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Identification of QTLs that control clubroot resistance in Brassica oleracea and comparative analysis of clubroot resistance genes between B. rapa and B. oleracea

Abstract

To perform comparative studies of CR (clubroot resistance) loci in Brassica oleracea and Brassica rapa and to develop marker-assisted selection in B. oleracea, we constructed a B. oleracea map, including specific markers linked to CR genes of B. rapa. We also analyzed CR-QTLs using the mean phenotypes of F3 progenies from the cross of a resistant double-haploid line (Anju) with a susceptible double-haploid line (GC). In the nine linkage groups obtained (O1-O9), the major QTL, pb-Bo(Anju)1, was derived from Anju with a maximum LOD score (13.7) in O2. The QTL (LOD 5.1) located in O5, pb-Bo(GC)1, was derived from the susceptible GC. Other QTLs with smaller effects were found in O2, O3, and O7. Based on common markers, it was possible to compare our finding CR-QTLs with the B. oleracea CR loci reported by previous authors; pb-Bo(GC)1 may be identical to the CR-QTL reported previously or a different member contained in the same CR gene cluster. In total, the markers linked to seven B. rapa CR genes were mapped on the B. oleracea map. Based on the mapping position and markers of the CR genes, informative comparative studies of CR loci between B. oleracea and B. rapa were performed. Our map discloses specific primer sequences linked to CR genes and includes public SSR markers that will promote pyramiding CR genes in intra- and inter-specific crosses in Brassica crops. Five genes involved in glucosinolates biosynthesis were also mapped, and GSL-BoELONG and GSL-BoPro were found to be linked to the pb-Bo(Anju)1 and Bo(GC)1 loci, respectively. The linkage drag associated with the CR-QTLs is briefly discussed.

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References

  • Basten CJ, Weir BS, Zeng ZB (2002) QTL cartographer: a reference manual and tutorial for QTL mapping. North Carolina State University, Department of Statistics, Raleigh

    Google Scholar 

  • Cheng X, Xu J, Xia S, Gu J, Yang Y, Fu J, Qian X, Zhang S, Wu J, Liu K (2009) Development and genetic mapping of microsatellite markers from genome survey sequences in Brassica napus. Theor Appl Genet 118:1121–1131

    Article  PubMed  CAS  Google Scholar 

  • Chiang MS, Crete R (1970) Inheritance of clubroot resistance in cabbage (Brassica oleracea L. var. capitata L.). Can J Genet Cytol 12:253–256

    Google Scholar 

  • Chiang MS, Crete R (1983) Transfer of resistance to race 2 of Plasmodiophora brassicae from Brassica napus to cabbage (B. oleracea ssp. capitata). V. The inheritance of resistance. Euphytica 32:479–483

    Article  Google Scholar 

  • Chiang MS, Chong C, Chevrier G, Crete R (1989) Glucosinolates in clubroot-resistant and -susceptible selections of Broccoli. Hortic Sci 24:665–666

    CAS  Google Scholar 

  • Chong C, Chiang MS, Crete R (1985) Studies on glucosinolates in clubroot resistant selections and susceptible commercial cultivars of cabbages. Euphytica 34:65–73

    Article  CAS  Google Scholar 

  • Crips P, Crute IR, Sutherland RA, Angeli SM, Bloor K, Burgess H, Gordon P (1989) The exploitation of genetic resources of Brassica oleracea in breeding for resistance to clubroot (Plasmodiophora brassicae). Euphytica 42:215–226

    Google Scholar 

  • Crute IR, Gray AR, Crisp P, Buczacki ST (1980) Variation in Plasmodiophora brassicae and resistance to clubroot disease in brassicas and allied crops—a critical review. Plant Breed Abstr 50:91–104

    Google Scholar 

  • Crute IR, Phelps K, Barnes A, Buczacki ST, Crisp P (1983) The relationship between genotypes of three Brassica species and collections of Plasmodiophora brassicae. Plant Pathol 32:405–420

    Article  Google Scholar 

  • Dias JS, Ferreira ME, Williams PH (1993) Screening of Portuguese cole landraces (Brassica oleacea L.) with Peronospora parasitica and Plasmodiophora brassicae. Euphytica 67:135–141

    Article  Google Scholar 

  • Diederichsen E, Frauen M, Linders EGA, Hatakeyama K, Hirai M (2009) Status and perspectives of clubroot resistance breeding in crucifer crops. J Plant Growth Regul 28. doi:10.1007/s00344-009-9100-0

  • Dixon GR, Robinson DL (1986) The susceptibility of Brassica oleracea cultivars to Plasmodiophora brassicae (clubroot). Plant Pathol 35:101–107

