Browse
Submit Data
Databases
API
Help

Dataset Information

0 Views

0 Connections

0 Citations

0 Reanalyses

0 Downloads

Omics score: 0

Phosphoproteomics informed tailored low-dose drug combination strategies in Pancreatic ductal adenocarcinoma cell lines

ABSTRACT: Pancreatic ductal adenocarcinoma is a devastating disease with poor prognosis, commonly characterized by aberrant signaling. Phosphoproteomics provides a functional scaffold to unravel these complex signaling networks and to identify new targets. By a two-step sequential phospho-peptide enrichment, we generated the phosphoproteome for 9 PDAC cell lines (2 derived from PDX samples). By using integrative inferred kinase activity (INKA) scoring, we identified hyperactive phosphokinases that were subsequently matched to kinase inhibitors. In the absence of an oncogenic driver, low-dose kinase inhibitor combinations against multiple (parallel) activated kinases, provided higher efficacy as compared to single-drug treatment. Tailored low-dose combination strategies exhibited promising efficacy in vitro and in vivo, which may ultimately improve treatment outcomes in PDAC patients.

INSTRUMENT(S): Q Exactive HF

ORGANISM(S): Homo Sapiens (human)

TISSUE(S): Epithelial Cell

DISEASE(S): Cholangiocarcinoma

SUBMITTER: Sander Piersma

LAB HEAD: Connie Jimenez

PROVIDER: PXD036951 | Pride | 2023-05-09

REPOSITORIES: Pride

ACCESS DATA

Json Xml

Dataset's files

Source:

			Action	DRS
	MaxQuant_IMAC_txt.zip	Other
	MaxQuant_LYS_txt.zip	Other
	MaxQuant_pTyr_txt.zip	Other
	Peptides_LYS.xlsx	Xlsx
	Phosphopeptides_IMAC.xlsx	Xlsx

Items per page:

1 - 5 of 44

Similar Datasets

Phosphoproteomic analysis of the Folliculin (FLCN) tumor suppressor reveals FLCN-dependent kinase signaling and TFEB regulation

Project description:In Birt-Hogg-Dubé (BHD) syndrome, germline mutations in the Folliculin (FLCN) gene lead to an increased risk of renal cancer. To address if FLCN is involved regulating cellular signaling pathways via protein and receptor phosphorylation we determined comprehensive complete phosphoproteomic profiles of FLCNPOS and FLCNNEG human renal tubular epithelial cells (RPTEC/TERT1). In total, 15744 phosphorylated peptides were identified, residing on 4329 phosphorylated proteins. Kinase activity inference analysis revealed that FLCN loss elevates phosphorylation of numerous kinases, including tyrosine kinases EPHA2 and MET, as well as activation of downstream MAPK1/3/6 and 8. Three non-canonical phosphorylation sites on EGFR (Tyr1125, Tyr1138 and Tyr1172) were higher phosphorylated upon FLCN loss together with enhanced phosphorylated EGFR substrates ABI, EPS8, ERRFL1, STAT1, PTK2 and CTNND1. In concordance, phosphosite specific signature analyses revealed an enrichment for EGFR signaling in FLCNNEG cells. Interestingly, we detected FLCN dependent phosphorylation of PIK3CD but no canonical downstream Akt/mTOR activation. In agreement with the induction of the E-box transcriptional gene expression signature upon FLCN loss, here we identified that phosphorylation of TFEB on Ser109, Ser114 and Ser122 is dependent on FLCN and absence of this phosphorylation results in constitutive nuclear localization of this transcription factor in FLCNNEG cells. Together, our study reveals enhanced phosphorylation of specific kinases and substrates in FLCNNEG renal epithelial cells, providing important insights in BHD-associated renal tumorigenesis and offering novel handles for the design of targeted therapies.

2022-07-11 | PXD025798 | Pride

Phosphoproteomics of truncated FGFR2, a clinically actionable oncogene in multiple cancers

Project description:Somatic hotspot mutations and structural amplifications and fusions affecting fibroblast growth factor receptor 2 (FGFR2) occur in multiple cancer types. However, clinical responses to FGFR inhibitors (FGFRi) have remained variable, emphasizing a need to better understand which FGFR2 alterations are oncogenic and targetable. Here we applied transposon-based screening and tumor modelling in mice to uncover truncation of exon (E) 18 of Fgfr2 as a potent driver mutation. Human oncogenomic datasets revealed a diverse set of FGFR2 alterations, including rearrangements (REs), E1-E17 partial amplifications, and E18 nonsense and frameshift mutations, each causing transcription of E18-truncated FGFR2 (FGFR2deltaE18). Somatic modelling in mice and human tumor cell lines using a compendium of FGFR2deltaE18 and full-length variants identified FGFR2deltaE18-truncation as potent single-driver alteration in cancer. Here we show the phosphoproteomic landscape of FGFR2 variants in murine epithelial cell (MEC) lines and mouse tumors. Global (STY) phosphoproteomics using IMAC and phosphotyrosine phosphoproteomics using pTyr IP’s are combined with DIA protein expression data to uncover oncogenic signaling of clinically-relevant FGFR2 variants.

