Metabolic profiling of strawberry (Fragariaxananassa Duch.) during fruit development and maturation

被引:197
作者
Zhang, Juanjuan [1 ]
Wang, Xin [1 ]
Yu, Oliver [2 ,3 ]
Tang, Juanjuan [1 ]
Gu, Xungang [2 ]
Wan, Xiaochun [2 ]
Fang, Congbing [1 ,2 ]
机构
[1] Anhui Agr Univ, Sch Hort, Hefei 230036, Anhui, Peoples R China
[2] Anhui Agr Univ, Minist Agr, Key Lab Tea & Med Plants & Safe Prod, Hefei 230036, Anhui, Peoples R China
[3] Donald Danforth Plant Sci Ctr, St Louis, MO 63132 USA
基金
中国国家自然科学基金;
关键词
Fragariaxananassa; fruit maturation; fruit quality; GC-MS profiling; metabolic profiling; metabolite composition; metabolomics; strawberry; CHROMATOGRAPHY-MASS SPECTROMETRY; INTERPRETING CORRELATIONS; ANTIOXIDANT ACTIVITY; PHENOLIC-COMPOUNDS; CELL-CULTURES; FRAGARIA; AROMA; NETWORKS; IDENTIFICATION; LEAVES;
D O I
10.1093/jxb/erq343
中图分类号
Q94 [植物学];
学科分类号
071001 ;
摘要
Strawberry (Fragariaxananassa Duch), a fruit of economic and nutritional importance, is also a model species for fleshy fruits and genomics in Rosaceae. Strawberry fruit quality at different harvest stages is a function of the fruit's metabolite content, which results from physiological changes during fruit growth and ripening. In order to investigate strawberry fruit development, untargeted (GC-MS) and targeted (HPLC) metabolic profiling analyses were conducted. Principal component analysis (PCA) and partial least squares discriminant analysis (PLS-DA) were employed to explore the non-polar and polar metabolite profiles from fruit samples at seven developmental stages. Different cluster patterns and a broad range of metabolites that exerted influence on cluster formation of metabolite profiles were observed. Significant changes in metabolite levels were found in both fruits turning red and fruits over-ripening in comparison with red-ripening fruits. The levels of free amino acids decreased gradually before the red-ripening stage, but increased significantly in the over-ripening stage. Metabolite correlation and network analysis revealed the interdependencies of individual metabolites and metabolic pathways. Activities of several metabolic pathways, including ester biosynthesis, the tricarboxylic acid cycle, the shikimate pathway, and amino acid metabolism, shifted during fruit growth and ripening. These results not only confirmed published metabolic data but also revealed new insights into strawberry fruit composition and metabolite changes, thus demonstrating the value of metabolomics as a functional genomics tool in characterizing the mechanism of fruit quality formation, a key developmental stage in most economically important fruit crops.
引用
收藏
页码:1103 / 1118
页数:16
相关论文
共 62 条
[1]   Characterization of phenolic compounds in strawberry (Fragaria x ananassa) fruits by different HPLC detectors and contribution of individual compounds to total antioxidant capacity [J].
Aaby, Kjersti ;
Ekeberg, Dag ;
Skrede, Grete .
JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY, 2007, 55 (11) :4395-4406
[2]   Identification of the SAAT gene involved in strawberry flavor biogenesis by use of DNA microarrays [J].
Aharoni, A ;
Keizer, LCP ;
Bouwmeester, HJ ;
Sun, ZK ;
Alvarez-Huerta, M ;
Verhoeven, HA ;
Blaas, J ;
van Houwelingen, AMML ;
De Vos, RCH ;
van der Voet, H ;
Jansen, RC ;
Guis, M ;
Mol, J ;
Davis, RW ;
Schena, M ;
van Tunen, AJ ;
O'Connell, AP .
PLANT CELL, 2000, 12 (05) :647-661
[3]  
Aharoni Asaph, 2002, OMICS A Journal of Integrative Biology, V6, P217, DOI 10.1089/15362310260256882
[4]   Influence of fertilization, mulch color, early forcing, fruit order, planting date, shading, growing environment, and genotype on the contents of selected phenolics in strawberry (Fragaria x ananassa Duch.) fruits [J].
Anttonen, MJ ;
Hoppula, KI ;
Nestby, R ;
Verheul, MJ ;
Karjalainen, RO .
JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY, 2006, 54 (07) :2614-2620
[5]   Investigation of Volatile Compounds in Two Raspberry Cultivars by Two Headspace Techniques: Solid-Phase Microextraction/Gas Chromatography-Mass Spectrometry (SPME/GC-MS) and Proton-Transfer Reaction-Mass Spectrometry (PTR-MS) [J].
Aprea, Eugenio ;
Biasioli, Franco ;
Carlin, Silvia ;
Endrizzi, Isabella ;
Gasperi, Flavia .
JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY, 2009, 57 (10) :4011-4018
[6]   Effects of cultivar, fruit number and reflected photosynthetically active radiation on Fragaria x ananassa productivity and fruit ellagic acid and ascorbic acid concentrations [J].
Atkinson, CJ ;
Dodds, PAA ;
Ford, YY ;
Le Mière, J ;
Taylor, JM ;
Blake, PS ;
Paul, N .
ANNALS OF BOTANY, 2006, 97 (03) :429-441
[7]   Over-expression of cinnamate 4-hydroxylase leads to increased accumulation of acetosyringone in elicited tobacco cell-suspension cultures [J].
Blount, JW ;
Masoud, S ;
Sumner, LW ;
Huhman, D ;
Dixon, RA .
PLANTA, 2002, 214 (06) :902-910
[8]   Metabolic profiling of Medicago truncatula cell cultures reveals the effects of biotic and abiotic elicitors on metabolism [J].
Broeckling, CD ;
Huhman, DV ;
Farag, MA ;
Smith, JT ;
May, GD ;
Mendes, P ;
Dixon, RA ;
Sumner, LW .
JOURNAL OF EXPERIMENTAL BOTANY, 2005, 56 (410) :323-336
[9]   Profiling phenolic metabolites in transgenic alfalfa modified in lignin biosynthesis [J].
Chen, F ;
Duran, AL ;
Blount, JW ;
Sumner, LW ;
Dixon, RA .
PHYTOCHEMISTRY, 2003, 64 (05) :1013-1021
[10]  
Dekker M, 1991, FOODS BEVERAGES, P483, DOI DOI 10.1021/ie401286z