Rice Science ›› 2020, Vol. 27 ›› Issue (3): 184-200.DOI: 10.1016/j.rsci.2020.04.003
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Adijat Ajadi Abolore1,2, Cisse Amara1, Ahmad Shakeel1, Yifeng Wang1, Yazhou Shu1, Shufan Li1, Xixi Liu1, Kazeem Bello Babatunde3, Muhammad Tajo Sani1,4, Xiaohong Tong1, Jian Zhang1()
Received:
2019-05-06
Accepted:
2019-10-31
Online:
2020-05-28
Published:
2020-01-17
Adijat Ajadi Abolore, Cisse Amara, Ahmad Shakeel, Yifeng Wang, Yazhou Shu, Shufan Li, Xixi Liu, Kazeem Bello Babatunde, Muhammad Tajo Sani, Xiaohong Tong, Jian Zhang. Protein Phosphorylation and Phosphoproteome: An Overview of Rice[J]. Rice Science, 2020, 27(3): 184-200.
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Fig. 2. Overview of common techniques used in identification and quantification of rice phosphoproteome.2DE, Two-dimensional gel electrophoresis; 2D-DIGE, Two-dimensional differential gel electrophoresis; CBB, Coomassie brilliant blue; SCX, Strong cation exchange; SAX, Small-angle X-ray scattering; HILIC, Hydrophilic interaction liquid chromatography; IMAC, Immobilized metal affinity chromatography; MOAC, Metal oxide/hydroxide affinity chromatography; LC, Liquid chromatography; HPLC, High performance liquid chromatography; ESI-MS/MS; Electrospray ionization tandem mass spectrometry.
Treatment/Sample type | Proteomic approach; Subcellular fraction | Number of phosphoproteins and number of sites identified | Reference |
---|---|---|---|
GAs, BL, 2,4-D, ABA, cold or salt treatment of rice seedlings | Total protein extracts from leaf sheaths, leaf blades and roots, in vitro 32P labeling, 2DE; ESI-Q-TOF-MS/MS; MALDI-TOF-MS | 42 phosphoproteins identified, among them 13 were stress/hormonal responsive; 8 sites of phosphorylation in 6 phosphoproteins | Khan et al, 2005 |
Salt treatment of rice roots | Total protein extracts; 2DE; Pro-Q Diamond, SYPRO Ruby; MALDI-TOF/TOF PMF and MS/MS | 17 differentially up-regulated and 11 down-regulated phosphoproteins for Pro-Q Diamond dye; 26 up-regulated and 5 down-regulated phosphoproteins for SYPRO Ruby | Chitteti and Peng, 2007 |
Protoplast isolation from rice cell suspension | Nucleus and chromatin isolation; Total protein extracts; 2D-PAGE; Pro-Q Diamond; MALDI-TOF/TOF MS and LC/LC-MS/MS | 972 distinct protein spots and 509 proteins identified, which correspond to 269 unique proteins | Tan et al, 2007 |
ABA treatment of rice seedlings | Total protein; 2DE; Immunodetection of phospho-Ser and phospho-Thr; MALDI-TOF/TOF MS and MS/MS | 6 ABA responsive phosphoproteins out of 28 proteins | He and Li, 2008 |
Cd stress in leaves and root of rice seedlings | Total protein extracts; 2DE; Colloidal coomassie blue; MALDI-TOF/TOF PMF and MS/MS | 13 proteins in the roots and 12 proteins in the leaves | Ge et al, 2009 |
Drought treatment of rice seedlings | Total protein; 2DE; Immunodetection of phospho-Ser and phospho-Thr; MALDI-TOF/TOF MS and MS/MS | 3 drought-responsive differentially expressed proteins and 10 differentially phosphorylated (dp) phosphoproteins | Ke et al, 2009 |
Unfractionated whole-cell lysates of rice and Arabidopsis cells | Total protein extract; SCX prefractionation; Ti-HAMMOC; Zr-HAMMOC; Fe-IMAC using Phos-select; Nano-LC-MS/MS | 6 919 phosphopeptides from 3 393 proteins | Nakagami et al, 2010 |
Salinity, cold and drought stress | Genome sequences; Microarray gene expression analysis; Online databases and in silico search tools; RT-PCR | 132 proteins; 46 phosphatases were differentially expressed in 3 abiotic stresses | Singh et al, 2010 |
