 27,243 contigs in expressed genomic regions. A drastic reduction in nucleotide diversity (∼60%) is evident for the domesticated form, compared with the wild form, and almost 50% of the contigs that are polymorphic were brought to fixation by domestication. In parallel, the effects of domestication decreased the diversity of gene expression (18%). While the coexpression networks for the wild and domesticated accessions demonstrate similar seminal network properties, they show distinct community structures that are enriched for different molecular functions. After simulating the demographic dynamics during domestication, we found that 9% of the genes were actively selected during domestication. We also show that selection induced a further reduction in the diversity of gene expression (26%) and was associated with 5-fold enrichment of differentially expressed genes. While there is substantial evidence of positive selection associated with domestication, in a few cases, this selection has increased the nucleotide diversity in the domesticated pool at target loci associated with abiotic stress responses, flowering time, and morphology.
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Affiliation(s)
- Elisa Bellucci
- Department of Agricultural, Food, and Environmental Sciences, Università Politecnica delle Marche, 60131 Ancona, Italy
| | - Elena Bitocchi
- Department of Agricultural, Food, and Environmental Sciences, Università Politecnica delle Marche, 60131 Ancona, Italy
| | - Alberto Ferrarini
- Department of Biotechnology, University of Verona, 37134 Verona, Italy
| | - Andrea Benazzo
- Department of Life Sciences and Biotechnology, University of Ferrara, 44100 Ferrara, Italy
| | - Eleonora Biagetti
- Department of Agricultural, Food, and Environmental Sciences, Università Politecnica delle Marche, 60131 Ancona, Italy
| | - Sebastian Klie
- Genes and Small Molecules Group, Max Planck Institute of Molecular Plant Physiology, Potsdam-Golm 14476, Germany
| | - Andrea Minio
- Department of Biotechnology, University of Verona, 37134 Verona, Italy
| | - Domenico Rau
- Department of Agriculture, University of Sassari, 07100 Sassari, Italy
| | - Monica Rodriguez
- Department of Agriculture, University of Sassari, 07100 Sassari, Italy
| | - Alex Panziera
- Department of Life Sciences and Biotechnology, University of Ferrara, 44100 Ferrara, Italy Department of Biodiversity and Molecular Ecology, Fondazione Edmund Mach, 38010 S. Michele all'Adige, Italy
| | - Luca Venturini
- Department of Biotechnology, University of Verona, 37134 Verona, Italy
| | - Giovanna Attene
- Department of Agriculture, University of Sassari, 07100 Sassari, Italy
| | - Emidio Albertini
- Department of Applied Biology, University of Perugia, 06121 Perugia, Italy
| | - Scott A Jackson
- Center for Applied Genetic Technologies, University of Georgia, Athens, Georgia 30602
| | - Laura Nanni
- Department of Agricultural, Food, and Environmental Sciences, Università Politecnica delle Marche, 60131 Ancona, Italy
| | - Alisdair R Fernie
- Central Metabolism Group, Max Planck Institute of Molecular Plant Physiology, 14476 Potsdam-Golm, Germany
| | - Zoran Nikoloski
- Systems Biology and Mathematical Modeling Group, Max Planck Institute of Molecular Plant Physiology, Potsdam-Golm 14476, Germany
| | - Giorgio Bertorelle
- Department of Life Sciences and Biotechnology, University of Ferrara, 44100 Ferrara, Italy
| | | | - Roberto Papa
- Department of Agricultural, Food, and Environmental Sciences, Università Politecnica delle Marche, 60131 Ancona, Italy Consiglio per la Ricerca e Sperimentazione in Agricoltura, Cereal Research Centre (CRA-CER), 71122 Foggia, Italy
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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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Meyer RS, Purugganan MD. Evolution of crop species: genetics of domestication and diversification. Nat Rev Genet 2014; 14:840-52. [PMID: 24240513 DOI: 10.1038/nrg3605] [Citation(s) in RCA: 577] [Impact Index Per Article: 57.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
Domestication is a good model for the study of evolutionary processes because of the recent evolution of crop species (<12,000 years ago), the key role of selection in their origins, and good archaeological and historical data on their spread and diversification. Recent studies, such as quantitative trait locus mapping, genome-wide association studies and whole-genome resequencing studies, have identified genes that are associated with the initial domestication and subsequent diversification of crops. Together, these studies reveal the functions of genes that are involved in the evolution of crops that are under domestication, the types of mutations that occur during this process and the parallelism of mutations that occur in the same pathways and proteins, as well as the selective forces that are acting on these mutations and that are associated with geographical adaptation of crop species.
