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Article
Mass Spectrometric Imaging of Wheat (Triticum spp.) and Barley (Hordeum vulgare L.) Cultivars: Distribution of Major Cell Wall Polysaccharides According to Their Main Structural Features Dusan Velickovic, Luc Saulnier, Margot Lhomme, Aurélie Damond, Fabienne Guillon, and Hélène Rogniaux J. Agric. Food Chem., Just Accepted Manuscript • DOI: 10.1021/acs.jafc.6b02047 • Publication Date (Web): 27 Jul 2016 Downloaded from http://pubs.acs.org on July 28, 2016
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Journal of Agricultural and Food Chemistry
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Mass Spectrometric Imaging of Wheat (Triticum spp.) and Barley
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(Hordeum vulgare L.) Cultivars: Distribution of Major Cell Wall
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Polysaccharides According to Their Main Structural Features
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Dušan Veličković, Luc Saulnier, Margot Lhomme, Aurélie Damond, Fabienne Guillon,
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Hélène Rogniaux *
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INRA, UR1268 Biopolymers Interactions Assemblies F-44316 NANTES, France.
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* To whom correspondence should be addressed. e-mail:
[email protected],
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Tel.: +33 (0)2 40 67 50 34, Fax: +33 (0)2 40 67 50 25
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Abstract
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Arabinoxylans (AX) and (1→3), (1→4)-β-glucans (BG) are the main components of cereal
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cell walls and influence many aspects of their end uses. Important variations in the
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composition and structure of these polysaccharides have been reported among cereals and
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cultivars of a given species. In this work, the spatial distribution of AX and BG in the
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endosperm of mature grains was established for nine wheat varieties and eight barley varieties
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using enzymatically-assisted mass spectrometry imaging (MSI). Important structural features
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of the AX and BG polymers that were previously shown to influence their physico-chemical
18
properties were assessed. Differences in the distribution of AX and BG structures were
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observed, both within the endosperm of a given cultivar and between wheat and barley
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cultivars. This study provides a unique picture of the structural heterogeneity of AX and BG
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polysaccharides at the scale of the whole endosperm in a series of wheat and barley cultivars.
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Thus, it can participate meaningfully in a strategy aiming at understanding the structure-
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function relationships of these two polymers.
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Key words: arabinoxylans, beta glucans, wheat (Triticum), barley (Hordeum vulgare), cell
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wall, MALDI-MS imaging, plant, polysaccharides.
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Introduction
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A distinctive feature of cereal grain cell walls is the widespread adoption of heteroxylans
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(arabinoxylans, AX) and (1→3, 1→4)-β-glucans (BG) as the major non-cellulosic
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polysaccharides of the starchy endosperm.1 These non-cellulosic polysaccharides significantly
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influence the quality of the grain and its end-uses, including food processing, livestock feed,
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and alcohol production.2 They also make an important contribution to the daily intake of
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dietary fibers and its associated health benefits, thus leading breeders to select cereal varieties
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based on the level of these non-cellulosic wall polysaccharides.
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However, this is a difficult task because there is considerable variability in the composition of
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the grain cell wall between cereal species and among varieties of the same species.3-5 This
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variability is likely driven by genetics,6,
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understood. For example, the starchy endosperm cell walls of rye and wheat grains are
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characterized by a high AX content relative to the amount of BG. While for barley and oats,
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the endosperm cell walls are predominantly composed of BG.1 Additionally, the amount of
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cell wall AX in the starchy endosperm is higher in rye than in wheat and in barley than in
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oats. For example, the total AX level in white flours ranges from 1.35-2.75% of dry matter
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(dm) for wheat species, from 3.11-4.31% dm for rye, from 0.97-1.26% dm for oats and from
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1.4-2.2% dm for barley.8-11
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The structural features of AX and BG in the starchy endosperm of cereal grains vary
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according to species, cultivar, developmental stage and cell position in the tissue.12 The
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primary structure of AX found in the endosperms of wheat, rye, and barley is similar. AX is
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formed of a β-(1,4)-D-xylan backbone with a single arabinose unit present on the main chain
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as a mono-substitution on position O-3 (mXyl3), or di-substitution on positions O-2 and O-3
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(dXyl) of the xylose residues (Figure 1A). Mono-substitution on O-2 (mXyl2) is rare in wheat
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and rye but represents a significant proportion of AX in barley. The ratio between un-, mono-,
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and its biological significance is far from
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and di-substituted xylose residues is approximately 65:15:20 for wheat, 55:35:10 for rye and
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65:10:25 for barley. 13 The arabinose to xylose ratio (A:X) is often used to characterize the
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structure of AX; in wheat, rye or barley. A typical A:X ratio is approximately 0.5–0.6.12
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However, similar A:X ratios do not always reflect the same arabinose distribution on the
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xylan backbone. Actually, for the same A:X ratio, rye AX has less unsubstituted xylose
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residues than wheat and barley AX, due to a higher proportion of mXyl. AX structure is also
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impacted by spatial and temporal changes in arabinose substitution. This has been studied,
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especially in wheat, by several groups using microscopy, vibrational micro-spectroscopy, or
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mass spectrometry imaging.14-16 Briefly, a gradient of AX substitution was reported across the
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wheat grain with the less substituted AX found in the peripheral cells of the endosperm.
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During grain development, the level of arabinose substitution also varies, with the substitution
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decreasing upon maturation.16 Changes in the distribution of arabinose modify chain-chain
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interactions. Studies using films made from differently structured AX showed changes in
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water motion and mechanical properties dependent on the number of arabinose substitutions;
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higher water diffusion was observed with highly substituted AX compared to less substituted
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AX.12,
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mechanical properties of the cell wall and consequently the development and final quality of
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the grain.18
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BG polymer is composed of a linear chain of β-D-glucosyl residues linked by (1→4) and
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(1→3) linkages. The polysaccharide chain is predominantly (90%) comprised of cellotriosyl
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(degree of polymerization three: DP3, abbreviated as BG3) and cellotetraosyl units (degree of
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polymerization four: DP4, abbreviated as BG4), linked by β-(1→3) linkages (Figure 1B).
