The cold responsive mechanism of the paper mulberry: decreased photosynthesis capacity and increased starch accumulation
© Peng et al. 2015
Received: 31 December 2014
Accepted: 9 October 2015
Published: 5 November 2015
Most studies on the paper mulberry are mainly focused on the medicated and pharmacology, fiber quality, leaves feed development, little is known about its mechanism of adaptability to abiotic stress. Physiological measurement, transcriptomics and proteomic analysis were employed to understand its response to cold stress in this study.
The second to fourth fully expanded leaves from up to down were harvested at different stress time points forthe transmission electron microscope (TEM) observation. Physiological characteristics measurement included the relative electrolyte leakage (REL), SOD activity assay, soluble sugar content, and Chlorophyll fluorescence parameter measurement. For screening of differentially expressed genes, the expression level of every transcript in each sample was calculated by quantifying the number of Illumina reads. To identify the differentially expressed protein, leaves of plants under 0, 6, 12, 24, 48 and 72 h cold stress wereharvested for proteomic analysis. Finally, real time PCR was used to verify the DEG results of the RNA-seq and the proteomics data.
Results showed that at the beginning of cold stress, respiratory metabolism was decreased and the transportation and hydrolysis of photosynthetic products was inhibited, leading to an accumulation of starch in the chloroplasts. Total of 5800 unigenes and 38 proteins were affected, including the repressed expression of photosynthesis and the enhanced expression in signal transduction, stress defense pathway as well as secondary metabolism. Although the transcriptional level of a large number of genes has been restored after 12 h, sustained cold stress brought more serious injury to the leaf cells, including the sharp rise of the relative electrolyte leakage, the declined Fv/Fm value, swelled chloroplast and the disintegrated membrane system.
The starch accumulation and the photoinhibition might be the main adaptive mechanism of the paper mulberry responded to cold stress. Most of important, enhancing the transport and hydrolysis of photosynthetic products could be the potential targets for improving the cold tolerance of the paper mulberry.
KeywordsPaper mulberry Transcriptomics Proteomics Abiotic stress Starch synthesis
The paper mulberry belongs to the family of Moraceae and is naturally distributed in Eastern Asia and pacific countries , which has shallow roots with advanced lateral roots and without an obvious taproot. Because of its fast growth and adaptability, the paper mulberry is commonly used for the ecological afforestation and landscape in both sides of highway, mined areas and on barren land . The surface properties of the leaf powder of paper mulberry is suitable for the metal adsorption process, which makes it as an ideal adsorbent to remove heavy metal ions from aqueous solutions . Due to the high contents of flavonoids and other secondary products, the paper mulberry has long been used in Chinese traditional medicine for the treatment of inflammatory disorders [4–8]. Moreover, ethanol extracts of the paper mulberry can significantly interfere with the development of Plutella xylostella population . The average length of a phloem fiber is 7.45 mm, and that of xylem is 0.58 mm, which makes it an excellent material widely used in papermaking . Many research have been carried out on paper making and medicine, while there are relatively few studies on physiological and molecular mechanisms responded to abiotic stress.
Temperature is still the major factor that significantly affects the distribution of the paper mulberry just as other tree plants [11, 12] especially in Northern China, which presents a challenge to the further exploitation of the paper mulberry for human needs. BpDREB2, cloned from the paper mulberry, can significantly enhance the freezing tolerance of Arabidopsis without causing growth retardation . The molecular mechanism about cold stress tolerance of the paper mulberry has not been studied, which limits its exploitation.
Studies have shown that the transcriptional, post-transcriptional and post-translational regulations of gene expression are critical for the adaptation of cold stress. Because of lacking of the genome reference, the study of tree functional genomics had once been far behind the model plants and crops [14, 15]. However, in the past decade, the development of next-generation sequencing technology has accelerated the process of tree functional genomics research . The deciphering of tree genome, including Populus trichocarpa, Jatropha curcas, Prunus mume and Morus notabilis, make the study of stress responsive mechanisms of trees shift from a single gene to the global genomics, transcriptomics and proteomics. For example, when response to cold stress, total of 21 miRNAs are down-regulated and 9 are up-regulated in Populus tomentosa, which demonstrate that Populus miRNAs play critical roles in the cold stress response . A substantial number of ESTs encoding transcription factors including CBF and high redundancy of genes are identified to be involved in cell protection, dehydrative stress and sugar metabolism from leaves of a cold-acclimated Eucalyptus gunnii . Total of 1,770 differentially expressed transcripts have been identified from Camellia sinensis during cold acclimation, of which 1,168 are up-regulated and 602 down-regulated, including a group of cold sensor or signal transduction genes, cold-responsive transcription factor genes, plasma membrane stabilization related genes, osmosensing-responsive genes, and detoxification enzyme genes . Additionally, most studies have been carried out on model plants Arabidopsis and rice because of their existed large protein sequence database [20–23] and only few studies has been performed in woody plants. Similar to herbaceous plants, poplar exposed to 4 °C accumulated proteins related to ROS scavenge, such as ascorbate peroxidase, thioredoxin and peroxiredoxin . Moreover, the cold treatment on poplar reduced the Fv/Fm ratio, affected the methionine pathway, as well as HSPs and proteins with known membrane-stabilizing properties . For peach bark tissue exposed to 5 °C, the increased proteins are involved in defense response, lignin metabolism, glycolysis and protein metabolism while decreased proteins belong to cytoskeletal organization, defense response and photosynthesis pathway . Proteomics on Picea obovata reveal increased dehydrins, HSP70s, ATPases, lipocalin, cyclophilins, glycine-rich protein and psbP, and decreased malate dehydrogenase, glyceraldehyde-3-phosphatedehydrogenase, methionine sulfoxide reductase and RuBisCO activase .
In this study, we tried to explore the cold stress response mechanism by combining the physiological, transcriptomics and proteomic approaches applied on the paper mulberry seedlings under different stress time. Monitoring the dynamic response process under cold stress provided us the opportunity to discover the candidate gene and the potential pathway in the paper mulberry response to cold stress.
Ultrastructure and physiological changes under cold stress
During the cold stress, the cell membrane showed no obvious change before 12 h (Fig. 1a–c). After 12 h of cold stress, plasma membrane invagination was observed and membrane vesicles were frequently occurred in the vicinity of plasma membrane (Fig. 1d–f). There was obviously damage of the plasma membrane and the tonoplast after cold stress for 24 h. At the 48 h, the tonoplast has been thoroughly ruptured.
At the early stage of cold stress, the chloroplast envelope was well defined and has no significant changes (Fig. 1a–c). After 12 h exposed to cold stress, the chloroplast shape gradually changed from the original shuttle type to the expanding spindle or oblong round. Meanwhile, there was serious damage occurred to the chloroplast membrane structure with low level stacked thylakoid and without the typical grana (Fig. 1d–f).
Another significant change was accumulation of starch grains in chloroplasts throughout the cold period. After 3 h of exposure to cold, cells became enriched with starch grains (Fig. 1b and c). Volume and number of starch grains increased with the prolonged treatment (Fig. 1b–e). Large amounts of starch grains appeared in chloroplasts, almost filling up them (Fig. 1f).
