메뉴 건너뛰기




Volumn 15, Issue 1, 2015, Pages

Seedling development traits in Brassica napus examined by gene expression analysis and association mapping

Author keywords

5 bisphosphate carboxylase oxygenase small subunit; 6 bisphosphatase; Brassica napus; Candidate genes; Digital gene expression analysis (DGE seq); Fructose 1; Genome wide association mapping; Linkage disequilibrium (LD); Plant breeding; Ribulose 1; RT qPCR; Seedling development; Weighted gene co expression network analysis (WGCNA)

Indexed keywords

BRASSICA NAPUS;

EID: 85019199021     PISSN: None     EISSN: 14712229     Source Type: Journal    
DOI: 10.1186/s12870-015-0496-3     Document Type: Article
Times cited : (20)

References (42)
  • 1
    • 0030473606 scopus 로고    scopus 로고
    • Crop responses to drought and the interpretation of adaptation
    • Blum A. Crop responses to drought and the interpretation of adaptation. Plant Growth Regul. 1996; 20:135-48. 10.1007/BF00024010.
    • (1996) Plant Growth Regul , vol.20 , pp. 135-148
    • Blum, A.1
  • 2
    • 80855123810 scopus 로고    scopus 로고
    • Patterns of molecular variation in a species-wide germplasm set of Brassica napus
    • Bus A, Körber N, Snowdon RJ, Stich B. Patterns of molecular variation in a species-wide germplasm set of Brassica napus. Theor Appl Genet. 2011; 123:1413-23. 10.1007/s00122-011-1676-7.
    • (2011) Theor Appl Genet , vol.123 , pp. 1413-1423
    • Bus, A.1    Körber, N.2    Snowdon, R.J.3    Stich, B.4
  • 3
    • 31744444117 scopus 로고    scopus 로고
    • Maize association population: a high-resolution platform for quantitative trait locus dissection
    • Flint-Garcia SA, Thuillet AC, Yu J, Pressoir G, Romero SM, Mitchell SE, et al.Maize association population: a high-resolution platform for quantitative trait locus dissection. Plant J. 2005; 44(6):1054-64. 10.1111/.1365-313X.j2005.02591.x.
    • (2005) Plant J , vol.44 , Issue.6 , pp. 1054-1064
    • Flint-Garcia, S.A.1    Thuillet, A.C.2    Yu, J.3    Pressoir, G.4    Romero, S.M.5    Mitchell, S.E.6
  • 4
    • 84871996129 scopus 로고    scopus 로고
    • Genome-wide association study dissects the genetic architecture of oil biosynthesis in maize kernels
    • Li H, Peng Z, Yang X, Wang W, Fu J, Wang J, et al.Genome-wide association study dissects the genetic architecture of oil biosynthesis in maize kernels. Nat Genet. 2013; 45(1):43-50. 10.1038/ng.2484.
    • (2013) Nat Genet , vol.45 , Issue.1 , pp. 43-50
    • Li, H.1    Peng, Z.2    Yang, X.3    Wang, W.4    Fu, J.5    Wang, J.6
  • 5
    • 43049134042 scopus 로고    scopus 로고
    • Association of gene-linked SSR markers to seed glucosinolate content in oilseed rape (Brassica napus ssp. napus)
    • Hasan M, Friedt W, Pons-Kühnemann J, Freitag NM, Link K, Snowdon RJ. Association of gene-linked SSR markers to seed glucosinolate content in oilseed rape (Brassica napus ssp. napus). Theor Appl Genet. 2008; 116(8):1035-49. 10.1007/s00122-008-0733-3.
    • (2008) Theor Appl Genet , vol.116 , Issue.8 , pp. 1035-1049
    • Hasan, M.1    Friedt, W.2    Pons-Kühnemann, J.3    Freitag, N.M.4    Link, K.5    Snowdon, R.J.6
  • 6
    • 84865433901 scopus 로고    scopus 로고
    • Abundance, marker development and genetic mapping of microsatellites from unigenes in Brassica napus
    • Wang F, Wang X, Chen X, Xiao Y, Li H, Zhang S, et al.Abundance, marker development and genetic mapping of microsatellites from unigenes in Brassica napus. Mol Breeding. 2011; 30(2):731-44. 10.1007/s11032-011-9658-7.