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Affiliation(s)
- Rachel S Meyer
- Center for Genomics and Systems Biology, Department of Biology, 12 Waverly Place, New York University, New York 10003, USA
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12
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Cloning, in silico characterization and prediction of three dimensional structure of SbDof1, SbDof19, SbDof23 and SbDof24 proteins from Sorghum [Sorghum bicolor (L.) Moench]. Mol Biotechnol 2013; 54:1-12. [PMID: 22476870 DOI: 10.1007/s12033-012-9536-5] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/02/2023]
Abstract
In the present study, four full-length Dof (DNA-binding with one finger) genes from Sorghum bicolor namely SbDof1, SbDof19, SbDof23, and SbDof24 were PCR amplified, gel eluted, cloned, and sequenced (accession number HQ540084, HQ540085, HQ540086, and HQ540087, respectively). These sequences were further characterized in silico by subjecting them to homology search, multiple sequence alignment, phylogenetic tree construction, and protein functional analysis, revealing their identity to Dof like proteins. Phylogenetic analysis of cloned SbDof genes along with other reported Dof proteins revealed existence of two major groups A and B, while group A was further bifurcated into two sub-groups (viz., I and II). Motif scan analysis of SbDof proteins revealed the presence of glycine- and alanine-rich profiles in SbDof1, while proline-rich profile was observed in SbDof23. Asparagines, methionine, and serine-rich profiles were common in case of both SbDof19 and SbDof24 proteins. The three dimensional structures of SbDof proteins were predicted by I-TASSER server based on multiple threading method. The modeled structures were refined by energy minimization and their stereo chemical qualities were validated by PROCHECK and QMEAN server indicating the acceptability of the predicted models. The final models were submitted to PMDB database with assigned PMDB IDs, i.e., PM0077395, PM0077396, PM0077397, PM0077398, and PM0076448 for SbDof1, SbDof19, SbDof23, SbDof24, and Dof domain, respectively. Based on gene ontology (GO) terms in I-TASSER server putative functions of modeled SbDof proteins were also predicted.
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Guan JC, Koch KE, Suzuki M, Wu S, Latshaw S, Petruff T, Goulet C, Klee HJ, McCarty DR. Diverse roles of strigolactone signaling in maize architecture and the uncoupling of a branching-specific subnetwork. PLANT PHYSIOLOGY 2012; 160:1303-17. [PMID: 22961131 PMCID: PMC3490586 DOI: 10.1104/pp.112.204503] [Citation(s) in RCA: 61] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/29/2012] [Accepted: 09/01/2012] [Indexed: 05/18/2023]
Abstract
Strigolactones (SLs) control lateral branching in diverse species by regulating transcription factors orthologous to Teosinte branched1 (Tb1). In maize (Zea mays), however, selection for a strong central stalk during domestication is attributed primarily to the Tb1 locus, leaving the architectural roles of SLs unclear. To determine how this signaling network is altered in maize, we first examined effects of a knockout mutation in an essential SL biosynthetic gene that encodes CAROTENOID CLEAVAGE DIOXYGENASE8 (CCD8), then tested interactions between SL signaling and Tb1. Comparative genome analysis revealed that maize depends on a single CCD8 gene (ZmCCD8), unlike other panicoid grasses that have multiple CCD8 paralogs. Function of ZmCCD8 was confirmed by transgenic complementation of Arabidopsis (Arabidopsis thaliana) max4 (ccd8) and by phenotypic rescue of the maize mutant (zmccd8::Ds) using a synthetic SL (GR24). Analysis of the zmccd8 mutant revealed a modest increase in branching that contrasted with prominent pleiotropic changes that include (1) marked reduction in stem diameter, (2) reduced elongation of internodes (independent of carbon supply), and (3) a pronounced delay in development of the centrally important, nodal system of adventitious roots. Analysis of the tb1 zmccd8 double mutant revealed that Tb1 functions in an SL-independent subnetwork that is not required for the other diverse roles of SL in development. Our findings indicate that in maize, uncoupling of the Tb1 subnetwork from SL signaling has profoundly altered the balance between conserved roles of SLs in branching and diverse aspects of plant architecture.
