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PDF file - 1831K, Variation in GLUT4 expression in Scrambled vs. Ecd KD pancreatic cancer cells. (A) Reduction in GLUT4 protein and mRNA level on Ecd depletion

Cox proportional hazard regression analysis on a comparison between Cluster 1 and Cluster 2 selected by cluster analysis of mRNA expression levels of MUC1, MUC2, and MUC4 in non-neoplastic regions (A) and neoplastic regions (B). Red solid line: Cluster 1, black dashed line: Cluster 2.

Morphology of mouse primary acinar cells in culture.

Purpose:Pancreatic cancer remains a disease of high mortality despite advanced diagnostic techniques. Mucins (MUC) play crucial roles in carcinogenesis and tumor invasion in pancreatic cancers. MUC1 and MUC4 expression are related to the aggressive behavior of human neoplasms and a poor patient outcome. In contrast, MUC2 is a tumor suppressor, and we have previously reported that MUC2 is a favorable prognostic factor in pancreatic neoplasia. This study investigates whether the methylation status of three mucin genes from postoperative tissue specimens from patients with pancreatic neoplasms could serve as a predictive biomarker for outcome after surgery.Experimental Design:We evaluated the methylation status of MUC1, MUC2, and MUC4 promoter regions in pancreatic tissue samples from 191 patients with various pancreatic lesions using methylation-specific electrophoresis. Then, integrating these results and clinicopathologic features, we used support vector machine-, neural network-, and multinomial-based methods to develop a prognostic classifier.Results:Significant differences were identified between the positive- and negative-prediction classifiers of patients in 5-year overall survival (OS) in the cross-validation test. Multivariate analysis revealed that these prognostic classifiers were independent prognostic factors analyzed by not only neoplastic tissues but also nonneoplastic tissues. These classifiers had higher predictive accuracy for OS than tumor size, lymph node metastasis, distant metastasis, and age and can complement the prognostic value of the TNM staging system.Conclusions:Analysis of epigenetic changes in mucin genes may be of diagnostic utility and one of the prognostic predictors for patients with pancreatic ductal adenocarcinoma.

Acino-ductal (AD) intermediate cells are cKit+ cells.

XLSX file - 11K, Variation in Ecd expression with grade and stage of Pancreatic Cancer

Purpose: MUC4 shows aberrant expression in early pancreatic lesions and a high specificity for pancreatic cancer. It thus has a high potential to be a sensitive and specific biomarker. Unfortunately, its low serum level limits its diagnostic/prognostic potential. We here report that a multifaceted acute phase protein lipocalin 2, regulated by MUC4, could be a potential diagnostic/prognostic marker for pancreatic cancer.Experimental Designs and Results: Overexpression/knockdown, luciferase reporter and molecular inhibition studies revealed that MUC4 regulates lipocalin 2 by stabilizing HER2 and stimulating AKT, which results in the activation of NF-κB. Immunohistochemical analyses of lipocalin 2 and MUC4 showed a significant positive correlation between MUC4 and lipocalin 2 in primary, metastatic tissues (Spearman correlation coefficient 0.71, P = 0.002) from rapid autopsy tissue sample from patients with pancreatic cancer as well as in serum and tissue samples from spontaneous KRASG12D mouse pancreatic cancer model (Spearman correlation coefficient 0.98, P < 0.05). Lipocalin 2 levels increased progressively with disease advancement (344.2 ± 22.8 ng/mL for 10 weeks to 3067.2 ± 572.6 for 50 weeks; P < 0.0001). In human pancreatic cancer cases, significantly elevated levels of lipocalin 2 were observed in patients with pancreatic cancer (148 ± 13.18 ng/mL) in comparison with controls (73.27 ± 4.9 ng/mL, P = 0.014). Analyses of pre- and postchemotherapy patients showed higher lipocalin 2 levels in prechemotherapy patients [121.7 ng/mL; 95% confidence interval (CI), 98.1–150.9] in comparison with the postchemotherapy (92.6 ng/mL; 95% CI, 76.7–111.6; P = 0.06) group.Conclusions: This study delineates the association and the downstream mechanisms of MUC4-regulated elevation of lipocalin-2 (via HER2/AKT/NF-κB) and its clinical significance for prognosis of pancreatic cancer. Clin Cancer Res; 20(3); 688–700. ©2013 AACR.