    • (2011) Mol Breeding , vol.30 , Issue.2 , pp. 731-744
    • Wang, F.1    Wang, X.2    Chen, X.3    Xiao, Y.4    Li, H.5    Zhang, S.6
  • 7
    • 78649249216 scopus 로고    scopus 로고
    • Association mapping for phenological, morphological, and quality traits in canola quality winter rapeseed (Brassica napus L)
    • Honsdorf N, Becker HC, Ecke W. Association mapping for phenological, morphological, and quality traits in canola quality winter rapeseed (Brassica napus L). Genome. 2010; 53(11):899-907. 10.1139/G10-049.
    • (2010) Genome , vol.53 , Issue.11 , pp. 899-907
    • Honsdorf, N.1    Becker, H.C.2    Ecke, W.3
  • 8
    • 34248328910 scopus 로고    scopus 로고
    • Genetic and epigenetic mechanisms for gene expression and phenotypic variation in plant polyploids
    • Chen ZJ. Genetic and epigenetic mechanisms for gene expression and phenotypic variation in plant polyploids. Annu Rev Plant Biol. 2007; 58:377-406. 10.1146/annurev.arplant.58.032806.103835.
    • (2007) Annu Rev Plant Biol , vol.58 , pp. 377-406
    • Chen, Z.J.1
  • 9
    • 79959312164 scopus 로고    scopus 로고
    • Expression level of a gibberellin 20-oxidase gene is associated with multiple agronomic and quality traits in barley
    • Jia Q, Zhang XQ, Westcott S, Broughton S, Cakir M, Yang J, et al., Expression level of a gibberellin 20-oxidase gene is associated with multiple agronomic and quality traits in barley. Theor Applied Genet. 2011; 122(8):1451-60. 10.1007/s00122-011-1544-5.
    • (2011) Theor Applied Genet , vol.122 , Issue.8 , pp. 1451-1460
    • Jia, Q.1    Zhang, X.Q.2    Westcott, S.3    Broughton, S.4    Cakir, M.5    Yang, J.6
  • 10
    • 84870242781 scopus 로고    scopus 로고
    • Seedling development in a Brassica napus diversity set and its relationship to agronomic performance
    • Körber N, Wittkop B, Bus A, Friedt W, Snowdon RJ, Stich B. Seedling development in a Brassica napus diversity set and its relationship to agronomic performance. Theor Appl Genet. 2012; 125(6):1275-87. 10.1007/s00122-012-1912-9.
    • (2012) Theor Appl Genet , vol.125 , Issue.6 , pp. 1275-1287
    • Körber, N.1    Wittkop, B.2    Bus, A.3    Friedt, W.4    Snowdon, R.J.5    Stich, B.6
  • 11
    • 75849160842 scopus 로고    scopus 로고
    • Comparative mapping of quantitative trait loci involved in heterosis for seedling and yield traits in oilseed rape (Brassica napus L.)
    • Basunanda P, Radoev M, Ecke W, Friedt W, Becker HC, Snowdon RJ. Comparative mapping of quantitative trait loci involved in heterosis for seedling and yield traits in oilseed rape (Brassica napus L.)Theor Appl Genet. 2010; 120(2):271-81. 10.1007/s00122-009-1133-z.
    • (2010) Theor Appl Genet , vol.120 , Issue.2 , pp. 271-281
    • Basunanda, P.1    Radoev, M.2    Ecke, W.3    Friedt, W.4    Becker, H.C.5    Snowdon, R.J.6
  • 12
    • 84921749466 scopus 로고    scopus 로고
    • Multiplexed digital gene expression analysis for genetical genomics in large plant populations
    • In: (Batley J, editor.). New York: Springer;
    • Obermeier C, Salazar-Colqui BM, Spamer V, Snowdon RJ. In: (Batley J, editor.) Multiplexed digital gene expression analysis for genetical genomics in large plant populations. New York: Springer; 2015, pp. 119-140. 10.1007/978-1-4939-j1966-6_9.
    • (2015) , pp. 119-140
    • Obermeier, C.1    Salazar-Colqui, B.M.2    Spamer, V.3    Snowdon, R.J.4
  • 13
    • 84864883992 scopus 로고    scopus 로고
    • Associative transcriptomics of traits in the polyploid crop species Brassica napus
    • Harper AL, Trick M, Higgins J, Fraser F, Clissold L, Wells R, et al.Associative transcriptomics of traits in the polyploid crop species Brassica napus. Nat Biotechnol. 2012; 30(8):798-802. 10.1038/nbt.2302.
