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Kulkarni T, Robinson OM, Dutta A, Mukhopadhyay D, Bhattacharya S. Machine learning-based approach for automated classification of cell and extracellular matrix using nanomechanical properties. Mater Today Bio 2024; 25:100970. [PMID: 38312803 PMCID: PMC10835007 DOI: 10.1016/j.mtbio.2024.100970] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2023] [Revised: 01/16/2024] [Accepted: 01/19/2024] [Indexed: 02/06/2024] Open
Abstract
Fibrosis characterized by excess accumulation of extracellular matrix (ECM) due to complex cell-ECM interactions plays a pivotal role in pathogenesis. Herein, we employ the pancreatic ductal adenocarcinoma (PDAC) model to investigate dynamic alterations in nanomechanical attributes arising from the cell-ECM interactions to study the fibrosis paradigm. Several segregated studies performed on cellular and ECM components fail to recapitulate their complex collaboration. We utilized collagen and fibronectin, the two most abundant PDAC ECM components, and studied their nanomechanical attributes. We demonstrate alteration in morphology and nanomechanical attributes of collagen with varying thicknesses of collagen gel. Furthermore, by mixing collagen and fibronectin in various stoichiometry, their nanomechanical attributes were observed to vary. To demonstrate the dynamicity and complexity of cell-ECM, we utilized Panc-1 and AsPC-1 cells with or without collagen. We observed that Panc-1 and AsPC-1 cells interact differently with collagen and vice versa, evident from their alteration in nanomechanical properties. Further, using nanomechanics data, we demonstrate that ML-based techniques were able to classify between ECM as well as cell, and cell subtypes in the presence/absence of collagen with higher accuracy. This work demonstrates a promising avenue to explore other ECM components facilitating deeper insights into tumor microenvironment and fibrosis paradigm.
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Affiliation(s)
- Tanmay Kulkarni
- Department of Biochemistry and Molecular Biology, Mayo Clinic College of Medicine and Science, 4500 San Pablo Road South, Jacksonville, FL, 32224, USA
| | - Olivia-Marie Robinson
- Department of Biochemistry and Molecular Biology, Mayo Clinic College of Medicine and Science, 4500 San Pablo Road South, Jacksonville, FL, 32224, USA
| | - Ayan Dutta
- School of Computing, University of North Florida, Jacksonville, FL, 32224 USA
| | - Debabrata Mukhopadhyay
- Department of Biochemistry and Molecular Biology, Mayo Clinic College of Medicine and Science, 4500 San Pablo Road South, Jacksonville, FL, 32224, USA
- Department of Physiology and Biomedical Engineering, Mayo Clinic College of Medicine and Science, 4500 San Pablo Road South, Jacksonville, FL, 32224, USA
| | - Santanu Bhattacharya
- Department of Biochemistry and Molecular Biology, Mayo Clinic College of Medicine and Science, 4500 San Pablo Road South, Jacksonville, FL, 32224, USA
- Department of Physiology and Biomedical Engineering, Mayo Clinic College of Medicine and Science, 4500 San Pablo Road South, Jacksonville, FL, 32224, USA
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2
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Zhao Z, Khurana A, Antony F, Young JW, Hewton KG, Brough Z, Zhong T, Parker SJ, Duong van Hoa F. A Peptidisc-Based Survey of the Plasma Membrane Proteome of a Mammalian Cell. Mol Cell Proteomics 2023; 22:100588. [PMID: 37295717 PMCID: PMC10416069 DOI: 10.1016/j.mcpro.2023.100588] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2022] [Revised: 05/05/2023] [Accepted: 06/05/2023] [Indexed: 06/12/2023] Open
Abstract
Membrane proteins play critical roles at the cell surface and their misfunction is a hallmark of many human diseases. A precise evaluation of the plasma membrane proteome is therefore essential for cell biology and for discovering novel biomarkers and therapeutic targets. However, the low abundance of this proteome relative to soluble proteins makes it difficult to characterize, even with the most advanced proteomics technologies. Here, we apply the peptidisc membrane mimetic to purify the cell membrane proteome. Using the HeLa cell line as a reference, we capture 500 different integral membrane proteins, with half annotated to the plasma membrane. Notably, the peptidisc library is enriched with several ABC, SLC, GPCR, CD, and cell adhesion molecules that generally exist at low to very low copy numbers in the cell. We extend the method to compare two pancreatic cell lines, Panc-1 and hPSC. Here we observe a striking difference in the relative abundance of the cell surface cancer markers L1CAM, ANPEP, ITGB4, and CD70. We also identify two novel SLC transporters, SLC30A1 and SLC12A7, that are highly present in the Panc-1 cell only. The peptidisc library thus emerges as an effective way to survey and compare the membrane proteome of mammalian cells. Furthermore, since the method stabilizes membrane proteins in a water-soluble state, members of the library, here SLC12A7, can be specifically isolated.
