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Impact of high phosphorous and sodium on productivity and stress tolerance of Arundo donax plants

View ORCID ProfileClaudia Cocozza, View ORCID ProfileFederico Brilli, View ORCID ProfileLaura Miozzi, Sara Pignattelli, View ORCID ProfileSilvia Rotunno, View ORCID ProfileCecilia Brunetti, View ORCID ProfileCristiana Giordano, View ORCID ProfileSusanna Pollastri, View ORCID ProfileMauro Centritto, View ORCID ProfileGian Paolo Accotto, View ORCID ProfileRoberto Tognetti, View ORCID ProfileFrancesco Loreto
doi: https://doi.org/10.1101/477810
Claudia Cocozza
1National Research Council of Italy, Institute for the Sustainable Plant Protection (CNR - IPSP), Via Madonna del Piano 10, 50019 Sesto Fiorentino, Italy
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Federico Brilli
1National Research Council of Italy, Institute for the Sustainable Plant Protection (CNR - IPSP), Via Madonna del Piano 10, 50019 Sesto Fiorentino, Italy
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Laura Miozzi
2National Research Council of Italy, Institute for the Sustainable Plant Protection (CNR - IPSP), Strada delle Cacce 73, 10135 Torino, Italy
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Sara Pignattelli
1National Research Council of Italy, Institute for the Sustainable Plant Protection (CNR - IPSP), Via Madonna del Piano 10, 50019 Sesto Fiorentino, Italy
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Silvia Rotunno
3Department of Biosciences and Territory, University of Molise, contrada Fonte Lappone, 86090 Pesche, Italy
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Cecilia Brunetti
4National Research Council of Italy, Trees and Timber Institute (CNR - IVALSA), Via Madonna del Piano 10, 50019 Sesto Fiorentino, Italy,
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Cristiana Giordano
4National Research Council of Italy, Trees and Timber Institute (CNR - IVALSA), Via Madonna del Piano 10, 50019 Sesto Fiorentino, Italy,
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Susanna Pollastri
1National Research Council of Italy, Institute for the Sustainable Plant Protection (CNR - IPSP), Via Madonna del Piano 10, 50019 Sesto Fiorentino, Italy
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Mauro Centritto
4National Research Council of Italy, Trees and Timber Institute (CNR - IVALSA), Via Madonna del Piano 10, 50019 Sesto Fiorentino, Italy,
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Gian Paolo Accotto
2National Research Council of Italy, Institute for the Sustainable Plant Protection (CNR - IPSP), Strada delle Cacce 73, 10135 Torino, Italy
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Roberto Tognetti
6Department of Agriculture, Environment and Food Sciences, University of Molise, Via Francesco De Sanctis, 86100 Campobasso, Italy
7The EFI Project Centre on Mountain Forests (MOUNTFOR), Edmund Mach Foundation, 38010 San Michele all’Adige, Italy
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Francesco Loreto
8National Research Council of Italy, Department of Biology, Agriculture, and Food Sciences, Piazzale Aldo Moro 7, Roma, Italy
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Abstract

Arundo donax L. is an invasive species recently employed for biomass production that emits large amounts of isoprene, a volatile compound having important defensive role. Here, the potential of A. donax to grow in degraded soils, characterized by poor fertility, eutrophication and/or salinization, has been evaluated at morphological, biochemical and transcriptional level. Our results highlight sensitivity of A. donax to P deficiency. Moreover, we show that A. donax response to salt stress (high sodium, Na+), which impaired plant performance causing detrimental effects on leaf cells ultrastructure, is characterized by enhanced biosynthesis of antioxidant carotenoids and sucrose. Differently from Na+, high phosphorous (P) supply did not hamper photosynthesis although it affected carbon metabolism through reduction of starch content and by lowering isoprene emission. In particular, we revealed on salt-stress leaves that high P enhanced the expression of genes involved in abiotic stress tolerance, but further increased diffusive limitations to photosynthesis and slowed-down sugar turnover without modifying isoprene emission. Therefore, despite limiting productivity, high P improved A. donax tolerance to salinity by favouring the accumulation of carbohydrates that protect cells and increase osmotic potential, and by stimulating the synthesis of antioxidants that improves photo-protection and avoids excessive accumulation of reactive oxygen species.

Highlights Arundo donax is sensitive to elevated salinity. High phosphorous supply to salt-stressed A. donax enhances transcriptomic changesthat induce the onset of physiological mechanisms of stress tolerance but limits productivity.

Introduction

Phosphorus (P) is an essential element for many key enzymes and intermediates of plants photosynthetic CO2 assimilation and sugar biosynthesis (Beck and Ziegler, 1989). Phosphorous regulates energy storage reactions and maintains structural integrity of cellular membranes (Marschner, 1995). Phosphorous concentration is tightly regulated within the cells because changes in its availability can seriously impair plant physiological processes and structure (Shen et al., 2011). On one hand, P deficiency affects the overall plant metabolism (Hernández et al., 2007) reducing growth (Chiera et al., 2002) and hampering the ability to reproduce and adapt to different environments (Wassen et al., 2005). On the other hand, P surplus decreases plant performances by inhibiting the biosynthesis of starch (Fredeen et al., 1989) and other secondary metabolites (e.g. isoprenoids, Fernández-Martínez et al., 2017, Fares et al., 2008), and lowers nitrate assimilation in the roots (Rufty et al., 1990).

Intensive exploitation of phosphate rock reserves for fertilization purposes may lead to their depletion by the end of this century (Cordell et al., 2009). However, marginal lands, where high amounts of P are associated with salinity, are not suitable for agriculture. It is well-know that salinity impairs plant performance and productivity (Munns and Tester, 2008). In particular, exposure to high sodium (Na+) concentration in soil increases diffusive (Centritto et al., 2003) and biochemical limitations to photosynthetic CO2 assimilation (Chaves et al., 2009), decreases water transpiration rates, modifies the biosynthesis of both soluble sugars (Dubey and Singh, 1999) and starch (Parida et al., 2002), and reduces pigments content in leaves (Kalaji et al., 2011). Moreover, excess of Na+ impairs root nutrient uptake by altering the trans-membrane transport of ions that leads to loss of turgor of plant cells and to further membrane damage following the formation of reactive oxygen species (ROS) (Sobhanian et al., 2011).

Arundo donax L., the giant reed, is a non-food perennial rhizomatous invasive grass species belonging to Poaceae family (Pilu et al., 2012). A. donax is one of the most efficient C3 plant species, able to colonize a wide spectrum of habitats worldwide, from very wet loam to relatively dry sandy soils (Webster et al., 2016). A. donax displays a high photosynthetic rate and a fast-growing habit that make its cultivation suitable for biomass and bioenergy production (Webster et al., 2016; Sánchez et al., 2016). In addition, the tolerance to abiotic stress of A. donax has been already demonstrated across a range of stressful conditions, thus allowing the exploitation of degraded and marginal lands with A. donax crops (Calheiros et al., 2012; Nackley and Kim, 2015). In fact, A. donax is able to maintain a high leaf-level photosynthesis and biomass gain under drought (Haworth et al., 2017b) and salinity (Nackley and Kim, 2015). In particular, efficient stomata regulation in A. donax is induced by increase in leaf ABA content in response to drought (Haworth et al., 2018). Moreover, A. donax is able to adjust the xylem vessel size to regulate the vulnerability to embolism under water deficit conditions (Haworth et al., 2017c). Recently, it has been shown that symbiosis with arbuscular mycorrhiza increases A. donax performance to salinity, through proline accumulation and isoprene formation (Pollastri et al., 2018).

A. donax leaves constitutively produce a large amount of isoprene (Velikova et al., 2016), which is known to be involved in mechanisms of protection against abiotic (Vickers et al., 2009) and biotic stresses (Loivamäki et al., 2008). However, there is no clear pattern in isoprene emission in response to abiotic stress in reeds, as isoprene emission increased in A. donax following drought (Haworth et al., 2017a), decreased in Phragmites australis (the common reed, and a close relative of Arundo) plants exposed to high P concentrations (Fares et al., 2006), and was unaltered in salt-stressed A. donax (Pollastri et al., 2018).

In this study, A. donax plants grew under controlled laboratory conditions by providing a nutrient solution deprived of P, or enriched with a high concentration of P also in combination with high concentrations of sodium chloride (NaCl). Our investigation aimed at: a) characterizing the response of A. donax plants to P availability, both under P-deficiency and supply of high P concentration; b) testing the performance of A. donax under multiple (abiotic) stresses, such as a simultaneous excess of P and Na+. To this purpose, we used an integrated approach, combining physiological and biochemical measurements with transcriptomic analysis. Leaf and root transcriptomes of A. donax have been recently explored only in healthy plants (Sablok et al., 2014) and in plants exposed to drought stress (Fu et al., 2016; Evangelistella et al., 2017). Understanding, at molecular level, the response of A. donax to combined P and Na+ stress is crucial for implementing adaptation strategies in order to achieve high biomass yield and productivity in marginal areas for agriculture.

Materials and methods

Plant material, growth conditions, supply of P and Na+

A. donax plants were propagated from rhizomes of plants collected in Sesto Fiorentino (Italy). Rhizomes were kept in tap water for one day (d) and then planted in 6 dm3 pots containing quartz sand. All potted plants were then grown in a climatic chamber under controlled environmental conditions (temperature ranging between 24°C and 26°C; relative air humidity ranging between 40% and 60%; photosynthetic photon flux density (PPFD) of 700 μmol m-2 s-1 for 14 h per d), and were regularly watered twice a week with half strength Hoagland solution (Hoagland and Arnon, 1950) for two months before beginning the experiment.

The experiment was performed by applying five different nutrient conditions: 1) Hoagland solution (C); 2) Hoagland solution deprived of phosphorous (−P); Hoagland solution complemented with 8.0 mM KH2PO4 (+P); Hoagland solution complemented with 200 mM NaCl (+Na); and Hoagland solution complemented with both 200 mM NaCl and 8.0 mM KH2PO4 (+NaP). All different solutions were supplied twice a week during the whole duration of the experiment (43 days).

