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Luo ZW, Potokina E, Druka A, Wise R, Waugh R, Kearsey MJ. SFP genotyping from affymetrix arrays is robust but largely detects cis-acting expression regulators. Genetics 2007; 176:789-800. [PMID: 17409081 PMCID: PMC1894608 DOI: 10.1534/genetics.106.067843] [Citation(s) in RCA: 65] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
Abstract
The recent development of Affymetrix chips designed from assembled EST sequences has spawned considerable interest in identifying single-feature polymorphisms (SFPs) from transcriptome data. SFPs are valuable genetic markers that potentially offer a physical link to the structural genes themselves. However, most current SFP prediction methodologies were developed for sequenced species although SFPs are particularly valuable for species with complex and unsequenced genomes. To establish the sensitivity and specificity of prediction, we explored four methods for identifying SFPs from experiments involving two tissues in two commercial barleys and their doubled-haploid progeny. The methods were compared in terms of numbers of SFPs predicted and their ability to identify known sequence polymorphisms in the features, to confirm existing SNP genotypes and to match existing maps and individual haplotypes. We identified >4000 separate SFPs that accurately predicted the SNP genotype of >98% of the doubled-haploid (DH) lines. They were highly enriched for features containing sequence polymorphisms but all methods uniformly identified a majority of SFPs ( approximately 64%) in features for which there was no sequence polymorphism while 5% mapped to different locations, indicating that "SFPs" mainly represent polymorphism in cis-acting regulators. All methods are efficient and robust at predicting markers for gene mapping.
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Affiliation(s)
- Z. W. Luo
- School of Biosciences, University of Birmingham, Birmingham B15 2TT, United Kingdom, Scottish Crop Research Institute, Invergowrie, Dundee DD2 5DA, Scotland, United Kingdom, Laboratory of Population and Quantitative Genetics, Department of Biostatistics, School of Life Sciences, Institute of Biomedical Sciences, Fudan University, Shanghai 200433, China and Corn Insects and Crop Genetics Research, USDA–ARS, Department of Plant Pathology and Center for Plant Responses to Environmental Stresses, Iowa State University, Ames, Iowa 50011-1020
| | - E. Potokina
- School of Biosciences, University of Birmingham, Birmingham B15 2TT, United Kingdom, Scottish Crop Research Institute, Invergowrie, Dundee DD2 5DA, Scotland, United Kingdom, Laboratory of Population and Quantitative Genetics, Department of Biostatistics, School of Life Sciences, Institute of Biomedical Sciences, Fudan University, Shanghai 200433, China and Corn Insects and Crop Genetics Research, USDA–ARS, Department of Plant Pathology and Center for Plant Responses to Environmental Stresses, Iowa State University, Ames, Iowa 50011-1020
| | - A. Druka
- School of Biosciences, University of Birmingham, Birmingham B15 2TT, United Kingdom, Scottish Crop Research Institute, Invergowrie, Dundee DD2 5DA, Scotland, United Kingdom, Laboratory of Population and Quantitative Genetics, Department of Biostatistics, School of Life Sciences, Institute of Biomedical Sciences, Fudan University, Shanghai 200433, China and Corn Insects and Crop Genetics Research, USDA–ARS, Department of Plant Pathology and Center for Plant Responses to Environmental Stresses, Iowa State University, Ames, Iowa 50011-1020
| | - R. Wise
- School of Biosciences, University of Birmingham, Birmingham B15 2TT, United Kingdom, Scottish Crop Research Institute, Invergowrie, Dundee DD2 5DA, Scotland, United Kingdom, Laboratory of Population and Quantitative Genetics, Department of Biostatistics, School of Life Sciences, Institute of Biomedical Sciences, Fudan University, Shanghai 200433, China and Corn Insects and Crop Genetics Research, USDA–ARS, Department of Plant Pathology and Center for Plant Responses to Environmental Stresses, Iowa State University, Ames, Iowa 50011-1020
| | - R. Waugh
- School of Biosciences, University of Birmingham, Birmingham B15 2TT, United Kingdom, Scottish Crop Research Institute, Invergowrie, Dundee DD2 5DA, Scotland, United Kingdom, Laboratory of Population and Quantitative Genetics, Department of Biostatistics, School of Life Sciences, Institute of Biomedical Sciences, Fudan University, Shanghai 200433, China and Corn Insects and Crop Genetics Research, USDA–ARS, Department of Plant Pathology and Center for Plant Responses to Environmental Stresses, Iowa State University, Ames, Iowa 50011-1020
| | - M. J. Kearsey
- School of Biosciences, University of Birmingham, Birmingham B15 2TT, United Kingdom, Scottish Crop Research Institute, Invergowrie, Dundee DD2 5DA, Scotland, United Kingdom, Laboratory of Population and Quantitative Genetics, Department of Biostatistics, School of Life Sciences, Institute of Biomedical Sciences, Fudan University, Shanghai 200433, China and Corn Insects and Crop Genetics Research, USDA–ARS, Department of Plant Pathology and Center for Plant Responses to Environmental Stresses, Iowa State University, Ames, Iowa 50011-1020
- Corresponding author: School of Biosciences, University of Birmingham, Birmingham B15 2TT, United Kingdom. E-mail:
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Potokina E, Prasad M, Malysheva L, Röder MS, Graner A. Expression genetics and haplotype analysis reveal cis regulation of serine carboxypeptidase I (Cxp1), a candidate gene for malting quality in barley (Hordeum vulgare L.). Funct Integr Genomics 2005; 6:25-35. [PMID: 16283224 DOI: 10.1007/s10142-005-0008-x] [Citation(s) in RCA: 42] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2005] [Revised: 08/31/2005] [Accepted: 09/04/2005] [Indexed: 11/27/2022]
Abstract
Using a cDNA array-based functional genomics approach in barley, several candidate genes for malting quality including serine carboxypeptidase I (Cxp1) were previously identified (Potokina et al. in Mol Breed 14:153, 2004). The gene was mapped as a single nucleotide polymorphism (SNP) marker on chromosome 3H using the Steptoe (feeding grade)xMorex (malting grade) mapping population. Subsequently, the relative level of Cxp1 expression was determined by real-time RT-PCR for each of the 134 progeny lines and mapped as a quantitative trait. Only one quantitative trait locus (QTL) could be identified that significantly influenced the level of the Cxp1 expression. The expressed QTL maps to the same region on chromosome 3H as does the structural gene and corresponds to a QTL for "diastatic power," one among several traits measured to assess malting quality. An analysis of 90 barley cultivars sampled from a worldwide collection revealed six SNPs at the Cxp1 locus, three of which display complete linkage disequilibrium and define two haplotypes. The Cxp1 expression level in a set of barley accessions showing haplotype I was significantly higher than that of accessions displaying haplotype II. The data provide evidence that (1) the expression of Cxp1 is regulated in cis and that (2) the level of diastatic power in the barley seed is influenced by the level of Cxp1 expression.
