profiling and cross-talk of tyrosine phosphorylation with

1
Hongbo Gu | Cell Signaling Technology | 3 Trask Lane, Danvers, MA 01923 phone: 978-867-2300 x2211 | email: [email protected] | www.cellsignal.com Contact Information Results © 2014 Cell Signaling Technology. Inc. Cell Signaling Technology ® , CST , PTMScan ® , and XP ® are trademarks of Cell Signaling Technology, Inc. Easy-nLC and Orbitrap Velos are trademarks of Thermo Fisher Scientific Inc. SEQUEST ® is a registered trade- mark of the University of Washington. SORCERER is a trademark of Sage-N Research. Spotfire ® is a registered trademark of TIBCO Software Inc. 14PSTSHOWPTMS0177ENG_00 Figure 2: Motif logo analysis of lysine acetylation and succinylation reagents. Table 1: Identification of lysine acetylation and succinylation in mouse liver by IAP-LC-MS/MS. Modified peptides were enriched from tryptic peptides of mouse liver (5 mg) using the appropriate antibodies and then analyzed using an Orbitrap-Velos over a 120 min gradient. Figure 3: Overlap between lysine acetylation and succinylation at the modification site and identified protein levels. Figure 4: Coverage of metabolic enzymes identified by combining lysine acetylation and succinylation IAPs. Enzymes identified by acetylation, succinylation and both are labeled in red, green and blue, respectively. Figure 5: Experimental flow chart of PTM cross-talk in BT474 resistant cells. Tryptic peptides of BT474 and BT474 lapatinib- resistant cells were subject to phospho-tyrosine (pY) IAP followed by IAPs of lysine acetylation and succinylation sequentially using the flow-through from the previous IAP. Enriched peptides from each IAP were analyzed by LC-MS/MS. Raw data was processed by label- free quantification using Skyline for quantitative fold change of each identified modification site. Figure 6: Volcano plots of PTM sites quantified by comparative analysis between wild-type and lapatinib-resistant BT474 cells. Fold change of each site represents the ratio average intensity of the site in resistant over wild-type BT474 cells. Enriched peptides from two independent culture batches (two biological replications) were analyzed in duplicate (two technical replications). Two-tail t-test was performed to calculate p-value for each ratio. Table 2: Identification of phospho-tyrosine, lysine acetylation and lysine succinylation. Enriched peptides from BT474 and BT474-lapatinib-resistant cells were analyzed by Orbitrap-Velos over a 90 min gradient. The raw data was searched against the NCBI human database and merged for label free quantification. Figure 7: Pathway analysis of identified and quantified sites of tyrosine phosphorylation, lysine acetylation and lysine succinylation. Identification of proteins carrying PTMs is indicated by background colors of squares. Fold changes for each PTM on the protein are represented by the pie charts next to protein symbols. Profiling and Cross-Talk of Tyrosine Phosphorylation with Lysine Acetylation and Succinylation in Tyrosine Kinase Inhibitor Resistant Breast Cancer Cells Human epidermal growth factor receptor 2 (HER2) is a member of the type I transmembrane receptor kinase family and regulates cell growth and differentiation. Overexpression of HER2 is found in over 25% of breast cancer cells, and is indicative of a poor clinical outcome. Selective HER2 inhibitors were developed to treat cancers that become resistant to the monoclonal antibody trastuzumab, which is used as a standard therapy in these cancers. Of these, lapatinib is the one with best specificity and this inhibits both HER2 and EGFR tyrosine kinases. Unfortunately, resistance to lapatinib has also been observed within 12 months of starting therapy. In this case, the inhibition of HER2 kinase is thought to activate redundant survival pathways, which leads to resistance. Immunoaffinity