Biometrical traits, leaf determination of C, N, P and Na+

Biometrical traits (leaf number and culm length) were measured weekly. The relative water content (RWC) of leaves was determined on the second fully expanded leaf at the end of the treatment. Fresh weight (FW) was immediately determined following leaf collection. The same leaf was then immersed into water for 24 h before measuring the turgid weight (TW). Finally, the leaf was oven dried at 80°C for 48 h before measuring the dry weight (DW). RWC was calculated by using the formula: Embedded Image

Total C and total N concentrations (%) were quantified at the end of the treatment with a Carlo Erba NA 1500 CNS Analyzer (Milan, Italy) through the chromatographic column by a thermal conductivity detector. Na+ and P concentrations were determined at the end of the treatment. Na+ concentration was measured by flame atomic absorption spectrometry (Analyst 200, Perkin Elmer), and P concentration was measured by inductively coupled plasma atomic emission spectrometry (ICP-AES; iCAP 6500 Duo; ThermoFisher, Dreieich, Germany), employing appropriate quality standard controls (Sreenivasulu et al., 2017).

CO2/H2O gas exchange, fluorescence and isoprene measurements

Gas exchange of CO2 and H2O and fluorescence measurements were performed at the end of the treatment by using a portable gas exchange system equipped with a fluorometer (Li-Cor 6400, Li-Cor Biosciences Inc., NE, USA). The third (from the shoot apex) fully expanded leaf of A. donax was clamped in the 2 cm2 Li-Cor cuvette and exposed to a saturating PPFD of 1000 μmol m-2 s-1, CO2 concentration of 400 ppm, temperature of 30°C and relative humidity (RH) ranging between 45 and 50%. Photosynthesis (A), stomatal conductance (gs) and internal CO2 concentration (Ci) were calculated using the formulations of von Caemmerer and Farqhuar (1981) 10 min after reaching steady-state conditions. The linear electron transport rate (ETR) was calculated from fluorescence measurements of PSII efficiency, according to Genty et al. (1989).

Photosynthesis under low O2 conditions was measured reducing the air O2 concentration from 21% to 2%. We used a nitrogen cylinder connected with a mass flow controller (Rivoira, Italy) that precisely enriched the concentration of N2 in the air entering the LI-Cor 6400 from 89 to 99%, while CO2 concentration was maintained steady at 400 ppm. The O2 inhibition of photosynthesis was calculated from the A values measured at 21% and at 2% of O2 (v/v) using the following formula (Zhang et al., 2017): Embedded Image

Isoprene emitted by leaves was collected at the end of the treatment after concentrating 3 L of the air exiting from the cuvette in a cartridge filled with 30 mg of Tenax and 30 mg of Carboxen (Gerstel, Mülheim an der Ruhr, Germany). A pump (Elite 5; A.P. Buck, Orlando, FL, USA) set at 200 ml min−1 rate was used to fill cartridges with the same volume of air without contamination from air that did not pass through the cuvette. All cartridges were stored at 4°C before being analysed through thermo-desorption followed by gas chromatograph-electro impact mass spectrometry (7890 GC – 5975 MSD 8 Agilent Tech, Santa Clara, CA, USA), as reported in Pollastri et al. (2018). Isoprene was identified by using the NIST 11.L 08 library spectral database and quantified with an isoprene gas standard (99.9%, Sigma-Aldrich) prepared in the laboratory.

During isoprene collection, a charcoal filter (Supelco, Bellafonte, USA) was placed ahead of the Li-Cor 6400 in order to remove all volatile organic compounds (including isoprene) from ambient air before reaching the gas exchange cuvette. Isoprene background was measured every day before starting the measurements by collecting 3 L of air the air exiting the empty cuvette.

RNA sequencing

The first leaf was collected at the end of the treatment for RNA extraction and stored at - 80°C. RNA extraction was done with TRIzol® Reagent (Ambion). RNA concentrations and quality were determined with NanoDrop spectrophotometer (Thermo Scientific, Wilmington, USA) and Agilent 2100 Bioanalyzer (Agilent, Santa Clara, CA). According to RNA quality and quantity, three out of four samples for each treatment were chosen for RNA sequencing and sent to the HuGeF sequencing service (http://www.hugef-torino.org, Human Genetics Foundation, Turin, Italy). A total of 15 paired-end libraries (2×75bp) were constructed using the TruSeq RNA library Prep Kit v2 (Illumina, San Diego, CA) with poly-A enrichment and sequenced on Illumina NextSeq 500. Raw data have been deposited in the Sequence Read Archive (https://www.ncbi.nlm.nih.gov/sra) with SRA accession SRP145569. Assessment of read quality metrics was carried out with FastQC software (http://www.bioinformatics.babraham.ac.uk/projects/fastqc/ version 0.11.3). Quality filtering, adapter cutting and trimming were carried out with Trimmomatic (version 0.33) (Bolger et al., 2014), which can handle fastqc paired-end synchronization. After Illumina adapters clipping, the first 12 bases were trimmed due to sequencing biases (Hansen et al. 2010), leading and trailing low quality (below 3) or N bases and reads with low average quality (15) in a 4-bases scan were removed. Finally, reads less than 36 bases long after these steps were dropped.

Trinity software (version 2.0.6) was used for transcripts reconstruction. Contigs less than 200 bp and with coverage less than 5 were discarded (Haas et al. 2013). Transcripts redundancy was reduced with CD-HIT software (version 4.6.6), using a word size of 10 and 95% identity (Li and Godzik, 2006). Trinity software was able to assemble a total of 184,849 transcripts (Table S1). After removing redundancy, we obtained a total of 120,553 transcripts. The quality of our reconstructed transcriptome was tested mapping each paired-end library against it; the percentage of reads mapping back to transcriptome (RMBT) were between 78.66% and 89.87%, perfectly concordant with the expected percentage for RNA-seq experiment. In fact, because of the lack of a reference genome, the percentage of multimapping appears greater then single mapping (Table S2). Based on these results, the assembled transcriptome was considered reliable as reference for differential expression analysis.

Identification of differentially expressed genes (DEGs), functional annotation and enrichment analysis

Reads from each of the 15 libraries were mapped against our reference transcriptome and quantified using RSEM (version 1.3.0) (Li and Dewey, 2011). The quantification was obtained as fragment per kb of exon per million fragments mapped (FPKM). In order to identify the differentially expressed genes, Trinity provided scripts based on the R package edgeR (R version 3.3.2; edgeR version 3.16.5) were used. Pairwise comparisons were made to highlight different expression in different conditions. Genes with a false discovery rate cutoff of 0.05 (5% FDR) were considered as differentially expressed.

To annotate the genes, blastx searches were performed against NCBI non-redundant database with an e-value cut-off of 1e-3. Blastx results, saved as xml files, were loaded into Blast2GO tool (version 4.1; database Germany, DE3, version b2g_jan17) (Conesa and Götz, 2008), and mapping, annotation and InterPro scanning were performed. To associate annotations obtained with Blast2GO to DEGs, the R package Annotation Tools (version 1.44.0) was used (Kuhn et al., 2008). GO enrichment analysis of DEGs was performed on Blast2GO applying Fisher’s Exact Test with a FDR of 0.05. Pathways enrichment analysis of DEGs was carried out with KOBAS tool (v3.0) (Xie et al., 2011) using Oryza sativa var. japonica as reference. Pathways were visualized with KEGG Mapper, a collection of tools for KEGG mapping (Kanehisa et al., 2016).

Quantification of metabolites

Soluble carbohydrates were identified and quantified by HPLC-RI analysis at the end of the treatment following the protocol of Tattini et al. (1996). Starch was quantified as reported in Chow and Landhäusser (2004) on the pellet resulting from ethanol extraction for the analysis of soluble carbohydrates. Glucose was quantified through peroxidase-glucose oxidase/o-dianisidine reagent (Sigma-Aldrich, Milano, Italy), reading the absorbance at 525 nm after the addition of sulfuric acid.

Hydrogen peroxide was measured spectrophotometrically at the end of the treatment after reaction with KI, according to a slightly modified method (Alexieva et al., 2001). A modification of the Sedlak and Lindsay (1968) method was used for the glutathione (GSH) determination at the end of the treatment. Individual carotenoids were identified and quantified at the end of the treatment as reported in García-Plazaola and Becerril (1999). Phenylpropanoids were extracted and purified at the end of the treatment following the protocol of Tattini et al. (2004). Abscisic acid (ABA) was extracted and quantified at the end of the treatment using the protocol of López-Carbonell et al. (2009).

Hydrogen peroxide (H2O2) localization and leaf ultrastructure by Transmission Electron Microscopy (TEM)

Hydrogen peroxide localization in leaves was estimated cytochemically via determination of cerium perhydroxyde upon reaction of cerium chloride (CeCl3) with endogenous H2O2, following the protocols of Bestwick et al. (1997) and Ranieri et al. (2003). At the end of the treatment, portion of approximately 0.15 mm2 were sampled in the center of the leaf blade and then infiltrated (under vacuum) with 5 mM CeCl3 in 50 mM 3-(N-morpholino)-propane sulfonic acid (pH 7.2). The CeCl3-treated and control leaf samples (without CeCl3-staining) were then fixed in 2.5% glutaraldehyde, in 0.2 M phosphate buffer (pH 7.2) for 1 h, and washed twice with the same buffer, prior of post-fixing with 2% osmium tetroxide in phosphate buffer (pH 7.2). Leaves were dehydrated in a graded ethanol series (30, 40, 50, 70, 90 and 100%), and gradually embedded in Spurr Resin (Sigma Aldrich). Ultrathin sections were obtained on an LKB IV ultramicrotome, mounted on Formvar coated copper grids, stained with UranylessEm Stain (Electron Microscopy Science) and lead citrate, and examined by using Philips CM12 transmission electron microscope (Philips, Eindhoven, The Netherlands) operating at 80 kV.

