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pmid:26941746

Quantitative Proteomic Analysis Provides Novel Insights into Cold Stress Responses in Petunia Seedlings.

Wei Zhang · Huilin Zhang · Luyun Ning · Bei Li · Manzhu Bao

Frontiers in plant science · 2016 doi:10.3389/fpls.2016.00136

Paper

complete

Experiment

partial

Data

partial

Analysis

partial

Execution

absent

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Record details sci_version · id · kind · revision · content_hash · schema · created_at · updated_at · generator
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pmid:26941746
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title
Quantitative Proteomic Analysis Provides Novel Insights into Cold Stress Responses in Petunia Seedlings.
doi
10.3389/fpls.2016.00136
pmid
26941746
authors array · 5 items
[0]
Wei Zhang
[1]
Huilin Zhang
[2]
Luyun Ning
[3]
Bei Li
[4]
Manzhu Bao
journal
Frontiers in plant science
year
2016
abstract
Low temperature is a major adverse environmental factor that impairs petunia growth and development. To better understand the molecular mechanisms of cold stress adaptation of petunia plants, a quantitative proteomic analysis using iTRAQ technology was performed to detect the effects of cold stress on protein expression profiles in petunia seedlings which had been subjected to 2°C for 5 days. Of the 2430 proteins whose levels were quantitated, a total of 117 proteins were discovered to be differentially expressed under low temperature stress in comparison to unstressed controls. As an initial study, 44 proteins including well known and novel cold-responsive proteins were successfully annotated. By integrating the results of two independent Gene Ontology (GO) enrichment analyses, seven common GO terms were found of which "oxidation-reduction process" was the most notable for the cold-responsive proteins. By using the subcellular localization tool Plant-mPLoc predictor, as much as 40.2% of the cold-responsive protein group was found to be located within chloroplasts, suggesting that the chloroplast proteome is particularly affected by cold stress. Gene expression analyses of 11 cold-responsive proteins by real time PCR demonstrated that the mRNA levels were not strongly correlated with the respective protein levels. Further activity assay of anti-oxidative enzymes showed different alterations in cold treated petunia seedlings. Our investigation has highlighted the role of antioxidation mechanisms and also epigenetic factors in the regulation of cold stress responses. Our work has provided novel insights into the plant response to cold stress and should facilitate further studies regarding the molecular mechanisms which determine how plant cells cope with environmental perturbation. The data have been deposited to the ProteomeXchange with identifier PXD002189.
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To identify the DEPs, the “t.test” function in R program (http://www.r-project.org/) with default settings (alternative = “two.sided,” var.equal = FALSE) were used to calculate the P-values of the students' t-Test, and the P < 0.05 was applied. The mass spectrometry proteomic data of the present study have been deposited to the proteomics data repository - PRIDE Archive (http://www.ebi.ac.uk/pride). Project Accession: PXD002189; http://www.ebi.ac.uk/pride/archive/projects/PXD002189.
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sections[8] "DEPs identification, annotation and subcellular localization prediction" paragraph 2
quote
To identify the DEPs, the “t.test” function in R program (http://www.r-project.org/) with default settings (alternative = “two.sided,” var.equal = FALSE) were used to calculate the P-values of the students' t-Test, and the P < 0.05 was applied.
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sections[12] "Genome-wide proteomics identification and evaluation" paragraph 2
quote
The mass spectrometry proteomic data of the present study have been deposited to the proteomics data repository - PRIDE Archive (http://www.ebi.ac.uk/pride).
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sections[12] "Genome-wide proteomics identification and evaluation" paragraph 2
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Project Accession: PXD002189; http://www.ebi.ac.uk/pride/archive/projects/PXD002189.
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Using iTRAQ quantitative proteomics and a two-sided Student’s t-test (P < 0.05), the study found 117 differentially expressed proteins among 2,430 quantified proteins after five days at 2°C; the source proteomics data were deposited in ProteomeXchange under identifier PXD002189.
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iiTRAQ protein profiles of petunia seedlings in response to cold stress