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Approximately 10% of the polysaccharide is comprised of longer chains of adjacent β-(1→4)
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linked glucose units.1 The DP3 and DP4 units are arranged randomly along the chain. Yet,
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this arrangement, and hence the distribution of the β-(1→3) linkages, impacts the solubility
17
Thus, the fine structural tuning of AX probably impacts the hydration and
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and aggregation properties of the polymer by altering chain-chain interactions. High ratios of
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DP3:DP4 and large amounts of longer cellodextrin fragments (DP5-DP9) in BG chains have
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been associated with the decreased solubility or extractability of these polysaccharides from
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cereal grains 19 and is reflected in their digestibility. 20 BG structure varies among cereals: the
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molar ratio of DP3:DP4 units is in the range of 3.0-4.5 for wheat, 1.8-3.5 for barley, 1.9-3.0
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for rye and 1.5-2.3 for oats.21,
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spatial or temporal changes in the DP3:DP4 ratio, it can be presumed that it is significantly
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heterogeneous throughout the grain and among species.14, 23, 24
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Given the major contribution of cereals to the daily diet of billions of people and their
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economic importance, there is a compelling need to better describe and anticipate the
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structural variability of their endosperm cell wall components. There have been constant
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efforts to develop reliable antibodies and/or carbohydrate binding modules to detect the
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spatial heterogeneity of cell wall polysaccharides in cereal grains.25-27 Vibrational
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spectroscopy has been successfully used to monitor both temporal and spatial-related
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structural changes in these polymers.5,
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method based on matrix-assisted laser desorption/ionization mass spectrometry (MALDI-MS
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imaging, or MALDI-MSI) to probe AX and BG in the developing wheat endosperm.14 After
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mounting the tissue onto a conductive glass plate and applying the MALDI matrix, the MS
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instrument captures a series of mass spectra, each of which represent the mass profile of a
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laser beam-irradiated region of the sample. Ion intensities are then plotted on a coordinate
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system matching the relative location of each spectrum to create a molecular image of the
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tissue surface.30 MALDI-MSI thus couples spatial information at 20-100 µm resolution with
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the abundant chemical and structural information provided by MS.14, 31-34
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In the present study, we applied MALDI-MSI to study the endosperm cell walls of several
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wheat and barley varieties. The spatial distribution of AX and BG oligosaccharides (AXOS
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Although little information is currently available on the
15, 28, 29
Recently, our group proposed an imaging
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and BGOS) released after enzymatic degradation of the walls was established across the
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wheat and barley grains. In particular, some structural features of importance for the physico-
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chemical properties of these polymers were monitored and imaged throughout the grain such
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as the relative amount of mono- versus di-substituted AX and the relative amount of DP3 and
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DP4 released from the BG.
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Materials and Methods
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Wheat samples
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French cultivars of wheat (Triticum aestivum L.) grown in Ménétrol, France (harvested in
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2001) were provided at maturity by Ulice (Riom, France) and were kept in closed 20 mL
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plastic tubes in a storage room at 18-22 °C. The eight cultivars 'Aligre', 'Baltimore', 'Crousty',
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'Magdalena', 'Mallaca', 'Sisley', 'Tamaro' and 'Thesee' were selected from a larger set of
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samples on the basis of their different AX structures.3 AX contents of white flours ranged
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from 1.7-2.7% dm, and the proportions of mono- and di-substituted AX varied.3 In addition,
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the mature grains from the cultivar 'Recital' were used and were grown in a glasshouse under
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conditions of natural day length at the INRA Station of Le Rheu, France in 2013).
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Barley samples
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Eight barley cultivars from the Healthgrain diversity screen were selected.10 Plants were
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grown in Martonvasar, Hungary (harvested in 2005) and mature grains were kept in closed
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plastic tubes in a storage room at 18-22 °C. Cultivars 'Plaisant' (subsequently referred to as
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HGB2), 'Igri' (HGB3), 'Rastik' (HGB4), 'CFL93-149' (HGB5), 'CFL98-398' (HGB6), 'CFL98-
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450' (HGB7), 'Erhard-Frederichen' (HGB8) and 'Morex' (HGB10) were analyzed. All were
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hulled type except for 'Rastik' and CFL98-450, which were naked. BG contents in the grains
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ranged from 3.7 up to 6.5% dm.10
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Chemicals and reagents 6 ACS Paragon Plus Environment
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2,5-Dihydroxybenzoic acid (DHB) was purchased from Sigma-Aldrich Co (Saint Quentin
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Fallavier, France). N, N‐Dimethylaniline (DMA) was obtained from Fisher Scientific (Fisher
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Bioblock Scientific S.A, Illkirch, France). Xyloglucan heptasaccharide (XXXG), which was
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used as an internal standard, was procured from Megazyme (Bray, Ireland). Purified
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galactomannan digests (degree of polymerization (DP) of 3 to 9), which were used as mass
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calibration standards for the MALDI-TOF instrument, were kindly provided by the
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Laboratoire de Chimie des Substances Naturelles (Université de Limoges, France). NaCl was
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purchased from Merck and CaCl2 was purchased from Carlo-Erba. Acetonitrile (MeCN),
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ethanol (EtOH) and methanol (MeOH) were HPLC grade (Carlo‐Erba Reagents, Val de Reuil,
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France). Ultrapure water was obtained from a Milli‐Q apparatus (Millipore SAS, Molsheim,
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France).
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Enzymes
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Endoxylanase (EC 3.2.1.8) from Trichoderma viride was purchased from Megazyme
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(Xylanase M1, Bray, Ireland). The specific activity of the enzyme preparation determined by
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the supplier on WE-AX (40 ºC, pH 4.5) was 2,300 U/mL, and the optimum pH was 4.5-5.
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Lichenase (endo-1,3(4)-β-D-glucanase, E.C. 3.2.1.73) from Bacillus subtilis was obtained
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from Megazyme. The specific activity of the enzyme preparation determined by the supplier
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on barley β-glucan (40 ºC, pH 6.5) was 1,000 U/mL, and the optimum pH was 6.5-7.0. α-
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Amylase (E.C. 3.2.1.1) from porcine pancreas was purchased from Sigma-Aldrich. The
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specific activity of the enzyme preparation was ≥10 U/mg solid, where one unit of enzyme
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liberated 1 mg of maltose from starch in 3 min at pH 6.9 and 20 °C.