Fv/Fm ratio represents the maximum quantum yield of the primary photochemical reaction of PSII. It is an indicator of the functional state of the photosynthetic apparatus. The initial value of Fv/Fm was 0.77 (Fig. 2b). Then there was a slight decrease of it before 24 h, when the value was 0.61. After that, this value decreased rapidly, reduced by 50 % at 72 h.
Plant responses to cold stress are often related to the accumulation of soluble sugar, which may counteract the osmotic stress caused by cold. In this study, cold induced a significant increase in the concentrations of soluble sugar (Fig. 2c), from 19.3 at control to 40.5 mg/g fresh weight at 24 h, and reached the vertex 47.16 mg/g at 36 h.
To explore the plants defense response when exposed to cold stress, the activity of SOD, one ROS scavenging enzyme was measured (Fig. 2d). There was an increase in SOD activity and it reached the maximum of 32 U/mg proteins at 12 h. After 12 h of cold stress, the SOD activity decreased and became lower than that of control after 48 h.
Transcriptomics of the paper mulberry under cold stress
Summary for the sequencing outcomes and the results of transcriptome assembly
Clean data (Gbp)
Percentage of total data (%)
N50 Length (bp)
Mean Length (bp)
N50 Length (bp)
Mean Length (bp)
N50 Length (bp)
Mean Length (bp)
Total Length (Mbp)
One of the major advances in the past decade of cold tolerance research is the discovery of the cold stress related TFs (transcription factors). In the paper mulberry, total 346 TFs belonged to 35 families were responsive to cold stress (Fig. 5b), including 48 ERFs, 41 bHLHs, 22 C2H2s, 23 MYBs, 16 NACs, 38 WRKYs and so on. Additionally, there were 14 CO-likes, 11 G2-likes, 9 GRASs, 3 GRFs, 12 LBDs, 2WOXs and 3YABBYs, which have been have been characterized primarily for their participation in the regulation of plant development and growth, responded to cold stress in the paper mulberry. The cold stress responded TFs accounted for the 25.9 % of the total TFs of this tree .
Photosynthesis and chloroplasts are highly sensitive to temperatures. Low temperatures usually lead to the inhibition of sucrose synthesis and photosynthesis. There were 472 DEGs directly involved in the photosynthesis and 393 of which exhibited the suppressed expression at 6 h after cold stress (Additional file 5), including DEGs encoding ATP synthase gamma chain, Carbonic anhydrase, Chlorophyll a-b binding protein, Oxygen-evolving enhancer protein, Photosystem I reaction center subunit, Photosystem II reaction center protein, Ribulose-1,5 bisphosphate carboxylase/oxygenase large subunit, Ribulose bisphosphate carboxylase small chain and Thylakoid lumenal protein, etc. Detailed information of photosynthesis pathway in KEGG database also indicated that photosystems I and II (PSI and PSII) were seriously influenced by cold stress (Additional file 6). In addition, the genes encoding chloroplastic ribosomal protein were down-regulated at 6 h of cold stress while the genes encoding cytoplasmic ribosomal protein showed the contrary expression trait (Additional file 7). More important, a total of 47 DEGs for pentatricopeptide repeat-containing protein (PPR) which playing constitutive and essential roles in and chloroplasts development were responsive to cold stress and most of them were seriously repressed (Additional file 8A).
Total 153 DEGs were clustered in the “carbohydrate transport and metabolism” in the COG analysis result and 682 DEGs mapping in KEGG database belonged to the “carbohydrate metabolism” pathway (Fig. 4b and c). As showed in Additional files 8B and 9, many DEGs encoding Glycogen phosphorylase, Sucrose-phosphate synthase, Alpha, alpha-trehalose-phosphate-synthase, 1, 4-alpha-glucan branching enzyme, Starch synthase, Glucose-1-phosphate adenylyltransferase and other starch synthesis key enzymes were up-regulated at the 6 of cold stress. However, the DEGs for the glucose synthesis key enzymes were down-regulated, including UDP-glucose-6-dehydrogenase, Alpha-glucosidase, Beta-fructofuranosidase and Beta-glucosidase.
Cold exposure also can induce distinct changes in membrane composition. In our DGE analysis, total 73 genes responded to cold stress, encoding 3-ketoacyl-CoA synthase (10), 3-oxo-Delta (4, 5) -steroid 5-beta-reductase (4), GDSL esterase/lipase (35), Omega-6 fatty acid desaturase (3), Phospholipase (11) and other lipid metabolism related proteins (Additional file 10). Cold stress plays important impact on the cell wall content and component. In our study, a large number of DEGs were related to cell wall component synthesis, including cell wall-associated hydrolase, cellulose synthase, extensin, expansin, glycine-rich cell wall structural protein, leucine-rich repeat extensin-like protein, pectinesterase/pectinesterase inhibitor, pectate lyase, polygalacturonase and vegetative cell wall protein, most of them exhibited the cold stress induced expression characteristics (Additional file 11).
Many secondary metabolites found in plants have the extensively role in defense against biotic and abiotic stress. The paper mulberry is enriched in phenylpropanoid, alkaloid and flavonoid and so on. There were 78 DEGs encoding cytochrome P450s which were involved in the regulation of secondary metabolism (Additional file 12). ABC transporters largely contribute to membrane transport of endogenous secondary metabolites in the plant body. A total of 16 up-regulated and 16 down-regulated ABC transporter genes were identified in our study (Additional file 13).
The composition of lignin and the amount produced are known to be regulated by environmental factors. In the paper mulberry, many DEGs were annotated to the phenylpropanoid metabolism pathway as well as the lignin synthesis (Additional files 14 and 15). Additionally, there were 51 DEGs were related to flavonoid synthesis, such as chalcone--flavonone isomerase (6), chalcone synthase (11), isoflavone reductase (5), isoflavone 2'-hydroxylase (7), UDP-glucose flavonoid 3-o-glucosyltransferase (12), etc. (Additional file 16). Most of them showed the transient up-regulation at 6 h of cold stress. As for alkaloid metabolism, many DEGs realted to Reticulon-like protein (4), Reticuline oxidase-like protein (4), (S)-N-methylcoclaurine 3'-hydroxylase isozyme (12) and Vinorine synthase (5) (Additional file 17) also had the induced expression.
Cross talk often exists among cold stress and other biotic or abiotic stress. In the paper mulberry, a total of 82 DEGs encoding disease resistance response protein responded to cold stress (Additional file 18). Besides, the expression of DEGs encoding Subtilisin-like protease (16), pathogenesis-related protein (8), pleiotropic drug resistance (16) protein, TMV resistance protein (15) and MLP-like protein (14) and Retrovirus-related Pol polyprotein from transposon (12) were also affected by cold stress (Additional file 19). There were still a large number of unknown gene exhibited the cold response traits in the paper mulberry.
