Skip to main content

ORIGINAL RESEARCH article

Front. Plant Sci., 06 January 2023
Sec. Plant Physiology
This article is part of the Research Topic Biosynthesis, Purification, Characterization and Uses of Natural Compounds in Plants View all 6 articles

Late-season biosynthesis of leaf fatty acids and n-alkanes of a mature beech (Fagus sylvatica) tree traced via 13CO2 pulse-chase labelling and compound-specific isotope analysis

  • Department of Geography, University of Zurich, Zurich, Switzerland

Leaf cuticular waxes play an important role in reducing evapotranspiration via diffusion. However, the ability of mature trees to regulate the biosynthesis of waxes to changing conditions (e.g., drought, light exposition) remain an open question, especially during the late growing season. This holds also true for one of the most widely distributed trees in Central Europe, the European beech tree (Fagus sylvatica L.). In order to investigate the ongoing formation of wax constituents like alkanes and fatty acids, we conducted a 13CO2 pulse-chase labelling experiment on sun-exposed and shaded branches of a mature beech tree during the late summer 2018. The 13C-label was traced via compound-specific δ13C isotope analysis of n-alkanes and fatty acids to determine the de-novo biosynthesis within these compound classes. We did not observe a significant change in lipid concentrations during the late growing season, but we found higher n-alkane concentrations in sun-exposed compared to shaded leaves in August and September. The n-alkane and fatty acid composition showed ongoing modifications during the late growing season. Together with the uptake and following subsequent decrease of the 13C-label, this suggests ongoing de-novo biosynthesis, especially of fatty acids in European beech leaves. Moreover, there is a high variability in the 13C-label among individual branches and between sun-exposed and shaded leaves. At the same time, sun-exposed leaves invest more of the assimilated C into secondary metabolites such as lipids than shaded leaves. This indicates that the investigated mature beech tree could adjust its lipid production and composition in order to acclimate to changes in microclimates within the tree crown and during the investigated period.

1 Introduction

Climate scenarios predict substantial warming in Europe with an increase in summer temperature of 2-4°C (2081-2100, RCP4.5; Bussotti et al., 2015). Increasing temperature together with altered precipitation regimes and increased disturbance frequency is expected to decrease productivity and affect tree species distribution and community dynamics (McDowell et al., 2020). This may have negative effects on forest ecosystem services, including reduced carbon sequestration (McDowell et al., 2020). European beech (F. sylvatica), one of the most abundant trees in Central Europe (Blessing et al., 2015) and as such an ecological and economically important species, is known to be sensitive to drought, which can limit growth and competitiveness (Walthert et al., 2021). For such species with a wide distribution, there is great interest in how they can adapt to changing climatic conditions. To assess the sensitivity of F. sylvatica to future climate warming, numerous studies have investigated changes in foliar functional traits such as leaf size (Meier and Leuschner, 2008), bud burst or leaf senescence (Zohner and Renner, 2019) in response to environmental parameters. Another approach is to trace carbon allocation in beech trees with respect to environmental conditions using molecular proxies and compound specific-isotope analysis. One example is the combination of 13CO2 pulse labelling of tree saplings and chasing the 13C-abundance in different leaf compounds, such as starch, sugar, and amino acids (Blessing et al., 2015). As the leaf wax composition is sensitive to environmental conditions including exposure to radiation, heat, and droughts, leaf waxes were identified as a promising proxy to better understand tree response to future climate (Shepherd and Griffiths, 2006). However, only a few studies have looked at changes in leaf wax amount and composition of mature trees as a response to environmental variability during one growing season (Gülz and Müller, 1992; Lockheart et al., 1997; Sachse et al., 2009; Vega et al., 2020).

The cuticular wax layer consists of straight-chain aliphatic compounds (C20 - C34) derived from very long-chain fatty acids (FA) via the decarbonylation pathway (Jetter and Kunst, 2008). The cuticular wax layer is organized as epicuticular waxes located at the outermost leaf surface and intracuticular waxes embedded in the cutin biopolymer matrix. The epicuticular waxes interact with the environment and contribute to the protection of leaves, e.g., against ultraviolet light exposure and uncontrolled water loss via diffusion. Besides, due to their exposure at the leaf surface, cuticular long-chain FA and n-alkanes can be removed by wind or dust abrasion (Nelson et al., 2017) and transported over long distances followed by deposition into soils and sediments (Jansen and Wiesenberg, 2017). Therefore, their biosynthesis as well as their composition is expected to be actively adjusted in response to environmental conditions (Müller and Riederer, 2005; Shepherd and Griffiths, 2006). This might suggest a continuous renewal of wax components in tree leaves. Also Prasad and Gülz (1990) observed that the amount of leaf waxes and their composition change within one growing season with an increasing FA concentration in beech leaves towards the end of the growing season. This is in line with the dynamic wax modifications in leaves of common oak (Quercus robur; Gülz and Müller, 1992) and ivy (Hedera helix L.) with increasing leaf age (Hauke and Schreiber, 1998).

On top of the molecular composition, also compound-specific isotope variability was proven useful to trace carbon uptake and allocation in plant wax components (Heinrich et al., 2015). Sachse et al. (2009) showed strong seasonal variations in the natural hydrogen isotopic composition of leaf wax n-alkanes of beech trees. They observed a strong increase in n-C27 δ2H values (-140‰) in early October and a decrease (20‰) afterwards indicating a de-novo biosynthesis of n-alkanes during the entire growing season. In contrast, Kahmen et al. (2011) found that the δ2H values of alkanes of Populus trichocarpa are fixed in the early stage of leaf development and do not change during the entire life span of the leaf. This implies that the n-alkane δ2H values only record a short period of the environmental conditions during the entire leaf life span, which suggests a wax n-alkane synthesis only in the early stage of leaf development.

However, there is still little evidence for such renewal of important wax components such as long-chain FA and n-alkanes of broadleaf tree leaves during the growing season (Lockheart et al., 1997; Sachse et al., 2009). Additionally, the relationship between leaf wax cycling and the environment remains complex as leaf wax abundance and composition vary with leaf ontogeny (Nguyen-Tu et al., 2007), time of leaf wax synthesis (Sachse et al., 2009), and among plant species (Dodd and Poveda, 2003). In addition, leaf waxes vary within an individual tree depending on canopy position (Bahamonde et al., 2018; Vega et al., 2020). The abundance and stable isotope composition of leaf n-alkanes, for instance, varies between sun-exposed and shaded leaves within the same tree canopy (Lockheart et al., 1997; Bush and McInerney, 2013). This argues for the acclimation of leaf wax biosynthesis to micro-environmental differences, which affects the abundance, composition, and renewal rate of the leaf wax compounds.

In this study, we aimed to evaluate the late seasonal dynamic in leaf waxes of sun-exposed and shaded leaves of a ~200-year-old beech tree (F. sylvatica). We performed a 13CO2 pulse-chase labelling experiment to determine the de-novo biosynthesis of lipid compound classes. Within these compound classes we analyzed the variation in the concentration and composition of n-alkanes and FA in sun-exposed vs. shaded leaves during the late growing season 2018. We focused on the molecular and stable carbon (13C) isotope composition of leaf lipids, including n-alkanes and FA. We hypothesized that (i) leaf wax n-alkane concentration and chain length are higher in sun-exposed when compared to shaded leaves as an acclimation to light exposure, (ii) a higher variability in leaf wax n-alkane composition, concentration, and isotope composition is expected in sun-exposed leaves than in shaded leaves due to the higher variability in temperature and sun exposure and (iii) leaf wax biosynthesis continues until the late stages of the growing season.

2 Materials and methods

2.1 Site description

Field work was carried out between August and October 2018 on the campus of the University of Zurich, Switzerland [47°23’44’’N, 8°32’57’’E; 540 m a.s.l.]. The climate is characterized by a mean annual air temperature of 9.3°C and a mean annual precipitation of 1134 mm (MeteoSwiss, 2018a, accessed:2018). In the observation time period of the current study between August and October 2018, the average air temperature was 20.8°C (long-term average for 1981-2010: 18.0°C) and the cumulative precipitation was 113mm (long-term average for 1981-2010: 124 mm; MeteoSwiss, 2018b, accessed:2018).