Heat (at 42 ºC) of rice seedlings | Total protein; 2DE; Pro-Q Diamond and coomassie, MALDI-TOF/TOF MS and MS/MS; Immunoblotting of ATP-β | 10 dp proteins | Chen et al, 2011 |
High salinity treatment of A. thaliana and rice plants | Microsomal fractions; Protein digestion; Enrichment using Zr4+-IMAC and TiO2 magnetic beads; Q-TOF Nano LC-MS/MS; Label-free quantification on Q-TOF, LTQ-FT and Q-Trap | 3 membrane phosphoproteins and 4 nonmembrane phosphoproteins; 15 phosphopeptides from rice microsomes | Chang et al, 2012 |
Cold stress (6 ºC and 15 ºC) of rice seedlings | Total protein extracts; 2DE; Coomassie brilliant blue; Pro-Q Diamond; MALDI-TOF/TOF MS | 12 up-regulated and 1 down-regulated phosphoprotein among 13 phosphoproteins | Chen et al, 2012 |
ABA treatment of rice inferior spiklets at 20 d after flowering | Total protein extracts; 2DE; Coomassie brilliant blue; Pro-Q Diamond; MALDI-TOF/TOF MS | 16 up-regulated and 15 down-regulated among 31 differentially regulated phosphoproteins | Zhang et al, 2012 |
Rice embryo germination | Total protein extracts; 2DE; Pro-Q Diamond; Coomassie brilliant blue and MALDI-TOF/TOF MS | About 500 phosphorylated protein spots were detected on each gel | Han et al, 2014a |
Poor grain-filling of rice inferior spikelets | Total protein extracts; 2DE; Coomassie brilliant blue; Pro-Q Diamond; MALDI-TOF/TOF MS and LC-ESI-MS/MS | 123 proteins in abundance and 43 phosphoproteins | Zhang et al, 2014 |
Rice pistils | Total protein; Fe3+-IMAC protein enrichment; HILIC and Nano-LC-MS/MS | 2 347 phosphorylation sites and 1 588 phosphoproteins | Wang K et al, 2014 |
Rice leaves in response to bacterial blight | Total protein; TiO2 MOAC and LC-MS/MS | 2 367 and 2 223 phosphosites on 1 334 and 1 297 proteins in 0 and 24 h after Xoo infection, respectively | Hou et al, 2015 |
Early stage of seed germination | Isolation of nuclei and extraction of nuclear proteins; Total protein; PolyMAC-Ti and MS/MS | 3 467 phosphopeptides and 102 nuclear phosphorproteins from rice embryos; 115 nuclear phosphoproteins identified after 24 h of imbibition | Li M et al, 2015 |
Early seed development | Total protein; TiO2 protein enrichment and LC-MS/MS | Pistils and seeds at 3 and 7 d after pollination resulted in 38 854 313 and 4 135 phosphopeptides, respectively. A total of 2487 proteins were dp | Qiu et al, 2015 |
Magnaporthe oryzae treatment of susceptible and resistant rice cultivars | Total protein extracts; Al(OH)3-MOAC; 2DE; Pro-Q Diamond; MALDI-TOF/TOF PMF and Nano LC-MS/MS | 1 522 unique peptides, of which 1 365 were dp | Li Y F et al, 2015 |
Developing rice anthers | Total protein; TiO2 MOAC and Nano UHPLC-MS/MS | 4 984 proteins and 3 203 phosphoproteins with 8 973 unique phosphorylation sites | Ye et al, 2015 |
Brassinosteroid treatment in rice | Total protein; TiO2 MOAC and LC-MS/MS | 4 034 phosphosites on 1 900 phosphoproteins and 1 821 brassinosteroid-responsive proteins | Hou et al, 2017 |
Callus, leaf, root, shoot meristem, young panicle, and mature panicle | Total protein extracts; Pro-Q diamond; TiO2 enrichment and LC-MS/MS | 7 171 unique phosphosites in 4 792 phosphopeptides from 2 657 identified phosphoproteins | Wang et al, 2017 |
Cd stress in rice seedlings | Total protein; iTRAQ labeling; TiO2 enrichment and LC-MS/MS | 2 454 phosphosites associated with 1 244 proteins, among them, 482 were dp | Zhong et al, 2017 |
Response to Cd stress in rice | 32 up-regulated and 1 down-regulated Cd tolerant, and 15 up-regulated and 4 down-regulated Cd sensitive among 53 differentially expressed phosphoproteins | Fang et al, 2019 |
Table 1 Summary of some quantitative studies in rice phosphoproteome study.