Differential protein species in paper mulberry leaves during cold treatment identified by MALDI-TOF/TOF MS
Expression pattern 0, 6, 12, 24, 48, 72 (h)
Theor. Mr (kDa)/pI
Exp. Mr (kDa)/pI
Anti-oxidation and defense
Methionine sulfoxide reductase
RuBisCO LSU-binding protein
Nucleoside diphosphate kinase group1
Solute inorganic pyrophosphatase
PsbP domain-containing protein 5
oxygen-evolving complex protein 2
Plastid lipid-associated protein 6
Plastid lipid-associated protein 6
Chlorophyll a/b binding protein
Chlorophyll a/b binding protein
heat shock protein 70 isoform 1
Heat shock protein 90
Prefoldin subunit 2
Protein TIC 62
Transcription and Translation
Elongation factor Tu
Elongation factor Tu
RNA binding protein
According to multivariate analysis with a factor reduction to the 38 differential spots, a general picture of the main variation and of interrelation between spots had been depicted. The first 18 and 17 PCs accounted for 100 % of the variability of gels and differential spots, respectively (Additional file 22). By employing PC1 and PC2 in 2-D plot, gels from the same cold treatment clustered together and could be effectively separated from the other (Additional file 23A). Briefly, samples of 6 h were more closely related to the control. Samples of 12 h treatment formed a cluster, and the other three treated samples were nearer to each other. From this 2-D plot, we can infer that protein abundance changes in response to cold mainly occurred after 12 h and the changes are more similar from 24 h to 72 h. From the 2-D plot projected by protein spots (Additional file 23B), it can be seen that the responsive proteins largely followed into five groups.
As shown in Additional file 24, the accurate of RNA-seq was confirmed by q-PCR. However, some of the proteomics change patterns were not identical with the gene expression profile. The gene expression patterns of 23 genes were similar with that of proteomics data, including all of the genes involved in Calvin cycle and Citrate cycle. The gene expression patterns of other 11 genes were inconsistent with that of proteomics accumulation profile, distributed in Anti-oxidation and defense (3), Glycolysis (1), Photosynthesis (2), Protein processing (2) and Transcription and Translation (3). Of these 11 genes, there was no transcriptional expression difference of T2-33383 (GAPDH), T7-22889 (Prf), T7-29172 (EF-Tu) and T5-14977 (PAP) whereas their protein was accumulated or decreased under cold stress. The inconsistent changes between the transcriptional and proteomic data suggested there were more sophisticated regulation and modification in the post-transcription and the post-translation.
The impaired cell membranes and the remodeled cell wall under cold stress
Plants may sense low temperature through changes in the physical properties of membranes, because membrane fluidity is reduced during cold stress . According to our results, the cellular ultrastructure was deeply affected after 12 h cold stress (Fig. 1), just as that plasma membrane invagination was frequently observed . One particular observation was the accumulation of vesicles. The increased vesicularization during cold stress can be an indicator of progressive membrane damage as reported under other stress situations . Impairment of membrane led to leakage of ions from cytosol through cell membranes. The change curve of the REL shown in Fig. 2a indicated that cold stress leading to a slight change of membrane stability from 3 to 24 h and the followed drastically increase elucidated that severe membrane damage had occurred after 24 h.
Transcript levels associated with lipid metabolism genes are generally suppressed by low temperature . However, some evidence derived from Arabidopsis shows that a number of lipid catabolism enzymes are activated by a fall in temperature, and this is followed by a rise in the amount of free fatty acids present . Based on our transcriptomics result (Additional file 10), most of lipid metabolic genes were down-regulated while some genes were up-regulated suggesting the slowed lipid metabolism process.
Extensin play an important structural role in the acclimation of cold stress, by increasing rigidity of the cell wall and thereby increasing resistance to collapse caused by freeze-induced dehydration . In our study, a large number of DEGs encoding extensin, expansin as well as other cell wall related proteins were up-regulated (Additional file 11). In addition, the cellulose synthesis was also increased because of many up-regulated cellulose synthase. Therefore, we inferred that, during cold stress, the cell wall of the paper mulberry experienced the confrontation between loosening and rigidifying. Finally, the cell wall architecture of the paper mulberry was reconfigured to adapt to cold stress.
The defense response of the paper mulberry under cold stress
One biochemical change occurring when plants are subjected to abiotic stress is the accumulation of excessive ROS . During the course of evolution, plants have evolved a series of antioxidants to scavenge excess ROS and maintain a cellular redox balance . SOD is providing one of the first lines of defense against the toxic effects of ROS, catalyze the formation of H2O2 and O2. H2O2 produced is then scavenged by CAT and a variety of peroxidases. In this work, the SOD activity reached vertex at 12 h, indicating its key role in ROS scavenges (Fig. 2d).
Phytohormones, such as ABA, auxin, BR, CK, ETH, GA, JA and SA have been shown to play an important role in mediating ROS and other cold stress signals . The ABA level increases in response to cold stress and the CBF genes can be induced by exogenous ABA. The cold response has been reported to involve both ABA-dependent and independent pathways . Recent studies demonstrate that protection against cold stress-induced oxidative damage involves kinase, calcium and phytohormones. Calcium, ABA, SA and ETH are also shown to enhance the activities of different ROS-scavenging enzymes under cold stress, suggesting the complex and essential roles for these signaling pathways in acquired cold tolerance.
Recent studies have shown that ROS also plays a key role in plants as signal transduction molecules in mediating responses to environmental stresses . ROS sensors could be activated to induce signaling cascades that ultimately impinge on gene expression . Several studies have indicated that HSFs (heat shock transcription Factors) and HSPs (heat shock proteins) are involved in the sensing of ROS . There were 9 HSPs, 9 HSFs and many ERFs responded to cold stress in the paper mulberry (Fig. 5), suggesting their potential roles in the ROS signaling pathway. Further studies are needed to elucidate the cause-and-effect relationships between ROS, phytohormones, calcium and kinase during cold stress.
Besides, cold stress has been shown to enhance the transcript, protein, and activity of different ROS-producing or scavenging enzymes, including APX (ascorbate peroxidase), AOX (ascorbate oxidase), G-6-PD (glucose-6-phosphate dehydrogenase), GST (glutathione S-transferase), GR (glutathione reductase), GP (glutathione peroxidase), MDAR (monodehydroascorbate reductase), respiratory burst oxidase, oxygen-evolving enhancer protein, Peroxidase and so on [38, 39]. Recent studies have emphasized that respiratory burst oxidase homologues (RBOHs) are the key signaling nodes in the ROS gene network. There were 5 RBOHs up-regulated at 6 h after cold stress in the paper mulberry, which implied their important roles in the ROS signal transduction. In addition, total of 35 peroxidases, 9 HSPs, 11 peroxisomal related proteins, 4 G-6-PDs, 4 APXs, 16 GSTs, 1 GP, 1 GR, 1 MDAR and 5 other genes were involved in the ROS signaling pathway in the paper mulberry under cold stress.