Statistical analyses

Analysis of variance (ANOVA) was applied to test the effect of Na+ and P supply in A. donax plants. LSD post-hoc test was applied to assess significantly different means among treatments (P < 0.05 level).

RESULTS

Plant biometrics, gas exchange, chlorophyll fluorescence measurements and isoprene emission

At the end of the experiment, P concentration doubled in +P leaves, but did not decrease significantly in –P leaves, as compared to control (Table 1). In leaves of +Na plants, sodium (Na+) was two orders of magnitude higher than in control. When Na+ and P were both provided in excess (+NaP), an increase of Na+ and a slightly reduced accumulation of P, in comparison to leaves of +Na and +P plants, respectively, was observed.

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Table 1.

Plant biometrical traits (culm length and leaf number), relative water content (RWC), carbon, nitrogen (N), sodium (Na) and phosphorous (P) contents in leaves of Arundo donax plants in control conditions (C), without phosphorous supply (−P), with excess supply of phosphorous (+P) or sodium chloride (+Na), and with excess supply of both phosphorous and sodium chloride (+NaP). Data are means of 4 plants per treatment ± SE; different letters indicate statistical difference at P < 0.05 in the same column.

Excess supply of Na+ reduced culm length, number of leaves, leaf RWC, and leaf carbon content with respect to control (Table 1). P starvation reduced culm height, leaf number and nitrogen concentration, while P excess did not significantly affect any of the investigated parameters. However, in +NaP plants, culm length, number of leaves, leaf RWC and carbon content decreased to the same extent as in the +Na plants, with respect to control (Table 1).

Photosynthesis of A. donax decreased in –P, whereas it was similar to control in +P plants (Table 2). Photosynthesis was inhibited in +Na plants with respect to control, and the effect was even stronger in +NaP plants. In both +Na and +NaP plants, photosynthesis reduction was associated to reduced gs, Ci, and ETR, compared to control (Table 2). Isoprene emission from A. donax leaves was not affected by lack of P but was inhibited in +P plants, in comparison to control (Table 2). Isoprene emission was slight, but non statistically significant, stimulated by the +Na and +NaP treatments. (Table 2).

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Table 2.

Photosynthesis (A), O2 inhibition of photosynthesis (%), stomatal conductance (gs), internal CO2 concentrations (Ci) electron transport rate (ETR), isoprene emission of Arundo donax plants in control (C) conditions, without phosphorous supply (−P), with excess supply of phosphorous (+P) or sodium chloride (+Na), and with excess supply of both phosphorous and sodium chloride (+NaP). Data are means of 4 plants per treatment ± SE; different letters indicate statistical difference at P < 0.05 in the same column.

Analysis of differentially expressed genes (DEGs)

Exposure to high P concentration induced differences in the expression of a higher number of genes in A. donax leaves with respect to P starvation (Fig. 1, Table 3). The excess supply of P caused the differential expression of a similar number of up- and down-regulated genes, while the –P treatment mainly induced gene down-regulation. High concentration of Na+ had a higher impact on the total amount of DEGs (Fig. 1, Table 3), resulting in a higher extent of down-regulated genes with respect to high P treatment (Fig. 2). However, the number of DEGs increased 10-fold in +NaP treated plants (Fig. 1, Table 3) indicating, at molecular level, a higher response of A. donax to the combined (Na+ and P) than to the singularly applied treatments (Fig. 1, Fig. 2, Table 3). The complete list of DEGs is reported in Table S3.

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Table 3.

Number of differentially expressed genes (DEGs) at 5% FDR; (−P) low phosphorous, (+P) excess of phosphorous, (+Na) excess of sodium chloride, (+NaP) excess of both phosphorous and sodium chloride, (C) control condition.

Figure 1.
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Figure 1.

Venn diagram of differentially expressed genes (FDR<0.05) in Arundo donax plants without phosphorous supply (−P), with excess supply of phosphorous (+P) or sodium chloride (+Na), and with an excess supply of both phosphorous and sodium chloride (+NaP) with respect to control condition.

Figure 2.
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Figure 2.

Volcano plots showing the entity of differentially expressed genes (DEGs) in Arundo donax plants without phosphorous supply (a: −P), with excess supply of phosphorous (b: +P) or sodium chloride (c: +Na), and with an excess supply of both phosphorous and sodium chloride (d: +NaP) with respect to control conditions. The log2-fold change (logFC) for each gene is plotted against log10-fold Fold Discovery Rate (logFDR). Significantly DEGs at 5% FDR are highlighted in grey.

In order to functionally inspect the overall DEGs and identify the major biological processes affected by the different supply of P and Na+, the transcriptome of A. donax leaves was annotated by mean of Gene Ontology (GO). More than half of the transcripts were annotated to at least one GO term (Fig. S1) and the first ten top-hit species found through the blastx search belonged to the Poaceae family (Fig. S2), indicating the reliability of the obtained GO annotation.

As a result of the GO category enrichment analysis (considering a p-value threshold of 0.05), only one functional category (‘catalytic activities’) was significantly over-represented in –P. Whereas, the over-represented categories were 33 (especially ‘metabolic processes’ and ‘localization and transport’) in +P, 38 (especially ‘metabolic and biosynthetic processes’ involving ‘protein binding’, ‘translocation and transportation’, as well as ‘catalytic activities’ and ‘biological processes of the extracellular region’) in +Na, and 139 (especially ‘cellular, metabolic and biosynthetic processes of macromolecules and organic compounds’ and ‘binding activities’, also involving the ‘development of anatomical structure’ and the ‘organization of cellular (and intercellular) parts and organelles’, as well as ‘changes in the extracellular region’) in +NaP plants. A complete overview of all the over-represented functional categories is shown in Table S4.

Quantification of soluble carbohydrates and starch, photosynthetic pigments, abscisic acid (ABA), hydrogen peroxide (H2O2), glutathione (GSH) and caffeic acid derivative

Carbohydrate biosynthesis was impaired by different supply of P. However, a reduction of starch content was found in +P leaves, while in –P leaves the content of sucrose, fructose and non-structural carbohydrates was reduced compared to control (Table 4). DEG analysis showed that genes coding for ADP-glucose pyrophosphorylase, soluble acid invertases and a sucrose-phosphate synthase, involved in starch and sucrose metabolism pathway, were down-regulated in both treatments (Table S5). On the opposite, in +Na leaves the content of sucrose doubled compared to control, and +NaP treatment further increased the sucrose content and enhanced two-fold the contents of glucose, fructose, non-structural carbohydrates and starch, compared to control (Table 4). Moreover, pathway analysis on +NaP plants revealed an up-regulation of genes coding for enzymes involved in fructose and glucose synthesis (Table S5, Fig. S3B).

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Table 4.

Carbohydrates and starch content in leaves of Arundo donax plants in control conditions (C), without phosphorous supply (−P), with excess supply of phosphorous (+P) or sodium chloride (+Na), and with an excess supply of both phosphorous and sodium chloride (+NaP). Data are means of 4 plants per treatment ± SE; different letters indicate statistical difference at P < 0.05 in the same column.

In +Na and +NaP leaves, leaf ABA content increased two-fold with respect to control (Fig. 3C). In these same leaves, molecular analysis showed a down-regulation of the gene coding for the ABA 8-hydroxylase 3, a key enzyme in ABA catabolism (Table S3). However, three ABA stress-ripening coding genes, involved in response to abiotic stress, were induced in +NaP plants (Table S3).

Figure 3.
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Figure 3.

Hydrogen peroxide (H2O2) (A), glutathione (GSH) (B), abscisic acid (ABA) (C), caffeic acid derivative (D), zeaxanthin (E) and β-carotene (F) contents of A. donax plants in control (C) conditions, without phosphorous supply (−P), with excess supply of phosphorous (+P) or of sodium chloride (+Na), and with an excess supply of both phosphorous and sodium chloride (+NaP). Data are means of 4 plants per treatment ± SE; different letters indicate statistical difference at P < 0.05.

Hydrogen peroxide (H2O2) and glutathione (GSH) highly accumulated in +NaP plants with respect to all the other treatments (Fig. 3A, B). Consistent with these observations, genes involved in the glutathione metabolism were more up-regulated in +NaP leaves than in +P leaves (Fig. S3E, Fig. S3F).

The content of flavonoids was significantly enhanced in +NaP leaves, while the other treatments caused only a moderate increase of these secondary metabolites, with respect to control (Fig. 3). The pathway of flavonoids biosynthesis was significantly perturbed in +NaP plants. Indeed, genes like flavonol synthase, trans-cinnamate 4-monooxygenase, flavonoid 3′-monooxygenase and chalcone synthase were up-regulated in +NaP plants with respect to control (Fig. S3C, Fig. S3D).

Zeaxanthin and β-carotene were enhanced in +Na leaves with respect to control, whereas zeaxanthin and acid caffeic derivatives were further stimulated in +NaP plants (Fig. 3C, D, E, F). Although there was no differential regulation in genes involved in zeaxanthin and β-carotene synthesis in +Na leaves, a down-regulation of lycopene β-cyclase and phytoene synthase, genes responsible for β-carotene synthesis was measured in +NaP plants (Table S3).

Transmission electron microscopy images of leaves ultrastructure

The ultrastructure of A. donax control leaves highlighted a peripheral location of organelles, and a large vacuole in the center of the cells (Fig. 4). Cytoplasmic organelles (nucleus, mitochondria, vacuole, endoplasmic reticula, Golgi apparatus) showed typical structure and distribution, and chloroplasts had distinct granal and stromal thylakoid arrangement and a well-defined stroma matrix where few and little starch grains were present (Fig. 4B).

Figure 4.
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Figure 4.

Micrographs of leaf ultrastructure of A. donax in control conditions with CeCl3 (A) and without CeCl3 (B), with excess supply of phosphorous (C, D) and without phosphorous (E, F) supply. Legend: CL: chloroplast; CW: cell wall; L: lipid body; M: mitochondrion; N: nucleus; PE: peroxisome; PL: plastoglobule; SG: starch grain; V: vacuole. Black arrows refer to electron-dense deposits of CeCl3, indicative of the presence of H2O2. A, B, C, D: bar 1 µm; E: bar 100 nm; F: bar 2 µm.