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Affiliation(s)
- E Potokina
- Institute of Plant Genetics and Crop Plant Research (IPK), 06466, Gatersleben, Germany
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Potokina E, Blattner R, Alexandrova T, Bachmann K. AFLP diversity in the common vetch ( Vicia sativa L.) on the world scale. Theor Appl Genet 2002; 105:58-67. [PMID: 12582562 DOI: 10.1007/s00122-002-0866-8] [Citation(s) in RCA: 14] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/20/2001] [Accepted: 10/19/2001] [Indexed: 05/24/2023]
Abstract
The Vavilov Institute of Plant Industry (VIR) keeps a living seed collection of about 700 accessions of landraces and local cultivars of common vetch ( Vicia sativa L.) that have been collected over a period of more than 50 years throughout the former USSR. Much of the material is available nowhere else. The collection of this economically important fodder crop is well adapted to the various growing regions of Russia and serves as a basis for the all domestic vetch breeding programs. Using AFLP as a DNA fingerprinting method we investigated 673 accessions from the VIR and compared their genetic variability with that of the worldwide vetch collection of the Institut für Pflanzengenetik und Kulturpflanzenforschung (IPK), 450 accessions. The analysis is a first assessment of the intra-specific diversity of V. sativa stored ex situ on a scale of more than 1,000 accessions. Six primer combinations, which gave clear polymorphic amplification products with 96 test samples, were chosen from 111 primer combinations tested. The selected AFLP primers used to analyse the V. sativa intra-specific diversity resulted in 70 unequivocally recognizable polymorphic fragments. We found that all of the AFLP fragments generated can be detected with varying frequency throughout the entire distribution area of V. sativa. The difference in frequency of some AFLP fragments between the regions may amount to 90%. The arrangement of most of the accessions in all dendrograms reflects their geographical origin, with a differentiation between Russia, Western Europe, Turkey and Bulgaria, and the Mediterranean. The "Russian" genepool stored at the IPK is a limited and biased sample of the available diversity when compared to the material stored at the VIR. Approximately 10-15% of the accessions in each geographical group showed AFLP patterns that clustered with members of other groups. This appreciable overlap raises several questions: (1) to which degree is an AFLP pattern representative of the overall genetic similarity of the samples; (2) to which degree are samples collected at a site adaptively limited to that site? Since our data identify accessions with very similar AFLP patterns from very diverse geographic origins, a comparison of the agronomic performance of these accessions (possibly in the two regions) will provide important information for the utilization of ex situ germplasm collections.
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Affiliation(s)
- E. Potokina
- Department of Taxonomy, Vavilov Institute of Plant Industry (VIR), Bolshaya Morskaya 42, St. Petersburg 19000, Russisa,
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Potokina E, Sreenivasulu N, Altschmied L, Michalek W, Graner A. Differential gene expression during seed germination in barley (Hordeum vulgare L.). Funct Integr Genomics 2002; 2:28-39. [PMID: 12021848 DOI: 10.1007/s10142-002-0050-x] [Citation(s) in RCA: 70] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2001] [Accepted: 01/31/2002] [Indexed: 10/27/2022]
Abstract
A barley cDNA macroarray comprising 1,440 unique genes was used to analyze the spatial and temporal patterns of gene expression in embryo, scutellum and endosperm tissue during different stages of germination. Among the set of expressed genes, 69 displayed the highest mRNA level in endosperm tissue, 58 were up-regulated in both embryo and scutellum, 11 were specifically expressed in the embryo and 16 in scutellum tissue. Based on Blast X analyses, 70% of the differentially expressed genes could be assigned a putative function. One set of genes, expressed in both embryo and scutellum tissue, included functions in cell division, protein translation, nucleotide metabolism, carbohydrate metabolism and some transporters. The other set of genes expressed in endosperm encodes several metabolic pathways including carbohydrate and amino acid metabolism as well as protease inhibitors and storage proteins. As shown for a storage protein and a trypsin inhibitor, the endosperm of the germinating barley grain contains a considerable amount of residual mRNA which was produced during seed development and which is degraded during early stages of germination. Based on similar expression patterns in the endosperm tissue, we identified 29 genes which may undergo the same degradation process.
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Affiliation(s)
- E Potokina
- Institute of Plant Genetics and Crop Plant Research (IPK), Corrensstrasse 3, 06466 Gatersleben, Germany.
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