Abstract
Wheat plants are very sensitive to high temperature stress during grain filling. Effects of heat priming applied to the first generation on tolerance of the successive generation to post-anthesis high temperature stress were investigated. Compared with the progeny of non-heat primed plants (NH), the progeny of heat-primed plants (PH) possessed higher grain yield, leaf photosynthesis and activities of antioxidant enzymes and lower cell membrane damage under high temperature stress. In the transcriptome profile, 1430 probes showed obvious difference in expression between PH and NH. These genes were related to signal transduction, transcription, energy, defense, and protein destination and storage, respectively. The gene encoding the lysine-specific histone demethylase 1 (LSD1) which was involved in histone demethylation related to epigenetic modification was up-regulated in the PH compared with NH. The proteome analysis indicated that the proteins involved in photosynthesis, energy production and protein destination and storage were up-regulated in the PH compared with NH. In short, thermos-tolerance was induced through heritable epigenetic alternation and signaling transduction, both processes further triggered prompt modifications of defense related responses in anti-oxidation, transcription, energy production, and protein destination and storage in the progeny of the primed plants under high temperature stress. It was concluded that trans-generation thermo-tolerance was induced by heat priming in the first generation, and this might be an effective measure to cope with severe high-temperature stresses during key growth stages in wheat production.
Keywords: wheat, heat treatment, photosynthesis, antioxidant activity, physiological analysis
Introduction
Wheat is a worldwide staple food crop. However, wheat yield fluctuates largely due to abiotic stress. Along with the global climate change, the occurrences of extreme weather events such as heat and drought stresses have significantly increased, in terms of frequency, extent and duration (Field et al., 2014). In wheat, the optimum growth temperature is around 21°C during reproductive growth (Porter and Gawith, 1999). Temperatures higher than 33°C in this stage lead to significant decline of leaf photosynthesis and imbalance of reductive-oxidative state, reduced grain filling duration, and obvious yield loss (Ugarte et al., 2007; Barlow et al., 2015).
Pre-exposure of plants to mild stress may bring about “stress memory” that facilitates a fast protective response to a subsequent stress event (Bruce et al., 2007; Boyko and Kovalchuk, 2011). Stress memory has been defined as genetic, epigenetic and physiological changes under stress conditions, and it modifies responses to reoccurring stress in the same generation (in-generation) or in the next generation (trans-generation) (Boyko and Kovalchuk, 2011).
In-generation stress memory has been found to be associated with enhanced tolerance to various biotic or abiotic stresses in many plant species (Conrath et al., 2006). Molecular analysis shows that stress memory induced by pathogen attack (Kovalchuk et al., 2003; Conrath, 2011), are associated with epigenetic variations (such as DNA methylation, chromatin remodeling, or small interfering RNAs), signaling proteins accumulation, chromatin modifications, and primary metabolism alterations (Bruce et al., 2007; Conrath, 2011). Our previous study found that moderate heat priming applied before anthesis effectively alleviated the impacts of severe high temperature stress occurring during grain filling. This alleviation was attributed to a lessened damage by oxidative stress at both leaf and sub-cellular levels, and thus a large maintainence of photosynthesis (Wang et al., 2011, 2014a), and to an enhanced carbohydrate remobilization from stems to grains (Wang et al., 2012).
It is very interesting that priming inducing stress tolerance has been shown to persist to the descendants hereby improving tolerance to stress reoccurring in the next generation (Molinier et al., 2006; Ton et al., 2007; Rasmann et al., 2012). This improved stress tolerance is attributed to enhanced expression of salicylic acid mediated defense-related genes (Slaughter et al., 2012), and epigenetic modifications (Pieterse, 2012) in descendants of the primed plants. Besides, it has been proven that trans-generational priming, triggered by bacterial infections, is transmitted by hypomethylation of salicylic acid – dependent genes to the next generation (Luna et al., 2012). In addition, earlier study reported that the progeny of primed Arabidopsis plants are more tolerant to several abiotic stresses, and that the tolerance is related to substantially modified gene expressions, increased homologous recombination frequency, and increased DNA methylation (Boyko et al., 2010). However, the underlying mechanisms of trans-generational stress tolerance induced by priming remain largely unknown (Walter et al., 2011).
In the present study, it was hypothesized that heat primed wheat plants could transfer the high temperature stress memory to their progeny, via modifying expressions of a set of genes and proteins. Namely, the differential expression of genome and proteome would be found in the progeny of the primed plants during high temperature stress and contributed their tolerance to high-temperature stress during grain filling. The effects of trans-generation priming were analyzed at physiological, transcriptomic and proteomic levels and the underlying mechanisms of these effects were discussed.
Materials and Methods
Plant Growth Conditions and Treatments
Pot experiments (25 cm in diameter and 22 cm in depth) were conducted at the Experimental Station of Nanjing Agricultural University, Nanjing, China (32°30′N and 118°42′E). Seeds of a commercial winter wheat (Triticum aestivum L. cv. Yangmai 16) were used in this study. During the first generation, wheat plants were divided into two groups: one group was not primed (N) while the other was heat-primed (P) at pre-anthesis stages (at a day/night temperature of 32/28°C for 2 days at the seven-leaf stage and the nine-leaf stage, respectively) and post-anthesis stage (34/30°C for 7 days started at the 10th day after anthesis, DAA). At maturity, seeds from both groups were harvested.
Plants (the progeny) grown from seeds harvested in each group were further divided in two sub-groups from 10 DAA: one was subjected to high temperature stress at a day/night temperature of 34/30°C, while the other was set at 26/22°C for 6 days. During both priming and high-temperature stress, plants under different treatments were moved into separate growth chambers. The photosynthetically active radiation (PAR) was set at 400 μmol m-2 s-1 with a day/night cycle of 14/10 h. At the end of the priming and high-temperature stress events, plants were moved out of the chambers.
In total four treatments were established: NC, progeny of non-primed plants (N) without post-anthesis high temperature stress; NH, progeny of non-primed plants with post-anthesis high temperature stress; PC, progeny of primed plants (P) without post-anthesis high temperature stress; and PH, progeny of primed plants with post-anthesis high temperature stress. The experiment was arranged in a completely randomized block design with three biological replicates.
Grain Yield
At maturity, plants were harvested and grains were collected. Grain yield per pot and 1000-grain weight were determined. Three pots for each treatment were harvested as three biological replicates.
Photosynthesis
On the last day of the high temperature stress, A/Ci curve (net carbon assimilation rate versus intercellular CO2 concentration) of the flag leaf was measured using a LI-6400 system (LI-COR Biosciences, Lincoln, NE, USA) embedded with the “A/Ci curve” auto-program and equipped with light-emitting diode (LED) source at a light level of 1200 μmol m-2 s-1. Three replicates (leaves) were taken for each treatment. Non-linear regression (Sharkey et al., 2007) was used to estimate the maximum carboxylation velocity of Rubisco (Vmax), the maximum electron transport rate (Jmax), and the saturated net photosynthesis rate (Asat).
Pigments Concentration
The pigments measurements were performed following the method of Wang et al. (2011). Briefly, at the end of high temperature stress, 0.1 g fresh flag leaves were sliced and incubated in 50 ml of acetone and anhydrous extraction solution (1:1). The pigments were extracted at 25°C in dark for 24 h. Chlorophyll and carotenoid concentrations were measured spectrophotometrically (UV-2401, Shimadzu Crop., Japan) at 663, 645, and 470 nm, respectively.
