Unraveling the complexity of transcriptomic, metabolomic and quality environmental response of tomato fruit

被引:44
作者
D'Esposito, Daniela [1 ]
Ferriello, Francesca [1 ]
Dal Molin, Alessandra [2 ]
Diretto, Gianfranco [3 ]
Sacco, Adriana [1 ]
Minio, Andrea [2 ]
Barone, Amalia [1 ]
Di Monaco, Rossella [1 ]
Cavella, Silvana [1 ]
Tardella, Luca [4 ]
Giuliano, Giovanni [3 ]
Delledonne, Massimo [2 ]
Frusciante, Luigi [1 ]
Ercolano, Maria Raffaella [1 ]
机构
[1] Univ Naples Federico II, Dept Agr Sci, I-80055 Portici, Italy
[2] Univ Verona, Dept Biotechnol, Funct Genom Ctr, I-37134 Verona, Italy
[3] Italian Natl Agcy New Technol Energy & Sustainabl, Casaccia Res Ctr, I-00123 Rome, Italy
[4] Univ Roma La Sapienza, Dept Stat Sci, I-00185 Rome, Italy
基金
欧盟地平线“2020”;
关键词
Environment; Fruit quality; Metabolome; Network; Plasticity; Sensorial attributes; Solanum lycopersicum; Transcriptome; SIMULTANEOUS TRANSGENIC SUPPRESSION; FRESH-MARKET TOMATO; GENE-EXPRESSION; PHENOTYPIC PLASTICITY; DIFFERENTIAL GENE; CLIMATE-CHANGE; SAN-MARZANO; PLANT; ETHYLENE; EVOLUTIONARY;
D O I
10.1186/s12870-017-1008-4
中图分类号
Q94 [植物学];
学科分类号
071001 ;
摘要
Background: The environment has a profound influence on the organoleptic quality of tomato (Solanum lycopersicum) fruit, the extent of which depends on a well-regulated and dynamic interplay among genes, metabolites and sensorial attributes. We used a systems biology approach to elucidate the complex interacting mechanisms regulating the plasticity of sensorial traits. To investigate environmentally challenged transcriptomic and metabolomic remodeling and evaluate the organoleptic consequences of such variations we grown three tomato varieties, Heinz 1706, whose genome was sequenced as reference and two "local" ones, San Marzano and Vesuviano in two different locations of Campania region (Italy). Results: Responses to environment were more pronounced in the two "local" genotypes, rather than in the Heinz 1706. The overall genetic composition of each genotype, acting in trans, modulated the specific response to environment. Duplicated genes and transcription factors, establishing different number of network connections by gaining or losing links, play a dominant role in shaping organoleptic profile. The fundamental role of cell wall metabolism in tuning all the quality attributes, including the sensorial perception, was also highlighted. Conclusions: Although similar fruit-related quality processes are activated in the same environment, different tomato genotypes follow distinct transcriptomic, metabolomic and sensorial trajectories depending on their own genetic makeup.
引用
收藏
页数:18
相关论文
共 73 条
[1]   Analysis of xyloglucan endotransglucosylase/hydrolase (XTH) gene families in kiwifruit and apple [J].
Atkinson, Ross G. ;
Johnston, Sarah L. ;
Yauk, Yar-Khing ;
Sharma, Neelam N. ;
Schroder, Roswitha .
POSTHARVEST BIOLOGY AND TECHNOLOGY, 2009, 51 (02) :149-157
[2]   Metabolic engineering of flavonoids in tomato (Solanum lycopersicum):: the potential for metabolomics [J].
Bovy, Arnaud ;
Schijlen, Elio ;
Hall, Robert D. .
METABOLOMICS, 2007, 3 (03) :399-412
[3]   Modification of expansin protein abundance in tomato fruit alters softening and cell wall polymer metabolism during ripening [J].
Brummell, DA ;
Harpster, MH ;
Civello, PM ;
Palys, JM ;
Bennett, AB ;
Dunsmuir, P .
PLANT CELL, 1999, 11 (11) :2203-2216
[4]   Dissection of genetic and environmental factors involved in tomato organoleptic quality [J].
Carli, Paola ;
Barone, Amalia ;
Fogliano, Vincenzo ;
Frusciante, Luigi ;
Ercolano, Maria R. .
BMC PLANT BIOLOGY, 2011, 11
[5]   Inheritance of nutritional and sensory quality traits in fresh market tomato and relation to consumer preferences [J].
Causse, M ;
Buret, M ;
Robini, K ;
Verschave, P .
JOURNAL OF FOOD SCIENCE, 2003, 68 (07) :2342-2350
[6]   Towards understanding how molecular networks evolve in plants [J].
Chae, Lee ;
Lee, Insuk ;
Shin, Junha ;
Rhee, Seung Yon .
CURRENT OPINION IN PLANT BIOLOGY, 2012, 15 (02) :177-184
[7]   Physiological relationships among physical, sensory, and morphological attributes of texture in tomato fruits [J].
Chaib, Jamila ;
Devaux, Marie-Francoise ;
Grotte, Marie-Ghislaine ;
Robini, Karine ;
Causse, Mathilde ;
Lahaye, Marc ;
Marty, Isabelle .
JOURNAL OF EXPERIMENTAL BOTANY, 2007, 58 (08) :1915-1925
[8]   Temporal transcriptional response to ethylene gas drives growth hormone cross-regulation in Arabidopsis [J].
Chang, Katherine Noelani ;
Zhong, Shan ;
Weirauch, Matthew T. ;
Hon, Gary ;
Pelizzola, Mattia ;
Li, Hai ;
Huang, Shao-shan Carol ;
Schmitz, Robert J. ;
Urich, Mark A. ;
Kuo, Dwight ;
Nery, Joseph R. ;
Qiao, Hong ;
Yang, Ally ;
Jamali, Abdullah ;
Chen, Huaming ;
Ideker, Trey ;
Ren, Bing ;
Bar-Joseph, Ziv ;
Hughes, Timothy R. ;
Ecker, Joseph R. .
ELIFE, 2013, 2
[9]   Blast2GO:: a universal tool for annotation, visualization and analysis in functional genomics research [J].
Conesa, A ;
Götz, S ;
García-Gómez, JM ;
Terol, J ;
Talón, M ;
Robles, M .
BIOINFORMATICS, 2005, 21 (18) :3674-3676
[10]   Cloning and expression analysis of a UDP-galactose/glucose pyrophosphorylase from melon fruit provides evidence for the major metabolic pathway of galactose metabolism in raffinose oligosaccharide metabolizing plants [J].
Dai, Nir ;
Petreikov, Marina ;
Portnoy, Vitaly ;
Katzir, Nurit ;
Pharr, David M. ;
Schaffer, Arthur A. .
PLANT PHYSIOLOGY, 2006, 142 (01) :294-304