GC-MS metabolic profiling of Cabernet Sauvignon and Merlot cultivars during grapevine berry development and network analysis reveals a stage- and cultivar-dependent connectivity of primary metabolites

被引:52
作者
Cuadros-Inostroza, Alvaro [1 ,2 ]
Ruiz-Lara, Simon [3 ]
Gonzalez, Enrique [3 ]
Eckardt, Aenne [1 ]
Willmitzer, Lothar [1 ]
Pena-Cortes, Hugo [1 ]
机构
[1] Max Planck Inst Plant Mol Physiol, Muhlenberg 1, D-14476 Golm, Germany
[2] MetasysX, Muhlenberg 11, D-14476 Potsdam, Germany
[3] Univ Talca, Inst Ciencias Biol, 2 Norte 685, Talca, Chile
关键词
Vitis vinifera; Grapevine berry; GC-MS; Grapevine metabolome; Metabolic profiling; VITIS-VINIFERA L; TOMATO FRUIT-DEVELOPMENT; SYSTEMS BIOLOGY; CANDIDATE GENES; OMICS DATA; TRANSCRIPT; PROTEIN; PLANT; DISCOVERY; PHENOLICS;
D O I
10.1007/s11306-015-0927-z
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Information about the total chemical composition of primary metabolites during grape berry development is scarce, as are comparative studies trying to understand to what extent metabolite modifications differ between cultivars during ripening. Thus, correlating the metabolic profiles with the changes occurring in berry development and ripening processes is essential to progress in their comprehension as well in the development of new approaches to improve fruit attributes. Here, the developmental metabolic profiling analysis across six stages from flowering to fully mature berries of two cultivars, Cabernet Sauvignon and Merlot, is reported at metabolite level. Based on a gas chromatography-mass spectrometry untargeted approach, 115 metabolites were identified and relative quantified in both cultivars. Sugars and amino acids levels show an opposite behaviour in both cultivars undergoing a highly coordinated shift of metabolite associated to primary metabolism during the stages involved in growth, development and ripening of berries. The changes are characteristic for each stage, the most pronounced ones occuring at fruit setting and pre-Veraison. They are associated to a reduction of the levels of metabolites present in the earlier corresponding stage, revealing a required catabolic activity of primary metabolites for grape berry developmental process. Network analysis revealed that the network connectivity of primary metabolites is stage-and cultivar-dependent, suggesting differences in metabolism regulation between both cultivars as the maturity process progresses. Furthermore, network analysis may represent an appropriate method to display the association between primary metabolites during berry developmental processes among different grapevine cultivars and for identifying potential biologically relevant metabolites.
引用
收藏
页码:1 / 17
页数:17
相关论文
共 85 条
[1]  
Adams DO, 2006, AM J ENOL VITICULT, V57, P249
[2]   Perturbation of polyamine catabolism affects grape ripening of Vitis vinifera cv. Trincadeira [J].
Agudelo-Romero, Patricia ;
Ali, Kashif ;
Choi, Young H. ;
Sousa, Lisete ;
Verpoorte, Rob ;
Tiburcio, Antonio F. ;
Fortes, Ana M. .
PLANT PHYSIOLOGY AND BIOCHEMISTRY, 2014, 74 :141-155
[3]   Study of polyamines during grape ripening indicate an important role of polyamine catabolism [J].
Agudelo-Romero, Patricia ;
Bortolloti, Cristina ;
Pais, Maria Salome ;
Fernandez Tiburcio, Antonio ;
Fortes, Ana Margarida .
PLANT PHYSIOLOGY AND BIOCHEMISTRY, 2013, 67 :105-119
[4]   Search for Transcriptional and Metabolic Markers of Grape Pre-Ripening and Ripening and Insights into Specific Aroma Development in Three Portuguese Cultivars [J].
Agudelo-Romero, Patricia ;
Erban, Alexander ;
Sousa, Lisete ;
Pais, Maria Salome ;
Kopka, Joachim ;
Fortes, Ana Margarida .
PLOS ONE, 2013, 8 (04)
[5]   Topology of evolving networks:: Local events and universality [J].
Albert, R ;
Barabási, AL .
PHYSICAL REVIEW LETTERS, 2000, 85 (24) :5234-5237
[6]   Monitoring biochemical changes during grape berry development in Portuguese cultivars by NMR spectroscopy [J].
Ali, Kashif ;
Maltese, Federica ;
Fortes, Ana Margarida ;
Pais, Maria Salome ;
Choi, Young Hae ;
Verpoorte, Robert .
FOOD CHEMISTRY, 2011, 124 (04) :1760-1769
[7]   Scale-freeness and biological networks [J].
Arita, M .
JOURNAL OF BIOCHEMISTRY, 2005, 138 (01) :1-4
[8]   Fucose: biosynthesis and biological function in mammals [J].
Becker, DJ ;
Lowe, JB .
GLYCOBIOLOGY, 2003, 13 (07) :41R-53R
[9]   CONTROLLING THE FALSE DISCOVERY RATE - A PRACTICAL AND POWERFUL APPROACH TO MULTIPLE TESTING [J].
BENJAMINI, Y ;
HOCHBERG, Y .
JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY, 1995, 57 (01) :289-300
[10]   Remarkable Reproducibility of Enzyme Activity Profiles in Tomato Fruits Grown under Contrasting Environments Provides a Roadmap for Studies of Fruit Metabolism [J].
Biais, Benoit ;
Benard, Camille ;
Beauvoit, Bertrand ;
Colombie, Sophie ;
Prodhomme, Duyen ;
Menard, Guillaume ;
Bernillon, Stephane ;
Gehl, Bernadette ;
Gautier, Helene ;
Ballias, Patricia ;
Mazat, Jean-Pierre ;
Sweetlove, Lee ;
Genard, Michel ;
Gibon, Yves .
PLANT PHYSIOLOGY, 2014, 164 (03) :1204-1221