    Article  Google Scholar 

  • Dobson RL, Gabrielson RL, Baker AS, Bennett L (1983) Effects of lime particle-size and distribution and fertilizer formulation on clubroot disease caused by Plasmodiophora brassicae. Plant Dis 67:50–52

    Article  Google Scholar 

  • Figdore SS, Ferrerira ME, Slocum MK, Williams PH (1993) Association of RFLP markers with trait loci affecting clubroot resistance and morphological characters in Brassica oleracea L. Euphytica 69:33–44

    Article  CAS  Google Scholar 

  • Fuchs H, Sacristain MD (1996) Identification of a gene in Arabidopsis thaliana controlling resistance to clubroot (Plasmodiophora brassicae) and characterization o the resistance response. Mol Plant Microbe Interact 9:91–97

    CAS  Google Scholar 

  • Fukuoka H, Nunome T, Minamiyama Y, Kono I, Namiki N, Kojima A (2005) read2Marker: a data processing tool for microsatellite marker development from a large data set. Biotechniques 39:472–476

    Article  PubMed  CAS  Google Scholar 

  • Gao M, Li G, Yang B, Qiu D, Farnham M, Quiros CF (2007) High-density Brassica oleracea linkage map: identification of useful new link-ages. Theor Appl Genet 115:277–287

    Article  PubMed  CAS  Google Scholar 

  • Glen DM, Jones H, Fieldsend JK (1990) Damage to oilseed rape seedlings by the field slug Deroceras reticulatum in relation to glucosinolate concentration. Ann Appl Biol 118:197–207

    Article  Google Scholar 

  • Grandclement C, Thomas G (1996) Detection and analysis of QTLs based on RAPD makers for polygenic resistance to Plasmodiophora brassicae Woron in Brassica oleracea L. Theor Appl Genet 93:86–90

    Article  Google Scholar 

  • Hansen M (1989) Genetic variation and inheritance of tolerance to clubroot (Plasmodiophora brassicae Wor.) and other quantitative character in cabbage (Brassica oleracea L). Hereditas 110:13–22

    Article  Google Scholar 

  • Hayashida N, Takabatake Y, Nakazawa N, Aruga D, Nakanishi H, Taguchi G, Sakamoto K, Matsumoto E (2008) Construction of a practical SCAR marker linked to clubroot resistance in Chinese cabbage, with intensive analysis of HC352b genes. J Jpn Soc Hortic Sci 77:150–154

    Article  CAS  Google Scholar 

  • Hirai M (2006) Genetic analysis of clubroot resistance in Brassica crops. Breed Sci 56:223–229

    Article  Google Scholar 

  • Hirai M, Harada T, Kubo N, Tsukada M, Suwabe K, Matsumoto S (2004) A novel locus for clubroot resistance in Brassica rapa and its linkage markers. Theor Appl Genet 108:639–643

    Article  PubMed  CAS  Google Scholar 

  • Iniguez-Luy FL, Voort AV, Osborn TC (2008) Development of a set of public SSR markers derived from genomic sequence of a rapid cycling Brassica oleracea L. genotype. Theor Appl Genet 117:977–985

    Article  PubMed  CAS  Google Scholar 

  • Iwata H, Ninomiya S (2006) AntMap: constructing genetic linkage maps using an ant colony optimization algorithm. Breed Sci 56:371–377

    Article  Google Scholar 

  • Jones JDG (2001) Putting knowledge of plant disease resistance genes to work. Curr Opin Plant Biol 4:281–287

    Article  PubMed  CAS  Google Scholar 

  • Jubault M, Lariaagon C, Simon M, Delourme R, Manzanares-Dauleux M (2008) Identification of quantitative trait loci controlling partial clubroot resistance in new mapping populations of Arabidopsis thaliana. Theor Appl Genet 117:191–202

    Article  PubMed  CAS  Google Scholar 

  • Kalendar R, Lee D, Schulman AH (2009) FastPCR software for PCR primer and probe design and repeat search. Genes, Genomes and Genomics 3(1). http://www.biocenter.helsinki.fi/bi/Programs/

  • Kikuchi S, Takata S, Ichii M, Kawasaki S (2003) Efficient fine mapping of the naked caryopsis gene (nud) by HEGS (High Efficiency Genome Scanning)/AFLP in barley. Theor Appl Genet 108:73–78

    Article  PubMed  CAS  Google Scholar 

  • Kuittinen H, Aguade M, Charlesworth D, Haan ADE, Lauga B, Mitchell-Olds T, Oikarinen S, Ramos-Onsins S, Stranger B, Van Tienderen P, Savolainen O (2002) Primers for 22 candidate genes for ecological adaptations in Brassicaceae. Mol Ecol Notes 2:258–262

    Article  CAS  Google Scholar 

  • Landry BS, Lincoln SE, Etoh T (1992) A genetic map for Brassica oleracea based on RFLP markers detected with expressed DNA sequences and mapping of resistance genes to race 2 of Plasmodiophora brassicae (Woronin). Genome 35:409–420