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Identification, functional annotation and subcellular localization of DEPs
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[0]
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[3]
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[1]
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[2]
Down
[3]
0.0120
[2] array · 4 items
[0]
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[1]
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[2]
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[3]
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[1]
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[1]
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[2]
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[3]
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[0]
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Elongation factor Tu
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[3]
0.0132
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[1]
Elongation factor Tu
[2]
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[3]
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[1]
Beta-hexosaminidase
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[3]
0.0011
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[0]
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[1]
Histone H3
[2]
Down
[3]
0.0206
[9] array · 4 items
[0]
M1D6S9
[1]
Ribosomal protein L15
[2]
Down
[3]
0.0323
[10] array · 4 items
[0]
P21342
[1]
Pyrophosphate–fructose 6-phosphate 1-phosphotransferase subunit alpha
[2]
Down
[3]
0.0466
[11] array · 4 items
[0]
Q2LFC1
[1]
AGO4-2
[2]
Down
[3]
0.0471
[12] array · 4 items
[0]
Q2XPW5
[1]
40S ribosomal protein S3a
[2]
Down
[3]
0.0311
[13] array · 4 items
[0]
Q32ZI8
[1]
PEN2-like protein
[2]
Down
[3]
0.0450
[14] array · 4 items
[0]
Q3HRW8
[1]
60S ribosomal protein L18a
[2]
Down
[3]
0.0371
[15] array · 4 items
[0]
Q40878
[1]
P17
[2]
Down
[3]
0.0006
[16] array · 4 items
[0]
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[1]
Superoxide dismutase [Cu-Zn] 2
[2]
Down
[3]
0.0170
[17] array · 4 items
[0]
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[1]
Pyruvate decarboxylase 1
[2]
Down
[3]
0.0159
[18] array · 4 items
[0]
Q5EEY5
[1]
SGT1
[2]
Down
[3]
0.0448
[19] array · 4 items
[0]
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[1]
Alcohol dehydrogenase 2
[2]
Down
[3]
0.0446
[20] array · 4 items
[0]
Q94I89
[1]
Putative NtPRp27-like protein
[2]
Down
[3]
0.0223
[21] array · 4 items
[0]
B6EWX5
[1]
UDP-glucose:glucosyltransferase
[2]
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[3]
0.0303
[22] array · 4 items
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E2FAX1
[1]
COSII_At5g14320
[2]
Up
[3]
0.0005
[23] array · 4 items
[0]
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[1]
Dehydrin
[2]
Up
[3]
0.0064
[24] array · 4 items
[0]
I7J2T7
[1]
Ran GTPase activating protein 2
[2]
Up
[3]
0.0427
[25] array · 4 items
[0]
K4CW69
[1]
Cyanate hydratase
[2]
Up
[3]
0.0173
[26] array · 4 items
[0]
M1APP3
[1]
ATP-dependent Clp protease proteolytic subunit
[2]
Up
[3]
0.0288
[27] array · 4 items
[0]
M1AWZ7
[1]
Glutathione peroxidase
[2]
Up
[3]
0.0075
[28] array · 4 items
[0]
M1C0V6
[1]
Fructose-bisphosphate aldolase
[2]
Up
[3]
0.0097
[29] array · 4 items
[0]
M1CXI6
[1]
Aspartate aminotransferase
[2]
Up
[3]
0.0108
[30] array · 4 items
[0]
M1D227
[1]
Carbonic anhydrase
[2]
Up
[3]
0.0352
[31] array · 4 items
[0]
P30360
[1]
Probable cinnamyl alcohol dehydrogenase 2
[2]
Up
[3]
0.0165
[32] array · 4 items
[0]
P32111
[1]
Probable glutathione S-transferase
[2]
Up
[3]
0.0458
[33] array · 4 items
[0]
P48498
[1]
S-adenosylmethionine synthase 1
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[3]
0.0241
[34] array · 4 items
[0]
P61046
[1]
Cytochrome b6-f complex subunit 8
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Up
[3]
0.0316
[35] array · 4 items
[0]
Q07346
[1]
Glutamate decarboxylase
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[3]
0.0145
[36] array · 4 items
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Phospholipase C
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0.0476
[37] array · 4 items
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[38] array · 4 items
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Catalase
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[0]
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Putative expansin
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[40] array · 4 items
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Ferredoxin-thioredoxin-reductase catalytic subunit B
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Non-symbiotic hemoglobin class 1
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Acetolactate synthase