In +P plants, chloroplasts displayed very little or no starch grains (Fig. 4C), confirming the decrease of starch also reported in Table 3. These cells showed more and bigger plastoglobules than those of control plants (Fig. 4C). In addition, the envelope membrane of few +P chloroplasts appeared damaged, with thylakoids not clearly recognizable (Fig. 4C). Some +P cells also had wavy plasma membrane, large peroxisomes (Fig. 4D), and electron dense cerium perhydroxide precipitates in the cell walls after treatment with CeCl3, thus indicating the onset of ROS accumulation and stressful conditions (Fig. 4C; 4D).

Chloroplasts of –P leaves were characterized by an extensive system of grana and stroma lamellae (also reported by Hall et al., 1972), filling the stroma, that also contained a moderate number of plastoglobules (Fig. 4E). The nucleus of –P cells showed poorly condensed chromatin. Moreover, deposition of CeCl3 was found in cell walls (Fig. 4F) and in bundle sheath cells.

In leaves of +Na plants, the shape of the cells changed from elliptical to wrinkle elongated, and cell walls appeared curled (indicated by arrows in Fig. 5A). Strong local H2O2 accumulation in the cell walls (indicated by the black arrow in Fig. 5B) and large cytoplasmic lipid bodies (Fig. 5B) were detectable in some +Na cells. Moreover, some mesophyll cells were destroyed, and cytoplasmic organelles were no longer recognizable except for swollen or disintegrated chloroplast (Fig. 5C). However, chloroplasts of +Na cells that were still visible showed a wavy outline (indicated by the white arrow in Fig. 5B), significant loss of clear stromal matrix, with swelling and curling thylakoids, and an increased number of plastoglobules (Fig. 5A, 5B). In addition, many peroxisomes with scarce electron dense deposits of CeCl3 were observed (data not shown).

Figure 5.
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Figure 5.

Micrographs of leaf ultrastructure of A. donax with excess supply of sodium chloride (A, B, C), with both excess supply of phosphorous and sodium chloride (D, E, F). Legend: CL: chloroplast; CW: cell wall; L: lipid body; M: mitochondrion; N: nucleus; PE: peroxisome; PL: plastoglobule; SG: starch grain; V: vacuole. White arrows refer to wavy structure; black arrows refer to electron-dense deposits of CeCl3, indicative of the presence of H2O2. A: bar 5 µm; B, C, D: bar 2 µm; E, F: bar 1 µm.

Mesophyll cells of +NaP plants contained chloroplasts with numerous and large plastoglobules and very large starch granules (Fig. 5D), matching the reported increase of starch (Table 3) and carotenoid (i.e., zeaxanthin) content of these leaves (Fig. 2E). Large lipid bodies were also present in the cytoplasm of these cells, and CeCl3 deposits were observed in chloroplasts, peroxisomes and mitochondria (Figs. 5E; 5F).

Discussion

Performance of Arundo donax grown under high- or low-concentration of phosphorus (P)

A two-fold increase of P in the leaves of A. donax approached toxic levels, as confirmed by early symptoms of alteration of cell ultrastructure and the presence of peroxisomes (Fig. 4D), indicating starting oxidation processes. However, high P concentrations did not hamper A. donax growth and photosynthesis (Table 1). Tolerance of photosynthesis to high P concentration could be the result of the tight regulation of P homeostasis within the cytoplasm, due to the activation of mechanisms that transport and store the excess of P into the vacuoles (Mimura et al., 1990). However, excess of P strongly decreased starch accumulation in leaves (Table 4), as confirmed by histological observations (Fig. 4C, D). Our transcriptomics results indicate that the inhibition of starch metabolism in A. donax exposed to +P was mainly due to the transcriptional repression of the ADP-glucose pyrophosphorylase, rather than by enhanced translocation of triosophosphates, that reduces the availability of these substrates for starch synthesis in the chloroplasts (Pozueta-Romero et al., 1991; Heldt et al., 1991). Moreover, in +P plants there was a strong induction of few transcripts coding for cytosolic fructose-1,6-bisphosphatase an enzyme that, by catalyzing the first irreversible reaction that turn fructose-1,6-bisphosphate into fructose-6-phosphate and inorganic phosphate (Ladror et al., 1990), plays an important regulatory role in carbohydrates biosynthesis and metabolism (Daie, 1993).

Consistently with previous results (Fares et al., 2008) and a recent meta-analysis (Fernández-Martínez et al., 2017), leaves of +P plants emitted less isoprene than control and –P plants. Although isoprene production is a highly ATP demanding process (Loreto and Sharkey 1990), exposure to high P concentration may prompt a competition between mitochondrial respiration and the methylerythritol 4-phosphate (MEP) pathway, in turn limiting isoprene biosynthesis (Loreto et al., 2007). In particular, phosphoenolpyruvate (PEP) is a substrate for both isoprene biosynthesis and mitochondrial respiration. Mitochondrial respiration was likely stimulated in plants grown at high P concentration (Fares et al. 2008). Indeed, we observed an increased transcription of genes involved in energy requiring processes of protein production and export (Fig. S3). Therefore, our results seem to indicate that incorporation of P into PEP, principally serving the respiratory metabolism, made it less available for isoprene production.

A. donax was sensitive to P deficiency. Although 43 days of P starvation did not significantly decrease the leaf P concentration, in −P leaves the expression of numerous genes was down-regulated (Müller et al., 2007; Hernández et al., 2007) and the ultrastructure of leaf cells was altered. Further results confirmed that, under reduced P availability, A. donax reduces photosynthesis, grows shorter, and produces a lower number of leaves (with reduced N content) than plants grown under normal P availability. Sensitivity to low P availability may affect the capacity of A. donax to colonize new habitats (Wassen et al., 2005), and limits A. donax use for biomass production in poorly fertile soils.

Different response of A. donax to Na+ stress, and to synergistic action of high Na+ and P

Accumulation of Na+ in leaves affected stomatal conductance by increasing diffusive limitations of photosynthesis (the acquisition of CO2 to be assimilated), as further confirmed by low values of Ci. This response to high Na+ concentrations widely occurs across plant species (Delfine et al., 1999; Centritto et al., 2003). Stomata closure was likely triggered by increased synthesis of ABA upon salinity stress (Wilkinson and Davies, 2002; Seiler et al., 2011). In leaves of Na+-stressed A. donax, photosynthesis and ETR were strongly reduced, whereas zeaxanthin and β-carotene were largely synthesized. This suggests the onset of coordinated photochemical processes to inhibit the accumulation of reactive oxygen species (ROS). Salinity stress also stimulated the biosynthesis of sucrose in A. donax leaves (Table 4), as also confirmed by the significant over-representation of GO categories related to ‘carbohydrate metabolic process’ (Table S4). Beside exerting a signaling role (Park et al., 2016), sucrose was likely able to balance the drop in osmotic potential as leaf RWC decreases during progressive exposure to salinity stress (Table 1). However, changes observed to the leaf ultrastructure of Na+-stressed plants, where only some mesophyll cells and chloroplast resulted completely destroyed (Fig. 5), confirmed that A. donax is moderately sensitive to high Na+ concentration in leaves. Indeed, A. donax possesses more glycophytic than halophytic features (Nackley and Kim, 2015) and tolerates salinity through mechanisms that may prevent ROS formation despite accumulation of Na+ in the leaves (Mumm and Tester, 2008).

Salinity impaired photosynthesis but increased (although not significantly) isoprene emission from A. donax leaves. Isoprene is synthesized from carbon assimilated through photosynthesis (Delwiche and Sharkey, 1993), but its emission may be also sustained by extra-chloroplastic carbon sources when photosynthesis is limited under (abiotic) stress (Brilli et al., 2007; Fortunati et al., 2008). Overall, the simultaneous increases in the biosynthesis of isoprene and carotenoids may imply activation of the 2-C-methyl-D-erythritol 4-phosphate (MEP) pathway in +NaP-stressed A. donax plants to enhance protection against stressful condition (Loreto et al., 2014; Marino et al., 2017).

An additive effect of simultaneous supply of high Na+ and P concentrations was clearly highlighted by a 10-fold increase in the number of both up- and down-regulated genes in leaves of +NaP A. donax plants. Some of the most representative transcription factors already identified in A. donax under drought (Fu et al., 2016) were also regulated under Na+ and P stress. Among them, NAC was strongly induced in +Na, +P and +NaP, whereas WRKY 50, 53 and 41 were down-regulated only in +NaP plants. NAC and WRKY genes family are known to mediate water-(Hadiarto and Tran, 2011) and Na+-stress responses, as well as ABA signaling pathway in plants (Jiang et al., 2017). Genes coding for stress-associated proteins (SAPs) are important regulators of multiple abiotic stress tolerance (Giri et al., 2013) and found to be induced in water-stressed A. donax plants (Evangelistella et al., 2017). However, only two SAPs were down-regulated in +Na and +NaP plants. Despite inducing a higher expression of genes involved in abiotic stress tolerance (e.g., NAC, WRKY and SAP genes), high P concentration exacerbated the reduction of photosynthesis in Na+-stressed A. donax plants, as also indicated by the over-representation of many GO categories related to ‘cellular metabolic process’ in +NaP plants (Table S4). Photosynthesis could have been limited by altered sugar metabolism, as the amount of non-structural carbohydrates, fructose, glucose and starch increased two-fold in +NaP plants. It is suggested that combined supply of Na+ and P strongly reduced the turnover of carbohydrates, which may have favored the formation of large starch grains in the chloroplasts (Fig. 5D, E, F). Our results show that increase of starch biosynthesis in +NaP plants was related (as in +P plants) to the induction of the ADP-glucose pyrophosphorylase, whereas translocation of triosephosphates was not significantly affected. However, in +NaP plants photosynthesis was stimulated under low O2 conditions, indicating that feedback inhibition of photosynthesis, typically induced by carbohydrates accumulation (Sharkey, 1990; Xu et al., 2015) did not occur. The accumulation of carbohydrates induced by P supply in Na+-stressed plants may serve protective purposes, in enhancing osmotic capacity to assimilate water (Lambers et al., 2008) as confirmed by the over-representation of GO categories regarding ‘organic substance metabolic process’ in +NaP plants (Table S4). Carbohydrate accumulation may also help prevent damage to the cell structures (Yang and Guo, 2017). Indeed, the +NaP treatment induced a SNF1-related protein kinase coding gene (SnRK2), which was also found to be responsive to both ionic and non-ionic osmotic stressful conditions (Fu et al., 2016; Virlouvet and Fromm, 2015). Genes coding for dehydrins (DHNs) proteins, which play cellular protection in abiotic stress tolerance (Gao and Lan, 2016; Verma et al., 2017), were also up-regulated in leaves of +NaP plants. Remarkably we also observed that, while Early Responsive to Dehydration (ERD4) were induced as expected in Poaceae (see Fu et al., 2016 for similar finding in drought-stress conditions), two ERD6 genes coding for carbohydrate transporters were down-regulated, consistent with carbohydrates accumulation shown in leaves of +NaP plants.

