Purpose: Expression of CBL, an ubiquitin ligase, is decreased in 60% of human pancreatic ductal adenocarcinomas (PDAC) and is associated with shorter overall survival. We sought to determine how low CBL directly contributes to clinically more aggressive PDAC.

Experimental Design: Human PDACs were stained for CBL, pEGFR, and EGFR. CBL-low was modeled in PDAC cells (Panc-1, L3.6pl, and AsPC-1) via transient transfection (siRNA) or stable knockdown (shRNA). Cell viability and apoptosis were measured by MTT assays and FACS. Immunoblot and a phospho-receptor tyrosine kinase (pRTK) array were used to probe signal transduction. NOD-scid-IL2Rγnull mice were subcutaneously implanted with PDAC or PDACCBL-low cells on opposite flanks and treated with gemcitabine ± erlotinib for ≥4 weeks.

Results: There was an inverse correlation between CBL and pEGFR protein expression in 12 of 15 tumors. CBL knockdown increased PDAC resistance to gemcitabine and 5-fluorouracil (5-FU) by upregulating pEGFR (Y1068), pERK, and pAKT. A pRTK array of PDACCBL-low cells revealed additional activated tyrosine kinases but all to a much lower magnitude than EGFR. Increased chemoresistance from low CBL was abrogated by the EGFR inhibitor erlotinib both in vitro and in vivo. Erlotinib+gemcitabine–treated PDACCBL-low cells exhibited greater apoptosis by cleaved PARP, caspase-3, and Annexin V/PI.

Conclusions: Low CBL causes chemoresistance in PDAC via stress-induced EGFR activation that can be effectively abrogated by EGFR inhibition. These results suggest that dysregulation of ubiquitination is a key mechanism of EGFR hyperactivation in PDAC and that low CBL may define PDAC tumors likely to respond to erlotinib treatment. Clin Cancer Res; 21(1); 157–65. ©2014 AACR.

Translational Relevance

Molecular targeted therapies given alone or in combination with cytotoxic therapy have had limited success in prolonging survival for patients with pancreatic cancer. It is still thought that there are discrete subgroups of patients who may clearly benefit, but without an understanding of the underlying chemoresistance mechanisms, their prospective identification has been hampered. In our previous integrative molecular array analysis, we found that downregulation of the ubiquitin ligase CBL occurred in the majority (60%) of tumors and correlated with decreased patient survival. In this study, we identify that this may be due to low CBL enhancing chemoresistance through EGFR activation. In a preclinical in vivo PDAC model, this chemoresistance is overcome by EGFR inhibition. These results suggest that patients with lower CBL expression may benefit from an EGFR inhibitor as a part of multidrug therapy.

Over the past decade, the number of people who die annually from pancreatic ductal adenocarcinoma (PDAC) has been slowly increasing in the United States. This trend is in strike contrast to the decreasing death rates for other major cancers (1). If the current incidence and mortality continue, PDAC will become the second leading cause of cancer-related deaths in the United States by 2020 (2). A main contributor to this poor prognosis is PDAC's notorious unresponsiveness to cytotoxic and targeted therapies. Identification of distinct patient subgroups, by well-defined biomarkers, who are likely to respond to specific therapies has been less successful in PDAC than other solid tumors due to the presence of only a few high-prevalence, unifying molecular changes (3, 4). However, there are two notable examples that reveal this strategy may still work to improve treatment responses. First, three distinct molecular subtypes of PDAC were identified, only one of which was responsive to gemcitabine treatment (5). Second, from the phase III clinical trial comparing gemcitabine plus the EGFR inhibitor erlotinib to gemcitabine alone, subgroup analysis identified those who developed a severe skin rash achieved nearly double the overall survival with combination therapy than those who did not (6). In light of these findings, there has been renewed interest in the identification of biomarkers to identify PDACs likely to respond to these established therapies. The identification and validation of such biomarkers is an unmet clinical need in PDAC (7).

The CBL (named after Casitas B-lineage lymphoma) family of proteins is composed of c-CBL, CBL-b, and CBL-c (hereafter collectively referred to as CBL). c-CBL and CBL-b are ubiquitously expressed and function as E3 ubiquitin-protein ligases and multifunctional adaptor proteins involved in regulation of signal transduction, lymphocyte signaling, and the actin cytoskeleton (8, 9). CBL-c is a truncated form that is expressed predominantly in epithelial cells; its in vivo functions are poorly understood (10). The E3 ligase domain of CBL mediates the formation of a covalent bond between ubiquitin and protein substrates leading to their trafficking to the endosome for lysosomal degradation. Homozygous deletions or missense mutations in regions affecting the ubiquitin-related function of CBL are commonly found in myeloid neoplasms and are oncogenic. CBL's ubiquitin targets are commonly tyrosine kinases (TK), including epidermal growth factor receptor (EGFR; 8). In a survival-based whole-genome multidimensional array analysis of 25 human PDACs with high tumor cell content (and low stromal volume), we have reported low CBL transcript expression correlates with shorter disease-free survival in human PDAC (11) and further validated this observation in 42 independent samples. Moreover, low CBL expression was a frequent event, as 60% of resected PDACs had low mRNA levels (defined as below the mean transcript level for all tumors). However, the mechanism by which reduced CBL directly contributes to poor patient survival is not yet known.

EGFR is a cell-surface receptor that is activated by binding to extracellular protein ligands that leads to autophosphorylation of the intracellular domain, homo- or hetero-dimerization with other ERBB family members, and downstream signaling predominantly through the MAPK and AKT pathways (12). To maintain physiologic signaling levels, ligand-activated EGFR is internalized, undergoes CBL-mediated ubiquitination, and is targeted for destruction in lysosomes. EGFR has been previously shown to have biologic significance in PDAC. It is upregulated in 60% to 80% of human tumors (13), involved in early tumor initiation (14), and directly correlates with poor prognosis (15). The EGFR inhibitor, erlotinib, is the only molecular targeted therapy shown to improve survival in PDAC in a phase III clinical trial in patients with metastatic disease (6). EGFR dysregulation in PDAC is not due to genome level changes, as it is neither amplified (as seen in breast and gastric cancers) nor mutated (as seen with lung cancer). Rather, recent work in PDAC has confirmed previous findings in other solid tumors that EGFR is (hyper)-activated by autocrine ligand production in response to cytotoxic chemotherapy (16). To our knowledge, CBL has not been previously explored as a possible mechanism of EGFR dysregulation leading to cell autonomous chemoresistance.

The objective of this study was to determine the mechanism whereby low CBL might directly contribute to worse patient survival. We hypothesized that CBL functions as an important negative feedback mechanism to EGFR signaling in PDAC that when suppressed results in enhanced tumor growth and chemoresistance. We found that erlotinib abrogates the chemoresistance afforded by low CBL in vitro and in vivo.

Patients and samples

This study was approved by the University of California Los Angeles (UCLA; Los Angeles, CA) Institutional Review Board and the UCLA Office of Animal Research Oversight.