Difference in the expression level of mucins between Cluster 1 and other clusters selected by cluster analysis of the methylation status of mucin genes MUC1, MUC2, and MUC4. Expression levels show relative quantification (log10).

Expression of PGC1α in cerulean treated and control WT mice pancreas.

Supplementary Figure/Table legends

Univariate and multivariate analyses for overall survival (Cox proportional hazard model).

Supplementary Figure legends

PDF file 130K, Inhibition of lipocalin 2 by Bay11-7082

Purpose:The cytokine milieu in pancreatic ductal adenocarcinoma (PDAC) promotes tumor progression and immune suppression, contributing to the dismal prognosis of patients with PDAC. The roles of many of these cytokines, however, have not been thoroughly investigated in PDAC.Experimental Design:PDAC microarray and The Cancer Genome Atlas datasets were analyzed to identify cytokines and cognate receptors overexpressed in PDAC and associated with survival. Pathway and CIBERSORT analyses were used to elucidate potential mechanisms of altered patient survival. Comparative analysis of cytokine expression in KPC (K-rasG12D; TP53R172H; Pdx-1cre) and KC (K-rasG12D; Pdx-1cre) PDAC models and multicolor immunofluorescence (IF) staining of human PDAC–resected samples were used to validate these findings.Results:CXCL9 and CXCL10 were among the most highly overexpressed cytokines by bioinformatics analyses, while their receptor, CXCR3, was significantly overexpressed by IHC analysis. Higher CXCR3 ligand expression was associated with shorter overall survival, while high CXCR3 expression was associated with better survival. The CXCR3 ligands, CXCL4, 9, and 10, were overexpressed in KPC compared with KC mice. Pathway analysis of CXCR3- and CXCR3 ligand–associated genes showed that CXCR3 is a marker of antitumor immunity, while its ligands may promote immunosuppression. CIBERSORT and IF studies of PDAC tissues demonstrated that high CXCR3 expression was associated with increased CD8+ T-cell and naïve B-cell signatures and loss of plasma cell signatures. CXCR3 ligand expression was associated with increased CD8+ T-cell signatures and loss of natural killer–cell signatures.Conclusions:CXCR3 ligands are overexpressed in PDAC and are associated with poor survival likely related to alterations in tumor immune infiltrate/activity.

PDF file 89K, Effect of lipocalin 2 on MUC4 expression in pancreatic cancer cell lines

Purpose: MUC16, a tumor biomarker and cell surface–associated mucin, is overexpressed in various cancers; however, its role in lung cancer pathogenesis is unknown. Here, we have explored the mechanistic role of MUC16 in lung cancer.Experimental Design: To identify the functional role of MUC16, stable knockdown was carried in lung cancer cells with two different shRNAs. Clinical significance of MUC16 was evaluated in lung cancer patient tissues using IHC. We have generated genetically engineered mouse model (KrasG12D; AdCre) to evaluate the preclinical significance of MUC16.Results: MUC16 was overexpressed (P = 0.03) in lung cancer as compared with normal tissues. MUC16 knockdown (KD) in lung cancer cell lines decreased the in vitro growth rate (P < 0.05), migration (P < 0.001), and in vivo tumor growth (P = 0.007), whereas overexpression of MUC16-carboxyl terminal (MUC16-Cter) resulted in increased growth rate (P < 0.001). Transcriptome analysis of MUC16 KD showed a downregulation (P = 0.005) of TSPYL5 gene, which encodes for a testis-specific Y-like protein. Rescue studies via overexpression of MUC16-Cter in MUC16 KD cells showed activation of signaling proteins, such as JAK2 (Y1007/1008), STAT3 (Y705), and glucocorticoid receptor (GR), which constitutes an important axis for the regulation of TSPYL5 for oncogenic process. Further, inhibition of STAT3 (Y705) led to decreased GR and TSPYL5, suggesting that MUC16 regulates TSPYL5 through the JAK2/STAT3/GR axis. Also, MUC16 overexpression induced cisplatin and gemcitabine resistance by downregulation of p53.Conclusions: Our findings indicate a significant role of MUC16 in tumorigenesis and metastasis of lung cancer cells possibly via regulation of TSPYL5 through the JAK2/STAT3/GR axis. Clin Cancer Res; 23(14); 3906–17. ©2017 AACR.