2.2 13CO2 pulse-chase labelling experiment and sample collection

A 13CO2 pulse-chase labelling experiment was conducted to trace carbon uptake and wax renewal during the late phase of the growing season (August to October 2018) starting with the 13CO2 pulse on 9th August 2018. The maximum temperature on this sunny day was 27°C. A ~200-year-old F. sylvatica tree was selected in a group of five trees. The experiment was carried out at the sun-exposed south-west side of the tree on a very large branch, which had numerous well-developed terminal subbranches covering a ground area of ca. 50m2. In total, eight terminal branches were selected, which were located ca. 2 meters above the ground and had at least 60 leaves, each. Four of these subbranches were exposed to direct sunlight and four branches were located in a shaded position. In total, six branches (three sun-exposed and three shaded, respectively) were used for the 13CO2 labelling experiment. One additional branch in sun-exposed and another one in shaded position were used as unlabelled control branches to determine the natural isotope composition. The distance between all individual branches was at least 2 m from each other to avoid direct influence of the 13CO2 labelling experiment on the other branches.

Labelling chambers with a volume of 0.06m3 were placed and fixed on tripods around the branches that were chosen for the experiment. Each labelling chamber consisted of a wired frame built on a polypropylene bottom plate. Every frame was placed in transparent plastic foil that enabled >95% penetration of sunlight and UV radiation and was sealed air-tight around the top of the branches shortly before the beginning of the experiment. Battery-driven fans were placed in the chamber to homogenously distribute the air inside (Kagawa et al., 2005; Srivastava et al., 2018). Ice packs were placed in the chamber to lower air chamber temperature (Figure 1). Each labelling chamber contained a glass dish with an amount of 1g of the tracer (>99% Na213CO3) dissolved in deionized water (Milli-Q quality). With this amount of tracer, we avoided an increase of the CO2 concentration inside the labelling chamber above 800 ppm at any time during the experiment. Thereby, the photosynthetic activity of the leaves and consequently CO2 uptake was maintained. The 13CO2 gas was released at the beginning of the experiment by injection of 10ml sulfuric acid (H2SO4, 10 atom-%) via a syringe directly through the plastic foil into the labelling solution after the fans were started and the bags were sealed. All branches were exposed to a 13CO2-enriched atmosphere for ~5 hours.

FIGURE 1
www.frontiersin.org

Figure 1 Schematic overview of the labelling chamber (modified after Kagawa et al., 2005).

After 5 hours, the chambers were disassembled. Sun-exposed and shaded nodes containing at least three leaves, each, were collected at the topmost and terminal part of each branch immediately after the experiment (t0), as well as 4 and 7 days after labelling. Subsequently, leaves were collected weekly until 11th October 2018, which resulted in 480 leaf samples during the chase-phase of the experiment. Immediately after sampling, leaf chlorophyll content was measured with a Soil Plant Analysis Development chlorophyll meter (Konica Minolta SPAD-502 meter) according to Uddling et al. (2007). Thereafter, leaves were stored in plastic bags on dry ice in the field and after returning to the lab in a freezer at -20°C until further analyses. Two leaves of each node were used per branch for bulk elemental analyses and one leaf was used for lipid analyses for each sampling date.

2.3 Bulk elemental and stable isotope (δ13C) analysis

The leaves were freeze-dried for the bulk elemental analyses using a Christ Alpha 1-2 lyophylisator and then manually crushed to fine powder using pestle and mortar under liquid nitrogen. The leaf samples were weighed into tin capsules and analysed for carbon (C), nitrogen (N), and stable carbon (δ13C) isotope composition using a Thermo Fisher Scientific Flash HT Elemental Analyser coupled to a Delta V Plus isotope ratio mass spectrometer via ConFlo IV and calibrated against several certified standards.

2.4 Lipid composition and characterisation

2.4.1 Cuticular leaf wax preparation

Intact leaf samples were shaken for one minute in a solvent mixture of DCM : MeOH (99:1, v/v) and repeatedly washed with fresh solvent after being removed from the solvent reservoir (Wiesenberg and Gocke, 2017). Volume reduction was done via a Büchi Multivapor, followed by drying over anhydrous sodium sulfate (Na2SO4) and filtration using a glass-fiber filter. Afterwards, the solvent was evaporated until dryness to gravimetrically determine the concentration of cuticular waxes. The extract was then sequentially separated by solid phase extraction on activated silica gel (Wiesenberg and Gocke, 2017). Aliphatic and aromatic hydrocarbons were eluted with hexane and hexane:DCM (1:1, v/v), respectively, followed by low polar heterocompounds with DCM : MeOH (93:7, v/v). The volume was reduced via rotary evaporation (Wiesenberg and Gocke, 2017). Only aliphatic hydrocarbons were studied here in detail as they represent one of the most common components of leaf waxes (Ardenghi et al., 2017).

2.4.2 Intracuticular leaf wax preparation

After extraction of the cuticular waxes, the air-dried extraction residues were crushed to fine powder with mortar and pestle under liquid nitrogen. A subsample of ~150mg of crushed leaf material was amended to ultrasonic extraction using 2ml of solvent mixture of DCM : MeOH (93:7, v/v) followed by centrifugation at 800g for 2 minutes, according to the procedure described by Wiesenberg and Gocke (2017). The supernatant was passed through a glass-fiber filter into a pre-weighed vial. This extraction was repeated 8 times. The solvent was evaporated in a fume hood until dryness and the intracuticular lipid concentration was determined gravimetrically. The lipid extract was re-dissolved in DCM and sequentially separated into neutral lipids, fatty acids (FA) and high molecular weight compounds after solid phase extraction with KOH-coated silica gel. Neutral lipids were eluted with DCM followed by FA with DCM:formic acid (99:1, v/v) and high molecular weight compounds with DCM : MeOH (1:1, v/v; Wiesenberg and Gocke, 2017). Out of these fractions, only FA are presented in this study as they are dominant in intracuticular leaf waxes and are a major precursor of n-alkanes which are predominant in the cuticular leaf waxes (Samuels et al., 2008). The cuticular and intracuticular lipid concentration was normalized by leaf area [µg.cm-2] due to the inverse proportionality of leaf dry weight and leaf area between sun-exposed and shaded leaves (Supplementary Figure 1; Prasad and Gülz, 1990; Huang et al., 2019).

2.4.3 Fatty acid and alkane quantification

Deuterated standards (D39C20 or D50C24, respectively) were added to the individual FA and aliphatic hydrocarbon fractions for quantification before the respective analysis. Compound identification was performed on a gas chromatograph (GC; Agilent 6890) coupled to a mass selective detector (Agilent 5973N) equipped with a split/splitless injector. Injection was performed in splitless mode. Quantification was performed on a GC (Agilent 7890B) equipped with a multi-mode inlet and flame ionization detector (FID). The temperature program for the multi-mode inlet was ramped from 80°C (held for 0.5 min) to 400°C (held for 5 min) at 850°C/min and afterwards reduced to 250°C at 50°C/min. Both GC instruments were equipped with a J&W DB-5MS narrow-bore capillary column (50m x 0.2mm; 0.33µm film thickness) and a deactivated precolumn (1.5m). The oven temperature for n-alkane analyses increased from 70°C (held for 4 min) to 320°C (held for 20 min) at 5°C/min. The oven temperature program for FA started at 50°C (held for 4 min) and ramped to 150°C at 4°C/min and afterwards to 320°C (held for 40 min) at 3°C/min (Wiesenberg and Gocke, 2017).

2.4.4 Compound-specific isotope analysis

The FA and n-alkane δ13C composition was determined using a Thermo Fisher Scientific Trace 1320 GC equipped with a PTV injector and FID detector connected via a GC-IsoLink II to a ConFlo IV and Delta V Plus isotope mass spectrometer (irMS). The temperature program of the PTV injector increased from 60°C (held for 0.5min) to 375°C (held for 2.5min) at 870°C/min and afterwards reduced to 250°C at 50°C/min. Injection was performed in splitless mode. The capillary column setup and the oven temperature program for both, FA and n-alkane fractions, was identical to the respective oven temperature programs used for quantification. All measurements were performed at least in triplicate and the difference between analytical measurements typically did not exceed 1‰ Vienna-Pee Dee Belemnite (V-PDB) for individual compounds. The CO2 reference gas was calibrated relative to V-PDB using A7 and B5 n-alkane and F8-3 fatty acid mixtures provided by A. Schimmelmann (Indiana University, Bloomington, Indiana, USA). Instrument performance was checked using an internal n-alkane standard mixture (C20 -30 Sigma Aldrich). The isotope (δ13C) ratio of FAs was corrected for the added methyl group during methylation (-42.0 ± 0.3‰).

