Abstract
A panel of 13 sugar beet lines and one genotype each of the Beta vulgaris cultivars red beet and Swiss chard, and B. vulgaris ssp. maritima were used to identify polymorphisms in alignments of genomic DNA sequences derived from 315 EST- and 43 non-coding RFLP-derived loci. In sugar beet lines, loci of expressed genes showed an average SNP frequency of 1/72 bp, 1 in 58 bp in non-coding sequences, increasing to 1/47 bp upon the addition of the remaining genotypes. Within analysed DNA fragments, alleles at different SNP positions displayed linkage disequilibrium indicative of haplotype structures. On average 2.7 haplotypes were found in sugar beet lines, and haplotype conservation in expressed genes appeared to exceed 500 bp in length. Seven different genotyping techniques including SNP detection by MALDI-TOF mass spectrometry, pyrosequencing and fluorescence scanning of labelled nucleotides were employed to perform 712 segregation analyses for 538 markers in three F2 populations. Functions were predicted for 492 mapped sequences. Genetic maps comprised 305 loci covering 599.8 cM in population K1, 241 loci distributed over 636.6 cM in population D2, and 166 loci over 507.1 cM in population K2, respectively. Based on 156 markers common to more than one population an integrated map was constructed with 524 loci covering 664.3 cM. For 377 loci the genome positions of the most similar sequences from A. thaliana were identified, but little evidence for previously presented ancestral genome structures was found.
Similar content being viewed by others
References
Ahn S, Tanksley SD (1993) Comparative linkage maps of the rice and maize genomes. Proc Natl Acad Sci 90:7980–7984
Ahn S, Anderson JA, Sorrells ME, Tanksley SD (1993) Homoeologous relationships of rice, wheat and maize chromosomes. Mol Gen Genet 241:483–490
Anderson JA, Churchill GA, Autrique JE, Tanksley SD, Sorrells ME (1993) Optimizing parental selection for genetic linkage maps. Genome 36:181–186
Arumuganathan K, Earle ED (1991) Nuclear DNA content of some important plants. Plant Mol Biol Rep 9:208–218
Barzen E, Mechelke W, Ritter E, Seitzer JF, Salamini F (1992) RFLP markers for sugar beet breeding: chromosomal linkage maps and location of major genes for rhizomania resistance, monogermy and hypocotyl colour. Plant J 2:601–611
Barzen E, Mechelke W, Ritter E, Schulte-Kappert E, Salamini F (1995) An extended map of the sugar beet genome containing RFLP and RAPD loci. Theor Appl Genet 90:189–193
Bellin D, Werber M, Theis T, Schulz B, Weisshaar B, Schneider K (2002) EST sequencing, annotation and macroarray transcriptome analysis identify preferentially root-expressed genes in sugar beet. Plant Biol 4:700–710
Bennetzen JL, Ma J (2003) The genetic colinearity of rice and other cereals on the basis of genomic sequence analysis. Curr Opin Plant Biol 6:128–133
Ching A, Caldwell KS, Jung M, Dolan M, Smith OS, Tingey S, Morgante M, Rafalski AJ (2002) SNP frequency, haplotype structure and linkage disequilibrium in elite maize inbred lines. BMC Genet 3:19
Cogan NO, Ponting RC, Vecchies AC, Drayton MC, George J, Dracatos PM, Dobrowolski MP, Sawbridge TI, Smith KF, Spangenberg GC, Forster JW. (2006) Gene-associated single nucleotide polymorphism discovery in perennial ryegrass (Lolium perenne L.). Mol Genet Genomics 276:101–112
Delseny M (2004) Re-evaluating the relevance of ancestral shared synteny as a tool for crop improvement. Curr Opin Plant Biol 7:126–31
Dominguez I, Graziano E, Gebhardt C, Barakat A, Berry S, Arús P, Delseny M, Barnes S (2003) Plant genome archaeology: evidence for conserved ancestral chromosome segments in dicotyledonous plant species. Plant Biotechnol J 1:91–99
