Toward a comprehensive characterization of a human cancer cell phosphoproteome.
Article Details
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Zhou H, Di Palma S, Preisinger C, Peng M, Polat AN, Heck AJ, Mohammed S
Toward a comprehensive characterization of a human cancer cell phosphoproteome.
J Proteome Res. 2013 Jan 4;12(1):260-71. doi: 10.1021/pr300630k. Epub 2012 Dec 18.
- PubMed ID
- 23186163 [ View in PubMed]
- Abstract
Mass spectrometry (MS)-based phosphoproteomics has achieved extraordinary success in qualitative and quantitative analysis of cellular protein phosphorylation. Considering that an estimated level of phosphorylation in a cell is placed at well above 100,000 sites, there is still much room for improvement. Here, we attempt to extend the depth of phosphoproteome coverage while maintaining realistic aspirations in terms of available material, robustness, and instrument running time. We developed three strategies, where each provided a different balance between these three key parameters. The first strategy simply used enrichment by Ti(4+)-IMAC followed by reversed chromatography LC-MS (termed 1D). The second strategy incorporated an additional fractionation step through the use of HILIC (2D). Finally, a third strategy was designed employing first an SCX fractionation, followed by Ti(4+)-IMAC enrichment and additional fractionation by HILIC (3D). A preliminary evaluation was performed on the HeLa cell line. Detecting 3700 phosphopeptides in about 2 h, the 1D strategy was found to be the most sensitive but limited in comprehensivity, mainly due to issues with complexity and dynamic range. Overall, the best balance was achieved using the 2D based strategy, identifying close to 17,000 phosphopeptides with less than 1 mg of material in about 48 h. Subsequently, we confirmed the findings with the K562 cell sample. When sufficient material was available, the 3D strategy increased phosphoproteome allowing over 22,000 unique phosphopeptides to be identified. Unfortunately, the 3D strategy required more time and over 1 mg of material before it started to outperform 2D. Ultimately, combining all strategies, we were able to identify over 16,000 and nearly 24,000 unique phosphorylation sites from the cancer cell lines HeLa and K562, respectively. In summary, we demonstrate the need to carry out extensive fractionation for deep mining of the phosphoproteome and provide a guide for appropriate strategies depending on sample amount and/or analysis time.
DrugBank Data that Cites this Article
- Polypeptides
Name UniProt ID Histone deacetylase 5 Q9UQL6 Details High affinity cAMP-specific and IBMX-insensitive 3',5'-cyclic phosphodiesterase 8B O95263 Details Inositol 1,4,5-trisphosphate receptor type 2 Q14571 Details Inositol 1,4,5-trisphosphate receptor type 3 Q14573 Details Jun dimerization protein 2 Q8WYK2 Details Cyclic AMP-dependent transcription factor ATF-1 P18846 Details Cyclic AMP-dependent transcription factor ATF-2 P15336 Details Cyclic AMP-dependent transcription factor ATF-3 P18847 Details Cyclic AMP-dependent transcription factor ATF-5 Q9Y2D1 Details Cyclic AMP-dependent transcription factor ATF-7 P17544 Details Metal regulatory transcription factor 1 Q14872 Details Protein PML P29590 Details Metal transporter CNNM2 Q9H8M5 Details Tricarboxylate transport protein, mitochondrial P53007 Details Sodium-dependent phosphate transporter 2 Q08357 Details Cytochrome c oxidase copper chaperone Q14061 Details Hephaestin Q9BQS7 Details Calcineurin B homologous protein 1 Q99653 Details Calmodulin-2 P0DP24 Details Calmodulin-3 P0DP25 Details DNA-3-methyladenine glycosylase P29372 Details 