Purification (IAP) enrichment of post-translational modifications (PTMs) using antibodies against specific PTMs followed by LC-MS/MS anal- ysis has become a popular high-throughput technique to unveil dependent signaling networks. To better understand the signaling pathways and molecular mechanisms involved in acquired resistance to lapatinib, we performed a large-scale quantitative study on phospho-tyrosine (pY), acetylated-lysine (Ac-K) and succinylated-lysine (Suc-K) PTMs in wild-type BT474 breast cancer cells and their lapatinib-resistant counterparts. A substantial increase in the abun- dance of tyrosine phosphorylation was observed in resistant cells, which provided support for the assumption that multiple survival pathways were acti- vated by the up-regulation of tyrosine phosphorylation. In addition, hundreds of sites of lysine acetylation and succinylation were found to be deregulated in metabolic enzymes, and multiple transcription factors important in signaling pathways such as the PI3K-Akt, Rap1, and insulin-mediated pathways. By combining the quantitative data from the multiple PTM profiling study, we illustrate for the first time, evidence for cross-talk between tyrosine phosphoryla- tion with lysine modifications in breast cancer cells resistant to tyrosine kinase inhibitors. Introduction Cells and Lyophilized Peptides Wild-type and lapatinib-resistant BT474 cells were from Dr. Neil Spector’s lab cultured as previously described (1). Biological duplicates for each cell line were prepared, and the cells were harvested and lysed in urea lysis buffer. Lysates (6 mg of total soluble protein) were reduced by DTT, alkylated by iodoacetamide, and digested by trypsin. Crude peptides were purified by C18 Sep-Pak (Waters Corp, Milford MA) column and subject to lyophilization. Immunoaffinity Purification of Tyrosine Phosphorylated, Lysine Acetylated and Succinylated Peptides IAP of pY, Ac-K, and Suc-K containing tryptic peptides from wild-type BT474 and lapatinib-resistant cells was performed using the PTMScan ® protocol as described previously (2). Briefly, antibodies corresponding to each PTM were conjugated to Protein A beads (Roche) overnight at 4˚C and then washed extensively with PBS. A total of 6 mg of tryptic peptides were dissolved in 1.4 ml of IAP buffer, mixed with phospho-tyrosine antibody beads, and incu- bated for 2 hours at 4˚C. Flow-through of the IAP was subject to IAPs of lysine acetylation and lysine succinylation in sequence. After IAP, the beads were washed twice with 1 ml of IAP buffer and three times with 1 ml of HPLC grade water. Peptides were eluted from beads using 0.15% TFA. Eluted peptides were desalted over tops packed with Empore C18 and eluted with 40% acetonitrile in 0.1% TFA. Eluted peptides were dried under vacuum (Figure 1). LC-MS/MS Analysis and Database Searching Enriched peptides for each PTM were separated on a 100 μm X 15 cm reversed-phase column and eluted using a 90-min linear gradient of 5%–30% acetonitrile in 0.125% formic acid delivered at 300 nl/min using an Easy-nLC (Thermo Fisher Scientific Inc). Tandem mass spectra were collected in a data-dependent manner with an Orbitrap Velos mass spectrometer (3). All MS/MS spectra were then exported as individual DTA files and searched using SEQUEST ® (v. 28 (rev. 12), 1998–2007) against the NCBI human database and their reversed complements. A precursor mass tolerance of 50 ppm and a product ion tolerance of 1.0 Da (CID) were allowed. One tryptic terminus was required, and four missed cleavages were allowed. Static carbami- domethylation of cysteine (+57.02146374) was required, and appropriate variable modification [pY (+79.9663304104), Ac-K (+42.0105646863), Suc-K (+100.0160439947)] and methionine oxidation (+15.9949146221) were dynamically allowed with a maximum of four modifications of one