    • (2012) Nat Biotechnol , vol.30 , Issue.8 , pp. 798-802
    • Harper, A.L.1    Trick, M.2    Higgins, J.3    Fraser, F.4    Clissold, L.5    Wells, R.6
  • 14
    • 80053386792 scopus 로고    scopus 로고
    • The genome of the mesopolyploid crop species Brassica rapa
    • Wang X, Wang H, Wang J, Sun R, Wu J, Liu S, et al.The genome of the mesopolyploid crop species Brassica rapa. Nature Genet. 2011; 43(10):1035-9. 10.1038/ng.919.
    • (2011) Nature Genet , vol.43 , Issue.10 , pp. 1035-1039
    • Wang, X.1    Wang, H.2    Wang, J.3    Sun, R.4    Wu, J.5    Liu, S.6
  • 15
    • 84905978616 scopus 로고    scopus 로고
    • Transcriptome, and methylome profiling reveals relics of genome dominance in the mesopolyploid Brassica oleracea
    • Parkin IA, Koh C, Tang H, Robinson SJ, Kagale S, Clarke WE, et al. Transcriptome. and methylome profiling reveals relics of genome dominance in the mesopolyploid Brassica oleracea. Genome Biol. 2014; 15(6):R77. 10.1186/gb-2014-15-6-r77.
    • (2014) Genome Biol. , vol.15 , Issue.6 , pp. R77
    • Parkin, I.A.1    Koh, C.2    Tang, H.3    Robinson, S.J.4    Kagale, S.5    Clarke, W.E.6
  • 16
    • 60549111634 scopus 로고    scopus 로고
    • WGCNA:, an R package for weighted correlation network analysis
    • Langfelder P, Horvath S. WGCNA:. an R package for weighted correlation network analysis. BMC Bioinformatics. 2008; 9:559. 10.1186/1471-j2105-9-559.
    • (2008) BMC Bioinformatics. , vol.9 , pp. 559
    • Langfelder, P.1    Horvath, S.2
  • 17
    • 0242490780 scopus 로고    scopus 로고
    • Cytoscape: a software environment for integrated models of biomolecular interaction networks
    • Shannon P, Markiel A, Ozier O, Baliga NS, Wang JT, Ramage D, et al.Cytoscape: a software environment for integrated models of biomolecular interaction networks. Genome Res. 2003; 13(11):2498-504. 10.1101/gr.1239303.
    • (2003) Genome Res , vol.13 , Issue.11 , pp. 2498-2504
    • Shannon, P.1    Markiel, A.2    Ozier, O.3    Baliga, N.S.4    Wang, J.T.5    Ramage, D.6
  • 18
    • 77954299992 scopus 로고    scopus 로고
    • agriGO: a GO analysis toolkit for the agricultural community
    • Du Z, Zhou X, Ling Y, Zhang Z, Su Z. agriGO: a GO analysis toolkit for the agricultural community. Nucl Acids Res. 2010; 38:64-70. 10.1093/jnar/gkq310.
    • (2010) Nucl Acids Res , vol.38 , pp. 64-70
    • Du, Z.1    Zhou, X.2    Ling, Y.3    Zhang, Z.4    Su, Z.5
  • 20
    • 0023959349 scopus 로고
    • Variances and covariances of squared linkage disequilibria in finite populations
    • Hill WG, Weir BS. Variances and covariances of squared linkage disequilibria in finite populations. Theor Popul Biol. 1988; 33(1):54-78. 10.1016/0040-5809(88)90004-4.
    • (1988) Theor Popul Biol , vol.33 , Issue.1 , pp. 54-78
    • Hill, W.G.1    Weir, B.S.2
  • 21
    • 0003241376 scopus 로고
    • Variability within and among natural populations
    • Chicago: The University of Chicago Press
    • Wright S. Variability within and among natural populations. In: Evolution and the Genetics of Populations, Vol IV. Chicago: The University of Chicago Press: 1978. p. 91.
    • (1978) Evolution and the Genetics of Populations , vol.4
    • Wright, S.1
  • 23
    • 0038649534 scopus 로고
    • Estimation of coefficient of coancestry using molecular markers in maize
    • Bernardo R. Estimation of coefficient of coancestry using molecular markers in maize. Theor Appl Genet. 1993; 85:1055-62. 10.1007/jBF00215047.
    • (1993) Theor Appl Genet , vol.85 , pp. 1055-1062
    • Bernardo, R.1
  • 24
    • 45149105926 scopus 로고    scopus 로고
    • Efficient control of population structure in model organism association mapping
    • Kang HM, Zaitlen Na, Wade CM, Kirby A, Heckerman D, Daly MJ, et al.Efficient control of population structure in model organism association mapping. Genetics. 2008; 178:1709-23. 10.1534/genetics.107.080101.