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Affiliation(s)
- Zhiyu Zhao
- Department of Biochemistry and Molecular Biology, Faculty of Medicine, Life Sciences Institute, University of British Columbia, Vancouver, British Columbia, Canada
| | - Arshdeep Khurana
- Department of Biochemistry and Molecular Biology, Faculty of Medicine, Life Sciences Institute, University of British Columbia, Vancouver, British Columbia, Canada
| | - Frank Antony
- Department of Biochemistry and Molecular Biology, Faculty of Medicine, Life Sciences Institute, University of British Columbia, Vancouver, British Columbia, Canada
| | - John W Young
- Department of Biochemistry and Molecular Biology, Faculty of Medicine, Life Sciences Institute, University of British Columbia, Vancouver, British Columbia, Canada
| | - Keeley G Hewton
- Department of Biochemistry and Molecular Biology, Faculty of Medicine, Life Sciences Institute, University of British Columbia, Vancouver, British Columbia, Canada; British Columbia Children's Hospital Research Institute, Vancouver, British Columbia, Canada
| | - Zora Brough
- Department of Biochemistry and Molecular Biology, Faculty of Medicine, Life Sciences Institute, University of British Columbia, Vancouver, British Columbia, Canada
| | - Tianshuang Zhong
- Department of Biochemistry and Molecular Biology, Faculty of Medicine, Life Sciences Institute, University of British Columbia, Vancouver, British Columbia, Canada
| | - Seth J Parker
- Department of Biochemistry and Molecular Biology, Faculty of Medicine, Life Sciences Institute, University of British Columbia, Vancouver, British Columbia, Canada; British Columbia Children's Hospital Research Institute, Vancouver, British Columbia, Canada; Centre for Molecular Medicine and Therapeutics, The University of British Columbia, Vancouver, British Columbia, Canada
| | - Franck Duong van Hoa
- Department of Biochemistry and Molecular Biology, Faculty of Medicine, Life Sciences Institute, University of British Columbia, Vancouver, British Columbia, Canada.