type per peptide. Peptide spectral matches were filtered to a 5% false discovery rate using linear discriminant analysis in combination with the target-decoy strategy. Peptide Quantification and KEGG Pathway Analysis For each PTM IAP study, filtered pepXML files containing modified peptides only and raw data were processed by Skyline v2.5 according to the online tutorial. Quantitative data was evaluated and clustered in TIBCO Spotfire ® DecisionSite v 9.1.2. Pathway analysis of identified proteins with modifications combined from all three PTM IAPs was done in KEGG Mapper module by importing the accession numbers of the identified proteins. Methods 1. Chen, F., Xia, W., and Spector, N. (2008) Clin. Cancer Res. 14, 6730–6734. 2. Rush, J., Moritz, A., Lee, K.A., Guo, A., Goss, V.L., Spek, E.J., Zhang, H., Zha, X.M., Polakiewicz, R.D. and Comb, M.J. (2005) Nat. Biotechnol. 23, 94–101. 3. Gu, H., Stokes, M., Guo, A., Lee, K., Ren, J.M., Jia, X., Suri, V. and Silva, J. (2013) 61st Annual American Society for Mass Spectrometry (ASMS), Minneapolis, MN. References Hongbo Gu 1 , Erik J. Soderblom 2 , J. Will Thompson 2 , Wenle Xia 2 , Kimberly A. Lee 1 , Jian-min Ren 1 , Neil Spector 2 , M. Arthur Moseley 2 , Jeffrey C. Silva 1 1: Cell Signaling Technology, Danvers, MA 01923 2: Duke University School of Medicine, Durham, NC 27710 Presentation Posters, Case Studies and Publications Unique Peptides Sites Proteins CST Reagent Acetylation 3,719 2,549 1,098 #13416 Succinylation 4,552 2,986 948 #13764 Unique Peptides Sites Proteins CST Reagent pY 3,707 1,635 1,380 #8803 Acetylation 6,377 3,094 1,857 #13416 Succinylation 3,250 1,320 1,320 #13764 Acetylation n=2,374 Succinylation n=2,756 Modification Site Identified Protein Acetylation Succinylation Acetylation Succinylation 1,332 1,227 1,759 451 647 301 Glycan Biosynthesis and Metabolism Lipid Metabolism Carbohydrate Metabolism Amino Acid Metabolism Nucleotide Metabolism Metabolism of Cofactors and Vitamins Energy Metabolism Metabolism of Other Amino Acid Xenobiotics Biodegradation and Metabolism Biosynthesis of Other Secondary Metabolites Metabolism of Terpenoids and Polyketides BT474 pY enrichment LC-MS/MS LC-MS/MS LC-MS/MS Acetylation enrichment Succinylation enrichment BT474-lapatinib resistant pY enrichment Acetylation enrichment Succinylation enrichment 8 7 6 5 4 3 2 1 0 -Log 10 (p-value) Log2 ratio: resistant/wild type BT474 Log2 ratio: resistant/wild type BT474 -Log 10 (p-value) 6 5 4 3 2 1 0 0 1 2 3 4 5 6 7 -7 -6 -5 -4 -3 -2 -1 0 1 2 3 4 5 -6 -5 -4 -3 -2 -1 7 6 5 4 3 2 1 0 -Log 10 (p-value) Log2 ratio: resistant/wild type BT474 0 1 2 3 4 5 6 7 8 9 10 -5 -4 -3 -2 -1 ZNF638 (945) AP1B1 (328) PSMD9 (41) Nck1 (112) Rab2B (3) Rab2B (3) PKCD (630) DYRK2 (382) MACROD1 (K309) K8 (K122) P38A (182) P38D (182) PDHX (K194) SARS2 (K110) RARS2 (K138) ACAA2 (K137) CCT-delta (K321) MDH2 (K307) HIBCH (K353) MDH1 (K107) ZNF638 (K1441) TAGLN2 (K20) HDHD3 (K15) BCKDH E1-alpha (K380) MDH2 (K307) ACO2 (K233) NNT (K394) HADHSC (K202) ATP5J (K46) C1QBP (K91) DHTKD1 (K553) SUMO2 (K42) RPL15 (K140) DLD (K143) H2B (K86) K8 (K130) USP7 (K869) GAPDH (K194) IARS2 (K775) PDHB (K354) HMGCS2 (K221) ACADS (K306) HMGCS2 (K437) SLC25A24 (K437) Phospho-tyrosine Acetylation Succinylation Pathway in Cancer Fold change of pY Protein with pY only Protein with acetylation only Protein with succinylation only Protein with pY and acetylation Protein with pY and succinylation Protein with acetylation and succinylation Protein with all three PTMs Fold change greater than 2.0 Fold change less than -2.0 Mixed fold change found in the protein No significant fold change was detected Certain PTM was not identified Fold change Acetylation Fold change Succinylation P13K-AKT Signaling Pathway Figure 1: PTMScan Method. Immunoaffinity LC-MS/MS using Acetyl-lysine or Succinyl-lysine Motif Antibodies.