Antioxidant Enzyme Activities and Malondiaidehyde (MDA) Content
Superoxide dismutase and POD were extracted according to Tan et al. (2008). In brief, at the end of high-temperature stress, 0.5 g fresh flag leaves was sliced and homogenized in 5 ml of extraction buffer (50 mM potassium phosphate, pH 7.0, including 0.4% PVP) at 4°C. The extract was then centrifugated at 10, 000 g for 15 min at 4°C. The supernatant was collected for the measurement of enzyme activities and MDA content.
The activities of SOD and POD were assayed according to Tan et al. (2008). In brief, at the end of high-temperature stress, 0.5 g fresh flag leaves was sliced and homogenized in 5 ml of extraction buffer (50 mM potassium phosphate, pH 7.0, including 0.4% PVP) at 4°C. The extract was then centrifugated at 10, 000 g for 15 min at 4°C. The supernatant was collected for the measurement of enzyme activities and MDA content. The activities of SOD and POD were assayed according to Dhindsa et al. (1981).
Transcriptome Analysis
At the end of high temperature stress, fresh flag leaves were used for gene transcriptome analysis with the Affymetrix GeneChips (Affymetrix, Santa Clara, CA, USA). The analysis was conducted in the Capitalbio Corporation in Beijing according to the instructions for Affymetrix (Affymetrix GeneChip Expression Analysis Technical Manual, Affymetrix). GeneChip Operating Software 1.4 was used to analyze the hybridization data under the criteria of at least 2.0-fold changes (log2 values), with a false discovery rate <0.05 at gene expression level. Functional annotation was performed based on Arabidopsis thaliana genome databases.
Proteome Analysis
Protein was extracted using a modified version of the trichloroacetic acid acetone precipitation method as described by Rinalducci et al. (2011). Briefly, at the end of high temperature stress, fresh flag leaves were taken and finely ground in liquid nitrogen, precipitated overnight by addition of 10 volumes of cold acetone containing 10% (w/v) trichloroacetic acid acetone, 1 mM PMSF, and 10 mM DTT at -40°C. The extraction was centrifugated at 20, 000 g for 20 min at 4°C. The pellet was washed three times with cold acetone containing 1 mM PMSF and 10 mM DTT and incubated at -40°C for 1 h. The purified protein pellets were dissolved in lysis buffer containing 7 M urea, 2 M thiourea and 4% (w/v) CHAPS, and were then centrifugated at 30,000 g for 30 min at 4°C. The supernatant was collected and protein concentration was determined by the Bradford method (Branford, 1976). Rehydration, focusing, and strip equilibration were performed according to the procedure developed by Wang et al. (2014b). The two-dimensional gels were stained by silver nitrate according to the method of Lin et al. (2008).
PDQuest software (version 8.0, Bio-Rad) was used for the two-dimensional gel images. Those differentially expressed protein spots with at least 1.5-fold change over the control were used for further analysis. Protein identification was carried out by the MALDI-TOF/TOF mass spectrometer (ABI 4800). The MASCOT database search engine1 was used to search for peptide mass lists from the obtained spectra against the NCBInr database2 according to the procedure of Wang et al. (2014b).
Statistical Analysis
Data were subject to the one-way ANOVA with the Sigmaplot 11.0 (Systat Software). Significantly different means of the measured data were separated at P < 0.05 by the Duncan’s multiple range test.
Results
Progeny of Heat-Primed Plants Was More Tolerant to Post-anthesis High-Temperature Stress
Post-anthesis high-temperature stress caused significant reduction in wheat grain yield and grain weight. However, progeny of primed plants (PH) showed much less losses in grain yield and grain weight than that of the non-primed plants (NH), compared with control NC (Table 1). Similarly, the contents of chlorophyll and carotenoid were much higher in the PH than in the NH plants. In addition, both photosynthetic rate and leaf dry matter remobilization were more active in the PH than in the NH plants. There was no significant difference in Vmax between PH and NH, while Jmax and Asat decreased much more in the NH than in the PH plants. In addition, grain yield, plant dry matter remobilization rate, and photosynthesis related parameters showed no significant differences between the PC and the NC plants.
Table 1.
Measurements | Treatments |
Fold change |
|||
---|---|---|---|---|---|
NC | NH | PH | PC | PH/NH | |
Photosynthesis related parameters | |||||
Chla (mg g-1 fresh weight) | 4.1a | 2.4b | 3.7a | 4.0a | 1.5 |
Car (mg g-1 fresh weight) | 0.72a | 0.53b | 0.61ab | 0.69a | 1.2 |
Vmax (μmol m-2 s-1) | 99.0a | 85.5b | 89.0ab | 97.1a | 1.0 |
Jmax (μmol m-2 s-1) | 123.1a | 97.5b | 128.5a | 125.4a | 1.3 |
Asat (μmol CO2 m-2 s-1) | 32a | 26b | 34a | 32a | 1.3 |
Remobilization amount of pre-anthesis stored dry matter (RAP) | |||||
Leaf RAP (mg stem-1) | 247.7a | 219.3b | 243.2a | 241.0ab | 1.1 |
Stem RAP (mg stem-1) | 229.3a | 198.7b | 210.0b | 231.1a | 1.1 |
Hull and rachis RAP (mg stem-1) | 56.3a | 41.0b | 46.7b | 54.7a | 1.1 |
Grain yield | |||||
Kernels per spike | 34.4a | 31.5a | 31.3a | 32.9a | 1.0 |
Thousand grain weight (g) | 33.7a | 28.3b | 32.9a | 33.7a | 1.2 |
Yield (g/pot) | 8.1a | 5.7b | 7.2a | 7.4a | 1.3 |
Chla, chlorophyll concentration; Car, carotenoid concentration; RAP, Vmax, maximum carboxylation velocity of Rubisco; Jmax, maximum photosynthetic electron transport rate, Asat, saturated net photosynthesis.
Different small letters within a row mean significant difference (P < 0.05).
The activities of SOD and POD respectively decreased by 30.1 and 27.0% in the NH, but increased by 24.1 and 56.4% in the PH, as compared with the NC plants (Figure 1). The content of MDA increased by 29.5% in the NH, but showed no significant change in the PH, as compared to the NC plants. The data implied a lower cell membrane lipid peroxide level in the progeny of the primed plants, which was the result of higher capacity of scavenging reactive oxygen species in the progeny of the primed plants than in progeny of the non-primed plants under post-anthesis high-temperature stress.
Trans-generational Priming Effect Was Related to Transcriptome Modifications
The hierarchical clustering of gene transcription in wheat leaves under post-anthesis high-temperature stress is shown in Supplementary Figure S1. According to the similarities in gene expression patterns, the differentially expressed genes were classified into two groups as the non-high-temperature stress group (NC vs. PC) and the high-temperature stress group (NH vs. PH). In relation to the NC plants, fewer genes were differentially (up- and down-) regulated in the PH than in the NH plants, and more genes were down-regulated in the NH than in the PH plants, as compared with the NC plants (Supplementary Figure S2). This indicated that fewer genes were manipulated in the progeny of the primed plants than in that of the non-primed plants in responding to post-anthesis high-temperature stress. A total of 1430 probes were significantly differentially expressed between PH and NH plants, with 906 up-regulated and 524 down-regulated (Supplementary Table S1). Furthermore, 157 probes were up-regulated while 108 probes were down-regulated in the PC compared to the NC plants (Supplementary Table S2).