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3
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Jolly G, Duka T, Shivapurkar N, Chen W, Bansal S, Cheema A, Smith JP. Cholecystokinin Receptor Antagonist Induces Pancreatic Stellate Cell Plasticity Rendering the Tumor Microenvironment Less Oncogenic. Cancers (Basel) 2023; 15:2811. [PMID: 37345148 PMCID: PMC10216345 DOI: 10.3390/cancers15102811] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2023] [Revised: 04/18/2023] [Accepted: 05/15/2023] [Indexed: 06/23/2023] Open
Abstract
CCK receptors are expressed on pancreatic cancer epithelial cells, and blockade with receptor antagonists decreases tumor growth. Activated pancreatic stellate cells or myofibroblasts have also been described to express CCK receptors, but the contribution of this novel pathway in fibrosis of the pancreatic cancer microenvironment has not been studied. We examined the effects of the nonselective CCK receptor antagonist proglumide on the activation, proliferation, collagen deposition, differential expression of genes, and migration in both murine and human PSCs. CCK receptor expression was examined using western blot analysis. Collagen production using activated PSCs was analyzed by mass spectroscopy and western blot. Migration of activated PSCs was prevented in vitro by proglumide and the CCK-B receptor antagonist, L365,260, but not by the CCK-A receptor antagonist L365,718. Proglumide effectively decreased the expression of extracellular matrix-associated genes and collagen-associated proteins in both mouse and human PSCs. Components of fibrosis, including hydroxyproline and proline levels, were significantly reduced in PSC treated with proglumide compared to controls. CCK peptide stimulated mouse and human PSC proliferation, and this effect was blocked by proglumide. These investigations demonstrate that targeting the CCK-B receptor signaling pathway with proglumide may alter the plasticity of PSC, rendering them more quiescent and leading to a decrease in fibrosis in the pancreatic cancer microenvironment.
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Affiliation(s)
- Gurbani Jolly
- Department of Oncology, College of Medicine, Georgetown University, Washington, DC 20007, USA
| | - Tetyana Duka
- Department of Medicine, College of Medicine, Georgetown University, Washington, DC 20007, USA
| | - Narayan Shivapurkar
- Department of Medicine, College of Medicine, Georgetown University, Washington, DC 20007, USA
| | - Wenqiang Chen
- Department of Medicine, College of Medicine, Georgetown University, Washington, DC 20007, USA
| | - Sunil Bansal
- Department of Oncology, College of Medicine, Georgetown University, Washington, DC 20007, USA
| | - Amrita Cheema
- Department of Oncology, College of Medicine, Georgetown University, Washington, DC 20007, USA
| | - Jill P. Smith
- Department of Oncology, College of Medicine, Georgetown University, Washington, DC 20007, USA
- Department of Medicine, College of Medicine, Georgetown University, Washington, DC 20007, USA
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Targeting of Smad7 in Mesenchymal Cells Does Not Exacerbate Fibrosis During Experimental Chronic Pancreatitis. Pancreas 2021; 50:1427-1434. [PMID: 35041343 DOI: 10.1097/mpa.0000000000001951] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/10/2022]
Abstract
OBJECTIVES Transforming growth factor-β (TGF-β)-mediated accumulation of extracellular matrix proteins such as collagen I is a common feature of fibrosis. Pancreatic stellate cells play an integral role in the pathogenesis of pancreatitis, and their profibrotic ability is mainly mediated by TGF-β signaling. To specifically address the role of fibrogenic cells in experimental pancreatic fibrosis, we deleted Smad7, the main feedback inhibitor of TGF-β signaling in this cell type in mice. METHODS A mouse strain harboring a conditional knockout allele of Smad7 (Smad7fl/fl) with the tamoxifen-inducible inducible Col1a2-CreERT allele was generated and compared with wild-type mice challenged with the cerulein-based model of chronic pancreatitis. RESULTS Pancreatic stellate cells lacking Smad7 had significantly increased collagen I and fibronectin production and showed a higher activation level in vitro. Surprisingly, the fibrotic index in the pancreata of treated conditional knockout mice was only slightly increased, without statistical significance. Except for fibronectin, the expression of different extracellular matrix proteins and the numbers of fibroblasts and inflammatory cells were similar between Smad7-mutant and control mice. CONCLUSIONS There was no clear evidence that the lack of Smad7 in pancreatic stellate cells plays a major role in experimental pancreatitis, at least in the mouse model investigated here.