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Hongbo Gu | Cell Signaling Technology | 3 Trask Lane, Danvers, MA 01923

phone: 978-867-2300 x2211 | email: [email protected] | www.cellsignal.com

Contact Information

Results

© 2014 Cell Signaling Technology. Inc. Cell Signaling Technology®, CST™, PTMScan®, and XP® are trademarks of Cell Signaling Technology, Inc. Easy-nLC™ and Orbitrap Velos™ are trademarks of Thermo Fisher Scientific Inc. SEQUEST® is a registered trade-mark of the University of Washington. SORCERER™ is a trademark of Sage-N Research. Spotfire® is a registered trademark of TIBCO Software Inc.

14PSTSHOWPTMS0177ENG_00

Figure 2: Motif logo analysis of lysine acetylation and succinylation reagents.

Table 1: Identification of lysine acetylation and succinylation in mouse liver by IAP-LC-MS/MS. Modified peptides were enriched from tryptic peptides of mouse liver (5 mg) using the appropriate antibodies and then analyzed using an Orbitrap-Velos™ over a 120 min gradient.

Figure 3: Overlap between lysine acetylation and succinylation at the modification site and identified protein levels.

Figure 4: Coverage of metabolic enzymes identified by combining lysine acetylation and succinylation IAPs. Enzymes identified by acetylation, succinylation and both are labeled in red, green and blue, respectively.

Figure 5: Experimental flow chart of PTM cross-talk in BT474 resistant cells. Tryptic peptides of BT474 and BT474 lapatinib-resistant cells were subject to phospho-tyrosine (pY) IAP followed by IAPs of lysine acetylation and succinylation sequentially using the flow-through from the previous IAP. Enriched peptides from each IAP were analyzed by LC-MS/MS. Raw data was processed by label-free quantification using Skyline for quantitative fold change of each identified modification site.

Figure 6: Volcano plots of PTM sites quantified by comparative analysis between wild-type and lapatinib-resistant BT474 cells. Fold change of each site represents the ratio average intensity of the site in resistant over wild-type BT474 cells. Enriched peptides from two independent culture batches (two biological replications) were analyzed in duplicate (two technical replications). Two-tail t-test was performed to calculate p-value for each ratio.

Table 2: Identification of phospho-tyrosine, lysine acetylation and lysine succinylation. Enriched peptides from BT474 and BT474-lapatinib-resistant cells were analyzed by Orbitrap-Velos™ over a 90 min gradient. The raw data was searched against the NCBI human database and merged for label free quantification.

Figure 7: Pathway analysis of identified and quantified sites of tyrosine phosphorylation, lysine acetylation and lysine succinylation. Identification of proteins carrying PTMs is indicated by background colors of squares. Fold changes for each PTM on the protein are represented by the pie charts next to protein symbols.

Profiling and Cross-Talk of Tyrosine Phosphorylation with Lysine Acetylation and Succinylation in Tyrosine Kinase Inhibitor Resistant Breast Cancer Cells

Human epidermal growth factor receptor 2 (HER2) is a member of the type I transmembrane receptor kinase family and regulates cell growth and differentiation. Overexpression of HER2 is found in over 25% of breast cancer cells, and is indicative of a poor clinical outcome. Selective HER2 inhibitors were developed to treat cancers that become resistant to the monoclonal antibody trastuzumab, which is used as a standard therapy in these cancers. Of these, lapatinib is the one with best specificity and this inhibits both HER2 and EGFR tyrosine kinases. Unfortunately, resistance to lapatinib has also been observed within 12 months of starting therapy. In this case, the inhibition of HER2 kinase is thought to activate redundant survival pathways, which leads to resistance.

Immunoaffinity Purification (IAP) enrichment of post-translational modifications (PTMs) using antibodies against specific PTMs followed by LC-MS/MS anal-ysis has become a popular high-throughput technique to unveil dependent signaling networks. To better understand the signaling pathways and molecular mechanisms involved in acquired resistance to lapatinib, we performed a large-scale quantitative study on phospho-tyrosine (pY), acetylated-lysine (Ac-K) and succinylated-lysine (Suc-K) PTMs in wild-type BT474 breast cancer cells and their lapatinib-resistant counterparts. A substantial increase in the abun-dance of tyrosine phosphorylation was observed in resistant cells, which provided support for the assumption that multiple survival pathways were acti-vated by the up-regulation of tyrosine phosphorylation. In addition, hundreds of sites of lysine acetylation and succinylation were found to be deregulated in metabolic enzymes, and multiple transcription factors important in signaling pathways such as the PI3K-Akt, Rap1, and insulin-mediated pathways. By combining the quantitative data from the multiple PTM profiling study, we illustrate for the first time, evidence for cross-talk between tyrosine phosphoryla-tion with lysine modifications in breast cancer cells resistant to tyrosine kinase inhibitors.