Prxs are ubiquitous thioredoxin-or glutaredoxin-dependent peroxidases which destroy peroxides  and play a crucial role in the antioxidant defense of plant cells . During cold stress in the paper mulberry, Prxs were accumulated and this increase was not accompanied with its transcript, which may be due to an enhancement of Prx translation.
APX, combined with the effective AsA-GSH cycle functions to prevent the accumulation of toxic H2O2 in photosynthetic organisms . Similarly, APX showed a declined level in present study. This has also been reported in chickpea under cold stress . Simultaneous up and down regulation in different APX isoenzymes were also detected under cold stress, indicating the functionally different APXs [44, 45]. It has been reported that chlAPX in transgenic tobacco under high light and drought conditions are completely inactivated, while the initial activity of SOD is maintained , suggesting that APX is much more susceptible to oxidative stress than some other ROS-scavenging enzymes. Besides, antioxidant enzymes MSR also decreased, which was the same case as poplar . MSR, reducing methionine sulfoxide to methionine, can restore the activity of proteins and plants overexpressing of the gene has a higher resistance to chloroplastic oxidative damage . The change in the abundance of the different antioxidant enzymes exemplified cold induced proteome remodeling.
Chloroplast structure and photosynthetic rate were seriously affected by cold stress
It has been shown that temperature and light intensity changes trigger an imbalance between the energy absorbed in the light phase of photosynthesis and its consumption in photosynthetic metabolism, and affect the relative redox state of PSII . In Anthurium, photosynthesis pathway is significantly enriched after 1 h cold treatment, suggesting a role in early response to low temperature . About 50 % of the differentially changed proteins directly involve in the process of photosynthesis before and during cold acclimation in meadow fescue . In barley, it has been reported that light and photosynthetic activity play the major role in frost resistance under cold conditions .
According to the analysis of the DEGs involved in the photosynthesis or chloroplasts, we found that 393 DEGs exhibited the suppressed expression at 6 h after cold stress in the paper mulberry. In addition, the genes encoding chloroplastic ribosomal protein were down-regulated, which suggested the protein translation were decreased in the chloroplast. The decreased efficiency of photosystems could also be explained by a degradation of some photosynthetic proteins, including RuBisCO LSU (spot 2 and 7), CAB (spot 30), OEC (spot 33), psbP (spot 20). PsbP proteins are extrinsic subunits of PSII and function in the stability of the water-oxidizing complex of PSII during cold stress . Plants lacked psbP show a marked decrease in the quantum yield evaluated by chlorophyll fluorescence and are hypersensitive to light . The 8 h of 4 °C treated chickpea had the decreased PsbP  while freezing tolerant species Picea obovata had the increased one . In the present study, PsbP protein showed a constant decrease with duration of cold treatment and little detection at later time points, suggesting they were hyper sensitive to cold, which might be one potential target for molecular breeding. Another component of electron transfer chain OEC disappeared, also suggesting the disturbed electron transfer. Besides, the association of PAP with lipids involved in the structural stabilization of thylakoid membranes under abiotic stress . Both two PAP spots (22, 24) accumulated, suggesting its protection role on the chloroplast membrane system.
The maximal photochemical efficiency Fv/Fm is inversely proportional to the PS IIdamage . In the present study, this value slightly decreased before 24 h, suggesting a relatively stable photosystem. However, after 24 h stress, there was a sharp decline, with Fv/Fm reduced to 50 % at 72 h. These result supported the fact that the chloroplast development of the paper mulberry leaf was seriously affected by cold stress (Fig. 1). Researches on rice show that the Fv/Fm value is reduced by 75 % after 24 h of 4 °C treatment . For Arabidopsis, the value is reduced by 25 % after 5 °C treatment for 24 h and 75 % after treatment for 72 h . Thus we inferred that paper mulberry was not so cold tolerance as the two herbaceous plants though it exhibits more tolerance to the short-term cold stress.
Another remarkable event occurred in chloroplast is the accumulation of starch grains (Fig. 1), which appears to result from an imbalance between photosynthate production and export. Low temperature might cause reversible down-regulation of PSII through the dissipation of excess absorbed energy and damage to reaction center proteins and subsequent inhibition of the photosynthetic capacity, namely photoinhibition . Photoinhibition may generate ROS, which cause destruction of the photosynthetic apparatus and damage of whole cells. To avoid this, plants need to seek balance between light energy absorption and utilization via two main strategies: either by increasing light energy dissipation or by increasing the intensity of light energy consumption . The CAB polypeptides are major constituents of the light harvesting complex of thylakoid membranes . The enhanced level of CAB (spot 27) might function by dissipating the excess amount of energy in the paper mulberry. One possible regulatory mechanism of Chl a/b complexes is the aggregation of energy-dissipating pigments contributing to non-photochemical quenching and protecting the photosynthetic apparatus from damage due to excess light energy . Besides, PSI is known to bind approximately half of the chlorophyll in leaves . These results suggested an imbalance between the capacity for harvesting light energy and the capacity to consume this energy on metabolic activity occurs in the paper mulberry leaves under cold stress.
Many DEGs encoding Glycogen phosphorylase, Sucrose-phosphate synthase, Alpha, alpha-trehalose-phosphate-synthase, 1, 4-alpha-glucan branching enzyme, Starch synthase, Glucose-1-phosphate adenylyltransferase and other starch synthesis key enzymes were up-regulated at the 6 of cold stress. However, the DEGs for the glucose synthesis key enzymes were down-regulated, including UDP-glucose-6-dehydrogenase, Alpha-glucosidase, Beta-fructofuranosidase and Beta-glucosidase. Additionally, plant cells can maintain photostasis under cold by increasing electron sink capacity through up regulation of CO2 assimilation and carbon metabolism . The proteomic results in our study showed that some carbon metabolism related enzymes are accumulated (Table 2). Chill-induced loss of RuBisCO activity (RA) plays a vital role in the response of photosynthesis to temperature . RA levels increased during cold treatment enhance CO2 fixation. RuBisCO LSU binding protein has a role in preventing the irreversible aggregation or promoting the correct folding of proteins . The increase in binding protein is needed to protect RuBisCO from degradation or allow the assembly of more RuBisCO holoenzymes, suggesting the maintenance of Calvin cycle under low temperature. These supported the result that starch was accumulated when the paper mulberry exposed to cold stress.