The differentially expressed genes between the PH and the NH plants were classified into groups related to energy, epigenetic, signal transduction, defense, metabolism, transporters, transcription, protein destination and storage, cell structure, protein synthesis, cell growth, secondary metabolism based on their biological functions (Bevan et al., 1998), as shown in Supplementary Table S1. The description of the biological function of the differentially expressed genes between the PC and the NC plants is shown in Supplementary Table S2. Moreover, the processes of signal transduction, transcription, energy, defense, and protein destination and storage showed significant difference between the PH and the CH plants (Figure 2).
Signal Transduction Related Genes
Several classes of genes encoding proteins involved in abiotic stress signaling pathways were up-regulated in the PH as compared with the NH plants. These included the genes encoding Ca2+ signaling pathway (Ca2+-binding protein 1, calcium sensing receptor, calcium-binding EF hand family protein, and so on), the mitogen-activated protein kinase cascade (MAP kinase 20), and other protein kinases (protein kinase superfamily protein, membrane protein, and concanavalin A-like lectin protein kinase family protein) (Supplementary Table S1).
The genes encoding hormone-mediated signaling pathways were differently regulated between the PH and the CH plants. Here, the genes encoding ABA mediated signaling pathway (casein kinase 1-like protein and alpha dioxygenase) was differently regulated between the PH and the NH plants. The genes encoding IAA mediated signaling pathway (N-MYC down-regulated-like 1) and the cytokinins mediated signaling pathway (CTK, histidine kinase 3 and Ribosomal protein L6 family) were up-regulated in the PH as compared with the CH plants. The genes encoding ethylene signaling pathway (multiprotein bridging factor 1C) was down-regulated in the PH than in the CH plants. The genes encoding JA biosynthesis pathway (Lipoxygenase 2 and allene oxide cyclase 1, 4) was differently expressed between the PH and the CH plants. At the same time, jasmonate-zim-domain protein 1, a suppressor of JA signaling, was down-regulated in PH, compared with CH. Some other protein kinases (lectin protein kinase family protein, receptor like protein kinase 32, and Leucine-rich receptor-like protein kinase family protein) encoding hormone-mediated signaling pathways were up-regulated in the PH as compared with the NH plants (Supplementary Table S1).
Transcription and Energy Related Genes
The second largest up-regulated group in the PH as compared with the NH plants was the transcription related genes. These included genes involved in RNA binding (ribonuclease T2 family protein, chloroplast stem-loop binding protein, and so on), RNA processing (ribonucleotide reductase 1, U2 small nuclear ribonucleoprotein A, NOP56-like pre-RNA processing ribonucleo protein, D111/G-patch domain-containing protein), splicing [RNA-binding (RRM/RBD/RNP motifs) family protein] and methylation (Arginyl-tRNA synthetase, putative mitochondrial RNA helicase, and so on). Importantly, the genes encoding lysine-specific histone demethylase involved in the chromatin modification and epigenesis were significantly up-regulated in the PH as compared with the NH plants (Supplementary Table S1).
Most genes classified into the energy group were up-regulated in the PH as compared with the NH plants (Supplementary Table S1), e.g., genes encoding the photosynthetic enzymes (PsbQ-like 2, the light harvesting complex of photosystem II,photosystem I light harvesting complex, and so on), glycolysis (aldolase superfamily protein, starch synthase, beta glucosidase, and so on), and ATP production (ATP synthase alpha/beta family protein, ATPase gamma subunit protein, and DEAD/DEAH box helicase).
Redox and Stress Response Related Genes
The anti-oxidation related genes encoding the pyridine nucleo tide-disulphide oxidoreductase family protein, aldehyde dehyd rogenase, ascorbate POD etc., were up-regulated in the PH as compared with the NH plants. The genes encoding the alternative oxidase, POD superfamily protein, glutathione S-transferase family protein etc., were down-regulated in the PH as compared with the NH plants (Supplementary Table S1).
In addition, some abiotic stress responding genes, such as those encoding the drought-responsive family protein, the putative GTP diphosphokinase RSH1 were up-regulated in the PH as compared with the NH plants. The genes in response to cold stress (germin-like protein 4), biotic stress (ribonuclease 1, pathogenesis related protein, and adenine nucleotide alpha hydrolases-like superfamily protein, bifunctional nuclease I), and drought stress (LEA) were down-regulated in the PH as compared with the NH plants (Supplementary Table S1).
Protein Destination and Storage Related Genes
The genes encoding proteinases (cysteine proteinases superfamily protein, amino acid permease 1, and so on) and chaperones (PDI-like 1-4, TCP-1/cpn60 chaperonin family protein, and cyclophilin 38) were up-regulated in the PH as compared with the NH plants (Supplementary Table S1). Some genes encoding the cysteine proteinases superfamily protein and eukaryotic aspartyl protease family protein were down-regulated in the PH as compared with the NH plants. The genes encoding protease inhibitors (serine protease inhibitor, and potato inhibitor I-type family protein), chaperones (chaperone DNAJ-domain superfamily protein, calcium-binding EF-hand family protein, and so on), and heat shock proteins (HSP21, HSP101, HSP70, and so on) were also down-regulated in the PH as compared with the NH plants (Supplementary Table S1).
Trans-generational Priming Effect Was Related to Proteome Modifications
It was found that 15 spots were differentially regulated in the PH and the NH plants under post-anthesis high-temperature stress, of which nine were successfully identified (Supplementary Figure 3). The identified proteins were classified into groups associated with energy, protein destination and storage, metabolism and cell structure (Table 2). Of the nine identified spots, seven were up-regulated in the PH as compared with the NH plants, including spot 1204 (phosphoribulokinase), spot 2403 (ribulose 1,5-bisphosphate carboxylase activase), spots 1703 and 1704 [protein disulphide isomerase (PDI)], spot 3503 (ATP synthase sub-unit beta), spot 3807 (vacuolar proton-ATPase subunit A), and spot 6803 (methionine synthase); the other two were down-regulated, including spot 3806 (HSP70), and spot 4503 (xylose isomerase). Only one spot (1703, PDI) was observed to be down-regulated in the PC as compared with the NC plants.
Table 2.
Spot | PC/NC | PH/NH | Protein name | Taxonomy | GI No. | Theory data (Mr/pI) | Experimental date (Mr/pI) | Score | SC (%) | Classification |
---|---|---|---|---|---|---|---|---|---|---|
1204 | 0.95 | 2.04 | Phosphoribulokinase | Triticum aestivum | 21839 | 45.4/5.8 | 40.5/5.0 | 194 | 8 | Energy |
2403 | 0.94 | 2.02 | Rubisco activase | Hordeum vulgare | 167096 | 47.3/8.6 | 41.2/5.3 | 489 | 18 | Energy |
3503 | 1.01 | 1.51 | ATP synthase subunit beta | Glycine max | 356536246 | 59.9/5.8 | 55.8/5.5 | 434 | 13 | Energy |
3807 | 0.98 | 1.51 | Vacuolar proton-ATPase subunit A | Triticum aestivum | 90025017 | 68.8/5.2 | 73.6/5.5 | 515 | 14 | Energy |
1703 | 0.65 | 2.3 | Protein disulfide isomerase 3 precursor | Triticum aestivum | 13925728 | 56.9/5.0 | 67.5/5.1 | 225 | 10 | Protein destination and storage |
1704 | 0.79 | 2.39 | Protein disulfide-isomerase | Triticum aestivum | 1709620 | 56.7/5.0 | 64.5/5.1 | 83 | 5 | Protein destination and storage |
6803 | 1.01 | 1.51 | Methionine synthase | Hordeum vulgare | 50897038 | 84.8/5.7 | 86.7/6.3 | 204 | 5 | Metabolism |
3806 | 1.01 | 0.49 | HSP70 | Triticum aestivum | 2827002 | 71.4/5.4 | 74.8/5.4 | 586 | 14 | Protein destination and storage |
4503 | 1.12 | 0.47 | Xylose isomerase | Hordeum vulgare | 1296807 | 53.9/5.3 | 55.0/5.7 | 196 | 9 | Cell Structure |
Discussion
It is well accepted that pathogen-induced stress memory can be transferred to descendants in plants (Conrath et al., 2002, 2006; Niinemets, 2010). The epigenetic mechanisms are believed to be involved in the inheritance of tolerance to biotic stress in trans-generational priming (Balmer et al., 2015). To our best knowledge, very few studies have been reported on the trans-generational epigenetic inheritance induced by abiotic stress (Hauser et al., 2011). Thereafter, we primed the wheat plants during the first generation, and then subjected the progeny plants to high-temperature stress during grain filling. The trans-generational alleviation effects of heat priming on high-temperature stress occurring in the next generation were evaluated.