Introduction

Cells and Lyophilized PeptidesWild-type and lapatinib-resistant BT474 cells were from Dr. Neil Spector’s lab cultured as previously described (1). Biological duplicates for each cell line were prepared, and the cells were harvested and lysed in urea lysis buffer. Lysates (6 mg of total soluble protein) were reduced by DTT, alkylated by iodoacetamide, and digested by trypsin. Crude peptides were purified by C18 Sep-Pak (Waters Corp, Milford MA) column and subject to lyophilization.

Immunoaffinity Purification of Tyrosine Phosphorylated, Lysine Acetylated and Succinylated PeptidesIAP of pY, Ac-K, and Suc-K containing tryptic peptides from wild-type BT474 and lapatinib-resistant cells was performed using the PTMScan® protocol as described previously (2). Briefly, antibodies corresponding to each PTM were conjugated to Protein A beads (Roche) overnight at 4˚C and then washed extensively with PBS. A total of 6 mg of tryptic peptides were dissolved in 1.4 ml of IAP buffer, mixed with phospho-tyrosine antibody beads, and incu-bated for 2 hours at 4˚C. Flow-through of the IAP was subject to IAPs of lysine acetylation and lysine succinylation in sequence. After IAP, the beads were washed twice with 1 ml of IAP buffer and three times with 1 ml of HPLC grade water. Peptides were eluted from beads using 0.15% TFA. Eluted peptides were desalted over tops packed with Empore™ C18 and eluted with 40% acetonitrile in 0.1% TFA. Eluted peptides were dried under vacuum (Figure 1).

LC-MS/MS Analysis and Database SearchingEnriched peptides for each PTM were separated on a 100 μm X 15 cm reversed-phase column and eluted using a 90-min linear gradient of 5%–30% acetonitrile in 0.125% formic acid delivered at 300 nl/min using an Easy-nLC™ (Thermo Fisher Scientific Inc). Tandem mass spectra were collected in a data-dependent manner with an Orbitrap Velos™ mass spectrometer (3). All MS/MS spectra were then exported as individual DTA files and searched using SEQUEST® (v. 28 (rev. 12), 1998–2007) against the NCBI human database and their reversed complements. A precursor mass tolerance of 50 ppm and a product ion tolerance of 1.0 Da (CID) were allowed. One tryptic terminus was required, and four missed cleavages were allowed. Static carbami-domethylation of cysteine (+57.02146374) was required, and appropriate variable modification [pY (+79.9663304104), Ac-K (+42.0105646863), Suc-K (+100.0160439947)] and methionine oxidation (+15.9949146221) were dynamically allowed with a maximum of four modifications of one type per peptide. Peptide spectral matches were filtered to a 5% false discovery rate using linear discriminant analysis in combination with the target-decoy strategy.

Peptide Quantification and KEGG Pathway Analysis For each PTM IAP study, filtered pepXML files containing modified peptides only and raw data were processed by Skyline v2.5 according to the online tutorial. Quantitative data was evaluated and clustered in TIBCO Spotfire® DecisionSite v 9.1.2. Pathway analysis of identified proteins with modifications combined from all three PTM IAPs was done in KEGG Mapper module by importing the accession numbers of the identified proteins.

Methods

1. Chen, F., Xia, W., and Spector, N. (2008) Clin. Cancer Res. 14, 6730–6734.

2. Rush, J., Moritz, A., Lee, K.A., Guo, A., Goss, V.L., Spek, E.J., Zhang, H., Zha, X.M., Polakiewicz, R.D. and Comb, M.J. (2005) Nat. Biotechnol. 23, 94–101.