2.5 Calculations

2.5.1 Stable isotope composition and 13C-excess

The δ13C values are presented in per mil (‰) relative to the V-PDB standard:

1. δ13C=[((13C/12Cleaf  sample)/(13C/12CVPDB))−1]*103

Where 13C/12Cleaf sample is the ratio in the leaf sample and 13C/12CV-PDB = 0.0112372

The 13C-excess is expressed as 13C atom% (Epron et al., 2012) and was calculated using the following equation:

2. 13Cexcess[%]=[(100/(13C/12Cfirst leaf sample))*(13C/12Clabelled leaf  sample)]−100

2.5.2 Molecular ratios

The average chain length (ACL) of n-alkanes and FA was calculated using the following equation (e.g. Wiesenberg and Gocke, 2017):

3. ACL= ∑(Zn *n)/∑(Zn) ,

where Zn is the concentration of the respective compound and n is the number of carbon atoms; C23-C31 for n-alkanes (Griepentrog et al., 2016) and C16-C32 for FA.

2.6 Statistical analysis

Data represent mean values and standard errors (SE) of the same sampling date. C and N concentrations are calculated from eight replicates ± SE. The lipid concentration is given as mean value ± SE of four replicates (one control plus three labelled leaf samples) as there is no significant difference (P>0.05) in lipid concentration between control and labelled leaves for the individual sampling dates. The 13C-excess is provided as the weighted average of n-alkanes and FA ± SE of three replicates for all leaves. Only long-chain n-alkanes (C25, C27, C29) were used to calculate the 13C-excess, as short-chain n-alkanes are lower concentrated. The 13C-excess of FA was calculated for chain-lengths between C16 and C32 as there was no significant difference (P>0.05) in the 13C-excess between short- and long-chain FA. Data analysis was performed with R studio software 4.0.4 (R Core Team, 2020). All data was tested for significant difference using one way analysis of variance (ANOVA; P<0.05).

3 Results

3.1 Leaf chemical properties

Sun-exposed leaves showed a higher C concentration averaging 46.2 ± 1.3%, compared to shaded leaves that had an average C concentration of 44.4 ± 1.2% (+5%; F(2, 148) = 108.01, P<0.0001; Figure 2A). The C concentration increased in sun-exposed and shaded leaves from August (44.4 ± 1.1% and 42.8 ± 1.3%, respectively) to October (47.4 ± 1.4% and 45.1 ± 0.8%, respectively). Shaded leaves (2.02 ± 0.12%) showed a consistently higher N concentration compared to sun-exposed leaves (1.72 ± 0.26%) (+15%; F(2, 148) = 78.81, P<0.0001; Figure 2B). N concentration was highest in both, sun-exposed and shaded leaves at the beginning of August (1.87 ± 0.07% and 2.17 ± 0.03%, respectively). They declined until October (1.63 ± 0.15% and 1.92 ± 0.03%, respectively). Consequently, the C:N ratio increased from 27.7 ± 2.5 and 21.6 ± 0.5 in September to 32.1 ± 4.6 and 23.5 ± 0.3 in October in sun-exposed (+15%) and shaded (+10%) leaves (Supplementary Figure 2). SPAD-values indicative for the chlorophyll content of sun-exposed (31.7 ± 4.2) and shaded (31.8 ± 1.8) leaves did not differ between these exposures (F(2, 149) = 0.12, P=0.73) over the late growing season (Supplementary Figure 3). The SPAD-values decreased in both, sun-exposed (r = -0.504; R2 = 0.254) and shaded leaves (r = -0.594; R2 = 0.353) from August to October. Water concentration was consistently higher (F(2, 144) = 83.43, P<0.0001) in shaded (57.7 ± 3.4%) than in sun-exposed leaves (51.7 ± 4.7%). They remained almost constant during the late growing season (Supplementary Figure 4).

FIGURE 2
www.frontiersin.org

Figure 2 Change of the carbon (A) and nitrogen (B) concentrations of sun-exposed and shaded leaves during the late growing season (field replicates n=8 with 2 analytical replicates, each, error bars indicate SE).

3.2 Lipid composition

The total intracuticular lipid concentration was higher (+20%; F(2, 69) = 7.60, P<0.01) in sun-exposed (83.6 ± 4.9 µg.cm-2) than in shaded leaves (66.1 ± 4.3 µg.cm-2; Figure 3A). Sun-exposed leaves (36.4 ± 1.4 µg.cm-2) had a higher cuticular lipid concentration (+45%; F(2, 68) = 109.29, P<0.0001) compared to shaded leaves (19.9 ± 0.7 µg.cm-2; Figure 3B). The cuticular lipid concentration tended to decrease in sun-exposed leaves (-12%; r = -0.156; R2 = 0.024), while it tended to increase in shaded leaves (+20%, r = 0.132; R2 = 0.017) during the late growing season.

FIGURE 3
www.frontiersin.org

Figure 3 Change of intracuticular (A) and cuticular (B) lipid concentrations of sun-exposed and shaded leaves during late growing season (field replicates n = 4, error bars indicate SE).

Sun-exposed leaves (8.7 ± 0.4 µg.cm-2) were characterized by a higher intracuticular FA concentration (+45%; F(2, 63) = 57.55, P<0.0001) than shaded leaves (5.2 ± 0.5 µg.cm-2). The FA concentration in sun-exposed leaves was highest (10.1 ± 0.7 µg.cm-2) in early August (DOY228). Thereafter, the FA concentration decreased (-5%; 7.2 ± 0.9 µg.cm-2) towards the end of the growing season (Figure 4A). In contrast, the FA concentration in shaded leaves remained almost constant over the late growing season. In line with the lipid concentration, sun-exposed leaves (7.9 ± 0.3 µg.cm-2) contained a constantly higher n-alkane concentration in the cuticula (+52%, F(2, 68) = 123.50, P<0.0001) than shaded leaves (3.8 ± 0.3 µg.cm-2; Figure 4B). No temporal trend was observed.

FIGURE 4
www.frontiersin.org

Figure 4 Change of fatty acids (intracuticular waxes) (A) and n-alkane (cuticular waxes) (B) concentrations of sun-exposed and shaded leaves during the late growing season (field replicates n=4, error bar indicate SE).

FA showed a strong even-over-odd dominance with a chain length ranging from C16:0 to C32:0, with C16:0, C18:3, C20:0 and C28:0 being the most abundant. A similar concentration (t(74) = -0.32 P=0.75) of C16:0 was found in both sun-exposed (33.4 ± 1.9%) and shaded (32.6 ± 1.8%) leaves (Supplementary Figure 5A). Shaded leaves had a higher (t(59) = 5.17, P<0.001) concentration of C18:3 (10.1 ± 1.1%) compared to sun-exposed leaves (6.1 ± 0.7%). Sun-exposed leaves had a higher (t(73) = -3.95, P<0.005) concentration of C20:0 (15.5 ± 0.7%) and C28:0 (16.6 ± 1.1%) compared to shaded leaves (9.9 ± 0.4% and 12.3 ± 1.1%, respectively). The average chain length of FA was consistently higher in sun-exposed than in shaded leaves (F(2, 64) = 115.54, P<0.0001) (Supplementary Figure 6A).