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Sample preparation for MALDI-MS imaging: removal of starch
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Thin tissue sections (60 µm) were prepared as previously described.14 Just before use, the
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tissue sections were treated with α-amylase to remove the starch.35 Briefly, each tissue section
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was put in an Eppendorf tube filled with 0.5 mL of 1 mg/mL α-amylase solution in a 20 mM
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Na-phosphate buffer with 2 mM NaCl and 0.25 mM CaCl2 at pH 6.9. After 24 h incubation at
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40 °C, sections were rinsed in water and carefully mounted on indium tin oxide (ITO) glass
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slides (Bruker Daltonics, Bremen, Germany, cat No 237001) using conductive carbon tape as
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a support.
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In situ digestion of cell wall polysaccharides
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The enzymes (0.0014 U of xylanase or 0.0006 U of lichenase/mm2 of tissue) were
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homogeneously applied to the tissue surface as fine droplets using an in-house-designed
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spraying robot as previously described by Velickovic et al.14 After spraying, the tissues were
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transferred to a closed container maintained at a relative humidity of 96.4 ± 0.4% with a
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saturated solution of K2SO4 and then incubated at 40 ºC for 4 h. These conditions were
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previously optimized by monitoring the release of the final degradation products (i.e., AX5
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and AX6 for xylanase, and BG3 and BG4 for lichenase) and shown to be comparable to the
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enzymatic digestion of ground cell wall material.35
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MALDI matrix
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An ionic dihydroxybenzoic acid/dimethylaniline matrix suitable for MALDI detection of
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oligosaccharides
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potassium adducts caused by the high concentrations of potassium in wheat
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seeds 38 and instead, favor the sodium adducts on the mass spectra.
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Application of the MALDI matrix for MSI
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Application of the MALDI matrix was performed using an Image prep automatic vibration
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vaporization system (Bruker Daltonics, Bremen, Germany). The matrix was applied in two
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phases and the system settings were as follows: 1st Phase: 15 cycles: 12% spray power; 20%
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spray modulation; 2 s spray time; 15 s incubation time; 30 s dry time. 2nd Phase: 40 cycles:
14, 36
was used. The matrix was prepared in 10 mM NaCl to reduce 37
and barley
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20% spray power; 25% spray modulation; 2 s spray time; 30 s incubation time; 60 s dry time.
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A nitrogen gas flow (2x105 Pa) was provided during the entire procedure.
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MSI Analysis
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All MSI measurements were performed with an Autoflex-Speed MALDI‐TOF/TOF
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spectrometer (Bruker Daltonics, Bremen, Germany) equipped with a Smartbeam laser (355
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nm, 1000 Hz) and controlled using the Flex Control 3.4 software package. The mass
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spectrometer was operated with positive polarity in the reflectron mode, and spectra were
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acquired in the range of m/z 500-2,000.
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The laser raster size was set at 100 µm for quantitative experiments while a 50 µm laser raster
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size was used for high-resolution MALDI-MSI. The signal was initially optimized by
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manually adjusting the laser power and the number of laser shots. Full-scan MS spectra were
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obtained by accumulating 200 laser shots per raster step, using the laser power that generated
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the best signal-to-noise ratio. Under these conditions, it took approximately 30 min to
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complete an image of a grain section at 100 µm resolution, while it took approximately 1 h at
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50 µm resolution. Image acquisition was performed using the Flex Imaging 4.0 (Bruker
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Daltonics) software package.
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Quantification of released oligosaccharides and their variation between samples
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For a given tissue section, the AX5:AX6 ratio was calculated by comparing the peak intensity
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corresponding to the enzymatically released oligosaccharide AX5 (XA3XX according to
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Faure et al,39 DP5; detected at m/z 701 as a sodiated cation [M+Na]+) in the average mass
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spectrum of the tissue, to the intensity of the AX6 oligosaccharide (XA2+3XX according to
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Faure et al,39 DP 6; detected at m/z 833, [M+Na]+ species). The BG3:BG4 ratio was similarly
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determined, from the relative peak intensity of the m/z 527 (BG3, [M+Na]+ ion) to the m/z
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689 (BG4, [M+Na]+ ion).
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Statistical tests were performed to evaluate the variations of AX5:AX6 and BG3:BG4 ratios
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within sections sampled across a single grain in the brush, center or germ regions as follows:
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an F-test was first applied to check that the variances were equal between the data sets to be
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compared. A t-test was used to determine significantly different sets of values. The result of
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the t-test gives the probability that the means of the two compared data sets are the same. The
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two data sets were considered significantly different when this probability was less than 5%.
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Microscopy
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The optical images that were overlapped with molecular images in the high-resolution
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MALDI-MS imaging results were acquired on a Multizoom AZ100M microscope equipped
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with a RGB DS-Ri1 camera 89 (Nikon, Japan). The microscope was equipped with 4 different
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filter cubes: two with different UV 97 excitation (Filter UA : Excitation 325-375 nm,
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Dichroic Mirror > 400 nm, Emission > 420 nm / Filter UB 98 : Ex 360-370 nm, DM > 380
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nm, Em > 400 nm), one with blue excitation (Filter BL : Ex 450-490 nm, 99 DM > 505 nm,
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Em > 515 nm) and the last with green excitation (Filter GR : Ex 510-560 nm, DM > 565 100
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nm, Em > 593 nm). Samples were illuminated with a mercury lamp (Intensilight C-HGFIE,
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Nikon, Japan). For each section, imaged were acquired under the four different spectral
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conditions and images were merged using NIS software (Nikon). The exposure time for each
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spectral condition was set on wheat cross-section to avoid saturation, especially on the
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aleurone layer and the pericarp.
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Results and Discussion
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The distribution of AX and BG polymers in the endosperm of ten varieties of wheat and eight
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varieties of barley were compared using MALDI-MS images of the grains’ cross sections.