Under high-temperature stress during grain filling, the progeny of the primed plants (PH) showed significantly higher grain yield, which was mainly attributed to the higher grain weight of the primed plants than that of the non-primed plants (NH). The greater grain weight could be resulted from the higher leaf photosynthetic rate and dry matter translocation in the PH than in the NH plants. These results suggested the improved tolerance to high-temperature stress in the progeny of the primed plants than in the progeny of the non-primed plants. Alternatively, the priming effect during the first generation was inherited by their progeny which could enhance their thermos-tolerance.
Epigenetic Modifications
There are growing evidence suggesting that epigenetic processes, including heritable DNA methylation, histone modification or chromatin re-modeling independent of DNA sequence changes (Kouzarides, 2007; Mathieu et al., 2007), are closely related to the transfer of the stress memory to the progeny (Molinier et al., 2006; Bruce et al., 2007; Chinnusamy and Zhu, 2009; Boyko and Kovalchuk, 2011; Iwasaki and Paszkowski, 2014). Lysine-specific histone demethylase 1 (LSD1) is a type of histone demethylases that specifically demethylates histone H3 lysine 4 (H3K4) me1/2 (Shi et al., 2004) and is associated with transcriptional repression and activation in stress response (Yuan et al., 2013). At the same time, changes in nucleic acid gene expression also affect DNA methylation status (Yaish et al., 2009). In this study, the genes encoding LSD1, putative nucleic acid methyl transferases and binding proteins, RNA methyltransferase, and ribosomal RNA FtsJ-like methyltransferase were expressed much higher levels in the progeny of the primed plants than in those of the non-primed plants under post-anthesis high-temperature stress (Table 2). This suggested that the histone demethylation and the global methylation of DNA were involved in the trans-generational memory. Namely, these epigenetic marks enabled the progeny of the primed plants to induce stress related genes to better conquer the high-temperature stress than progeny of the non-primed plants.
Signaling Transduction
The perception and transmission of stress signals are the first and the most important aspects for plant in responses to environmental perturbations. Calcium signaling, receptor-like protein kinases (RLKs) and other protein kinases are believed to play fundamental roles in stress signal transduction processes in plants (Harper et al., 2004). The increased content of cytosolic Ca2+ under higher temperature could be linked to the acquisition of thermo-tolerance by transducing high temperature-induced signals to MAPK (Gong et al., 1997; Larkindale and Knight, 2002; Padmalatha et al., 2012). The up-regulation of genes involved in Ca2+ and MAPK signaling pathways under water deficit suggests the induction of the signaling pathways, which in turn activates stress responsive target genes to overcome drought stress (Zhu, 2002). In agreement with this, here the genes involved in the Ca2+ and MAPK signaling pathways (MAPK 20) were more highly expressed in the PH than in the NH plants, suggesting that the PH plants could better activate the Ca2+ signaling pathways to induce expression of the stress response genes than did the NH plants.
Plant hormones play significant roles in signaling pathway to regulate abiotic stress response in plants, independently, synergistically or antagonistically (Bari and Jones, 2009; Park et al., 2014). ABA induction is an important component of thermo-tolerance response involved in biochemical pathways (Maestri et al., 2002). Casein kinase 1-like (CKL) positively mediate ABA signaling (Cui et al., 2014), but alpha dioxygenase (APD) negatively regulates ABA-mediated signaling pathways. In addition, the circadian clock associated 1 (CCA) (a key phytochrome regulation factor) and bZIPTFs (acting as major transcription factors) regulates the expressions of ABA- dependent genes under abiotic stresses (Fujita et al., 2013). Here, the up-regulated CKL2, CCA1, bZIPTFs and down-regulated APD in the PH compared with the CH plant suggested that the ABA-signaling pathway was induced in progeny of the primed plants.
Histidine kinases (HKs) and ribosomal protein L6 family (RPL) mediate responses to the cytokinin activated signaling pathway (Inoue et al., 2001), and have a positive impact on stress tolerance by influencing many downstream signaling factors (Osakabe et al., 2013). Here, the genes encoding HKs and ribosomal protein L6 family were much highly up-regulated in the PH and in the PC plants as compared with the NH and the NC plants. This suggested that the induced cytokinin signaling pathway in the PH plants might be inherited from their primed parents. The N-MYC down-regulated-like 1, the positive regulators of auxin transport in a G protein mediated pathway (Mudgil et al., 2009), was also up-regulated in the PH as compared with the NH plants.
The above results indicated that the enhanced heat tolerance in the progeny of the primed plants might be related to the induction of expression of genes involved in ABA, cytokinin and auxin signaling transduction pathways.
In addition, JA is reported to be closely related to the heritable tolerance induced by biotic stress (Luna et al., 2012). In this study, lipoxygenase 2 (LOX) and allene oxide cyclase 1 (AOC) involved in the JA biosynthesis, were differently regulated between the PH and the CH plants. However, jasmonate-zim-domain protein 1, the suppressor of JA signaling transduction (Thines et al., 2007), was down-regulated in the PH as compared with the NH plants. This indicated that JA signaling transduction was enhanced in the progeny of the primed plants under post-anthesis high temperature stress.
Multi-protein bridging factor 1C (MBF) involved in the ethylene signaling transduction was down-regulated in the PH as compared with the NH plants. Reversely, genes encoding ethylene-forming enzymes were up-regulated in the PC as compared with the NC. It seemed that the ethylene signaling did not need to be re-triggered in the progenies grown under post-anthesis high-temperature stress, implying the ethylene signaling pathway induced in the parent plants by heat-priming could have been transferred to their progenies.
In literature, the RLK family is commonly recognized as innate immune receptors in plants and is also involved in cell-to-cell signaling processes (Park et al., 2014). The largest subgroup of this family is the leucine rich repeat RLK (LRR-RLKs) family (Gust and Felix, 2014; Halter et al., 2014). Phytosulphokin receptor 1 is a member of the LRR-RLK family (Kwezi et al., 2011). These RLKs with wall-bound extracellular domains may function in sensing the integrity or dynamic status of cell wall (Shiu and Bleecker, 2001). In the present study, genes encoding RLKs and other kinase related proteins (protein kinase, concanavalin A-like lectin protein kinase family protein and membrane protein) were up-regulated in the PH as compared with the NH plants, indicating that up-regulated protein kinase related proteins could confer the progeny of the primed plants more robust response to high-temperature stress than the progeny of the non-primed plants.