Interaction between high concentrations of Na+ and P did not significantly affect isoprene emission, which was once again uncoupled from photosynthesis in stressed leaves (Brilli et al., 2007; Vickers et al., 2009; Marino et al., 2017). The small reduction of isoprene emission with respect to +P leaves could be associated to the very large negative effect of the combined treatment (+NaP) on photosynthesis, and to the consequently reduced photosynthetic substrate entering the MEP pathway. Transcriptomics show up-regulation of ABA biosynthesis and down-regulation of β-carotene (both made by MEP) in +NaP compared to +Na leaves. This suggests a rearrangement of the flux of carbon into the MEP pathway towards hormones controlling stomata movement and away from antioxidants such as isoprene and carotenoids. Moreover, competition with starch for PEP could also limit isoprene synthesis in +NaP as well as in +P leaves (see above). However, starch was not a limiting factor in +NaP leaves as it was in +P leaves. The accumulation of carbohydrates in +NaP leaves was also highlighted by the over-expression of GO categories related to ‘organic substance metabolic process’ (Table S4), suggesting that a glucose 6-phosphate shunt might have been activated to increase the availability of precursors for the MEP pathway (Sharkey and Weise, 2017), despite the low flux of carbon fixed by photosynthesis.

In +NaP leaves, a significant increase of both H2O2 and glutathione (GSH) contents was observed, and further confirmed in our transcriptome analysis by over-representation of GO categories ‘cellular metabolic process’ and ‘organic substance metabolic process’ (Table S4), indicating enhanced ROS formation and activation of the anti-oxidant metabolism. Moreover, enhanced biogenesis of peroxisomes in +NaP leaf cells (Fig. 5E, F), most likely indicates a general increase of oxidative stress conditions (Lopez-Huertas et al., 2000). Peroxisomes contain antioxidants enzymes able to metabolize ROS and to enhance tolerance to a wide range of stresses (Nyathi and Baker, 2006). High synthesis of GSH possibly prevents the increase of H2O2 to reach toxic level while allowing this compound to exert signaling functions (Mittler, 2002; Baxter et al., 2014) that may further enhance stress response (Knight and Knight, 2001). However, this was clearly insufficient to protect photosynthesis in +NaP leaves.

Conclusions

We showed that A. donax can be cultivated in marginal soils affected by eutrophication (under high P supply), where it can exert positive functions (e.g. for phytoremediation) despite allocating less carbon to defensive secondary metabolites (isoprene). Moreover, our results highlight that A. donax is sensitive to P deficiency and to Na+ excess, and this sensitivity is further enhanced by the combination of high Na+ and high P. However, the supply of high P concentrations further stimulates, at molecular and biochemical level, responses that favour stress tolerance in salt-stressed A. donax. Therefore, although the productivity of A. donax may be largely impaired, the plant adapts and survives in unfavourable soils rich in both P and Na+.

Author contributions

CC and BF designed the research, analyzed the data and wrote the article with contributions of all the authors; PiS, CC, BF performed research; ML, RS, BC, GC, PoS, MM provided technical assistance; CM, AG, TR, LF supervised and complemented the writing.

Funding information

The study was funded by research project “CROPSTRESS - System performance of non-food crops to drought stress: development of a plant ideotype”, by the SIR2014 program of the Italian Ministry of University and Research (RBSI14VV35), CC is the scientific leader of the project.

Acknowledgements

The study was funded by research project “CROPSTRESS - System performance of non-food crops to drought stress: development of a plant ideotype”, by the SIR2014 program of the Italian Ministry of University and Research (RBSI14VV35), Claudia Cocozza is the scientific leader of the project. We thank for providing the instrumentation needed for isoprene Dr. Marco Michelozzi, Laboratory for the Analysis and Research in Environmental Chemistry (ARCA), and for Na and P determination Prof. Cristina Gonnelli.