    • (2008) Genetics , vol.178 , pp. 1709-1723
    • Kang, H.M.1    Zaitlen, N.2    Wade, C.M.3    Kirby, A.4    Heckerman, D.5    Daly, M.J.6
  • 25
    • 84863304598 scopus 로고    scopus 로고
    • R: A Language and Environment for Statistical Computing
    • Vienna: R Foundation for Statistical Computing;
    • R Development Core Team. R: A Language and Environment for Statistical Computing. Vienna: R Foundation for Statistical Computing; 2011. vol. 1.
    • (2011) , vol.1
  • 26
    • 51249171246 scopus 로고
    • Nuclear DNA content of some important plant species
    • Arumuganathan K, Earle ED. Nuclear DNA content of some important plant species. Plant Mol Biol Rep. 1991; 9(4):415-5. 10.1007/jBF02672016.
    • (1991) Plant Mol Biol Rep , vol.9 , Issue.4 , pp. 415-415
    • Arumuganathan, K.1    Earle, E.D.2
  • 27
    • 77950023622 scopus 로고    scopus 로고
    • Extent and structure of linkage disequilibrium in canola quality winter rapeseed (Brassica napus L.)
    • Ecke W, Clemens R, Honsdorf N, Becker HC. Extent and structure of linkage disequilibrium in canola quality winter rapeseed (Brassica napus L.)Theor Appl Genet. 2010; 120(5):921-31. 10.1007/s00122-009-1221-0.
    • (2010) Theor Appl Genet , vol.120 , Issue.5 , pp. 921-931
    • Ecke, W.1    Clemens, R.2    Honsdorf, N.3    Becker, H.C.4
  • 28
    • 4544348943 scopus 로고    scopus 로고
    • QTL analyses of complex traits with cross validation, bootstrapping and other biometric methods
    • Melchinger AE, Utz HF, Schön CC. QTL analyses of complex traits with cross validation, bootstrapping and other biometric methods. Euphytica. 2004; 137(1):1-11. 10.1023/B:EUPH.0000040498.48379.68.
    • (2004) Euphytica , vol.137 , Issue.1 , pp. 1-11
    • Melchinger, A.E.1    Utz, H.F.2    Schön, C.C.3
  • 29
    • 79953096336 scopus 로고    scopus 로고
    • The quantitative-genetic and QTL architecture of trait integration and modularity in Brassica rapa across simulated seasonal settings
    • Edwards CE, Weinig C. The quantitative-genetic and QTL architecture of trait integration and modularity in Brassica rapa across simulated seasonal settings. Heredity. 2011; 106(4):661-77. 10.1038/hdy.2010.103.
    • (2011) Heredity , vol.106 , Issue.4 , pp. 661-677
    • Edwards, C.E.1    Weinig, C.2
  • 30
    • 0031833578 scopus 로고    scopus 로고
    • Quantitative trait locus (QTL) mapping using different testers and independent population samples in maize reveals low power of QTL detection and large bias in estimates of QTL effects
    • Melchinger AE, Utz HF, Schön CC. Quantitative trait locus (QTL) mapping using different testers and independent population samples in maize reveals low power of QTL detection and large bias in estimates of QTL effects. Genetics. 1998; 149(1):383-403.
    • (1998) Genetics , vol.149 , Issue.1 , pp. 383-403
    • Melchinger, A.E.1    Utz, H.F.2    Schön, C.C.3
  • 31
    • 0001894671 scopus 로고
    • electing the optimum genetic background for transgenic varieties, with examples from Brassica
    • Cassells A, Jones P, editors. The Methodology of Plant Genetic Manipulation: Criteria for Decision Making. Developments in Plant Breeding. Netherlands: Springer:
    • Lydiate D, Dale P, Lagercrantz U, Parkin I, Howell P. Selecting the optimum genetic background for transgenic varieties, with examples from Brassica In: Cassells A, Jones P, editors. The Methodology of Plant Genetic Manipulation: Criteria for Decision Making. Developments in Plant Breeding. Netherlands: Springer: 1995. p. 351-8. 10.1007/978-94-j011-0357-2_43.
    • (1995) , pp. 351-358
    • Lydiate, D.1    Dale, P.2    Lagercrantz, U.3    Parkin, I.4    Howell, P.5
  • 32
    • 0029186820 scopus 로고
    • Identification of the A and C genomes of amphidiploid Brassica napus (oilseed rape)
    • Parkin IAP, Sharpe AG, J KD, Lydiate DJ. Identification of the A and C genomes of amphidiploid Brassica napus (oilseed rape). Genome. 1995; 38(6):1122-31. 10.1139/g95-149.
