| Literature DB >> 33868797 |
Jian Lyu1, Yue Wu1, Xin Jin2, Zhongqi Tang1, Weibiao Liao1, Mohammed Mujitaba Dawuda1,3, Linli Hu1, Jianming Xie1, Jihua Yu1,4, Alejandro Calderón-Urrea5,6.
Abstract
The mechanisms involved in adventitious root formation reflect the adaptability of plants to the environment. Moreover, the rooting process is regulated by endogenous hormone signals. Ethylene, a signaling hormone molecule, has been shown to play an essential role in the process of root development. In the present study, in order to explore the relationship between the ethylene-induced adventitious rooting process and photosynthesis and energy metabolism, the iTRAQ technique and proteomic analysis were employed to ascertain the expression of different proteins that occur during adventitious rooting in cucumber (Cucumis sativus L.) seedlings. Out of the 5,014 differentially expressed proteins (DEPs), there were 115 identified DEPs, among which 24 were considered related to adventitious root development. Most of the identified proteins were related to carbon and energy metabolism, photosynthesis, transcription, translation and amino acid metabolism. Subsequently, we focused on S-adenosylmethionine synthase (SAMS) and ATP synthase subunit a (AtpA). Our findings suggest that the key enzyme, SAMS, upstream of ethylene synthesis, is directly involved in adventitious root development in cucumber. Meanwhile, AtpA may be positively correlated with photosynthetic capacity during adventitious root development. Moreover, endogenous ethylene synthesis, photosynthesis, carbon assimilation capacity, and energy material metabolism were enhanced by exogenous ethylene application during adventitious rooting. In conclusion, endogenous ethylene synthesis can be improved by exogenous ethylene additions to stimulate the induction and formation of adventitious roots. Moreover, photosynthesis and starch degradation were enhanced by ethylene treatment to provide more energy and carbon sources for the rooting process.Entities:
Keywords: Adventitious root; Ethylene; Ethylene synthesis; Photosynthetic carbon assimilation; Proteomics
Year: 2021 PMID: 33868797 PMCID: PMC8034359 DOI: 10.7717/peerj.10887
Source DB: PubMed Journal: PeerJ ISSN: 2167-8359 Impact factor: 2.984
Primer sequences of qPCR analysis in the research.
| Gene name | Gene ID | Protein name | Primer pairs |
|---|---|---|---|
| 101204542 | Mitochondrial dicarboxylate carrier protein | F: 5′- GGGCCAATGGCACTTTACAA-3′ | |
| 11123919 | NADH-ubiquinone oxidoreductase chain 5 | F: 5′- TTGCTTGCGGCATCTCTAAC-3′ | |
| 101214617 | S-adenosylmethionine synthase | F: 5′- CCTTGTACCGTTGAGCTTCG-3′ | |
| 101207278 | Chlorophyll a-b binding protein | F: 5′- CAAGCCATTGTGACCGGAAA-3′ | |
| ATP synthase subunit a | F: 5′- TTGCTCACGTCTCGAATGAA-3 | ||
| 101222001 | Aspartokinase | F: 5′- TCAGGTCCTGCATCCACAAT-3′ | |
| 105434554 | DNA-directed RNA polymerase subunit beta | F: 5′- CACACTTCCTCCGTTACCCT3′ | |
| 101213650 | Zinc finger protein | F: 5′- GATGACGGTTATGGCGATGG-3′ | |
| 101208904 | Glucose-1-phosphate adenylyltransferase | F: 5′- AGCAACTGCATCAACAGTGG-3′ | |