3. Gu, H., Stokes, M., Guo, A., Lee, K., Ren, J.M., Jia, X., Suri, V. and Silva, J. (2013) 61st Annual American Society for Mass Spectrometry (ASMS), Minneapolis, MN.

References

Hongbo Gu1, Erik J. Soderblom2, J. Will Thompson2, Wenle Xia2, Kimberly A. Lee1, Jian-min Ren1, Neil Spector2, M. Arthur Moseley2, Jeffrey C. Silva1 1: Cell Signaling Technology, Danvers, MA 01923 2: Duke University School of Medicine, Durham, NC 27710

Presentation Posters, Case Studies and Publications

Unique Peptides Sites Proteins CST Reagent

Acetylation 3,719 2,549 1,098 #13416

Succinylation 4,552 2,986 948 #13764

Unique Peptides Sites Proteins CST Reagent

pY 3,707 1,635 1,380 #8803

Acetylation 6,377 3,094 1,857 #13416

Succinylation 3,250 1,320 1,320 #13764

Acetylation n=2,374 Succinylation n=2,756

Modification Site Identified Protein

Acetylation Succinylation Acetylation Succinylation

1,332 1,227 1,759 451 647 301

Glycan Biosynthesisand Metabolism

LipidMetabolism

CarbohydrateMetabolism

Amino AcidMetabolism

NucleotideMetabolism

Metabolism ofCofactors and Vitamins

EnergyMetabolism

Metabolism of Other Amino Acid

Xenobiotics Biodegradation and Metabolism

Biosynthesis of Other Secondary Metabolites

Metabolism of Terpenoids and

Polyketides

BT474

pY enrichmentLC-MS/MS

LC-MS/MS

LC-MS/MS

Acetylation enrichment

Succinylation enrichment

BT474-lapatinib resistant

pY enrichment

Acetylation enrichment

Succinylation enrichment

8

7

6

5

4

3

2

1

0

-Log

10 (p

-val

ue)

Log2 ratio: resistant/wild type BT474 Log2 ratio: resistant/wild type BT474

-Log

10 (p

-val

ue)

6

5

4

3

2

1

0

0 1 2 3 4 5 6 7-7 -6 -5 -4 -3 -2 -1 0 1 2 3 4 5-6 -5 -4 -3 -2 -1

7

6

5

4

3

2

1

0

-Log

10 (p

-val

ue)

Log2 ratio: resistant/wild type BT4740 1 2 3 4 5 6 7 8 9 10-5 -4 -3 -2 -1

ZNF638 (945)

AP1B1 (328)

PSMD9 (41)

Nck1 (112) Rab2B (3)

Rab2B (3)

PKCD (630)

DYRK2 (382)

MACROD1 (K309)

K8 (K122)

P38A (182)

P38D (182)

PDHX (K194)

SARS2 (K110)

RARS2 (K138)

ACAA2 (K137)

CCT-delta (K321)

MDH2 (K307)

HIBCH (K353)

MDH1 (K107)

ZNF638 (K1441) TAGLN2 (K20)

HDHD3 (K15)

BCKDH E1-alpha (K380)

MDH2 (K307)

ACO2 (K233) NNT (K394)

HADHSC (K202)

ATP5J (K46)

C1QBP (K91) DHTKD1 (K553)

SUMO2 (K42)

RPL15 (K140)

DLD (K143)

H2B (K86)

K8 (K130)

USP7 (K869)

GAPDH (K194)

IARS2 (K775)

PDHB (K354)

HMGCS2 (K221)ACADS (K306)

HMGCS2 (K437)SLC25A24 (K437)

Phospho-tyrosine

Acetylation Succinylation

Pathway in CancerFold change

of pY

Protein with pY only

Protein with acetylation only

Protein with succinylation only

Protein with pY and acetylation

Protein with pY and succinylation

Protein with acetylation and succinylation

Protein with all three PTMs

Fold change greater than 2.0

Fold change less than -2.0

Mixed fold change found in the protein

No significant fold change was detected

Certain PTM was not identified

Fold changeAcetylation

Fold changeSuccinylation

P13K-AKT Signaling Pathway

Figure 1: PTMScan Method. Immunoaffinity LC-MS/MS using Acetyl-lysine or Succinyl-lysine Motif Antibodies.