Additionally, it has been proposed that up-regulation of catabolic pathways could be observed under cold . There were four enzymes involved in catabolism, including GAPDH, enolase, fumarase and MDH (Table 2). Produced energy by catabolism was required for reinforcing plant resistance to cold stress or compensating the reduced enzyme activity caused by cold. So, this could be accounting for the increase of the soluble sugar at the early stage of cold stress (Fig. 2c). Similarly, starch and soluble sugar of the winter wheat and other herbs accumulate in parallel in early autumn cold acclimation, and when at lower temperature, starch hydrolysis with increased soluble sugar content, suggest that the early accumulation of polysaccharides is used for improving the soluble sugar content in late winter. Besides, these enzymes may also function in another way. Studies on Arabidopsis have revealed that enolase of nucleus functioned as a transcriptional repressor of STZ/ZAT10, a repressor of CBF/DREB1 pathway , by which enolase indirectly activated CBF regulon. Therefore, enolase plays an important role not only in energy metabolism, but also in regulating cold related gene expression.
fUnder normal condition, starch was of sucrose synthesis and photosynthesis. The decline in the rate of photosynthesis leads to the triose phosphate from the RPP cycle (reductive pentose phosphate cycle) transported for starch synthesis. Meanwhile, the photosynthetic fixation of CO2 is very limited under low temperatures, photoinhibition occurs even under relatively low irradiance [67, 68]. During low temperature stress or cold acclimation, spring as well as winter wheat exhibited a decreased abundance of starch and increased levels of sucrose even though the starch and soluble sucrose all accumulate simultaneously at the early stage of cold accumulation . It is well known that sucrose is the free sugar commonly accumulated in response to low temperature and probably results from the differential low-temperature sensitivity of the enzymes of starch, sucrose and fructan metabolism . Starch tests also show that the starch content of L. lancifolium leaves increase at the early cold treatment, and fell during subsequent cold stress as it is degraded into soluble sugar, which account for that a subset of starch metabolism enzyme genes display a highly specific up-regulation response to cold stress . Although there are repeated reports demonstrating that chilling injury caused reduced size and number of starch granules , care must be taken to avoid confusing chilling injury with cold adaptation. Chilling injury inevitably affects photosynthesis, hampering photosynthate production. While starch accumulation was also found in cold-stressed Chlamydomonas reinhardtii, suggesting it is a quick adaptive mechanism as a metabolic switch for storage compound synthesis . Diagrammatic summary of cellular metabolic and regulatory pathways in Arabidopsis shows that photosynthetic light reactions, Calvin cycles, starch synthesis in the chloroplast, the photorespiration in the peroxisome and mitochondrion, sucrose synthesis, glycolysis, cell wall synthesis in the endoplasmic are up-regulated whereas water transport, ethylene synthesis in vacuole and cytosol are down-regulated by light  and HY5 is the convergence point of light and multiple hormone signaling pathways .
In conclusion, the ultrastructure observation, physiological measurement, transcriptomics and proteomic analysis allowed us to draw a global cold responsive mechanism of the paper mulberry. The evidences in present study suggested the malfunction of chloroplast, the decreased photosynthetic capacity, the accumulated starch and the reconfiguration of cell wall and membrane in the paper mulberry leaf under cold stress. We inferred that the young seedlings of paper mulberry couldn’t resist the long cold stress, which might account for that there was no distribution in Northern China. Our study could serve as a valuable resource for molecular breeding of the paper mulberry to enhance the tolerance and the growth ability of the tree under cold stress.
Plant material, transmission electron microscope (TEM) observation
Clonal plantlets of the paper mulberry, regenerated from the young leaves, were cultured on MS culture media (Murashige and Skoog) at 26°C and a 14/10 h photoperiod (day/night). Three month old plantlets with the same crown size and equal height were chosen and moved into growth chambers for cold stress (4 °C). The mixed sampling strategy has been adopted to eliminate differences between individuals in our study. In addition, the control in this paper is just same one in previous study .
The second to fourth fully expanded leaves from up to down were harvested at different time points for the following studies. Thin leave of control and stressed seedlings (0, 3, 6, 12, 24, and 48 h), fixed in 3 % glutaraldehyde in phosphate buffer (0.1 M, pH 7.0–7.2) for 1.5 h at room temperature, were dehydrated to propylene oxide and embedded in Spurr’s epoxy medium. Ultrathin sections (60 nm thick) were stained with uranyl acetate and lead citrate. TEM observations were made on a JEM-1230 TEM with the accelerating voltage of 80 kV (Japan electron optics laboratory co., LTD, Japan).
Physiological characteristics measurement
The relative electrolyte leakage (REL) assay was performed according to the protocol previously described . The SOD activity assay was carried out according to the reference . Soluble sugar content was measured by Anthrone Colorimetry. Chlorophyll fluorescence parameter was determined in the second fully expanded intact leaves from each plant after 20 min of dark adaptation with an IMAGING-PAM Chlorophyll Fluorometer (Heinz Walz GmbH, Effeltrich, Germany).
fThe libraries were prepared according and 24 h cold stress were used for total RNA isolation. The quality and purity of RNAs were assessed with OD260/230 ratio and RNA integrity number (RIN) by using the NanoDrop 2000 (Thermo Fisher, Waltham, USA ) and the Agilent 2100 Bioanalyzer (Agilent Technologies, Santa Clara, USA), respectively.
The libraries were prepared according to our former study . Raw sequence data were generated by the Illumina pipeline and are available in NCBI’s Short Read Archive (SRA) database under accession number accession number SRP029966. All of the clean reads were pooled together and assembled to form the global transcriptome of the paper mulberry. Besides, to obtain the transcriptome of each sample, raw data was also assembled respectively for each sample (Table 1). The functional annotation of all unigenes and DEGs were annotated as our former study .
The expression level of every transcript in each sample was calculated by quantifying the number of Illumina reads that mapped to transcriptome of paper mulberry. The raw gene expression counts were normalized using the RPKM (Reads per kb per million reads) value. For screening of differentially expressed genes, p value corresponds to differentially expressed genes (DEGs) was obtained via a general Chi squared test that was performed by using IDEG6 (http://telethon.bio.unipd.it/bioinfo/IDEG6/). The threshold of p value in multiple tests was checked through manipulating the false discovery rate (FDR) value. Among the five samples, the transcripts with the highest RPKM value more than 5 and the ratio of RPKM between samples of more than 3 (Fold change ≥3) and an FDR ≤0.01 were considered to have significant changes in expression in response to cold stress. The Multiexperiment Viewer (v4.9) was used to make the heat map and expression classification. The COG, GO and KEGG enrichment functional annotations of DEGs were performed using the methods as described above.
fResults for the control and cold stress samples, 24, 48 and 72 h cold stress were harvested for proteomic analysis. For each protein sample, 300 mg of leaves was used. The protein extraction was performed using a TCA/acetone method . Protein concentration was determined according to Bradford method . The protocols for SDS-PAGE, 2-DE images analysis, differentially expressed protein spots identification were the same as the former study . Three independent protein samples were extracted for each treatment with each sample.
Results for the control and cold stress samples were analyzed for differences using the analysis of variance (ANOVA, P < 0.05). Protein spots were selected when a significant variation existed as compared with the control in at least one time point. The isoelectric point and molecular weight of proteins of interest were calculated according to the instruction. Besides, principal component analysis (PCA) was performed, three replicated gels of each treatment were projected on the factor plane to assess the gel repetition, and the differential expressed proteins were projected on the factor plane to view the global spots distribution pattern. Differentially expressed protein spots were clustered with Cluster 3.0 and plotted with Java Treeview software. Protein identification was performed by searching in the non-redundant NCBI database using the MASCOT software package.
