| Literature DB >> 28250405 |
Ines Lassowskat1, Kai Naumann2, Justin Lee3, Dierk Scheel4.
Abstract
Phosphorylation is an important post-translational protein modification with regulatory roles in diverse cellular signaling pathways. Despite recent advances in mass spectrometry, the detection of phosphoproteins involved in signaling is still challenging, as protein phosphorylation is typically transient and/or occurs at low levels. In green plant tissues, the presence of highly abundant proteins, such as the subunits of the RuBisCO complex, further complicates phosphoprotein analysis. Here, we describe a simple, but powerful, method, which we named prefractionation-assisted phosphoprotein enrichment (PAPE), to increase the yield of phosphoproteins from Arabidopsis thaliana leaf material. The first step, a prefractionation via ammonium sulfate precipitation, not only depleted RuBisCO almost completely, but, serendipitously, also served as an efficient phosphoprotein enrichment step. When coupled with a subsequent metal oxide affinity chromatography (MOAC) step, the phosphoprotein content was highly enriched. The reproducibility and efficiency of phosphoprotein enrichment was verified by phospho-specific staining and, further, by mass spectrometry, where it could be shown that the final PAPE fraction contained a significant number of known and additionally novel (potential) phosphoproteins. Hence, this facile two-step procedure is a good prerequisite to probe the phosphoproteome and gain deeper insight into plant phosphorylation-based signaling events.Entities:
Keywords: Arabidopsis thaliana; LC-MS; phosphoprotein enrichment; phosphoproteomics
Year: 2013 PMID: 28250405 PMCID: PMC5302697 DOI: 10.3390/proteomes1030254
Source DB: PubMed Journal: Proteomes ISSN: 2227-7382
Figure 1Prefractionation-assisted phosphoprotein enrichment (PAPE). (A) Experimental setup. Arabidopsis soluble leaf proteins were either extracted with phenol to obtain the crude extract (total protein) or pre-fractionated by 40% ammonium sulfate precipitation. Subsequently, phosphoproteins were enriched using metal oxide affinity chromatography (MOAC). Quality control was assessed with SDS-PAGE and phospho-specific Pro-Q Diamond staining. Mass spectrometry analysis was performed with on-line nano-LC (Easy-nLC II) FT-mass spectrometry (LTQ Orbitrap Velos); (B) SDS-PAGE showing the crude extract and stepwise ammonium sulfate (AS) fractionations. Each step was performed three times (lanes labeled 1, 2 and 3). Visualization of proteins was achieved with (I) Pro-Q Diamond phosphoprotein staining in false-color representation and (II) colloidal coomassie staining. Protein molecular weights are indicated on the left-hand margin. (C) SDS-PAGE of different extraction and phosphoprotein enrichment steps, with visualization of the proteins as described above. Boxed areas mark the position of the large subunit of RuBisCO. (D) Boxplot depiction of protein yield (log10 microgram of proteins) from 25 g of leaf material (n = 6).
Figure 2Mass spectrometry analysis of proteins from the fractionation steps of the PAPE procedure. (A) Flower plot showing the qualitative differences in the protein composition of the various PAPE fractions. The numbers are the total number of proteins identified from three experiments, with each sample being measured twice; (B) Variability and reproducibility of the PAPE procedure. Each small square represents a scatter plot of protein abundance (quantitative values based on spectral counting, SCAFFOLD; DanteR [30]) of the intersecting samples from the various fractionation steps. The letters A–D denote crude extract, crude extract + MOAC, 40% AS and 40% AS + MOAC, respectively, and the numbers 1–3 correspond to the three replicate experiments for each fractionation step. Note the strong positive correlation within the three replicate experiments of each fractionation step (colored boxes); (C) Principal Component Analysis (PCA) plot. The dashed lines divide the plot into sectors along the weight of the principal components separating with/without prefractionation and MOAC phosphoprotein enrichment steps, respectively.
