Abstract
Previous studies have shown that both hydrogen gas (H2) and ethylene (ETH) play positive roles in plant adventitious rooting. However, the relationship between H2and ETH during this process has not been explored and remains insufficiently understood. In this study, cucumber (Cucumis sativus L.) was used to explore the proteomic changes in ETH-H2-induced rooting. Our results show that hydrogen-rich water (HRW) and ethylene-releasing compound (ethephon) at proper concentrations promote adventitious rooting, with maximal biological responses occurring at 50% HRW or 0.5 µM ethephon. ETH inhibitors aminoethoxyvinylglycine (AVG) and AgNO3 cause partial inhibition of adventitious rooting induced by H2, suggesting that ETH might be involved in H2-induced adventitious rooting. According to two-dimensional electrophoresis (2-DE) and mass spectrometric analyses, compared with the control, 9 proteins were up-regulated while 15 proteins were down-regulated in HRW treatment; four proteins were up-regulated while 10 proteins were down-regulated in ethephon treatment; and one protein was up-regulated while nine proteins were down-regulated in HRW+AVG treatment. Six of these differentially accumulated proteins were further analyzed, including photosynthesis -related proteins (ribulose-1,5-bisphosphate carall boxylase smsubunit (Rubisco), sedoheptulose-1,7-bisphosphatase (SBPase), oxygen-evolving enhancer protein (OEE1)), amino and metabolism-related protein (threonine dehydratase (TDH)), stress response-related protein (cytosolic ascorbate peroxidase (CAPX)), and folding, modification and degradation-related protein (protein disulfide-isomerase (PDI)). Moreover, the results of real-time PCR about the mRNA levels of these genes in various treatments were consistent with the 2-DE results. Therefore, ETH may be the downstream signaling molecule during H2- induced adventitious rooting and proteins Rubisco, SBPase, OEE1, TDH, CAPX and PDI may play important roles during the process.
Keywords: Cucumber, Adventitious root formation, Hydrogen gas, Ethylene, Proteomics
Introduction
Adventitious roots are formed from non-root tissue such as leaves, stems and hypocotyls. Adventitious roots usually increase the area of roots, heightening their abilities to absorb nutrients and support plants. Additionally, adventitious roots play an important role in promoting the vegetative propagation of fine varieties and the agriculture and forestry industries. Thus, exploring the mechanism of adventitious root formation is both necessary and meaningful. The roles of signal molecules in adventitious root development have recently become a hot topic of research. Some signal molecules including auxin (Bai et al., 2012), ethylene (Pan, Wang & Tian, 2002), carbon monoxide (CO; Xuan et al., 2008), nitric oxide (NO), hydrogen peroxide (H2O2), Ca2+ ions, calmodulin (Liao et al., 2012), hydrogen sulfide (H2S; Lin et al., 2012), hydrogen (H2; Lin et al., 2014) and methane (Cui et al., 2015a; Cui et al., 2015b) have been associated with the initiation and development of adventitious roots. More studies about signal transduction will help us understand the mechanisms involved in adventitious rooting.
Despite its simple two-carbon structure, ethylene (ETH) plays an important role in regulating plant growth and development. ETH may induce diverse effects throughout the plant life cycle, including seed germination, flower senescence and fruit ripening (Khan et al., 2017). ETH is also involved in the plant’s defense reactions against pathogens or elicitor attacks, and in its responses to abiotic stresses such as wounding, hypoxia, chilling, freezing and flooding (Khan et al., 2017), indicating that ETH might be a regulator of plant growth, development and stress responses.
Since it was firstly discovered that ethylene stimulates adventitious root formation, there have been a great number of studies on the topic. Riov & Yang (1989) investigated the role of ETH in adventitious root formation in auxin-induced cuttings of Vigna radiata (L.) and found that ETH increased the number of adventitious roots while aminoethoxyvinylglycine (AVG, a kind of ETH inhibitor) significantly inhibited rooting. Pitts, Cernac & Estelle (1998) used the mutations of ETH and auxin to prove that auxin and ETH are required for normal root hair elongation. Clark et al. (1999) found that aboveground adventitious roots were produced in few ETH-insensitive never-ripe tomato plants and ETH- insensitive transgenic petunia plants compared to wild type plants, and proved the positive role of ETH in adventitious root formation. Similar results were obtained from sunflower cuttings (Liu, Mukhcrjee & Reid, 1990), mung bean hypocotyl cuttings (Pan, Wang & Tian, 2002), Panax ginseng C. A. Meyer (Bae et al., 2006), and globe artichoke seedlings (Shinohara, Martin & Leskovar, 2017). However, some researchers have indicated that ETH can inhibit adventitious root formation. Biondi et al. (1990) showed that in Prunus avium shoot cultures, the addition of ethylene precursor1-aminocyclopropane-1-carboxylic acid (ACC) decreased the rooting percentage while AVG caused roots to form. Some years later, the studies of Ma et al. (1998) demonstrated that AgNO3 (another kind of ETH inhibitor) and AVG increased the number of roots in apple shoots.
Hydrogen gas (H2), the lightest gas, is a colorless, odorless, and tasteless diatomic gas in nature. Ohsawa et al. (2007) found that H2 can be used as an effective antioxidant therapy in the partial brain of rat, and since then, the use of H2 in the prevention and control of various diseases has been a hot topic of research (Hong, Chen & Zhang, 2010). More recently, the physiological functions of H2 in higher plants have also been studied. H2 has often been shown to respond to stresses like salt stress, drought stress, heavy metal toxicity, oxidative stress and UV-A irradiation (Jin et al., 2013; Zeng, Ye & Su, 2014; Su et al., 2014), and delaying fruit senescence (Hu et al., 2014) and inducing stomatal closure (Xie et al., 2014). Recently, another function of H2 was discovered: the promotion of adventitious root occurrence. The results of Lin et al. (2014) demonstrated that 50% HRW could mimic hemin function and restore cucumber adventitious root formation by mediating the expression of auxin signaling-related and adventitious root formation-related genes. Zhu et al. (2016) has reported that HRW treatment increases the content of nitric oxide (NO) and up-regulated cell cycle activation during adventitious root formation. Moreover, Cao et al. (2017) suggested that HRW is involved in regulating auxin-induced lateral root formation by modulating NR-dependent NO synthesis.
Based on the results of the studies summarized above, ETH and H2 are involved in adventitious root formation. However, the precise mechanism remains unclear. In this study, we hypothesized the exists of a relationship between ETH and H2 during adventitious rooting in cucumber (Cucumis sativus L.).
To prove this hypothesis, ETH inhibitors were used. Proteomic methods have been widely applied to determine genetic and cellular function at the protein level. Many plant proteomic studies using 2-DE have found differential proteins during somatic embryogenesis, seed germination, adventitious root formation, flowering transition, and stem dormancy. Proteomic analysis has also proven useful in the identification of proteins associated with a range of biotic and abiotic stress responses (Cui et al., 2015a; Cui et al., 2015b; Xu et al., 2016). Therefore, 2-DE and matrix-assisted laser desorption/ionization time-of-flight/time-of-flight (MALDI-TOFTOF) were used to compare quantitative and qualitative changes that occurred during ethylene-H2-induced adventitious rooting in the proteome. Through the comprehensive analysis of the function and content of differential proteins under different treatments and the expression of genes related to these proteins, we speculate that ETH possibly affect the expression of some proteins and the expression of their related genes. The results provide new insights into the physiological and molecular mechanisms associated with adventitious root development.