Validation by qPCR
fThe detailed characterization of the GO function the DEG results of the RNA-seq and the proteomics data. RNA used for validation was the same as that for RNA-seq. Gene-specific primers were designed using the Primer 5 program and are listed in Additional file 25. QPCR reaction conditions and volume was performed as described by our former study . The expression level of actin gene was used as a control.
This work was supported by Huimin Technology Demonstration Project of the National Modern Agricultural Science and Technology Achievements City (Z151100001015008), Knowledge Innovation Program through the Chinese Academy of Sciences (KZCX2-YW-359-2) and the National Natural Science Foundation of China (31270653).
Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated.
- Peng X, Teng L, Wang X, Wang Y, Shihua S. De novo assembly of expressed transcripts and global transcriptomic analysis from seedlings of the paper mulberry (Broussonetia kazinoki x Broussonetia papyrifera). PLoS One. 2014;9(5):e97487.View ArticleGoogle Scholar
- Wang J, Liu J, Peng X, Ni Z, Wang G, Shen S. Applied hybrid paper mulberry in ecological virescence of the coastal saline. Tianjin Agric Sci. 2014;20(02):95–101.Google Scholar
- Nagpal UM, Bankar AV, Pawar NJ, Kapadnis BP, Zinjarde SS. Equilibrium and kinetic studies on biosorption of heavy metals by leaf powder of paper mulberry (Broussonetia papyrifera). Water Air Soil Pollut. 2011;215(1–4):177–88.View ArticleGoogle Scholar
- Mei RQ, Wang YH, Du GH, Liu GM, Zhang L, Cheng YX. Antioxidant Lignans from the Fruits of Broussonetia papyrifera. J Nat Prod. 2009;72(4):621–5.Google Scholar
- Ko HH, Chang WL, Lu TM. Antityrosinase and antioxidant effects of ent-kaurane diterpenes from leaves of Broussonetia papyrifera. J Nat Prod. 2008;71(11):1930–3.View ArticlePubMedGoogle Scholar
- Sun J, Zhang CS, Yu LN, Bi J, Liu SF, Zhu F, et al. Antioxidant activity and total phenolics of Broussonetia papyrifera flower extracts. Appl Mech Mater. 2012;140:263–7.View ArticleGoogle Scholar
- Tsai FH, Lien JC, Lin LW, Chen HY, Ching H, Wu CR. Protective effect of Broussonetia papyrifera against hydrogen peroxide-induced oxidative stress in SH-SY5Y cells. Biosci Biotechnol Biochem. 2009;73(9):1933–9.View ArticlePubMedGoogle Scholar
- Ryu HW, Curtis-Long MJ, Jung S, Jeong IY, Kim DS, Kang KY, et al. Anticholinesterase potential of flavonols from paper mulberry (Broussonetia papyrifera) and their kinetic studies. Food Chem. 2012;132(3):1244–50.View ArticleGoogle Scholar
- Wei H, Hou Y, Yang G, You M. Repellent and antifeedant effect of secondary metabolites of non-host plants on Plutella xylostella. Ying yong sheng tai xuebao. 2004;15(3):473–6.Google Scholar
- Xue C-y, HE W-m, ZHANG R-l. The Wood Characteristic and pulping performance of plantation paper mulberry. China Pulp Paper 2006;9:000.Google Scholar
- Yadav SK. Cold stress tolerance mechanisms in plants. A review. Agron Sustainable Dev. 2010;30(3):515–27.View ArticleGoogle Scholar
- Song Y, Chen Q, Ci D, Zhang D. Transcriptome profiling reveals differential transcript abundance in response to chilling stress in Populus simonii. Plant Cell Rep. 2013;1–19.Google Scholar
- Sun J, Peng X, Fan W, Tang M, Liu J, Shen S. Functional analysis of BpDREB2 gene involved in salt and drought response from a woody plant Broussonetia papyrifera. Gene. 2013;535(2):140–9.View ArticlePubMedGoogle Scholar
- Joosen RV, Lammers M, Balk PA, Brønnum P, Konings MC, Perks M, et al. Correlating gene expression to physiological parameters and environmental conditions during cold acclimation of Pinus sylvestris, identification of molecular markers using cDNA microarrays. Tree Physiol. 2006;26(10):1297–313.View ArticlePubMedGoogle Scholar
- Song Y, Chen Q, Ci D, Zhang D. Transcriptome profiling reveals differential transcript abundance in response to chilling stress in Populus simonii. Plant Cell Rep. 2013;32(9):1407–25.View ArticlePubMedGoogle Scholar
- Resende MD, Resende MF, Sansaloni CP, Petroli CD, Missiaggia AA, Aguiar AM, et al. Genomic selection for growth and wood quality in Eucalyptus: capturing the missing heritability and accelerating breeding for complex traits in forest trees. New Phytologist. 2012;194(1):116–28.View ArticlePubMedGoogle Scholar
- Chen L, Zhang Y, Ren Y, Xu J, Zhang Z, Wang Y. Genome-wide identification of cold-responsive and new microRNAs in Populus tomentosa by high-throughput sequencing. Biochem Biophys Res Commun. 2012;417(2):892–6.View ArticlePubMedGoogle Scholar
- Keller G, Marchal T, SanClemente H, Navarro M, Ladouce N, Wincker P, et al. Development and functional annotation of an 11,303-EST collection from Eucalyptus for studies of cold tolerance. Tree Genet Genom. 2009;5(2):317–27.View ArticleGoogle Scholar
- Wang X-C, Zhao Q-Y, Ma C-L, Zhang Z-H, Cao H-L, Kong Y-M, et al. Global transcriptome profiles of Camellia sinensis during cold acclimation. BMC Genomics. 2013;14(1):415.PubMed CentralView ArticlePubMedGoogle Scholar
- Heidarvand L, Maali-Amiri R. Physio-biochemical and proteome analysis of chickpea in early phases of cold stress. J Plant Physiol. 2013;170(5):459–69.View ArticlePubMedGoogle Scholar
- Hashimoto M, Komatsu S. Proteomic analysis of rice seedlings during cold stress. Proteomics. 2007;7(8):1293–302.View ArticlePubMedGoogle Scholar
- Goulas E, Schubert M, Kieselbach T, Kleczkowski LA, Gardeström P, Schröder W, et al. The chloroplast lumen and stromal proteomes of Arabidopsis thaliana show differential sensitivity to short‐and long‐term exposure to low temperature. Plant J. 2006;47(5):720–34.View ArticlePubMedGoogle Scholar
- Bae MS, Cho EJ, Choi EY, Park OK. Analysis of the Arabidopsis nuclear proteome and its response to cold stress. Plant J. 2003;36(5):652–63.View ArticlePubMedGoogle Scholar