Photosynthesis and Detoxification
As the most important factor determining crop yield, photosynthesis is also the most sensitive physiological process to high temperature stress (Salvucci and Crafts-Brandner, 2004). Here, the photosynthesis related genes were significantly up-regulated in the PH plants, consistent with the higher photosynthetic rate in the PH as compared with the NH plants. It has been reported that the disturbed photosynthetic CO2 fixation due to heat stress is resulted from the down-regulation of proteins related to phosphoribulokinase and rubisco activase, the key regulatory enzymes in the Calvin Cycle (Lee et al., 2007). Therefore, higher expressions of phosphoribulokinase and rubisco activase could indicate greater capacities of photosynthesis maintenance and acclimation under heat stress (Zou et al., 2011). In this study, the protein abundance of phosphoribulokinase and rubisco activase was up-regulated in the PH as compared with the NH plants (Table 2). The up-regulated expressions of photosynthesis related genes and proteins were paralleling with the maintenance of photosynthetic capacity in the PH plants (Table 1), suggesting that the protection of photosynthetic process contributed to the trans-generation thermo-tolerance in the progeny of the primed plants.
The high level of ATP synthase subunit beta and vacuolar proton-ATPase subunit A are reported to be closely correlated with the enhanced energy under acclimation to salt stress (Guo et al., 2012). In this study, the ATP synthase subunit beta and vacuolar proton-ATPase subunit A were up-regulated in the PH but down-regulated in the NH plants as compared with the NC plants. This implied that the enhanced energy supply could be induced in the progeny of the primed plants in response to post-anthesis high-temperature stress.
Cellular redox homeostasis has been shown to be crucial in maintaining the normal physiological activity of plants (Sen and Packer, 1996). In the present study, the activities of SOD and POD were much higher in the PH than in the NH plants, leading to a lower cell membrane peroxidation rate in the PH than in the NH plants (Table 1). Accordingly, genes related to oxidation/reduction processes, such as genes encoding APX, GPX and thioredoxin were up-regulated in the PH as compared with the NH plants. APX and GPX can directly detoxify H2O2 to H2O (Mittler, 2002). Our previous studies have demonstrated that APX could serve as the central candidate for drought priming induced tolerance in the same generation in wheat (Wang et al., 2014b). Thioredoxin superfamily protein also plays a crucial role in biological responses against oxidative stress (Tanaka et al., 2000). Here, other enzymes related to oxidation/reduction processes (pyridine nucleotide – disulphide oxidoreductase family protein, and FAD/NAD(P) – binding oxidoreductase family protein) were up-regulated in the PH plants, which was probably related to the requirement for maintaining a better balance between NAD(P) and NAD(P)H for ATP synthesis in the PH as compared with the NH plants.
The POD superfamily are reported to be involved in many functions such as generation and regulation of ROS and oxidation of various substrates, and these PODs are significantly induced by abiotic stress or biotic stress in plants (Passardi et al., 2005). Lactoylglutathione lyase/glyoxalase I family protein is involved in the glutathione-based detoxification of methylglyoxal, a toxic by-product of carbohydrate and amino acid metabolism (Witzel et al., 2009). In this study, the genes encoding POD superfamily protein, glutathione S-transferase family, and lactoylglutathione lyase/glyoxalase I family protein were up-regulated in the NH as compared with the PH plants. In addition, the genes encoding POD superfamily and cytochrome P450, which are involved in the plant defense, were up-regulated in the PC as compared with the NC plants.
Furthermore, aldehyde dehydrogenase, an efficient scavenger of reactive oxygen species and an inhibiting enzyme of lipid peroxidation (Kotchoni et al., 2006), and serine transhydroxymethyltransferase, that is involved in controlling cell damage caused by abiotic stress (Oliveira et al., 2015), both were up-regulated in the PH as compared with the NH plants. Bifunctional nuclease I, which is involved in programmed cell death and senescence (Pérez-Amador et al., 2000), was down-regulated in the PH as compared with the NH plants. These results were consistent with the higher activities of the antioxidant enzymes and lower content of MDA in the PH than in the NH plants. This indicated that the progeny of the primed plants could facilitate positive defense in responses to high-temperature stress through regulation of expression of redox related genes, resulting in less cell membrane damage. It could be inferred from these results that the cellular defense responses might be activated not only via high-temperature stress but also via trans-generational transfer of the priming memory and might be expressed in an accelerated manner after perception and transduction of the high-temperature stress signals, all of which might be a process affected by epigenetic modifications.
Protein Destination and Storage Related Genes
The PDI family, which is traditionally regarded as endoplasmic reticulum (ER) enzyme involved in protein folding, serves as a molecular chaperone and also catalyzes reactions of oxidation and reduction (Porter et al., 2015). In this study, the expression of PDI encoding genes and protein abundance were reduced in the NH plants, but were not significantly affected in the PH plants as compared with the NC controls. The greater maintenance of gene expression and protein abundance of PDI in the PH than in the NH plants indicated that PDI could play important roles in assisting protein folding and in balancing oxidation and reduction in the progeny of primed plants.
Heat shock proteins are crucial in the thermo-protection of plant cells under detrimental heat stress (Iba, 2002). Many studies show that HSPs are molecular chaperones to ensure native configuration and functionality of cell proteins under heat stress. Considerable evidences show that thermo-tolerance acquisition is directly related to the synthesis and accumulation of HSPs (Bruce et al., 2007). HSPs are known to be quite normal proteins in response to heat stress at transcription and protein level in both heat sensitive and tolerant varieties (Wang et al., 2015). In this study, expressions of HSPs encoding genes and abundance of HSP70 protein were up-regulated in both the PH and NH plants as compared with the NC controls. However, the NH plants showed significantly higher expression than did the PH plants. This suggested that the up-regulation of HSP was a common response to heat stress, and that the over-accumulations of HSPs could be related to the much more severe cell damage in the NH than in the PH plants. It might also indicate that the over-expression of HSPs could not be involved in the trans-generational stress memory transfer.
The weak correlation between mRNA expression and protein abundance is found in many studies (Amiour et al., 2012; Fernie and Stitt, 2012). This weak correlation is probably the result of regulatory processes of gene expression, various post-translation modifications and protein degradation (Perco et al., 2010). It may also be attributed to the lower abundance of differently expressed proteins which is not detectable by 2D gel electrophoresis compared with microarray analysis. It has been indicated that genes associated with pathways of JA signaling, SA signaling and histone modifications were involved in trans-generational priming against biotic stresses (a review, see Balmer et al., 2015). Similarly, a number of genes related to the JA signaling and histone modification pathways were also associated with the trans-generational priming against high temperature stress in this study. However, this study did not involve priming in biotic stress and we don’t know if the JA and histone modifications pathways were commonly involved in trans-generational priming under both abiotic and biotic stresses, which may be a topic of research in the future.
Conclusion
In the present study, we observed that thermo-tolerance induced by heat priming during the parental generation could be passed on to the progeny plants to more effectively respond to the successive generation high-temperature stress during grain filling in wheat. This can be exemplified by less grain yield loss, better maintenance of leaf photosynthesis, higher activities of anti-oxidation enzymes, lower cell membrane damage, in the progeny of primed plants than in the progeny of the non-primed plants. The heritable thermo-tolerance induced by priming of the parent generation could activate epigenetic processes and signaling transduction, and trigger modification of stress defense related processes, including the defense, transcription, energy, and protein destination and storage in the progeny of primed plants under high-temperature stress. Trans-generation thermo-tolerance was induced by heat priming in the first generation, and this might be an effective measure to cope with severe high-temperature stresses during key growth stages in wheat production. The supposed mechanisms are shown in Figure 3.
Author Contributions
DJ and QZ designed the experiment. XW and CX performed the experiments, analyzed the data and wrote the manuscript. JC, TD, WC, QZ, and DJ involved in the results discussion and editing the manuscript. All authors read and approved the final manuscript.