Material and Methods
Plant materials and treatments
Cucumber (Cucumis sativus L. var. ‘Xinchun 4’) seeds were purchased from Gansu Agricultural Institute (Lanzhou, China). The seeds were surface-sterilized in 5% sodium hypochlorite for 10 min and washed with water. The seeds were germinated on filter paper with distilled water in Petri dishes (15 cm-diameter, 2.5 cm-deep) and maintained at 25 ± 1° C for 7 d with a 14-h photoperiod (photosynthetically active radiation = 200 µmol m−2s−1). The 7-day-old seedlings with primary roots removed were used as explants and were maintained under the same temperature and photoperiod conditions for another 7 days in the presence of different media as indicated below. We described these different treatments as (I) HRW (0, 1%, 10%, 50% and 100%); (II) ethephon (0, 0. 1, 0. 5, 1, 10 and 50 µmol L−1); (III) AVG (aminoethoxyvinylglycine, 0, 0. 1, 1, 5 and 10 µmol L−1); (IV) AgNO3 and NaNO3 (0, 0. 1, 0. 3 and 0. 5 µmol L−1); and (V) 50% HRW + 0. 5 µmol L−1 ethephon, 1 µmol L−1AVG, or 0. 1 µmol L−1 AgNO3. After applying treatment explants were sampled to determine root number per explants. The hypocotyls (5-mm-long segments of the hypocotyl base where the adventitious root develops) of the explants after 48 h of treatment were immediately used or frozen in liquid nitrogen for further analysis.
Preparation of hydrogen-rich water (HRW)
Purified H2 gas (99. 99%, v/v) generated from a hydrogen gas generator (QL-300, Saikesaisi Hydrogen Energy Co., Ltd., China) was bubbled into distilled water at a rate of 300 mL min−1 for 30 min. The corresponding HRW was rapidly diluted to the required saturations (Zhu et al., 2016). The H2 concentration analyzed by gas chromatography in freshly prepared HRW was 0. 68 mM, which was defined as 100% HRW, and was maintained at a relatively constant level in 25 °C for at least 12 h.
Quantification of ethylene
ETH was detected by a gas chromatographic analyzer (SP-3420A, Beifenruili Inc., China). Five fresh cucumber explants were placed in 20 mL vials, stoppered with secure rubber caps, and containing 1 mL culture solution. These vials had the same conditions as before when the seedlings grew for 12 h. A gas sample (2.5 mL) was extracted and injected into a gas chromatograph, which was fitted with a GDX-502 column (2 m × 3.2 mm) and a flame ionization detector. The temperature of the column, inlet and detector were 50, 140 and 240 °C, respectively. The flow rate of nitrogen gas, the carrier gas, was 30 mL min−1. ETH production was expressed as µL h−1 kg−1FW.
Protein extraction
The trichloroacetic acid (TCA)/acetone method was used to extract the total protein (Damerval et al., 1986). Approximately 2.0 g of the sample was manually ground to a fine powder in liquid nitrogen with 0.04 g crosslinking polyvingypyrrolidone (PVPP) and split into 6 tubes. The powder was suspended in 2 mL of acetone containing 10% w/v TCA and 0. 07% v/v β-mercaptoethanol (β-ME). After precipitation at −20 ° C for at least 8 h or overnight, the pellet was collected by centrifuging at 12,000× g for 30 min. Then the powder was suspended in two mL of ice cold acetone (−20 °C) containing 0. 07% (v/v) β-ME at 4 °C for 1 h, then centrifuged at 12,000× g for 20 min, and washed two times. The powder was then suspended in two mL of 80% acetone containing 0. 07% (v/v) β-ME at 4 °C for 30 min, centrifuged at 12,000× g for 15 min, and washed two times. The supernatant was removed and the pellets were dried in a freezer dryer. After air-drying, the powder was dissolved in a hydration solution [7 M urea, 2 M thiourea, 4% (w/v) 3-[(3-Cholamidopropyl)dimethylammonio]propanesulfonate (CHAPS), 1% (w/v) DL-Dithiothreitol (DTT)] at a normal temperature for 2 h, then centrifuged at 12,000×g for 30 min. The supernatant was the total protein. The protein content was determined calorimetrically using bovine serum albumin as a standard. Protein samples were stored at −80 °C for further analysis.
2-DE and staining
Sample aliquots containing protein were applied to 17 cm pH 4–7 immobilized pH gradient (IPG) strips, and small volumes of lysis buffer were added to the sample aliquots. Isoelectric focusing was performed on a PROTEAN IEF Cell system (Bio-Rad) for a total of 76 kVh at 20 °C. The voltage was set at 50 V for 14 h, 250 V for 1. 5 h, 1000 V for 2. 5 h, 9000 V for 5 h, and were run at 90000 V and then 500 V for a maximum of 24 h. Next, the gels were run using the PROTEAN II xi cell system (Bio-Rad) at 100 V for 1 h, followed by 250 V until the bromophenol blue nearly reached the bottom of the gel. After electrophoresis, staining was performed by placing the gels into Coomassie brilliant blue solution for 17 h. To provide support for the cucumber proteomics, we performed system optimization of the pH IPG strips, loading quantity and separation gel concentration. The protein spots on the pH 3–10 gels show that the acidic side (pH 3–5) in the region of the protein particle distribution was less than alkaline side (pH 9–10) area, forming a longitudinal tail (Fig. S1). Most of the explant protein spots were focused in the pH 4–7 region. The results showed that 800 µg of loading quantity was optimal (Fig. S2), and 12% (w/v) gel concentration separation was the best choice to obtain the good resolving effect (Fig. S3). The results also showed that pH 4–7 IPG strips (17 cm, nonlinear; Bio-Rad), 800 µg loading quantity and 12% (w/v) separation gel concentration was the most suitable combination for isoelectric focusing of the explants’ total protein in cucumber.
Image analysis and protein identification
The proteins in the gels were visualized by CBB-G250 staining. The gel images were obtained at a resolution of 300 dpi and then imported into PDQuest 8. 0 (Bio-Rad). The protein spots were excised from CBB-stained preparative polyacrylamide gels. The MS and MS/MS data for protein identification were obtained with a MALDI-TOFTOF instrument (Zhang, Zhang & Zhou, 2015). The database NCBI (https://www.ncbi.nlm.nih.gov/) were used to match and identified the protein spots. According to Gene Ontology and UniProt Protein Knowledgebase (http://www.uniprot.org/), the gene ontology (GO) analysis was performed on the proteins identified by mass spectrometry. The proteomic data have been uploaded to the Supplemental Files.
Total RNA extraction and real time PCR
Total RNA from each sample was isolated using a MiniBEST Plant RNA Extraction Kit (TaKaRa, Beijing, China). Total RNA was reverse-transcribed by using the PrimeScript™RT Master Mix (Perfect Real Time) according to the manufacturer’s manual (Takara, Beijing, China). Quantitative real-time PCR was performed with a LightCycler 96 Real- Time PCR System (Roche, Switzerland) using SYBR Premix Ex Taq™ II (TaKaRa, Beijing, China). Every PCR reaction was performed twice, with three independent replicates. The relative expression level of each gene was acquired using a comparative Ct method followed by internal control normalization. PCR was carried out in 20 µL volumes using the following amplification protocol: 10 s at 95 °C, followed by 40 cycles of 15 s at 95 °C, and then annealing at 60 °C for 30 s. The relative quantization of gene expression was calculated and normalized to Actin. The expression change was calculated using the 2−ΔΔct method. The primers used for PCR analysis are listed in Table 1.
Table 1. List of the genes whose transcription profile was evaluated by RT-PCR.
