Metabolomic profiling in tomato reveals diel compositional changes in fruit affected by source–sink relationships
Journal of Experimental Botany
Metabolomic profiling in tomato reveals diel compositional changes in fruit affected by source-sink relationships
Camille Bénard 1 2
Stéphane Bernillon 0 1
Benoît Biais 1
Sonia Osorio 4 5
Mickaël Maucourt 0 3
Patricia Ballias 0 1
Catherine Deborde 0 1
Sophie Colombié 1
Cécile Cabasson 0 3
Daniel Jacob 0 1
Gilles Vercambre 2
Hélène Gautier 2
Dominique Rolin 0 3
Michel Génard 2
Alisdair R. Fernie 5
Yves Gibon 0 1
Annick Moing 0 1
0 Plateforme Métabolome du Centre de Génomique Fonctionnelle Bordeaux , MetaboHUB, IBVM , Centre INRA Bordeaux , 71 av Edouard Bourlaux, 33140 Villenave d'Ornon , France
1 INRA, UMR1332, Biologie du Fruit et Pathologie , 71 av Edouard Bourlaux, 33140 Villenave d'Ornon , France
2 INRA, UR1115 Plantes et Systèmes de culture Horticoles , Domaine St Paul, Site Agroparc, 84914 Avignon , France
3 Univ. Bordeaux, UMR1332, Biologie du Fruit et Pathologie , 71 av Edouard Bourlaux, 33140 Villenave d'Ornon , France
4 Instituto de Hortofruticultura Subtropical y Mediterranea (IHSM), Universidad de Málaga-Consejo Superior de Investigaciones Científicas, Departamento de Biología Molecular y Bioquímica , Málaga , Spain
5 Max-Planck-Institut für Molekulare Pflanzenphysiologie , Am Mühlenberg 1, 14476 Potsdam-Golm , Germany
A detailed study of the diurnal compositional changes was performed in tomato (Solanum lycopersicum cv. Moneymaker) leaves and fruits. Plants were cultivated in a commercial greenhouse under two growth conditions: control and shaded. Expanding fruits and the closest mature leaves were harvested during two different day/night cycles (cloudy or sunny day). High-throughput robotized biochemical phenotyping of major compounds, as well as proton nuclear magnetic resonance and mass spectrometry metabolomic profiling, were used to measure the contents of about 70 metabolites in the leaves and 60 metabolites in the fruits, in parallel with ecophysiological measurements. Metabolite data were processed using multivariate, univariate, or clustering analyses and correlation networks. The shaded carbon-limited plants adjusted their leaf area, decreased their sink carbon demand and showed subtle compositional modifications. For source leaves, several metabolites varied along a diel cycle, including those directly linked to photosynthesis and photorespiration. These metabolites peaked at midday in both conditions and diel cycles as expected. However, transitory carbon storage was limited in tomato leaves. In fruits, fewer metabolites showed diel fluctuations, which were also of lower amplitude. Several organic acids were among the fluctuating metabolites. Diel patterns observed in leaves and especially in fruits differed between the cloudy and sunny days, and between the two conditions. Relationships between compositional changes in leaves and fruits are in agreement with the fact that several metabolic processes of the fruit appeared linked to its momentary supply of sucrose.
Diurnal changes; fruit metabolism; 1H-NMR; MS; metabolomics; Solanum lycopersicum
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Introduction
Source-to-sink relationships are central for growth and
performance in plants (Lemoine et al., 2013; Ruan et al., 2013),
especially fruit crops. After fruit set, fruit growth and
development depend largely on the import of metabolites, mineral
elements, and water from other organs. Most metabolites are
imported from photosynthetic leaves, but fruit
photosynthesis also contributes to carbon nutrition, especially in young
fruits (Lytovchenko et al., 2011). The study of source–sink
relationships, and especially assimilate transport and
partitioning into competing organs, is therefore of special
interest in relation to the improvement of fruit yield and quality
(Ho, 1996). For fleshy fruits, source–sink relationships have
been studied using a range of approaches, such as
wholeplant physiology including measurements of biomass
allocation and modelling (Heuvelink, 1995), labelling experiments
(Minchin et al., 1997), photosynthetic rates and carbohydrate
levels (Blanke, 2009), measurements of enzyme activities in
fruit (Wang et al., 1993), genetics (Yelle et al., 1991),
ecophysiological modelling (Liu et al., 2007), and, more recently,
transcriptomics (Pastore et al., 2011). Moreover, systems
biology is an emerging approach for source and sink studies.
In source–sink studies, the source and sink balance is often
modified by changing alternatively the source or the sink.
The photosynthesizing source providing carbon can be
modified using for instance changes in light intensity or duration
(Vasseur et al., 2011) or leaf thinning (Arnold et al., 2004),
and/or the fruit sink utilizing carbon can be modified through
fruit thinning (Do et al., 2010). Irrespective of the
experimental design and approach chosen for their study, source–sink
relationships depend on the diurnal behaviour of source
leaves, i.e. exporting leaves.
Diurnal changes in the biochemical composition of
mature leaves have been investigated intensively, for example
in Arabidopsis (Gibon et al., 2006) and potato
(UrbanczykWochniak et al., 2005). Synchronization of leaf metabolism
with diel environmental changes contributes to the
regulation of plant growth and increases in plant fitness (Harmer,
2009). During the day, photosynthesis in mature leaves fuels
carbohydrate synthesis and sucrose export to the growing
vegetative or reproductive sink organs. At night,
remobilization of starch stored during the day contributes to maintain
sucrose export. Diel changes also occur for nitrogen
metabolism including nitrate assimilation in leaves (Scheible et al.,
2000). While the growth rate of fleshy fruit has been shown to
vary diurnally in tomato (Guichard et al., 2005), in relation
to water potential variations, very few studies describe diel
compositional changes in fruits. A work on apple fruit
during the growing phase revealed no changes in sugar content
(Klages et al., 2001). An earlier work on tomato fruit during
the expansion phase showed no significant changes in hexose
and malate content (Pearce et al., 1992).
Nowadays, leaf and fruit compositional changes can be
described in detail using metabolomics combining several
analytical strategies (Hall, 2011). Gas chromatography
coupled with mass spectrometry (GC-MS) and proton nuclear
magnetic resonance spectroscopy (1H-NMR) of polar
extracts give access to a range of primary metabolites. Liquid
chromatography coupled with mass spectrometry (LC-MS)
of semi-polar extracts provides relative quantification of
secondary metabolites belonging to several families of
compounds including flavonoids, hydroxycinnamates, and
glycoalkaloids. Such analytical approaches have largely been
used recently for crop species including tomato (de Vos et al.,
2011). However, source–sink studies involving metabolomics
remain rare for fruit crops. As most works about changes in
metabolites in source–sink interactions have been derived
from Arabidopsis, it is (...truncated)