| 101211191 | 40S ribosomal protein S12 | F: 5′- CGGTTCGATCGGTTTCTACG-3′ | |
| 101221055 | Pectinesterase | F: 5′- TTGCCTTCTTCTTCCCTGGT-3′ | |
| 101214097 | Glycosyltransferase | F: 5′- TCCAAGATTGGGACTGCCAT -3′ | |
| 101209617 | Folylpolyglutamate synthase | F: 5′- TGTCTCCGTTGAAGCCAAAC-3′ | |
| 101214692 | Hexosyltransferase | F: 5′-GAGCCCGTTGCGATTGTTTA-3′ | |
| 101213646 | Phloem protein | F: 5′- GGGAATTCAAGGTCGACAAACA-3′ | |
| 101213646 | 26 kDa phloem lectin | F: 5′-GGGAATTCAAGGTCGACAAACA-3′ | |
| 105436367 | Phloem filament protein | F: 5′-AGCAGCAAACGACAAAGGAG-3′ | |
| 101207168 | Methionine aminopeptidase | F: 5′-CAAATGAGGGCTGCTTGTCA-3′ | |
| 101223124 | Glycosyltransferase | F: 5′-GACCAACGAATCCGCTTCAA-3′ | |
| 101220980 | Serine/threonine-protein phosphatas | F: 5′- ATTGAGCGGATGGGAGAGAG-3′ | |
| 101213629 | Peroxidase | F: 5′- CTGAGAGGGATTCTGCACCA-3′ | |
| 101210008 | Chloride channel protein | F: 5′-GATTCCCTGTTGTGGATGCC-3′ | |
| 101211228 | DNA-directed RNA polymerase subunit | F: AAGCTCTTGTGTTCGGCTTG-3′ | |
| 101221653 | 1-Aminocyclopropane-1-carboxylate oxidase | F: 5′- AGCCAGCAAAGGATTGAACG-3′ | |
| 101217331 | ACC synthase | F: 5′- TTCTCCTCCGACGAGTTCAC-3′ | |
| 101213479 | Ethylene receptor | F: 5′- GTGCTAGACAATGGCGTGTT-3′ | |
| 101205786 | Ethylene response sensor | F: 5′- GCTGTTGCACTTTCACATGC-3′ | |
| 101219300 | Ribulose-1, 5-bisphosphate carboxylase/oxygenase small subunit | F: 5′- GCCTCTCAGACTCAACACCA-3′ | |
| 101202856 | Glyceraldehyde-3-phosphate dehydrogenase | F: 5′- GAAGCACATTGAGGCTGGAG-3′ | |
| 101219476 | Fructose-1,6-bisphosphate aldolase | F: 5′- AAGCGACTGGCAAGCATAAG-3′ | |
| 101215805 | Transketolase | F: 5′- ATGCAATGGGATTGCCCTTC-3′ | |
| Actin | F: 5′-CCCATCTATGAGGGTTACGCC-3′ |
Figure 1Effects of different concentrations of ethrel on adventitious root development in cucumber explants.
The primary root system was removed from hypocotyls of 5-day-old germinated cucumber. Explants were incubated with distilled water or different concentrations of ethrel for 5 day. (A) Adventitious root number and (B) adventitious root length. Data were expressed as mean ± SE (n = 3, each replication revealed mean of 10 explants). Bars indicate the SE. Significant differences (P < 0.05) between treatments are indicated by different lowercase letters. Photographs (C) were taken after 5 day of treatment.
Figure 2Effects of ethrel, AVG and AgNO3 on adventitious root development in cucumber explants. The primary root system was removed from hypocotyls of 5-day-old germinated cucumber.
Explants of cucumber were incubated with distilled water, 0.5 µM Ethrel, 1 µM AVG and 0.1 µM AgNO3 for 5 day. (A) Adventitious root number and (B) adventitious root length. Photographs (C) were taken after 5 day of treatment. Data were expressed as mean ± SE (n = 3, each replication revealed mean of 10 explants). Bars indicate the SE. Significant differences (P < 0.05) between treatments are indicated by different lowercase letters.
Differentially expressed proteins and corresponding genes during the induction of adventitious roots of cucumber explants affected by ethylene.
