African Journal of
Biotechnology

  • Abbreviation: Afr. J. Biotechnol.
  • Language: English
  • ISSN: 1684-5315
  • DOI: 10.5897/AJB
  • Start Year: 2002
  • Published Articles: 12487

Full Length Research Paper

Bayesian analysis of interacting quantitative trait loci (QTL) for yield traits in tomato

Yang Liu1, Xiaojing Zhou2, Jianhua Zhang3, Huaizhi Li1, Tianming Zhuang1, Runqing Yang1* and Huoying Chen1*
1School of Agriculture and Biology, Shanghai Jiaotong University, Shanghai 201101, China. 2Department of Mathematics, Heilongjiang Bayi Agricultural University, Daqing 163319, China. 3Department of Horticulture and Art, Shanghai Commercial College, Shanghai 200235, China.
Email: [email protected], [email protected]

  •  Accepted: 07 September 2011
  •  Published: 17 October 2011

Abstract

An F2 population derived from the hybrid of Lycopersicon esculentum Mill.XF98-7×Lycopersicon pimpinellifolium LA2184 was used for genome-wide linkage analysis for yield traits in tomato. The genetic map, spanning the tomato genome of 808.4 cM long was constructed with 112 SSR markers distributing on 16 linkage groups. Main and epistatic effect QTLs controlling first flower node, number of flowers per truss, fruit set percentage and fruit weight were located using Bayesian model selection method. A total of 20 significant main effect QTLs and 16 pairs of epistatic QTLs were identified on 16 linkage groups. The proportions of phenotypic variation explained by the detected QTLs ranged from 1.9 to 25.9% and from 0.00 to 17.4% for main-effect and epistatic QTLs, respectively. Most QTL effects were predictable from the parental phenotypes. Additionally, one QTL was found to be pleiotropic, governing simultaneously first flower node and number of flowers per truss.

 

Key words: Tomato, SSR marker, yield traits, QTL, Bayesian model selection.

Abbreviation

SSR, Simple sequence repeat;  QTLs, quantitative trait loci; RFLP,restriction fragment length polymorphism; RAPD, random amplification of polymorphic DNA; FFN, first flower node; NFLT, number of flowers per truss; FSP, fruit set percentage; FW, fruit weight