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PMID: 18073439 Published · ppublish English Journal Article Research Support, Non-U.S. Gov't

Flowering time quantitative trait Loci analysis of oilseed brassica in multiple environments and genomewide alignment with Arabidopsis.

Genetics ·Vol. 177 ·No. 4 ·2007-12-00 ·Pages 2433-44

Long Y, Shi J, Qiu D, Li R, Zhang C, Wang J, Hou J, Zhao J, Shi L, Park BS, Choi SR, Lim YP, Meng J

Abstract

Most agronomical traits exhibit quantitative variation, which is controlled by multiple genes and are environmentally dependent. To study the genetic variation of flowering time in Brassica napus, a DH population and its derived reconstructed F(2) population were planted in 11 field environments. The flowering time varied greatly with environments; 60% of the phenotypic variation was attributed to genetic effects. Five to 18 QTL at a statistically significant level (SL-QTL) were detected in each environment and, on average, two new SL-QTL were discovered with each added environment. Another type of QTL, micro-real QTL (MR-QTL), was detected repeatedly from at least 2 of the 11 environments; resulting in a total of 36 SL-QTL and 6 MR-QTL. Sixty-three interacting pairs of loci were found; 50% of them were involved in QTL. Hundreds of floral transition genes in Arabidopsis were aligned with the linkage map of B. napus by in silico mapping; 28% of them aligned with QTL regions and 9% were consistent with interacting loci. One locus, BnFLC10, in N10 and a QTL cluster in N16 were specific to spring- and winter-cropped environments respectively. The number of QTL, interacting loci, and aligned functional genes revealed a complex genetic network controlling flowering time in B. napus.