    • (1995) Genome , vol.38 , Issue.6 , pp. 1122-1131
    • Parkin, I.A.P.1    Sharpe, A.G.2    Keith, D.J.3    Lydiate, D.J.4
  • 34
    • 49249144575 scopus 로고
    • The most abundant protein in the world,
    • Ellis RJ. The most abundant protein in the world,. Trends Biochem Sci. 1979; 4(11):241-4. 10.1016/0968-0004(79)90212-3.
    • (1979) Trends Biochem Sci , vol.4 , Issue.11 , pp. 241-244
    • Ellis, R.J.1
  • 35
    • 14844307622 scopus 로고    scopus 로고
    • Differential pattern of expression and sugar regulation of Arabidopsis thaliana ADP-glucose pyrophosphorylase-encoding genes
    • Crevillén P, Ventriglia T, Pinto F, Orea A, Mérida A, Romero JM. Differential pattern of expression and sugar regulation of Arabidopsis thaliana ADP-glucose pyrophosphorylase-encoding genes. J Biol Chem. 2005; 280(9):8143-149. 10.1074/jbc.M411713200.
    • (2005) J Biol Chem , vol.280 , Issue.9 , pp. 8143-8149
    • Crevillén, P.1    Ventriglia, T.2    Pinto, F.3    Orea, A.4    Mérida, A.5    Romero, J.M.6
  • 36
    • 0001261938 scopus 로고
    • Enzymic synthesis of adenosine diphosphate glucose from glucose 1-phosphate and adenosine triphosphate
    • Espada J. Enzymic synthesis of adenosine diphosphate glucose from glucose 1-phosphate and adenosine triphosphate. J Biol Chem. 1962; 237(12):3577-581.
    • (1962) J Biol Chem , vol.237 , Issue.12 , pp. 3577-3581
    • Espada, J.1
  • 38
    • 79953095540 scopus 로고    scopus 로고
    • RefGenes: identification of reliable and condition specific reference genes for RT-qPCR data normalization.
    • Hruz T, Wyss M, Docquier M, Pfaffl MW, Masanetz S, Borghi L, et al.RefGenes: identification of reliable and condition specific reference genes for RT-qPCR data normalization. BMC. Genomics. 2011; 12(1):156. 10.1186/1471-2164-12-156.
    • (2011) BMC, Genomics. , vol.12 , Issue.1 , pp. 156
    • Hruz, T.1    Wyss, M.2    Docquier, M.3    Pfaffl, M.W.4    Masanetz, S.5    Borghi, L.6
  • 39
    • 33947515412 scopus 로고    scopus 로고
    • Defects in CTP:PHOSPHORYLETHANOLAMINE CYTIDYLYLTRANSFERASE affect embryonic and postembryonic development in Arabidopsis
    • Mizoi J, Nakamura M, Nishida I. Defects in CTP:PHOSPHORYLETHANOLAMINE CYTIDYLYLTRANSFERASE affect embryonic and postembryonic development in Arabidopsis. Plant Cell. 2006; 18(12):3370-385. 10.1105/tpc.106.040840.
    • (2006) Plant Cell , vol.18 , Issue.12 , pp. 3370-3385
    • Mizoi, J.1    Nakamura, M.2    Nishida, I.3
  • 40
    • 0016761879 scopus 로고
    • Regulation of phospholipid biosynthesis in isolated rat hepatocytes. Effect of different substrates
    • Sundler R, Akesson B. Regulation of phospholipid biosynthesis in isolated rat hepatocytes. Effect of different substrates. J Biol Chem. 1975; 250:3359-367.
    • (1975) J Biol Chem , vol.250 , pp. 3359-3367
    • Sundler, R.1    Akesson, B.2
  • 41
    • 77953591461 scopus 로고    scopus 로고
    • The Kennedy pathway-de novo synthesis of phosphatidylethanolamine and phosphatidylcholine
    • Gibellini F, Smith TK. The Kennedy pathway-de novo synthesis of phosphatidylethanolamine and phosphatidylcholine. IUBMB Life. 2010; 62(6):414-28. 10.1002/iub.337.
    • (2010) IUBMB Life , vol.62 , Issue.6 , pp. 414-428
    • Gibellini, F.1    Smith, T.K.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.