Gene name | NCBI accession number | primer | 5′–3′primer sequence |
---|---|---|---|
CsACS3 | AB006805.1 | F | 5′-CCTTGCAGAGGCTGGCGATG-3′ |
R | 5′-GGTGACTTGGAAGCCGTTGGAG-3′ | ||
CsACO1 | AB006806.1 | F | 5′-AGGTAGGTGGCCTGCAACTCC-3′ |
R | 5′-CTCCGAGGTTGACGACAATGGC-3′ | ||
Rubisco | NP_198657.1 | F | 5′-GAGATTGAGGAGGCTAAGAAGGAA-3′ |
R | 5′-GGGCTTGTAGGCGATGAAAC -3′ | ||
SBPase | NP_001267658.1 | F | 5′-GAGTTCGTTATTTGGGGAGTCATT -3′ |
R | 5′-TTATCAGGGGTTGCTTTGGTG -3′ | ||
TDH | XM_004143321.2 | F | 5′-CCATTCAACTTTCCAACAGAACC -3′ |
R | 5′- CGAGCCATCAACAACAGCA-3′ | ||
CAPX | NM_001280706 | F | 5′-TTGGCTGGTGTTGTTGCTGT -3′ |
R | 5′-GGCTCGGGTTTGTCCTCTCT -3′ | ||
PDI | XM_004149750.2 | F | 5′- TGAGTTTTACGCCCCTTGGT-3′ |
R | 5′-TCTCTGTTTGACTCCTCGTTGG -3′ | ||
OEE1 | XM-004141898.2 | F | 5′-TTTGAAGTTGGTGCTGATGGTT-3′ |
R | 5′- GGTGAAGAGGAACGGGACA-3 | ||
Actin | DQ115883.1 | F | 5′-TGGACTCTGGTGATGGTGTTA-3′ |
R | 5′-CAATGAGGGATGGCTGGAAAA-3′ |
Results
Effects of different concentrations of HRW and ethephon on adventitious root development
To understand the effect of H2on adventitious root development, cucumber explants were treated with different concentrations of HRW (0, 1%, 10%, 50% and 100%). As shown in Fig. 1, different concentrations of HRW affected the development of adventitious roots. The cucumber explants treated with 50% and 100% HRW produced more adventitious roots than the control explants, but the root number under the 1% HRW treatment was significantly lower than that of the control. The maximum root number was observed with 50% HRW treatment (Fig. 1) and this was used for further study.
Different concentrations of ethephon, ETH-releasing compound, also had significant effects on the development of adventitious roots (Fig. 2). Lower concentrations of ethephon (0. 1, 0. 5, 1, and 10 µmol L−1) increased adventitious root number, while the high concentration (50 µmol L−1) significantly inhibited adventitious roots. The maximum inducible response was observed in 0. 5 µmol L−1 ethephon-treated explants (Fig. 2). Thus, we used 0. 5 µmol L−1 to further investigate the role of ethylene in rooting.
Effects of ethylene inhibitors AVG and AgNO3 on H2-induced adventitious root development
To further study the function of ETH in adventitious root formation, ethylene inhibitors were used. Results shown in Figs. S4 and S5 indicate that various concentrations of ETH synthesis inhibitors AVG and AgNO3 have negative effects on rooting. We used 1 µmol L−1 AVG and 0. 1 µmol L−1AgNO3 for further study. As seen in Fig. 3, explants treated with either HRW or ethephon alone showed improved adventitious rooting when compared with the control. Although explants treated with HRW plus ethephon had higher root number, they were not significantly higher than explants treated with either HRW or ethephon alone. When AVG (inhibitor of ETH synthesis) or AgNO3 (an ETH action inhibitor) was added to the HRW, the inducing effects of ethephon on adventitious rooting were reversed (Fig. 3). Thus, we deduce that ETH might be involved in H2-induced adventitious root development.
Effect of H2 on ETH production and ETH-related genes’ expression
As shown in Fig. 4A, the production of ETH in 50% HRW treatment was about double that of the control. Moreover, the results in Fig. 4B indicate that HRW treatment significantly enhances the gene expression of CsACS3. When compared with the control, the expression of CsACO1 was noticeably improved by HRW. These consistent results suggested that ETH might function in the downstream of H2-induced adventitious root formation.
Comparison of 2-DE gels and protein identification during adventitious root development
All 70 protein spots from the 2-DE gels showed statistical differences. However, due to limited genomic information about C. sativus in the NCBI database, only 48 differentially expressed protein spots could be identified by MALDI TOF/TOF MS/MS with a significant search score, shown in Table 2 and Fig. 5. Out of the 48 differential proteins selected by analysis, 15 proteins were down-regulated while 9 (spot 203, 230, 858, 158, 975, 1116, 1132, 626 and 1140) were up-regulated in the HRW treatment; 10 proteins were down-regulated and 4 (spot 2129, 1908, 1561, 1284) were up-regulated in the ethephon treatment; 9 proteins were down-regulated whiles 1 (spot 239) was up-regulated in the HRW + AVG treatment. Table 2 shows a list of the putative names of proteins, matching species, protein score, accession number, molecular weights (MW), isoelectric point (PI), peptides count and Up/Down regulation. The results indicate that matching species listed above originated from the cucumber database, with molecular weights ranging from 9.4 to 75.3 KDa, PI of spots ranging from 4.31 to 8.6, protein scores ranging from 62 to 905, and matched peptide counts between 2 and 27.
Table 2. Identification and analysis of proteins differentially expressed in response to ETH inhibitor on H2-induced adventitious root development in cucumber explants.
Spot No.a | Identified proteinb | Species | Scorec | NCBI accessionnumber | MWd | Pie | PeptidesCountf | Up/Downg |
---|---|---|---|---|---|---|---|---|
K9/1628 | Glutamine synthetase | Cucumis sativus | 406 | KGN57792.1 | 39251.8 | 5.82 | 13 | ↓ |
K10/2129 | ribulose bisphosphate carboxylase/oxygenase precursor peptide | Cucumis sativus | 78 | AAA33131.1 | 21049.4 | 7.55 | 12 | ↑ |
K11/1937 | Unknow protein | Cucumis sativus | 234 | KGN44928.1 | 22556.6 | 4.45 | 13 | ↓ |
K12/1908 | Cytosolic ascorbate peroxidase | Cucumis sativus | 595 | KGN65655.1 | 27377.8 | 5.43 | 17 | ↑ |
K13/1561 | Sedoheptulose-1,7-bisphosphatase | Cucumis sativus | 534 | KGN50632.1 | 42075.4 | 5.96 | 22 | ↑ |
K14/1799 | Eukaryotic translation elongation factor 1 delta isoform X1 | Cucumis sativus | 417 | XP_011652060.1 | 24670.3 | 4.45 | 15 | ↓ |
K15/1817 | Oxygen-evolving enhancer protein 1 | Cucumis sativus | 905 | KGN48464.1 | 34938.8 | 6.24 | 24 | ↓ |
K16/2139 | PREDICTED:11S globulin seed storage protein 2-like | Cucumis sativus | 458 | XP_011652795.1 | 54382 | 5.71 | 11 | ↓ |
K17/2062 | Cytochrome b6-f complex iron-sulfur subunit | Cucumis sativus | 112 | KGN43571.1 | 24255.2 | 8.45 | 9 | ↓ |
K18/1169 | Chloroplast transketolase | Cucumis sativus | 712 | KGN56609.1 | 80569.6 | 6 | 27 | ↓ |
