Research article
Metabolite profiling elucidates communalities and differences in the
polyphenol biosynthetic pathways of red and white Muscat genotypes
Asfaw Degu
a, b
, Caterina Morcia
c
, Giorgio Tumino
c
, Uri Hochberg
a, b
, David Toubiana
a, b
,
Fulvio Mattivi
e
, Anna Schneider
f
, Polina Bosca
d
, Luigi Cattivelli
c
, Valeria Terzi
c
,
Aaron Fait
b, *
a
The Albert Katz International School, Beer-Sheva, Israel
b
The French Associates Institute for Biotechnology and Agriculture of Dryland, The Jacob Blaustein Institutes for Desert Research, Ben-Gurion University of
the Negev, Sede Boqer Campus, 84990, Israel
c
Consiglio per la Ricerca e la Sperimentazione in Agricoltura, Genomics Research Centre, Via S. Protaso 302, 29017 Fiorenzuola d' Arda, PC, Italy
d
BOSCA S.p.A, Canelli, AT 14053, Italy
e
IASMA Research and Innovation Center, Fondazione Edmund Mach, S. Michele a/Adige, I-38010, Italy
f
Consiglio Nazionale delle Ricerche, Istituto di Virologia Vegetale, Sezione Grugliasco, Torino 10095, Italy
article info
Article history:
Received 20 June 2014
Accepted 13 November 2014
Available online 15 November 2014
Keywords:
Muscat
Flavonoids
Grapevine
Metabolite-profiling
abstract
The chemical composition of grape berries is varietal dependent and influenced by the environment and
viticulture practices. In Muscat grapes, phenolic compounds play a significant role in the organoleptic
property of the wine. In the present study, we investigated the chemical diversity of berries in a Muscat
collection. Metabolite profiling was performed on 18 Moscato bianco clones and 43 different red and
white grape varieties of Muscat using ultra-performance liquid chromatographyequadrupole time of
flightemass spectrometry (UPLC-QTOF-MS/MS) coupled with SNP genotyping. Principle component
analysis and hierarchical clustering showed a separation of the genotypes into six main groups, three red
and three white. Anthocyanins mainly explained the variance between the different groups. Additionally,
within the white varieties mainly flavonols and flavanols contributed to the chemical diversity identified.
A genotype-specific rootstock effect was identified when separately analyzing the skin of the clones, and
it was attributed mainly to resveratrol, quercetin 3-O-galactoside, citrate and malate.
The metabolite profile of the varieties investigated reveals the chemical diversity existing among
different groups of Muscat genotypes. The distribution pattern of metabolites among the groups dictates
the abundance of precursors and intermediate metabolite classes, which contribute to the organoleptic
properties of Muscat berries.
© 2014 Elsevier Masson SAS. All rights reserved.
1. Introduction
Natural variety in fruit metabolism is a fundamental aspect of
crop breeding used to develop novel strategies for fruit quality
enhancement. In tomato, exotic germplasm resources are being
exploited for the identification of agriculturally valuable traits or
for their potential use for metabolic engineering (Schauer et al.,
2005). The screening of wild or natural varieties can be later used
to generate mapping populations to study the genetic regulation of
complex traits (Schauer et al., 2006). This approach was used to
elucidate the genetic basis of fruit metabolism in several species
(Schauer et al., 2006; Harel-Beja et al., 2010). In grape, the genomic
resources available have increased significantly in recent years
(Grimplet et al., 2009, 2011; Cipriani et al., 2008; Vezzulli et al.,
2008; Denoeud et al., 2008; Cipriani et al., 2010; Laucou et al.,
2011), and research efforts are dedicated to determine the genetic
variation among grape varieties and its impact on fruit quality and
metabolism (This et al., 2006). Yet, while extensive research has
been conducted on the metabolism of developing berries of single
varieties (Deluc et al., 2007), only a few works focused on the
metabolic diversity between berries of different varieties (Mattivi
et al., 2006; Cantos et al., 2002; Dimitrovska et al., 2011). More-
over, the distinguishing between the environmental and the
* Corresponding author.
E-mail address: fait@bgu.ac.il (A. Fait).
Contents lists available at ScienceDirect
Plant Physiology and Biochemistry
journal homepage: www.elsevier.com/locate/plaphy
http://dx.doi.org/10.1016/j.plaphy.2014.11.006
0981-9428/© 2014 Elsevier Masson SAS. All rights reserved.
Plant Physiology and Biochemistry 86 (2015) 24e33