- Renaut J, Lutts S, Hoffmann L, Hausman JF. Responses of poplar to chilling temperatures: Proteomic and physiological aspects. Plant Biol. 2004;6(1):81–90.View ArticlePubMedGoogle Scholar
- Sergeant K, Kieffer P, Dommes J, Hausman J-F, Renaut J. Proteomic changes in leaves of poplar exposed to both cadmium and low-temperature. Environ Exp Bot. 2014;106:112–23.View ArticleGoogle Scholar
- Renaut J, Hausman J-F, Bassett C, Artlip T, Cauchie H-M, Witters E, et al. Quantitative proteomic analysis of short photoperiod and low-temperature responses in bark tissues of peach (Prunus persica L. Batsch). Tree Genet Genomes. 2008;4(4):589–600.View ArticleGoogle Scholar
- Kjellsen TD, Shiryaeva L, Schröder WP, Strimbeck GR. Proteomics of extreme freezing tolerance in Siberian spruce (Picea obovata). J Proteomics. 2010;73(5):965–75.View ArticlePubMedGoogle Scholar
- Xianjun P, Yucheng W, Ruiping H, Meiling Z, Shihua S. Global transcriptomics identification and analysis of transcriptional factors in different tissues of the paper mulberry. BMC Plant Biol. 2014;14(1):194.View ArticlePubMedGoogle Scholar
- Miura K, Furumoto T. Cold Signaling and Cold Response in Plants. Int J Mol Sci. 2013;14(3):5312–37.PubMed CentralView ArticlePubMedGoogle Scholar
- Vaultier M-N, Cantrel C, Vergnolle C, Justin A-M, Demandre C, Benhassaine-Kesri G, et al. Desaturase mutants reveal that membrane rigidification acts as a cold perception mechanism upstream of the diacylglycerol kinase pathway in Arabidopsis cells. FEBS Lett. 2006;580(17):4218–23.View ArticlePubMedGoogle Scholar
- Uemura M, Tominaga Y, Nakagawara C, Shigematsu S, Minami A, Kawamura Y. Responses of the plasma membrane to low temperatures. Physiol Plant. 2006;126(1):81–9.View ArticleGoogle Scholar
- Wang H, Zou Z, Wang S, Gong M. Global Analysis of Transcriptome Responses and Gene Expression Profiles to Cold Stress of Jatropha curcas L. PLoS One. 2013;8(12):e82817.PubMed CentralView ArticlePubMedGoogle Scholar
- Janská A, Maršík P, Zelenková S, Ovesná J. Cold stress and acclimation–what is important for metabolic adjustment? Plant Biol. 2010;12(3):395–405.View ArticlePubMedGoogle Scholar
- Weiser RL, Wallner SJ, Waddell JW. Cell wall and extensin mRNA changes during cold acclimation of pea seedlings. Plant Physiol. 1990;93(3):1021–6.PubMed CentralView ArticlePubMedGoogle Scholar
- Suzuki N, Koussevitzky S, Mittler R, Miller G. ROS and redox signalling in the response of plants to abiotic stress. Plant Cell Environ. 2012;35(2):259–70.View ArticlePubMedGoogle Scholar
- Jacques S, Ghesquière B, Van Breusegem F, Gevaert K. Plant proteins under oxidative attack. Proteomics. 2013;13(6):932–40.View ArticlePubMedGoogle Scholar
- Peng X, Zhang L, Zhang L, Liu Z, Cheng L, Yang Y, et al. The transcriptional factor LcDREB2 cooperates with LcSAMDC2 to contribute to salt tolerance in Leymus chinensis. Plant Cell Tiss Org Cult. 2013;113:245–56.View ArticleGoogle Scholar
- Suzuki N, Mittler R. Reactive oxygen species and temperature stresses: a delicate balance between signaling and destruction. Physiol Plant. 2006;126(1):45–51.View ArticleGoogle Scholar
- Apel K, Hirt H. Reactive oxygen species: metabolism, oxidative stress, and signal transduction. Annu Rev Plant Biol. 2004;55:373–99.View ArticlePubMedGoogle Scholar
- Davletova S, Rizhsky L, Liang H, Shengqiang Z, Oliver DJ, Coutu J, et al. Cytosolic ascorbate peroxidase 1 is a central component of the reactive oxygen gene network of Arabidopsis. Plant Cell. 2005;17(1):268–81.PubMed CentralView ArticlePubMedGoogle Scholar
- Rouhier N, Gelhaye E, Gualberto JM, Jordy M-N, De Fay E, Hirasawa M, et al. Poplar Peroxiredoxin Q. A Thioredoxin-Linked Chloroplast Antioxidant Functional in Pathogen Defense. Plant Physiol. 2004;134(3):1027–38.PubMed CentralView ArticlePubMedGoogle Scholar
- Dietz KJ, Horling F, König J, Baier M. The function of the chloroplast 2‐cysteine peroxiredoxin in peroxide detoxification and its regulation. J Exp Bot. 2002;53(372):1321–9.View ArticlePubMedGoogle Scholar
- Bhaskaran J, Panneerselvam R. Accelerated Reactive Oxygen Scavenging System and Membrane Integrity of Two Panicum Species Varying in Salt Tolerance. Cell Biochem Biophys. 2013;67(3):885–92.View ArticlePubMedGoogle Scholar
- Imin N, Kerim T, Rolfe BG, Weinman JJ. Effect of early cold stress on the maturation of rice anthers. Proteomics. 2004;4(7):1873–82.View ArticlePubMedGoogle Scholar
- Yan SP, Zhang QY, Tang ZC, Su WA, Sun WN. Comparative proteomic analysis provides new insights into chilling stress responses in rice. Mol Cell Proteomics. 2006;5(3):484–96.View ArticlePubMedGoogle Scholar
- Miyagawa Y, Tamoi M, Shigeoka S. Evaluation of the defense system in chloroplasts to photooxidative stress caused by paraquat using transgenic tobacco plants expressing catalase from Escherichia coli. Plant Cell Physiol. 2000;41(3):311–20.View ArticlePubMedGoogle Scholar
- Romero HM, Berlett BS, Jensen PJ, Pell EJ, Tien M. Investigations into the role of the plastidial peptide methionine sulfoxide reductase in response to oxidative stress in Arabidopsis. Plant Physiol. 2004;136(3):3784–94.PubMed CentralView ArticlePubMedGoogle Scholar
- Forde B, Whitehead H, Rowley J. Effect of light intensity and temperature on photosynthetic rate, leaf starch content and ultrastructure of Paspalum dilatatum. Function Plant Biol. 1975;2(2):185-195.Google Scholar
- Tian D-Q, Pan X-Y, Yu Y-M, Wang W-Y, Zhang F, Ge Y-Y, et al. De novo characterization of the Anthurium transcriptome and analysis of its digital gene expression under cold stress. BMC Genomics. 2013;14(1):827.PubMed CentralView ArticlePubMedGoogle Scholar
- Kosmala A, Bocian A, Rapacz M, Jurczyk B, Zwierzykowski Z. Identification of leaf proteins differentially accumulated during cold acclimation between Festuca pratensis plants with distinct levels of frost tolerance. J Exp Bot. 2009;60(12):3595–609.View ArticlePubMedGoogle Scholar
