Integrative Comparative Analyses of Transcript and Metabolite Profiles from Pepper and Tomato Ripening and Development Stages Uncovers Species-Specific Patterns of Network Regulatory Behavior

被引:152
作者
Osorio, Sonia [1 ]
Alba, Rob [2 ,3 ]
Nikoloski, Zoran [1 ]
Kochevenko, Andrej [1 ]
Fernie, Alisdair R. [1 ]
Giovannoni, James J. [2 ,3 ]
机构
[1] Max Planck Inst Mol Pflanzenphysiol, D-14476 Potsdam, Germany
[2] Cornell Univ, USDA ARS, Robert W Holley Ctr, Ithaca, NY 14853 USA
[3] Cornell Univ, Boyce Thompson Inst Plant Res, Ithaca, NY 14853 USA
关键词
GENE-EXPRESSION ANALYSIS; FRUIT-DEVELOPMENT; CAROTENOID BIOSYNTHESIS; HIGHER POLYAMINES; OMICS DATA; ETHYLENE; REVEALS; MATURATION; OVERACCUMULATION; MICROARRAYS;
D O I
10.1104/pp.112.199711
中图分类号
Q94 [植物学];
学科分类号
071001 ;
摘要
Integrative comparative analyses of transcript and metabolite levels from climacteric and nonclimacteric fruits can be employed to unravel the similarities and differences of the underlying regulatory processes. To this end, we conducted combined gas chromatography-mass spectrometry and heterologous microarray hybridization assays in tomato (Solanum lycopersicum; climacteric) and pepper (Capsicum chilense; nonclimacteric) fruits across development and ripening. Computational methods from multivariate and network-based analyses successfully revealed the difference between the covariance structures of the integrated data sets. Moreover, our results suggest that both fruits have similar ethylene-mediated signaling components; however, their regulation is different and may reflect altered ethylene sensitivity or regulators other than ethylene in pepper. Genes involved in ethylene biosynthesis were not induced in pepper fruits. Nevertheless, genes downstream of ethylene perception such as cell wall metabolism genes, carotenoid biosynthesis genes, and the never-ripe receptor were clearly induced in pepper as in tomato fruit. While signaling sensitivity or actual signals may differ between climacteric and nonclimacteric fruit, the evidence described here suggests that activation of a common set of ripening genes influences metabolic traits. Also, a coordinate regulation of transcripts and the accumulation of key organic acids, including malate, citrate, dehydroascorbate, and threonate, in pepper fruit were observed. Therefore, the integrated analysis allows us to uncover additional information for the comprehensive understanding of biological events relevant to metabolic regulation during climacteric and nonclimacteric fruit development.
引用
收藏
页码:1713 / 1729
页数:17
相关论文
共 73 条
  • [31] Ethylene receptor degradation controls the timing of ripening in tomato fruit
    Kevany, Brian M.
    Tieman, Denise M.
    Taylor, Mark G.
    Dal Cin, Valeriano
    Klee, Harry J.
    [J]. PLANT JOURNAL, 2007, 51 (03) : 458 - 467
  • [32] The tomato ethylene receptor gene family: Form and function
    Klee, H
    Tieman, D
    [J]. PHYSIOLOGIA PLANTARUM, 2002, 115 (03) : 336 - 341
  • [33] Genetics and Control of Tomato Fruit Ripening and Quality Attributes
    Klee, Harry J.
    Giovannoni, James J.
    [J]. ANNUAL REVIEW OF GENETICS, VOL 45, 2011, 45 : 41 - 59
  • [34] Control of ethylene-mediated processes in tomato at the level of receptors
    Klee, HJ
    [J]. JOURNAL OF EXPERIMENTAL BOTANY, 2002, 53 (377) : 2057 - 2063
  • [35] Changes of endogenous jasmonic acid and methyl jasmonate in apples and sweet cherries during fruit development
    Kondo, S
    Tomiyama, A
    Seto, H
    [J]. JOURNAL OF THE AMERICAN SOCIETY FOR HORTICULTURAL SCIENCE, 2000, 125 (03) : 282 - 287
  • [36] GMD@CSB.DB:: the Golm Metabolome Database
    Kopka, J
    Schauer, N
    Krueger, S
    Birkemeyer, C
    Usadel, B
    Bergmüller, E
    Dörmann, P
    Weckwerth, W
    Gibon, Y
    Stitt, M
    Willmitzer, L
    Fernie, AR
    Steinhauser, D
    [J]. BIOINFORMATICS, 2005, 21 (08) : 1635 - 1638
  • [37] BETWEEN-GROUPS COMPARISON OF PRINCIPAL COMPONENTS
    KRZANOWSKI, WJ
    [J]. JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 1979, 74 (367) : 703 - 707
  • [38] Combined transcriptome, genetic diversity and metabolite profiling in tomato fruit reveals that the ethylene response factor SlERF6 plays an important role in ripening and carotenoid accumulation
    Lee, Je Min
    Joung, Je-Gun
    McQuinn, Ryan
    Chung, Mi-Young
    Fei, Zhangjun
    Tieman, Denise
    Klee, Harry
    Giovannoni, James
    [J]. PLANT JOURNAL, 2012, 70 (02) : 191 - 204
  • [39] Non-climacteric fruit ripening in pepper: increased transcription of EIL-like genes normally regulated by ethylene
    Lee, Sanghyeob
    Chung, Eun-Joo
    Joung, Young-Hee
    Choi, Doil
    [J]. FUNCTIONAL & INTEGRATIVE GENOMICS, 2010, 10 (01) : 135 - 146
  • [40] Changes in transcriptional profiles are associated with early fruit tissue specialization in tomato
    Lemaire-Chamley, M
    Petit, J
    Garcia, V
    Just, D
    Baldet, P
    Germain, V
    Fagard, M
    Mouassite, M
    Cheniclet, C
    Rothan, C
    [J]. PLANT PHYSIOLOGY, 2005, 139 (02) : 750 - 769