MeSH Terms
Arabidopsis/genetics Brassica napus/genetics Chromosome Mapping Computational Biology Crops, Agricultural Databases, Nucleic Acid Environment Flowers/genetics Gene Regulatory Networks Genetic Variation Genome, Plant Quantitative Trait Loci Seasons
Authors & Affiliations
13 authors, click to expand affiliations / ORCID
Long Y
National Key Laboratory of Crop Genetic Improvement, Huazhong Agricultural University, Wuhan, China.
Shi J
Qiu D
Li R
Zhang C
Wang J
Hou J
Zhao J
Shi L
Park Beom-Seok
Choi S R
Lim Y P
Meng J
References (53)
53 references, click to expand
  1. Comparative mapping in Arabidopsis and Brassica, fine scale genome collinearity and congruence of genes controlling flowering time.
    Plant J. 1996 Jan;9(1):13-20 PMID: 8580970
  2. The molecular basis of vernalization: the central role of FLOWERING LOCUS C (FLC).
    Proc Natl Acad Sci U S A. 2000 Mar 28;97(7):3753-8 PMID: 10716723
  3. Epistasis and balanced polymorphism influencing complex trait variation.
    Nature. 2005 May 5;435(7038):95-8 PMID: 15875023
  4. Complex genetic networks underlying the defensive system of rice (Oryza sativa L.) to Xanthomonas oryzae pv. oryzae.
    Proc Natl Acad Sci U S A. 2006 May 23;103(21):7994-9 PMID: 16702555
  5. It's time to flower: the genetic control of flowering time.
    Bioessays. 2004 Apr;26(4):363-73 PMID: 15057934
  6. More QTL for flowering time revealed by substitution lines in brassica oleracea
    Heredity (Edinb). 1999 Nov;83 (Pt 5):586-96 PMID: 10620032
  7. Comparative mapping of quantitative trait loci sculpting the curd of Brassica oleracea.
    Genetics. 2000 Aug;155(4):1927-54 PMID: 10924486
  8. Genetic dissection of complex traits: guidelines for interpreting and reporting linkage results.
    Nat Genet. 1995 Nov;11(3):241-7 PMID: 7581446
  9. Segmental structure of the Brassica napus genome based on comparative analysis with Arabidopsis thaliana.
    Genetics. 2005 Oct;171(2):765-81 PMID: 16020789
  10. Hd6, a rice quantitative trait locus involved in photoperiod sensitivity, encodes the alpha subunit of protein kinase CK2.
    Proc Natl Acad Sci U S A. 2001 Jul 3;98(14):7922-7 PMID: 11416158
  11. Precision mapping of quantitative trait loci.
    Genetics. 1994 Apr;136(4):1457-68 PMID: 8013918
  12. Synteny: recent advances and future prospects.
    Curr Opin Plant Biol. 2000 Apr;3(2):97-102 PMID: 10712952
  13. Comparative mapping in grasses. Wheat relationships.
    Mol Gen Genet. 1995 Oct 25;248(6):744-54 PMID: 7476878
  14. Conserved structure and function of the Arabidopsis flowering time gene CONSTANS in Brassica napus.
    Plant Mol Biol. 1998 Jul;37(5):763-72 PMID: 9678571
  15. Epistasis and its contribution to genetic variance components.
    Genetics. 1995 Mar;139(3):1455-61 PMID: 7768453
  16. Genome-wide epistatic interaction analysis reveals complex genetic determinants of circadian behavior in mice.
    Genome Res. 2001 Jun;11(6):959-80 PMID: 11381025
  17. Hd1, a major photoperiod sensitivity quantitative trait locus in rice, is closely related to the Arabidopsis flowering time gene CONSTANS.
    Plant Cell. 2000 Dec;12(12):2473-2484 PMID: 11148291
  18. Phase change and the regulation of developmental timing in plants.
    Science. 2003 Jul 18;301(5631):334-6 PMID: 12869752
  19. Genetic dissection of a genomic region for a quantitative trait locus, Hd3, into two loci, Hd3a and Hd3b, controlling heading date in rice.
    Theor Appl Genet. 2002 Apr;104(5):772-778 PMID: 12582636
  20. LOD significance thresholds for QTL analysis in experimental populations of diploid species
    Heredity (Edinb). 1999 Nov;83 (Pt 5):613-24 PMID: 10620035
  21. Physical organization of the major duplication on Brassica oleracea chromosome O6 revealed through fluorescence in situ hybridization with Arabidopsis and Brassica BAC probes.
    Genome. 2005 Dec;48(6):1093-103 PMID: 16391678
  22. Genome-wide genetic association of complex traits in heterogeneous stock mice.
    Nat Genet. 2006 Aug;38(8):879-87 PMID: 16832355
  23. Leveraging the rice genome sequence for monocot comparative and translational genomics.
    Theor Appl Genet. 2007 Jul;115(2):237-43 PMID: 17522835
  24. Permutation tests for multiple loci affecting a quantitative character.
    Genetics. 1996 Jan;142(1):285-94 PMID: 8770605
  25. Vernalization: a model for investigating epigenetics and eukaryotic gene regulation in plants.
    Biochim Biophys Acta. 2007 May-Jun;1769(5-6):269-75 PMID: 17383745
  26. The ABC's of comparative genomics in the Brassicaceae: building blocks of crucifer genomes.
    Trends Plant Sci. 2006 Nov;11(11):535-42 PMID: 17029932
