Extent of genotypic variation for maize cell wall bioconversion traits across environments and among hybrid combinations
Euphytica (2015) 206:501–511
DOI 10.1007/s10681-015-1517-x
Extent of genotypic variation for maize cell wall
bioconversion traits across environments and among hybrid
combinations
Andres F. Torres . Cornelie M. M. Noordam-Boot . Oene Dolstra .
Louis Vlaswinkel . Richard G. F. Visser . Luisa M. Trindade
Received: 14 January 2015 / Accepted: 8 July 2015 / Published online: 16 July 2015
Ó The Author(s) 2015. This article is published with open access at Springerlink.com
Abstract The utilization of maize stover as a
substrate for bioenergy production demands the
development of dual-purpose hybrid varieties combining both, optimal grain yield and improved biomass
processing amenability. In this study, our objectives
were to assess how contrasting environments influence
the expression of cell wall composition and bioconversion traits relevant to cellulosic fuel production,
and to study how these traits are inherited in hybrid
combinations. To this end, a panel of maize double
haploid (DH) lines and their corresponding test-cross
(TC) offspring were tested under different locations
(primarily in the Netherlands) and characterized for a
variety of cell wall compositional and bioconversion
features relevant to cellulosic fuel production. Overall,
the DH and TC sets displayed extensive genotypic
diversity in cell wall composition, polymeric ultrastructure and bioconversion characteristics. Heritability for the different traits was generally high
A. F. Torres O. Dolstra R. G. F. Visser
L. M. Trindade (&)
Wageningen UR Plant Breeding, Wageningen University
and Research Center, P.O. Box 386,
6700, AJ, Wageningen, The Netherlands
e-mail:
A. F. Torres
Graduate School Experimental Plant Sciences,
Wageningen University, Wageningen, The Netherlands
C. M. M. Noordam-Boot L. Vlaswinkel
Limagrain Nederland B.V., Rilland, The Netherlands
(h2 [ *0.60); essentially implying that systematic
differences between genotypes remained constant
across divergent environmental conditions. Moreover,
correlations between the performance of DH lines and
related TC hybrids were significant and favorable for
most investigated traits. Strong associations
(r [ *0.50) were especially prominent for cell wall
lignin content, degree of substitution of cell wall
glucuronoarabinoxylans and cell wall convertibility
following pretreatment and enzymatic hydrolysis. In
conclusion, complex cell wall bioconversion traits
constitute accessible and reliable selection criteria for
incorporation in modern breeding programs seeking to
advance bio-based maize hybrid varieties. The high
heritability and environmental stability of these traits
guarantee high selection efficacy during the development of superior DH/inbred material; and their
predominantly additive nature prescribe that preliminary selection at the inbred level will guarantee
similar correlated genetic gains in hybrid breeding.
Keywords Maize Cell wall composition Biofuel
Heritability Environment Hybrid
Introduction
As the most important crop worldwide in relation to
global acreage, maize is envisioned to play an
essential role in the wide-scale realization and commercialization of cellulosic fuel technologies (van der
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Weijde et al. 2013). In fact, with an unrivalled
production and distribution infrastructure, and nearly
1300 million tons of dry stover available annually,
maize is warranted to become the first large-scale
lignocellulosic crop in the industry (Torres et al.
2014). Conceivably, the intensive utilization of maize
stover as a substrate for bioenergy production will
create a demand for dual-purpose hybrid varieties
combining both, optimal grain yield and improved
stover quality (Torres et al. 2014; van der Weijde et al.
2013).
In this context, a pivotal objective for breeding
‘‘bioenergy’’ maize is improving complex cell wall
characteristics influencing the industrial quality of its
biomass (Torres et al. 2014). Numerous studies have
demonstrated that bioenergy crops diverging in cell
wall constitution exert a differential influence on the
technical efficacy of biomass-to-fuel conversion platforms (Dien et al. 2009; Fu et al. 2011; Torres et al.
2013, 2015). These investigations have invariably led
to the recognition that the economic and environmental performance of the cellulosic fuel industry can be
improved through the selection of biomass substrates
which require lower energetic and chemical inputs for
their deconstruction (Torres et al. 2013; van der
Weijde et al. 2013).
With a wealth of dedicated agronomic and genomic
resources, advancing dual-purpose maize with
improved biomass-processing amenability is a realistic
prospect (Torres et al. 2014). Extensive evidence has
demonstrated that maize conceals a considerable degree
of genetic variation for cell wall compositional traits of
beneficial value for bio-based industrial applications
(Lorenz et al. 2009, 2010; Torres et al. 2015). These
results suggest that favorable genetic gains for complex
cell wall characteristics are attainable by exploiting
available germplasm resources through classical breeding and selection. Despite these promising projections,
nevertheless, much remains to be investigated in
relation to how contrasting environments influence the
expression of cell wall composition and bioconversion
traits relevant to cellulosic fuel production, and how the
latter are inherited in hybrid combinations. Certainly,
this information will be deemed essential when designing selection strategies that maximize the efficacy of
bio-based maize breeding endeavors.
This study was concerned with two distinct, yet
inter-related objectives. The first one was to assess
whether heritable variation (at the inbred level) for
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Euphytica (2015) 206:501–511
maize cell wall composition and degradability characteristics relevant to cellulosic fuel production remains
stable across contrasting environments. The second
one was to investigate how this variation, especially in
relation to bioconversion traits, is inherited and
expressed in hybrid combinations. Collectively, these
analyses would yield insights into the technical
feasibility of exploiting standing variation for complex
maize cell wall characteristics at the inbred level for the
production of superior hybrid cultivars with reduced
lignocellulose recalcitrance and improved processing
amenability. To this end, a panel of maize double
haploid (DH) lines and their corresponding test-cross
offspring were tested under different locations (primarily in the Netherlands) and characterized for a
variety of cell wall compositional and bioconversion
features relevant to cellulosic fuel production via
dilute-acid hydrolysis and enzymatic saccharification.
Materials and methods
Plant material
A maize population of doubled haploids (DHs),
property of Limagrain Nederland B.V. (Rilland, The
Netherlands), was grown in 2009 at Wouw, The
Netherlands, and was characterized for variation in
cell wall composition and degradabilit (...truncated)