K19/2156 | Ribulose bisphosphate carboxylase small chain | Cucumis sativus | 68 | KGN52085.1 | 20685.2 | 8.24 | 11 | ↓ |
K20/1284 | ATPase alpha subunit (chloroplast) | Cucumis sativus | 385 | AAZ94637.1 | 55348 | 5.13 | 24 | ↑ |
K21/2064 | ATPase alpha subunit (chloroplast) | Cucumis sativus | 246 | AAZ94637.1 | 55348 | 5.13 | 20 | ↓ |
K22/361 | 26S protease regulatory subunit 6A homolog | Cucumis sativus | 230 | XP_004135596.1 | 38614.9 | 5.16 | 21 | ↓ |
K23/748 | Oxygen-evolving enhancer protein 1 | Cucumis sativus | 752 | KGN48464.1 | 34938.8 | 6.24 | 20 | ↓ |
K24/533 | Mg-protoporphyrin IX chelatase | Cucumis sativus | 236 | KGN49283.1 | 45728 | 5.72 | 20 | ↓ |
L1/203 | Protein disulfide-isomerase | Cucumis sativus | 83 | KGN47715.1 | 57045.6 | 4.88 | 12 | ↑ |
L2/230 | Threonine dehydratase | Cucumis sativus | 620 | KGN48214.1 | 67198.9 | 6.22 | 25 | ↑ |
L3/1196 | PSII reaction center subunit V (chloroplast) | Cucumis sativus | 103 | AAZ94668.1 | 9380.7 | 4.83 | 4 | ↓ |
L4/858 | Cytosolic ascorbate peroxidase | Cucumis sativus | 716 | KGN65655.1 | 27377.8 | 5.43 | 15 | ↑ |
L6/656 | Proteasome subunit alpha type | Cucumis sativus | 466 | KGN62618.1 | 30861.4 | 4.98 | 9 | ↓ |
L7/1009 | Unknow | Cucumis sativus | 412 | KGN57117.1 | 18646.5 | 4.56 | 9 | ↓ |
L8/158 | Malic enzyme | Cucumis sativus | 496 | KGN66170.1 | 65093.8 | 5.72 | 23 | ↑ |
L9/975 | Chlorophyll a-b binding protein, chloroplastic | Cucumis sativus | 270 | KGN51208.1 | 26517.6 | 5.84 | 7 | ↑ |
L10/1116 | 60S acidic ribosomal protein P1 | Cucumis sativus | 355 | KGN56349.1 | 11414.7 | 4.34 | 3 | ↑ |
L11/747 | Cysteine protease | Cucumis sativus | 114 | KGN62647.1 | 40614.9 | 5.2 | 8 | ↓ |
L12/200 | Protein disulfide-isomerase | Cucumis sativus | 90 | KGN47715.1 | 57045.6 | 4.88 | 18 | ↓ |
L13/527 | Mg-protoporphyrin IX chelatase | Cucumis sativus | 200 | KGN49283.1 | 45728 | 5.72 | 19 | ↓ |
L14/1132 | Ribulose bisphosphate carboxylase small chain | Cucumis sativus | 100 | KGN52085.1 | 20685.2 | 8.24 | 11 | ↑ |
L15/502 | Unknow | Cucumis sativus | 312 | KGN57401.1 | 31417.5 | 4.82 | 5 | ↓ |
L16/626 | Sedoheptulose-1,7-bisphosphatase | Cucumis sativus | 546 | KGN50632.1 | 42075.4 | 5.96 | 18 | ↑ |
L17/896 | PREDICTED: 29 kDa ribonucleoprotein, chloroplastic | Cucumis sativus | 298 | XP_004137828.1 | 30479.5 | 5.84 | 7 | ↓ |
L18/103 | Chloroplast HSP70 | Cucumis sativus | 412 | KGN61439.1 | 75350 | 5.18 | 25 | ↓ |
L19/447 | 30S ribosomal protein S1, chloroplastic | Cucumis sativus | 496 | XP_004147619.1 | 45304.5 | 5.34 | 18 | ↓ |
L20/1129 | PREDICTED: 60S acidic ribosomal protein P2-4 | Cucumis sativus | 93 | XP_004150488.1 | 11419.9 | 4.53 | 8 | ↓ |
L21/982 | PREDICTED: 11S globulin subunit beta | Cucumis sativus | 479 | XP_011651441.1 | 57575.8 | 7.21 | 15 | ↓ |
L22/1140 | ribulose-1,5-bisphosphate carboxylase small subunit | Cucumis sativus | 113 | CCF55356.1 | 20713.2 | 8.24 | 15 | ↑ |
L23/732 | PREDICTED: 14-3-3-like protein D | Cucumis sativus | 120 | XP_004136830.1 | 29379.5 | 4.76 | 10 | ↓ |
M15/139 | PREDICTED: ruBisCO large subunit-binding protein subunit alpha | Cucumis sativus | 401 | XP_004145754.1 | 61399.9 | 5.06 | 26 | ↓ |
M17/239 | Oxygen-evolving enhancer protein 1 | Cucumis sativus | 216 | KGN48464.1 | 34938.8 | 6.24 | 19 | |
M18/1018 | PREDICTED: 60S acidic ribosomal protein P1 | Cucumis sativus | 170 | KGN56349.1 | 11414.7 | 4.34 | 2 | ↓ |
M19/1030 | Cytosolic ascorbate peroxidase | Cucumis sativus | 407 | KGN65655.1 | 27377.8 | 5.43 | 17 | ↓ |
M20/340 | ribulose-1,5-bisphosphate carboxylase small subunit | Cucumis sativus | 137 | CCF55356.1 | 20713.2. | 8.24 | 14 | ↓ |
M21/162 | Threonine dehydratase | Cucumis sativus | 206 | KGN48214.1 | 67198.9 | 6.22 | 22 | ↓ |
M23/462 | Sedoheptulose-1,7-bisphosphatase | Cucumis sativus | 250 | KGN50632.1 | 42075.4 | 5.96 | 18 | ↓ |
M24/354 | Beta-form rubisco activase | Cucumis sativus | 241 | KGN50568.1 | 48292.6 | 8.19 | 19 | ↓ |
N1/351 | Unknow | Cucumis sativus | 238 | KGN59544.1 | 36680 | 4.7 | 23 | ↓ |
N2/117 | Protein disulfide-isomerase | Cucumis sativus | 62 | KGN47715.1 | 57045.6 | 4.88 | 16 | ↓ |
Notes.
Spot numbers are arbitrary as assigned by the software of PD-Quest 8.0.
The name and functional categories of the proteins using MALDI TOF-TOF MS.
The Mascot score obtained after searching against the NCBI nr database.
Theoretical molecular mass (MV) and isoelectric point (PI) of the identified protein.
Number of peptides sequenced.
“ ↑” represents up-regulated expression, “ ↓” represents down-regulated expression.
Spots K9/1628 to K21/2064 were the proteins in ETH treatment; K22/361 to L23/732 were the proteins in ETH treatment and the control; M15/139 to N2/117 were the proteins in HRW+AVG treatment
Functional analysis of the six identified proteins
Forty-eight protein spots were identified using the annotated NCBI database, and these were designated as 41 known proteins and seven 7 unknown proteins. Using the Gene Ontology and UniProt Protein Knowledgebase, all of the identified proteins were categorized into eight 8 major groups (Fig. 6). Among these, Seventeen photosynthesis-related proteins constituted the largest percentage (35.4%), followed by six energy metabolism-related proteins (12.5%), six translation and transcription-related proteins (12.5%), six protein folding, modification and degradation-related proteins (12.5%), three stress response-related proteins (6.3%), two amino and metabolism-related proteins (4.2%), one cellular cytoskeleton-related proteins (2.1%), and seven unknown proteins (14.6%).
The differentially expressed proteins were identified using mass spectrometry and GO ontology analysis. These proteins were distributed in 3 categories: “biological process” (the largest group), “cellular component” and “molecular function” (the smallest group). As shown in Fig. 7 4 categories of proteins were identified in the biological process, comparing cellular process, metabolic process, response to stimulus and single-organism process; 3 categories of proteins were identified in molecular function, comparing: catalytic activity, transporter activity and binding; and 6 categories of proteins were identified in the cellular components, including organelles, cell parts and so on.