Treatment/Sample type | Proteomic approach; Subcellular fraction | Number of phosphoproteins and number of sites identified | Reference |
---|---|---|---|
GAs, BL, 2,4-D, ABA, cold or salt treatment of rice seedlings | Total protein extracts from leaf sheaths, leaf blades and roots, in vitro 32P labeling, 2DE; ESI-Q-TOF-MS/MS; MALDI-TOF-MS | 42 phosphoproteins identified, among them 13 were stress/hormonal responsive; 8 sites of phosphorylation in 6 phosphoproteins | Khan et al, 2005 |
Salt treatment of rice roots | Total protein extracts; 2DE; Pro-Q Diamond, SYPRO Ruby; MALDI-TOF/TOF PMF and MS/MS | 17 differentially up-regulated and 11 down-regulated phosphoproteins for Pro-Q Diamond dye; 26 up-regulated and 5 down-regulated phosphoproteins for SYPRO Ruby | Chitteti and Peng, 2007 |
Protoplast isolation from rice cell suspension | Nucleus and chromatin isolation; Total protein extracts; 2D-PAGE; Pro-Q Diamond; MALDI-TOF/TOF MS and LC/LC-MS/MS | 972 distinct protein spots and 509 proteins identified, which correspond to 269 unique proteins | Tan et al, 2007 |
ABA treatment of rice seedlings | Total protein; 2DE; Immunodetection of phospho-Ser and phospho-Thr; MALDI-TOF/TOF MS and MS/MS | 6 ABA responsive phosphoproteins out of 28 proteins | He and Li, 2008 |
Cd stress in leaves and root of rice seedlings | Total protein extracts; 2DE; Colloidal coomassie blue; MALDI-TOF/TOF PMF and MS/MS | 13 proteins in the roots and 12 proteins in the leaves | Ge et al, 2009 |
Drought treatment of rice seedlings | Total protein; 2DE; Immunodetection of phospho-Ser and phospho-Thr; MALDI-TOF/TOF MS and MS/MS | 3 drought-responsive differentially expressed proteins and 10 differentially phosphorylated (dp) phosphoproteins | Ke et al, 2009 |
Unfractionated whole-cell lysates of rice and Arabidopsis cells | Total protein extract; SCX prefractionation; Ti-HAMMOC; Zr-HAMMOC; Fe-IMAC using Phos-select; Nano-LC-MS/MS | 6 919 phosphopeptides from 3 393 proteins | Nakagami et al, 2010 |
Salinity, cold and drought stress | Genome sequences; Microarray gene expression analysis; Online databases and in silico search tools; RT-PCR | 132 proteins; 46 phosphatases were differentially expressed in 3 abiotic stresses | Singh et al, 2010 |
Heat (at 42 ºC) of rice seedlings | Total protein; 2DE; Pro-Q Diamond and coomassie, MALDI-TOF/TOF MS and MS/MS; Immunoblotting of ATP-β | 10 dp proteins | Chen et al, 2011 |
High salinity treatment of A. thaliana and rice plants | Microsomal fractions; Protein digestion; Enrichment using Zr4+-IMAC and TiO2 magnetic beads; Q-TOF Nano LC-MS/MS; Label-free quantification on Q-TOF, LTQ-FT and Q-Trap | 3 membrane phosphoproteins and 4 nonmembrane phosphoproteins; 15 phosphopeptides from rice microsomes | Chang et al, 2012 |
Cold stress (6 ºC and 15 ºC) of rice seedlings | Total protein extracts; 2DE; Coomassie brilliant blue; Pro-Q Diamond; MALDI-TOF/TOF MS | 12 up-regulated and 1 down-regulated phosphoprotein among 13 phosphoproteins | Chen et al, 2012 |
ABA treatment of rice inferior spiklets at 20 d after flowering | Total protein extracts; 2DE; Coomassie brilliant blue; Pro-Q Diamond; MALDI-TOF/TOF MS | 16 up-regulated and 15 down-regulated among 31 differentially regulated phosphoproteins | Zhang et al, 2012 |