60 kDa heat shock protein, mitochondrial P10809 Details 40S ribosomal protein S2 P15880 Details Heterogeneous nuclear ribonucleoproteins A2/B1 P22626 Details Heterogeneous nuclear ribonucleoprotein H P31943 Details Heterogeneous nuclear ribonucleoprotein H3 P31942 Details Heterogeneous nuclear ribonucleoprotein L P14866 Details Splicing factor, proline- and glutamine-rich P23246 Details Splicing factor 3A subunit 2 Q15428 Details Receptor of activated protein C kinase 1 P63244 Details Stress-induced-phosphoprotein 1 P31948 Details Eukaryotic initiation factor 4A-I P60842 Details 14-3-3 protein beta/alpha P31946 Details Hepatoma-derived growth factor P51858 Details Phosphoglycerate mutase 1 P18669 Details Ran-specific GTPase-activating protein P43487 Details Kell blood group glycoprotein P23276 Details Integrin alpha-5 P08648 Details Huntingtin P42858 Details Cap-specific mRNA (nucleoside-2'-O-)-methyltransferase 1 Q8N1G2 Details Neural cell adhesion molecule L1 P32004 Details Prohibitin-2 Q99623 Details Flap endonuclease 1 P39748 Details Beclin-1 Q14457 Details Eukaryotic translation initiation factor 3 subunit F O00303 Details RuvB-like 2 Q9Y230 Details Splicing factor 3B subunit 3 Q15393 Details Heterogeneous nuclear ribonucleoprotein F P52597 Details Heterogeneous nuclear ribonucleoprotein K P61978 Details Heat shock 70 kDa protein 4 P34932 Details Heat shock protein 105 kDa Q92598 Details Nuclear migration protein nudC Q9Y266 Details 26S protease regulatory subunit 6A P17980 Details Splicing factor 3A subunit 3 Q12874 Details SWI/SNF-related matrix-associated actin-dependent regulator of chromatin subfamily E member 1 Q969G3 Details Tumor protein D54 O43399 Details Tropomyosin alpha-3 chain P06753 Details Tropomyosin alpha-4 chain P67936 Details Ubiquitin carboxyl-terminal hydrolase 14 P54578 Details Alpha-2-HS-glycoprotein P02765 Details Chromobox protein homolog 5 P45973 Details Keratin, type I cytoskeletal 10 P13645 Details Lys-63-specific deubiquitinase BRCC36 P46736 Details Desmoplakin P15924 Details KAT8 regulatory NSL complex subunit 3 Q9P2N6 Details Far upstream element-binding protein 2 Q92945 Details Cysteine and glycine-rich protein 1 P21291 Details Filamin-A P21333 Details Heterogeneous nuclear ribonucleoprotein D0 Q14103 Details Heterochromatin protein 1-binding protein 3 Q5SSJ5 Details Ras GTPase-activating-like protein IQGAP1 P46940 Details Nucleophosmin P06748 Details 60S ribosomal protein L14 P50914 Details 60S ribosomal protein L18 Q07020 Details 60S ribosomal protein L35 P42766 Details 60S ribosomal protein L4 P36578 Details 40S ribosomal protein S13 P62277 Details 40S ribosomal protein S17 P08708 Details 40S ribosomal protein S28 P62857 Details 40S ribosomal protein S5 P46782 Details 40S ribosomal protein S6 P62753 Details 40S ribosomal protein S8 P62241 Details 40S ribosomal protein S9 P46781 Details Splicing factor 1 Q15637 Details Small nuclear ribonucleoprotein Sm D2 P62316 Details Serine/arginine-rich splicing factor 4 Q08170 Details Transgelin-2 P37802 Details Zyxin Q15942 Details Serine/arginine-rich splicing factor 1 Q07955 Details Survival motor neuron protein B4DP61 Details Transient receptor potential cation channel subfamily V member 2 Q9Y5S1 Details Myosin-9 P35579 Details Probable ATP-dependent RNA helicase DDX5 P17844 Details Splicing factor 3B subunit 1 O75533 Details Sodium/myo-inositol cotransporter P53794 Details Elongation of very long chain fatty acids protein 5 Q9NYP7 Details Serine/threonine-protein kinase 24 Q9Y6E0 Details Serine/threonine-protein kinase 3 Q13188 Details Serine/threonine-protein kinase 38 Q15208 Details Serine/threonine-protein