- Svensson JT, Crosatti C, Campoli C, Bassi R, Stanca AM, Close TJ, et al. Transcriptome analysis of cold acclimation in barley Albina and Xantha mutants. Plant Physiol. 2006;141(1):257–70.PubMed CentralView ArticlePubMedGoogle Scholar
- Ifuku K, Yamamoto Y, Ono T-a, Ishihara S, Sato F. PsbP Protein, But Not PsbQ Protein, Is Essential for the Regulation and Stabilization of Photosystem II in Higher Plants. Plant Physiol. 2005;139(3):1175–84.PubMed CentralView ArticlePubMedGoogle Scholar
- Langenkämper G, Manac'h N, Broin M, Cuiné S, Becuwe N, Kuntz M, et al. Accumulation of plastid lipid‐associated proteins (fibrillin/CDSP34) upon oxidative stress, ageing and biotic stress in Solanaceae and in response to drought in other species. J Exp Bot. 2001;52(360):1545–54.View ArticlePubMedGoogle Scholar
- Ogaya R, Penuelas J, Asensio D, Llusià J. Chlorophyll fluorescence responses to temperature and water availability in two co-dominant Mediterranean shrub and tree species in a long-term field experiment simulating climate change. Environ Exp Bot. 2011;73:89–93.View ArticleGoogle Scholar
- Lee SC, Huh KW, An K, An G, Kim SR. Ectopic expression of a cold-inducible transcription factor, CBF1/DREB1b, in transgenic rice (Oryza sativa L.). Mol Cells. 2004;18(1):107–14.PubMedGoogle Scholar
- Hayashi H, Alia, Mustardy L, Deshnium P, Ida M, Murata N. Transformation of Arabidopsis thaliana with the codA gene for choline oxidase; accumulation of glycinebetaine and enhanced tolerance to salt and cold stress. Plant J. 1997;12(1):133–42.View ArticlePubMedGoogle Scholar
- Takami T, Shibata M, Kobayashi Y, Shikanai T: De Novo Biosynthesis of Fatty Acids is Important for Maintenance of Photochemical Activity under Low Temperature Environments in Arabidopsis. In: Photosynthesis Research for Food, Fuel and the Future. Springer Berlin Heidelberg; 2013. p. 625–7.Google Scholar
- Grimaud F, Renaut J, Dumont E, Sergeant K, Lucau-Danila A, Blervacq A-S, et al. Exploring chloroplastic changes related to chilling and freezing tolerance during cold acclimation of pea (Pisum sativum L.). J Proteomics. 2013;80:145–59.View ArticlePubMedGoogle Scholar
- Liu R, Xu Y-H, Jiang S-C, Lu K, Lu Y-F, Feng X-J, et al. Light-harvesting chlorophyll a/b-binding proteins, positively involved in abscisic acid signalling, require a transcription repressor, WRKY40, to balance their function. J Exp Bot. 2013;64(18):5443–56.PubMed CentralView ArticlePubMedGoogle Scholar
- Pan X, Liu Z, Li M, Chang W. Architecture and function of plant light-harvesting complexes II. Curr Opin Struct Biol. 2013;23(4):515–25.View ArticlePubMedGoogle Scholar
- Kudoh H, Sonoike K. Irreversible damage to photosystem I by chilling in the light: cause of the degradation of chlorophyll after returning to normal growth temperature. Planta. 2002;215(4):541–8.View ArticlePubMedGoogle Scholar
- Ensminger I, Busch F, Huner NPA. Photostasis and cold acclimation: sensing low temperature through photosynthesis. Physiologia Plantarum. 2006;126(1):28–44.View ArticleGoogle Scholar
- Portis Jr A. Rubisco activase – Rubisco’s catalytic chaperone. Photosynth Res. 2003;75(1):11–27.View ArticlePubMedGoogle Scholar
- Roy H. Rubisco Assembly: A Research Memoir. In: Biswal B, Krupinska K, Biswal UC, editors. Plastid Development in Leaves during Growth and Senescence, vol. 36. Netherlands: Springer; 2013. p. 117–29.View ArticleGoogle Scholar
- Kosova K, Vitamvas P, Prasil IT, Renaut J. Plant proteome changes under abiotic stress - Contribution of proteomics studies to understanding plant stress response. J Proteomics. 2011;74(8):1301–22.View ArticlePubMedGoogle Scholar
- Lee H, Guo Y, Ohta M, Xiong LM, Stevenson B, Zhu JK. LOS2, a genetic locus required for cold-responsive gene transcription encodes a bi-functional enolase. Embo J. 2002;21(11):2692–702.PubMed CentralView ArticlePubMedGoogle Scholar
- Savitch LV, Gray GR, Huner NP. Feedback-limited photosynthesis and regulation of sucrose-starch accumulation during cold acclimation and low-temperature stress in a spring and winter wheat. Planta. 1997;201(1):18–26.View ArticleGoogle Scholar
- Stitt M, Hurry V. A plant for all seasons: alterations in photosynthetic carbon metabolism during cold acclimation in Arabidopsis. Curr Opin Plant Biol. 2002;5(3):199–206.View ArticlePubMedGoogle Scholar
- Wang J, Yang Y, Liu X, Huang J, Wang Q, Gu J, et al. Transcriptome profiling of the cold response and signaling pathways in Lilium lancifolium. BMC Genomics. 2014;15(1):203.PubMed CentralView ArticlePubMedGoogle Scholar
- Kratsch HA, Wise RR. The ultrastructure of chilling stress. Plant Cell Environ. 2000;23(4):337–50.View ArticleGoogle Scholar
- Valledor L, Furuhashi T, Hanak A-M, Weckwerth W. Systemic cold stress adaptation of Chlamydomonas reinhardtii. Mol Cell Proteomics. 2013;12(8):2032–47.PubMed CentralView ArticlePubMedGoogle Scholar
- Ma L, Li J, Qu L, Hager J, Chen Z, Zhao H, et al. Light control of Arabidopsis development entails coordinated regulation of genome expression and cellular pathways. Plant Cell. 2001;13(12):2589–607.PubMed CentralView ArticlePubMedGoogle Scholar
- Lau OS, Deng XW. Plant hormone signaling lightens up: integrators of light and hormones. Curr Opin Plant Biol. 2010;13(5):571–7.View ArticlePubMedGoogle Scholar
- Chen Q, Zhang M, Shen S. Effect of salt on malondialdehyde and antioxidant enzymes in seedling roots of Jerusalem artichoke (Helianthus tuberosus L.). Acta Physiol Plant. 2011;33(2):273–8.View ArticleGoogle Scholar
- Liu H, Wang C, Komatsu S, He M, Liu G, Shen S. Proteomic analysis of the seed development in Jatropha curcas: From carbon flux to the lipid accumulation. J Proteomics. 2013;91:23–40.View ArticlePubMedGoogle Scholar
- Bradford MM. A rapid and sensitive method for the quantitation of microgram quantities of protein utilizing the principle of protein-dye binding. Anal Biochem. 1976;72(1–2):248–54.View ArticlePubMedGoogle Scholar