Conflict of Interest Statement
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.
Acknowledgments
This study was supported by the National Natural Science Foundation of China (31325020, 31401326, 31471445, 31171484), PAPD, the Specialized Research Fund for the Doctoral Program of Higher Education (20120097110026), the China Agriculture Research System (CARS-03), the Collaborative Innovation Center of Crop Gene Resources, the Jiangsu Collaborative Innovation Center for Modern Crop Production, the National Non-profit Program by Ministry of Agriculture (2014039). We thank Prof. Feirong Gu of the College of Foreign Studies, for the language editing of this manuscript.
Abbreviations
- Asat
Saturated net photosynthesis rate
- Jmax
The rate of electron transport
- MDA
Malonildialdehyde
- POD
Peroxidase
- SOD
Superoxide dismutase
- Vmax
Maximum carboxylation rate allowed by Rubisco
Footnotes
Supplementary Material
The Supplementary Material for this article can be found online at: http://journal.frontiersin.org/article/10.3389/fpls.2016.00501
References
- Amiour N., Imbaud S., Clément G., Agier N., Zivy M., Valot B., et al. (2012). The use of metabolomics integrated with transcriptomic and proteomic studies for identifying key steps involved in the control of nitrogen metabolism in crops such as maize. J. Exp. Bot. 63 5017–5033. 10.1093/jxb/ers186 [DOI] [PubMed] [Google Scholar]
- Balmer A., Pastor V., Gamir J., Flors V., Mauch-Mani B. (2015). The ‘prime-ome’: towards a holistic approach to priming. Trends Plant Sci. 20 443–452. 10.1016/j.tplants.2015.04.002 [DOI] [PubMed] [Google Scholar]
- Bari R., Jones J. D. G. (2009). Role of plant hormones in plant defense responses. Plant Mol. Biol. 69 473–488. 10.1007/s11103-008-9435-0 [DOI] [PubMed] [Google Scholar]
- Barlow K., Christy B., O’Leary G., Riffkin P., Nuttall J. (2015). Simulating the impact of extreme heat and frost events on wheat crop production: a review. Field Crop. Res. 171 109–119. 10.1016/j.fcr.2014.11.010 [DOI] [Google Scholar]
- Bevan M., Bancroft I., Bent E., Love K., Goodman H., Dean C., et al. (1998). Analysis of 1.9 Mb of contiguous sequence from chromosome 4 of Arabidopsis thaliana. Nature 391 485–488. 10.1038/35140 [DOI] [PubMed] [Google Scholar]
- Boyko A., Blevins T., Yao Y., Golubov A., Bilichak A., Ilnytskyy Y., et al. (2010). Transgenerational adaptation of Arabidopsis to stress requires DNA methylation and the function of Dicer-Like proteins. PLoS ONE 5:e9514 10.1371/journal.pone.0009514 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Boyko A., Kovalchuk I. (2011). Genome instability and epigenetic modification-heritable responses to environmental stress? Curr. Opin. Plant Biol. 14 260–266. 10.1016/j.pbi.2011.03.003 [DOI] [PubMed] [Google Scholar]
- Branford M. M. (1976). A rapid and sensitive method for the quantitation of microgram quantities of protein utilizing the principle of protein-dye binding. Anal. Biochem. 72 248–254. 10.1016/0003-2697(76)90527-3 [DOI] [PubMed] [Google Scholar]
- Bruce T. J. A., Matthes M. C., Napier J. A., Pickett J. A. (2007). Stressful “memories” of plants: evidence and possible mechanisms. Plant Sci. 173 603–608. 10.1016/j.plantsci.2007.09.002 [DOI] [Google Scholar]
- Chinnusamy V., Zhu J.-K. (2009). Epigenetic regulation of stress responses in plants. Curr. Opin. Plant Biol. 12 133–139. 10.1016/j.pbi.2008.12.006 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Conrath U. (2011). Molecular aspects of defence priming. Trends Plant Sci. 16 524–531. 10.1016/j.tplants.2011.06.004 [DOI] [PubMed] [Google Scholar]
- Conrath U., Beckers G. J. M., Flors V., García-Agustín P., Jakab G., Mauch F., et al. (2006). Priming: getting ready for battle. Mol. Plant Microbe Ineract. 19 1062–1071. 10.1094/MPMI-19-1062 [DOI] [PubMed] [Google Scholar]
- Conrath U., Pieterse C. M. J., Mauch-Mani B. (2002). Priming in plant-pathogen interactions. Trends Plant Sci. 7 210–216. 10.1016/S1360-1385(02)02244-6 [DOI] [PubMed] [Google Scholar]
- Cui Y., Ye J., Guo X., Chang H., Yuan C., Wang Y., et al. (2014). Arabidopsis casein kinase 1-like 2 involved in abscisic acid signal transduction pathways. J. Plant Interact. 9 19–25. 10.1080/17429145.2012.749433 [DOI] [Google Scholar]
- Dhindsa R. S., Plumb-Dhindsa P., Thorpe T. A. (1981). Leaf senescence: correlated with increased levels of membrane permeability and lipid peroxidation, and decreased levels of superoxide dismutase and catalase. J. Exp. Bot. 32 93–101. 10.1093/jxb/32.1.93 [DOI] [Google Scholar]
- Fernie A. R., Stitt M. (2012). On the discordance of metabolomics with proteomics and transcriptomics: coping with increasing complexity in logic, chemistry, and network interactions scientific correspondence. Plant Physiol. 158 1139–1145. 10.1104/pp.112.193235 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Field C., Barros V., Dokken D., Mach K., Mastrandrea M., Bilir T., et al. (2014). Climate Change 2014: Impacts, Adaptation, and Vulnerability. New York, NY: Cambridge University Press. [Google Scholar]
- Fujita Y., Yoshida T., Yamaguchi-Shinozaki K. (2013). Pivotal role of the AREB/ABF-SnRK2 pathway in ABRE-mediated transcription in response to osmotic stress in plants. Physiol. Plant. 147 15–27. 10.1111/j.1399-3054.2012.01635.x [DOI] [PubMed] [Google Scholar]
- Gong M., Chen S., Song Y., Li Z. (1997). Effect of calcium and calmodulin on intrinsic heat tolerance in maize seedlings in relation to antioxidant system. Aust. J. Plant Physiol. 24 371–379. 10.1071/PP96118 [DOI] [Google Scholar]
- Guo G., Ge P., Ma C., Li X., Lv D., Wang S., et al. (2012). Comparative proteomic analysis of salt response proteins in seedling roots of two wheat varieties. J. Proteomics 75 1867–1885. 10.1016/j.jprot.2011.12.032 [DOI] [PubMed] [Google Scholar]
- Gust A. A., Felix G. (2014). Receptor like proteins associate with SOBIR1-type of adaptors to form bimolecular receptor kinases. Curr. Opin. Plant Biol. 21 104–111. 10.1016/j.pbi.2014.07.007 [DOI] [PubMed] [Google Scholar]
- Halter T., Imkampe J., Mazzotta S., Wierzba M., Postel S., Bücherl C., et al. (2014). The leucine-rich repeat receptor kinase BIR2 is a negative regulator of BAK1 in plant immunity. Curr. Biol. 24 134–143. 10.1016/j.cub.2013.11.047 [DOI] [PubMed] [Google Scholar]
- Harper J., Breton G., Harmon A. (2004). Decoding Ca2+ signals through plant protein kinases. Plant Biol. 55 263–288. 10.1146/annurev.arplant.55.031903.141627 [DOI] [PubMed] [Google Scholar]