| Accession | Description | Gene | E12 vs. C12 | E24 vs. C24 | E48 vs. C48 |
| Mitochondrial dicarboxylate carrier protein | ↑ | ↓ | ↑ | ||
| NADH-ubiquinone oxidoreductase chain 5 | ↑ | ↑ | ↓ | ||
| S-adenosylmethionine synthase | ↑ | ↑ | ↓ | ||
| Chlorophyll a-b binding protein, chloroplastic | ↑ | ↑ | ↓ | ||
| ATP synthase subunit a, chloroplastic | ↑ | ↑ | ↓ | ||
| Cystatin Hv-CPI6 | ↓ | ↑ | ↓ | ||
| Aspartokinase | ↓ | ↓ | ↑ | ||
| DNA-directed RNA polymerase subunit beta DNA | ↓ | ↓ | ↑ | ||
| Zinc finger protein | ↓ | ↓ | ↑ | ||
| Glucose-1-phosphate adenylyltransferase | ↑ | ↑ | – | ||
| 40S ribosomal protein S12 | ↑ | ↓ | – | ||
| Pectinesterase | ↑ | ↓ | – | ||
| Glycosyltransferase | ↓ | ↑ | – | ||
| Folylpolyglutamate synthase | ↓ | ↓ | – | ||
| Hexosyltransferase | ↑ | – | ↑ | ||
| Phloem protein | ↑ | – | ↓ | ||
| 26 kDa phloem lectin (Fragment) 2 | ↑ | – | ↓ | ||
| Phloem filament protein | ↑ | – | ↓ | ||
| Methionine aminopeptidase | ↓ | – | ↓ | ||
| Glycosyltransferase | – | ↑ | ↑ | ||
| Serine/threonine-protein phosphatase | – | ↓ | ↑ | ||
| Peroxidase | – | ↓ | ↑ | ||
| Chloride channel protein | – | ↓ | ↑ | ||
| DNA-directed RNA polymerase subunit | – | ↓ | ↑ | ||
| Phenylalanine ammonia lyase 1 (Fragment) | ↑ | – | – | ||
| Pectinesterase) | ↑ | – | – | ||
| 30S ribosomal protein S12, chloroplastic) | ↑ | – | – | ||
| Cysteine protease | ↑ | – | – | ||
| 40S ribosomal protein S12 | ↑ | – | – | ||
| Carbon catabolite repressor protein | ↑ | – | – | ||
| Peptidyl-prolyl cis-trans isomerase | ↑ | – | – | ||
| DnaJ | ↑ | – | – | ||
| Histone H2A | ↑ | – | – | ||
| 40S ribosomal protein S25 | ↑ | – | – | ||
| Phloem filament protein | ↑ | – | – | ||
| Hypersensitive-induced response protein | ↑ | – | – | ||
| Poly(A)-binding protein C-terminal interacting protein 6 | ↑ | – | – | ||
| 60S ribosomal protein L6 | ↑ | – | – | ||
| Plastocyanin | ↑ | – | – | ||
| Plasma intrinsic protein 1-2 | ↑ | – | – | ||
| Global transcription factor group | ↑ | – | – | ||
| Major latex protein | ↑ | – | – | ||
| Potassium transporter | ↑ | – | – | ||
| Oxygen-evolving enhancer protein 2, chloroplastic | ↑ | – | – | ||
| Mitochondrial pyruvate carrier | ↑ | – | – | ||
| GTP-binding nuclear protein | ↑ | – | – | ||
| Chlorophyll a-b binding protein, chloroplastic | ↑ | – | – | ||
| GRIP and coiled-coil domain-containing protein | ↑ | – | – | ||
| AMP dependent CoA ligase | ↑ | – | – | ||
| Photosystem II reaction center protein L | ↓ | – | – | ||
| Protein CLP1 homolog | ↓ | – | – | ||
| Glutamate dehydrogenase | ↓ | – | – | ||
| Protein PsbN | ↓ | – | – | ||
| Plasma membrane ATPase | ↓ | – | – | ||
| ATP-dependent (S)-NAD(P)H-hydrate dehydratase) | ↓ | – | – | ||
| Oleosin | ↓ | – | – | ||
| 4-hydroxy-4-methyl-2-oxoglutarate aldolase | ↓ | – | – | ||
| ATP synthase gamma chain ATP | ↓ | – | – | ||
| ATP-dependent Clp protease proteolytic subunit | ↓ | – | – | ||
| Cysteine proteinase inhibitor | ↓ | – | – | ||
| Acyl-[acyl-carrier-protein] hydrolase | ↓ | – | – | ||
| Chloroplast small heat shock protein class I | ↓ | – | – | ||
| Eukaryotic initiation factor iso4E | ↓ | – | – | ||
| Photosystem I assembly protein Ycf3 | ↓ | – | – | ||
| Cytochrome P450 | ↓ | – | – | ||
| Eukaryotic translation initiation factor 6 | ↓ | – | – | ||
| Cytochrome b559 subunit beta | – | ↑ | – | ||
| Chromoplast-specific carotenoid-associated protein, chromoplastic | – | ↑ | – | ||