In all investigated leaf samples, n-alkanes had a strong odd-over-even dominance with alkanes ranging from C23 to C31 (Supplementary Figure 5B). n-C27 was the most abundant (ca. 90%) alkane in all leaves. Sun-exposed leaves (3.5 ± 0.1%) exhibited a lower concentration of n-C29 (t(76) = -4.06, P< 0.001) compared to shaded leaves (5.6 ± 0.1%). At the same time, the concentration of n-C25 was higher (t(76) = -11.09, P< 0.001) in sun-exposed (3.1 ± 0.0%) than in shaded (2.5 ± 0.0%) leaves. This resulted in a lower average chain length (-1%; F(2, 68) = 177.00, P<0.0001) of sun-exposed leaves (26.9 ± 0.1) than of shaded leaves (27.1 ± 0.1; Supplementary Figure 6B).

3.3 Stable carbon (δ13C) isotope composition

Sun-exposed leaves always revealed higher bulk δ13C values (+1.5‰; F(2, 29) = 1051.60, P<0.0001) compared to shaded leaves with average values of -30.1 ± 0.2‰ and -31.6 ± 0.2‰, respectively (Figure 5A). In general, there was little variation ( ± 1‰) in the bulk δ13C values over the late growing season. There was no significant difference (F(2, 9) = 0.23, P=0.64) in the δ13C values of FA between sun-exposed (-37.0 ± 0.5‰) and shaded leaves (-37.8 ± 0.6‰). More negative δ13C values of FA of all leaves were observed towards the end of the growing season. FA showed a higher intra-seasonal variability in the δ13C values (SD=1.20) and a depletion of 3-6‰ with respect to bulk δ13C values (SD = 0.13; Figure 5B). This was also observed for n-alkane δ13C values (Figure 5C), but to a lesser extent. The δ13C values of n-alkanes showed a depletion of 1-3‰ respective to bulk δ13C values. An enrichment in 13C by +2.6‰ (F(2, 45) = 247.39, P<0.0001) was observed for n-alkanes of sun-exposed leaves compared to shaded leaves.

FIGURE 5
www.frontiersin.org

Figure 5 Natural δ13C abundance (control spot) of bulk tissue (A), fatty acids (intracuticular waxes) (B), and n-alkanes (cuticular waxes) (C) of sun-exposed and shaded leaves (analytical replicates n=3, error bars indicate SE).

3.4 13C-excess of sun-exposed and shaded leaves

The 13C-excess of both, sun-exposed and shaded leaves was calculated based on the 13C/12C ratio from the first leaf sample at time t=0 of the respective branch. The maximum 13C-excess was observed in bulk leaves one day (DOY 222) after labelling with a 13C-excess of 14 ± 3% in sun-exposed and 27 ± 3% in shaded leaves (Figure 6A). Overall, the 13C-excess was lower (F(2, 108) = 78.24, P<0.0001) in sun-exposed than in shaded leaves. A faster exponential decrease occurred in sun-exposed (r = -0.773; R2 = 0.597) than in shaded leaves (r = -0.397; R2 = 0.157) towards the late end of the growing season.

FIGURE 6
www.frontiersin.org

Figure 6 Weighted average of 13C-excess of bulk C (A), fatty acids (intracuticular waxes) (B), and n-alkanes (intracuticular waxes) (C) of sun-exposed and shaded leaves after 13CO2 pulse.

FA of sun-exposed and shaded leaves reached an average maximum in 13C one week after labelling (DOY 228). 13C-excess was lower (F(2, 45) = 0.07, P=0.78) in sun-exposed (2.65 ± 1.27%) than in shaded leaves (3.63 ± 0.49%; Figure 6B). Normalized to the 13C-excess in the respective bulk leaf, the sun-exposed leaves invest more (18%) of the assimilated C into FA and secondary metabolites than shaded leaves (13%). The enrichment in 13C in sun-exposed leaves is visible immediately after labelling whereas the 13C enrichment in shaded leaves occurred more slowly. Moreover, the 13C enrichment in shaded leaves remained almost constant until late growing season. On the contrary, the 13C enrichment in sun-exposed leaves tended to decrease in the late growing season. High variability was observed among individual branches (Supplementary Figure 7).

Short-chain FA (C16:0 and 18:0) showed a maximum in 13C four days (DOY225) and one week (DOY228) after labelling in sun-exposed and shaded leaves with a 13C-excess of 3.29 ± 1.04% and 2.88 ± 0.37%, respectively (Figure 7A). Within an individual branch, however, the 13C-excess of short-chain FA in shaded branches remained constant after reaching a maximum of 13C-excess. The 13C-excess of short-chain FA in sun-exposed branches, however, showed a decay before stabilization. There was no significant difference (F(2, 45) = 0.09, P=0.76) in the 13C-excess of short-chain FA between sun-exposed and shaded leaves throughout the entire late growing season. This is caused by a high variability in the 13C-excess of short-chain FA among all branches (Supplementary Figures 7C, D). Long-chain FA (C20:0 to 32:0) of all branches showed a first maximum in 13C one week after labelling (DOY228) with a 13C-excess of 2.17 ± 0.72% in sun-exposed and of 4.31 ± 0.65% in shaded leaves, respectively (Figure 7B). Overall, long-chain FA of shaded leaves had a larger 13C-excess (F(2, 45) = 10.08, P<0.01) than those of sun-exposed leaves. There was a high variability in the 13C-excess of long-chain FA among shaded branches. However, there was no significant difference (F(3, 15) = 1.65, P=0.23) in the 13C-excess of long-chain FA among sun-exposed branches (Supplementary Figures 7E, F).

FIGURE 7
www.frontiersin.org

Figure 7 Weighted average of 13C-excess of short-chain fatty acids C16-18 (A), long-chain fatty acids C20:0-32:0 (B) of intracuticular waxes as well as n-alkanes C25 (C), C27 (D), and C29 (E) of the cuticular waxes of sun-exposed and shaded leaves (analytical replicates n=3, error bars indicate SE). The vertical line in the graphs indicates the application date of the isotope label.

The weighted average of 13C-excess of n-alkanes in all leaves showed a low enrichment in 13C in comparison to the n-alkane δ13C values of the unlabelled leaves with a lower 13C-excess (F(2, 49) = 4.04, P<0.05) in sun-exposed (0.01 ± 0.01%) than in shaded leaves (0.03 ± 0.01%; Figure 6C). There was no significant difference in the 13C-excess of n-C25 (F(2, 49) = 1.60, P=0.21) and n-C29 (F(2, 48) = 2.58, P=0.11) between sun-exposed and shaded leaves (Figures 7C, D). Shaded leaves, however, had a larger 13C-excess for n-C27 (F(2, 49) = 4.84, P< 0.05) compared to sun-exposed leaves (Figure 7E). Overall, there was a high variability among individual branches in the 13C-excess for long-chained n-alkanes (n-C25 to n-C27) in shaded leaves (F(3, 18) = 17.06, P<0.0001). There was no significant difference in the 13C-excess among sun-exposed branches (F(3, 18) = 2.53, P=0.11; Supplementary Figures 8A–F).

Over the entire late growing season, the 13C-excess was largest for bulk leaves (10-30%; one day after labelling) followed by FA (1-4%; one week after labelling) and n-alkanes (0.01-0.04%; within the first week after labelling if any). In general, over the entire late growing season, 13C-excess of n-alkanes and FA followed a similar trend.

4 Discussion

4.1 Differences between sun-exposed and shaded leaves

Compared to sun-exposed leaves, shaded leaves are characterized by larger leaf area, thinner leaves (Van Wittenberghe et al., 2012), and higher foliar chlorophyll as well as nitrogen concentration. This is necessary to successfully intercept diffuse radiation and maintain photosynthesis despite light limitation (Bachofen et al., 2020). Consequently, this explains that shaded leaves showed consistently higher N concentration (+15%; F(2, 148) = 78.81 P<0.0001; Figure 2B) over the entire late growing season in our study. The higher C concentration (+5%; F(2, 148) = 108.01, P<0.0001) in sun-exposed (46.2 ± 1.3%) over shaded leaves (44.4 ± 1.2%) can be attributed to the larger concentration of carbon-rich compounds such as soluble sugars (Castrillo et al., 2005). Those concentrations often coincide with photosynthesis rates. The observed bulk δ13C values (Figure 5A) of leaves varying between -30 and -32‰ are identical to those reported by Schleser (1990) for beech leaves. This observed 13C depletion (-1.5‰; F(2, 29) = 1051.60, P<0.0001) of shaded compared to sun-exposed leaves can be explained by stomatal closure and a lower mesophyll conductance in sun-exposed leaves to minimize water loss. This typically results in less 13C discrimination (Cano et al., 2013). As a result of the sun exposure and higher water loss, sun-exposed leaves were characterized by a consistently lower (F(2, 144) = 83.43, P<0.0001) water concentration compared to shaded leaves (Supplementary Figure 3; Pilegaard et al., 2003). Therefore, within an individual tree, leaf functional traits are diverse (Forey et al., 2016) and partly driven by sun exposure.