- Hauser M. T., Aufsatz W., Jonak C., Luschnig C. (2011). Transgenerational epigenetic inheritance in plants. BBA-Gene Regul. Mech. 1809 459–468. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Iba K. (2002). Acclimative response to temperature stress in higher plants: approaches of gene engineering for temperature tolerance. Annu. Rev. Plant Biol. 53 225–245. 10.1146/annurev.arplant.53.100201.160729 [DOI] [PubMed] [Google Scholar]
- Inoue T., Higuchi M., Hashimoto Y., Seki M., Kobayashi M., Kato T., et al. (2001). Identification of CRE1 as a cytokinin receptor from Arabidopsis. Nature 409 1060–1063. 10.1038/35059117 [DOI] [PubMed] [Google Scholar]
- Iwasaki M., Paszkowski J. (2014). Identification of genes preventing transgenerational transmission of stress-induced epigenetic states. Proc. Natl. Acad. Sci. U.S.A. 111 8547–8552. 10.1073/pnas.1402275111 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Kotchoni S. O., Kuhns C., Ditzer A., Kirch H. H., Bartels D. (2006). Over-expression of different aldehyde dehydrogenase genes in Arabidopsis thaliana confers tolerance to abiotic stress and protects plants against lipid peroxidation and oxidative stress. Plant Cell Environ. 29 1033–1048. 10.1111/j.1365-3040.2005.01458.x [DOI] [PubMed] [Google Scholar]
- Kouzarides T. (2007). Chromatin modifications and their function. Cell 128 693–705. 10.1016/j.cell.2007.02.005 [DOI] [PubMed] [Google Scholar]
- Kovalchuk I., Kovalchuk O., Kalck V., Boyko V., Filkowski J., Heinlein M., et al. (2003). Pathogen-induced systemic plant signal triggers DNA rearrangements. Nature 423 760–762. 10.1038/nature01683 [DOI] [PubMed] [Google Scholar]
- Kwezi L., Ruzvidzo O., Wheeler J. I., Govender K., Iacuone S., Thompson P. E., et al. (2011). The phytosulfokine (PSK) receptor is capable of guanylate cyclase activity and enabling cyclic GMP-dependent signaling in plants. J. Biol. Chem. 286 22580–22588. 10.1074/jbc.M110.168823 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Larkindale J., Knight M. R. (2002). Protection against heat stress-induced oxidative damage in Arabidopsis involves calcium, abscisic acid, ethylene and salicylic acid. Plant Physiol. 128 682–695. 10.1104/pp.010320 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Lee D. G., Ahsan N., Lee S. H., Kang K. Y., Bahk J. D., Lee I. J., et al. (2007). A proteomic approach in analyzing heat-responsive proteins in rice leaves. Proteomics 7 3369–3383. 10.1002/pmic.200700266 [DOI] [PubMed] [Google Scholar]
- Lin J. F., Chen Q. X., Tian H. Y., Gao X., Yu M. L., Xu G. J., et al. (2008). Stain efficiency and MALDI-TOF MS compatibility of seven visible staining procedures. Anal. Bioanal. Chem. 390 1765–1773. 10.1007/s00216-008-1910-6 [DOI] [PubMed] [Google Scholar]
- Luna E., Bruce T. J., Roberts M. R., Flors V., Ton J. (2012). Next-generation systemic acquired resistance. Plant Physiol. 158 844–853. 10.1104/pp.111.187468 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Maestri E., Klueva N., Perrotta C., Gulli M., Nguyen H. T., Marmiroli N. (2002). Molecular genetics of heat tolerance and heat shock proteins in cereals. Plant Mol. Biol. 48 667–681. 10.1023/A:1014826730024 [DOI] [PubMed] [Google Scholar]
- Mathieu O., Reinders J., Caikovski M., Smathajitt C., Paszkowski J. (2007). Transgenerational stability of the Arabidopsis epigenome is coordinated by CG methylation. Cell 130 851–862. 10.1016/j.cell.2007.07.007 [DOI] [PubMed] [Google Scholar]
- Mittler R. (2002). Oxidative stress, antioxidants and stress tolerance. Trends Plant Sci. 7 405–410. 10.1016/S1360-1385(02)02312-9 [DOI] [PubMed] [Google Scholar]
- Molinier J., Ries G., Zipfel C., Hohn B. (2006). Transgeneration memory of stress in plants. Nature 442 1046–1049. 10.1038/nature05022 [DOI] [PubMed] [Google Scholar]
- Mudgil Y., Uhrig J. F., Zhou J., Temple B., Jiang K., Jones A. M. (2009). Arabidopsis N-MYC Downregulated-Like1, a positive regulator of auxin transport in a G protein–mediated pathway. Plant Cell 21 3591–3609. 10.1105/tpc.109.065557 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Niinemets U. (2010). Mild versus severe stress and BVOCs: thresholds, priming and consequences. Trends Plant Sci. 15 145–153. 10.1016/j.tplants.2009.11.008 [DOI] [PubMed] [Google Scholar]
- Oliveira T. M., Silva F. R. D., Bonatto D., Neves D. M., Morillon R., Maserti B. E., et al. (2015). Comparative study of the protein profiles of Sunki mandarin and Rangpur lime plants in response to water deficit. BMC Plant Biol. 15:69 10.1186/s12870-015-0416-6 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Osakabe Y., Yamaguchi-Shinozaki K., Shinozaki K., Tran L.-S. P. (2013). Sensing the environment: key roles of membrane-localized kinases in plant perception and response to abiotic stress. J. Exp. Bot. 64 445–458. 10.1093/jxb/ers354 [DOI] [PubMed] [Google Scholar]
- Padmalatha K. V., Dhandapani G., Kanakachari M., Kumar S., Dass A., Patil D. P., et al. (2012). Genome-wide transcriptomic analysis of cotton under drought stress reveal significant down-regulation of genes and pathways involved in fibre elongation and up-regulation of defense responsive genes. Plant Mol. Biol. 78 223–246. 10.1007/s11103-011-9857-y [DOI] [PubMed] [Google Scholar]
- Park S., Moon J. C., Park Y. C., Kim J. H., Kim D. S., Jang C. S. (2014). Molecular dissection of the response of a rice leucine-rich repeat receptor-like kinase (LRR-RLK) gene to abiotic stresses. J. Plant Physiol. 171 1645–1653. 10.1016/j.jplph.2014.08.002 [DOI] [PubMed] [Google Scholar]
- Passardi F., Cosio C., Penel C., Dunand C. (2005). Peroxidases have more functions than a Swiss army knife. Plant Cell Rep. 24 255–265. 10.1007/s00299-005-0972-6 [DOI] [PubMed] [Google Scholar]
- Perco P., Mühlberger I., Mayer G., Oberbauer R., Lukas A., Mayer B. (2010). Linking transcriptomic and proteomic data on the level of protein interaction networks. Electrophoresis 31 1780–1789. 10.1002/elps.200900775 [DOI] [PubMed] [Google Scholar]
- Pérez-Amador M. A., Abler M. L., Rocher E. J. D., Thompson D. M., Hoof A. V., LeBrasseur N. D., et al. (2000). Identification of BFN1, a bifunctional nuclease induced during leaf and stem senescence in Arabidopsis. Plant Physiol. 122 169–179. 10.1104/pp.122.1.169 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Pieterse C. M. (2012). Prime time for transgenerational defense. Plant Physiol. 158 545 10.1104/pp.112.900430 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Porter B. W., Yuen C. Y., Christopher D. A. (2015). Dual protein trafficking to secretory and non-secretory cell compartments: clear or double vision? Plant Sci. 234 174–179. 10.1016/j.plantsci.2015.02.013 [DOI] [PubMed] [Google Scholar]