Immunohistochemistry

Archival formalin-fixed, paraffin-embedded human tumor samples were incubated at 60°C for 1 hour, deparaffinized in xylene, and rehydrated with graded alcohol washes. Antigen retrieval was performed by heating in 0.01 mol/L sodium citrate buffer at 100°C for 15 minutes (CBL), or in Tris–EDTA buffer at 95°C for 30 minutes (pEGFR, EGFR), followed by quenching of endogenous peroxidase with 3% hydrogen peroxide. After blocking for 1 hour with 5% donkey serum in phosphate-buffered saline (PBS) at room temperature, primary antibody was added to serial sections, pEGFR at 1:100, EGFR at 1:100 (Cell Signaling Technology), and CBL at 1:50 (Abcam) and incubated overnight at 4°C. A 1:250 biotin-conjugated anti-rabbit secondary antibody (Jackson ImmunoResearch Laboratories, Inc.) was subsequently added and developed using the Elite Vectastain ABC Kit (Vector Laboratories).

Cell culture

Human pancreatic cancer cell lines, Panc-1 and AsPC-1 cells, were obtained in 2005 from the American Type Culture Collection. L3.6pl cells were obtained in 2010 from Hong Wu (UCLA). Since receipt, the cells have not been subsequently authenticated. Panc-1 and L3.6pl cells were maintained at low passage in DMEM (Gibco, Life Technologies) +10% fetal bovine serum (FBS; Gemini Bio-Products) + 1× penicillin–streptomycin (Gibco). AsPC-1 cells were passaged in RPMI (Gibco) + 10% FBS + 1× penicillin–streptomycin.

siRNA knockdown of CBL

Experimentally validated CBL siRNA was purchased from Qiagen. Using the RNAi Human/Mouse Starter Kit (Qiagen), optimization of the fast-forward transfection protocol was performed in each cell type. For each experiment, 3 × 105 cells in 6-well (Western) or 2 × 104 cells in 96-well (MTT assay) were plated from a single-cell suspension, then 5 nmol/L CBL or 5 nmol/L AllStars Negative Control (neg con) siRNA with HiPerfect Transfection Reagent was added. After overnight incubation, the transfection media was changed to fresh media and transfection efficiency was qualitatively assessed by fluorescent imaging (CBL siRNA-3′ 6-FAM; AllStars Negative Control siRNA-Alexa Fluor 555). Cells were then incubated for 24 hours at optimal growth conditions, before start of assays involving serum-deprivation, chemotherapy.

Immunoblots

To directly probe modulation of EGFR activation by EGF ligand with or without CBL knockdown, Panc-1 cells were first transfected with CBL or neg con siRNA as above, then serum-starved for 4 hours. EGF 10 ng/mL (BD Biosciences) was then added to the cells, which were lysed at 5, 20, and 60 minutes to assess the kinetics of EGFR activation/downregulation. Cells were washed with PBS at 4°C, lysed with 2% SDS buffer containing phosphatase inhibitors and mechanical scraping, collected, and kept on ice. Data shown are for the 20-minute time point. Lysates were then sonicated for 5 seconds and Bradford assays were performed to measure protein concentrations for each sample. Thirty-five micrograms of protein was then loaded into each well of a 10% acrylamide gel. Samples were then resolved by SDS-PAGE and transferred to a polyvinylidenedifluoride (PVDF) membrane. Membranes were first blocked with 5% bovine serum albumin (BSA) in Tris-buffered saline + 0.1% Tween20 (TBST), washed three times in TBST, then incubated overnight at 4°C in 5% BSA in TBS containing primary antibody at 1:1,000 dilution unless otherwise noted: CBL, pAKT at 1:500, AKT, pEGFR (Y1068), pEGFR (Y1045), EGFR at 1:2,000, pERK, ERK (Cell Signaling Technology). β-Actin at 1:5,000 (Sigma) was used to normalize sample loading. After washing, anti-mouse at 1:10,000 or anti-rabbit at 1:5,000 HRP-conjugated secondary antibody (The Jackson Laboratory) in 5% milk was incubated for 1 hour at room temperature, again washed three times, before addition of Amersham ECL prime (GE Healthcare Life Sciences) and chemiluminescent imaging on a ChemiDoc XRS+ (Bio-Rad).

After siRNA treatment and with cells in the log phase of proliferation, we assessed CBL modulation of EGFR activation in the presence of cytotoxic chemotherapy agents gemcitabine (Gem; Sagent Pharmaceuticals) and 5-fluorouracil (5-FU; APP Pharmaceuticals). These were added to Panc-1 and L3.6pl cell lines at their IC50 values [Panc-1, 1 and 10 μmol/L (17, 18); L3.6pl, 25 nmol/L and 1 μmol/L (19, 20), respectively] in serum-free media (SFM). After 48 hours in SFM ± chemotherapy, lysates were collected and analyzed via Western blot analysis as above. To broaden the scope from EGFR to other receptor tyrosine kinase (RTK) pathways, parallel samples were analyzed using the Proteome Profiler Human Phospho-RTK Array Kit (R&D Systems, Inc.). Blots of combination therapy, Gem/5-FU ± erlotinib 10 μmol/L (OSI Pharmaceuticals) were also performed.

Apoptosis was assessed via Western blot analysis of PARP and caspase-3 and their cleaved products (Cell Signaling Technology).

MTT assays

Cells were plated at equal density (2 × 104) in 96-well plates, treated with siRNA, then Gem/5-FU ± erlotinib were added in SFM at the concentrations above. At 24, 48, and 72 hours from the start of chemotherapy treatment, medium was aspirated from each well, and 12 mmol/L MTT (Life Technologies) was added in fresh phenol-red–free media and incubated for 4 hours at 37°C. Cells were then lysed in 10% SDS–0.01 mol/L HCl, and after 12 hours, the quantity of dissolved formazan was measured via automated plate reader at 570 nmol/L. All samples and controls were analyzed in triplicate, and each experiment was repeated twice. Shown are data from one representative experiment.

FACS

Using the Annexin V-FITC Apoptosis Detection Kit (BD Biosciences), cells were grown in 6-well plates, transfected with siRNA, then 48 hours in chemotherapy as above. Cells and media were collected, washed, and stained with FITC–Annexin V and PI in binding buffer along with appropriate controls. Total number of Annexin V- and PI-positive cells were counted using a FACScan flow cytometer (Becton Dickinson) and graphed as percentage of total cell number (FlowJo 9.3.2; TreeStar, Inc.). Error bars are the SEM for three independent experiments.

shRNA knockdown of CBL

Lentiviruses were produced by transfecting HEK293T packaging cells in polyethylenimine (Polysciences) with a 3-plasmid system. Briefly, DNA for transfections was prepared by mixing pCMV-Δ8.9, pCMV-VSVG with pLKO.1 plasmid, either as an empty vector or containing one of six unique sequences from the TRC library predicted to knockdown CBL (Open Biosystems, Thermo Scientific). Lentiviral supernatants were harvested at 24 hours after transfection, filtered, and frozen at −80°C for long-term storage.

