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Zhao K, Wright M, Kimball J, Eizenga G, McClung A, Kovach M, Tyagi W, Ali ML, Tung CW, Reynolds A, Bustamante CD, McCouch SR. Genomic diversity and introgression in O. sativa reveal the impact of domestication and breeding on the rice genome. PLoS One 2010; 5:e10780. [PMID: 20520727 PMCID: PMC2875394 DOI: 10.1371/journal.pone.0010780] [Citation(s) in RCA: 164] [Impact Index Per Article: 10.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2010] [Accepted: 04/30/2010] [Indexed: 11/23/2022] Open
Abstract
Background The domestication of Asian rice (Oryza sativa) was a complex process punctuated by episodes of introgressive hybridization among and between subpopulations. Deep genetic divergence between the two main varietal groups (Indica and Japonica) suggests domestication from at least two distinct wild populations. However, genetic uniformity surrounding key domestication genes across divergent subpopulations suggests cultural exchange of genetic material among ancient farmers. Methodology/Principal Findings In this study, we utilize a novel 1,536 SNP panel genotyped across 395 diverse accessions of O. sativa to study genome-wide patterns of polymorphism, to characterize population structure, and to infer the introgression history of domesticated Asian rice. Our population structure analyses support the existence of five major subpopulations (indica, aus, tropical japonica, temperate japonica and GroupV) consistent with previous analyses. Our introgression analysis shows that most accessions exhibit some degree of admixture, with many individuals within a population sharing the same introgressed segment due to artificial selection. Admixture mapping and association analysis of amylose content and grain length illustrate the potential for dissecting the genetic basis of complex traits in domesticated plant populations. Conclusions/Significance Genes in these regions control a myriad of traits including plant stature, blast resistance, and amylose content. These analyses highlight the power of population genomics in agricultural systems to identify functionally important regions of the genome and to decipher the role of human-directed breeding in refashioning the genomes of a domesticated species.
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Affiliation(s)
- Keyan Zhao
- Department of Biological Statistics and Computational Biology, Cornell University, Ithaca, New York, United States of America
- Department of Genetics, Stanford University, Stanford, California, United States of America
| | - Mark Wright
- Department of Biological Statistics and Computational Biology, Cornell University, Ithaca, New York, United States of America
| | - Jennifer Kimball
- Department of Plant Breeding and Genetics, Cornell University, Ithaca, New York, United States of America
| | - Georgia Eizenga
- Dale Bumpers National Rice Research Center, Agricultural Research Service (ARS), United States Department of Agriculture (USDA), Stuttgart, Arkansas, United States of America
| | - Anna McClung
- Dale Bumpers National Rice Research Center, Agricultural Research Service (ARS), United States Department of Agriculture (USDA), Stuttgart, Arkansas, United States of America
| | - Michael Kovach
- Department of Plant Breeding and Genetics, Cornell University, Ithaca, New York, United States of America
| | - Wricha Tyagi
- Department of Plant Breeding and Genetics, Cornell University, Ithaca, New York, United States of America
| | - Md. Liakat Ali
- Rice Research and Extension Center, University of Arkansas, Stuttgart, Arkansas, United States of America
| | - Chih-Wei Tung
- Department of Plant Breeding and Genetics, Cornell University, Ithaca, New York, United States of America
| | - Andy Reynolds
- Department of Biological Statistics and Computational Biology, Cornell University, Ithaca, New York, United States of America
| | - Carlos D. Bustamante
- Department of Biological Statistics and Computational Biology, Cornell University, Ithaca, New York, United States of America
- Department of Genetics, Stanford University, Stanford, California, United States of America
- * E-mail: (CDB); (SRM)
| | - Susan R. McCouch
- Department of Plant Breeding and Genetics, Cornell University, Ithaca, New York, United States of America
- * E-mail: (CDB); (SRM)