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Affiliation(s)
- Jiahn Chou Guan
- Horticultural Sciences Department, Plant Molecular and Cellular Biology Program, and Genetics Institute, University of Florida, Gainesville, Florida, USA.
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14
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Liu Y, Yang SX, Ji PZ, Gao LZ. Phylogeography of Camellia taliensis (Theaceae) inferred from chloroplast and nuclear DNA: insights into evolutionary history and conservation. BMC Evol Biol 2012; 12:92. [PMID: 22716114 PMCID: PMC3495649 DOI: 10.1186/1471-2148-12-92] [Citation(s) in RCA: 31] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2011] [Accepted: 06/21/2012] [Indexed: 12/01/2022] Open
Abstract
Background As one of the most important but seriously endangered wild relatives of the cultivated tea, Camellia taliensis harbors valuable gene resources for tea tree improvement in the future. The knowledge of genetic variation and population structure may provide insights into evolutionary history and germplasm conservation of the species. Results Here, we sampled 21 natural populations from the species' range in China and performed the phylogeography of C. taliensis by using the nuclear PAL gene fragment and chloroplast rpl32-trnL intergenic spacer. Levels of haplotype diversity and nucleotide diversity detected at rpl32-trnL (h = 0.841; π = 0.00314) were almost as high as at PAL (h = 0.836; π = 0.00417). Significant chloroplast DNA population subdivision was detected (GST = 0.988; NST = 0.989), suggesting fairly high genetic differentiation and low levels of recurrent gene flow through seeds among populations. Nested clade phylogeographic analysis of chlorotypes suggests that population genetic structure in C. taliensis has been affected by habitat fragmentation in the past. However, the detection of a moderate nrDNA population subdivision (GST = 0.222; NST = 0.301) provided the evidence of efficient pollen-mediated gene flow among populations and significant phylogeographical structure (NST > GST; P < 0.01). The analysis of PAL haplotypes indicates that phylogeographical pattern of nrDNA haplotypes might be caused by restricted gene flow with isolation by distance, which was also supported by Mantel’s test of nrDNA haplotypes (r = 0.234, P < 0.001). We found that chlorotype C1 was fixed in seven populations of Lancang River Region, implying that the Lancang River might have provided a corridor for the long-distance dispersal of the species. Conclusions We found that C. taliensis showed fairly high genetic differentiation resulting from restricted gene flow and habitat fragmentation. This phylogeographical study gives us deep insights into population structure of the species and conservation strategies for germplasm sampling and developing in situ conservation of natural populations.
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Affiliation(s)
- Yang Liu
- Plant Germplasm and Genomics Center, Germplasm Bank of Wild Species, Kunming Institute of Botany, Chinese Academy of Sciences, Kunming, 650204, China
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15
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Bouchet S, Pot D, Deu M, Rami JF, Billot C, Perrier X, Rivallan R, Gardes L, Xia L, Wenzl P, Kilian A, Glaszmann JC. Genetic structure, linkage disequilibrium and signature of selection in Sorghum: lessons from physically anchored DArT markers. PLoS One 2012; 7:e33470. [PMID: 22428056 PMCID: PMC3302775 DOI: 10.1371/journal.pone.0033470] [Citation(s) in RCA: 71] [Impact Index Per Article: 5.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2011] [Accepted: 02/09/2012] [Indexed: 11/19/2022] Open
Abstract
Population structure, extent of linkage disequilibrium (LD) as well as signatures of selection were investigated in sorghum using a core sample representative of worldwide diversity. A total of 177 accessions were genotyped with 1122 informative physically anchored DArT markers. The properties of DArTs to describe sorghum genetic structure were compared to those of SSRs and of previously published RFLP markers. Model-based (STRUCTURE software) and Neighbor-Joining diversity analyses led to the identification of 6 groups and confirmed previous evolutionary hypotheses. Results were globally consistent between the different marker systems. However, DArTs appeared more robust in terms of data resolution and bayesian group assignment. Whole genome linkage disequilibrium as measured by mean r(2) decreased from 0.18 (between 0 to 10 kb) to 0.03 (between 100 kb to 1 Mb), stabilizing at 0.03 after 1 Mb. Effects on LD estimations of sample size and genetic structure were tested using i. random sampling, ii. the Maximum Length SubTree algorithm (MLST), and iii. structure groups. Optimizing population composition by the MLST reduced the biases in small samples and seemed to be an efficient way of selecting samples to make the best use of LD as a genome mapping approach in structured populations. These results also suggested that more than 100,000 markers may be required to perform genome-wide association studies in collections covering worldwide sorghum diversity. Analysis of DArT markers differentiation between the identified genetic groups pointed out outlier loci potentially linked to genes controlling traits of interest, including disease resistance genes for which evidence of selection had already been reported. In addition, evidence of selection near a homologous locus of FAR1 concurred with sorghum phenotypic diversity for sensitivity to photoperiod.