2022-06-06 | PXD031711 | Pride

Phosphoproteomic analysis of IL-2 MSA and IL-12 MSA combination on T cell signaling

Project description:Engineered cytokine-based approaches for immunotherapy of cancer are poised to enter the clinic, with IL-12 being at the forefront. However, little is known about potential mechanisms of resistance to cytokine therapies. We found that orthotopic murine lung tumors were resistant to systemically delivered IL-12 fused to murine serum albumin (MSA, IL12-MSA) due to low IL-12R expression on tumor-reactive CD8+ T cells. IL2-MSA increased binding of IL12-MSA by tumor-reactive CD8+ T cells, and combined administration of IL12-MSA and IL2-MSA led to enhanced tumor-reactive CD8+ T cell effector differentiation, decreased numbers of tumor-infiltrating CD4+ regulatory T (Treg) cells, and increased survival of lung tumor-bearing mice. Predictably, the combination of IL-2 and IL-12 at therapeutic doses led to significant dose-limiting toxicity. Administering IL-12 and IL-2 analogs with preferential binding to cells expressing IL12rb1 and CD25, respectively, led to a significant extension of survival in mice with lung tumors while abrogating dose-limiting toxicity. These findings suggest that IL-12 and IL-2 represent a rational approach to combination cytokine therapy whose dose-limiting toxicity can be overcome with engineered cytokine variants.

2024-01-26 | PXD044740 | Pride

Kinase activities in pancreatic ductal adenocarcinoma with prognostic and therapeutic avenues

Project description:The aim of this experiment is to unravel PDAC biology and phospho-print based on aberrant kinase activities and proteome alterations. For this we will perform pTYyrIP, Bravo_IMAC, and protein expression data of n=56 tissues encompassing 47 pancreatic ductal adenocarcinoma (PDAC), 5 cholangiocarcinoma, 1 Intraductal Papillary Mucinous Neoplasm (IPMN), 1 pancreatitis and 1 pancreatitis-Pancreatic Intraepithelial Neoplasia (PanIN) tissue. Pancreatitis, PanIN, and IPMN are seen as early events predecessing PDAC. An equiproportional pool of 5 PDAC cell lines (PANC1, SUIT-2, CFPAC-1, HPAC, MIAPACA2) is also taken along.

2024-04-23 | PXD043111 | Pride

Phosphoproteomic Profiling of T-Cell Acute Lymphoblastic Leukemia Identifies Targetable Kinases and Combination Treatments

Project description:Protein kinase inhibitors are amongst the most successful cancer treatments, but targetable kinases activated by gene fusions are rare in T-ALL (e.g., NUP214-ABL1). Nevertheless, leukemic blasts rely on enhanced kinase signaling to sustain dysregulated proliferation. Protein kinases can be hyper-activated in the absence of defects in their genes. Thus, phospho-proteomics can provide information on pathway activation, signaling networks and aberrant kinases activities that offer important opportunities for targeted therapies. Here, we performed mass spectrometry-based global profiling of tyrosine, serine, and threonine phosphorylation in a panel of 11 T-ALL cell lines to identify potential targetable kinases. We report a comprehensive dataset consisting of 21,000 phosphosites on 4896 phosphoproteins, including 217 kinases. We identify several Src-family members (LCK, SRC, FYN, YES1) as well as the cyclin-dependent kinases CDK1 and CDK2 as broadly activated in our panel. We validate highly active kinases as putative target for therapy in vitro and propose potential novel combination treatment strategies, such as the inhibition of the insulin-like growth factor receptor (IGF-1R) signaling pathway to increase the sensitivity to dasatinib treatment in T-ALL.

2022-02-21 | PXD024807 | Pride

Optimized high-order drug mixtures improve colorectal carcinoma treatment via inactivationof MAP kinase signaling pathway and cell cycle alteration

Project description:Colorectal carcinoma is currently treated with a combination of chemotherapeutic drugs supplemented with targeted drugs. Since there is an eminent need to improved therapeutic success we employed the phenotypically-driven therapeutically guided multidrug optimization (TGMO) technology to identify personalized optimal drug combinations (ODCs). Using this technology we obtained low dose synergistic and selective ODCs for a panel of human colorectal carcinoma cells that remained active in 3-dimensional heterotypic co-culture models. From RNA sequencing and phosphoproteomics analysis we noticed considerable overlap in the top 20 most active kinases in all cell lines and that the mechanism converges around MAP kinase signaling and cell cycle inhibition despite differential cell mutation status, transcript expression levels and protein kinase activity. RNA sequencing revealed differentially expressed genes that confirmed these observations. These combinations were subsequently translated to in vivo models. Interestingly, the optimized drug mixtures reduced tumor volume with 80% and significantly outperformed the standard chemotherapy (FOLFOX) in these models, while preventing toxicity, observed after FOLFOX treatment. Pharmacokinetics studies demonstrated that the combinations supported significantly enhanced drug bioavailability.