kinase 38-like Q9Y2H1 Details STE20/SPS1-related proline-alanine-rich protein kinase Q9UEW8 Details Serine/threonine-protein kinase TAO1 Q7L7X3 Details Serine/threonine-protein kinase TAO3 Q9H2K8 Details Serine/threonine-protein kinase TBK1 Q9UHD2 Details Serine/threonine-protein kinase tousled-like 1 Q9UKI8 Details Serine/threonine-protein kinase tousled-like 2 Q86UE8 Details TRAF2 and NCK-interacting protein kinase Q9UKE5 Details Non-receptor tyrosine-protein kinase TNK1 Q13470 Details Tyrosine-protein kinase receptor TYRO3 Q06418 Details Serine/threonine-protein kinase ULK1 O75385 Details AP2-associated protein kinase 1 Q2M2I8 Details BMP-2-inducible protein kinase Q9NSY1 Details Calcium/calmodulin-dependent protein kinase kinase 1 Q8N5S9 Details Calcium/calmodulin-dependent protein kinase kinase 2 Q96RR4 Details Serine/threonine-protein kinase MRCK gamma Q6DT37 Details Citron Rho-interacting kinase O14578 Details Dual specificity protein kinase CLK2 P49760 Details Dual specificity protein kinase CLK4 Q9HAZ1 Details Casein kinase I isoform alpha P48729 Details Death-associated protein kinase 2 Q9UIK4 Details Serine/threonine-protein kinase DCLK2 Q8N568 Details Interferon-induced, double-stranded RNA-activated protein kinase P19525 Details eIF-2-alpha kinase GCN2 Q9P2K8 Details Tyrosine-protein kinase Fer P16591 Details Cyclin-G-associated kinase O14976 Details Glycogen synthase kinase-3 alpha P49840 Details Interleukin-1 receptor-associated kinase 1 P51617 Details Serine/threonine-protein kinase SIK3 Q9Y2K2 Details Serine/threonine-protein kinase LATS1 O95835 Details LIM domain kinase 2 P53671 Details Dual specificity mitogen-activated protein kinase kinase 6 P52564 Details Mitogen-activated protein kinase kinase kinase 11 Q16584 Details Mitogen-activated protein kinase kinase kinase 15 Q6ZN16 Details Mitogen-activated protein kinase kinase kinase 3 Q99759 Details Mitogen-activated protein kinase kinase kinase 4 Q9Y6R4 Details Mitogen-activated protein kinase kinase kinase 6 O95382 Details Mitogen-activated protein kinase kinase kinase kinase 2 Q12851 Details Mitogen-activated protein kinase kinase kinase kinase 4 O95819 Details Mitogen-activated protein kinase kinase kinase kinase 5 Q9Y4K4 Details Mitogen-activated protein kinase 4 P31152 Details MAP kinase-activated protein kinase 5 Q8IW41 Details Serine/threonine-protein kinase MARK1 Q9P0L2 Details Serine/threonine-protein kinase MARK2 Q7KZI7 Details MAP/microtubule affinity-regulating kinase 3 P27448 Details MAP/microtubule affinity-regulating kinase 4 Q96L34 Details CLIP-associating protein 1 Q7Z460 Details Megakaryocyte-associated tyrosine-protein kinase P42679 Details Maternal embryonic leucine zipper kinase Q14680 Details Misshapen-like kinase 1 Q8N4C8 Details MAP kinase-interacting serine/threonine-protein kinase 1 Q9BUB5 Details MAP kinase-interacting serine/threonine-protein kinase 2 Q9HBH9 Details Myosin light chain kinase 3 Q32MK0 Details Serine/threonine-protein kinase Nek1 Q96PY6 Details Serine/threonine-protein kinase Nek4 P51957 Details Serine/threonine-protein kinase Nek9 Q8TD19 Details Serine/threonine-protein kinase OSR1 O95747 Details Serine/threonine-protein kinase PAK 1 Q13153 Details Serine/threonine-protein kinase PAK 2 Q13177 Details Serine/threonine-protein kinase PAK 4 O96013 Details Cyclin-dependent kinase 17 Q00537 Details Phosphatidylinositol 4-kinase beta Q9UBF8 Details Membrane-associated tyrosine- and threonine-specific cdc2-inhibitory kinase Q99640 Details Serine/threonine-protein kinase N1 Q16512 Details Serine/threonine-protein kinase N2 Q16513 Details Serine/threonine-protein kinase PLK4 