XLSX file - 10K, Ecd expression in normal pancreas and various histological types of pancreas cancer

Prognosis prediction by machine learning classifier in the k-fold CV test. Cox proportional hazard regression analysis for the comparison between the positive and negative groups selected by each classifier. Red solid line: predicted high-risk group (positive), blue line: other groups (negative). (A) 3-fold cross-validation test. (B) 4-fold cross-validation test. The insets show p-value (p) and hazard ratio (HR) of each test.

Median Expression of Mucins

Comparison of feature between training and test cohort.

Purpose: To study the expression and function of a novel cell-cycle regulatory protein, human ecdysoneless (Ecd), during pancreatic cancer pathogenesis.Experimental Design: Immunohistochemical expression profiling of Ecd was done in nonneoplastic normal pancreatic tissues and pancreatic ductal adenocarcinoma lesions (from tissue microarray and Rapid Autopsy program) as well as precancerous PanIN lesions and metastatic organs. To analyze the biological significance of Ecd in pancreatic cancer progression, Ecd was stably knocked down in pancreatic cancer cell line followed by in vitro and in vivo functional assays.Results: Normal pancreatic ducts showed very weak to no Ecd expression compared to significant positive expression in pancreatic cancer tissues (mean ± SE composite score: 0.3 ± 0.2 and 3.8 ± 0.2 respectively, P < 0.0001) as well as in PanIN precursor lesions with a progressive increase in Ecd expression with increasing dysplasia (PanIN-1–PanIN-3). Analysis of matched primary tumors and metastases from patients with pancreatic cancer revealed that Ecd is highly expressed in both primary pancreatic tumor and in distant metastatic sites. Furthermore, knockdown of Ecd suppressed cell proliferation in vitro and tumorigenicity of pancreatic cancer cells in mice orthotopic tumors. Microarray study revealed that Ecd regulates expression of glucose transporter GLUT4 in pancreatic cancer cells and was subsequently shown to modulate glucose uptake, lactate production, and ATP generation by pancreatic cancer cells. Finally, knockdown of Ecd also reduced level of pAkt, key signaling molecule known to regulate aerobic glycolysis in cancer cells.Conclusion: Ecd is a novel tumor-promoting factor that is differentially expressed in pancreatic cancer and potentially regulates glucose metabolism within cancer cells. Clin Cancer Res; 18(22); 6188–98. ©2012 AACR.

Comparison of SVM predict ability among these kernels in LOOCV

Induction of ADM in KC mice pancreas with Cerulean treatment.

Tumor-associated macrophages (TAM) are causally associated with tumorigenesis as well as regulation of antitumor immune responses and have emerged as potential immunotherapeutic targets. Recent evidence suggests TAM phagocytose apoptotic tumor cells within the tumor microenvironment through efferocytosis in an immunologically silent manner, thus maintaining an immunosuppressed microenvironment. The signal transduction pathways coupling efferocytosis and immunosuppression are not well known. Neuropilin-2 (NRP2) is a member of the membrane-associated neuropilin family and has been reported in different immune cells but is poorly characterized. In this study, we show that NRP2 is expressed during macrophage differentiation, is induced by tumor cells, and regulates phagocytosis in macrophages. Furthermore, NRP2 in TAM promoted efferocytosis and facilitated tumor growth. Deletion of NRP2 from TAM impaired the clearance of apoptotic tumor cells and increased secondary necrosis within tumors. This resulted in a break in the immune tolerance and reinitiated antitumor immune responses, characterized by robust infiltration of CD8+ T and natural killer cells. This result suggests NRP2 may act as a molecular mediator that connects efferocytosis and immune suppression. Deletion of NRP2 in TAM downregulated several immunosuppressive and tumor-promoting genes and upregulated immunostimulatory genes in the myeloid compartment. Taken together, our study demonstrates that TAM-derived NRP2 plays a crucial role in tumor promotion through efferocytosis, opening the enticing option for the development of effective immunotherapy targeting TAM.Significance: Neuropilin-2 in macrophages promotes tumor growth by regulating efferocytosis of apoptotic tumor cells and orchestrating immune suppression.Graphical Abstract: http://cancerres.aacrjournals.org/content/canres/78/19/5600/F1.large.jpg. Cancer Res; 78(19); 5600–17. ©2018 AACR.