L3.6pl and Panc-1 cells were transduced with lentivirus in the presence of 8 μg/mL polybrene (Sigma). Cells were incubated for 24 hours, and the media was changed to remove virus particles. Stable knockdown was achieved by 7-day selection in puromycin 1 μg/mL. After experimental validation of ≈75% knockdown efficiency by qRT-PCR, the mature antisense sequence 5′-TACCTTTAATTTCACATCGGC-3′ was chosen for in vivo studies.

qRT-PCR

Using the QIAGEN system, total RNA was extracted from cells (miRNeasy Mini Kit), reverse transcribed (miScript II Reverse Transcription Kit) and then qRT-PCR was performed (miScript SYBR Green PCR Kit) with primers for CBL and RPL13A as a housekeeping control. The CBL primer sequences were referenced from the RTPrimerDB (21). RPL13A primers were designed with forward sequence 5′-CATCGTGGCTAAACAGGTACTG-5′ and reverse 5′-GCACGACCTTGAGGGCAGCC-5′. Primers were obtained from Integrated DNA Technologies.

Preclinical trial in NSG mice

After selection in puromycin, two transformed L3.6pl and Panc-1 cell lines, pLKO.1CBL shRNA and pLKO.1neg con shRNA, were expanded by serial passaging. After three passages, they were trypsinized, collected, and counted. pLKO.1neg con shRNA cells (2 × 105) were injected into the right flank and 2 × 105 pLKO.1CBL shRNA into the left flank of NOD-scid-IL2Rγnull mice (n = 18) and randomly assigned to one of three groups. By the fourth day after injection, all mice had developed palpable tumors. At 7 days after injection, treatment began with gemcitabine 50 mg/kg administered by subcutaneous injection twice weekly (n = 6). A second treatment group received both gemcitabine + erlotinib 25 mg/kg by oral gavage daily (n = 6). Control animals received injections and oral gavage of PBS (n = 6). Gemcitabine-only–treated animals also received oral gavage PBS. Tumors were measured with digital calipers for length, width, and height every 3 to 4 days and volume estimated (22). At 22 days in the L3.6pl xenografts, several control animals had at least one tumor measuring ≥15 mm and were euthanized per protocol. At 28 days, L3.6pl gemcitabine-treated animals had met this same endpoint and this experiment was concluded. The Panc-1 xenografts were slower growing, and animals were survived out an additional 2 weeks until meeting study endpoints. Necropsies were performed and tumors were analyzed ex vivo for weight, volume, and immunoblotting to verify stable CBL knockdown. To validate our findings, the entire experiment was then repeated, with similar trends in tumor growth characteristics and observed group differences. Shown are the data from the first experiment.

Statistical analysis

Statistical analysis was performed with SPSS 20.0.0.1 (IBM). The relationship between categorical variables was examined using the Pearson χ2 test and difference between means were evaluated by the Student t test or one-way ANOVA as appropriate with significance defined as P < 0.05. Image Lab software (Bio-Rad) was used for densitometry analysis of Western blot analyses. For ease of comparison, reported values were first normalized to β-actin as a loading control then multiplied by a constant to reach the lowest whole integer. Unless otherwise stated, error bars ± SD.

CBL expression in human PDAC is inversely correlated with EGFR expression and activation

Our previous in silico and in vitro published findings (11) of 67 human PDACs revealed that CBL mRNA expression is decreased in 60% of tumors and significantly correlated with patient survival (i.e., lower CBL was associated with shorter survival). EGFR is one of the most commonly reported CBL targets and is upregulated in at least 60% of human PDAC (13). Therefore, we hypothesized that low CBL leads to higher EGFR expression and activation in human PDAC. Staining of primary human PDAC tissues for CBL, pEGFR, and EGFR revealed an inverse correlation between CBL and pEGFR in 12 of 15 (80%; P = 0.01) tumors, and CBL and EGFR expression in 11 of 15 (73%; P = 0.03). Figure 1A shows representative images of strongly positive or negative CBL expression and its inverse correlation with pEGFR and EGFR in tumor cells. Notably, CBL, EGFR, and p-EGFR staining were low in the stroma.

Figure 1.

CBL expression in human PDAC is inversely correlated with EGFR expression and activation. A, immunohistochemistry staining of human PDAC tumors stained for CBL, pEGFR, and EGFR reveals an inverse expression in 12 of 15 tumors (two representative individual patient samples are shown), suggesting a possible regulatory effect of CBL on EGFR. B, correspondingly, when stimulated by EGF ligand, immunoblots of Panc-1 cells with CBL knockdown show increased phosphorylation of EGFR (Y1068) when compared with the isogenic parental cell line, with increased downstream pERK and pAKT (columns 2 vs. 4). Relative densitometry values normalized to β-actin as a loading control are displayed above each phosphoprotein band and, C, plotted as a bar graph.

Figure 1.

CBL expression in human PDAC is inversely correlated with EGFR expression and activation. A, immunohistochemistry staining of human PDAC tumors stained for CBL, pEGFR, and EGFR reveals an inverse expression in 12 of 15 tumors (two representative individual patient samples are shown), suggesting a possible regulatory effect of CBL on EGFR. B, correspondingly, when stimulated by EGF ligand, immunoblots of Panc-1 cells with CBL knockdown show increased phosphorylation of EGFR (Y1068) when compared with the isogenic parental cell line, with increased downstream pERK and pAKT (columns 2 vs. 4). Relative densitometry values normalized to β-actin as a loading control are displayed above each phosphoprotein band and, C, plotted as a bar graph.

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To further confirm CBL regulation of EGFR expression and activation, Panc-1 PDAC cells with or without siRNA-induced low CBL (hereafter referred to as Panc-1CBL-low or Panc-1 cells, respectively) were cultured in the presence or absence of EGFR ligand, EGF. In the absence of ligand, low CBL conferred only a mild increase in activation of EGFR at its autophosphorylation (Tyrosine 1068) site (Fig. 1B, columns 1 vs. 3). However, in the presence of ligand, low CBL significantly enhanced EGFR activation (Fig. 1B and C, columns 2 vs. 4). Moreover, EGF treatment of Panc-1CBL-low cells also resulted in increased activation of pERK and pAKT (Fig. 1B and C, columns 2 vs. 4); these downstream mediators were not activated in Panc-1CBL-low cells in the absence of exogenous ligand. These results suggest that low CBL increased ligand-dependent EGFR activation, as well as downstream MAPK and AKT signaling, which may lead to improved cell proliferation and survival.