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Affiliation(s)
| | - David Pot
- UMR AGAP, CIRAD, Montpellier, France
| | | | | | | | | | | | | | - Ling Xia
- Diversity Arrays Technology Pty Ltd., Yarralumla, Australia
| | - Peter Wenzl
- Diversity Arrays Technology Pty Ltd., Yarralumla, Australia
| | - Andrzej Kilian
- Diversity Arrays Technology Pty Ltd., Yarralumla, Australia
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Frère CH, Prentis PJ, Gilding EK, Mudge AM, Cruickshank A, Godwin ID. Lack of low frequency variants masks patterns of non-neutral evolution following domestication. PLoS One 2011; 6:e23041. [PMID: 21853065 PMCID: PMC3154263 DOI: 10.1371/journal.pone.0023041] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2011] [Accepted: 07/05/2011] [Indexed: 12/26/2022] Open
Abstract
Detecting artificial selection in the genome of domesticated species can not only shed light on human history but can also be beneficial to future breeding strategies. Evidence for selection has been documented in domesticated species including maize and rice, but few studies have to date detected signals of artificial selection in the Sorghum bicolor genome. Based on evidence that domesticated S. bicolor and its wild relatives show significant differences in endosperm structure and quality, we sequenced three candidate seed storage protein (kafirin) loci and three candidate starch biosynthesis loci to test whether these genes show non-neutral evolution resulting from the domestication process. We found strong evidence of non-neutral selection at the starch synthase IIa gene, while both starch branching enzyme I and the beta kafirin gene showed weaker evidence of non-neutral selection. We argue that the power to detect consistent signals of non-neutral selection in our dataset is confounded by the absence of low frequency variants at four of the six candidate genes. A future challenge in the detection of positive selection associated with domestication in sorghum is to develop models that can accommodate for skewed frequency spectrums.
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Affiliation(s)
- Céline H Frère
- School of Agriculture and Food Sciences, The University of Queensland, St Lucia, Queensland, Australia.
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17
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Caniato FF, Guimarães CT, Hamblin M, Billot C, Rami JF, Hufnagel B, Kochian LV, Liu J, Garcia AAF, Hash CT, Ramu P, Mitchell S, Kresovich S, Oliveira AC, de Avellar G, Borém A, Glaszmann JC, Schaffert RE, Magalhaes JV. The relationship between population structure and aluminum tolerance in cultivated sorghum. PLoS One 2011; 6:e20830. [PMID: 21695088 PMCID: PMC3114870 DOI: 10.1371/journal.pone.0020830] [Citation(s) in RCA: 27] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2011] [Accepted: 05/09/2011] [Indexed: 01/13/2023] Open
Abstract
BACKGROUND Acid soils comprise up to 50% of the world's arable lands and in these areas aluminum (Al) toxicity impairs root growth, strongly limiting crop yield. Food security is thereby compromised in many developing countries located in tropical and subtropical regions worldwide. In sorghum, SbMATE, an Al-activated citrate transporter, underlies the Alt(SB) locus on chromosome 3 and confers Al tolerance via Al-activated root citrate release. METHODOLOGY Population structure was studied in 254 sorghum accessions representative of the diversity present in cultivated sorghums. Al tolerance was assessed as the degree of root growth inhibition in nutrient solution containing Al. A genetic analysis based on markers flanking Alt(SB) and SbMATE expression was undertaken to assess a possible role for Alt(SB) in Al tolerant accessions. In addition, the mode of gene action was estimated concerning the Al tolerance trait. Comparisons between models that include population structure were applied to assess the importance of each subpopulation to Al tolerance. CONCLUSION/SIGNIFICANCE Six subpopulations were revealed featuring specific racial and geographic origins. Al tolerance was found to be rather rare and present primarily in guinea and to lesser extent in caudatum subpopulations. Alt(SB) was found to play a role in Al tolerance in most of the Al tolerant accessions. A striking variation was observed in the mode of gene action for the Al tolerance trait, which ranged from almost complete recessivity to near complete dominance, with a higher frequency of partially recessive sources of Al tolerance. A possible interpretation of our results concerning the origin and evolution of Al tolerance in cultivated sorghum is discussed. This study demonstrates the importance of deeply exploring the crop diversity reservoir both for a comprehensive view of the dynamics underlying the distribution and function of Al tolerance genes and to design efficient molecular breeding strategies aimed at enhancing Al tolerance.