O00444 Details Serine/threonine-protein kinase PRP4 homolog Q13523 Details Serine/threonine-protein kinase RIO1 Q9BRS2 Details Serine/threonine-protein kinase RIO2 Q9BVS4 Details Serine/threonine-protein kinase RIO3 O14730 Details Receptor-interacting serine/threonine-protein kinase 1 Q13546 Details Receptor-interacting serine/threonine-protein kinase 2 O43353 Details Serine/threonine-protein kinase SIK2 Q9H0K1 Details SNF-related serine/threonine-protein kinase Q9NRH2 Details Serine/threonine-protein kinase 10 O94804 Details Serine/threonine-protein kinase 17A Q9UEE5 Details Histone-lysine N-methyltransferase EZH2 Q15910 Details Exportin-1 O14980 Details POU domain, class 2, transcription factor 1 P14859 Details Mitogen-activated protein kinase 6 Q16659 Details NAD-dependent protein deacetylase sirtuin-2 Q8IXJ6 Details Dystrophin P11532 Details Solute carrier family 43 member 3 Q8NBI5 Details Peroxisome proliferator-activated receptor gamma coactivator 1-beta Q86YN6 Details Voltage-gated potassium channel subunit beta-2 Q13303 Details Cytochrome b reductase 1 Q53TN4 Details ATP-citrate synthase P53396 Details Very long-chain acyl-CoA synthetase O14975 Details Solute carrier family 23 member 2 Q9UGH3 Details Sodium-coupled neutral amino acid transporter 1 Q9H2H9 Details Sodium-coupled neutral amino acid transporter 2 Q96QD8 Details DNA (cytosine-5)-methyltransferase 3A Q9Y6K1 Details Sphingosine 1-phosphate receptor 3 Q99500 Details Zinc transporter ZIP10 Q9ULF5 Details Zinc transporter ZIP6 Q13433 Details Zinc transporter 1 Q9Y6M5 Details Zinc transporter ZIP3 Q9BRY0 Details Zinc transporter 6 Q6NXT4 Details Receptor tyrosine-protein kinase erbB-3 P21860 Details Diacylglycerol kinase zeta Q13574 Details V-type proton ATPase subunit S1 Q15904 Details Tyrosine-protein phosphatase non-receptor type 12 Q05209 Details Tyrosine-protein phosphatase non-receptor type 6 P29350 Details V-type proton ATPase 116 kDa subunit a isoform 1 Q93050 Details V-type proton ATPase 116 kDa subunit a isoform 2 Q9Y487 Details Mitochondrial potassium channel Q96ER9 Details Plasma membrane calcium-transporting ATPase 1 P20020 Details Plasma membrane calcium-transporting ATPase 4 P23634 Details Caspase-9 P55211 Details DNA (cytosine-5)-methyltransferase 3B Q9UBC3 Details Interleukin-6 receptor subunit beta P40189 Details Sphingosine kinase 2 Q9NRA0 Details Leucyl-cystinyl aminopeptidase Q9UIQ6 Details Equilibrative nucleoside transporter 3 Q9BZD2 Details Molybdopterin synthase catalytic subunit O96007 Details Receptor protein-tyrosine kinase Q504U8 Details Serine/threonine-protein kinase ATR Q13535 Details P-selectin glycoprotein ligand 1 Q14242 Details Microphthalmia-associated transcription factor O75030 Details Eukaryotic translation initiation factor 4E-binding protein 1 Q13541 Details Lysine-specific histone demethylase 1A O60341 Details Signal transducer and activator of transcription 1-alpha/beta P42224 Details Proliferation marker protein Ki-67 P46013 Details G1/S-specific cyclin-D3 P30281 Details G1/S-specific cyclin-D2 P30279 Details Histone acetyltransferase p300 Q09472 Details ELAV-like protein 1 Q15717 Details Nuclear factor erythroid 2-related factor 2 Q16236 Details Dual specificity mitogen-activated protein kinase kinase 7 O14733 Details cAMP-dependent protein kinase type I-beta regulatory subunit P31321 Details Hemoglobin subunit gamma-1 P69891 Details Hemoglobin subunit gamma-2 P69892 Details Bcl-2-binding component 3, isoforms 1/2 Q9BXH1 Details Bcl-2-like protein 11 O43521 Details Adenylate cyclase type 3 O60266 Details Adenylate cyclase type 6 O43306 Details Adenylate cyclase type 9 O60503 Details