  27. Mapping of RFLP and qualitative trait loci in Brassica rapa and comparison to the linkage maps of B. napus, B. oleracea, and Arabidopsis thaliana.
    Theor Appl Genet. 1994 Dec;89(7-8):885-94 PMID: 24178100
  28. Vernalization, competence, and the epigenetic memory of winter.
    Plant Cell. 2004 Oct;16(10):2553-9 PMID: 15466409
  29. Less-than-additive epistatic interactions of quantitative trait loci in tomato.
    Genetics. 1996 Aug;143(4):1807-17 PMID: 8844166
  30. Rates of nucleotide substitution in angiosperm mitochondrial DNA sequences and dates of divergence between Brassica and other angiosperm lineages.
    J Mol Evol. 1999 May;48(5):597-604 PMID: 10198125
  31. Analysis of conditional genetic effects and variance components in developmental genetics.
    Genetics. 1995 Dec;141(4):1633-9 PMID: 8601500
  32. The Arabidopsis genome sequence as a tool for genome analysis in Brassicaceae. A comparison of the Arabidopsis and Capsella rubella genomes.
    Plant Physiol. 2004 Jun;135(2):735-44 PMID: 15208421
  33. Importance of epistasis as the genetic basis of heterosis in an elite rice hybrid.
    Proc Natl Acad Sci U S A. 1997 Aug 19;94(17):9226-31 PMID: 11038567
  34. Quantitative trait analysis of seed yield and other complex traits in hybrid spring rapeseed (Brassica napus L.): 2. Identification of alleles from unadapted germplasm.
    Theor Appl Genet. 2006 Aug;113(4):597-609 PMID: 16767446
  35. Empirical threshold values for quantitative trait mapping.
    Genetics. 1994 Nov;138(3):963-71 PMID: 7851788
  36. Mapping loci controlling vernalization requirement and flowering time in Brassica napus.
    Theor Appl Genet. 1995 Apr;90(5):727-32 PMID: 24174034
  37. Mapping determinants of variation in energy metabolism, respiration and flight in Drosophila.
    Genetics. 2003 Oct;165(2):623-35 PMID: 14573475
  38. Positional cloning of the wheat vernalization gene VRN1.
    Proc Natl Acad Sci U S A. 2003 May 13;100(10):6263-8 PMID: 12730378
  39. Epistasis: too often neglected in complex trait studies?
    Nat Rev Genet. 2004 Aug;5(8):618-25 PMID: 15266344
  40. A comparative linkage map of oilseed rape and its use for QTL analysis of seed oil and erucic acid content.
    Theor Appl Genet. 2006 Dec;114(1):67-80 PMID: 17033785
  41. Linkage analysis of molecular markers and quantitative trait loci in populations of inbred backcross lines of Brassica napus L.
    Genetics. 1999 Oct;153(2):949-64 PMID: 10511570
  42. Substitution mapping of dth1.1, a flowering-time quantitative trait locus (QTL) associated with transgressive variation in rice, reveals multiple sub-QTL.
    Genetics. 2006 Apr;172(4):2501-14 PMID: 16452146
  43. Comparison of flowering time genes in Brassica rapa, B. napus and Arabidopsis thaliana.
    Genetics. 1997 Jul;146(3):1123-9 PMID: 9215913
  44. QTL x environment interactions in rice. I. heading date and plant height.
    Theor Appl Genet. 2003 Dec;108(1):141-53 PMID: 12961067
  45. Mapping quantitative trait loci in plants: uses and caveats for evolutionary biology.
    Nat Rev Genet. 2001 May;2(5):370-81 PMID: 11331903
  46. The association of flowering time quantitative trait loci with duplicated regions and candidate loci in Brassica oleracea.
    Genetics. 1998 Sep;150(1):393-401 PMID: 9725855
  47. Role of FRIGIDA and FLOWERING LOCUS C in determining variation in flowering time of Arabidopsis.
    Plant Physiol. 2005 Jun;138(2):1163-73 PMID: 15908596
  48. Epistasis for three grain yield components in rice (Oryza sativa L.).
    Genetics. 1997 Feb;145(2):453-65 PMID: 9071598
  49. Characterization and effects of the replicated flowering time gene FLC in Brassica rapa.
    Genetics. 2002 Nov;162(3):1457-68 PMID: 12454088
  50. Mapping and characterization of FLC homologs and QTL analysis of flowering time in Brassica oleracea.
    Theor Appl Genet. 2007 Feb;114(4):595-608 PMID: 17136371
  51. Genetic control of oil content in oilseed rape (Brassica napus L.).
    Theor Appl Genet. 2006 Nov;113(7):1331-45 PMID: 16960716
  52. Genetic basis for natural variation in seed vitamin E levels in Arabidopsis thaliana.
    Proc Natl Acad Sci U S A. 2006 Dec 5;103(49):18834-41 PMID: 17077148
  53. Detection of chromosomal rearrangements derived from homologous recombination in four mapping populations of Brassica napus L.
    Genetics. 2005 Feb;169(2):967-79 PMID: 15520255
Article Info
Journal
Genetics
Abbr.
Genetics
ISSN
0016-6731
Published
2007-12-00
Pages
2433-44
Language
English
Region
United States
NLM ID
0374636
PMCID
PMC2219480
Subset
IM
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