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Arabinoxylan oligosaccharides (AXOS) or beta glucan oligosaccharides (BGOS) with a DP
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ranging from 3 to 10 were measured, following their release by enzymatic degradation of the
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cell walls with endoxylanase or endoglucanase (lichenase). More precisely, we monitored the
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amount of enzymatically released AX5 (XA3XX of DP5) relative to AX6 (XA2+3XX of DP6),
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and the relative amount of enzymatically released BG3 (i.e., BGOS with a DP of 3) relative to
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BG4 (DP 4). In fact, both AX5:AX6 and BG3:BG4 ratios are related to important features of
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the AX and BG polymers, which have been reported to impact their physico-chemical
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properties. 18,
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endoxylanase treatment has a mono-substitution on position O-3 (mXyl3) of the second
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xylosyl residue, while AX6 is di-substituted on positions O-2 and O-3 (dXyl) of the same
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xylose. Thus, the AX5:AX6 ratio indicates the extent of arabinosyl substitution of the AX
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polymer, while the BG3:BG4 ratio after lichenase degradation (endo-1,3(4)- β-D-glucanase)
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indicates β-(1→3) linkages in the BG polymer.
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Qualification of the method
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In a first step, experiments were performed to evaluate the reproducibility of the method and
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the number of tissue sections needed to obtain a representative view of the wheat and barley
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varieties by MALDI-MSI.
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The technical reproducibility of MALDI-MSI was evaluated by measuring consecutive thin
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cross-sections from the same grain (wheat, cv. 'Recital') after xylanase or lichenase treatment.
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MALDI-MSI measurements cannot be repeated two times on the same tissue because after
239
one pass, the signal deteriorates. Thus, we found the best experimental procedure was to use
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two consecutive sections (60 µm thickness) of a single grain, assuming that the variations in
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AX5:AX6 or BG3:BG4 between these two sections was negligible. Two experiments were
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then performed as follows: in the first experiment, the two consecutive sections were mounted
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at the same (X,Y) position on two different plates. In another experiment, the consecutive
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sections were placed at opposite corners of one glass plate. These two situations aimed to
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determine both the variation due to the measurement (i.e., instrument instability), and the
20
As established previously by Ordaz-Ortiz et al, 3AX5 released after
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variation possibly arising from the glass-plate preparation (i.e., homogeneity of enzyme and
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matrix deposition over the glass-plate). The variation of the measured AX5:AX6 ratio was
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below 10% in the first experiment and 20% for the second one. The experimental error thus
249
comes mostly from inhomogeneity of the glass-plate preparation. This was considered to be
250
20% in the rest of the study.
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Variability was then evaluated according to the positioning of the cross-section along the
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same grain, for wheat (cv. 'Recital') and for barley (cv. CFL 98-450). A minimum of three
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cross-sections (60 µm thickness for each) and up to six sections were sampled in the brush,
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central, and germ regions of a grain. Tissue sections were then in situ hydrolyzed by xylanase
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and lichenase and the AX5:AX6 and BG3:BG4 ratios were evaluated. The mean values of
256
AX5:AX6 and BG3:BG4 ratios were compared between the three regions. Statistically
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significant differences were found between all sampled regions for BG3:BG4 in barley while
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in wheat, significant differences were observed only for AX5:AX6 between the germ and the
259
other regions (brush or center). Because AX5:AX6 and BG3:BG4 ratios varied more in the
260
germ compared to the other regions for both wheat and barley, sections sampled from the
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central part of the grains were used in the following experiments.
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Lastly, we evaluated the inter-grain variability within the same variety. The typical amount of
263
starting material needed to investigate cell wall contents by biochemical methods is
264
approximately 10 g of ground material or 200-300 grains.3 Obviously MALDI-MSI cannot
265
handle such a large collection of grains. Thus, to evaluate the variance of the AX5:AX6 and
266
BG3:BG4 ratios among grains, a set of seven grains (and up to twelve) were selected, for one
267
variety of wheat (cv. 'Recital') and one variety of barley (cv. CFL98-450). Sections were
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sampled from the center of each grain and treated with xylanase or lichenase. For barley, 60%
269
of the xylanase treated sections (n=10) exhibited AX5:AX6 ratios within +/- 20% of the mean
270
value, and 67% of the lichenase treated sections (n=12) exhibited BG3:BG4 ratios within +/12 ACS Paragon Plus Environment
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20% of the mean value. For wheat, 80% of the xylanase treated sections (n=13) had
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AX5:AX6 ratios within +/- 20% of the mean value, and 75% of the lichenase treated sections
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(n=8) had BG3:BG4 ratios within +/- 20% of the mean value. The 20% cut-off was chosen
274
because it corresponded to the previously determined technical error. From this investigation
275
it was deduced that, in the worst case, the probability that three randomly selected grains
276
within a given variety are all “outliers” (i.e., having a deviation from the mean value higher
277
than 20%) is 6.4%, i.e., 0.43. This probability falls to 2.5% with four grains.
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Comparison of the structural features of AX and BG in wheat and barley varieties, and their
279
distribution in the grains
280
For the following experiments, a minimum of three grains (and up to six) were randomly
281
selected within the grain samples of each variety. One section sampled in the central part of
282
each grain was analyzed by MALDI-MSI, and imaged with a lateral resolution of 100 µm.
283
Note that due to tissue damage that occurred when applying some of the sections onto the
284
glass plates, not all sections could be analyzed. In rare cases, only two sections were used to
285
qualify the variety (five times out of the 36 experiments performed for the 18 varieties treated
286
with the two enzymes). When the standard deviation was above 20%, outlier values were
287
discarded in the series keeping at least three values to qualify the variety.
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First, a global, quantitative interpretation of the images was performed. Figure 2 shows plots
289
of the average AX5:AX6 ratio as a function of the average BG3:BG4 ratio derived from the
290
MALDI-MSI measurements for the ten varieties of wheat and eight varieties of barley. The
291
different varieties are grouped by species along the AX5:AX6 axis. The AX5:AX6 ratio
292
suggests that barley varieties, on average, are richer in di-substituted AX than wheat varieties
293
(AX5:AX6 ratio is below 1 for all the barley varieties). Four of the ten varieties of wheat
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('Sisley', 'Malacca', 'Aligre', 'Magdalena') have close AX5:AX6 ratios compared to some
295
barley varieties (in the range of 0.6-1.2). However, the six other wheat varieties display the 13 ACS Paragon Plus Environment
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highest AX5:AX6 ratios (above 1.4), while, on the other hand, the varieties exhibiting the
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lowest AX5:AX6 ratios (below 0.5) are all barley. This trend agrees with the results of
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Dervilly-Pinel et al, 13 who found a higher proportion of di-substituted AX in barley than in
299
wheat. However, using our method, we were unable to clearly distinguish the wheat from the
300
barley varieties based on the BG3:BG4 ratio, although this ratio was previously reported to be
301
higher in wheat than in barley (3.0-4.5 and 1.8-3.5, respectively).21,
302
from our measurements were also lower than those documented. The mean value of
303
BG3:BG4 for the 10 varieties of wheat and 8 varieties of barley was 1.2 and 1.3, respectively,
304
with a standard deviation of 21%). Without excluding the possibility of bias in the estimation
305
of one of the BGOS species by the MALDI-MSI method, it can be assumed that any
306
misevaluation will evenly affect the BG3:BG4 ratio for all species and that this ratio could
307
still be used as a relative parameter for comparing the varieties.