Figure 3Changes of the protein/phosphoprotein composition. (A) Gene ontology functional categorization (based on the The Arabidopsis Information Resource (TAIR) gene ontology (GO) web-tool) of the proteins detected with the PAPE procedure; (B) The number of identified proteins in the various fractionation steps that are annotated as known phosphoproteins in the P3DB database. The grey line represents the percentage of identified known phosphoproteins to the total number of identified proteins in each fraction (see Figure 2A); (C) The number of phosphopeptides identified in the various fractionation steps. (Only high-confidence phosphopeptides with a phosphorylation site probability (pRS) score >30 are considered; for a full list, see Table S2). Each experiment was performed three times and measured twice. Black bars are the average number of phosphopeptides (+/−standard deviation) detected in each fraction, while grey bars depict the total number of non-identical phosphopeptides identified from all replicates. The grey line depicts the percentage of identified phosphopeptides to the total number of identified proteins in each fraction.
List of novel phosphopeptides identified in this study (q-value < 0.05; pRS score > 30), which are not found in the P3DB or PhosPhAt 3.0 phosphoprotein databases.
| No. | Protein code | Description | Sequence | MH+[Da] | q-Value | PEP | pRS Score | # PSMs | pRS Site Probabilities | |
|---|---|---|---|---|---|---|---|---|---|---|
|
| 1 | AT1G14010.1 | emp24/gp25L/p24 family/GOLD family protein | SSIVLLILSILSPVTLSIR### | 2,184.20708 | 0.016281 | 0.3789499 | 58 | 11 | S(1): 15.3; S(2): 15.3; S(9): 84.3; S(12): 84.6; T(15): 0.5; S(17): 0.0 |
| 2 | AT2G40840.1 | disproportionating enzyme 2 | VEKPLGVFMNKSDQDDSVVVQFK | 2,689.27768 | 0.021343 | 0.6031149 | 33 | 1 | S(12): 0.4; S(17): 99.6 | |
| 3 | AT2G38280.1 | AMP deaminase, putative/myoadenylate deaminase, putative | SNGHVYVDEIPPGLPRLHTPSEGRASVHGASSIR | 3,832.73672 | 0.022388 | 0.6381906 | 32 | 2 | S(1): 33.1; Y(6): 33.1; T(19): 33.1; S(21): 4.1; S(26): 95.3; S(31): 50.7; S(32): 50.7 | |
| 4 | AT4G38740.1; AT2G21130.1 | rotamase CYP 1/ Cyclophilin-like peptidyl-prolyl cis-trans isomerase family protein | HTGPGILSMANAGANTNGSQFFICTVK | 2,873.30117 | 0.027543 | 0.4591594 | 37 | 3 | T(2): 0.7; S(8): 95.1; T(16): 2.0; S(19): 2.0; T(25): 0.1 | |
| 5 | AT4G23670.1 | polyketide cyclase/dehydrase and lipid transport superfamily protein | ATSGTYVTEVPLKGSAEK### | 1,917.91213 | 0.032722 | 0.4923883 | 48 | 4 | T(2): 24.5; S(3): 24.5; T(5): 24.5; Y(6): 24.5; T(8): 1.9; S(15): 0.0 | |