Low CBL mediates chemoresistance through enhanced EGFR autoactivation

Considering that low CBL increased EGFR-dependent AKT and MAPK signaling, we next sought to determine the functional significance of low CBL on PDAC cells in culture. CBL siRNA treatment of Panc-1, L3.6pl, and AsPC-1 PDAC cell lines did not yield increased viability (Fig. 2A and Supplementary Fig. S1), soft agar growth, or invasion either alone or in the presence of exogenous EGF ligand (data not shown). Given that all of the patients in the previous survival analysis received adjuvant chemotherapy following surgical resection (11), we next tested the functional consequences of low CBL in the presence of chemotherapy. Panc-1CBL-low and L3.6plCBL-low had significantly greater viability than isogenic cells with intact CBL expression when treated with gemcitabine or 5-FU, two chemotherapeutic drugs commonly used for PDAC (Fig. 2A). Phosphoproteomic comparison of gemcitabine- and 5-FU–treated Panc-1CBL-low and Panc-1 cells in SFM indicated that resistance to these two drugs afforded by low CBL is associated with autoactivation of EGFR, and MAPK and AKT signaling (Fig. 2B). The same was confirmed in L3.6plCBL-low low versus L3.6pl cells (Supplementary Fig. S2). Chemotherapy-treated PDACCBL-low cells have increased EGFR phosphorylation at both autoactivation (Y1068) and CBL binding (Y1045) sites when compared with PDAC cells, further suggesting that low CBL may be responsible for differences in activation levels. This finding differs from Fig. 1B, as in the presence of chemotherapy, exogenous EGF ligand was not needed to yield enhanced EGFR activation and downstream signaling.

Figure 2.

Low CBL mediates enhanced chemoresistance through EGFR autoactivation. A, MTT assay reveals that cell viability is enhanced with CBL knockdown in Panc-1 and L3.6pl cells treated with gemcitabine (gem) or 5-FU at 24, 48, and 72 hours (P < 0.05). Error bars ± SD. B, when treated with chemotherapy in serum-free conditions, immunoblot analysis of Panc-1 cells reveals that EGFR is autoactivated at its canonical autophosphorylation site (Y1068) with corresponding activation of downstream mediators ERK and AKT (columns 3 and 5 vs. 1). CBL knockdown further enhances autoactivation of EGFR at Y1068 as well as the docking site for CBL binding Y1045, (columns 3 vs. 4 and 5 vs. 6). Relative densitometry values using β-actin as a loading control are reported below each band. C, a human pRTK immunoblot array of L3.6pl cells in gemcitabine (25 nmol/L) reveals that pEGFR is highly expressed and increased >2-fold with CBL knockdown.

Figure 2.

Low CBL mediates enhanced chemoresistance through EGFR autoactivation. A, MTT assay reveals that cell viability is enhanced with CBL knockdown in Panc-1 and L3.6pl cells treated with gemcitabine (gem) or 5-FU at 24, 48, and 72 hours (P < 0.05). Error bars ± SD. B, when treated with chemotherapy in serum-free conditions, immunoblot analysis of Panc-1 cells reveals that EGFR is autoactivated at its canonical autophosphorylation site (Y1068) with corresponding activation of downstream mediators ERK and AKT (columns 3 and 5 vs. 1). CBL knockdown further enhances autoactivation of EGFR at Y1068 as well as the docking site for CBL binding Y1045, (columns 3 vs. 4 and 5 vs. 6). Relative densitometry values using β-actin as a loading control are reported below each band. C, a human pRTK immunoblot array of L3.6pl cells in gemcitabine (25 nmol/L) reveals that pEGFR is highly expressed and increased >2-fold with CBL knockdown.

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CBL also downregulates many additional, non-EGFR, TKs implicated in pancreatic tumorigenesis such as SRC (11), IGF-1R (23), platelet derived growth factor receptor (PDGFR; ref. 24), c-MET (25), and RON (26). The specificity of low CBL for EGFR activation was evaluated using a phospho-TK screen (Fig. 2C and Supplementary Fig. S3). Gemcitabine-treated L3.6plCBL-low cells had >2× activation of EGFR than L3.6pl cells. Although at a much lower magnitude (membrane exposure for 5 minutes), Erbb2, -3, and -4, hepatocyte growth factor receptor (HGFR), and PDGFR had significantly greater activation in cells with low CBL. These findings suggest that low CBL expression associated with shorter survival in human PDAC may be due to chemoresistance resulting from enhanced autoactivation of EGFR or other RTKs.

Erlotinib targets the CBL-mediated chemoresistance mechanism

To further determine whether EGFR autoactivation was the principal mechanism responsible for chemoresistance in PDACs with low CBL, EGFR activation was blocked using the EGFR inhibitor erlotinib in vitro. Figure 3A reveals that the addition of erlotinib abrogates the viability advantage of L3.6plCBL-low cells as compared with L3.6pl cells in the presence of gemcitabine or 5-FU. Biochemically, erlotinib effectively inhibits EGFR autoactivation and the downstream mediators pAKT and pERK (Fig. 3B and C). Finally, erlotinib also increased gemcitabine-induced apoptosis in L3.6plCBL-low cells as evidenced by cleaved PARP and caspase-3 immunoblots (Fig. 3B) and Annexin V/PI flow cytometry (Fig. 3D). These results suggest that erlotinib abrogates the chemoresistance afforded by low CBL, implicating EGFR as a key functional target of CBL in human PDAC.

Figure 3.

Erlotinib targets the CBL-mediated chemoresistance mechanism. A, when erlotinib (erlot), a targeted EGFR inhibitor, was added in combination with gemcitabine (gem) or 5-FU to cells with CBL knockdown, cell viability was significantly reduced (column 2 vs. 4 and 6 vs. 8; P < 0.05), and comparable with the isogenic parental cell line (column 3 vs. 4 and 7 vs. 8). *, P < 0.05. Error bars ± SD. B, using immunoblot to investigate the underlying signaling mechanisms involved, we observed that erlotinib inhibition of pEGFR Y1068 decreases pAKT signaling (columns 2 vs. 4) and enhances apoptosis as evidenced by increased cleaved PARP and caspase-3. Relative densitometry units normalized to β-actin are reported above each band. C, densitometry analysis comparing the ratio of pAKT:total AKT again highlights the inhibition of pAKT signaling by erlotinib even with CBL knockdown. D, likewise, a greater percentage of apoptotic cells were observed by Annexin V/PI FACS when CBL knockdown cells were treated with dual therapy gemcitabine + erlotinib. *, P < 0.05. Error bars ± SD.

Figure 3.