308
For the eight barley cultivars (Figure 3) and for nine of the ten wheat cultivars (Figure 4),
309
some of the cross-sections were arbitrarily chosen from the central region of the grain and the
310
distribution of their AXOS and BGOS components were imaged by high-resolution MALDI-
311
MSI (i.e., at 50 µm spatial resolution). The AX5:AX6 and BG3:BG4 ratios were plotted with
312
a rainbow-color scale, where the color gradient from black to white reflects an increasing
313
value of AX5:AX6 and BG3:BG4 ratios. Some optical images of the same tissues were
314
acquired by fluorescence microscopy, thereby enabling colored pixels to be assigned to
315
specific cell structures of the endosperm. The average mass spectra obtained from selected
316
regions of some of the imaged sections are provided in Figure 5 and Figure 6. As shown in
317
Figure 3, the specific distribution of BG3 and BG4 species in the endosperm of the barley
318
grains was not obvious in any cultivar. Some of the cultivars (e.g., HGB4 and HGB7) actually
319
exhibited differently colored zones due to a gradient of increasing BG3 in these zones.
320
However, they do not correspond to regions of the endosperm with any known function, e.g.,
22
The values derived
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transfer cells or aleurone layer. Integrating the signal intensity of all released BG
322
oligosaccharides did not indicate a significant difference in the total amount of BG throughout
323
the endosperm in any of the cultivars (data not shown). This result is consistent with that of a
324
study by Zheng et al,40 who reported a uniform distribution of BG throughout the barley
325
grain.
326
In contrast to BG, pronounced differences in the substitution pattern of AX were observed
327
throughout the barley cross sections, as revealed by the monitoring of AX5:AX6. There were
328
also clear differences between the cultivars. In HGB2, a subtle gradient was observed from
329
the outer to the inner part of the endosperm. Mono-substituted AX (AX5) was more abundant
330
than di-substituted AX (AX6) in aleurone cells, while AX6 was more abundant in several
331
layers of the immediately adjacent cells, but AX5 was predominant in the vicinity of the
332
crease. Interestingly, an opposite gradient of AX5 and AX6 distribution was observed in
333
HGB7. HGB4 (and HGB3, although with less contrast) had slightly more AX5 in the aleurone
334
cells and markedly more AX5 in a small region close to the crease, while central cells had
335
more AX6 as indicated by black pixels, corresponding to an AX5:AX6 ratio below 1.2. An
336
inverse distribution was observed in HGB5, where the crease region was depleted in AX5,
337
AX5 was abundant in the aleurone layer, and central cells contained slightly more AX5 than
338
AX6. A similar pattern was reported by Wilson et al,
339
technique to identify highly substituted AX in the crease region of barley. HGB8 and HGB6
340
displayed a similar distribution pattern. The aleurone layer was enriched in AX5, while in the
341
rest of the tissue AX5 was moderately more abundant than AX6. Finally, HGB10 had uniform
342
distributions of AX5 and AX6 throughout the tissue, with slightly more AX5 than AX6.
343
In contrast to barley, molecular images of the BG distribution in wheat cultivars showed
344
smoother gradients and revealed some distinct areas: BG3 was prevalent in the central and
345
outer cells of all varieties, while BG4 was more abundant around the crease area (shown as
41
who used an antibody labelling
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346
blue pixels in Figure 4). It was known that BG polymers were uniformly distributed
347
throughout the wheat endosperm cross sections.14,
348
variations of BG across the grain was unexplored until now. Our results reveal a
349
heterogeneous distribution of BG3 and BG4 units throughout the endosperm, with the transfer
350
cells having lower BG3:BG4 ratios. High ratios of BG3:BG4 were correlated to poor
351
solubility of BG polymers. 19 Thus, the low BG3:BG4 ratio in the crease region could indicate
352
a greater affinity of BG, and hence the cell walls, to water in accordance with the role of the
353
crease region in water transportation.
354
Molecular images of AX distribution in wheat revealed common features in the nine wheat
355
cultivars as follows: AX5 was predominant in the aleurone layer and immediately adjacent
356
cell layers, while the inner layers and the transfer cells region were enriched in AX6, as
357
previously reported for the 'Recital' cultivar. 14 However, the AX5:AX6 gradient had different
358
cultivar-specific patterns. It was more pronounced in the 'Magdalena' variety, while it was
359
smooth in the 'Thesee', 'Baltimore', 'Sisley', 'Tamaro' and 'Crousty' cultivars. On the other
360
hand, two cultivars: 'Malaca' and especially 'Aligre', exhibited very low AX5:AX6 throughout
361
the whole endosperm. These different patterns were in agreement with the structural
362
variations of AX observed using enzymatic fingerprinting. 3 Cultivars 'Aligre' and 'Malaca'
363
were clustered in one group, characterized by a high proportion of di-substitution, while
364
'Magdalena' and 'Virtuose' were clustered in a different group with highly mono-substituted
365
AX. Enzymatic fingerprinting revealed intermediate structural features for the other cultivars.
366
As mentioned earlier, the degree of substitution of AX was correlated to the water binding
367
ability of the polymer. 12 A higher A:X ratio was observed in the transfer cells of wheat grains
368
compared to the aleurone cells by Raman spectroscopy, 30 which was suggested to promote
369
the diffusion of water and nutrients by the transfer cells in the crease region. A deeper
370
investigation of the AX structural variation across the wheat endosperm was performed by
29
Yet, to our knowledge, the structural
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analyzing 17 consecutive sections, longitudinally cut from a grain of the 'Recital' cultivar. The
372
distribution profile had a “U” shape, representing the AX5/AX6 gradient from one lateral
373
side, through the crease and to the opposite lateral side of the wheat cross section (Figure 7).