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Liu X, Gündel B, Li X, Liu J, Wright A, Löhr M, Arvidsson G, Heuchel R. 3D heterospecies spheroids of pancreatic stroma and cancer cells demonstrate key phenotypes of pancreatic ductal adenocarcinoma. Transl Oncol 2021; 14:101107. [PMID: 33946033 PMCID: PMC8111319 DOI: 10.1016/j.tranon.2021.101107] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2021] [Revised: 03/18/2021] [Accepted: 04/14/2021] [Indexed: 12/19/2022] Open
Abstract
Pancreatic ductal adenocarcinoma (PDAC) is one of the most lethal malignancies, partly due to the dense desmoplasia and a lack of suitable model systems to study. In the present work, we developed a 3D heterospecies spheroid model to study the microenvironmental interactions between tumor cells and stellate cells which can also be employed to test therapeutic regimens. We set up monospheroids and heterospheroids made up from murine pancreatic stellate cells (mPSCs) and human PDAC cells (Panc1), which allowed for direct isolation of mRNA from a mixed cell population followed by an in silico separation of the RNA-seq reads. Global transcript level changes for cells in heterospheroids versus monospheroids were calculated, followed by gene set enrichment analysis and molecular subtype analysis. We observed an apparent shift of Panc1 from the classical to the squamous/basal-like phenotype upon co-culture with mPSCs. Moreover, mPSCs acquired a different cancer-associated fibroblast-related phenotype upon co-culture with Panc1. We analyzed the tumor cell-specific chemosensitivities towards gemcitabine, paclitaxel and SN38 and compared these to published pharmacotranscriptomic signatures. In conclusion, our heterospecies spheroid model reflected key aspects of PDAC and facilitated the study of intercellular interactions between tumor and stroma while additionally proving to be a good model for studying therapeutic responses.
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Affiliation(s)
- Xinyuan Liu
- Pancreas Cancer Research Lab, Department of Clinical Science, Intervention and Technology, (CLINTEC), Karolinska Institutet, Huddinge SE 141 86, Sweden
| | - Beate Gündel
- Pancreas Cancer Research Lab, Department of Clinical Science, Intervention and Technology, (CLINTEC), Karolinska Institutet, Huddinge SE 141 86, Sweden
| | - Xidan Li
- Department of Medicine, Karolinska Institutet, Huddinge SE 141 86, Sweden
| | - Jianping Liu
- Department of Medicine, Karolinska Institutet, Huddinge SE 141 86, Sweden
| | - Anthony Wright
- Division of Biomolecular and Cellular Medicine, Department of Laboratory Medicine, Karolinska Institutet, Huddinge SE 141 86, Sweden
| | - Matthias Löhr
- Pancreas Cancer Research Lab, Department of Clinical Science, Intervention and Technology, (CLINTEC), Karolinska Institutet, Huddinge SE 141 86, Sweden
| | - Gustav Arvidsson
- Division of Biomolecular and Cellular Medicine, Department of Laboratory Medicine, Karolinska Institutet, Huddinge SE 141 86, Sweden
| | - Rainer Heuchel
- Pancreas Cancer Research Lab, Department of Clinical Science, Intervention and Technology, (CLINTEC), Karolinska Institutet, Huddinge SE 141 86, Sweden.
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6
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Cao H, Qiang L, Chen J, Johnson KM, McNiven MA, Razidlo GL. Synergistic metalloproteinase-based remodeling of matrix by pancreatic tumor and stromal cells. PLoS One 2021; 16:e0248111. [PMID: 33740019 PMCID: PMC7978280 DOI: 10.1371/journal.pone.0248111] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2020] [Accepted: 02/20/2021] [Indexed: 11/22/2022] Open
Abstract
The process by which tumor cells mechanically invade through the surrounding stroma into peripheral tissues is an essential component of metastatic dissemination. Matrix metalloproteinase (MMP)-mediated extracellular matrix (ECM) degradation plays an important role in this invasive process. Defining the contribution and interaction between these MMPs during invasion remains a key interest in the development of targeted anti-metastatic therapies. In this study we have utilized multiple different stromal fibroblasts and tumor cells to define the relative contributions between cancer cells and stromal cells during MMP-dependent matrix remodeling and pancreatic (PDAC) tumor cell invasion. We find that tumor cells co-cultured with the conditioned medium from stromal fibroblasts exhibited a substantial increase in invadopodial-based matrix degradation and transwell invasion. This increase is dependent on pro-MMP2 expressed and secreted by stromal fibroblasts. Further, the pro-MMP2 from the stromal fibroblasts is activated by MT1-MMP expressed on the tumor cells. Depletion of MT1-MMP, the known activator of MMP2, in tumor cells largely blocked matrix remodeling, even in the presence of stromal cell medium. In summary, these findings implicate an important interplay between MT1-MMP from tumor cells and MMP2 from fibroblasts as a key component for ECM remodeling and invasion.