Erlotinib targets the CBL-mediated chemoresistance mechanism. A, when erlotinib (erlot), a targeted EGFR inhibitor, was added in combination with gemcitabine (gem) or 5-FU to cells with CBL knockdown, cell viability was significantly reduced (column 2 vs. 4 and 6 vs. 8; P < 0.05), and comparable with the isogenic parental cell line (column 3 vs. 4 and 7 vs. 8). *, P < 0.05. Error bars ± SD. B, using immunoblot to investigate the underlying signaling mechanisms involved, we observed that erlotinib inhibition of pEGFR Y1068 decreases pAKT signaling (columns 2 vs. 4) and enhances apoptosis as evidenced by increased cleaved PARP and caspase-3. Relative densitometry units normalized to β-actin are reported above each band. C, densitometry analysis comparing the ratio of pAKT:total AKT again highlights the inhibition of pAKT signaling by erlotinib even with CBL knockdown. D, likewise, a greater percentage of apoptotic cells were observed by Annexin V/PI FACS when CBL knockdown cells were treated with dual therapy gemcitabine + erlotinib. *, P < 0.05. Error bars ± SD.

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EGFR inhibition abrogates chemoresistance mediated by low CBL in vivo

Expanding on the cell culture results, we next tested the synergy between erlotinib and gemcitabine on growth of PDACCBL-low tumors in vivo. Lentiviral-mediated transduction of L3.6pl and Panc-1 PDAC cells with CBL shRNA yielded low CBL expression (Supplementary Fig. S4). These cell lines treated with empty vector (PDACneg con shRNA) or CBL shRNA (PDACCBL shRNA) were subcutaneously implanted into the opposite flanks of NOD-scid-IL2Rγnull mice and left untreated, or treated with gemcitabine +/− erlotinib. As with the cell culture findings, CBL-low did not result in larger tumors than the negative controls in untreated mice (Fig. 4A and B). However, CBL-low did confer chemoresistance, as PDACCBL shRNA tumors were approximately twice the size as PDACneg con shRNA tumors in mice treated with gemcitabine. Strikingly, when CBL-low tumors were treated with combination erlotinib and gemcitabine, chemosensitivity to gemcitabine was completely restored as there was no significant difference between PDACCBL shRNA and PDACneg con shRNA tumor growth (Fig. 4A and B and Supplementary Fig. S5). Analysis of tumor explants via Western blot analyses confirmed that low CBL expression was maintained (Supplementary Fig. S4). In summary, the combined treatment of gemcitabine and erlotinib abrogates the chemoresistance in isogenic PDAC cell lines engineered with low CBL in vivo.

Figure 4.

EGFR inhibition abrogates chemoresistance mediated by low CBL in vivo. PDACCBL shRNA versus PDACneg con shRNA cells were injected into opposite flanks of two sets of 18 NOD-scid-IL2Rγnull mice. At 1 week, animals in each set were divided into three treatment groups: untreated (n = 6), gemcitabine (gem; n = 6), and gemcitabine + erlotinib (gem + erlot; n = 6). Tumor volume (V) was then approximated by digital caliper measurement every 3 to 4 days using the formula V = ½ × length × width × height. The untreated group had unabated growth and met critical endpoints for tumor size by post-injection day 22 in the L3.6pl tumors (A) and by day 42 in the Panc-1 tumors (B) with no difference in growth rates for CBL shRNA versus neg con shRNA tumors. All tumors in gemcitabine-treated mice showed some responsiveness to treatment, but the CBL shRNA tumors grew to nearly double the size of the neg con shRNA tumors, meeting a critical endpoint for euthanasia by day 28 in the L3.6pl group, at which point this experiment was ended. The Panc-1 experiment was carried out an additional 2 weeks until the untreated group had reached this same endpoint. Animals treated with combination therapy gemcitabine + erlotinib had the lowest tumor growth of all groups, and strikingly for these groups, there was no difference in size between CBL shRNA and neg con shRNA tumors. *, P < 0.05 for CBL shRNA gemcitabine versus other chemotherapy-treated groups (ANOVA). Error bars ± SEM.

Figure 4.

EGFR inhibition abrogates chemoresistance mediated by low CBL in vivo. PDACCBL shRNA versus PDACneg con shRNA cells were injected into opposite flanks of two sets of 18 NOD-scid-IL2Rγnull mice. At 1 week, animals in each set were divided into three treatment groups: untreated (n = 6), gemcitabine (gem; n = 6), and gemcitabine + erlotinib (gem + erlot; n = 6). Tumor volume (V) was then approximated by digital caliper measurement every 3 to 4 days using the formula V = ½ × length × width × height. The untreated group had unabated growth and met critical endpoints for tumor size by post-injection day 22 in the L3.6pl tumors (A) and by day 42 in the Panc-1 tumors (B) with no difference in growth rates for CBL shRNA versus neg con shRNA tumors. All tumors in gemcitabine-treated mice showed some responsiveness to treatment, but the CBL shRNA tumors grew to nearly double the size of the neg con shRNA tumors, meeting a critical endpoint for euthanasia by day 28 in the L3.6pl group, at which point this experiment was ended. The Panc-1 experiment was carried out an additional 2 weeks until the untreated group had reached this same endpoint. Animals treated with combination therapy gemcitabine + erlotinib had the lowest tumor growth of all groups, and strikingly for these groups, there was no difference in size between CBL shRNA and neg con shRNA tumors. *, P < 0.05 for CBL shRNA gemcitabine versus other chemotherapy-treated groups (ANOVA). Error bars ± SEM.

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The relative incidence of cancer-related deaths due to PDAC, as compared with other malignancies, is increasing in the United States (27). This disturbing trend can be partly attributed to PDAC's resistance to treatment and particularly aggressive tumor biology (3, 4). To gain a better understanding of the rapid clinical progression, recent studies have focused not only on determining the genomic and transcriptomic makeup of this tumor but on identifying the specific changes that are associated with patient survival (5, 11, 28, 29). Our group published a survival-based array analysis of human PDACs that identified and validated that low CBL was directly correlated with prognosis (lower CBL with shorter survival). However, the mechanism underlying CBL's prognostic impact was not determined. Therefore, the purpose of the current study was to identify how low CBL may lead to shorter survival in patients with PDAC.

Using primary human PDAC tissue samples and isogenic cell lines engineered with low CBL, in culture and in vivo, we found that in human PDAC, low CBL increased EGFR activation and yielded resistance to gemcitabine and 5-FU, the two most frequently used chemotherapies in PDAC. Low CBL-induced chemoresistance is effectively abrogated by the EGFR inhibitor, erlotinib.

Tumor cell intrinsic autoactivation of EGFR after treatment with cytotoxic chemotherapy has been previously shown to occur in many solid malignancies. Recently, in the context of PDAC using transgenic mice, Miyabayashi and colleagues (16) determined that EGFR activation was due to gemcitabine-induced cellular stress that led to activation of MAPK, leading to release of EGFR ligands. These findings are further supported by previous work revealing that the ligand-releasing enzyme, ADAM17/TACE, is expressed on the surface of 100% of human PDAC tissues and cell lines (30). Likewise, colon cancer cells treated with 5-FU in culture increase ADAM17 expression and release of EGFR-activating ligands: TGFα, amphiregulin, and heregulin (31). Interestingly, EGFR autoactivation may not be a generalized response to all cytotoxic chemotherapies, as only a subset of cancer cells treated with oxaliplatin developed EGFR activation (32). Our results reveal that EGFR is activated with both gemcitabine and 5-FU, the two most commonly used agents in PDAC.