374
The observed variations are fully consistent with the results of single cross sections from the
375
center of the grain, showing enrichment of mono-substituted AX at the periphery of cross
376
sections close to the pericarp and relative depletion in the crease.
377
In conclusion, this study is the first to provide a complete view of the selective distribution of
378
key structural features in AX and BG polymers across the endosperm of several wheat and
379
barley varieties. Cell walls play a major role in cellular compartmentalization, and MALDI-
380
MSI revealed that cultivars have strikingly different AX distributions within the endosperm
381
cell walls. These variations may influence local environments, impacting polymer assembly
382
and final grain properties. By providing new insights into the structural variability of cell wall
383
polysaccharides among cereals, MSI could thus advantageously be part of a strategy aiming at
384
understanding the structure-function relationships of these polymers.
385
Abbreviations used
386
AX-arabinoxylans; AXOS-arabinoxylan oligosaccharide; BG-beta glucans; BGOS-beta
387
glucans oligosaccharide; DP- degree of polymerization; MALDI-MSI- matrix-assisted laser
388
desorption/ionization mass spectrometry imaging; mXyl3-mono-substituted xylosyl residue at
389
O-3 position; dXyl-di-substituted xylosyl residue; RH-relative humidity; XXXG- Xyloglucan
390
heptasaccharide; Xyl-xylose.
391
Acknowledgment
392
This work was supported in part through a post-doctoral fellowship (Dušan Veličković) from
393
INRA (Institut National de Recherche Agronomique, France) and AgreenSkills.
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394
Supporting Information Available
395
This material is available free of charge via the Internet at http://pubs.acs.org.
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References 397
1.
Front. Plant. Sci. 2014, 5,456.
398 399
Burton, R. A.; Fincher, G. B., Evolution and development of cell walls in cereal grains.
2.
Fincher, G. B.; Stone, B. A., Cell walls and their components in cereal grain technology.
400
In Advances in cereal science and technology, Pomeranz, Y., Ed. American Association
401
of Cereal Chemists: St Paul, MN, 1986; pp 207-295.
402
3.
Ordaz-Ortiz, J. J.; Devaux, M. F.; Saulnier, L., Classification of wheat varieties based on
403
structural features of arabinoxylans as revealed by endoxylanase treatment of flour and
404
grain. J. Agric. Food Chem. 2005, 53, 8349-8356.
405
4.
cultivars from different locations of china. Food Chem. 2002, 79, 251-254.
406 407
Zhang, G. P.; Wang, J. M.; Chen, J. X., Analysis of beta-glucan content in barley
5.
Toole, G. A.; Le Gall, G.; Colquhoun, I. J.; Drea, S.; Opanowicz, M.; Bedo, Z.; Shewry,
408
P. R.; Mills, E. N. C., Spectroscopic analysis of diversity in the spatial distribution of
409
arabinoxylan structures in endosperm cell walls of cereal species in the HEALTGRAIN
410
diversity collection. J. Cereal Sci. 2012, 56, 134-141.
411
6.
Quraishi, U. M.; Murat, F.; Abrouk, M.; Pont, C.; Confolent, C.; Oury, F. X.; Ward, J.;
412
Boros, D.; Gebruers, K.; Delcour, J. A.; Courtin, C. M.; Bedo, Z.; Saulnier, L.; Guillon,
413
F.; Balzergue, S.; Shewry, P. R.; Feuillet, C.; Charmet, G.; Salse, J., Combined meta-
414
genomics analyses unravel candidate genes for the grain dietary fiber content in bread
415
wheat (Triticum aestivum L.). Funct. Integr. Genomic 2011, 11, 71-83.
416
7.
Shewry, P. R.; Piironen, V.; Lampi, A. M.; Edelmann, M.; Kariluoto, S.; Nurmi, T.;
417
Fernandez-Orozco, R.; Ravel, C.; Charmet, G.; Andersson, A. A. M.; Aman, P.; Boros,
418
D.; Gebruers, K.; Dornez, E.; Courtin, C. M.; Delcour, J. A.; Rakszegi, M.; Bedo, Z.;
419
Ward, J. L., The HEALTHGRAIN wheat diversity screen: Effects of genotype and
19 ACS Paragon Plus Environment
Journal of Agricultural and Food Chemistry
Page 20 of 32
420
environment on phytochemicals and dietary fiber components. J. Agric Food Chem.
421
2010, 58, 9291-9298.
422
8.
Gebruers, K.; Dornez, E.; Boros, D.; Fras, A.; Dynkowska, W.; Bedo, Z.; Rakszegi, M.;
423
Delcour, J. A.; Courtin, C. M., Variation in the content of dietary fiber and components
424
thereof in wheats in the HEALTHGRAIN diversity screen. J. Agric. Food Chem. 2008,
425
56, 9740-9749.
426
9.
Nystrom, L.; Lampi, A. M.; Andersson, A. A. M.; Kamal-Eldin, A.; Gebruers, K.;
427
Courtin, C. M.; Delcour, J. A.; Li, L.; Ward, J. L.; Fras, A.; Boros, D.; Rakszegi, M.;
428
Bedo, Z.; Shewry, P. R.; Piironen, V., Phytochemicals and dietary fiber components in
429
rye varieties in the HEALTHGRAIN diversity screen. J. Agric. Food Chem 2008, 56,
430
9758-9766.
431
10. Andersson, A. A. M.; Lampi, A. M.; Nystrom, L.; Piironen, V.; Li, L.; Ward, J. L.;
432
Gebruers, K.; Courtin, C. M.; Delcour, J. A.; Boros, D.; Fras, A.; Dynkowska, W.;
433
Rakszegi, M.; Bedo, Z.; Shewry, P. R.; Aman, P., Phytochemical and dietary fiber
434
components in barley varieties in the HEALTHGRAIN diversity screen. J. Agric. Food
435
Chem. 2008, 56, 9767-9776.
