Plasticity in Vegetative Growth over Contrasted Growing Sites of an F1 Olive Tree Progeny during Its Juvenile Phase
RESEARCH ARTICLE
Plasticity in Vegetative Growth over
Contrasted Growing Sites of an F1 Olive Tree
Progeny during Its Juvenile Phase
Inès Ben Sadok1,2,3,4, Sebastien Martinez1, Nathalie Moutier1, Gilbert Garcia1,
Lorenzo Leon5, Angelina Belaj5, Raúl De La Rosa5, Bouchaib Khadari1, Evelyne Costes1*
1 Institut National de la Recherche Agronomique, UMR Amélioration Génétique et Adaptation des Plantes
méditerranéennes et tropicales, Campus Cirad, Montpellier, France, 2 Montpellier SupAgro, UMR
Amélioration Génétique et Adaptation des Plantes méditerranéennes et tropicales, Campus Cirad,
Montpellier, France, 3 Institut de l'olivier de Sfax, Sfax, Tunisie, 4 Université des sciences de Sfax, Sfax,
Tunisie, 5 Instituto de Investigación y Formación Agraria y Pesquera, Centro Alameda del Obispo, Córdoba,
Spain
*
Abstract
OPEN ACCESS
Citation: Ben Sadok I, Martinez S, Moutier N, Garcia
G, Leon L, Belaj A, et al. (2015) Plasticity in
Vegetative Growth over Contrasted Growing Sites of
an F1 Olive Tree Progeny during Its Juvenile Phase.
PLoS ONE 10(6): e0127539. doi:10.1371/journal.
pone.0127539
Academic Editor: Mohamed Zain Zulfiqhar Jahufer,
AgResearch Ltd., NEW ZEALAND
Received: January 19, 2015
Accepted: April 15, 2015
Published: June 10, 2015
Copyright: © 2015 Ben Sadok et al. This is an open
access article distributed under the terms of the
Creative Commons Attribution License, which permits
unrestricted use, distribution, and reproduction in any
medium, provided the original author and source are
credited.
Data Availability Statement: All relevant data are
within the paper and its Supporting Information files.
Funding: This work was partly supported by the
Department of Genetics and Plant Breeding of INRA
Montpellier and FranceAgriMer SIVAL n° 2010–1919
project ‘RegulOlive’. The work was carried out in the
frame of a Collaboration Agreement between IFAPA
(Spain) and INRA (France) for cooperation on olive
breeding research. Inès Ben Sadok, PhD, was
supported by fellowships from Erasmus-Averroes and
French University Agency. The funders had no role in
Climatic changes impact fruit tree growth and severely limit their production. Investigating
the tree ability to cope with environmental variations is thus necessary to adapt breeding
and management strategies in order to ensure sustainable production. In this study, we assessed the genetic parameters and genotype by environment interaction (GxE) during the
early tree growth. One hundred and twenty olive seedlings derived from the cross ‘Olivière’
x ‘Arbequina’ were examined across two sites with contrasted environments, accounting for
ontogenetic trends over three years. Models including the year of growth, branching order,
environment, genotype effects, and their interactions were built with variance function and
covariance structure of residuals when necessary. After selection of a model, broad sense
heritabilities were estimated. Despite strong environmental effect on most traits, no GxE
was found. Moreover, the internal structure of traits co-variation was similar in both sites.
Ontogenetic growth variation, related to (i) the overall tree form and (ii) the growth and
branching habit at growth unit scale, was not altered by the environment. Finally, a moderate to strong genetic control was identified for traits at the whole tree scale and at internode
scale. Among all studied traits, the maximal internode length exhibited the highest heritability (H2 = 0.74). Considering the determinant role of this trait in tree architecture and its stability across environments, this study consolidates its relevance for breeding.
Introduction
Plant architecture is determined by both the genotype and the environment [1]. Considering
the particular case of perennial species, plant structure is established by a succession of growth
units which characteristics change during ontogeny [2]. Tree architecture is thus determined
by genetic, environmental and ontogenetic factors and their interactions.
PLOS ONE | DOI:10.1371/journal.pone.0127539 June 10, 2015
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Plasticity in Vegetative Growth over Contrasted Sites of Olive Tree
study design, data collection and analysis, decision to
publish, or preparation of the manuscript.
Competing Interests: The authors have declared
that no competing interests exist.
The concepts of the architectural analysis [1] have been applied in several forest and fruit
species, highlighting the foundation of tree form establishment [3,4,5]. However, accessing the
genetic basis of such complex traits requires adapted phenotyping methodology that is manageable in large segregating populations [6]. Based on previous methodological advances [7,
8,9] proposed to decompose tree architectural complexity in a number of elementary variables
related to tree constituent’s organization and to the dimension and spatial location of organs
(i.e. tree topology and geometry, respectively). Variables associated with either vegetative or reproductive development were measured on different shoot types to account for tree axes polymorphism. This has led to a first screening of architectural traits having potential effect on
bearing regularity and fruit quality as well as orchards management efficiency [10,11], and has
shown that many of them were genetically controlled [8,9,12]. However, little attention has
been paid so far to environmental sources of the phenotypic plasticity even though investigating the inheritance of traits related to the vegetative growth over contrasted environments
could permit an early selection of stable architectural traits for fruit tree breeding [13].
The interaction between genotype and environment (GxE) has been largely studied in plant
breeding as a mean of producing new cultivars with stable and superior phenotypes [14]. GxE
of individual traits have been assessed in numerous experiments with annual crops such as
wheat [15], rice [16], oat [17] and soybean [18]; fibres such as cotton [19]; forest trees: poplar
[20], pine [21], spruce [22]. Comparatively, fewer studies have been performed on fruit trees,
including apple [23, 15], wild cherry [24], and blueberry [25]. The traits studied were mainly
related to fruit production and quality, whereas growth traits were poorly represented i.e. limited to stem diameter, height and volume. These latter traits appeared to be significantly impacted by GxE effect in forest trees [26, 27]. In addition to genotype and environment, ontogeny
also affects the growth of a tree throughout its life. One of the most evident morphogenetic gradients is the decrease in height increment with tree age, also called age-related decline in
growth in forest trees [28]. Genetic characterization of ontogenetic effects can be achieved
through functional mapping, as previously performed in poplar [29, 30]. Thus, evaluating the
genetic determinism of quantitative architectural traits across environments and over time is
challenging for perennial species considering the long juv (...truncated)