Out of the 41 proteins with known functions, 5 proteins were up-regulated in HRW or ethephon treatment, and were down-regulated in HRW + AVG treatment. These included ribulose-1,5-bisphosphate carboxylase small subunit (Rubisco), sedoheptulose-1,7-bisphosphatase (SBPase), threonine dehydratase (TDH), cytosolic ascorbate peroxidase (CAPX), and protein disulfide-isomerase (PDI) (Table 3). The oxygen-evolving enhancer protein (OEE1) was down-regulated under HRW or ethephon treatment and up-regulated under HRW + AVG treatment.
Table 3. Analysis of differential protein expression during H2, ETH and AVG-induced adventitious root development.
Protein name | Functional category | Control | H2 | ETH | H2+AVG |
---|---|---|---|---|---|
ribulose-1,5-bisphosphate carboxylase small subunit | Photosynthesis | – | ↑ | ↑ | ↓ |
Sedoheptulose-1,7-bisphosphatase | photosynthesis | – | ↑ | ↑ | ↓ |
Threonine dehydratase | amino and metabolism | – | ↑ | – | ↓ |
Cytosolic ascorbate peroxidase | stress response | – | ↑ | ↑ | ↓ |
Protein disulfide-isomerase | Protein folding, modification and degradation | – | ↑ | – | ↓ |
Oxygen-evolving enhancer protein 1 | photosynthesis | – | ↑ | ↑ | ↓ |
Notes.
represents up-regulated expression.
represents down-regulated expression.
Validation of the identified proteins at the mRNA level during adventitious root development
The mRNA levels of Rubisco, SBPase, TDH, CAPX and PDI genes under HRW or ethephon treatment were significantly higher than those of the control (Fig. 8). However, HRW+AVG treatment caused significant reduction in the expression of these genes. The mRNA levels of OEE1 increased significantly in the explants treated with HRW or ethephon, and decreased significantly in the explants treated with HRW+AVG. The changes of the mRNA levels of 6 genes were consistent with protein levels observed in the 2-DE results.
Discussion
Since Renwick, Giumarro & Siegel (1964) first reported that H2 could promote germination, the function of H2 in plants has been extensively investigated. Recently, H2 has been linked to a wide variety of physiological processes in plants, ranging from the control of developmental processes to the regulation responses to abiotic stresses (Xie et al., 2014; Hu et al., 2014; Wu et al., 2015; Chen et al., 2017a; Chen et al., 2017b). Lin et al. (2014) and Zhu & Liao (2017) reported that H2 plays positive roles in adventitious root development. In our study, suitable concentrations of exogenous H2 significantly promoted the formation of adventitious roots in cucumber. Moreover, ETH was also found to be involved in adventitious rooting. Previous studies showed that ETH stimulated adventitious root formation in some crops including mung bean (Pan, Wang & Tian, 2002), sunflower (Liu, Mukhcrjee & Reid, 1990) and marigold (Jin et al., 2017). Xu et al. (2017) revealed that ETH increased the formation of adventitious root in dose-dependent experiments. Our results suggested that exogenous ETH and 0. 5 µmol L−1 ethephon significantly enhanced adventitious rooting. Evidently, both H2 and ETH can induce adventitious rooting, but the interaction between H2 and ETH during that process remains poorly understood. The results in this study suggest that ETH is involved in the H2-induced adventitious rooting process and might function at the downstream of H2.
We found that the selected ethylene inhibitors AVG and AgNO3, caused partial inhibition of H2-induced adventitious root development. When comparing HRW and the control in the production of ETH and the expression of two ETH-related genes, the HRW treatment was obviously higher than the control. These results suggest that ETH may be a downstream signal molecule in H2-induced adventitious root development.
To further prove that ETH is involved in H2-induced adventitious root formation, we used proteomic analysis, which allowed us to identify proteins whose expression was altered during adventitious rooting particularly in regard to H2 and ETH treatments. The results of proteomic analysis showed that there were 41 differential proteins with known functions successfully identified in the adventitious root formation of cucumber. They were distributed among 3 categories. We also found 6 proteins, Rubisco, SBPase, TDH, CAPX, PDI and OEE1, to be used for further study.
It is known that Rubisco, SBPase and OEE1 proteins are related to the photosynthetic process. Rubisco is a vital enzyme associated with carbon fixation (Xu, Gifford & Chow, 1994) and its catalytic inefficiencies often limit plant productivity (Andersson, 2008; Gunn, Valegard & Andersson, 2017). SBPase has been shown to increase photosynthetic capacity and plant yield and it also promotes the growth of plants at the early growth stage (Ogawa et al., 2015). Our results show that Rubisco and SBPase expression were up-regulated under HRW or ethephon treatment, suggesting that H2 and ETH may increase the efficiency of photosynthesis in explants by enhancing Rubisco and SBPase expression during rooting. ETH inhibitor AVG inhibited the inducing effects of HRW on Rubisco and SBPase, further indicating that ETH may play important roles in the regulation of H2 during H2-induced adventitious root formation.
OEE1 has been suggested to be involved in photosynthesis and PS II activities (Yabuta et al., 2008). Chen et al. (2017a) and Chen et al. (2017b) reported that OEE1 protein is necessary for oxygen evolving activity and is vital to maintain the stability of photosystem II. Sugihara et al. (2000) demonstrated that the level of OEE1 increased under NaCl treatment, and similar results were obtained at the transcription level. Fatehi et al. (2012) proposed that OEE1 was up-regulated in response to salinity, although in their study, H2 and ETH treatment down-regulated OEE1 expression. This was similar to the results of Bai et al. (2017) who reported that the protein levels of OEE1 in oat leaves decreased in response to salinity. The possible explanation for this discrepancy is that OEE1 may change under different transcription, translation or treatment.
Amino acid metabolism has been found to play an important role in plant protein synthesis, photosynthesis, and development (He et al., 2013). TDH, a key enzyme in amino acid metabolism, contribute to both carbon skeleton supply and ammonium assimilation in plants and also plays an important role in metabolic acclimation (Möckel, Eggeling & Sahm, 1992). Our study suggests that H2 up regulated TDH expression and ETH inhibitor AVG suppress the inducing effects. Proteomic analysis showed higher levels of TDH accumulation in wild ginseng than in cultivated ginseng (Sun et al., 2016). Moreover, proteomic analysis of rice and wheat coleoptiles revealed the potential role of amino acid biosynthesis in cellular anoxia tolerance (Shingakiwells et al., 2011). Thus, H2 may increase carbon skeleton supply and metabolic acclimation in explants by enhancing TDH expression, which promotes adventitious root development. ETH is essential during this process. CAPX plays an essential role in the antioxidant defense mechanism (Wu et al., 2014) regulates plant growth, and induces organ formation (Zhang et al., 2013). The involvement of APX in fruit ripening and senescence has been proposed (Torres et al., 2003; Giribaldi et al., 2007), and Caverzan et al. (2012) demonstrated that APX genes can regulate both plant response to stresses and plant development. Additionally, APX mutant plant genes showed alterations in growth, physiology and antioxidant metabolism, suggesting the function of APX in plant development. Our results also show that CAPX expression was up-regulated by HRW or ethephon treatment, suggesting that H2 may increase the reduction of oxidative damage and increase the productivity of explants by enhancing CAPX expression. However, ETH inhibitor AVG depressed the promotive effects of HRW on CAPX. PDI, related to protein folding, modification and degradation, is a multifunctional protein in cells that assists many protein maturation processes (Wilkinson & Gilbert, 2004). It may catalyze protein thiol oxidation and restore and catalyze transformation disulfide bonds (Houston et al., 2005). PDI is also mainly associated with the protein secretory pathway in plants (Irsigler et al., 2007), and has been found to be down-regulated in rice under freezing stress (Hashimoto & Komatsu, 2007) and in soybean leaves under drought stress (Irsigler et al., 2007). In our study, PDI was up-regulated under HRW treatment and down-regulated under HRW+AVG treatment, suggesting that H2 may increase the capacity of disulfide-bonded proteins by enhancing PDI expression. Meanwhile, ETH inhibitor AVG reverses the inducing effects of HRW on PDI, indicating that ETH may play important roles in H2-induced CAPX and PDI expression during rooting.