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Affiliation(s)
| | | | - Martha Hamblin
- Institute for Genomic Diversity, Cornell University, Ithaca, New York, United States of America
| | - Claire Billot
- Centre de Coopération Internationale en Recherche Agronomique pour le Développement (CIRAD), UMR Amélioration Génétique et Adaptation des Plantes méditerranéennes et tropicales, Montpellier, France
| | - Jean-François Rami
- Centre de Coopération Internationale en Recherche Agronomique pour le Développement (CIRAD), UMR Amélioration Génétique et Adaptation des Plantes méditerranéennes et tropicales, Montpellier, France
| | - Barbara Hufnagel
- Embrapa Maize and Sorghum, Sete Lagoas, Minas Gerais, Brazil
- Departamento de Biologia Geral, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil
| | - 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
| | - Jiping Liu
- 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
| | - Antonio Augusto F. Garcia
- Departamento de Genética, Escola Superior de Agricultura Luiz de Queiroz, Universidade de São Paulo, Piracicaba, Brazil
| | - C. Tom Hash
- International Crops Research Institute for the Semi-Arid Tropics (ICRISAT), Patancheru PO, Hyderabad, Andhra Pradesh, Índia
| | - Punna Ramu
- International Crops Research Institute for the Semi-Arid Tropics (ICRISAT), Patancheru PO, Hyderabad, Andhra Pradesh, Índia
| | - Sharon Mitchell
- Institute for Genomic Diversity, Cornell University, Ithaca, New York, United States of America
| | - Stephen Kresovich
- Institute for Genomic Diversity, Cornell University, Ithaca, New York, United States of America
| | | | | | - Aluízio Borém
- Universidade Federal de Viçosa, Viçosa, Minas Gerais, Brazil
| | - Jean-Christophe Glaszmann
- Centre de Coopération Internationale en Recherche Agronomique pour le Développement (CIRAD), UMR Amélioration Génétique et Adaptation des Plantes méditerranéennes et tropicales, Montpellier, France
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Figueiredo LFDA, Sine B, Chantereau J, Mestres C, Fliedel G, Rami JF, Glaszmann JC, Deu M, Courtois B. Variability of grain quality in sorghum: association with polymorphism in Sh2, Bt2, SssI, Ae1, Wx and O2. TAG. THEORETICAL AND APPLIED GENETICS. THEORETISCHE UND ANGEWANDTE GENETIK 2010; 121:1171-85. [PMID: 20567801 DOI: 10.1007/s00122-010-1380-z] [Citation(s) in RCA: 13] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/16/2009] [Accepted: 06/03/2010] [Indexed: 05/08/2023]
Abstract
To ensure food security in Africa and Asia, developing sorghum varieties with grain quality that matches consumer demand is a major breeding objective that requires a better understanding of the genetic control of grain quality traits. The objective of this targeted association study was to assess whether the polymorphism detected in six genes involved in synthesis pathways of starch (Sh2, Bt2, SssI, Ae1, and Wx) or grain storage proteins (O2) could explain the phenotypic variability of six grain quality traits [amylose content (AM), protein content (PR), lipid content (LI), hardness (HD), endosperm texture (ET), peak gelatinization temperature (PGT)], two yield component traits [thousand grain weight (TGW) and number of grains per panicle (NBG)], and yield itself (YLD). We used a core collection of 195 accessions which had been previously phenotyped and for which polymorphic sites had been identified in sequenced segments of the six genes. The associations between gene polymorphism and phenotypic traits were analyzed with Tassel. The percentages of admixture of each accession, estimated using 60 RFLP probes, were used as cofactors in the analyses, decreasing the proportion of false-positive tests (70%) due to population structure. The significant associations observed matched generally well the role of the enzymes encoded by the genes known to determine starch amount or type. Sh2, Bt2, Ae1, and Wx were associated with TGW. SssI and Ae1 were associated with PGT, a trait influenced by amylopectin amount. Sh2 was associated with AM while Wx was not, possibly because of the absence of waxy accessions in our collection. O2 and Wx were associated with HD and ET. No association was found between O2 and PR. These results were consistent with QTL or association data in sorghum and in orthologous zones of maize. This study represents the first targeted association mapping study for grain quality in sorghum and paves the way for marker-aided selection.