CBL deletions and missense mutations are prevalent in myeloid malignancies (33). Functional studies of specific mutations reveal that CBL has both oncogenic and tumor-suppressor functions. The E3 ligase domain regulates RTK internalization through ubiquitination; mutations in this region are generally oncogenic. In contrast, the ring finger domain stabilizes the FAK (RTK)—SRC—actin cytoskeleton promoting cellular motility and AKT signaling, therefore mutations in this region are generally suppressive (8). Furthermore, oncogenic mutations are homozygous in all cases of CML; loss of the wild-type suppressive allele is required for transformation in cell culture and in vivo (34).

The net consequence of specific CBL mutations or loss of CBL expression is less defined in solid malignancies than for CML. This uncertainty is further fueled by the paradoxical finding that CBL mutations outside of the E3 ligase region yielded increased cellular viability and motility in lung cancer cells in culture (35). However, the functional significance of interrupting CBL-dependent processes on solid tumor progression has been implicated, as the addition of a proteasome inhibitor decreased gemcitabine-induced cell death in head and neck cancer cells (36). In the context of PDAC development, E3 ligases, of which CBL is a member, contain oncogenic mutations in a small subset of pancreatic cystic neoplasms (37). Our previous results identified that low CBL expression is common in human PDAC, as 60% of human tumors had low levels on qRT-PCR (11). Taken together, our previous study (11) and current results reveal that low CBL is oncogenic in PDAC. We found that patients with lower CBL expression have shorter overall survival. Loss of the RTK downregulating E3 ligase function had greater functional significance than loss of adaptor function, as chemoresistance afforded by low CBL was abrogated by EGFR inhibition with erlotinib.

The mechanism underlying low CBL expression in PDAC has also not been identified. Our previous study (11) revealed that CBL mRNA expression was both decreased in 60% of patients and prognostically significant. Genomic deletions of the CBL locus were not present in the in silico arrayed tumors. Previous PDAC sequencing studies have not identified frequent CBL mutations (38). Taken together, these findings implicate an epigenetic or posttranscriptional process as one potential mechanism regulating CBL expression. microRNA 125a-3p was suggested (but not validated) in our previous study, as it was (i) predicted by sequence to bind CBL, (ii) anticorrelated with CBL expression across tumors, and (iii) prognostically significant. However, CBL protein expression was not examined in these 67 human PDACs, leaving open the possibility that regulation may also be occurring on the protein level.

Importantly, our current study revealed an inverse correlation with CBL expression and EGFR activation (pEGFR) in human PDACs. There are numerous proteins that have been implicated in PDAC tumorigenesis and previously shown to modulate CBL expression: SRC (11), c-MET (25), and PTEN (39). SRC activation, which was also a prognostically significant finding in our previous study, induces CBL destruction and enables EGFR to evade destruction (40). c-MET activation can also yield low CBL (41). PTEN loss destabilizes CBL–EGFR–ubiquitin ligase complexes, yielding increased EGFR activity in cancer cell lines (42). Taken together, these candidate molecular and protein-level mechanisms of low CBL, previously implicated in PDAC tumorigenesis, further suggest that CBL may be an important node involved in PDAC progression. Future studies should be designed to identify the mechanisms involved in loss of CBL function in PDAC.

Although oncologists have become skeptical about the efficacy of EGFR inhibition in PDAC, we believe that it may still be an effective treatment approach. A close analysis of the phase III trial identifies that while the overall improvement in survival was minimal for all patients (6.37 vs. 5.95 months; P = 0.03), the subgroup who developed grade 2 skin rashes (compared with those who did not develop skin changes) derived among the best clinical benefit of all combination treatments that have been reported for this disease (median survival 10.5 vs. 5.3 months; P < 0.001; refs. 6, 43, 44). These observations shed hope on the efficacy of this drug for PDAC.

Our findings that erlotinib abrogates chemotherapy resistance associated with low CBL suggest that CBL may be a sensitive pretreatment negative predictive biomarker for erlotinib response. However, the specificity of CBL for erlotinib response may be limited by the diverse CBL target proteins that include other TKs and non-TK targets (8). This concern is further fueled by our phospho-TK array findings that identified enhanced activation of proteins in CBL-low cells in addition to EGFR that have been previously implicated in PDAC progression. Future studies are needed to identify (i) whether erlotinib-resistant PDACs with low CBL exist and, if so (ii) therapies that abrogate their chemoresistance. Regardless, our findings are the first to suggest that disruptions of the post-TK endosomal/lysosomal destruction process may play a role in the chemoresistance associated with this devastating disease.

In conclusion, our findings reveal that low CBL increases chemotherapy stress-induced EGFR activation in human PDAC, resulting in treatment resistance. Dual treatment with gemcitabine or 5-FU and erlotinib abrogated the chemoresistance of isogenic PDAC cells engineered with low CBL in cell culture and in vivo. These results are clinically significant for PDAC, as they (i) identify the importance of the lysosomal destruction process as a mechanism for EGFR dysregulation and (ii) begin to define low CBL expression as a predictive biomarker of response to the previously FDA-approved EGFR inhibitor, erlotinib.

No potential conflicts of interest were disclosed.

Conception and design: B.E. Kadera, T.R. Donahue

Development of methodology: B.E. Kadera, P.A. Toste, N. Wu, L. Li, T.R. Donahue

Acquisition of data (provided animals, acquired and managed patients, provided facilities, etc.): B.E. Kadera, P.A. Toste, N. Wu, L. Li, A.H. Nguyen, D.W. Dawson, T.R. Donahue

Analysis and interpretation of data (e.g., statistical analysis, biostatistics, computational analysis): B.E. Kadera, P.A. Toste, N. Wu, L. Li, A.H. Nguyen, D.W. Dawson, T.R. Donahue

Writing, review, and/or revision of the manuscript: B.E. Kadera, P.A. Toste, N. Wu, L. Li, D.W. Dawson, T.R. Donahue

Administrative, technical, or material support (i.e., reporting or organizing data, constructing databases): N. Wu, L. Li, T.R. Donahue

Study supervision: T.R. Donahue

The authors thank Dr. Sanjeet Patel (UCLA) for HEK293T cells and lentiviral plasmids and Dr. William Isacoff (UCLA) for providing erlotinib and 5-FU.

This study was supported by the California Institute of Regenerative Medicine TG2-01169 (to B.E. Kadera and T.R. Donahue), Gerald S. Levey Surgical Research Award (to B.E. Kadera), Concern Foundation for Cancer Research (to T.R. Donahue), Hirshberg Foundation for Cancer Research (to T.R. Donahue), CURE: Pilot and Feasibility Study NIH/NIDDKP30 DK41301 (to T.R. Donahue), STOP Cancer Foundation (to T.R. Donahue), and Association for Academic Surgery (to T.R. Donahue).