Conclusion
Our results show that both H2 and ETH play crucial roles in promoting adventitious root development. ETH might work as a downstream signaling molecule during H2-induced rooting. Further proteomic studies show that photosynthesis-related proteins (Rubisco and SBPase), amino and metabolism-related protein (TDH), stress response-related protein (CAPX), and folding, modification and degradation-related protein (PDI) may play positive roles in the ETH-H2-induced adventitious rooting process. Oxygen-evolving enhancer protein (OEE1) may play inhibiting roles during that process. The mechanisms underlying adventitious root development are very complex and more research will need to be carried out to fully understand adventitious rooting signaling.
Supplemental Information
Acknowledgments
We thank Dr. Yongchao Zhu from Zhejiang University for providing guidance on experimental methods. We also thank Dr. Chen Bai from Gansu Academy of Agricultural Sciences for supplying a gas chromatographic analyzer.
Funding Statement
This work was supported by the National Key Research and Development Program (2018YFD1000800), the National Natural Science Foundation of China (Nos. 31860568, 31560563 and 31160398), the Research Fund of Higher Education of Gansu, China (2018C-14), the Natural Science Foundation of Gansu Province, China (Nos. 1606RJZA073 and 1308RJZA179), Scientific Research Foundation for the Yong Graduate Supervisor of Gansu Agricultural University in Lanzhou P. R. China (GAU-QNDS-201709) and Feitian and Fuxi Excellent Talents in Gansu Agricultural University. The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.
Additional Information and Declarations
Competing Interests
The authors declare there are no competing interests.
Author Contributions
Dengjing Huang performed the experiments, analyzed the data, authored or reviewed drafts of the paper, and approved the final draft.
Biting Bian conceived and designed the experiments, performed the experiments, analyzed the data, prepared figures and/or tables, authored or reviewed drafts of the paper, and approved the final draft.
Meiling Zhang performed the experiments, analyzed the data, prepared figures and/or tables, authored or reviewed drafts of the paper, and approved the final draft.
Chunlei Wang conceived and designed the experiments, analyzed the data, prepared figures and/or tables, authored or reviewed drafts of the paper, and approved the final draft.
Changxia Li performed the experiments, analyzed the data, prepared figures and/or tables, and approved the final draft.
Weibiao Liao conceived and designed the experiments, authored or reviewed drafts of the paper, and approved the final draft.
Data Availability
The following information was supplied regarding data availability:
All the raw data are available in the Supplemental Files.
References
- Andersson (2008).Andersson I. Catalysis and regulation in Rubisco. Journal of Experimental Botany. 2008;59:1555–1568. doi: 10.1093/jxb/ern091. [DOI] [PubMed] [Google Scholar]
- Bae et al. (2006).Bae KH, Choi YE, Shin CG, Kim YY, Kim YS. Enhanced ginsenoside productivity by combination of ethephon and methyl jasmoante in ginseng (Panax ginseng CA Meyer) adventitious root cultures. Biotechnology Letters. 2006;28(15):1163–1166. doi: 10.1007/s10529-006-9071-1. [DOI] [PubMed] [Google Scholar]
- Bai et al. (2017).Bai JH, Qin Y, Liu JH, Wang YQ, Sa R, Zhang N, Jia RN. Proteomic response of oat leaves to long-term salinity stress. Environmental Science and Pollution Research. 2017;24:3387–3399. doi: 10.1007/s11356-016-8092-0. [DOI] [PubMed] [Google Scholar]
- Bai et al. (2012).Bai XG, Todd CD, Desikan R, Yang YP, Hu XY. N-3-Oxo-Decanoyl-L-Homoserine-Lactone activates auxin-induced adventitious root formation via hydrogen peroxide- and nitric oxide-dependent cyclic GMP signaling in mung bean. Plant Physiology. 2012;158:725–736. doi: 10.1104/pp.111.185769. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Biondi et al. (1990).Biondi S, Diaz T, Iglesias I, Gamberini G, Bagni N. Polyamines and ethylene in relation to adventitious root formation in Prunus avium shoot cultures. Physiol Plantarum. 1990;78(3):474–483. doi: 10.1111/j.1399-3054.1990.tb09066.x. [DOI] [Google Scholar]
- Cao et al. (2017).Cao Z, Duan X, Yao P, Cui W, Cheng D, Zhang J, Jin Q, Chen G, Dai T, Shen W. Hydrogen gas is involved in auxin-induced lateral root formation by modulating nitric oxide synthesis. International Journal of Molecular Sciences. 2017;18(10):2084. doi: 10.3390/ijms18102084. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Caverzan et al. (2012).Caverzan A, Passaia G, Rosa SB, Ribeiro CW, Lazzarotto F, Margis-Pinheiro M. Plant responses to stresses: role of ascorbate peroxidase in the antioxidant protection. Genetics and Molecular Biology. 2012;35(4):1011–1019. doi: 10.1590/S1415-47572012000600016. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Chen et al. (2017a).Chen Y, Wang M, Hu LL, Liao WB, Li CL. Carbon monoxide is involved in hydrogen gas-induced adventitious root development in cucumber under simulated drought stress. Frontiers in Plant Science. 2017a;8:128. doi: 10.3389/fpls.2017.00128. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Chen et al. (2017b).Chen Z, Zhang GY, Yang MK, Li T, Ge F, Zhao JD. Lysine acetylome analysis reveals photosystem II manganese-stabilizing protein acetylation is involved in negative regulation of oxygen evolution in model cyanobacterium synechococcus sp. PCC 7002. Mol Cell Proteomics. 2017b;16:1297–1311. doi: 10.1074/mcp.M117.067835. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Clark et al. (1999).Clark DG, Gubrium EK, Barrett JE, Nell TA, Klee HJ. Root formation in ethylene-insensitive plants. Plant Physiology. 1999;121(1):53–60. doi: 10.1104/pp.121.1.53. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Cui et al. (2015a).Cui DZ, Wu DD, Liu J, Li DT, Xu CY, Li S, Li P, Zhang H, Liu X, Jiang C, Wang LW, Chen TT, Chen HB, Zhao L. Proteomic analysis of seedling roots of two maize inbred lines that differ significantly in the salt stress response. PLOS ONE. 2015a;10:e0116697. doi: 10.1371/journal.pone.0116697. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Cui et al. (2015b).Cui WT, Qi F, Zhang YH, Cao H, Zhang J, Wang R, Shen WB. Methane-rich water induces cucumber adventitious rooting through heme oxygenase1/carbon monoxide and Ca2+ pathways. Plant Cell Reports. 2015b;34:435–445. doi: 10.1007/s00299-014-1723-3. [DOI] [PubMed] [Google Scholar]