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Affiliation(s)
- Hong Cao
- Division of Gastroenterology & Hepatology, Mayo Clinic, Rochester, Minnesota, United States of America
| | - Li Qiang
- Division of Gastroenterology & Hepatology, Mayo Clinic, Rochester, Minnesota, United States of America
- Department of Biochemistry & Molecular Biology, Mayo Clinic, Rochester, Minnesota, United States of America
| | - Jing Chen
- Division of Gastroenterology & Hepatology, Mayo Clinic, Rochester, Minnesota, United States of America
| | - Katherine M. Johnson
- Division of Gastroenterology & Hepatology, Mayo Clinic, Rochester, Minnesota, United States of America
| | - Mark A. McNiven
- Division of Gastroenterology & Hepatology, Mayo Clinic, Rochester, Minnesota, United States of America
- Department of Biochemistry & Molecular Biology, Mayo Clinic, Rochester, Minnesota, United States of America
- * E-mail: (GLR); (MAM)
| | - Gina L. Razidlo
- Division of Gastroenterology & Hepatology, Mayo Clinic, Rochester, Minnesota, United States of America
- Department of Biochemistry & Molecular Biology, Mayo Clinic, Rochester, Minnesota, United States of America
- * E-mail: (GLR); (MAM)
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7
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Martinez-Useros J, Martin-Galan M, Garcia-Foncillas J. The Match between Molecular Subtypes, Histology and Microenvironment of Pancreatic Cancer and Its Relevance for Chemoresistance. Cancers (Basel) 2021; 13:322. [PMID: 33477288 PMCID: PMC7829908 DOI: 10.3390/cancers13020322] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2020] [Revised: 01/12/2021] [Accepted: 01/14/2021] [Indexed: 12/17/2022] Open
Abstract
In the last decade, several studies based on whole transcriptomic and genomic analyses of pancreatic tumors and their stroma have come to light to supplement histopathological stratification of pancreatic cancers with a molecular point-of-view. Three main molecular studies: Collisson et al. 2011, Moffitt et al. 2015 and Bailey et al. 2016 have found specific gene signatures, which identify different molecular subtypes of pancreatic cancer and provide a comprehensive stratification for both a personalized treatment or to identify potential druggable targets. However, the routine clinical management of pancreatic cancer does not consider a broad molecular analysis of each patient, due probably to the lack of target therapies for this tumor. Therefore, the current treatment decision is taken based on patients´ clinicopathological features and performance status. Histopathological evaluation of tumor samples could reveal many other attributes not only from tumor cells but also from their microenvironment specially about the presence of pancreatic stellate cells, regulatory T cells, tumor-associated macrophages, myeloid derived suppressor cells and extracellular matrix structure. In the present article, we revise the four molecular subtypes proposed by Bailey et al. and associate each subtype with other reported molecular subtypes. Moreover, we provide for each subtype a potential description of the tumor microenvironment that may influence treatment response according to the gene expression profile, the mutational landscape and their associated histology.