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Huang XQ, Brûlé-Babel A. Development of genome-specific primers for homoeologous genes in allopolyploid species: the waxy and starch synthase II genes in allohexaploid wheat (Triticum aestivum L.) as examples. BMC Res Notes 2010; 3:140. [PMID: 20497560 PMCID: PMC2890506 DOI: 10.1186/1756-0500-3-140] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2010] [Accepted: 05/24/2010] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND In allopolypoid crops, homoeologous genes in different genomes exhibit a very high sequence similarity, especially in the coding regions of genes. This makes it difficult to design genome-specific primers to amplify individual genes from different genomes. Development of genome-specific primers for agronomically important genes in allopolypoid crops is very important and useful not only for the study of sequence diversity and association mapping of genes in natural populations, but also for the development of gene-based functional markers for marker-assisted breeding. Here we report on a useful approach for the development of genome-specific primers in allohexaploid wheat. FINDINGS In the present study, three genome-specific primer sets for the waxy (Wx) genes and four genome-specific primer sets for the starch synthase II (SSII) genes were developed mainly from single nucleotide polymorphisms (SNPs) and/or insertions or deletions (Indels) in introns and intron-exon junctions. The size of a single PCR product ranged from 750 bp to 1657 bp. The total length of amplified PCR products by these genome-specific primer sets accounted for 72.6%-87.0% of the Wx genes and 59.5%-61.6% of the SSII genes. Five genome-specific primer sets for the Wx genes (one for Wx-7A, three for Wx-4A and one for Wx-7D) could distinguish the wild type wheat and partial waxy wheat lines. These genome-specific primer sets for the Wx and SSII genes produced amplifications in hexaploid wheat, cultivated durum wheat, and Aegilops tauschii accessions, but failed to generate amplification in the majority of wild diploid and tetraploid accessions. CONCLUSIONS For the first time, we report on the development of genome-specific primers from three homoeologous Wx and SSII genes covering the majority of the genes in allohexaploid wheat. These genome-specific primers are being used for the study of sequence diversity and association mapping of the three homoeologous Wx and SSII genes in natural populations of both hexaploid wheat and cultivated tetraploid wheat. The strategies used in this paper can be used to develop genome-specific primers for homoeologous genes in any allopolypoid species. They may be also suitable for (i) the development of gene-specific primers for duplicated paralogous genes in any diploid species, and (ii) the development of allele-specific primers at the same gene locus.
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Affiliation(s)
- Xiu-Qiang Huang
- Department of Plant Science, University of Manitoba, 66 Dafoe Road, Winnipeg, Manitoba R3T 2N2, Canada.
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Kharabian A. An efficient computational method for screening functional SNPs in plants. J Theor Biol 2010; 265:55-62. [PMID: 20406646 DOI: 10.1016/j.jtbi.2010.04.017] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/27/2009] [Revised: 02/18/2010] [Accepted: 04/15/2010] [Indexed: 12/24/2022]
Abstract
Granule Bound Starch Synthase I (GBSSI), which influences the grain quality of cereals and, particularly, rice, is one of the most important plant genes. Using GBSSI as a model plant gene in this study, we examined a number of different computational algorithm tools and programs to explore the functional SNPs of this important rice gene and the possible relationships between genetic mutation and phenotypic variation. A total of 51 SNPs/indels were retrieved from databases, including three important coding non-synonymous SNPs, namely those in exons 6, 9 and 10. Sorting Intolerant from Tolerant (SIFT) results showed that a candidate [C/A] SNP (ID: OryzaSNP2) in exon 6 (coordinate 2494) is the most important non-synonymous SNP with the highest phenotypic impact on waxy protein. This SNP can alter a tyrosine to serine residue at position 224 of waxy protein. Computational simulation of GBSSI protein with the Geno3D suggested that this mutant SNP creates a bigger loop on the surface of waxy protein and results in a shape different from that of native GBSSI. Here, we suggest a potential transcriptional binding factor site (TBF8) which has one [C/T] SNP [rs53176842] at coordinate 2777 in boundary site of intron 7/exon 8, according to Transcriptional Factor (TF) search analysis. This SNP might potentially have a major effect on regulation and function of GBSSI. Combining SNP mining data and in silico structural analysis of waxy protein led us to prepare an efficient computational pathway which can be applied for other plant genes.
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Affiliation(s)
- Ardashir Kharabian
- Centre for Plant Conservation Genetics, Southern Cross University, PO Box 157, Lismore Campus, NSW 2480, Australia.