| Carboxypeptidase | – | ↑ | – | ||
| Ribosomal protein L15 | – | ↑ | – | ||
| Cytochrome P450 | – | ↑ | – | ||
| Photosystem I reaction center subunit psaK, chloroplastic (Fragment) | – | ↑ | – | ||
| Basic blue protein | – | ↑ | – | ||
| Protein translocase subunit SecA | – | ↑ | – | ||
| Flavin-containing monooxygenase | – | ↓ | |||
| Inositol-tetrakisphosphate 1-kinase | – | ↓ | – | ||
| Chalcone-flavonone isomerase family protein | – | ↓ | – | ||
| Cytokinin riboside 5’-monophosphate phosphoribohydrolase | – | ↓ | – | ||
| Protein kinase | – | ↓ | – | ||
| 30S ribosomal protein S14, chloroplastic | – | ↓ | – | ||
| Phloem lectin | – | ↓ | – | ||
| Glycosyltransferase | – | ↓ | – | ||
| Peroxidase | – | ↓ | – | ||
| Diacylglycerol kinase | – | ↓ | – | ||
| Thiamine thiazole synthase, chloroplastic | – | ↓ | – | ||
| Tubulin beta chain | – | ↓ | – | ||
| Nucleolar GTP-binding protein 1 | – | ↓ | – | ||
| Histone H1 | – | ↓ | – | ||
| RuvB-like helicase | – | ↓ | – | ||
| Purple acid phosphatase | – | ↓ | – | ||
| Oleosin | – | – | ↑ | ||
| U1 small nuclear ribonucleoprotein C | – | – | ↑ | ||
| Peptidyl-prolyl cis-trans isomerase | – | – | ↑ | ||
| Ferredoxin-1 | – | – | ↑ | ||
| Pathogen induced 4 protein | – | – | ↑ | ||
| MFP1 attachment factor 1 | – | – | ↑ | ||
| PRA1 family protein PRA1 | – | – | ↑ | ||
| Cytochrome P450 | – | – | ↑ | ||
| Nascent polypeptide-associated complex subunit beta | – | – | ↑ | ||
| DNA ligase | – | – | ↑ | ||
| Pectate lyase | – | – | ↑ | ||
| Peroxidase | – | – | ↑ | ||
| Rac-type small GTP-binding protein | – | – | ↑ | ||
| Autophagy-related protein 3 | – | – | ↑ | ||
| DNA helicase | – | – | ↑ | ||
| Chlorophyll a-b binding protein, chloroplastic | – | – | ↓ | ||
| Tonoplast intrinsic protein | – | – | ↓ | ||
| V-type proton ATPase subunit F | – | – | ↓ | ||
| Phloem protein 2 | – | – | ↓ | ||
| Glycosyltransferase | – | – | ↓ | ||
| Diacylglycerol kinase | – | – | ↓ | ||
| Chlorophyll a-b binding protein, chloroplastic | – | – | ↓ | ||
| Phloem filament protein | – | – | ↓ | ||
| Threonine dehydratase | – | – | ↓ | ||
| Ribosomal protein L15 | – | – | ↓ |
Note:
The comparison groups of DEPs: ethylene treatment compared with CK at 12h (E12 vs. C12), at 24 h (E24 vs. C24) and at 48 h (E48 vs. C48). In this table, “↑” indicates increased proteins, and “↓” indicates significant decreased protein (fold change ≥ 1.20 or ≤ 0.83 and p value < 0.05). “−” indicates the difference expression was not significant.
Figure 3Association analysis of the differential expression of known protein during adventitious rooting phases in cucumber explant treated by ethylene.
E12: the root induction phase (RIP) of ethylene treatment; C12: the root induction phase of control. E24: the root formation phase (RFP) of ethylene treatment; C24: the root formation phase of control; E48: the root elongation phase (REP) of ethylene treatment; C24: the root elongation phase of control.
Figure 4KEGG pathway enrichment analysis of the DEPs detectedin cucumber explants.
The protein groups are categorized based on their putative functions. (A) Differentially expressed proteins at the RIP. (B) Differential expression proteins at the RFP. (C) Differentially expressed proteins at the REP.
Figure 5Protein expression levels of interesting proteins and their corresponding genes expression levels during adventitious root development in cucumber explants.