Rice embryo germination | Total protein extracts; 2DE; Pro-Q Diamond; Coomassie brilliant blue and MALDI-TOF/TOF MS | About 500 phosphorylated protein spots were detected on each gel | Han et al, 2014a |
Poor grain-filling of rice inferior spikelets | Total protein extracts; 2DE; Coomassie brilliant blue; Pro-Q Diamond; MALDI-TOF/TOF MS and LC-ESI-MS/MS | 123 proteins in abundance and 43 phosphoproteins | Zhang et al, 2014 |
Rice pistils | Total protein; Fe3+-IMAC protein enrichment; HILIC and Nano-LC-MS/MS | 2 347 phosphorylation sites and 1 588 phosphoproteins | Wang K et al, 2014 |
Rice leaves in response to bacterial blight | Total protein; TiO2 MOAC and LC-MS/MS | 2 367 and 2 223 phosphosites on 1 334 and 1 297 proteins in 0 and 24 h after Xoo infection, respectively | Hou et al, 2015 |
Early stage of seed germination | Isolation of nuclei and extraction of nuclear proteins; Total protein; PolyMAC-Ti and MS/MS | 3 467 phosphopeptides and 102 nuclear phosphorproteins from rice embryos; 115 nuclear phosphoproteins identified after 24 h of imbibition | Li M et al, 2015 |
Early seed development | Total protein; TiO2 protein enrichment and LC-MS/MS | Pistils and seeds at 3 and 7 d after pollination resulted in 38 854 313 and 4 135 phosphopeptides, respectively. A total of 2487 proteins were dp | Qiu et al, 2015 |
Magnaporthe oryzae treatment of susceptible and resistant rice cultivars | Total protein extracts; Al(OH)3-MOAC; 2DE; Pro-Q Diamond; MALDI-TOF/TOF PMF and Nano LC-MS/MS | 1 522 unique peptides, of which 1 365 were dp | Li Y F et al, 2015 |
Developing rice anthers | Total protein; TiO2 MOAC and Nano UHPLC-MS/MS | 4 984 proteins and 3 203 phosphoproteins with 8 973 unique phosphorylation sites | Ye et al, 2015 |
Brassinosteroid treatment in rice | Total protein; TiO2 MOAC and LC-MS/MS | 4 034 phosphosites on 1 900 phosphoproteins and 1 821 brassinosteroid-responsive proteins | Hou et al, 2017 |
Callus, leaf, root, shoot meristem, young panicle, and mature panicle | Total protein extracts; Pro-Q diamond; TiO2 enrichment and LC-MS/MS | 7 171 unique phosphosites in 4 792 phosphopeptides from 2 657 identified phosphoproteins | Wang et al, 2017 |
Cd stress in rice seedlings | Total protein; iTRAQ labeling; TiO2 enrichment and LC-MS/MS | 2 454 phosphosites associated with 1 244 proteins, among them, 482 were dp | Zhong et al, 2017 |
Response to Cd stress in rice | 32 up-regulated and 1 down-regulated Cd tolerant, and 15 up-regulated and 4 down-regulated Cd sensitive among 53 differentially expressed phosphoproteins | Fang et al, 2019 |
Approach | Method | Advantage | Disadvantage |
---|---|---|---|
2D-DIGE | Deliver a visual map of all the proteins and allow the fractionation of thousands of proteins in a complex mixture | Relatively small scale, low sensitivity, poor detection of low-abundance phosphoproteins, and insufficient collected proteins for downstream enrichment methods | |
Stable isotope labeling quantification | SILAC | Lower experimental error | Allow up to only three samples |