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PDF file - 1365K, Ecd expression in pancreatic cancer cell lines

XLSX file - 11K, Expression of Ecd in primary and metastatic pancreatic cancer

PDF file 98K, Supplementary Methodology

PanINs of KC mice pancreas show elevated expression of DLAT

XLSX file - 43K, Number of metastatic deposits for Ecd Scr and KD cell injected mice

Acino-ductal intermediate cells show stemness features.

Numerous studies have established the association of MUC4 with the progression of cancer and metastasis. An aberrant expression of MUC4 is reported in precancerous lesions, indicating its early involvement in the disease process; however, its precise role in cellular transformation has not been explored. MUC4 contains many unique domains and is proposed to affect cell signaling pathways and behavior of the tumor cells. In the present study, to decipher the oncogenic potential of MUC4, we stably expressed the MUC4 mucin in NIH3T3 mouse fibroblast cells. Stable ectopic expression of MUC4 resulted in increased growth, colony formation, and motility of NIH3T3 cells in vitro and tumor formation in nude mice when cells were injected s.c. Microarray analysis showed increased expression of several growth-associated and mitochondrial energy production–associated genes in MUC4-expressing NIH3T3 cells. In addition, expression of MUC4 in NIH3T3 cells resulted in enhanced levels of oncoprotein ErbB2 and its phosphorylated form (pY1248-ErbB2). In conclusion, our studies provide the first evidence that MUC4 alone induces cellular transformation and indicates a novel role of MUC4 in cancer biology. [Cancer Res 2008;68(22):9231–8]

Effect of PR55α expression on clonogenicity of pancreatic cancer cells

PDF file - 719K, Elevated c-MYC expression in human pancreatic cancer cell lines (S1); c-Myc is highly upregulated in a mouse model for pancreatic cancer (S2); Levels of c-Myc (exogenous and endogenous) in ductal and poorly differentiated pancreatic adenocarcinomas that were induced through upregulation of this oncogene in comparison to pancreatic tumors from Pdx1-Cre LSL-KrasG12D animals that carry two wildtype or one mutant allele of p53 (S3); Expression of Muc1, E-Cadherin, Pdx1, and Sox9 in the normal pancreas as well as ductal carcinomas and poorly differentiated carcinomas of transgenic mice expressing exogenous c-Myc (S4); Elevated levels of exogenous c-Myc induces expression of Bax and active Caspase-3 (S5); Ablation of c-Myc expression leads to reduced proliferation, increased expression of p53 as well as autophagy-related protein LC3 but a reduction in the levels of active Caspase-3 (S6); Downregulation of active Caspase-3 and upregulation of LC3 in pancreatic cancers that lack Cdkn2a (S7); Residual cancer cells do not express c-Myc, lack nuclear staining of Ki67 and are TUNEL negative (S8).

