Effect of genotype, environment and genotype-by-environment interaction on metabolite profiling in durum wheat (Triticum durum Desf.) grain

被引:61
作者
Beleggia, Romina [1 ]
Platani, Cristiano [1 ]
Nigro, Franca [1 ]
De Vita, Pasquale [1 ]
Cattivelli, Luigi [1 ]
Papa, Roberto [1 ]
机构
[1] CRA CER Agr Res Council CRA, Cereal Res Ctr, I-71122 Foggia, Italy
关键词
Cereal quality; Metabolomics; Plant breeding; Triticum durum; POLICOSANOL CONTENTS; TOCOPHEROL; L; PHYTOSTEROLS; METABOLOMICS; VARIETIES; GENETICS; QUALITY; TRAITS; ACID;
D O I
10.1016/j.jcs.2012.09.004
中图分类号
TS2 [食品工业];
学科分类号
0832 ;
摘要
The aim of this study was to assess the relative roles of genotype, environment and genotype-by-environment interactions in determining the metabolite profile of durum wheat grain. Four durum wheat cultivars were grown under conventional and organic farming systems over three consecutive years. The use of a high-throughput gas chromatography mass spectrometry platform allowed the analysis of sets of different polar and non-polar compounds, including amino acids, sugars, organic acids, fatty acids (saturated and unsaturated), and sterols. Statistical analysis of the data showed a small impact of genotype and large effects of both year and genotype-by-environment interaction on the metabolite composition and quality of the wheat grain. Overall, the data from this study highlight the potential role of metabolic profiling in the analysis of durum wheat quality and production. (C) 2012 Elsevier Ltd. All rights reserved.
引用
收藏
页码:183 / 192
页数:10
相关论文
共 44 条
[1]   Wheat lipids to discriminate species, varieties, geographical origins and crop years [J].
Armanino, C ;
De Acutis, R ;
Festa, MR .
ANALYTICA CHIMICA ACTA, 2002, 454 (02) :315-326
[2]   A metabolomic study of substantial equivalence of field-grown genetically modified wheat [J].
Baker, John M. ;
Hawkins, Nathaniel D. ;
Ward, Jane L. ;
Lovegrove, Alison ;
Napier, Johnathan A. ;
Shewry, Peter R. ;
Beale, Michael H. .
PLANT BIOTECHNOLOGY JOURNAL, 2006, 4 (04) :381-392
[3]   Metabolomics and Food Processing: From Semolina to Pasta [J].
Beleggia, Romina ;
Platani, Cristiano ;
Papa, Roberto ;
Di Chio, Annagrazia ;
Barros, Eugenia ;
Mashaba, Charlotte ;
Wirth, Judith ;
Fammartino, Alessandro ;
Sautter, Christof ;
Conner, Sean ;
Rauscher, Johannes ;
Stewart, Derek ;
Cattivelli, Luigi .
JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY, 2011, 59 (17) :9366-9377
[4]   Metabolic profiling and analysis of volatile composition of durum wheat semolina and pasta [J].
Beleggia, Romina ;
Platani, Cristiano ;
Spano, Giuseppe ;
Monteleone, Massimo ;
Cattivelli, Luigi .
JOURNAL OF CEREAL SCIENCE, 2009, 49 (02) :301-309
[5]   Genotype and environment effects on tocopherol, tocotrienol, and γ-oryzanol contents of Southern US rice [J].
Bergman, CJ ;
Xu, Z .
CEREAL CHEMISTRY, 2003, 80 (04) :446-449
[6]   Warm temperatures or drought during seed maturation increase free α-tocopherol in seeds of soybean (Glycine max [L.] Merr.) [J].
Britz, SJ ;
Kremer, DF .
JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY, 2002, 50 (21) :6058-6063
[7]   Policosanol content and composition of wheat varieties as affected by environment [J].
Chen, Yongfen ;
Dunford, Nurhan T. ;
Edwards, Jeff ;
Carver, Brett ;
Goad, Carla .
JOURNAL OF THE SCIENCE OF FOOD AND AGRICULTURE, 2009, 89 (02) :310-314
[8]   The role of homogentisate phytyltransferase and other tocopherol pathway enzymes in the regulation of tocopherol synthesis during abiotic stress [J].
Collakova, E ;
DellaPenna, D .
PLANT PHYSIOLOGY, 2003, 133 (02) :930-940
[9]   Metabolome variability in crop plant species - When, where, how much and so what? [J].
Davies, Howard V. ;
Shepherd, Louise V. T. ;
Stewart, Derek ;
Frank, Thomas ;
Roehlig, Richard M. ;
Engel, Karl-Heinz .
REGULATORY TOXICOLOGY AND PHARMACOLOGY, 2010, 58 (03) :S54-S61
[10]  
Feekes W, 1941, TARWE HAAR MILIEU, P560