2021-09-09 | PXD016604 | Pride

Phosphoproteomcs of the folliculin negative cancer cell line UOK257 +/- lentiviral rescue construct

2022-07-11 | PXD030237 | Pride

Phosphoproteomic characterization of primary AML samples and relevance for response towards FLT3-inhibitors

Project description:Kinase hyperactivity is a common driver of acute myeloid leukemia (AML) and serves as a therapeutic target. The most frequent genetic aberration leading to hyperactive kinase signaling and poor prognosis is internal tandem duplication (ITD) of the FMS-tyrosine-like Kinase 3-gene (FLT3). FLT3-ITD induces ligand independent activation of FLT3 and downstream pathways leading to proliferation, decreased apoptosis and partial differentiation block. Combined with chemotherapy, FLT3-Tyrosine Kinase Inhibitor (FLT3-TKI) midostaurin improves overall survival (OS) of newly diagnosed FLT3-mutated AML patients, whereas single agent gilteritinib proved superior to chemotherapy in relapsed/refractory FLT3-mutated AML patients . As the primary targets of currently approved FLT3-TKIs are tyrosine (Y) kinases, we hypothesized that direct evaluation of tyrosine phosphorylation status could reveal pY phosphorylation profiles associated with FLT3-TKI response. Therefore, we used label-free pTyr-based phosphoproteomics in 35 primary AML samples (18 FLT3-WT, 17 FLT3-ITD), to identify differentially phosphorylated proteins underlying response to the FLT3-TKIs gilteritinib and midostaurin. We identified a total of 3024 unique phosphosites (median 1299 per sample, range 286 – 1612, pS:pT:pY 11.9%:9.5%:78.6%). Due to low number of identified phosphosites, we excluded two samples from further analyses. On the remaining 33 samples, we additionally performed IMAC global phosphoproteomics and on 17 samples protein expression analysis.

2021-09-10 | PXD024235 | Pride

Predictive data-driven modeling of C-terminal tyrosine function in the EGFR signaling network

Project description:The Epidermal Growth Factor Receptor (EGFR) has been studied extensively due to its critical role in cellular signaling and association with disease. Previous models have elucidated interactions between EGFR and downstream adaptor proteins, or showed phenotypes affected by EGFR. However, the link between EGFR phosphorylation and phenotypic outcome is still poorly understood. Here, we employed a suite of isogenic cells lines expressing site-specific mutations at each of the EGFR C-terminal phosphorylation sites to interrogate their role in signaling network and cell biological response to stimulation. Our results demonstrate the resilience of the EGFR network, which was largely similar even in the context of multiple Y-to-F mutations in the EGFR C-terminal tail, while also revealing nodes in the network that have not previously been linked to EGFR signaling. Our data-driven model highlights signaling network nodes associated with distinct EGF-driven cell responses, including migration, proliferation, and receptor trafficking. Application of this same approach to less studied RTKs should provide a plethora of novel associations that should lead to a much better understanding of these signaling networks.

2023-05-09 | PXD032403 | Pride

Quality control of spliced mRNAs requires the shuttling SR-proteins Gbp2 and Hrb1

Project description:Eukaryotic cells have to prevent the export of unspliced pre-mRNAs until intron removal is completed to avoid the expression of aberrant and potentially harmful proteins. Only mature RNAs associate with the export receptor Mex67 (mammalian TAP) and enter the cytoplasm. The underlying nuclear quality control mechanisms are still unclear. Here we show that two shuttling SR-proteins Gbp2 and Hrb1 are key surveillance factors for the selective export of spliced mRNAs in yeast. Their absence leads to the significant leakage of unspliced pre-mRNAs into the cytoplasm. They bind to pre-mRNAs and the spliceosome during splicing, where they are necessary for the surveillance of splicing and the stable binding of the TRAMP-complex to the spliceosome-bound transcripts. Faulty transcripts are marked for their degradation at the nuclear exosome. On correct mRNAs the SR-proteins recruit Mex67 upon completion of splicing to allow a quality controlled nuclear export. Altogether, these data identify a role for shuttling SR-proteins in mRNA surveillance and nuclear mRNA quality control. 6 samples, i.e. 2 replicates per protein Gbp2, Hrb1 and Npl3

2013-12-04 | E-GEOD-52808 | biostudies-arrayexpress