As a result of sun exposure, differences in abundance and composition of leaf lipids can also be expected within the canopy (Bush and McInerney, 2013). Sun-exposed leaves had an overall higher concentration of cuticular lipids (+45%; F(2, 68) =109.29, P<0.0001) compared to shaded leaves (Figure 3B). Specifically, the higher n-alkane concentration per leaf area (+52%, F(2, 68) = 123.50, P<0.0001; Figure 4B) in sun-exposed compared to shaded leaves suggest a relation between n-alkane biosynthesis and exposure to solar radiation and low water content. This higher n-alkane concentration in sun-exposed compared to shaded leaves confirms our first hypothesis of a higher n-alkane concentration in sun-exposed over shaded leaves. Furthermore, our findings are consistent with results on the seasonal dynamic of the cuticular wax composition (Prasad and Gülz, 1990). In contrast, the results of lower (-1%; F(2, 68) = 177, P<0.0001) ACL values in sun-exposed versus shaded leaves contradict the second part of our first hypothesis (i) of greater ACL values in sun-exposed than shaded leaves (Supplementary Figures 5A, B). This result further contradicts several studies that reported a positive correlation between n-alkane chain lengths and increased temperature (Bush and McInerney, 2013; Tipple and Pagani, 2013). An explanation for the lower n-alkane ACL values in sun-exposed leaves within this study might be the faster n-alkane biosynthesis of n-C25 vs. n-C27-alkanes caused by environmental stress that results in a reduced chain-elongation (Post-Beittenmiller, 1996). This faster lipid metabolism could lead to the formation of n-alkanes with a lower chain-length as a result of incomplete enzymatic chain elongation (Leonard et al., 2004) as observed in grass species (Srivastava and Wiesenberg, 2018). Consequently, this argues for plant species specific responses of biosynthetic lipid synthesis depending on environmental stress.

4.2 Intra-seasonal trends of leaf properties over the late growing season

The intracuticular (Figure 3A) and cuticular lipid (Figure 3B) concentrations as well as the FA (Figure 4A) and n-alkane (Figure 4B) concentrations of sun-exposed leaves decreased from September onwards. At a first glance, this confirmed previous observations for n-alkanes (Sachse et al., 2009). This can indicate a progressive wax degradation (Nguyen-Tu et al., 2007) that is likely coupled to an overall reduction in wax biosynthesis as reported by Sachse et al. (2015) for oak trees. It corroborated the on-going leaf senescence evidenced by a decline in SPAD-derived chlorophyll content (Supplementary Figure 2), and N concentration (Figure 2B). This is related to a decrease in photosynthetic activity, as well as a decline in water concentration (Supplementary Figure 3) throughout the late growing season. This trend was more pronounced in sun-exposed compared with shaded leaves whose senescence started later. In contrast to sun-exposed leaves, the intracuticular and cuticular wax lipid concentration of shaded leaves increased between September and October, indicating an ongoing lipid biosynthesis. This might have been prompted by the leaf fall starting from the outermost parts of the crown, resulting in the exposure of shaded leaves to sunlight conditions during this late growing season. As reported by Giese (1975), leaves grown previously under light deficiency exhibited the same amount of cuticular wax lipids as light grown leaves after being exposed to light conditions for 24 hours. Consequently, there is a high variability in n-alkane and FA concentrations between September and October when previously shaded leaves became exposed to sunlight. Therefore, this partially contradicts our second hypothesis (ii) of a higher variability in n-alkane and FA concentrations over the late growing season in sun-exposed compared to shaded leaves.

The observed 13C-depletion of FA (-5‰) and n-alkanes (-3‰, Figures 5A–C) compared with bulk C are in agreement with results of other studies that reported a 13C depletion in lipids between 2 to 9‰ relative to bulk tissue (Ballentine et al., 1998; Hobbie and Werner, 2004). This depletion can be explained by isotope fractionation during the oxidation of pyruvate to coenzyme-A in lipid biosynthesis (DeNiro and Epstein, 1977; Collister et al., 1994). The decline in n-alkane δ 13C in all leaves towards the end of the growing season (Figure 5B) suggested an ongoing replacement of leaf wax lipids (Lockheart et al., 1997) that can be removed during abrasion (Conte et al., 2003) or other processes. Generally, we observed a significant difference (F(2, 45) = 247.39, P<0.0001) in n-alkane δ13C values between sun-exposed and shaded leaves, as sun-exposed leaves revealed higher variability of δ13C values over the entire late growing season. This can be related to changes in the photosynthetic assimilation rate in response to sun exposure (Lockheart et al., 1997). Further, this partially confirms our second hypothesis (ii) of a higher variability in n-alkane isotope composition in sun-exposed compared to shaded leaves. Surprisingly, and in contrast to bulk and n-alkane δ13C values, our results showed no significant difference (F(2, 9) = 0.23, P=0.64) between the δ13C values of FA of sun-exposed and shaded leaves (Figure 5C). Thus, the δ13C values of FA behave differently compared to bulk and n-alkanes δ13C values in all leaves, which was contrary to our expectation. Since bulk tissues as well as lipids of sun-exposed leaves typically have higher δ13C values than their shaded counterparts, the same can be expected for δ13C values of FA. As this could not be observed, this might suggest a partial decoupling of FA biosynthesis from alkane biosynthesis, as FA are precursors of a wide range of secondary metabolites (Post-Beittenmiller, 1996). However, this hypothesis could not be elucidated in the current study and therefore requires further investigation.

4.3 Ongoing lipid biosynthesis

The 13C labelling experiment followed by the subsequent assessment of the 13C-excess in bulk C, individual FA and n-alkanes provided new insights into the C and lipid renewal taking place in leaves of a mature deciduous trees. The dependency of wax lipid renewal on sun exposure could be determined by the chosen approach.

The change of the natural δ13C abundance of ~10‰ in the FA (Figure 5B) observed during the late growing season indicate a high within-individual heterogeneity and a potential rapid leaf lipid formation and replacement within the investigated beech tree. This is in good agreement with the study of Sachse et al. (2009), who found a continuous leaf wax biosynthesis in temperate forest species (Acer pseudoplantanus and Fagus sylvatica) determined by compound-specific δ2H analysis of n-alkanes. The seasonal variability in the ACL values of FA (Supplementary Figure 5A) within the late growing season, specifically in shaded leaves, further supports a de-novo biosynthesis of wax lipids. Such observations were only partially made before for wax crystals (Neinhuis et al., 2001) and n-alkanes (Tipple et al., 2013). The rapid increase of the 13C-excess of short-chain and long-chain FA (Figures 7A, B) within a few days after the short-term isotopic pulse of 2-4% further indicates substantial de-novo lipid biosynthesis within the late growing season. Furthermore, the ratio of the 13C-excess of the bulk leaves to the 13C-excess of the FA of the respective leaf suggests a larger investment of the assimilated C into FA and secondary metabolites in sun-exposed than in shaded leaves. One potential substance class that benefitted from this ongoing FA biosynthesis was potentially the cutin polymer (Kolattukudy and Walton, 1973) or plant pigments that also showed considerable changes in their composition during the same observation period for the whole tree (Petibon and Wiesenberg, 2022). As 13C excess of FA exhibited a subsequent decrease until the end of the observation period and some variability of individual sampling dates, this supports our third hypothesis (iii) of a de-novo biosynthesis of leaf wax lipids in a mature beech tree of ~200 years even within the late phase of the growing season.