The costs of publication of this article were defrayed in part by the payment of page charges. This article must therefore be hereby marked advertisement in accordance with 18 U.S.C. Section 1734 solely to indicate this fact.

1.
Howlander
N
,
Noone
A-M
,
Krapcho
M
,
Newman
N
,
Aminou
R
,
Waldron
W
, et al
SEER Cancer Statistics Review
1975–2009, National Cancer Institute [Internet], 2012 [updated 2012 April; cited 2014 Mar 1]. Available from
http://seer.cancer.gov/csr/1975_2009_pops09/.
2.
Martisian
LM
,
Aizenberg
R
,
Rosenzweig
A
. 
The alarming rise of pancreatic cancer deaths in the United States: why we need to stem the tide today. Pancreatic Cancer Action Network [Internet]
. 
2012
:
1
12
[cited 2014 Mar 1].
Available from
: http://www.pancan.org/section_research/reports/pdf/incidence_report_2012.pdf.
3.
Jones
S
,
Zhang
X
,
Parsons
DW
,
Lin
JC-H
,
Leary
RJ
,
Angenendt
P
, et al
Core signaling pathways in human pancreatic cancers revealed by global genomic analyses
.
Science
2008
;
321
:
1801
6
.
4.
Biankin
AV
,
Waddell
N
,
Kassahn
KS
,
Gingras
M-C
,
Muthuswamy
LB
,
Johns
AL
, et al
Pancreatic cancer genomes reveal aberrations in axon guidance pathway genes
.
Nature
2012
;
491
:
399
405
.
5.
Collisson
EA
,
Sadanandam
A
,
Olson
P
,
Gibb
WJ
,
Truitt
M
,
Gu
S
, et al
Subtypes of pancreatic ductal adenocarcinoma and their differing responses to therapy
.
Nat Med
2011
;
17
:
500
503
.
6.
Moore
MJ
,
Goldstein
D
,
Hamm
J
,
Figer
A
,
Hecht
JR
,
Gallinger
S
, et al
Erlotinib plus gemcitabine compared with gemcitabine alone in patients with advanced pancreatic cancer: a phase III trial of the National Cancer Institute of Canada Clinical Trials Group
.
J Clin Oncol
2007
;
25
:
1960
6
.
7.
Philip
PA
,
Mooney
M
,
Jaffe
D
,
Eckhardt
G
,
Moore
M
,
Meropol
N
, et al
Consensus report of the national cancer institute clinical trials planning meeting on pancreas cancer treatment
.
J Clin Oncol
2009
;
33
:
5660
9
.
8.
Schmidt
MHH
,
Dikic
I
. 
The Cbl interactome and its functions
.
Nat Rev Mol Cell Biol
2005
;
6
:
907
18
.
9.
Sanjay
A
,
Horne
WC
,
Baron
R
. 
The Cbl family: ubiquitin ligases regulating signaling by tyrosine kinases
.
Sci STKE
2001
;
2001
:
pe40
.
10.
Griffiths
EK
,
Sanchez
O
,
Mill
P
,
Krawczyk
C
,
Hojilla
CV
,
Rubin
E
, et al
Cbl-3–deficient mice exhibit normal epithelial development
.
Mol Cell Biol
2003
;
23
:
7708
18
.
11.
Donahue
TR
,
Tran
LM
,
Hill
R
,
Li
Y
,
Kovochich
A
,
Calvopina
JHH
, et al
Integrative survival-based molecular profiling of human pancreatic cancer
.
Clin Cancer Res
2012
;
18
:
1352
63
.
12.
Gullick
WJ
,
Downward
J
,
Parker
PJ
,
Whittle
N
,
Kris
R
,
Schlessinger
J
, et al
The structure and function of the epidermal growth factor receptor studied by using antisynthetic peptide antibodies
.
Proc R Soc Lond B
1985
;
226
:
127
34
.
13.
Ghaneh
P
,
Kawesha
A
,
Evans
JD
,
Neoptolemos
JP
. 
Molecular prognostic markers in pancreatic cancer
.
J Hep Bil Pancr Surg
2002
;
9
:
1
11
.
14.
Ardito
CM
,
Grüner
BM
,
Takeuchi
KK
,
Lubeseder-Martellato
C
,
Teichmann
N
,
Mazur
PK
, et al
EGF receptor is required for KRAS-induced pancreatic tumorigenesis
.
Cancer Cell
2012
;
22
:
304
17
.
15.
Yamanaka
Y
,
Friess
H
,
Kobrin
M
,
Büchler
MW
,
Beger
H
,
Korc
M
. 
Coexpression of epidermal growth factor receptor and ligands in human pancreatic cancer is associated with enhanced tumor aggressiveness
.
Anticancer Res
1993
;
13
:
565
.
16.
Miyabayashi
K
,
Ijichi
H
,
Mohri
D
,
Tada
M
,
Yamamoto
K
,
Asaoka
Y
, et al
Erlotinib prolongs survival in pancreatic cancer by blocking gemcitabine-induced MAPK signals
.
Cancer Res
2013
;
73
:
2221
34
.
17.
Hong
SP
,
Wen
J
,
Bang
S
,
Park
S
,
Song
SY
. 
CD44-positive cells are responsible for gemcitabine resistance in pancreatic cancer cells
.
Int J Cancer
2009
;
125
:
2323
31
.
18.
Piacentini
P
,
Donadelli
M
,
Costanzo
C
,
Moore
PS
,
Palmieri
M
,
Scarpa
A
. 
Trichostatin A enhances the response of chemotherapeutic agents in inhibiting pancreatic cancer cell proliferation
.
Virchows Arch
2006
;
448
:
797
804
.
19.
Bhutia
YD
,
Hung
SW
,
Patel
B
,
Lovin
D
,
Govindarajan
R
. 
CNT1 expression influences proliferation and chemosensitivity in drug-resistant pancreatic cancer cells
.
Cancer Res
2011
;
71
:
1825
35
.
20.
Lyu
M-A
,
Kurzrock
R
,
Rosenblum
MG
. 
The immunocytokine scFv23/TNF targeting HER-2/neu induces synergistic cytotoxic effects with 5-fluorouracil in TNF-resistant pancreatic cancer cell lines
.
Biochem Pharmacol
2008
;
75
:
836
46
.
21.
Lefever
S
,
Vandesompele
J
,
Speleman
F
,
Pattyn
F
. 
RTPrimerDB: the portal for real-time PCR primers and probes
.
Nucleic Acids Res
2009
;
37
:
D942
5
.
22.
Tomayko
MM
,
Reynolds
CP
. 
Determination of subcutaneous tumor size in athymic (Nude) mice
.
Cancer Chemother Pharmacol
1989