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8
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Awaji M, Saxena S, Wu L, Prajapati DR, Purohit A, Varney ML, Kumar S, Rachagani S, Ly QP, Jain M, Batra SK, Singh RK. CXCR2 signaling promotes secretory cancer-associated fibroblasts in pancreatic ductal adenocarcinoma. FASEB J 2020; 34:9405-9418. [PMID: 32453916 PMCID: PMC7501205 DOI: 10.1096/fj.201902990r] [Citation(s) in RCA: 39] [Impact Index Per Article: 9.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/26/2019] [Revised: 04/21/2020] [Accepted: 05/04/2020] [Indexed: 12/21/2022]
Abstract
Pancreatic ductal adenocarcinoma (PDAC) remains one of the most challenging malignancies. Desmoplasia and tumor-supporting inflammation are hallmarks of PDAC. The tumor microenvironment contributes significantly to tumor progression and spread. Cancer-associated fibroblasts (CAFs) facilitate therapy resistance and metastasis. Recent reports emphasized the concurrence of multiple subtypes of CAFs with diverse roles, fibrogenic, and secretory. C-X-C motif chemokine receptor 2 (CXCR2) is a chemokine receptor known for its role during inflammation and its adverse role in PDAC. Oncogenic Kras upregulates CXCR2 and its ligands and, thus, contribute to tumor proliferation and immunosuppression. CXCR2 deletion in a PDAC syngeneic mouse model produced increased fibrosis revealing a potential undescribed role of CXCR2 in CAFs. In this study, we demonstrate that the oncogenic Kras-CXCR2 axis regulates the CAFs function in PDAC and contributes to CAFs heterogeneity. We observed that oncogenic Kras and CXCR2 signaling alter CAFs, producing a secretory CAF phenotype with low fibrogenic features; and increased secretion of pro-tumor cytokines and CXCR2 ligands, utilizing the NF-κB activity. Finally, using syngeneic mouse models, we demonstrate that oncogenic Kras is associated with secretory CAFs and that CXCR2 inhibition promotes activation of fibrotic cells (myofibroblasts) and impact tumors in a mutation-dependent manner.
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MESH Headings
- Animals
- Apoptosis
- Biomarkers, Tumor/genetics
- Biomarkers, Tumor/metabolism
- Cancer-Associated Fibroblasts/metabolism
- Cancer-Associated Fibroblasts/pathology
- Carcinoma, Pancreatic Ductal/genetics
- Carcinoma, Pancreatic Ductal/metabolism
- Carcinoma, Pancreatic Ductal/pathology
- Cell Proliferation
- Gene Expression Regulation, Neoplastic
- Mice
- Mice, Knockout
- Mutation
- Pancreatic Neoplasms/genetics
- Pancreatic Neoplasms/metabolism
- Pancreatic Neoplasms/pathology
- Receptors, Interleukin-8B/genetics
- Receptors, Interleukin-8B/metabolism
- Signal Transduction
- Tumor Cells, Cultured
- Tumor Microenvironment
- Pancreatic Neoplasms
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Affiliation(s)
- Mohammad Awaji
- Department of Pathology and Microbiology, University of Nebraska Medical Center, Omaha NE 68198-5900
- Department of Pathology and Laboratory Medicine, King Fahad Specialist Hospital, Dammam, Saudi Arabia 31444
| | - Sugandha Saxena
- Department of Pathology and Microbiology, University of Nebraska Medical Center, Omaha NE 68198-5900
| | - Lingyun Wu
- Department of Pathology and Microbiology, University of Nebraska Medical Center, Omaha NE 68198-5900
| | - Dipakkumar R. Prajapati
- Department of Pathology and Microbiology, University of Nebraska Medical Center, Omaha NE 68198-5900
| | - Abhilasha Purohit
- Department of Pathology and Microbiology, University of Nebraska Medical Center, Omaha NE 68198-5900
| | - Michelle L. Varney
- Department of Pathology and Microbiology, University of Nebraska Medical Center, Omaha NE 68198-5900
| | - Sushil Kumar