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Mariette S, Tavaud M, Arunyawat U, Capdeville G, Millan M, Salin F. Population structure and genetic bottleneck in sweet cherry estimated with SSRs and the gametophytic self-incompatibility locus. BMC Genet 2010; 11:77. [PMID: 20727153 PMCID: PMC2933703 DOI: 10.1186/1471-2156-11-77] [Citation(s) in RCA: 79] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2010] [Accepted: 08/20/2010] [Indexed: 11/21/2022] Open
Abstract
Background Domestication and breeding involve the selection of particular phenotypes, limiting the genomic diversity of the population and creating a bottleneck. These effects can be precisely estimated when the location of domestication is established. Few analyses have focused on understanding the genetic consequences of domestication and breeding in fruit trees. In this study, we aimed to analyse genetic structure and changes in the diversity in sweet cherry Prunus avium L. Results Three subgroups were detected in sweet cherry, with one group of landraces genetically very close to the analysed wild cherry population. A limited number of SSR markers displayed deviations from the frequencies expected under neutrality. After the removal of these markers from the analysis, a very limited bottleneck was detected between wild cherries and sweet cherry landraces, with a much more pronounced bottleneck between sweet cherry landraces and modern sweet cherry varieties. The loss of diversity between wild cherries and sweet cherry landraces at the S-locus was more significant than that for microsatellites. Particularly high levels of differentiation were observed for some S-alleles. Conclusions Several domestication events may have happened in sweet cherry or/and intense gene flow from local wild cherry was probably maintained along the evolutionary history of the species. A marked bottleneck due to breeding was detected, with all markers, in the modern sweet cherry gene pool. The microsatellites did not detect the bottleneck due to domestication in the analysed sample. The vegetative propagation specific to some fruit trees may account for the differences in diversity observed at the S-locus. Our study provides insights into domestication events of cherry, however, requires confirmation on a larger sampling scheme for both sweet cherry landraces and wild cherry.
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Affiliation(s)
- Stéphanie Mariette
- INRA, Unité de Recherche sur les Espèces Fruitières, Domaine de la Grande Ferrade, 71 avenue Edouard Bourlaux, BP 81, 33883 Villenave d'Ornon Cedex, France.
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20
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Philippe R, Courtois B, McNally KL, Mournet P, El-Malki R, Le Paslier MC, Fabre D, Billot C, Brunel D, Glaszmann JC, This D. Structure, allelic diversity and selection of Asr genes, candidate for drought tolerance, in Oryza sativa L. and wild relatives. TAG. THEORETICAL AND APPLIED GENETICS. THEORETISCHE UND ANGEWANDTE GENETIK 2010; 121:769-787. [PMID: 20454772 DOI: 10.1007/s00122-010-1348-z] [Citation(s) in RCA: 56] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/29/2010] [Accepted: 04/19/2010] [Indexed: 05/29/2023]
Abstract
Asr (ABA, stress, ripening) genes represent a small gene family potentially involved in drought tolerance in several plant species. To analyze their interest for rice breeding for water-limited environments, this gene family was characterized further. Genomic organization of the gene family reveals six members located on four different chromosomes and with the same exon-intron structure. The maintenance of six members of the Asr gene family, which are the result of combination between tandem duplication and whole genome duplication, and their differential regulation under water stress, involves probably some sub-functionalization. The polymorphism of four members was studied in a worldwide collection of 204 accessions of Oryza sativa L. and 14 accessions of wild relatives (O. rufipogon and O. nivara). The nucleotide diversity of the Asr genes was globally low, but contrasted for the different genes, leading to different shapes of haplotype networks. Statistical tests for neutrality were used and compared to their distribution in a set of 111 reference genes spread across the genome, derived from another published study. Asr3 diversity exhibited a pattern concordant with a balancing selection at the species level and with a directional selection in the tropical japonica sub-group. This study provides a thorough description of the organization of the Asr family, and the nucleotide and haplotype diversity of four Asr in Oryza sativa species. Asr3 stood out as the best potential candidate. The polymorphism detected here represents a first step towards an association study between genetic polymorphisms of this gene family and variation in drought tolerance traits.