HILEP, SILIP, SILIA | Applicable to entire plant and other plant tissues | Only be used in auxotrophic cells | |
iTRAQ and TMT | Allow multiplex up to 8 (iTARQ) and 10 (TMT); Labeling agent doesn’t affect overall peptide behavior thus minimizes experimental error | Reduced identification efficiency as much as 50% in multi-stage activation | |
Chemical derivatization (DiLeu) | Higher protein coverage and quantification efficiency; Cheaper than iTRAQ and TMT; Provide higher reproducibility in quantitation | ||
Label-free quantification | Signal intensity and spectral counting | Allow as many samples as possible | Time-consuming; Less degree of reproducibility in quantitation |
Absolute quantification | AQUA | Allow quantification of isoforms in low abundance and stoichiometry; Achieve accurate and sensitive quantification | |
AQUIP | Can determine the absolute amount of protein | ||
2D-DIGE, Two-dimensional differential gel electrophoresis; SILAC, Stable isotope labeling by amino acids in culture; HILEP, Hydroponic isotope labeling of entire plants; SILIP, Stable isotope labeling in planta; SILIA, Stable isotope labeling in Arabidopsis; iTRAQ, Isobaric tags for relative and absolute quantification; TMT, Tandem mass tags; AQUA, Absolute quantification of proteins; AQUIP, Absolute quantitation of isoforms of post-translationally modified proteins. |
Table 2 Different approach, methods, advantages and disadvantages of different phosphoproteome quantitation methods.
Approach | Method | Advantage | Disadvantage |
---|---|---|---|
2D-DIGE | Deliver a visual map of all the proteins and allow the fractionation of thousands of proteins in a complex mixture | Relatively small scale, low sensitivity, poor detection of low-abundance phosphoproteins, and insufficient collected proteins for downstream enrichment methods | |
Stable isotope labeling quantification | SILAC | Lower experimental error | Allow up to only three samples |
HILEP, SILIP, SILIA | Applicable to entire plant and other plant tissues | Only be used in auxotrophic cells | |
iTRAQ and TMT | Allow multiplex up to 8 (iTARQ) and 10 (TMT); Labeling agent doesn’t affect overall peptide behavior thus minimizes experimental error | Reduced identification efficiency as much as 50% in multi-stage activation | |
Chemical derivatization (DiLeu) | Higher protein coverage and quantification efficiency; Cheaper than iTRAQ and TMT; Provide higher reproducibility in quantitation | ||
Label-free quantification | Signal intensity and spectral counting | Allow as many samples as possible | Time-consuming; Less degree of reproducibility in quantitation |
Absolute quantification | AQUA | Allow quantification of isoforms in low abundance and stoichiometry; Achieve accurate and sensitive quantification | |
AQUIP | Can determine the absolute amount of protein | ||
2D-DIGE, Two-dimensional differential gel electrophoresis; SILAC, Stable isotope labeling by amino acids in culture; HILEP, Hydroponic isotope labeling of entire plants; SILIP, Stable isotope labeling in planta; SILIA, Stable isotope labeling in Arabidopsis; iTRAQ, Isobaric tags for relative and absolute quantification; TMT, Tandem mass tags; AQUA, Absolute quantification of proteins; AQUIP, Absolute quantitation of isoforms of post-translationally modified proteins. |