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Patindol J, Guraya H, Champagne E, Chen MH, McClung A. Relationship of cooked-rice nutritionally important starch fractions with other physicochemical properties. STARCH-STARKE 2010. [DOI: 10.1002/star.200900260] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
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Jin L, Lu Y, Shao Y, Zhang G, Xiao P, Shen S, Corke H, Bao J. Molecular marker assisted selection for improvement of the eating, cooking and sensory quality of rice (Oryza sativa L.). J Cereal Sci 2010. [DOI: 10.1016/j.jcs.2009.11.007] [Citation(s) in RCA: 55] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
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Liu L, Ma X, Liu S, Zhu C, Jiang L, Wang Y, Shen Y, Ren Y, Dong H, Chen L, Liu X, Zhao Z, Zhai H, Wan J. Identification and characterization of a novel Waxy allele from a Yunnan rice landrace. PLANT MOLECULAR BIOLOGY 2009; 71:609-26. [PMID: 19760367 DOI: 10.1007/s11103-009-9544-4] [Citation(s) in RCA: 77] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/13/2009] [Accepted: 08/24/2009] [Indexed: 05/04/2023]
Abstract
Low amylose content (AC) is a desirable trait for rice (Oryza sativa L.) cooking quality and is selected in soft rice breeding. To gain a better understanding of the molecular mechanism controlling AC formation, we screened 83 Yunnan rice landraces in China and identified a rice variety, Haopi, with low AC. Genetic analyses and transgenic experiments revealed that low AC in Haopi was controlled by a novel allele of the Wx locus, Wx(hp), encoding a granule-bound starch synthase (GBSSI). Sequence comparisons of Wx(hp) and Wx(b) alleles (from Nipponbare) showed several nucleotide changes in the upstream regulatory regions (including the promoter, 5'-untranslated region, and first intron 5' splicing junction site). Interestingly, these changes had no obvious effect on the expression level and splicing efficiency of Wx transcripts. In addition, an examination of the coding region revealed that the Wx(hp) allele carries an A-to-G change at nucleotide position +497 from the start codon, resulting in an Asp(165)/Gly(165) substitution. The amino acid substitution had no detectable effects on GBSSI activity in vitro; however, it notably reduced the binding of GBSSI to starch granules, resulting in a reduction of AC in rice seeds. Moreover, three other Yunnan landraces with low AC also carry a nucleotide substitution identical to Haopi at the +497 position of the Wx gene, suggesting common ancestry. Based on the single-nucleotide polymorphism, we have developed a new derived cleaved amplified polymorphic sequence marker for use in breeding practice to manipulate AC in rice endosperm.
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Affiliation(s)
- Linglong Liu
- State Key Laboratory for Crop Genetics & Germplasm Enhancement, Jiangsu Provincial Center of Plant Gene Engineering, Nanjing Agricultural University, Weigang 1, 210095 Nanjing, China
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Fitzgerald MA, McCouch SR, Hall RD. Not just a grain of rice: the quest for quality. TRENDS IN PLANT SCIENCE 2009; 14:133-9. [PMID: 19230745 DOI: 10.1016/j.tplants.2008.12.004] [Citation(s) in RCA: 379] [Impact Index Per Article: 23.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/26/2008] [Revised: 12/05/2008] [Accepted: 12/09/2008] [Indexed: 05/17/2023]
Abstract
A better understanding of the factors that contribute to the overall grain quality of rice (Oryza sativa) will lay the foundation for developing new breeding and selection strategies for combining high quality, with high yield. This is necessary to meet the growing global demand for high quality rice while offering producing countries additional opportunities for generating higher export revenues. Several recent developments in genetics, genomics, metabolomics and phenomics are enhancing our understanding of the pathways that determine several quality traits. New research strategies, as well as access to the draft of the rice genome, will not only advance our understanding of the molecular mechanisms that lead to quality rice but will also pave the way for efficient and targeted grain improvement.
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Affiliation(s)
- Melissa A Fitzgerald
- International Rice Research Institute, Grain Quality, Nutrition and Postharvest Centre, DAPO 7777 Metro Manila, Philippines
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Chen MH, Bergman CJ, Pinson SR, Fjellstrom RG. Waxy gene haplotypes: Associations with pasting properties in an international rice germplasm collection. J Cereal Sci 2008. [DOI: 10.1016/j.jcs.2008.05.004] [Citation(s) in RCA: 45] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
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