Ewing B, Green P (1998) Base-calling of automated sequencer traces using PHRED. 2. Error probabilities. Genome Res 8:186–194
Ewing B, Hillier L, Wendl MC, Green P (1998) Base-calling of automated sequencer traces using PHRED. 1. Accuracy assessment. Genome Res 8:175–185
Gebhardt C, Schmidt R, Schneider K (2005) Plant genome analysis: the state of the art. Int Rev Cytol 247:223–284
Gordon D, Abajian C, Green P (1998) CONSED: a graphical tool for sequence finishing. Genome Res 8:195–202
Herwig R, Schulz B, Weisshaar B, Hennig S, Steinfath M, Drungowski M, Stahl D, Wruck W, Menze A, O’Brien J, Lehrach H, Radelof U (2002) Construction of a “unigene” cDNA clone set by oligonucleotide fingerprinting allows access to 25000 potential sugar beet genes. Plant J 32:845–857
Hunger S, Di Gaspero G, Möhring S, Bellin D, Schäfer-Pregl R, Borchardt DC, Durel CE, Werber M, Weisshaar B, Salamini F, Schneider K (2003) Isolation and linkage analysis of expressed disease.resistance gene analogues of sugar beet (Beta vulgaris L.). Genome 46:70–82
Konieczny A, Ausubel FM (1993) A procedure for mapping Arabidopsis mutations using co-dominant ecotype-specific PCR-based markers. Plant J 4:403–410
Kosambi DD (1944) The estimation of map distances from recombination values. Ann Eugen 12:172–175
Li WH, Sadler LA (1991) Low nucleotide diversity in man. Genetics 129:513–523
Möhring S, Salamini F, Schneider K (2004) Multiplexed, linkage group-specific SNP marker sets for rapid genetic mapping and fingerprinting of sugar beet (Beta vulgaris L.). Molecular Breed 14:475–488
Nei M (1987) Molecular Evolutionary Genetics. Columbia University Press, New York
Nei M, Li WH (1979) Mathematical model for studying genetic variation in terms of restriction endonucleases. Proc Natl Acad Sci USA 76:5269–5273
Nickerson DA, Tobe VO, Taylor SL (1997) POLYPHRED: automating the detection and genotyping of single nucleotide substitutions using fluorescence-based resequencing. Nucleic Acids Res 25:2745–2751
Pflieger S, Lefebvre V, Causse M (2001) The candidate gene approach in plant genetics: a review. Mol Breed 7:275–291
Pillen K, Steinruecken G, Wricke G, Herrmann RG, Jung C (1992) A linkage map of sugar beet (Beta vulgaris L.). Theor Appl Genet 84:129–135
Pillen K, Steinrücken G, Herrmann RG, Jung C (1993) An extended linkage map of sugar beet (Beta vulgaris L.) including nine putative lethal genes and the restorer gene X. Plant Breed 111:265–272
Rafalski A (2002) Applications of single nucleotide polymorphisms in crop genetics. Curr Op Plant Biol 5:94–100
Ragoussis J, Elvidge GP, Kaur K, Colella S (2006) Matrix-assisted laser desorption/ionisation, time-of-flight mass spectrometry in genomics research. PLoS Genet 2:e100
Rickert AM, Premstaller A, Gebhardt C, Oefner PJ (2002) Genotyping of Snps in a polyploid genome by pyrosequencing. Biotechniques 32:592–3, 596–8, 600 passim
Rostoks N, Mudie S, Cardle L, Russell J, Ramsay L, Booth A, Svensson JT, Wanamaker SI, Walia H, Rodriguez EM, Hedley PE, Liu H, Morris J, Close TJ, Marshall DF, Waugh R (2005) Genome-wide SNP discovery and linkage analysis in barley based on genes responsive to abiotic stress. Mol Genet Genomics 274:515–527
Rudd S (2005) openSputnik—a database to ESTablish comparative plant genomics using unsaturated sequence collections. Nucleic Acids Res 33:D622–D627
Schmid KJ, Sorensen TR, Stracke R, Torjek O, Altmann T, Mitchell-Olds T, Weisshaar B (2003) Large-scale identification and analysis of genome-wide single-nucleotide polymorphisms for mapping in Arabidopsis thaliana. Genome Res 13:1250–1257
Schneider K, Borchardt DC, Schäfer-Pregl R, Nagl N, Glass C, Jeppson A, Gebhardt C, Salamini F (1999) PCR-based cloning and segregation analysis of functional gene homologues in Beta vulgaris. Mol Gen Genet 262:515–524