In contrast to FA, the very low 13C-excess of n-alkanes suggests a minor or almost no incorporation of 13C from the labelling experiment into leaf n-alkanes during the late growing season. This difference can be explained by the fact that FA are intermediates and n-alkanes are end products within biosynthesis (Kunst and Samuels, 2003), which is why for the latter smaller changes can be expected (Wiesenberg et al., 2010). Overall, we observed minor changes in n-alkane concentration (Figure 4B), average chain length of n-alkanes (Supplementary Figure 5B), and compound-specific δ13C values of n-alkanes, which confirms ongoing biosynthesis of alkanes during the late growing season. This is in line with observations made by Sachse et al. (2009) for δ2H values of tree n-alkanes. Some previous studies on leaf n-alkane biosynthesis on Populus trichocarpa and Populus angustifolia under controlled conditions highlighted the decisive role of leaf n-alkane biosynthesis in early leaf growth stage (Kahmen et al., 2011; Tipple and Pagani, 2013). Our results argue that alkane biosynthesis continues even during late phases of the growing season, however, to a lesser extent than FA biosynthesis. Aside from the compositional changes, the variability in the 13C-excess in long-chained (n-C25 and n-C29) n-alkanes (Figures 7C and D) also support these findings. Due to the observed small changes of n-alkane composition and 13C-excess close to 0 and thus within the statistical error, it remained difficult to calculate wax renewal rates in our experiment. Therefore, follow-up experiments might gain a higher 13C-enrichment by multiple 13C-pulses or try continuous in-situ isotope labelling over several days to better trace the isotope label. However, this could not be achieved in our study, which was one of the first of its kind, where a 13CO2 pulse was applied on branches of mature trees and the isotope label was tried to follow at a molecular level, thereafter.

5 Conclusion

The leaf lipid composition in a mature (~200-year-old) beech tree was traced, aided by a 13C-pulse-chase labelling experiment in combination with compound-specific isotope analyses to investigate the late-season dynamic (August until October) of carbon uptake and renewal of leaf wax lipids in relation to sun exposure. In sun-exposed leaves, FA and n-alkane concentrations per leaf area were higher than in shaded leaves offering a better protection against UV radiation, heat and water loss. We found a continuous renewal of fatty acids within leaves and to a lesser extent n-alkanes reflected by compositional changes and 13C-excess. Consequently, the continuous renewal of wax lipids supports the hypothesis of an ongoing maintenance of the cuticular functionality and the ability of mature tree leaves to respond to changing environmental conditions even during the late growing season. Despite of compositional changes, the overall wax content tended to remain constant over time. This argues for a continuous replacement of fatty acids within the leaf and n-alkanes at the leaf surface at the expense of a simultaneous FA conversion and loss of alkanes at the leaf surface. This further suggests a continuous release of wax n-alkanes into the environment, contributing to aerosols and deposition of n-alkanes in soils and sediments throughout the whole growing season. As FA were replaced faster than alkanes, this implies that a large portion of long-chain FA are further used for the formation of other biosynthates, such as pigments or cutin polymers. The current study could successfully prove the ongoing biosynthesis of plant waxes of mature deciduous trees. However, for more systematic and more holistic study of plant physiological processes, larger branches and with a higher number of samples and sample amounts should be considered to study for more holistic study of the various plant constituents and processes.

Data availability statement

The original contributions presented in the study are included in the article/Supplementary Material. Further inquiries can be directed to the corresponding author.

Author contributions

Conceptualization: FP, GW; Project administration, Funding acquisition and Resources: GW; Supervision: FP, GW; Investigation & Data curation: TS; Methodology: FP, GW, TS; Formal Analysis & Visualization: TS; Writing – original draft: TS; Writing – review & editing: FP, GW, TS. All authors contributed to the article and approved the submitted version.

Funding

We acknowledge funding from the Swiss National Science Foundation (SNSF) under contracts 157778 and 188684 and the University Research Priority Programme (URPP) on Global Change and Biodiversity of the University of Zurich.

Acknowledgments

We want to thank Tatjana Kraut for technical support during laboratory analysis. We are also grateful to Cyrill Zosso and Nicholas E. Ofiti for their helpful advice. Further, we acknowledge funding from the Swiss National Science Foundation (SNSF) under contracts 157778 and 188684 and the University Research Priority Programme (URPP) on Global Change and Biodiversity of the University of Zurich. We also thank Hansruedi Bär from BDI gardening for the permission to use the beech tree for our experiments. We thank the two reviewers, Xue-Rong Zhou and Ian Bull for their constructive comments on the manuscript.

Conflict of interest

The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.

Publisher’s note

All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.

Supplementary material

The Supplementary Material for this article can be found online at: https://www.frontiersin.org/articles/10.3389/fpls.2022.1029026/full#supplementary-material

References

Ardenghi, N., Mulch, A., Pross, J., Niedermeyer, E. M. (2017). Leaf wax n-alkane extraction: An optimised procedure. Org. Geochem. 113, 283–292. doi: 10.1016/j.orggeochem.2017.08.012

CrossRef Full Text | Google Scholar

Bachofen, C., D’Odorico, P., Buchmann, N. (2020). Light and VPD gradients drive foliar nitrogen partitioning and photosynthesis in the canopy of European beech and silver fir. Oecologia 192, 323–339. doi: 10.1007/s00442-019-04583-x

PubMed Abstract | CrossRef Full Text | Google Scholar

Bahamonde, H. A., Gil, L., Fernández, V. (2018). Surface properties and permeability to calcium chloride of Fagus sylvatica and Quercus petraea leaves of different canopy heights. Front. Plant Sci. 9. doi: 10.3389/fpls.2018.00494

CrossRef Full Text | Google Scholar

Ballentine, D. C., Macko, S. A., Turekian, V. C. (1998). Variability of stable carbon isotopic compositions in individual fatty acids from combustion of C4 and C3plants: Implications for biomass burning. Chem. Geol. 152, 151–161. doi: 10.1016/S0009-2541(98)00103-X

CrossRef Full Text | Google Scholar

Blessing, C. H., Werner, R. A., Siegwolf, R., Buchmann, N. (2015). Allocation dynamics of recently fixed carbon in beech saplings in response to increased temperatures and drought. Tree Physiol. 35, 585–598. doi: 10.1093/treephys/tpv024

PubMed Abstract | CrossRef Full Text | Google Scholar

Bush, R. T., McInerney, F. A. (2013). Leaf wax n-alkane distributions in and across modern plants: Implications for paleoecology and chemotaxonomy. Geochim. Cosmochim. Acta 117, 161–179. doi: 10.1016/j.gca.2013.04.016

CrossRef Full Text | Google Scholar

Bussotti, F., Pollastrini, M., Holland, V., Brueggemann, W. (2015). Functional traits and adaptive capacity of European forests to climate change. Environ. Exp. Bot. 111, 91–113. doi: 10.1016/j.envexpbot.2014.11.006

CrossRef Full Text | Google Scholar

Cano, F. J., Sánchez-Gómez, D., Rodríguez-Calcerrada, J., Warren, C. R., Gil, L., Aranda, I. (2013). Effects of drought on mesophyll conductance and photosynthetic limitations at different tree canopy layers. Plant Cell Environ. 36, 1961–1980. doi: 10.1111/pce.12103

PubMed Abstract | CrossRef Full Text | Google Scholar

Castrillo, M., Vizcaíno, D., Moreno, E., Latorraca, Z. (2005). Specific leaf mass, fresh: Dry weight ratio, sugar and protein contents in species of lamiaceae from different light environments. Rev. Biol Trop. 53, 23–28. doi: 10.15517/rbt.v53i1-2.14296

PubMed Abstract | CrossRef Full Text | Google Scholar

Collister, J. W., Rieley, G., Stern, B., Eglinton, G., Fry, B. (1994). Compound-specific δ13C analyses of leaf lipids from plants with differing carbon dioxide metabolisms. Org. Geochem. 21, 619–627. doi: 10.1016/0146-6380(94)90008-6

CrossRef Full Text | Google Scholar

Conte, M. H., Weber, J. C., Carlson, P. J., Flanagan, L. B. (2003). Molecular and carbon isotopic composition of leaf wax in vegetation and aerosols in a northern prairie ecosystem. Oecologia 135, 67–77 doi: 10.1007/s00442-002-1157-4