| 6 | AT1G70200.1 | RNA-binding (RRM/RBD/RNP motifs) family protein | QFTGQSLAFGKVIKQIK | 1,973.05167 | 0.047422 | 0.6522376 | 35 | 12 | T(3): 86.5; S(6): 13.5 | |
|
| 1 | AT5G56740.1 | histone acetyltransferase of the GNAT family 2 | LSQILVLPSFQGK | 1,509.80133 | 0.011279 | 0.2471017 | 30 | 4 | S(2): 0.4; S(9): 99.6 |
| 2 | AT1G23740.1 | oxidoreductase, zinc-binding dehydrogenase family protein | NAALATTTATTPVLRR | 1,736.90842 | 0.015443 | 0.4098554 | 40 | 1 | T(6): 12.5; T(7): 12.5; T(8): 59.5; T(10): 12.5; T(11): 3.0 | |
| 3 | AT5G52790.1 | CBS domain-containing protein with a domain of unknown function (DUF21) | LLDLLLGKRHSTLLGR### | 1,885.07854 | 0.023892 | 0.3993647 | 51 | 11 | S(11): 1.7; T(12): 98.3 | |
| 4 | AT4G28000.1 | P-loop containing nucleoside triphosphate hydrolases superfamily protein | HTRNLAPGSK | 1,160.55168 | 0.03559 | 0.754117 | 50 | 3 | T(2): 0.0; S(9): 100.0 | |
| 5 | AT1G72150.1 | PATELLIN 1 | SSFVFVSDFRNAPGLGKR | 2,064.01040 | 0.039425 | 0.6264254 | 39 | 1 | S(1): 1.0; S(2): 1.0; S(7): 98.0 | |
| 6 | AT2G04842.1 | threonyl-tRNA synthetase, putative/threonine-tRNA ligase, putative | SRFGGELGTIPVDDLINKINIAVETR### | 3,067.42545 | 0.041246 | 0.6307821 | 38 | 1 | S(1): 100.0; T(9): 100.0; T(25): 100.0 | |
| 7 | AT3G22760.1 | tesmin/TSO1-like CXC domain-containing protein | VIRNSDSIIEVGEDASK### | 1,911.89481 | 0.042639 | 0.8216446 | 52 | 1 | S(5): 0.0; S(7): 0.1; S(16): 99.9 | |
| 8 | AT3G16950.1; | lipoamide dehydrogenase 1/ dihydrolipoyl dehydrogenases | DIIIATGSVPFVPK | 1,536.80143 | 0.043742 | 0.5158506 | 38 | 2 | T(6): 12.3; S(8): 87.7 | |
|
| 1 | AT1G56220.4 | dormancy/auxin associated family protein | HHTFSFRPSSGNDQSEAGSAR### | 2,354.98525 | 0 | 7.2906E-05 | 36 | 16 | T(3): 13.7; S(5): 57.9; S(9): 13.7; S(10): 13.7; S(15): 1.1; S(19): 0.1 |
| 2 | AT2G17410.2 | ARID/BRIGHT DNA-binding domain-containing protein | HSEENQSPHHHANNVMEQDQAAEER | 3,004.19179 | 0 | 0.00011139 | 60 | 9 | S(2): 97.1; S(7): 2.9 | |
| 3 | AT5G52310.1 | low-temperature-responsive protein 78 (LTI78) | MDQTEEPPLNTHQQHPEEVEHHENGATK | 3,342.38857 | 0 | 2.1345E-05 | 36 | 16 | T(4): 96.1; T(11): 3.8; T(27): 0.0 | |
| 4 | AT5G55160.1 | small ubiquitin-like modifier 2 | SATPEEDKKPDQGAHINLK### | 2,237.97500 | 0.000487 | 0.00798287 | 31 | 2 | S(1): 100.0; T(3): 100.0 | |
| 5 | AT2G24270.2 | aldehyde dehydrogenase 11A3 | AGTGLFAEILDGEVYK### | 1,762.82077 | 0.000503 | 0.0115286 | 38 | 3 | T(3): 100.0; Y(15): 0.0 | |
| 6 | AT1G45207.2 | remorin family protein | GWSSERVPLR | 1,266.59882 | 0.00075 | 0.01489954 | 38 | 24 | S(3): 50.0; S(4): 50.0 | |