References

  1. ↵
    Alexieva V, Sergiev I, Mapelli S, Karanov E. 2001. The effect of drought and ultraviolet radiation on growth and stress markers in pea and wheat. Plant, Cell and Environment 24, 1337–1344.
    OpenUrlCrossRefWeb of Science
  2. Ballicora MA, Iglesias AA, Preiss J. 2004. ADP-glucose pyrophosphorylase: a regulatory enzyme for plant starch synthesis. Photosynthesis Research 79, 1–24.
    OpenUrlCrossRefPubMedWeb of Science
  3. ↵
    Baxter A, Mittler R, Suzuki N. 2014. ROS as key players in plant stress signalling. Journal of Experimental Botany 65, 1229–1240.
    OpenUrlCrossRefPubMedWeb of Science
  4. ↵
    Beck E, Ziegler P. 1989. Biosynthesis and degradation of starch in higher plants. Annual Review of Plant Physiology and Plant Molecular Biology 40, 95–118.
    OpenUrlCrossRefWeb of Science
  5. ↵
    Bestwick CS, Brown IR, Bennett MHR, Mansfield JW. 1997. Localization of hydrogen peroxide accumulation during the hypersensitive reaction of lettuce cells to Pseudomonas syringae pv phaseolicola. Plant Cell 9, 209–221.
    OpenUrlAbstract/FREE Full Text
  6. ↵
    Bolger AM, Lohse M, Usadel B. 2014. Trimmomatic: A flexible trimmer for Illumina Sequence Data. Bioinformatics 30, 2114–20.
    OpenUrlCrossRefPubMedWeb of Science
  7. Beritognolo I, Piazzai M, Benucci S, Kuzminsky E, Sabatti M, Mugnozza GS, Muleo R. 2007. Functional characterisation of three Italian Populus alba L. genotypes under salinity stress. Trees 21, 465–477.
    OpenUrl
  8. Brilli F, Ciccioli P, Frattoni M, Prestininzi M, Spanedda AF, Loreto F. 2009. Constitutive and herbivore-induced monoterpenes emitted by Populus × euroamericana leaves are key volatiles that orient Chrysomela populi beetles. Plant, Cell and Environment 32, 542–552.
    OpenUrlCrossRefPubMed
  9. ↵
    Brilli F, Barta C, Fortunati A, Lerdau M, Loreto F, Centritto M. 2007. Response of isoprene emission and carbon metabolism to drought in white poplar (Populus alba) saplings. New Phytologist 175, 244–254.
    OpenUrlCrossRefPubMedWeb of Science
  10. ↵
    Calheiros CSC, Quiterio PVB, Silva G, Crispim LFC, Brix H, Moura SC, Castro PML. 2012. Use of constructed wetland systems with Arundo and Sarcocornia for polishing high salinity tannery wastewater. Journal of Environmental Management 95, 66–71.
    OpenUrlPubMed
  11. ↵
    Centritto M, Loreto F, Chartzoulakis K. 2003. The use of low [CO2] to estimate diffusional and non-diffusional limitations of photosynthetic capacity of salt-stressed olive saplings. Plant, Cell and Environment 26, 585–594.
    OpenUrlCrossRefWeb of Science
  12. ↵
    Chaves MM, Flexas J, Pinheiro C. 2009. Photosynthesis under drought and salt stress: regulation mechanisms from whole plant to cell. Annals of Botany 103, 551–560.
    OpenUrlCrossRefPubMed
  13. ↵
    Chow PS, Landhäusser SM. 2004. A method for routine measurements of total sugar and starch content in woody plant tissues. Tree Physiology 24, 1129–36.
    OpenUrlCrossRefPubMedWeb of Science
  14. ↵
    Conesa A, Götz S. 2008. Blast2GO: A Comprehensive Suite for Functional Analysis in Plant Genomics. International Journal of Plant Genomics doi:10.1155/2008/619832.
    OpenUrlCrossRefPubMed
  15. ↵
    Daie J. 1993. Cytosolic fructose-1,6-bisphosphatase: a key enzyme in the sucrose biosynthetic pathway. Photosynthesis Research 38, 5–14.
    OpenUrlCrossRefPubMedWeb of Science
  16. ↵
    Ladror US, Latshaw SP, Marcus F. 1990. Spinach cytosolic fructose1, 6-bisphosphatase. Purification, enzyme properties, and structural comparisons. European Journal of Biochemistry 189, 89–94.
    OpenUrlPubMedWeb of Science
  17. ↵
    Delfine S, Alvino A, Villani MC, Loreto F. 1999. Restrictions to CO2 conductance and photosynthesis in spinach leaves recovering from salt stress. Plant Physiology 119, 1101–1106.
    OpenUrlAbstract/FREE Full Text
  18. ↵
    Delwiche C, Sharkey T. 1993. Rapid appearance of 13C in biogenic isoprene when 13CO2 is fed to intact leaves. Plant, Cell and Environment 16, 587–591.
    OpenUrlCrossRefWeb of Science
  19. ↵
    Dubey RS, Singh AK. 1999. Salinity induces accumulation of soluble sugars and alters the activity of sugar metabolising enzymes in rice plants. Biologia Plantarum 42, 233–239.
    OpenUrl
  20. ↵
    Evangelistella C, Valentini A, Ludovisi R, Firrincieli A, Fabbrini F, Scalabrin S, Cattonaro F, Morgante M, Scarascia Mugnozza G, Keurentjes JJB, Harfouche A. 2017. De novo assembly, functional annotation, and analysis of the giant reed (Arundo donax L.) leaf transcriptome provide tools for the development of a biofuel feedstock. Biotechnology Biofuels 10, 138.
    OpenUrl
  21. ↵
    Fares S, Barta C, Brilli F, Centritto M, Ederli L, Ferranti F, Pasqualini S, Reale L, Tricoli D, Loreto F. 2006. Impact of high ozone on isoprene emission, photosynthesis and histology of developing Populus alba leaves directly or indirectly exposed to the pollutant. Physiologia Plantarum 128, 456–465.
    OpenUrlCrossRef
  22. ↵
    Fares S, Brilli F, Noguès I, Velikova V, Tsonev T, Dagli S, Loreto F. 2008. Isoprene emission and primary metabolism in Phragmites australis grown under different phosphorus levels. Plant Biology 10, 38–43.
    OpenUrlPubMed
  23. ↵
    Fernández-Martínez M, Llusià J, Filella I, Niinemets Ü, Arneth A, Wright IJ, Loreto F, Peñuelas J. 2017. Nutrient-rich plants emit a less intense blend of volatile isoprenoids. New Phytology doi.org/10.1111/nph.14889.
    OpenUrlCrossRef
  24. Fernando AL, Barbosa B, Costa J, Papazoglou EG. 2016. Chapter 4 - Giant Reed (Arundo donax L.): A Multipurpose Crop Bridging Phytoremediation with Sustainable Bioeconomy. Bioremediation and Bioeconomy, Elsevier Inc., 77–95.
  25. ↵
    Fortunati A, Barta C, Brilli F, Centritto M, Zimmer I, Schnitzler J-P, Loreto F. 2008. Isoprene emission is not temperature-dependent during and after severe drought-stress: A physiological and biochemical analysis. Plant Journal 55, 687–697.
    OpenUrlCrossRefPubMedWeb of Science
  26. ↵
    Fredeen AL, Rao IM, Terry N. 1989. Influence of phosphorus nutrition on growth and carbon partitioning in Glycine max. Plant Physiology 89, 225–230.
    OpenUrlAbstract/FREE Full Text
  27. ↵
    Fu Y, Poli M, Sablok G, Wang B, Liang Y, La Porta N, Velikova V, Loreto F, Li M, Varotto C. 2016. Dissection of early transcriptional responses to water stress in Arundo donax L. by unigene-based RNA-seq. Biotechnology for Biofuels 9, 54; DOI 10.1186/s13068-016-0471-8.
    OpenUrlCrossRef
  28. ↵
    Gao J, Lan T. 2016. Functional characterization of the late embryogenesis abundant (LEA) protein gene family from Pinus tabuliformis (Pinaceae) in Escherichia coli. Scientific Reports 6, 19467.
    OpenUrl
  29. Gao QM, Venugopal S, Navarre D, Kachroo A. 2011. Low oleic acid-derived repression of jasmonic acid-inducible defense responses requires the WRKY50 and WRKY51 proteins. Plant Physiology 155, 464–76. doi: 10.1104/pp.110.166876.
    OpenUrlAbstract/FREE Full Text
  30. ↵
    García-Plazaola JI, Becerril JM. 1999. A rapid high-performance liquid chromatography method to measure lipophilic antioxidants in stressed plants: simultaneous determination of carotenoids and tocopherols. Phytochemical Analysis 10, 307–313.
    OpenUrlCrossRef
  31. Gechev TS, Hille J. 2005. Hydrogen peroxide as a signal controlling plant programmed cell death. The Journal of Cell Biology 168, 17–20.
    OpenUrlAbstract/FREE Full Text
  32. ↵
    Genty B, Briantis JM, Baker NR. 1989. The relationship between the quantum yield of photosynthetic electron transport and quenching of chlorophyll fluorescence. Biochimica et Biophysica Acta 990, 87–92.
    OpenUrlCrossRefWeb of Science
  33. ↵
    Giri J, Dansana PK, Kothari KS, Sharma G, Vij S, Tyagi AK. 2013. SAPs as novel regulators of abiotic stress response in plants. BioEssays 35, 639–48.
    OpenUrlCrossRefPubMed
  34. ↵
    Haas BJ, Papanicolaou A, Yassour M, Grabherr M, Blood PD, Bowden J, Couger MB, Eccles D, Li B, Lieber M, Macmanes MD, Ott M, Orvis J, Pochet N, Strozzi F, Weeks N, Westerman R, William T, Dewey CN, Henschel R, Leduc RD, Friedman N, Regev A. 2013. De novo transcript sequence reconstruction from RNA-seq using the Trinity platform for reference generation and analysis. Nature Protocols 8, 1494–512.
    OpenUrl
  35. ↵
    Hadiarto T, Tran LSP. 2011. Progress studies of drought-responsive genes in rice. Plant Cell Reports 30, 297–310.
    OpenUrlCrossRefPubMedWeb of Science
  36. ↵
    Hall JD, Barr R, Al-Abbas AH, Crane FL. 1972. The ultrastructure of chloroplasts in mineral-deficient maize leaves. Plant Physiology 50, 404–409.
    OpenUrlAbstract/FREE Full Text
  37. ↵
    Hansen KD, Brenner SE, Dudoit S. 2010. Biases in Illumina transcriptome sequencing caused by random hexamer priming. Nucleic Acids Research 38, 131.
    OpenUrlCrossRefPubMedWeb of Science
  38. ↵
    Haworth M, Catola S, Marino G, Brunetti C, Michelozzi M, Riggi E, Avola G, Cosentino LS, Loreto F, Centritto M. 2017a. Moderate drought stress induces increased foliar dimethylsulphoniopropionate (DMSP) concentration and isoprene emission in two contrasting ecotypes of Arundo donax. Frontiers in Plant Science 8, 1016; doi: 10.3389/fpls.2017.01016.
    OpenUrlCrossRef
  39. ↵
    Haworth M, Cosentino LS, Marino G, Brunetti C, Scordia D, Testa G, Riggi E, Avola G, Loreto F, Centritto M. 2017b. Physiological responses of Arundo donax ecotypes to drought: a common garden study. GCB Bioenergy 9, 132–143.
    OpenUrl
  40. ↵
    Haworth M, Centritto M, Giovannelli A, Marino G, Proietti N, Capitani D, De Carlo A, Loreto F. 2017c. Xylem morphology determines the drought response of two Arundo donax ecotypes from contrasting habitats. GCB Bioenergy 9, 119–131.