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Affiliation(s)
- Romain Philippe
- CIRAD, UMR Développement et Amélioration des Plantes, TA-A 96/03, 34398, Montpellier, France.
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Fournier-Level A, Lacombe T, Le Cunff L, Boursiquot JM, This P. Evolution of the VvMybA gene family, the major determinant of berry colour in cultivated grapevine (Vitis vinifera L.). Heredity (Edinb) 2009; 104:351-62. [PMID: 19920856 DOI: 10.1038/hdy.2009.148] [Citation(s) in RCA: 86] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022] Open
Abstract
Polymorphisms in the grape transcription factor family VvMybA are responsible for variation in anthocyanin content in the berries of cultivated grapevine (Vitis vinifera L. subsp. sativa). Previous study has shown that white grapes arose through the mutation of two adjacent genes: a retroelement insertion in VvMybA1 and a single-nucleotide polymorphism mutation in VvMybA2. The purpose of this study was to understand how these mutations emerged and affected genetic diversity at neighbouring sites and how they structured the genetic diversity of cultivated grapevines. We sequenced a total of 3225 bp of these genes in a core collection of genetic resources, and carried out empirical selection tests, phylogenetic- and coalescence-based demographic analyses. The insertion in the VvMybA1 promoter was shown to have occurred recently, after the mutation of VvMybA2, both mutations followed by a selective sweep. The mutational pattern for these colour genes is consistent with progressively relaxed selection from constrained ancestral coloured haplotypes to light coloured and finally white haplotypes. Dynamics of population size in the VvMybA genes showed an initial exponential growth, followed by population size stabilization. Most ancestral haplotypes are found in cultivars from western region, whereas recent haplotypes are essentially present in table cultivars from eastern regions where intense breeding practices may have replaced the original diversity. Finally, the emergence of the white allele was followed by a recent strong exponential growth, showing a very fast diffusion of the initial white allele.
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Affiliation(s)
- A Fournier-Level
- INRA UMR 1097 Diversité et Adaptation des Plantes Cultivées, Montpellier, France
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Glémin S, Bataillon T. A comparative view of the evolution of grasses under domestication. THE NEW PHYTOLOGIST 2009; 183:273-290. [PMID: 19515223 DOI: 10.1111/j.1469-8137.2009.02884.x] [Citation(s) in RCA: 125] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/02/2023]
Abstract
Crop grasses were among the first plants to be domesticated c. 12,000 yr ago, and they still represent the main staple crops for humans. During domestication, as did many other crops, grasses went through dramatic genetic and phenotypic changes. The recent massive increase in genomic data has provided new tools to investigate the genetic basis and consequences of domestication. Beyond the genetics of domestication, many aspects of grass biology, including their phylogeny and developmental biology, are also increasingly well studied, offering a unique opportunity to analyse the domestication process in a comparative way. Taking such a comparative point of view, we review the history of domesticated grasses and how domestication affected their phenotypic and genomic diversity. Considering recent theoretical developments and the accumulation of genetic data, we revisit more specifically the role of mating systems in the domestication process. We close by suggesting future directions for the study of domestication in grasses.
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Affiliation(s)
- Sylvain Glémin
- Institut des Sciences de l'Evolution (UM2-CNRS), Université Montpellier 2, Place Eugène Bataillon, 34095 Montpellier Cedex 5, France
| | - Thomas Bataillon
- Institute of Biology, Section of Genetics and Ecology and Bioinformatics Research Center, Aarhus University, Aarhus, Denmark
- INRA, UMR 1097 Diversité et Adaptation des Plantes Cultivées, Montpellier, France
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