| 7 | AT1G01100.1; | 60S acidic ribosomal protein family | STVGELACSYAVMILEDEGIAITADK | 2,836.31522 | 0.000976 | 0.01672018 | 48 | 4 | S(1): 25.0; T(2): 25.0; S(9): 25.0; Y(10): 25.0; T(23): 0.0 | |
| 8 | AT4G12420.1 | cupredoxin superfamily protein | RPLTGPAKVATSIINGTYR | 2,175.06754 | 0.002939 | 0.08369295 | 36 | 3 | T(4): 99.1; T(11): 7.4; S(12): 91.8; T(17): 0.9; Y(18): 0.9 | |
| 9 | AT1G74920.1; | aldehyde dehydrogenase 10A8/9 | SPLIVFDDVDLDK | 1,555.73259 | 0.009502 | 0.2584146 | 70 | 2 | S(1): 100.0 | |
| 10 | AT3G28710.1 | ATPase, V0/A0 complex, subunit C/D | AVNITINSIGTELTR### | 1,681.86216 | 0.015828 | 0.3155473 | 37 | 30 | T(5): 0.0; S(8): 77.3; T(11): 11.3; T(14): 11.3 | |
| 11 | AT1G73610.1 | GDSL-like Lipase/Acylhydrolase superfamily protein | SYETIAPQIIENIKAK### | 1,977.93410 | 0.017056 | 0.3870838 | 30 | 18 | S(1): 50.3; Y(2): 50.3; T(4): 99.3 | |
| 12 | AT2G41110.1 | calmodulin 2 | ADQLTDDQISEFK | 1,589.66288 | 0.019757 | 0.513722 | 50 | 5 | T(5): 100.0; S(10): 0.0 | |
| 13 | AT1G70200.1 | RNA-binding (RRM/RBD/RNP motifs) family protein | QFTGQSLAFGKVIKQIK | 1,973.05405 | 0.02041 | 0.4607051 | 40 | 7 | T(3): 50.0; S(6): 50.0 | |
| 14 | AT2G22400.1 | S-adenosyl-L-methionine-dependent methyltransferases superfamily protein | EIRKNQTLER | 1,366.68921 | 0.02499 | 0.5231273 | 38 | 1 | T(7): 100.0 | |
| 15 | AT4G30630.1 | unknown protein | LSESGGLEVPRKPSGERK### | 2,006.01230 | 0.031388 | 0.6183366 | 32 | 1 | S(2): 0.1; S(4): 0.2; S(14): 99.7 | |
| 16 | AT5G64090.1 | unknown protein | ASHDLNPQAILATR | 1,586.76555 | 0.035 | 0.6582299 | 57 | 1 | S(2): 0.0; T(13): 100.0 | |
| 17 | AT1G80380.3 | P-loop containing nucleoside triphosphate hydrolases superfamily protein | GNAGSHDLKLSVETLEALSKLTK### | 2,491.28416 | 0.043032 | 0.7887968 | 36 | 1 | S(5): 0.2; S(11): 0.1; T(14): 0.2; S(19): 9.4; T(22): 90.1 | |
|
| 1 | AT5G52310.1 | low-temperature-responsive protein 78 (LTI78) | SHELDLKNESDIDKDVPTGFDGEPDFLAK | 3,311.49355 | 0 | 0.0027675 | 58 | 8 | S(1): 0.6; S(10): 98.8; T(18): 0.6 |
| 2 | AT1G01320.2 | tetratricopeptide repeat (TPR)-like superfamily protein | STQPSSGNAKTAGETSEEDGLKTDASSVEPPTLSSTVQSEAYHTK### | 4,690.11245 | 0.000811 | 0.04504684 | 41 | 10 | S(1): 2.7; T(2): 2.7; S(5): 2.7; S(6): 2.7; T(11): 2.7; T(15): 17.1; S(16): 17.1; T(23): 17.1; S(26): 17.1; S(27): 17.1; T(32): 0.5; S(34): 0.1; S(35): 0.1; T(36): 0.1; S(39): 0.0; Y(42): 0.0; T(44): 0.0 | |
| 3 | AT3G11130.1; | clathrin, heavy chain | EYSGKVDELIK### | 1,360.63437 | 0.000811 | 0.04561926 | 49 | 6 | Y(2): 99.7; S(3): 0.3 | |