    OpenUrl
  41. ↵
    Haworth M, Marino G, Cosentino LS, Brunetti C, De Carlo A, Avola G, Riggi E, Loreto F, Centritto M. 2018. Increased free abscisic acid during drought enhances stomatal sensitivity and modifies stomatal behaviour in fast growing giant reed (Arundo donax). Environmental and Experimental Botany 147, 116–124.
    OpenUrl
  42. ↵
    Heldt HW, Flügge U-I, Borchert S. 1991. Diversity of specificity and function of phosphate translocators in various plastids. Plant Physiology 95, 341–343.
    OpenUrlAbstract/FREE Full Text
  43. ↵
    Hernández G, Ramírez M, Valdés-López O, Tesfaye M, Graham MA, Czechowski T, Schlereth A, Wandrey M, Erban A, Cheung F, Wu HC, Lara M, Town CD, Kopka J, Udvardi MK, Vance CP. 2007. Phosphorus stress in common bean: root transcript and metabolic responses. Plant Physiology 144, 752–767,
    OpenUrlAbstract/FREE Full Text
  44. Hewitt CN, Monson RK, Fall R. 1990. Isoprene emissions from the grass Arundo donax L. are not linked to photorespiration. Plant Science 66, 139–144.
    OpenUrlCrossRefWeb of Science
  45. ↵
    Hoagland DR, Arnon DI. 1950. The water-culture method for growing plants without soil. California Agricultural Experiment Station Circural 347, 1–39.
    OpenUrl
  46. Hu J, Aguirre M, Peto C, Alonso J, Ecker J, Chory J. 2002. A role for peroxisomes in photomorphogenesis and development of Arabidopsis. Science 297, 405–9.
    OpenUrlAbstract/FREE Full Text
  47. Ji T, Li S, Huang M, Di Q, Wang X, Wei M, Shi Q, Li Y, Gong B, Yang F. 2017. Overexpression of cucumber phospholipase D alpha gene (CsPLDα) in tobacco enhanced salinity stress tolerance by regulating Na+–K+ balance and lipid peroxidation. Frontiers in Plant Science 8, 499.
    OpenUrl
  48. ↵
    Jiang J, Ma S, Ye N, Jiang M, Cao J, Zhang J. 2017. WRKY transcription factors in plant responses to stresses. Journal of Integrative Plant Biology 2, 86–101.
    OpenUrl
  49. ↵
    Kalaji H, Govindjee K, BosaKoscielniak J, Zuk-Golaszewska K. 2011. Effects of salt stress on photosystem II efficiency and CO2 assimilation of two Syrian barley land races. Environmental and Experimental Botany 73, 64–72.
    OpenUrl
  50. ↵
    Kanehisa M, Sato Y, Kawashima M, Furumichi M, Tanabe M. 2016. KEGG as a reference resource for gene and protein annotation. Nucleic Acids Research 44, D457–D462
    OpenUrlCrossRefPubMed
  51. Kang J-H, McRoberts J, Shi F, Moreno JE, Jones AD, Howe GA. 2014. The flavonoid biosynthetic enzyme chalcone isomerase modulates terpenoid production in glandular trichomes of tomato. Plant Physiology 164, 1161–1174.
    OpenUrlAbstract/FREE Full Text
    1. Somerville CR,
    2. Meyerowitz EM
    Kaur N, Reumann S, Hu J. 2009. Peroxisome biogenesis and function. In: Somerville CR, Meyerowitz EM (eds) The Arabidopsis book. The American Society of Plant Biologists, Rockville, MD, USA, pp 1–41.
  52. Kerepesi I, Galiba G. 2000. Osmotic and salt stress-induced alteration in soluble carbohydrate content in wheat seedlings. Crop Science 40, 482–487.
    OpenUrlCrossRefWeb of Science
  53. ↵
    Knight H, Knight MR. 2001. Abiotic stress signalling pathways: specificity and cross-talk. Trends in Plant Science 6, 262–267.
    OpenUrlCrossRefPubMedWeb of Science
  54. Ku MSB, Agarie S, Nomura M, Fukayama H, Tsuchida H, Ono K, Hirose S, Toki S, Miyao M, Matsuoka M. 1999. High level expression of maize phosphoenolpyruvate carboxylase in transgenic rice plants. Nature Biotechnology 17, 76–80.
    OpenUrlCrossRefPubMedWeb of Science
  55. ↵
    Kuhn A, Luthi-Carter R, Delorenzi M. 2008. Cross-species and cross-platform gene expression studies with the Bioconductor-compliant R package annotation Tools. BMC Bioinformatics 9, 26.
    OpenUrlCrossRefPubMed
  56. Laisk A, Loreto F. 1996. Determining photosynthetic parameters from leaf CO2 exchange and chlorophyll fluorescence (ribulose-1,5-bisphosphate carboxylase/oxygenase specificity factor, dark respiration in the light, excitation distribution between photosystems, alternative electron transport rate, and mesophyll diffusion resistance). Plant Physiology 110, 903–912.
    OpenUrlAbstract
  57. ↵
    Lambers H, Chapin III, Pons FSTL. 2008. Plant Physiological Ecology. 2nd edition. Springer, New York.
  58. ↵
    Li B, Dewey CN. 2011. RSEM: accurate transcript quantification from RNA-Seq data with or without a reference genome. BMC Bioinformatics 12, 323.
    OpenUrlCrossRefPubMed
  59. ↵
    Li W, Godzik A. 2006. Cd-hit: a fast program for clustering and comparing large sets of protein or nucleotide sequences. Bioinformatics 22, 1658–1659.
    OpenUrlCrossRefPubMedWeb of Science
  60. ↵
    Loivamäki M, Mumm R, Dicke M, Schnitzler JP. 2008. Isoprene interferes with the attraction of bodyguards by herbaceous plants. Proceedings of the National Academy of Sciences 105, 17211–2.
    OpenUrlFREE Full Text
  61. ↵
    López-Carbonell M, Gabasa M, Jáuregui O. 2009. Enhanced determination of abscisic acid (ABA) and abscisic acid glucose ester (ABA-GE) in Cistus albidus plants by liquid chromatography-mass spectrometry in tandem mode. Plant Physiology and Biochemistry 47, 256–261.
    OpenUrlCrossRefPubMed
  62. ↵
    Lopez-Huertas E, Charlton W, Johnson B, Graham I, Baker A. 2000. Stress induces peroxisome biogenesis genes. EMBO Journal 19, 6770–6777.
    OpenUrlAbstract/FREE Full Text
  63. ↵
    Loreto F, Sharkey TD. 1990. A gas exchange study of photosynthesis and isoprene emission in red oak. Planta 182, 523–531.
    OpenUrlCrossRefPubMedWeb of Science
  64. Loreto F, Delfine S. 2000. Emission of isoprene from salt-stressed Eucalyptus globulus leaves. Plant Physiology 123, 1605–1610.
    OpenUrlAbstract/FREE Full Text
  65. ↵
    Loreto F, Centritto M, Barta C, Calfapietra C, Fares S, Monson RK. 2007. The relationship between isoprene emission rate and dark respiration rate in white poplar (Populus alba L.) leaves. Plant, Cell and Environment 30, 662–669.
    OpenUrlCrossRefPubMedWeb of Science
  66. ↵
    Loreto F, Pollastri S, Fineschi S, Velikova V. 2014. Volatile isoprenoids and their importance for protection against environmental constraints in the Mediterranean area. Environmental and Experimental Botany 103, 99–106.
    OpenUrl
  67. Machado RMA, Serralheir RP. 2017. Soil salinity: effect on vegetable crop growth. management practices to prevent and mitigate soil salinization. Horticulturae 3, 30; doi:10.3390/horticulturae3020030.
    OpenUrlCrossRef
  68. ↵
    Marino G, Brunetti C, Tattini M, Romano A, Biasioli F, Tognetti R, Loreto F, Ferrini F, Centritto M. 2017. Dissecting the role of isoprene and stress-related hormones (ABA and ethylene) in Populus nigra exposed to unequal root zone water stress. Tree Physiology 37, 1637–1647.
    OpenUrl
  69. ↵
    Marschner H. 1995. Mineral nutrition of higher plants. Second edition, Functions of Mineral Nutrients: Macronutrient, Academic Press Inc. (Elsevier) 8, 229–312.
    OpenUrl
  70. ↵
    Mimura T, Dietz K, Kaiser W, Schramm M, Kaiser G, Heber U. 1990. Phosphate transport across biomembranes and cytosolic phosphate homeostasis in barley leaves. Planta 180, 139–146.
    OpenUrlPubMedWeb of Science
  71. ↵
    Mittler R. 2002. Oxidative stress, antioxidants and stress tolerance. Trends in Plant Science 7, 405–410.
    OpenUrlCrossRefPubMedWeb of Science
  72. ↵
    Müller R, Morant M, Jarmer H, Nilsson L, Nielsen TH. 2007. Genome-wide analysis of the Arabidopsis leaf transcriptome reveals interaction of phosphate and sugar metabolism. Plant Physiology 143, 156–171.
    OpenUrlAbstract/FREE Full Text
  73. ↵
    Munns R, Tester M. 2008. Mechanisms of Salinity Tolerance. Annual Review of Plant Biology 9, 651–681.
    OpenUrl
  74. ↵
    Nackley L, Kim SH. 2015. A salt on the bioenergy and biological invasions debate: salinity tolerance of the invasive biomass feedstock Arundo donax. GCB Bioenergy 7, 752–762.
    OpenUrl
  75. Nackley LL, Vogt KA, Kim SH. 2014. Arundo donax water use and photosynthetic responses to drought and elevated CO2. Agricultural, Water and Management 136, 13–22.
    OpenUrl
  76. Nordberg GF, Fowler B, Nordberg M (2007). Handbook on the Toxicology of Metals. Third edition. Salt Lake City, UT: Academic Press.
  77. Owen S, Peñuelas J. 2005. Opportunistic emissions of volatile isoprenoids. Trends in Plant Science 10 420–426.
    OpenUrlCrossRefPubMedWeb of Science
  78. Papazoglou EG. 2007. Arundo donax L. stress tolerance under irrigation with heavy metal aqueous solutions. Desalination 211, 304–313.
    OpenUrl
  79. ↵
    Parida A, Das AB, Das P. 2002. NaCl stress causes changes in photosynthetic pigments, proteins and other metabolic components in the leaves of a true mangrove, Bruguier aparviflora, in hydroponic cultures. Journal of Plant Biology 45, 28–36.
    OpenUrlCrossRef
  80. ↵
    Park HJ, Kim W-Y, Yun D-J. 2016. A new insight of salt stress signaling in plant. Molecules and Cells 39, 447–459.
    OpenUrl
  81. Peñuelas J, Sardans J, Rivas-Ubach A, Janssens IV. 2012. The human-induced imbalance between C, N and P in Earth’s life system. Global Change and Biology 18, 3–6.
    OpenUrl
  82. Peñuelas J, Poulter B, Sardans J, Ciais P, van der Velde M, Bopp L, Boucher O, Godderis Y, Hinsinger P, Llusia J, Nardin E, Vicca S, Obersteiner M, Janssens IA. 2013. Human-induced nitrogen–phosphorus imbalances alter natural and managed ecosystems across the globe. Nature Communications 4, 2934, DOI: 10.1038/ncomms3934.
    OpenUrlCrossRef
  83. ↵
    Pilu R, Bucci A, Badone FC, Landoni M. 2012. Giant reed (Arundo donax L.): a weed plant or a promising energy crop? African Journal of Biotechnology 11, 9163–9174.
    OpenUrl
  84. ↵
