Genetic and QTL analyses of yield and a set of physiological traits in pepper

被引:26
作者
Alimi, N. A. [1 ,2 ]
Bink, M. C. A. M. [1 ]
Dieleman, J. A. [3 ]
Nicolai, M. [2 ]
Wubs, M. [3 ]
Heuvelink, E. [3 ]
Magan, J. [4 ]
Voorrips, R. E. [5 ]
Jansen, J. [1 ]
Rodrigues, P. C. [1 ]
van der Heijden, G. W. A. M. [1 ]
Vercauteren, A. [6 ]
Vuylsteke, M. [6 ]
Song, Y. [7 ]
Glasbey, C. [7 ]
Barocsi, A. [8 ]
Lefebvre, V. [2 ]
Palloix, A. [2 ]
van Eeuwijk, F. A. [1 ]
机构
[1] Wageningen UR, Biometris, NL-6700 AC Wageningen, Netherlands
[2] INRA PACA, GAFL UR 1052, F-84143 Montfavet, France
[3] Wageningen UR Greenhouse Hort, NL-6700 AP Wageningen, Netherlands
[4] La Fdn Cajamar, Estn Expt, El Ejido 04710, Spain
[5] Wageningen UR, Plant Res Int, NL-6700 AA Wageningen, Netherlands
[6] Univ Ghent VIB, Dept Plant Syst Biol, B-9052 Ghent, Belgium
[7] Biomath & Stat Scotland, JCMB, Edinburgh EH9 3JZ, Midlothian, Scotland
[8] Budapest Univ Technol & Econ, Dept Atom Phys, H-1111 Budapest, Hungary
关键词
Capsicum annuum; Complex trait; Component trait; Dissection; Genetic Correlation; Pleiotropy; PLANT-BREEDING TRIALS; CUCUMBER MOSAIC-VIRUS; CAPSICUM-ANNUUM; PHYTOPHTHORA-CAPSICI; ENVIRONMENT INTERACTIONS; CAPSAICINOID CONTENT; MIXED-MODEL; FRUIT SIZE; RESISTANCE; LOCI;
D O I
10.1007/s10681-012-0767-0
中图分类号
S3 [农学(农艺学)];
学科分类号
0901 ;
摘要
An interesting strategy for improvement of a complex trait dissects the complex trait in a number of physiological component traits, with the latter having hopefully a simple genetic basis. The complex trait is then improved via improvement of its component traits. As first part of such a strategy to improve yield in pepper, we present genetic and QTL analyses for four pepper experiments. Sixteen traits were analysed for a population of 149 recombinant inbred lines, obtained from a cross between the large-fruited pepper cultivar 'Yolo Wonder' (YW) and the small fruited pepper 'Criollo de Morelos 334' (CM334). The marker data consisted of 493 markers assembled into 17 linkage groups covering 1,775 cM. The trait distributions were unimodal, although sometimes skewed. Many traits displayed heterosis and transgression. Heritabilities were high (mean 0.86, with a range between 0.43 and 0.96). A multiple QTL mapping approach per trait and environment yielded 24 QTLs. The average numbers of QTLs per trait was two, ranging between zero and six. The total explained trait variance by QTLs varied between 9 and 61 %. QTL effects differed quantitatively between environments, but not qualitatively. For stem-related traits, the trait-increasing QTL alleles came from parent CM334, while for leaf and fruit related traits the increasing QTL alleles came from parent YW. The QTLs on linkage groups 1b, 2, 3a, 4, 6 and 12 showed pleiotropic effects with patterns that were consistent with the genetic correlations. These results contribute to a better understanding of the genetics of yield-related physiological traits in pepper and represent a first step in the improvement of the target trait yield.
引用
收藏
页码:181 / 201
页数:21
相关论文
共 50 条
  • [1] Alimi N.A., 2010, Advances in Genetics and Breeding of Capsicum and Eggplant: Proceedings of the XIVth EUCARPIA Meeting on genetics and breeding of Capsicum and Eggplant, P295
  • [2] [Anonymous], 2011, R: A Language and Environment for Statistical Computing
  • [3] [Anonymous], 1988, Applied Multivariate Statistical Analysis
  • [4] [Anonymous], 1998, Genetics and Analysis of Quantitative Traits (Sinauer)
  • [5] R/qtl: high-throughput multiple QTL mapping
    Arends, Danny
    Prins, Pjotr
    Jansen, Ritsert C.
    Broman, Karl W.
    [J]. BIOINFORMATICS, 2010, 26 (23) : 2990 - 2992
  • [6] A high-resolution, intraspecific linkage map of pepper (Capsicum annuum L.) and selection of reduced recombinant inbred line subsets for fast mapping
    Barchi, Lorenzo
    Bonnet, Julien
    Boudet, Christine
    Signoret, Patrick
    Nagy, Istvan
    Lanteri, Sergio
    Palloix, Alain
    Lefebvre, Veronique
    [J]. GENOME, 2007, 50 (01) : 51 - 60
  • [7] QTL analysis of plant development and fruit traits in pepper and performance of selective phenotyping
    Barchi, Lorenzo
    Lefebvre, Veronique
    Sage-Palloix, Anne-Marie
    Lanteri, Sergio
    Palloix, Alain
    [J]. THEORETICAL AND APPLIED GENETICS, 2009, 118 (06) : 1157 - 1171
  • [8] Identification of quantitative trait loci associated with resistance to cucumber mosaic virus in Capsicum annuum
    Ben Chaim, A
    Grube, RC
    Lapidot, M
    Jahn, M
    Paran, I
    [J]. THEORETICAL AND APPLIED GENETICS, 2001, 102 (08) : 1213 - 1220
  • [9] QTL mapping of fruit-related traits in pepper (Capsicum annuum)
    Ben Chaim, A
    Paran, I
    Grube, RC
    Jahn, M
    van Wijk, R
    Peleman, J
    [J]. THEORETICAL AND APPLIED GENETICS, 2001, 102 (6-7) : 1016 - 1028
  • [10] Ben Chaim A, 2006, ISR J PLANT SCI, V54, P191, DOI 10.1560/IJPS_54_3_191