Rice tissue | Distribution of single (S) : double (D) : triple (T) : multiple (M) phosphorylated protein | Frequency of occurrence ratio (pS : pT : pY) | Reference |
---|---|---|---|
Unfractionated whole-cell lysates of rice cells | 84.8 : 12.3 : 2.9 | Nakagami et al, 2010 | |
Leaves from150 mmol/L NaCl treated rice roots | 75 : 25 : 0 | Shen et al, 2012 | |
Pistils | 98 : 2 : 0 (S : D : M) | 87 : 12 : 1 | Wang et al, 2014a |
Magnaporthe oryzae infected seedlings | 86 : 14 : 0 (S : D : M) | Li Y F et al, 2015 | |
Rice nucleus during the early stage of seed germination | 65 : 30 : 5 (S : D : M) | 64 : 31 : 5 | Li M et al, 2015 |
Developing rice anthers | 39 : 23 :14 : 24 (S : D : T : M) | 81.33: 17.06: 1.61 | Ye et al, 2015 |
Rice leaves in response to bacterial blight | (88.3‒89.9) : (11.0‒9.6) : (0.7‒0.5) (S : D : M) | (88.8‒89.2) : (10.6‒10.1) : (0.6‒0.7) | Hou et al, 2015 |
Pistils and seeds | 95.5 : 4.4 : 0.1 (S : D : M) | 90.93 : 8:84 : 0.23 | Qiu et al, 2015 |
ABA induced rice seedlings | 93.2 : 6.7 : 0.1 (S : D : M) | 90:93 : 8.84 : 0.23 | Qiu et al, 2017 |
Brassinosteroid treatment on rice seedlings | (92.9‒93.3) : (6.5‒6.8) : (> 0.3) (S : D : M) | 89.7 : 9.9 : 0.4 | Hou et al, 2017 |
Callus, leaf, root, shoot meristem, young panicle, and mature panicle | 64.82 : 24.83 : 7.29 : 3.06 (S : D : T : M) | 86.0 : 13.0 : 1.0 | Wang et al, 2017 |
Table 3 Distribution of phosphosites having single, double, triple and multiple sites and frequency of phosphosite in rice phosphoproteome study.
Rice tissue | Distribution of single (S) : double (D) : triple (T) : multiple (M) phosphorylated protein | Frequency of occurrence ratio (pS : pT : pY) | Reference |
---|---|---|---|
Unfractionated whole-cell lysates of rice cells | 84.8 : 12.3 : 2.9 | Nakagami et al, 2010 | |
Leaves from150 mmol/L NaCl treated rice roots | 75 : 25 : 0 | Shen et al, 2012 | |
Pistils | 98 : 2 : 0 (S : D : M) | 87 : 12 : 1 | Wang et al, 2014a |
Magnaporthe oryzae infected seedlings | 86 : 14 : 0 (S : D : M) | Li Y F et al, 2015 | |
Rice nucleus during the early stage of seed germination | 65 : 30 : 5 (S : D : M) | 64 : 31 : 5 | Li M et al, 2015 |
Developing rice anthers | 39 : 23 :14 : 24 (S : D : T : M) | 81.33: 17.06: 1.61 | Ye et al, 2015 |
Rice leaves in response to bacterial blight | (88.3‒89.9) : (11.0‒9.6) : (0.7‒0.5) (S : D : M) | (88.8‒89.2) : (10.6‒10.1) : (0.6‒0.7) | Hou et al, 2015 |
Pistils and seeds | 95.5 : 4.4 : 0.1 (S : D : M) | 90.93 : 8:84 : 0.23 | Qiu et al, 2015 |
ABA induced rice seedlings | 93.2 : 6.7 : 0.1 (S : D : M) | 90:93 : 8.84 : 0.23 | Qiu et al, 2017 |
Brassinosteroid treatment on rice seedlings | (92.9‒93.3) : (6.5‒6.8) : (> 0.3) (S : D : M) | 89.7 : 9.9 : 0.4 | Hou et al, 2017 |
Callus, leaf, root, shoot meristem, young panicle, and mature panicle | 64.82 : 24.83 : 7.29 : 3.06 (S : D : T : M) | 86.0 : 13.0 : 1.0 | Wang et al, 2017 |
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