PubMed Abstract | CrossRef Full Text | Google Scholar

DeNiro, M. J., Epstein, S. (1977). Mechanism of carbon isotope fractionation associated with lipid synthesis. Science 197, 261–263. doi: 10.1126/science.327543

PubMed Abstract | CrossRef Full Text | Google Scholar

Dodd, R. S., Poveda, M. M. (2003). Environmental gradients and population divergence contribute to variation in cuticular wax composition in Juniperus communis. Biochem. System. Ecol. 31, 1257–1270. doi: 10.1016/S0305-1978(03)00031-0

CrossRef Full Text | Google Scholar

Epron, D., Bahn, M., Derrien, D., Lattanzi, F. A., Pumpanen, J., Gessler, A., et al. (2012). Pulse-labelling trees to study carbon allocation dynamics: A review of methods, current knowledge and future prospects. Tree Physiol. 32, 776–798. doi: 10.1093/treephys/tps057

PubMed Abstract | CrossRef Full Text | Google Scholar

Forey, E., Langlois, E., Lapa, G., Korboulewsky, N., Robson, T. M., Aubert, M. (2016). Tree species richness induces strong intraspecific variability of beech (Fagus sylvatica) leaf traits and alleviates edaphic stress. Eur. J. For. Res. 135 (4), 707–717. doi: 10.1007/s10342-016-0966-7

CrossRef Full Text | Google Scholar

Giese, B. N. (1975). Effects of light and temperature on the composition of epicuticular wax of barley leaves. Phytochemistry 14, 921–929. doi: 10.1016/0031-9422(75)85160-0

CrossRef Full Text | Google Scholar

Griepentrog, M., Bodé, S., Boeckx, P., Wiesenberg, G. L. B. (2016). The fate of plant wax lipids in a model forest ecosystem under elevated CO2 concentration and increased nitrogen deposition. Org. Geochem. 98, 131–140. doi: 10.1016/j.orggeochem.2016.05.005

CrossRef Full Text | Google Scholar

Gülz, P. G., Müller, E. (1992). Seasonal variation in the composition of epicuticular waxes of Quercus robur leaves. Z. für Naturforschung C 47 (11-12), 800–806. doi: 10.1515/znc-1992-11-1204

CrossRef Full Text | Google Scholar

Hauke, V., Schreiber, L. (1998). Ontogenetic and seasonal development of wax composition and cuticular transpiration of ivy (Hedera helix l.) sun and shade leaves. Planta 207 (1), 67–75. doi: 10.1007/s004250050456

CrossRef Full Text | Google Scholar

Heinrich, S., Dippold, M. A., Werner, C., Wiesenberg, G. L. B., Kuzyakov, Y., Glaser, B. (2015). Allocation of freshly assimilated carbon into primary and secondary metabolites after in situ13C pulse labelling of Norway spruce (Picea abies). Tree Physiol. 35, 1176–1191. doi: 10.1093/treephys/tpv083

PubMed Abstract | CrossRef Full Text | Google Scholar

Hobbie, E. A., Werner, R. A. (2004). Intramolecular, compound-specific, and bulk carbon isotope patterns in C3 and C4 plants: A review and synthesis. New Phytol. 161, 371–385. doi: 10.1111/j.1469-8137.2004.00970.x

PubMed Abstract | CrossRef Full Text | Google Scholar

Huang, W., Ratkowsky, D. A., Hui, C., Wang, P., Su, J., Shi, P. (2019). Leaf fresh weight versus dry weight: Which is better for describing the scaling relationship between leaf biomass and leaf area for broad-leaved plants? Forests 10, 256. doi: 10.3390/f10030256

CrossRef Full Text | Google Scholar

Jansen, B., Wiesenberg, G. L. B. (2017). Opportunities and limitations related to the application of plant-derived lipid molecular proxies in soil science. Soil 3, 211–234. doi: 10.5194/soil-3-211-2017

CrossRef Full Text | Google Scholar

Jetter, R., Kunst, L. (2008). Plant surface lipid biosynthetic pathways and their utility for metabolic engineering of waxes and hydrocarbon biofuels. Plant J. 54, 670–683. doi: 10.1111/j.1365-313X.2008.03467.x

PubMed Abstract | CrossRef Full Text | Google Scholar

Kagawa, A., Sugimoto, A., Yamashita, K., Abe, H. (2005). Temporal photosynthetic carbon isotope signatures revealed in a tree ring through 13CO2 pulse-labelling. Plant Cell Environ. 28, 906–915. doi: 10.1111/j.1365-3040.2005.01343.x

CrossRef Full Text | Google Scholar

Kahmen, A., Dawson, T. E., Vieth, A., Sachse, D. (2011). Leaf wax n-alkane δD values are determined early in the ontogeny of Populus trichocarpa leaves when grown under controlled environmental conditions. Plant Cell Environ. 34, 1639–1651. doi: 10.1111/j.1365-3040.2011.02360.x

PubMed Abstract | CrossRef Full Text | Google Scholar

Kolattukudy, P. E., Walton, T. J. (1973). The biochemistry of plant cuticular lipids. Prog. Chem. Fats other Lipids 13, 119–175. doi: 10.1016/0079-6832(73)90006-2

CrossRef Full Text | Google Scholar

Kunst, L., Samuels, A. L. (2003). Biosynthesis and secretion of plant cuticular wax. Prog. Lipid Res. 42, 51–80. doi: 10.1016/S0163-7827(02)00045-0

PubMed Abstract | CrossRef Full Text | Google Scholar

Leonard, A. E., Pereira, S. L., Sprecher, H., Huang, ,. Y. S. (2004). Elongation of long-chain fatty acids. Prog. Lipid Res. 43, 36–54. doi: 10.1016/S0163-7827(03)00040-7

PubMed Abstract | CrossRef Full Text | Google Scholar

Lockheart, M. J., Van Bergen, P. F., Evershed, R. P. (1997). Variations in the stable carbon isotope compositions of individual lipids from the leaves of modern angiosperms: Implications for the study of higher land plant-derived sedimentary organic matter. Org. Geochem. 26, 137–153. doi: 10.1016/S0146-6380(96)00135-0

CrossRef Full Text | Google Scholar

McDowell, N. G., Allen, C. D., Anderson-Teixeira, K., Aukema, B. H., Bond-Lamberty, B., Chini, L., et al. (2020). Pervasive shifts in forest dynamics in a changing world. Science 368, eaaz9463. doi: 10.1126/science.aaz9463

PubMed Abstract | CrossRef Full Text | Google Scholar

Meier, I. C., Leuschner, C. (2008). Leaf size and leaf area index in Fagus sylvatica forests: Competing effects of precipitation, temperature, and nitrogen availability. Ecosystems 5, 665–669. doi: 10.1007/s10021-008-9135-2

CrossRef Full Text | Google Scholar

MeteoSwiss (2018a). Available at: http://www.meteoschweiz.admin.ch (Accessed 27.09.2018).

Google Scholar

MeteoSwiss (2018b). Available at: https://gate.meteoswiss.ch/idaweb (Accessed 27.09.2018).

Google Scholar

Müller, C., Riederer, M. (2005). Plant surface properties in chemical ecology. J. Chem. Ecol. 31 (11), 2621–2651. doi: 10.1007/s10886-005-7617-7

PubMed Abstract | CrossRef Full Text | Google Scholar

Neinhuis, C., Koch, K., Barthlott, W. (2001). Movement and regeneration of epicuticular waxes through plant cuticles. Planta 213, 427–434. doi: 10.1007/s004250100530

PubMed Abstract | CrossRef Full Text | Google Scholar

Nelson, D. B., Knohl, A., Sachse, D., Schefuß, E., Kahmen, A. (2017). Sources and abundances of leaf waxes in aerosols in central Europe. Geochim. Cosmochim. Acta 198, 299–314. doi: 10.1016/j.gca.2016.11.018

CrossRef Full Text | Google Scholar

Nguyen-Tu, T. T., Egasse, C., Zeller, B., Derenne, S. (2007). Chemotaxonomical investigations of fossil and extant beeches. i. leaf lipids from the extant Fagus sylvatica l. Comptes Rendus Palevol 6 (6-7), 451–461. doi: 10.1016/j.crpv.2007.09.005

CrossRef Full Text | Google Scholar

Petibon, F., Wiesenberg, G. L. (2022). Characterization of complex photosynthetic pigment profiles in European deciduous tree leaves by sequential extraction and reversed-phase high-performance liquid chromatography. Front. Plant Sci. 13. doi: 10.3389/fpls.2022.957606

PubMed Abstract | CrossRef Full Text | Google Scholar

Pilegaard, K., Mikkelsen, T. N., Beier, C., Jensen, N. O., Ambus, P., Ro-Poulsen, H. (2003). Field measurements of atmosphere-biosphere interactions in a Danish beech forest. Boreal Environ. Res. 8 (4), 315–334.