436
11. Shewry, P. R.; Piironen, V.; Lampi, A. M.; Nystrom, L.; Li, L.; Rakszegi, M.; Fras, A.;
437
Boros, D.; Gebruers, K.; Courtin, C. M.; Delcour, J. A.; Andersson, A. A. M.; Dimberg,
438
L.; Bedo, Z.; Ward, J. L., Phytochemical and fiber components in oat varieties in the
439
HEALTHGRAIN diversity screen. J. Agric. Food Chem. 2008, 56, 9777-9784.
440 441
12. Saulnier, L.; Guillon, F.; Chateigner-Boutin, A. L., Cell wall deposition and metabolism in wheat grain. J. Cereal Sci. 2012, 56, 91-108.
442
13. Dervilly-Pinel, G.; Rimsten, L.; Saulnier, L.; Andersson, R.; Aman, P., Water-extractable
443
arabinoxylan from pearled flours of wheat, barley, rye and triticale. Evidence for the
20 ACS Paragon Plus Environment
Page 21 of 32
Journal of Agricultural and Food Chemistry
444
presence of ferulic acid dimers and their involvement in gel formation. J. Cereal. Sci.
445
2001, 34, 207-214.
446
14. Velickovic, D.; Ropartz, D.; Guillon, F.; Saulnier, L.; Rogniaux, H., New insights into
447
the structural and spatial variability of cell-wall polysaccharides during wheat grain
448
development, as revealed through MALDI mass spectrometry imaging. J. Exp. Bot. 2014,
449
65, 2079-2091.
450
15. Philippe, S.; Barron, C.; Robert, P.; Devaux, M. F.; Saulnier, L.; Guillon, F.,
451
Characterization using raman microspectroscopy of arabinoxylans in the walls of
452
different cell types during the development of wheat endosperm. J. Agric. Food Chem.
453
2006, 54, 5113-5119.
454
16. Toole, G. A.; Le Gall, G.; Colquhoun, I. J.; Nemeth, C.; Saulnier, L.; Lovegrove, A.;
455
Pellny, T.; Wilkinson, M. D.; Freeman, J.; Mitchell, R. A. C.; Mills, E. N. C.; Shewry, P.
456
R., Temporal and spatial changes in cell wall composition in developing grains of wheat
457
cv. Hereward. Planta 2010, 232, 677-689.
458
17. Ying, R. F.; Rondeau-Mouro, C.; Barron, C.; Mabille, F.; Perronnet, A.; Saulnier, L.,
459
Hydration and mechanical properties of arabinoxylans and beta-d-glucans films.
460
Carbohyd. Polym. 2013, 96, 31-38.
461
18. Shelat, K.; Vilaplana, F.; Nicholson, T.; How Wong, K.; Gidley, M.; Gilbert, R.,
462
Diffusion and viscosity in arabinoxylan solutions: Implications for nutrition. Carbohyd.
463
Polym. 2010, 82, 46-53.
464
19. Izydorczyk, M. S.; Dexter, J. E., Barley beta-glucans and arabinoxylans: Molecular
465
structure, physicochemical properties, and uses in food products-a review. Food Res. Int.
466
2008, 41, 850-868.
21 ACS Paragon Plus Environment
Journal of Agricultural and Food Chemistry
Page 22 of 32
467
20. Shelat, K.; Vilaplana, F.; Nicholson, T.; Gidley, M.; Gilbert, R., Diffusion and rheology
468
characteristics of barley mixed linkage beta-glucan and possible implications for
469
digestion. Carbohyd. Polym. 2011, 86, 1732-1738.
470
21. Cui, W.; Wood, P. J.; Blackwell, B.; Nikiforuk, J., Physicochemical properties and
471
structural characterization by two-dimensional NMR spectroscopy of wheat beta-d-
472
glucan - comparison with other cereal beta-d-glucans. Carbohyd. Polym. 2000, 41, 249-
473
258.
474
22. Lazaridou, A.; Biliaderis, C. G., Molecular aspects of cereal beta-glucan functionality:
475
Physical properties, technological applications and physiological effects. J. Cereal. Sci.
476
2007, 46, 101-118.
477
23. Toole, G. A.; Le Gall, G.; Colquhoun, I. J.; Johnson, P.; Bedo, Z.; Saulnier, L.; Shewry,
478
P. R.; Mills, E. N. C., Spectroscopic analysis of diversity of arabinoxylan structures in
479
endosperm cell walls of wheat cultivars (Triticum aestivum) in the HEALTHGRAIN
480
diversity collection. J. Agric. Food Chem. 2011, 59, 7075-7082.
481 482
24. Burton, R. A.; Fincher, G. B., Current challenges in cell wall biology in the cereals and grasses. Front. Plant Sci. 2012, 3.
483
25. Guillon, F.; Tranquet, O.; Quillien, L.; Utille, J. P.; Ortiz, J. J. O.; Saulnier, L.,
484
Generation of polyclonal and monoclonal antibodies against arabinoxylans and their use
485
for immunocytochemical location of arabinoxylans in cell walls of endosperm of wheat. J
486
Cereal. Sci. 2004, 40, 167-182.
487
26. Philippe, S.; Tranquet, O.; Utille, J. P.; Saulnier, L.; Guillon, F., Investigation of ferulate
488
deposition in endosperm cell walls of mature and developing wheat grains by using a
489
polyclonal antibody. Planta 2007, 225, 1287-1299.
490 491
27. McCartney, L.; Marcus, S. E.; Knox, J. P., Monoclonal antibodies to plant cell wall xylans and arabinoxylans. J. Histochem. Cytochem. 2005, 53, 543-546.
22 ACS Paragon Plus Environment
Page 23 of 32
Journal of Agricultural and Food Chemistry
492
28. Robert, P.; Jamme, F.; Barron, C.; Bouchet, B.; Saulnier, L.; Dumas, P.; Guillon, F.,
493
Change in wall composition of transfer and aleurone cells during wheat grain
494
development. Planta 2011, 233, 393-406.
495
29. Philippe, S.; Saulnier, L.; Guillon, F., Arabinoxylan and (1 -> 3),(1 -> 4)-beta-glucan
496
deposition in cell walls during wheat endosperm development. Planta 2006, 224, 449-
497
461.