    CAS  Google Scholar 

  • Laurens F, Thomas G (1993) Inheritance of resistance to clubroot (Plasmodiophora brassicae Wor.) in kale (Brassica oleracea ssp. acephala). Hereditas 119:253–262

    Article  Google Scholar 

  • Li G, Quiros CF (2001) Sequence-related ampliWed polymorphism (SRAP), a new marker system based on a simple PCR reaction: its application to mapping and gene tagging in Brassica. Theor Appl Genet 103:455–461

    Article  CAS  Google Scholar 

  • Li G, Gao M, Yang B, Quiros CF (2003) Gene for gene alignment between the Brassica and Arabidopsis genomes by direct transcriptome mapping. Theor Appl Genet 107:168–180

    Article  PubMed  CAS  Google Scholar 

  • Manzanares-Dauleux MJ, Divaret I, Baron F, Thomas G (2000) Evaluation of French Brassica oleracea landraces for resistance to Plasmodiophora brassicae. Euphytica 113:211–218

    Article  Google Scholar 

  • Matsumoto E, Yasui C, Ohi M, Tsukada M (1998) Linkage analysis of RFLP markers for clubroot resistance and pigmentation in Chinese cabbage (Brassica rapa ssp. pekinensis). Euphytica 104:79–86

    Article  CAS  Google Scholar 

  • Matsumoto E, Hayashida N, Sakamoto K, Ohi M (2005) Behavior of DNA markers linked to a clubroot resistance gene in segregating populations of Chinese cabbage (Brassica rapa ssp. pekinensis). J Jpn Soc Hortic Sci 74(5):367–373

    Article  CAS  Google Scholar 

  • Menard R, Larue JP, Silue D, Thouvenot D (1999) Glucosinolates in cauliflower as biochemical markers for resistance against downy mildew. Phytochemistry 52:29–35

    Article  CAS  Google Scholar 

  • Moriguchi K, Takagi C, Ishii K, Nomura K (1999) A genetic map based on RAPD, RFLP, isozyme, morphological markers and QTL analysis for clubroot resistance in Brassica oleracea. Breed Sci 49:257–265

    CAS  Google Scholar 

  • Murray M, Thompson WF (1980) Rapid isolation of high molecular weight plant DNA. Nucleic Acids Res 8:4321–4325

    Article  PubMed  CAS  Google Scholar 

  • Niwa R, Nomura Y, Osaki M, Ezawa T (2008) Suppression of clubroot disease under neutral pH caused by inhibition of spore germination of Plasmodiophora brassicae in the rhizosphere. Plant Pathol 57:445–452

    Article  Google Scholar 

  • Nomura K, Minegishi Y, Kimizuka-Takagi C, Fujioka T, Moriguchi K, Shishido R, Ikehashi H (2005) Evaluation of F2 and F3 plants introgressed with QTLs for clubroot resistance in cabbage developed by using SCAR markers. Plant Breed 124:371–375

    Article  CAS  Google Scholar 

  • Okazaki K, Sakamoto K, Kikuchi R, Saito A, Togashi E, Kuginuki Y, Matsumoto S, Hirai M (2007) Mapping and characterization of FLC homologs and QTL analysis of flowering time in Brassica oleracea. Theor Appl Genet 108:639–643

    Google Scholar 

  • Parkin IA, Gulden SM, Sharpe AG, Lukens L, Trick M et al (2005) Segmental structure of the Brassica napus genome based on comparative analysis with Arabidopsis thaliana. Genetics 171:765–781

    Article  PubMed  CAS  Google Scholar 

  • Piao ZY, Deng YQ, Choi SR, Park YJ, Lim YP (2004) SCAR and CAPS mapping of CRb, a gene conferring resistance to Plasmodiophora brassicae in Chinese cabbage (Brassica rapa ssp. pekinensis). Theor Appl Genet 108:1458–1465

    Article  PubMed  CAS  Google Scholar 

  • Piao ZY, Ramchiary N, Lim YP (2009) Genetics of clubroot resistance in Brassica species. J Plant Growth Regul 28:252–264

    Article  CAS  Google Scholar 

  • Piquemal J, Cinquin E, Couton F, Rondeau C, Seignoret E et al (2005) Construction of an oilseed rape (Brassica napus L.) genetic map with SSR markers. Theor Appl Genet 111:1514–1523

    Article  PubMed  CAS  Google Scholar 

  • Qiu D, Morgan C, Shi J, Long Y, Liu J, Li R, Zhuang X, Wang Y, Tan X, Dietrich E, Weihmann T, Everett C, Vanstraelen S, Beckett P, Fraser F, Trick M, Barnes S, Wilmer J, Schmidt R, Li J, Li D, Meng J, Bancroft I (2006) A comparative linkage map of oilseed rape and its use for QTL analysis of seed oil and erucic acid content. Theor Appl Genet 114:67–80