- Porter J. R., Gawith M. (1999). Temperatures and the growth and development of wheat: a review. Eur. J. Agron. 10 23–36. 10.1016/S1161-0301(98)00047-1 [DOI] [Google Scholar]
- Rasmann S., Vos M. D., Casteel C. L., Tian D., Halitschke R., Sun J. Y., et al. (2012). Herbivory in the previous generation primes plants for enhanced insect resistance. Plant Physiol. 158 854–863. 10.1104/pp.111.187831 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Rinalducci S., Egidi M. G., Mahfoozi S., Godehkahriz S. J., Zolla L. (2011). The influence of temperature on plant development in a vernalization-requiring winter wheat: a 2-DE based proteomic investigation. J. Proteomics 74 643–659. 10.1016/j.jprot.2011.02.005 [DOI] [PubMed] [Google Scholar]
- Salvucci M. E., Crafts-Brandner S. J. (2004). Inhibition of photosynthesis by heat stress: the activation state of Rubisco as a limiting factor in photosynthesis. Physiol. Plant. 120 179–186. 10.1111/j.0031-9317.2004.0173.x [DOI] [PubMed] [Google Scholar]
- Sen C. K., Packer L. (1996). Antioxidant and redox regulation of gene transcription. FASEB J. 10 709–720. [DOI] [PubMed] [Google Scholar]
- Sharkey T. D., Bernacchi C. J., Farquhar G. D., Singsaas E. L. (2007). Fitting photosynthetic carbon dioxide response curves for C3 leaves. Plant Cell Environ. 30 1035–1040. 10.1111/j.1365-3040.2007.01710.x [DOI] [PubMed] [Google Scholar]
- Shi Y., Lan F., Matson C., Mulligan P., Whetstine J. R., Cole P. A., et al. (2004). Histone demethylation mediated by the nuclear amine oxidase homolog LSD1. Cell 119 941–953. 10.1016/j.cell.2004.12.012 [DOI] [PubMed] [Google Scholar]
- Shiu S.-H., Bleecker A. B. (2001). Plant receptor-like kinase gene family: diversity, function, and signaling. Sci. Signal. 2001:re22 10.1126/stke.2001.113.re22 [DOI] [PubMed] [Google Scholar]
- Slaughter A., Daniel X., Flors V., Luna E., Hohn B., Mauch-Mani B. (2012). Descendants of primed Arabidopsis plants exhibit resistance to biotic stress. Plant Physiol. 158 835–843. 10.1104/pp.111.191593 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Tan W., Liu J., Dai T., Jing Q., Cao W., Jiang D. (2008). Alterations in photosynthesis and antioxidant enzyme activity in winter wheat subjected to post-anthesis water-logging. Photosynthetica 46 21–27. 10.1007/s11099-008-0005-0 [DOI] [Google Scholar]
- Tanaka T., Nakamura H., Nishiyama A., Hosoi F., Masutani H., Wada H., et al. (2000). Redox regulation by thioredoxin superfamily; protection against oxidative stress and aging. Free Radic. Res. 33 851–855. 10.1080/10715760000301361 [DOI] [PubMed] [Google Scholar]
- Thines B., Katsir L., Melotto M., Niu Y., Mandaokar A., Liu G., et al. (2007). JAZ repressor proteins are targets of the SCFCOI1 complex during jasmonate signalling. Nature 448 661–665. 10.1038/nature05960 [DOI] [PubMed] [Google Scholar]
- Ton J., D’Alessandro M., Jourdie V., Jakab G., Karlen D., Held M., et al. (2007). Priming by airborne signals boosts direct and indirect resistance in maize. Plant J. 49 16–26. 10.1111/j.1365-313X.2006.02935.x [DOI] [PubMed] [Google Scholar]
- Ugarte C., Calderini D. F., Slafer G. A. (2007). Grain weight and grain number responsiveness to pre-anthesis temperature in wheat, barley and triticale. Field Crop. Res. 100 240–248. 10.1016/j.fcr.2006.07.010 [DOI] [Google Scholar]
- Walter J., Nagy L., Hein R., Rascher U., Beierkuhnlein C., Willner E., et al. (2011). Do plants remember drought? Hints towards a drought-memory in grasses. Environ. Exp. Bot. 71 34–40. 10.1016/j.envexpbot.2010.10.020 [DOI] [Google Scholar]
- Wang X., Cai J., Jiang D., Liu F., Dai T., Cao W. (2011). Pre-anthesis high-temperature acclimation alleviates damage to the flag leaf caused by post-anthesis heat stress in wheat. J. Plant Physiol. 168 585–593. 10.1016/j.jplph.2010.09.016 [DOI] [PubMed] [Google Scholar]
- Wang X., Cai J., Liu F., Dai T., Cao W., Wollenweber B., et al. (2014a). Multiple heat priming enhances thermo-tolerance to a later high temperature stress via improving subcellular antioxidant activities in wheat seedlings. Plant Physiol. Biochem. 74 185–192. 10.1016/j.plaphy.2013.11.014 [DOI] [PubMed] [Google Scholar]
- Wang X., Cai J., Liu F., Jin M., Yu H., Jiang D., et al. (2012). Pre-anthesis high temperature acclimation alleviates the negative effects of post-anthesis heat stress on stem stored carbohydrates remobilization and grain starch accumulation in wheat. J. Cereal Sci. 55 331–336. 10.1016/j.jcs.2012.01.004 [DOI] [Google Scholar]
- Wang X., Dinler B. S., Vignjevic M., Jacobsen S., Wollenweber B. (2015). Physiological and proteome studies of responses to heat stress duringgrain filling in contrasting wheat cultivars. Plant Sci. 230 33–50. 10.1016/j.plantsci.2014.10.009 [DOI] [PubMed] [Google Scholar]
- Wang X., Vignjevic M., Jiang D., Jacobsen S., Wollenweber B. (2014b). Improved tolerance to drought stress after anthesis due to priming before anthesis in wheat (Triticum aestivum L.) var. Vinjett. J. Exp. Bot. 65 6441–6456. 10.1093/jxb/eru362 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Witzel K., Weidner A., Surabhi G. K., Borner A., Mock H. P. (2009). Salt stress-induced alterations in the root proteome of barley genotypes with contrasting response towards salinity. J. Exp. Bot. 60 3545–3557. 10.1093/jxb/erp198 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Yaish M. W., Peng M., Rothstein S. J. (2009). AtMBD9 modulates Arabidopsis development through the dual epigenetic pathways of DNA methylation and histone acetylation. Plant J. 59 123–135. 10.1111/j.1365-313X.2009.03860.x [DOI] [PubMed] [Google Scholar]
- Yuan L., Liu X., Luo M., Yang S., Wu K. (2013). Involvement of histone modifications in plant abiotic stress responses. J. Integr. Plant Biol. 55 892–901. 10.1111/jipb.12060 [DOI] [PubMed] [Google Scholar]
- Zhu J.-K. (2002). Salt and drought stress signal transduction in plants. Annu. Rev. Plant Biol. 53 247–273. 10.1146/annurev.arplant.53.091401.143329 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Zou J., Liu C., Chen X. (2011). Proteomics of rice in response to heat stress and advances in genetic engineering for heat tolerance in rice. Plant Cell Rep. 30 2155–2165. 10.1007/s00299-011-1122-y [DOI] [PubMed] [Google Scholar]
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