498
30. Gessel, M. M.; Norris, J. L.; Caprioli, R. M., MALDI imaging mass spectrometry: Spatial
499
molecular analysis to enable a new age of discovery. J. Proteomics 2014, 107, 71-82.
500
31. Koeniger, S. L.; Talaty, N.; Luo, Y. P.; Ready, D.; Voorbach, M.; Seifert, T.; Cepa, S.;
501
Fagerland, J. A.; Bouska, J.; Buck, W.; Johnson, R. W.; Spanton, S., A quantitation
502
method for mass spectrometry imaging. Rapid Commun. Mass Sp. 2011, 25, 503-510.
503
32. Hankin, J. A.; Murphy, R. C., Relationship between MALDI IMS intensity and measured
504
quantity of selected phospholipids in rat brain sections. Anal Chem 2010, 82, 8476-8484.
505
33. Pirman, D. A.; Reich, R. F.; Kiss, A.; Heeren, R. M. A.; Yost, R. A., Quantitative
506
MALDI tandem mass spectrometric imaging of cocaine from brain tissue with a
507
deuterated internal standard. Anal. Chem. 2013, 85, 1081-1089.
508
34. Reich, R. F.; Cudzilo, K.; Levisky, J. A.; Yost, R. A., Quantitative MALDI-MSn analysis
509
of cocaine in the autopsied brain of a human cocaine user employing a wide isolation
510
window and internal standards. J. Am. Soc. Mass. Spectr. 2010, 21, 564-571.
511 512
35. Veličković, D.; Rogniaux, H., In situ digestion of wheat cell-wall polysaccharides. Bioprotocol 2014 4, e1306.
513
36. Ropartz, D.; Bodet, P. E.; Przybylski, C.; Gonnet, F.; Daniel, R.; Fer, M.; Helbert, W.;
514
Bertrand, D.; Rogniaux, H., Performance evaluation on a wide set of matrix-assisted laser
515
desorption ionization matrices for the detection of oligosaccharides in a high-throughput
23 ACS Paragon Plus Environment
Journal of Agricultural and Food Chemistry
Page 24 of 32
516
mass spectrometric screening of carbohydrate depolymerizing enzymes. Rapid Commun.
517
Mass Sp. 2011, 25, 2059-2070.
518
37. Nabipour, M.; Meskarbashee, M.; Farzad, S., Sodium and potassium accummulation in
519
different parts of wheat under salinity levels. Asian Journal of Agricultural Research
520
2007, 1, 97-104.
521 522
38. Al-Karaki, G. N., Germination, sodium, and potassium concentrations of barley seeds as influenced by salinity. J Plant Nutr. 2001, 24, 511-522.
523
39. Faure, R.; Courtin, C. M.; Delcour, J. A.; Dumon, C.; Faulds, C. B.; Fincher, G. B.; Fort,
524
S.; Fry, S. C.; Halila, S.; Kabel, M. A.; Pouvreau, L.; Quemener, B.; Rivet, A.; Saulnier,
525
L.; Schols, H. A.; Driguez, H.; O'Donohue, M. J., A brief and informationally rich
526
naming system for oligosaccharide motifs of heteroxylans found in plant cell walls. Aust.
527
J. Chem. 2009, 62, 533-537.
528 529
40. Zheng, G. H.; Rossnagel, B. G.; Tyler, R. T.; Bhatty, R. S., Distribution of beta-glucan in the grain of hull-less barley. Cereal Chem. 2000, 77, 140-144.
530
41. Wilson, S. M.; Burton, R. A.; Collins, H. M.; Doblin, M. S.; Pettolino, F. A.; Shirley, N.;
531
Fincher, G. B.; Bacic, A., Pattern of deposition of cell wall polysaccharides and transcript
532
abundance of related cell wall synthesis genes during differentiation in barley endosperm.
533
Plant Physiol. 2012, 159, 655-670.
534 535
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Figure captions
537
Figure 1. Schematized structure of (A) AX and (B) BG
538
Figure 2. Distribution of barley (red) and wheat (blue) cultivars according to the AX5:AX6
539
and BG3:BG4 ratios, as derived from the MALDI-MSI experiments. The number of sections
540
measured for determining AX5:AX6 and BG3:BG4 are given in parentheses, in that order.
541
Error bars correspond to the standard deviation of the mean observed in these experiments
542
(27%).
543
Figure 3. MALDI MS images of barley cultivars, plotting pixels according to the BG3:BG4
544
and AX5:AX6 ratios. Upper panels: fluorescence microscopy images of the same tissues. NB.
545
In the case of AX5:AX6 distributions, the blue pixels surrounding the tissue but outside of the
546
tissue are artefacts of the normalization procedure of the noise.
547
Figure 4. MALDI-MS images of wheat cultivars, plotting pixels according to the BG3:BG4
548
and AX5:AX6 ratios. Upper panels: fluorescence microscopy images of the same tissues.
549
Figure 5. MALDI-MSI spectra of BG in specific regions of barley seed.
550
Figure 6. Average MALDI-MSI spectra of AX in some wheat cultivars
551
Figure 7. Variability of released AX5 and AX6 in consecutive longitudinal cuts measured by
552
MSI. Error bars correspond to the technical variability of the experiment (20%). Images of the
553
AX5:AX6 ratio are depicted below for some characteristic longitudinal cuts (1st, 4th, 8th, 12th
554
and 17th sections).
555
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Figure graphics Figure 1
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Figure 2
4
Letter code for wheat varieties: Ali: Aligre Bal: Baltimore Cro: Crousty Mag: Magdalena Mal: Malacca Sis: Sisley Tam: Tamaro The: Thesee Vir: Virtuose Rec: Recital
3.5 Tam (2;3)
3
AX5:AX6
2.5
Rec (4;3)
2
The (3;2) Cro (3;4)
Vir (2;3)
1.5 Bal (4;3) Ali (2;3)
1
Mal (3;4) Sis (3;4)
0.5 HGB2 (4;3)
HGB10 (4;5)
Mag (3;3) HGB5 (3;3) HGB7 (4;3)
HGB6 (3;4)
HGB3 (3;4)
HGB8 (4;3)
HGB4 (2;5)
0 0.5
1
1.5
2
BG3:BG4
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Figure 3
Figure 4
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Figure 5
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Figure 6
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557 558
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Figure 7
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