    Pollastri S, Savvides A, Pesando M, Lumini E, Volpe MG, Ozudogru EA, Faccio A, De Cunzo F, Michelozzi M, Lambardi M, Fotopoulos V, Loreto F, Centritto M, Balestrini R. 2018. Impact of two arbuscular mycorrhizal fungi on Arundo donax L. response to salt stress. Planta 247, 573–585.
    OpenUrl
  85. Pompeiano A, Vita F Alpi A, Guglielminetti L. 2015. Arundo donax L. response to low oxygen stress. Environmental and Experimental Botany 111, 147–154.
    OpenUrl
  86. Portis AR. 1992. Regulation of ribulose-1,5-bisphosphate carboxylase/oxygenase activity. Annual Review of Plant Physiology and Plant Molecular Biology 43, 415–37.
    OpenUrlCrossRefWeb of Science
  87. ↵
    Pozueta-Romero J, Frehner M, Viale AM, Akazawa T. 1991. Direct transport of ADP glucose by an adenylate translocator is linked to starch biosynthesis in amyloplasts. Proceedings of the National Academy of Sciences 88, 5769–5773.
    OpenUrlAbstract/FREE Full Text
  88. Ramel F, Birtic S, Cuiné S, Triantaphylidès C, Ravanat J-L, Havaux M. 2012. Chemical quenching of singlet oxygen by carotenoids in plants. Plant Physiology 158, 1267–1278.
    OpenUrlAbstract/FREE Full Text
  89. ↵
    Ranieri A, Castagna A, Pacini J, Baldan B, Mensuali Sodi A, Soldatini GF. 2003. Early production and scavenging of hydrogen peroxide in the apoplast of sunflower plants exposed to ozone. Journal of Experimental Botany 54, 2529–2540.
    OpenUrlCrossRefPubMedWeb of Science
    1. Meuer S,
    2. Wittwer C,
    3. Nakagawara K
    Rasmussen R. 2001. Quantification on the Light Cycler instrument. In: Meuer S, Wittwer C, Nakagawara K, eds. Rapid Cycle Real-Time PCR: Methods and Applications. Heidelberg: Springer-Verlag Press, pp. 21–34.
  90. Rosenstiel TN, Potosnak MJ, Griffin KL, Fall R, Monson RK. 2003. Increased CO2 uncouples growth from isoprene emission in an agriforest ecosystem. Nature 421, 256–259.
    OpenUrlCrossRefPubMedWeb of Science
  91. ↵
    Rufty TW , Jr., MacKown CT, Israel DW. 1990. Phosphorus stress effects on assimilation of nitrate. Plant Physiology 94, 328–333.
    OpenUrlAbstract/FREE Full Text
  92. ↵
    Sablok G, Fu Y, Bobbio V, Laura M, Rotino GL, Bagnaresi P, Allavena A, Velikova V, Viola R, Loreto F, Li M, Varotto C. 2014. Fuelling genetic and metabolic exploration of C3 bioenergy crops through the first reference transcriptome of Arundo donax L. Plant Biotechnology Journal 12, 554–567.
    OpenUrl
  93. ↵
    Sánchez E, Gil S, Azcón-Bieto J, Nogués S. 2016. The response of Arundo donax L. (C3) and Panicum virgatum (C4) to different stresses. Biomass and Bioenergy 85, 335–345.
    OpenUrl
  94. ↵
    Sedlak J, Lindsay RH. 1968. Estimation of total, protein-bound, and nonprotein sulfhydryl groups in tissue with Ellman’s reagent. Analytical Biochemistry 25, 192–205.
    OpenUrlCrossRefPubMedWeb of Science
  95. ↵
    Seiler C, Harshavardhan VT, Rajesh K, Reddy PS, Strickert M, Rolletschek H, Scholz U, Wobus U, Sreenivasulu N. 2011. ABA biosynthesis and degradation contributing to ABA homeostasis during barley seed development under control and terminal drought-stress conditions. Journal of Experimental Botany 62, 2615–2632.
    OpenUrlCrossRefPubMedWeb of Science
  96. ↵
    Sharkey TD. 1990. Feedback limitation of photosynthesis and the physiological role of ribulose bisphosphate carboxylase carbamylation. Botanical Magazine, Tokyo 2, 87–105.
    OpenUrl
  97. ↵
    Sharkey T, Weise SE. 2017. The glucose 6-phosphate shunt around the Calvin-Benson cycle. Journal of Experimental Botany 68, 4067–4077.
    OpenUrl
  98. Sharkey TD, Yeh S. 2001. Isoprene emission from plants. Annual Review of Plant Physiology and Plant Molecular Biology 52, 407–436.
    OpenUrlCrossRefPubMedWeb of Science
  99. ↵
    Shen J, Yuan L, Zhang J, Li H, Bai Z, Chen X, Zhang W, Zhang F. 2011. Phosphorus dynamics: from soil to plant. Plant Physiology 156, 997–1005.
    OpenUrlFREE Full Text
  100. Smith VH, Tilman GD, Nekola JC. 1999. Eutrophication: impacts of excess nutrient inputs on freshwater, marine, and terrestrial ecosystems. Environmental Pollution 100, 179–196.
    OpenUrlCrossRefGeoRefPubMedWeb of Science
  101. ↵
    Sobhanian H, Aghaei K, Komatsu S. 2011. Changes in the plant proteome resulting from salt stress: toward the creation of salt-tolerant crops? Journal of Proteomics 74, 1323–1337.
    OpenUrl
  102. ↵
    Sreenivasulu V, Kumar NS, Dharmendra V, Asif M, Balaram V, Zhengxu H, Zhen Z. 2017. Determination of boron, phosphorus, and molybdenum content in biosludge samples by microwave plasma atomic emission spectrometry (MP-AES). Applied Science 7, 264; doi:10.3390/app7030264.
    OpenUrlCrossRef
  103. ↵
    Tattini M, Galardi C, Pinelli P, Massai R, Remorini D, Agati G. 2004. Differential accumulation of flavonoids and hydroxycinnamates in leaves of Ligustrum vulgare under excess light and drought stress. New Phytologist 163, 547–561.
    OpenUrlCrossRefWeb of Science
  104. ↵
    Tattini M, Gucci R, Romani A, Baldi A, Everard JD. 1996. Changes in non-structural carbohydrates in olive (Olea europaea L.) leaves during root zone salinity stress. Physiologia Plantarum 98, 117–124.
    OpenUrlCrossRef
  105. Tiessen H. 2011. Phosphorus Availability in the Environment. In: eLS. John Wiley & Sons Ltd, Chichester, doi: 10.1002/9780470015902.a0003188.pub2.
    OpenUrlCrossRef
  106. Tilman D, Cassman KG, Matson PA, Naylor R, Polasky S. 2002. Agricultural sustainability and intensive production practices. Nature 418, 671–677.
    OpenUrlCrossRefPubMedWeb of Science
  107. ↵
    Velikova V, Brunetti C, Tattini M, Doneva D, Ahrar M, Tsonev T, Stefanova M, Ganeva T, Gori A, Ferrini F, Varotto C, Loreto F. 2016. Physiological significance of isoprenoids and phenylpropanoids in drought response of Arundinoideae species with contrasting habitats and metabolism. Plant, Cell and Environment 39, 2185–2197.
    OpenUrl
  108. ↵
    Verma G, Dhar YV, Srivastava D, Kidwai M, Chauhan PS, Bag SK, Asif MH, Chakrabarty D. 2017. Genome-wide analysis of rice dehydrin gene family: Its evolutionary conservedness and expression pattern in response to PEG induced dehydration stress. PLoS One 12, e0176399.
    OpenUrl
  109. ↵
    Vickers CE, Gershenzon J, Lerdau MT, Loreto F. 2009. A unified mechanism of action for volatile isoprenoids in plant abiotic stress. Nature Chemical Biology 5, 283–291.
    OpenUrlCrossRefPubMedWeb of Science
  110. ↵
    Virlouvet L, Fromm M. 2015. Physiological and transcriptional memory in guard cells during repetitive dehydration stress. New Phytologist 205, 596–607.
    OpenUrlCrossRefPubMed
  111. ↵
    von Caemmerer S, Farquhar GD. 1981. Some relationships between the biochemistry of photosynthesis and the gas exchange of Phaseolus vulgaris cultivar Hawkesbury Wonder leaves. Planta 153, 376–387.
    OpenUrlCrossRefPubMedWeb of Science
  112. ↵
    Wassen MJ, Venterink HO, Lapshina ED, Tanneberger F. 2005. Endangered plants persist under phosphorus limitation. Nature 437, 547–550.
    OpenUrlCrossRefPubMedWeb of Science
  113. ↵
    Webster RJ, Driever SM, Kromdijk J, McGrath J, Leakey ADB, Siebke K, Demetriades-Shah T, Bonnage S, Peloe T. 2016. High C3 photosynthetic capacity and high intrinsic water use efficiency underlies the high productivity of the bioenergy grass Arundo donax. Scientific Reports 6, 20694.
    OpenUrl
  114. ↵
    Wilkinson S, Davies WJ. 2002. ABA-based chemical signalling: the coordination of responses to stress in plants. Plant, Cell and Environment 25, 195–210.
    OpenUrlCrossRefPubMedWeb of Science
  115. Wingler A, Lea PJ, Quick WP, Leegood RC. 2000. Photorespiration: metabolic pathways and their role in stress protection. Philosophical Transactions of the Royal Society B: Biological Sciences 355, 1517–1529.
    OpenUrlCrossRefPubMed
  116. ↵
    Xie C, Mao X, Huang J, Ding Y, Wu J, Dong S, Kong L, Gao G, Li C-H, Wei L. 2011. KOBAS 2.0: a web server for annotation and identification of enriched pathways and diseases. Nucleic Acids Research 39, W316–W322.
    OpenUrlCrossRefPubMedWeb of Science
  117. ↵
    Xu Z, Jiang Y, Zhou G. 2015. Response and adaptation of photosynthesis, respiration, and antioxidant systems to elevated CO2 with environmental stress in plants. Frontiers in Plant Science 6, 701.
    OpenUrl
  118. ↵
    Yang Y, Guo Y. 2017. Elucidating the molecular mechanisms mediating plant salt-stress responses. New Phytologist 217, 523–539.
    OpenUrl
  119. Zeeman SC, Smith SM, Smith AM. 2004. The breakdown of starch in leaves. New Phytologist 163, 247–261.
    OpenUrlCrossRefWeb of Science
  120. ↵
    Zhang ZS, Liu MJ, Scheibe R, Selinski J, Zhang LT, Yang C, Meng XL, Gao HY. 2017. Contribution of the alternative respiratory pathway to PSII photoprotection in C3 and C4 Plants. Molecular Plant 10, 131–142.
    OpenUrl
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Impact of high phosphorous and sodium on productivity and stress tolerance of Arundo donax plants
Claudia Cocozza, Federico Brilli, Laura Miozzi, Sara Pignattelli, Silvia Rotunno, Cecilia Brunetti, Cristiana Giordano, Susanna Pollastri, Mauro Centritto, Gian Paolo Accotto, Roberto Tognetti, Francesco Loreto
bioRxiv 477810; doi: https://doi.org/10.1101/477810
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Impact of high phosphorous and sodium on productivity and stress tolerance of Arundo donax plants
Claudia Cocozza, Federico Brilli, Laura Miozzi, Sara Pignattelli, Silvia Rotunno, Cecilia Brunetti, Cristiana Giordano, Susanna Pollastri, Mauro Centritto, Gian Paolo Accotto, Roberto Tognetti, Francesco Loreto
bioRxiv 477810; doi: https://doi.org/10.1101/477810

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