(A) Mitochondrial dicarboxylate carrier protein/ Csa_6G499090. (B) NADH-ubiquinone oxidoreductase chain 5/ nad5. (C) S-adenosylmethionine synthase/ Csa_7G419610. (D) Chlorophyll a-b binding protein, chloroplastic/ Csa_3G099680. (E) ATP synthase subunit a, chloroplastic/ atpI. (F) Aspartokinase/ Csa_5G457770. (G) DNA-directed RNA polymerase subunit beta DNA/ Csa_6G517340. (H) Zinc finger protein/ Csa_3G873780. (I) Glucose-1-phosphate adenylyltransferase/ Csa_2G248700. (J) 40S ribosomal protein S12/ Csa_2G258680. (K) Pectinesterase/ Csa_7G343850. (L) Glycosyltrasferase/ Csa_7G253750. (M) Folypolyglutamate synthase/ Csa_5G630860. (N) Hexosyltransferase/ Csa_6G510320. (O) Phloem protein/ Csa_1G542510. (P) 26 kDa phloem lectin (Fragment) 2/ Lec 26. (Q) Phloem filament protein/ Csa_1G710160. (R) Methionine aminopeptidase/ Csa_2G172500. (S) Glycosyltranferase/ Csa_5G633260. (T) Serine/ threonine-protein phosphatase/ Csa_6G426880. (U) Peroxidase/ Csa_2G421020. (V) Chloride channel protein/ ClCa. (W) DNA-directed RNA polymerase subunit/ Csa_3G166240. Data were expressed as mean ± SE (n = 3). Bars indicate the SE. Significant differences (P < 0.05) between time points are indicated by different lowercase letters.
Figure 6The protein expression of SAMS and ethylene production in cucumber explants.
(A) The bands of SAMS protein under different treatments. (B) The histograms showing the ratio of grey level to actin grey level of SAMS protein expression. The value represents the mean ± SE. Significant differences between treatments are indicated by asterisk (*), “*” represents P < 0.05, “**” represents P < 0.01. (C) The ethylene production in cucumber explants. The value represents the mean ± SE (n = 3). Significant differences (P < 0.05) between treatments are indicated by different lowercase letters.
Figure 7The enzymatic activities of ACO, ACS and their encoding gene expression levels in cucumber explants.
(A and B) The enzymatic activities of ACO1 and ACS. (C and D) The relative gene expression levels of ACO1 and ACS2. Each value represents the mean of three independent replicates ± SE (n = 3). Bars indicate the SE. Significant differences (P < 0.05) between treatments are indicated by different lowercase letters.
Figure 8The relative gene expression levels of ethylene receptors ETR1 and ERS in cucumber explants.
(A) Relative gene expression level of ETR1. (B) Relative gene expression level of ERS. Each value represents the mean of three independent replicates ± SE (n = 3). Bars indicate the SE. Significant differences (P < 0.05) between treatments are indicated by different lowercase letters.
Figure 9The protein expression level of AtpA in cucumber explants.
(A) The bands of AtpA protein under different treatments. (B) The histograms showing the ratio of grey level to actin grey level of AtpA protein expression. The value represents the mean ± SE (n = 3). Significant differences between treatments are indicated by asterisk (*), “*” represents P < 0.05, “**” represents P < 0.01.
Figure 10The contents of chlorophyll and flurescence parameters in cucumber explants.
(A) The content of chlorophyll a (Chl a). (B) The content of chlorophyll b (Chl b). (C) Total chlorophyll content (Chl a+b). (D) The maximum quantum yield of PSII (Fv/Fm). (E) The effective quantum yield of PSII (φPSII). (F) The photochemical quenching (qP). The value represents the mean ± SE (n = 3). Significant differences between treatments are indicated by asterisk (*), “*” represents P < 0.05, “**” represents P < 0.01.
Figure 11The activities of Calvin cycle related key enzymes in cucumber explants.
(A) The activity of Rubisco. (B) The activity of GAPDH. (C) The activity of FBPase. (D) The activity of FBA. (E) The activity of TK. The value represents the mean ± SE (n = 3). Significant differences between treatments are indicated by asterisk (*), “*” represents P < 0.05, “**” represents P < 0.01.
Figure 12Relative expression levels of genes encoding Calvin cycle related enzymes.
(A) The relative expression level of rbcS. (B) The relative expression level of GAPDH. (C) The relative expression level of FBA. (D) The relative expression level of TK. The value represents the mean ± SE (n = 3). Significant differences between treatments are indicated by asterisk (*), “*” represents P < 0.05, “**” represents P < 0.01.
Figure 13The contents of soluble sugar, starch and soluble protein in cucumber explants.
(A) The content of soluble sugar in cucumber explants. (B) The content of starch in cucumber explants. (C) The content of soluble protein in cucumber explants. The value represents the mean ± SE (n = 3). Significant differences between treatments are indicated by asterisk (*), “*” represents P < 0.05, “**” represents P < 0.01.