Schneider K, Weisshaar B, Borchardt DC, Salamini F (2001) SNP frequency and allelic haplotype structure of Beta vulgaris expressed genes. Mol Breed 8:63–74
Schneider K, Schäfer-Pregl R, Borchardt DC, Salamini F (2002) Mapping QTLs for sucrose content, yield and quality in a sugar beet population fingerprinted by EST-related markers. Theor Appl Genet 104:1107–1113
Schondelmaier J, Jung C (1997) Chromosomal assignment of the nine linkage groups of sugar beet (Beta vulgaris L.) using primary trisomics. Theor Appl Genet 95:590–596
Schumacher K, Schondelmaier J, Barzen E, Steinruecken G, Borchardt D, Weber WE, Jung C, Salamini F (1997) Combining different linkage maps in sugar beet (Beta vulgaris L.) to make one map. Plant Breed 116:23–38
Stam P (1993) Construction of integrated genetic linkage maps by means of a new computer package: JoinMap. Plant J 3:739–744
Stam P, Van Ooijen JW (1995) JoinMap (tm) version 2.0: Software for the calculation of genetic linkage maps. CPRO-DLO, Wageningen
Syvanen AC (2002) Accessing genetic variation: Genotyping single nucleotide polymorphisms. Nature Rev Genet 2:930–942
Tian Y, Fan L, Thurau T, Jung C, Cai D (2004) The absence of TIR-type resistance gene analogues in the sugar beet (Beta vulgaris L.) genome. J Mol Evol 58:40–53
Van K, Hwang EY, Kim MY, Park HJ, Lee SH, Cregan PB (2005) Discovery of SNPs in soybean genotypes frequently used as the parents of mapping populations in the United States and Korea. J Hered 96:529–535
Voorrips RE (2002) MapChart: Software for the graphical presentation of linkage maps and QTLs. J Hered 93:77–78
Yu J, Wang J, Lin W, Li S, Li H, Zhou J, Ni P, Dong W, Hu S, Zeng C, Zhang J, Zhang Y, Li R, Xu Z, Li S, Li X, Zheng H, Cong L, Lin L, Yin J, Geng J, Li G, Shi J, Liu J, Lv H, Li J, Wang J, Deng Y, Ran L, Shi X, Wang X, Wu Q, Li C, Ren X, Wang J, Wang X, Li D, Liu D, Zhang X, Ji Z, Zhao W, Sun Y, Zhang Z, Bao J, Han Y, Dong L, Ji J, Chen P, Wu S, Liu J, Xiao Y, Bu D, Tan J, Yang L, Ye C, Zhang J, Xu J, Zhou Y, Yu Y, Zhang B, Zhuang S, Wei H, Liu B, Lei M, Yu H, Li Y, Xu H, Wei S, He X, Fang L, Zhang Z, Zhang Y, Huang X, Su Z, Tong W, Li J, Tong Z, Li S, Ye J, Wang L, Fang L, Lei T, Chen C, Chen H, Xu Z, Li H, Huang H, Zhang F, Xu H, Li N, Zhao C, Li S, Dong L, Huang Y, Li L, Xi Y, Qi Q, Li W, Zhang B, Hu W, Zhang Y, Tian X, Jiao Y, Liang X, Jin J, Gao L, Zheng W, Hao B, Liu S, Wang W, Yuan L, Cao M, McDermott J, Samudrala R, Wang J, Wong GK, Yang H (2005) The genomes of Oryza sativa: a history of duplications. PLoS Biol 3:e38
Zhu YL, Song QJ, Hyten DL, Van Tassell CP, Matukumalli LK, Grimm DR, Hyatt SM, Fickus EW, Young ND, Cregan PB (2003) Single-nucleotide polymorphisms in soybean. Genetics 163:1123–1134
Acknowledgment
The project was supported by the GABI (Genomanalyse im biologischen System Pflanze) initiative funded by Bundesministerium für Bildung und Forschung (Germany). Funding by grants with the numbers 0312283A, 0312283B, 0312283E, 0312283H, and 0312283D/0 is gratefully acknowledged.
Author information
Authors and Affiliations
Corresponding author
Additional information
Communicated by R. Waugh.
Electronic supplementary material
Below is the link to the electronic supplementary material.
Rights and permissions
About this article
Cite this article
Schneider, K., Kulosa, D., Soerensen, T.R. et al. Analysis of DNA polymorphisms in sugar beet (Beta vulgaris L.) and development of an SNP-based map of expressed genes. Theor Appl Genet 115, 601–615 (2007). https://doi.org/10.1007/s00122-007-0591-4
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s00122-007-0591-4