- Damerval et al. (1986).Damerval C, Vienne DD, Zivy M, Thiellement H. Technical improvements in two-dimensional electrophoresis increase the level of genetic variation detected in wheat-seedling proteins. Electrophoresis. 1986;7:52–54. doi: 10.1002/elps.1150070108. [DOI] [Google Scholar]
- Fatehi et al. (2012).Fatehi F, Hosseinzadeh A, Alizadeh H, Brimavandi T, Struik PC. The proteome response of salt-resistant and salt-sensitive barley genotypes to long-term salinity stress. Molecular Biology Reports. 2012;39:6387–6397. doi: 10.1007/s11033-012-1460-z. [DOI] [PubMed] [Google Scholar]
- Giribaldi et al. (2007).Giribaldi M, Perugini I, Sauvage FX, Schubert A. Analysis of protein changes during grape berry ripening by 2-DE and MALDI-TOF. Proteomics. 2007;7:3154–3170. doi: 10.1002/pmic.200600974. [DOI] [PubMed] [Google Scholar]
- Gunn, Valegard & Andersson (2017).Gunn LH, Valegard K, Andersson I. A unique structural domain in Methanococcoides burtonii ribulose-1, 5-bisphosphate carboxylase/oxygenase (Rubisco) acts as a small subunit mimic. Journal of Biological Chemistry. 2017;292:6838–6850. doi: 10.1074/jbc.M116.767145. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Hashimoto & Komatsu (2007).Hashimoto M, Komatsu S. Proteomic analysis of rice seedlings during cold stress. Proteomics. 2007;7:1293–1302. doi: 10.1002/pmic.200600921. [DOI] [PubMed] [Google Scholar]
- He et al. (2013).He Y, Dai SJ, Zhu N, Pang QY, Chen SX. Integrated proteomics and metabolomics of Arabidopsis acclimation to gene-dosage dependent perturbation of isopropylmalate dehydrogenases. PLOS ONE. 2013;8:e57118. doi: 10.1371/journal.pone.0057118. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Hong, Chen & Zhang (2010).Hong Y, Chen S, Zhang JM. Hydrogen as a selective antioxidant: a review of clinical and experimental studies. Journal of International Medical Research. 2010;38:1893–1903. doi: 10.1177/147323001003800602. [DOI] [PubMed] [Google Scholar]
- Houston et al. (2005).Houston NL, Fan C, Xiang JQ, Schulze JM, Jung R, Boston RS. Phylogenetic analyses identify 10 classes of the protein disulfide isomerase family in plants, including single-domain protein disulfide isomerase-related proteins. Plant Physiology. 2005;137:762–778. doi: 10.2307/4629717. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Hu et al. (2014).Hu HL, Li PX, Wang YN, Gu RX. Hydrogen-rich water delays postharvest ripening and senescence of kiwifruit. Food Chemistry. 2014;156:100–109. doi: 10.1016/j.foodchem.2014.01.067. [DOI] [PubMed] [Google Scholar]
- Irsigler et al. (2007).Irsigler AS, Costa MD, Zhang P, Reis PA, Boston RS, Fontes EP. Expression profiling on soybean leaves reveals integration of ER- and osmotic-stress pathways. BMC Genomics. 2007;8:431. doi: 10.1186/1471-2164-8-431. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Jin et al. (2013).Jin Q, Zhu K, Cui W, Xie Y, Han B, Shen WB. Hydrogen gas acts as a novel bioactive molecule in enhancing plant tolerance to paraquat-induced oxidative stress via the modulation of heme oxygenase-1 signalling system. Plant, Cell and Environment. 2013;36:956–969. doi: 10.1111/pce.12029. [DOI] [PubMed] [Google Scholar]
- Jin et al. (2017).Jin X, Liao WB, Yu JH, Ren PJ, Mohammed MD, Wang M, Niu LJ, Li XP, Xu XT. Nitric oxide is involved in ethylene-induced adventitious rooting in marigold (Tagetes erecta L. ) Canadian Journal of Plant Science. 2017;97:620–631. doi: 10.1139/CJPS-2016-0156. [DOI] [Google Scholar]
- Khan et al. (2017).Khan NA, Khan MIR, Ferrante A, Poor P. Editorial: ethylene: a key regulatory molecule in plants. Frontiers in Plant Science. 2017;8:1728. doi: 10.3389/fpls.2017.01782. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Liao et al. (2012).Liao WB, Zhang ML, Huang GB, Yu JH. Ca2+ and CaM are involved in NO- and H2O2-induced adventitious root development in marigold. Journal of Plant Growth Regulation. 2012;31:253–264. doi: 10.1007/s00344-011-9235-7. [DOI] [Google Scholar]
- Lin et al. (2012).Lin YT, Li MY, Cui W, Lu W, Shen WB. Haem oxygenase-1 is involved in hydrogen sulfide-induced cucumber adventitious root formation. Journal of Plant Growth Regulation. 2012;31:519–528. doi: 10.1007/s00344-012-9262-z. [DOI] [Google Scholar]
- Lin et al. (2014).Lin YT, Zhang W, Qi F, Cui YT, Xie YJ, Shen WB. Hydrogen-rich water regulates cucumber adventitious root development in a heme oxygenase-1/carbon monoxide-dependent manner. Journal of Plant Physiology. 2014;17:11–18. doi: 10.1016/j.jplph.2013.08.009. [DOI] [PubMed] [Google Scholar]
- Liu, Mukhcrjee & Reid (1990).Liu JH, Mukhcrjee I, Reid DM. Adventitious rooting in hypocotyls of sunflower (Helianthus annuus) seedling. III. The role of ethylene. Physiol Plantarum. 1990;78:268–276. doi: 10.1111/j.1399-3054.1990.tb02091.x. [DOI] [Google Scholar]
- Ma et al. (1998).Ma JH, Yao JL, Cohen D, Morris B. Ethylene inhibitors enhance in vitro root formation from apple shoot cultures. Plant Cell Reports. 1998;17(3):211–214. doi: 10.1007/s002990050380. [DOI] [PubMed] [Google Scholar]
- Möckel, Eggeling & Sahm (1992).Möckel B, Eggeling L, Sahm H. Functional and structural analyses of threonine dehydratase from Corynebacterium glutamicum. Journal of Bacteriology. 1992;174(24):8065–8072. doi: 10.1128/jb.174.24.8065-8072.1992. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Ogawa et al. (2015).Ogawa T, Tamoi M, Kimura A, Mine A, Sakuyama H, Yoshida E, Maruta T, Suzuki K, Ishikawa T, Shigeoka S. Enhancement of photosynthetic capacity in Euglena gracilis by expression of cyanobacterial fructose-1, 6-/sedoheptulose-1, 7-bisphosphatase leads to increases in biomass and wax ester production. Biotechnology for Biofuels. 2015;8:1–11. doi: 10.1186/s13068-015-0264-5. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Ohsawa et al. (2007).Ohsawa I, Ishikawa M, Watanabe M, Takahashi K, Nishimaki K, Yamagata K, Katsura K, Katayama Y, Asoh S, Ohta S. Hydrogen acts as a therapeutic antioxidant by selectively reducing cytotoxic oxygen radicals. Nature Medicine. 2007;13:688–694. doi: 10.1038/nm1577. [DOI] [PubMed] [Google Scholar]
- Pan, Wang & Tian (2002).Pan R, Wang JX, Tian XS. Influence of ethylene on adventitious root formation in mung bean hypocotyl cuttings. Plant Growth Regulation. 2002;36(2):135–139. doi: 10.1023/A:1015051725089. [DOI] [Google Scholar]
- Pitts, Cernac & Estelle (1998).Pitts RJ, Cernac A, Estelle M. Auxin and ethylene promote root hair elongation in Arabidopsis. The Plant Journal. 1998;16(5):553–560. doi: 10.1046/j.1365-313x.1998.00321.x. [DOI] [PubMed] [Google Scholar]