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Probable phospholipid hydroperoxide glutathione peroxidase
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Common GO terms by integration of the results of two independent GO enrichment analyses.
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Identification, functional annotation and subcellular localization of DEPs
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Common GO terms by integration of the results of two independent GO enrichment analyses.
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[0] array · 7 items
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GO:0055114
[1]
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2.30E-07
[4]
9.60E-05
[5]
7.00E-09
[6]
6.50E-08
[2] array · 7 items
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GO:0043169
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0.00032
[4]
0.02
[5]
0.00024
[6]
0.00088
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GO:0043167
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[3]
0.00032
[4]
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[5]
0.00024
[6]
0.00088
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GO:0016021
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2.90E-12
[4]
2.90E-10
[5]
1.70E-09
[6]
3.10E-08
[5] array · 7 items
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[3]
1.40E-09
[4]
7.30E-08
[5]
4.20E-09
[6]
3.80E-08
[6] array · 7 items
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GO:0044425
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[2]
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[3]
1.30E-07
[4]
4.20E-06
[5]
5.60E-08
[6]
3.40E-07
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GO:0016020
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0.00015
[4]
0.0037
[5]
8.70E-06
[6]
4.00E-05
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quote
To identify the DEPs, the “t.test” function in R program (http://www.r-project.org/) with default settings (alternative = “two.sided,” var.equal = FALSE) were used to calculate the P-values of the students' t-Test, and the P < 0.05 was applied. The mass spectrometry proteomic data of the present study have been deposited to the proteomics data repository - PRIDE Archive (http://www.ebi.ac.uk/pride). Project Accession: PXD002189; http://www.ebi.ac.uk/pride/archive/projects/PXD002189.
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To identify the DEPs, the “t.test” function in R program (http://www.r-project.org/) with default settings (alternative = “two.sided,” var.equal = FALSE) were used to calculate the P-values of the students' t-Test, and the P < 0.05 was applied. The mass spectrometry proteomic data of the present study have been deposited to the proteomics data repository - PRIDE Archive (http://www.ebi.ac.uk/pride). Project Accession: PXD002189; http://www.ebi.ac.uk/pride/archive/projects/PXD002189.
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Complete file
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To better understand the molecular mechanisms of cold stress adaptation of petunia plants, a quantitative proteomic analysis using iTRAQ technology was performed to detect the effects of cold stress on protein expression profiles in petunia seedlings which had been subjected to 2°C for 5 days. Of the 2430 proteins whose levels were quantitated, a total of 117 proteins were discovered to be differentially expressed under low temperature stress in comparison to unstressed controls. As an initial study, 44 proteins including well known and novel cold-responsive proteins were successfully annotated. By integrating the results of two independent Gene Ontology (GO) enrichment analyses, seven common GO terms were found of which \"oxidation-reduction process\" was the most notable for the cold-responsive proteins. By using the subcellular localization tool Plant-mPLoc predictor, as much as 40.2% of the cold-responsive protein group was found to be located within chloroplasts, suggesting that the chloroplast proteome is particularly affected by cold stress. Gene expression analyses of 11 cold-responsive proteins by real time PCR demonstrated that the mRNA levels were not strongly correlated with the respective protein levels. Further activity assay of anti-oxidative enzymes showed different alterations in cold treated petunia seedlings. Our investigation has highlighted the role of antioxidation mechanisms and also epigenetic factors in the regulation of cold stress responses. Our work has provided novel insights into the plant response to cold stress and should facilitate further studies regarding the molecular mechanisms which determine how plant cells cope with environmental perturbation. 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