Google Scholar

Post-Beittenmiller, D. (1996). Biochemistry and molecular biology of wax production in plants. Annu. Rev. Plant Biol. 47 (1), 405–430. doi: 10.1146/annurev.arplant.47.1.405

CrossRef Full Text | Google Scholar

Prasad, R. B. N., Gülz, P. G. (1990). Developmental and seasonal variations in the epicuticular waxes of beech leaves (Fagus sylvatica l.). Z. für Naturforschung C 45, 805–812. doi: 10.1515/znc-1990-7-810

CrossRef Full Text | Google Scholar

R Core Team (2020). R: A language and environment for statistical computing (Vienna, Austria: R Foundation for Statistical Computing). Available at: https://www.R-project.org/.

Google Scholar

Sachse, D., Dawson, T. E., Kahmen, A. (2015). Seasonal variation of leaf wax n-alkane production and δ2H values from the evergreen oak tree, Quercus agrifolia. Isot. Environ. Health Stud. 51, 124–142. doi: 10.1080/10256016.2015.1011636

CrossRef Full Text | Google Scholar

Sachse, D., Kahmen, ,. A., Gleixner, G. (2009). Significant seasonal variation in the hydrogen isotopic composition of leaf-wax lipids for two deciduous tree ecosystems (Fagus sylvatica and Acer pseudoplatanus). Org. Geochem. 40, 732–742. doi: 10.1016/j.orggeochem.2009.02.008

CrossRef Full Text | Google Scholar

Samuels, L., Kunst, L., Jetter, R. (2008). Sealing plant surfaces: Cuticular wax formation by epidermal cells. Annu. Rev. Plant Biol. 59, 683–707. doi: 10.1146/annurev.arplant.59.103006.093219

PubMed Abstract | CrossRef Full Text | Google Scholar

Schleser, G. H. (1990). Investigations of the δ13C pattern in leaves of Fagus sylvatica l. J. Exp. Bot. 41, 565–572. doi: 10.1093/jxb/41.5.565

CrossRef Full Text | Google Scholar

Shepherd, T., Griffiths, D. W. (2006). The effects of stress on plant cuticular waxes. New Phytol. 171, 469–499. doi: 10.1111/j.1469-8137.2006.01826.x

PubMed Abstract | CrossRef Full Text | Google Scholar

Srivastava, K., Jentsch, A., Kreyling, J., Glaser, B., Wiesenberg, G. L. B. (2018). Short-term carbon dynamics in a temperate grassland and heathland ecosystem exposed to 104 days of drought followed by irrigation. Isot. Environ. Health Stud. 54, 41–62. doi: 10.1080/10256016.2017.1371714

CrossRef Full Text | Google Scholar

Srivastava, K., Wiesenberg, G. L. B. (2018). Severe drought-influenced composition and δ13C of plant and soil n-alkanes in model temperate grassland and heathland ecosystems. Org. Geochem. 116, 77–89. doi: 10.1016/j.orggeochem.2017.11.002

CrossRef Full Text | Google Scholar

Tipple, B. J., Berke, M. A., Doman, C. E., Khachaturyan, S., Ehleringer, J. R. (2013). Leaf-wax n-alkanes record the plant-water environment at leaf flush. Proc. Natl. Acad. Sci. 110, 2659–2664. doi: 10.1073/pnas.1213875110

CrossRef Full Text | Google Scholar

Tipple, B. J., Pagani, M. (2013). Environmental control on eastern broadleaf forest species’ leaf wax distributions and D/H ratios. Geochim. Cosmochim. Acta 111, 64–77. doi: 10.1016/j.gca.2012.10.042

CrossRef Full Text | Google Scholar

Uddling, J., Gelang-Alfredsson, J., Piiki, K., Pleijel, H. (2007). Evaluating the relationship between leaf chlorophyll concentration and SPAD-502 chlorophyll meter readings. Photosynth. Res. 91, 37–46. doi: 10.1007/s11120-006-9077-5

PubMed Abstract | CrossRef Full Text | Google Scholar

Van Wittenberghe, S., Adriaenssens, S., Staelens, J., Verheyen, K., Samson, R. (2012). Variability of stomatal conductance, leaf anatomy, and seasonal leaf wettability of young and adult European beech leaves along a vertical canopy gradient. Trees 26, 1427–1438. doi: 10.1007/s00468-012-0714-7

CrossRef Full Text | Google Scholar

Vega, C., González, G., Bahamonde, H. A., Valbuena-Carabaña, M., Gil, L., Fernández, V. (2020). Effect of irradiation and canopy position on anatomical and physiological features of Fagus sylvatica and Quercus petraea leaves. Plant Physiol. Biochem. 152, 232–242. doi: 10.1016/j.plaphy.2020.05.007

PubMed Abstract | CrossRef Full Text | Google Scholar

Walthert, L., Ganthaler, A., Mayr, S., Saurer, ,. M., Waldner, P., Walser, M., et al. (2021). From the comfort zone to crown dieback: Sequence of physiological stress thresholds in mature European beech trees across progressive drought. Sci. Total Environ. 753, 141792. doi: 10.1016/j.scitotenv.2020.141792

PubMed Abstract | CrossRef Full Text | Google Scholar

Wiesenberg, G. L. B., Gocke, M. I. (2017). “Analysis of lipids and polycyclic aromatic hydrocarbons as indicator of past and present (micro-) biological activity,” in Hydrocarbon and lipid microbiology protocols – petroleum, hydrocarbon and lipid analysis. Eds. McGenity, ,. T. J., N., ,. T. K., Nogales Fernández, ,. B. (Berlin, Heidelberg: Springer), 61–91. doi: 10.1007/8623_2015_157

CrossRef Full Text | Google Scholar

Wiesenberg, G. L. B., Gocke, M., Kuzyakov, Y. (2010). Optimization of 14C liquid scintillation counting of plant and soil lipids to trace short term formation, translocation and degradation of lipids. J. Radioanalyt. Nucl. Chem. 284, 99–108. doi: 10.1007/s10967-010-0450-7

CrossRef Full Text | Google Scholar

Zohner, C. M., Renner, S. S. (2019). Ongoing seasonally uneven climate warming leads to earlier autumn growth cessation in deciduous trees. Oecologia 189, 549–561. doi: 10.1007/s00442-019-04339-7

PubMed Abstract | CrossRef Full Text | Google Scholar

Keywords: cuticular leaf waxes, fatty acids, n-alkanes, Fagus sylvatica, 13CO2 labelling, compound-specific isotope analysis (CSIA)

Citation: Speckert TC, Petibon F and Wiesenberg GLB (2023) Late-season biosynthesis of leaf fatty acids and n-alkanes of a mature beech (Fagus sylvatica) tree traced via 13CO2 pulse-chase labelling and compound-specific isotope analysis. Front. Plant Sci. 13:1029026. doi: 10.3389/fpls.2022.1029026

Received: 26 August 2022; Accepted: 02 December 2022;
Published: 06 January 2023.

Edited by:

Totte Niittylä, Swedish University of Agricultural Sciences, Sweden

Reviewed by:

Xue-Rong Zhou, Commonwealth Scientific and Industrial Research Organisation (CSIRO), Australia
Ian Bull, University of Bristol, United Kingdom

Copyright © 2023 Speckert, Petibon and Wiesenberg. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.

*Correspondence: Tatjana C. Speckert, tatjanacarina.speckert@geo.uzh.ch

Disclaimer: All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article or claim that may be made by its manufacturer is not guaranteed or endorsed by the publisher.