Neuropilin-2 (NRP2) is a non-tyrosine kinase receptor frequently overexpressed in various malignancies, where it has been implicated in promoting many protumorigenic behaviors, such as imparting therapeutic resistance to metastatic cancer cells. Here, we report a novel function of NRP2 as a regulator of endocytosis, which is enhanced in cancer cells and is often associated with increased metastatic potential and drug resistance. We found that NRP2 depletion in human prostate and pancreatic cancer cells resulted in the accumulation of EEA1/Rab5-positive early endosomes concomitant with a decrease in Rab7-positive late endosomes, suggesting a delay in early-to-late endosome maturation. NRP2 depletion also impaired the endocytic transport of cell surface EGFR, arresting functionally active EGFR in endocytic vesicles that consequently led to aberrant ERK activation and cell death. Mechanistic investigations revealed that WD-repeat– and FYVE-domain–containing protein 1 (WDFY1) functioned downstream of NRP2 to promote endosome maturation, thereby influencing the endosomal trafficking of EGFR and the formation of autolysosomes responsible for the degradation of internalized cargo. Overall, our results indicate that the NRP2/WDFY1 axis is required for maintaining endocytic activity in cancer cells, which supports their oncogenic activities and confers drug resistance. Therefore, therapeutically targeting endocytosis may represent an attractive strategy to selectively target cancer cells in multiple malignancies. Cancer Res; 76(2); 418–28. ©2015 AACR.

Analysis of late endosomal protein PIKfyve

Legends for Supplementary Figures S1-S4

Analysis of early and late endosomal proteins

The protein phosphatase 2 (PP2A) holoenzyme consists of a catalytic subunit, a scaffold subunit, and a regulatory subunit. Based on loss-of-function analysis using PP2A catalytic inhibitors or inhibition via tumor viral antigens, limited studies suggest that PP2A is a putative tumor suppressor. However, PP2A has also been shown to facilitate the activation of oncogenic signaling pathways when associated with specific regulatory subunits. In this study, we investigated the possible oncogenic role of PP2A in pancreatic cancer. We found a striking increase in the expression of PR55α (PPP2R2A), a PP2A regulatory subunit, in pancreatic cancer cells compared with normal pancreatic epithelial cells. Consistently, PR55α expression was markedly elevated in pancreatic ductal adenocarcinoma tissues compared with adjacent normal pancreatic tissues (P < 0.0001) and correlated with poor survival of pancreatic cancer patients (P < 0.0003). RNAi-mediated depletion of PR55α in pancreatic cancer cell lines resulted in diminished phosphorylation of both AKT and ERK1/2 (MAPK3/1) and decreased protein levels of β-catenin (CTNNB1). Accordingly, pancreatic cancer cells with reduced PR55α expression exhibited significantly impaired properties of transformation, including attenuated cell growth, clonogenicity, mobility, and anchorage-independent growth. Moreover, orthotopic implantation of PR55α-depleted pancreatic cancer cells into nude mice resulted in markedly reduced tumorigenicity (P < 0.001) and distant metastases. Together, these results suggest that PR55α promotes pancreatic cancer development by sustaining hyperactivity of multiple oncogenic signaling pathways, including AKT, ERK, and Wnt. These studies also provide a basis for exploring PR55α as a diagnostic or therapeutic target in pancreatic cancer. Cancer Res; 76(8); 2243–53. ©2016 AACR.

Maturation of Cathepsin following depletion of NRP2 axis in Du145 and PC3 cells

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Late endosomal protein Rab7 also affected following depletion of NRP2 or VEGF-C

The depletion of NRP2 inhibits Rab switch that lead to an accumulation of immature autophagosome and early endosome

PDF file - 22K, Immunostaining of selected pancreatic cell lineage markers in ducal and poorly differentiated cancerous lesions of Pdx1-Cre/CAG-tTA/TetOMyc transgenic mice.

PDF file - 28K, Supplemental Methods describing the genetic background of genetically engineered mice and methodology to quantify the expression of Myc in human pancreatic cancer.

Supplementary Figure 1 from MUC4, a Multifunctional Transmembrane Glycoprotein, Induces Oncogenic Transformation of NIH3T3 Mouse Fibroblast Cells

Autophagy_live cell

Clinical characteristics of the PDAC specimens used for the study of PR55α expression by IHC

Depletion of NRP2 axis affect EGFR endocytosis

Overexpression of NRP2 or knockdown of WDFY1 in NRP2 depleted cell recovers the early endosomal structure