;
24
:
148
54
.
23.
Jaquish
DV
,
Yu
PT
,
Shields
DJ
,
French
RP
,
Maruyama
KP
,
Niessen
S
, et al
IGF1-R signals through the RON receptor to mediate pancreatic cancer cell migration
.
Carcinogenesis
2011
;
32
:
1151
6
.
24.
Hwang
RF
,
Yokoi
K
,
Bucana
CD
,
Tsan
R
,
Killion
JJ
,
Evans
DB
, et al
Inhibition of platelet-derived growth factor receptor phosphorylation by STI571 (Gleevec) reduces growth and metastasis of human pancreatic carcinoma in an orthotopic nude mouse model
.
Clin Cancer Res
2003
;
9
:
6534
44
.
25.
Li
C
,
Wu
J-J
,
Hynes
M
,
Dosch
J
,
Sarkar
B
,
Welling
TH
, et al
c-Met is a marker of pancreatic cancer stem cells and therapeutic target
.
Gastroenterology
2011
;
141
:
2218
27
.
e5
.
26.
Logan-Collins
J
,
Thomas
RM
,
Yu
P
,
Jaquish
D
,
Mose
E
,
French
R
, et al
Silencing of RON receptor signaling promotes apoptosis and gemcitabine sensitivity in pancreatic cancers
.
Cancer Res
2010
;
70
:
1130
40
.
27.
American Cancer Society
. 
Cancer facts & figures 2013
.
Atlanta, GA
. 
2013
[cited 2014 Mar 1]. http://www.cancer.org/research/cancerfactsfigures/cancerfactsfigures/cancer-facts-figures-2013.
28.
Stratford
JK
,
Bentrem
DJ
,
Anderson
JM
,
Fan
C
,
Volmar
KA
,
Marron
JS
, et al
A six-gene signature predicts survival of patients with localized pancreatic ductal adenocarcinoma
.
PLoS Med
2010
;
7
:
e1000307
.
29.
Blackford
A
,
Serrano
OK
,
Wolfgang
CL
,
Parmigiani
G
,
Jones
S
,
Zhang
X
, et al
SMAD4 gene mutations are associated with poor prognosis in pancreatic cancer
.
Clin Cancer Res
2009
;
15
:
4674
9
.
30.
Ringel
J
,
Jesnowski
R
,
Moniaux
N
,
Lüttges
J
,
Ringel
J
,
Choudhury
A
, et al
Aberrant expression of a disintegrin and metalloproteinase 17/tumor necrosis factor-alpha converting enzyme increases the malignant potential in human pancreatic ductal adenocarcinoma
.
Cancer Res
2006
;
66
:
9045
53
.
31.
Kyula
JN
,
Van Schaeybroeck
S
,
Doherty
J
,
Fenning
CS
,
Longley
DB
,
Johnston
PG
. 
Chemotherapy-induced activation of ADAM-17: a novel mechanism of drug resistance in colorectal cancer
.
Clin Cancer Res
2010
;
16
:
3378
89
.
32.
Van Schaeybroeck
S
,
Karaiskou-McCaul
A
,
Kelly
D
,
Longley
D
,
Galligan
L
,
Van Cutsem
E
, et al
Epidermal growth factor receptor activity determines response of colorectal cancer cells to gefitinib alone and in combination with chemotherapy
.
Clin Cancer Res
2005
;
11
:
7480
9
.
33.
Kales
SC
,
Ryan
PE
,
Nau
MM
,
Lipkowitz
S
. 
Cbl and human myeloid neoplasms: the Cbl oncogene comes of age
.
Cancer Res
2010
;
70
:
4789
94
.
34.
Sanada
M
,
Suzuki
T
,
Shih
LY
,
Otsu
M
,
Kato
M
,
Yamazaki
S
, et al
Gain-of-function of mutated C-CBL tumour suppressor in myeloid neoplasms
.
Nature
2009
;
460
:
904
908
.
35.
Tan
Y-HC
,
Krishnaswamy
S
,
Nandi
S
,
Kanteti
R
,
Vora
S
,
Onel
K
, et al
CBL is frequently altered in lung cancers: its relationship to mutations in MET and EGFR tyrosine kinases
.
PLoS ONE
2010
;
5
:
e8972
.
36.
Feng
FY
,
Varambally
S
,
Tomlins
SA
,
Chun
PY
,
Lopez
CA
,
Li
X
, et al
Role of epidermal growth factor receptor degradation in gemcitabine-mediated cytotoxicity
.
Oncogene
2007
;
26
:
3431
9
.
37.
Wu
J
,
Jiao
Y
,
Dal Molin
M
,
Maitra
A
,
de Wilde
RF
,
Wood
LD
, et al
Whole-exome sequencing of neoplastic cysts of the pancreas reveals recurrent mutations in components of ubiquitin-dependent pathways
.
Proc Natl Acad Sci U S A
2011
;
108
:
21188
93
.
38.
Ottenhof
NA
,
de Wilde
RF
,
Maitra
A
,
Hruban
RH
,
Offerhaus
GJA
. 
Molecular characteristics of pancreatic ductal adenocarcinoma
.
Patholog Res Int
2011
;
2011
:
620601
.
39.
Hill
R
,
Calvopina
JHH
,
Kim
C
,
Wang
Y
,
Dawson
DW
,
Donahue
TR
, et al
PTEN loss accelerates KrasG12D-induced pancreatic cancer development
.
Cancer Res
2010
;
70
:
7114
24
.
40.
Bao
J
,
Gur
G
,
Yarden
Y
. 
Src promotes destruction of c-Cbl: implications for oncogenic synergy between Src and growth factor receptors
.
P Natl Acad Sci U S A
2003
;
100
:
2438
43
.
41.
Lai
AZ
,
Durrant
M
,
Zuo
D
,
Ratcliffe
CDH
,
Park
M
. 
Met kinase-dependent loss of the E3 ligase Cbl in gastric cancer
.
J Biol Chem
2012
;
287
:
8048
59
.
42.
Vivanco
I
,
Rohle
D
,
Versele
M
,
Iwanami
A
,
Kuga
D
,
Oldrini
B
, et al
The phosphatase and tensin homolog regulates epidermal growth factor receptor (EGFR) inhibitor response by targeting EGFR for degradation
.
Proc Natl Acad Sci U S A
2010
;
107
:
6459
64
.
43.
Hoff Von
DD
,
Ramanathan
RK
,
Borad
MJ
,
Laheru
DA
,
Smith
LS
,
Wood
TE
, et al
Gemcitabine plus nab-paclitaxel is an active regimen in patients with advanced pancreatic cancer: a phase I/II trial
.
J Clin Oncol
2011
;
29
:
4548
54
.
44.
Conroy
T
,
Desseigne
F
,
Ychou
M
,
Bouche
O
,
Guimbaud
R
,
Becouarn
Y
, et al
FOLFIRINOX versus gemcitabine for metastatic pancreatic cancer
.
N Engl J Med
2011
;
364
:
1817
25
.