| 4 | ATMG00285.1 | NADH dehydrogenase 2A | KSEFSTEAGSK### | 1,250.52198 | 0.001809 | 0.09635145 | 66 | 3 | S(2): 0.0; S(5): 9.0; T(6): 91.0; S(10): 0.0 | |
| 5 | AT1G20620.1 | catalase 3 | MDPYKYRPSSAYNAPFYTTNGGAPVSNNISSLTIGER | 4,118.89516 | 0.002241 | 0.04873965 | 47 | 14 | Y(4): 2.0; Y(6): 2.0; S(9): 15.6; S(10): 15.6; Y(12): 15.6; Y(17): 15.6; T(18): 15.6; T(19): 15.6; S(26): 2.0; S(30): 0.3; S(31): 0.1; T(33): 0.0 | |
| 6 | AT3G18780.2 | actin 2 | AEADDIQPIVCDNGTGMVKAGFAGDDAPR### | 3,070.31753 | 0.00444 | 0.09388046 | 45 | 2 | T(15): 100.0 | |
| 7 | AT5G09810.1; | actin 1/7 | ADGEDIQPLVCDNGTGMVKAGFAGDDAPR### | 3,056.32534 | 0.005154 | 0.1148702 | 36 | 5 | T(15): 100.0 | |
| 8 | AT5G56180.1 | actin-related protein 8 | TVVLTGGSACLPGLSER### | 1,796.85564 | 0.005762 | 0.1187534 | 68 | 2 | T(1): 0.0; T(5): 0.0; S(8): 0.1; S(15): 99.8 | |
| 9 | AT1G49240.1 | actin 8 | ADADDIQPIVCDNGTGMVKAGFAGDDAPR### | 3,056.32534 | 0.008319 | 0.1784335 | 36 | 3 | T(15): 100.0 | |
| 10 | AT3G02830.1 | zinc finger protein 1 | NKAGIAGRVSLNMLGYPLR | 2,110.10227 | 0.016331 | 0.3097203 | 47 | 1 | S(10): 100.0; Y(16): 0.0 | |
| 11 | AT1G64790.1 | ILITYHIA | SPIVSAAAFENLVK | 1,525.75934 | 0.017784 | 0.3293382 | 48 | 5 | S(1): 10.3; S(5): 89.7 | |
| 12 | AT4G38770.1 | proline-rich protein 4 | KEVPPPVPVYKPPPK### | 1,751.95328 | 0.026158 | 0.4063287 | 34 | 1 | Y(10): 100.0 | |
| 13 | AT4G31120.2 | SHK1 binding protein 1 | DVHLGIEPTTATPNMFSW### | 2,095.92093 | 0.031227 | 0.430492 | 31 | 1 | T(9): 0.5; T(10): 0.5; T(12): 1.4; S(17): 97.6 | |
| 14 | AT5G16330.1 | NC domain-containing protein-related | RGTCTIAPSDPCDEVISR### | 2,193.86269 | 0.039343 | 0.684857 | 64 | 3 | T(3): 5.3; T(5): 0.4; S(9): 94.3; S(17): 100.0 |
###: Peptides marked with “###” are from proteins that are, so far, not annotated as phosphoproteins. All other peptides belong to known phosphoproteins, but are themselves not reported as being phosphorylated. Abbreviations: MH+ = Positive ion mode pseudo-molecular ion; Da = Dalton; PEP = Posterior error probability; PSM = peptide spectrum match.
Figure 4Examples of the increased detection of phosphopeptides associated with a particular protein in the PAPE fraction. A progressively increasing number of phosphopeptide detections is seen for the listed proteins from the crude to the PAPE fraction. (Abbreviations: NR2, nitrate reductase 2; RD29, desiccation-responsive protein 29, which is also known as low-temperature-responsive protein 78; TPR-like, proteins from the tetratricopeptide repeat superfamily).