    Article  PubMed  CAS  Google Scholar 

  • Radoev M, Becker HC, Ecke W (2008) Genetic analysis of heterosis for yield and yield components in rapeseed (Brassica napus L.) by quantitative trait locus mapping. Genetics 179:1547–1558

    Article  PubMed  CAS  Google Scholar 

  • Rocherieux J, Glory P, Giboulot A, Boury S, Barbeyron G, Thomas G, Manzanares-Dauleux MJ (2004) Isolate-specific and broad spectrum QTLs are involved in the control in Brassica oleracea. Theor Appl Genet 108:1555–1563

    Article  PubMed  CAS  Google Scholar 

  • Saito M, Kubo N, Matsumoto S, Suwabe K, Tsukada M, Hirai M (2006) Fine mapping of the clubroot resistance gene, Crr3, in Brassica rapa. Theor Appl Genet 114:81–91

    Article  PubMed  CAS  Google Scholar 

  • Sakamoto K, Saito A, Hayashida N, Taguchi G, Matsumoto E (2008) Mapping of isolate-specific QTL for clubroot resistance in Chinese cabbage (Brassica rapa L. ssp. pekinensis). Theor Appl Genet 117:759–767

    Article  PubMed  CAS  Google Scholar 

  • Suwabe K, Tsukazaki H, Iketani H, Hatakeyama K, Fujimura M, Nunome T, Fukuoka H, Matsumoto S, Hirai M (2003) Identification of two loci for resistance to clubroot (Plasmodiophora brassicae Woronin) in Brassica rapa L. Theor Appl Genet 107:997–1002

    Article  PubMed  CAS  Google Scholar 

  • Suwabe K, Tsukazaki H, Iketani H, Hatakeyama K, Kondo M, Fujimura M, Nunome T, Fukuoka H, Hirai M, Matsumoto A (2006) Simple sequence repeat-based comparative genomics between Brassica rapa and Arabidopsis thaliana: the genetic origin of clubroot resistance. Genetics 173:309–319

    Article  PubMed  CAS  Google Scholar 

  • Udall JA, Quijada PA, Osborn TC (2005) Detection of chromosomal rearrangements derived from homologous recombination in four mapping populations of Brassica napus L. Genetics 169:967–979

    Article  PubMed  CAS  Google Scholar 

  • Voorrips RE (1995) Plasmodiophora brassicae: aspects of pathogenesis and resistance in Brassica oleracea. Euphytica 83:139–146

    Article  Google Scholar 

  • Voorrips RE, Visser DL (1991) Recessive inheritance of resistance to clubroot resistant cabbage. Cruciferae Newsl 14(15):138–139

    Google Scholar 

  • Voorrips RE, Jongerious MC, Kanne HJ (1997) Mapping of two genes for resistance to clubroot (Plasmodiophora brassicae) in a population of doubled haploid lines of Brassica oleracea by means of RFLP and AFLP markers. Theor Appl Genet 94:75–82

    Article  PubMed  CAS  Google Scholar 

  • Wallenhammar AC (1996) Prevalence of Plasmodiophora brassicae in a spring oilseed rape growing area in central Sweden and factors influencing soil infection levels. Plant Pathol 45:710–719

    Article  Google Scholar 

  • Williams PH (1966) A system for the determination of races of Plasmodiophora brassicae that infect cabbage and rutabaga. Phytopathology 56:624–626

    Google Scholar 

  • Yoshikawa H (1983) Breeding for clubroot resistance of crucifer crops in Japan. Jpn Agric Res Q 17:6–11

    Google Scholar 

  • Zeng ZB (1994) Precision mapping of quantitative trait loci. Genetics 136:1457–1468

    PubMed  CAS  Google Scholar 

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Acknowledgments

The authors sincerely thank Dr. K. Hatakeyama from the National Institute of Vegetable and Tea Science, Japan, for kindly providing DH lines.

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Correspondence to K. Okazaki.

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Communicated by M. Havey.

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Nagaoka, T., Doullah, M.A.U., Matsumoto, S. et al. Identification of QTLs that control clubroot resistance in Brassica oleracea and comparative analysis of clubroot resistance genes between B. rapa and B. oleracea . Theor Appl Genet 120, 1335–1346 (2010). https://doi.org/10.1007/s00122-010-1259-z

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  • DOI: https://doi.org/10.1007/s00122-010-1259-z

Keywords

  • Cleave Amplify Polymorphic Sequence
  • Disease Severity Index
  • Restriction Fragment Length Polymorphism Marker
  • Clubroot Resistance
  • Bacterial Artificial Chromosome Sequence