- Renwick, Giumarro & Siegel (1964).Renwick GM, Giumarro C, Siegel SM. Hydrogen metabolism in higher plants. Plant Physiology. 1964;39(3):303–306. doi: 10.1023/a:1015051725089. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Riov & Yang (1989).Riov J, Yang SF. Ethylene and auxin-ethylene interaction in adventitious root formation in mung bean (Vigna radiata) cuttings. Journal of Plant Growth Regulation. 1989;8(2):131. doi: 10.1007/BF02025280. [DOI] [Google Scholar]
- Shingakiwells et al. (2011).Shingakiwells RN, Huang S, Taylor NL, Carroll AJ, Zhou W, Millar AH. Differential molecular responses of rice and wheat coleoptiles to anoxia reveal novel metabolic adaptations in amino acid metabolism for tissue tolerance. Plant Physiology. 2011;156:1706–1724. doi: 10.4161/psb.6.10.17107. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Shinohara, Martin & Leskovar (2017).Shinohara T, Martin EA, Leskovar DI. Ethylene regulators influence germination and root growth of globe artichoke seedlings exposed to heat stress conditions. Seed Science and Technology. 2017;45(1):167–178. doi: 10.15258/sst.2017.45.1.07. [DOI] [Google Scholar]
- Su et al. (2014).Su NN, Wu Q, Liu YY, Cai JT, Shen WB, Xia K, Cui J. Hydrogen-rich water reestablishes ROS homeostasis but exerts differential effects on anthocyanin synthesis in two varieties of radish sprouts under uv-a irradiation. Journal of Agricultural and Food Chemistry. 2014;62:6454–6462. doi: 10.1021/jf5019593. [DOI] [PubMed] [Google Scholar]
- Sugihara et al. (2000).Sugihara K, Hanagata N, Dubinsky Z, Baba S, Karube I. Molecular characterization of cDNA encoding oxygen evolving enhancer protein 1 increased by salt treatment in the mangrove Bruguiera gymnorrhiza. Plant and Cell Physiol. 2000;41(11):1279–1285. doi: 10.1093/pcp/pcd061. [DOI] [PubMed] [Google Scholar]
- Sun et al. (2016).Sun H, Liu FB, Sun LW, Liu JZ, Wang MY, Chen XN, Xu XH, Ma R, Feng K, Jiang R. Proteomic analysis of differences in amino acid metabolism between wild and cultivated Panax ginseng. Journal of Ginseng Research. 2016;40(2):113–120. doi: 10.1016/j.jgr.2015.06.001. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Torres et al. (2003).Torres R, Valentines MC, Usall J, Viñas I, Larrigaudiere C. Possible involvement of hydrogen peroxide in the development of resistance mechanisms in ‘Golden Delicious’ apple fruit. Postharvest Biology and Technology. 2003;27:235–242. doi: 10.1016/S0925-5214(02)00110-2. [DOI] [Google Scholar]
- Wilkinson & Gilbert (2004).Wilkinson B, Gilbert HF. Protein disulfide isomerase. BBA-Proteins Proteom. 2004;1669:5–44. doi: 10.1016/j.bbapap.2004.02.017. [DOI] [PubMed] [Google Scholar]
- Wu et al. (2014).Wu GX, Wang G, Ji J, Gao HL, Guan WZ, Wu J, Guan CF, Wang YR. Cloning of a cytosolic ascorbate peroxidase gene from Lycium chinense Mill and enhanced salt tolerance by overexpressing in tobacco. Gene. 2014;543:85–92. doi: 10.1016/j.gene.2014.03.061. [DOI] [PubMed] [Google Scholar]
- Wu et al. (2015).Wu Q, Su NN, Cai JT, Shen ZG, Cui J. Hydrogen-rich water enhances cadmium tolerance in Chinese cabbage by reducing cadmium uptake and increasing antioxidant capacities. Journal of Plant Physiology. 2015;175:174–182. doi: 10.1016/j.jplph.2014.09.017. [DOI] [PubMed] [Google Scholar]
- Xie et al. (2014).Xie YJ, Mao Y, Zhang W, Lai DW, Wang Q, Shen WB. Reactive Oxygen species-dependent nitric oxide production contributes to hydrogen-promoted stomatal closure in Arabidopsis. Plant Physiology. 2014;165:759–773. doi: 10.1104/pp.114.237925. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Xu, Gifford & Chow (1994).Xu DQ, Gifford RM, Chow WS. Photosynthetic acclimation in pea and soybean to high atmospheric CO2 partial pressure. Plant Physiology. 1994;106:661–671. doi: 10.1104/pp.106.2.643. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Xu et al. (2016).Xu XW, Ji J, Ma XT, Xu Q, Qi XH, Chen XH. Cloning and expression analysis of Cucumis sativus calcium-dependent protein kinase 5 gene (CsCDPK5) under waterlogging stress. Acta Hortic. 2016;43:704–714. doi: 10.16420/j.issn.0513-353x.2015-0851. [DOI] [Google Scholar]
- Xu et al. (2017).Xu XT, Jin X, Liao WB, Mohammed MD, Li XP, Wang M, Niu LJ, Ren PJ, Zhu YC. Nitric oxide is involved in ethylene-induced adventitious root development in cucumber (Cucumis sativus L. ) explants. Scientia Horticulturae. 2017;215:65–71. doi: 10.1016/j.scienta.2016.12.006. [DOI] [Google Scholar]
- Xuan et al. (2008).Xuan W, Zhu FY, Xu S, Huang BK, Ling TF, Qi JY, Ye MB, Shen WB. The heme oxygenase/carbon monoxide system is involved in the auxin-induced cucumber adventitious rooting process. Plant Physiology. 2008;148:881–893. doi: 10.1104/pp.108.125567. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Yabuta et al. (2008).Yabuta Y, Tamoi M, Yamamoto K, Tomizawa K, Yokota A, Shigeoka S. Molecular designing of photosynthesis-elevated chloroplasts for mass accumulation of a foreign protein. Plant and Cell Physiology. 2008;49:375–385. doi: 10.1093/pcp/pcn014. [DOI] [PubMed] [Google Scholar]
- Zeng, Ye & Su (2014).Zeng JQ, Ye ZH, Su XJ. Progress in the study of biological effects of hydrogen on higher plants and its promising application in agriculture. Medical Gas Research. 2014;4:15. doi: 10.1186/2045-9912-4-15. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Zhang et al. (2013).Zhang D, Ren L, Yue JH, Wang L, Zhuo LH, Hen XH. A comprehensive analysis of flowering transition in Agapanthus praecox ssp. orientalis (Leighton) Leighton by using transcriptomic and proteomic techniques. Journal of Proteomics. 2013;80:1–25. doi: 10.1016/j.jprot.2012.12.028. [DOI] [PubMed] [Google Scholar]
- Zhang, Zhang & Zhou (2015).Zhang S, Zhang LL, Zhou QY. Comparative proteomic analysis of tetraploid black locust (Robinia pseudoacacia L. ) cuttings in different phases of adventitious root development. Trees. 2015;29:367–338. doi: 10.1007/s00468-014-1116-9. [DOI] [Google Scholar]
- Zhu & Liao (2017).Zhu YC, Liao WB. The metabolic constituent and rooting-related enzymes responses of marigold explants to hydrogen gas during adventitious root development. Theoretical and Experimental Plant Physiology. 2017;29:77–85. doi: 10.1007/s40626-017-0085-y. [DOI] [Google Scholar]
- Zhu et al. (2016).Zhu YC, Liao WB, Niu LJ, Wang M. Nitric oxide is involved in hydrogen gas-induced cell cycle activation during adventitious root formation in cucumber. BMC Plant Biology. 2016;16:146. doi: 10.1186/s12870-016-0834-0. [DOI] [PMC free article] [PubMed] [Google Scholar]
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Data Availability Statement
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