- Department of Biochemistry and Molecular Biology, University of Nebraska Medical Center, Omaha NE 68198-5870
| | - Satyanarayana Rachagani
- Department of Biochemistry and Molecular Biology, University of Nebraska Medical Center, Omaha NE 68198-5870
| | - Quan P. Ly
- Department of Surgical Oncology, University of Nebraska Medical Center, Omaha NE 68198-6880
| | - Maneesh Jain
- Department of Biochemistry and Molecular Biology, University of Nebraska Medical Center, Omaha NE 68198-5870
| | - Surinder K. Batra
- Department of Biochemistry and Molecular Biology, University of Nebraska Medical Center, Omaha NE 68198-5870
| | - Rakesh K. Singh
- Department of Pathology and Microbiology, University of Nebraska Medical Center, Omaha NE 68198-5900
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9
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Che M, Kweon SM, Teo JL, Yuan YC, Melstrom LG, Waldron RT, Lugea A, Urrutia RA, Pandol SJ, Lai KKY. Targeting the CBP/β-Catenin Interaction to Suppress Activation of Cancer-Promoting Pancreatic Stellate Cells. Cancers (Basel) 2020; 12:cancers12061476. [PMID: 32516943 PMCID: PMC7352534 DOI: 10.3390/cancers12061476] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2020] [Revised: 05/27/2020] [Accepted: 06/04/2020] [Indexed: 02/06/2023] Open
Abstract
Background: Although cyclic AMP-response element binding protein-binding protein (CBP)/β-catenin signaling is known to promote proliferation and fibrosis in various organ systems, its role in the activation of pancreatic stellate cells (PSCs), the key effector cells of desmoplasia in pancreatic cancer and fibrosis in chronic pancreatitis, is largely unknown. Methods: To investigate the role of the CBP/β-catenin signaling pathway in the activation of PSCs, we have treated mouse and human PSCs with the small molecule specific CBP/β-catenin antagonist ICG-001 and examined the effects of treatment on parameters of activation. Results: We report for the first time that CBP/β-catenin antagonism suppresses activation of PSCs as evidenced by their decreased proliferation, down-regulation of “activation” markers, e.g., α-smooth muscle actin (α-SMA/Acta2), collagen type I alpha 1 (Col1a1), Prolyl 4-hydroxylase, and Survivin, up-regulation of peroxisome proliferator activated receptor gamma (Ppar-γ) which is associated with quiescence, and reduced migration; additionally, CBP/β-catenin antagonism also suppresses PSC-induced migration of cancer cells. Conclusion: CBP/β-catenin antagonism represents a novel therapeutic strategy for suppressing PSC activation and may be effective at countering PSC promotion of pancreatic cancer.
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Affiliation(s)
- Mingtian Che
- Department of Molecular Medicine, Beckman Research Institute of City of Hope, Duarte, CA 91010, USA; (M.C.); (S.-M.K.); (J.-L.T.)
| | - Soo-Mi Kweon
- Department of Molecular Medicine, Beckman Research Institute of City of Hope, Duarte, CA 91010, USA; (M.C.); (S.-M.K.); (J.-L.T.)
| | - Jia-Ling Teo
- Department of Molecular Medicine, Beckman Research Institute of City of Hope, Duarte, CA 91010, USA; (M.C.); (S.-M.K.); (J.-L.T.)
| | - Yate-Ching Yuan
- Department of Computational and Quantitative Medicine, Beckman Research Institute of City of Hope, Duarte, CA 91010, USA;
| | - Laleh G. Melstrom
- Department of Surgery, City of Hope National Medical Center, Duarte, CA 91010, USA;
| | - Richard T. Waldron
- Pancreatic Research Program, Cedars-Sinai Medical Center, Los Angeles, CA 90048, USA; (R.T.W.); (A.L.); (S.J.P.)
- Department of Medicine, University of California, Los Angeles (UCLA), Los Angeles, CA 90095, USA
| | - Aurelia Lugea
- Pancreatic Research Program, Cedars-Sinai Medical Center, Los Angeles, CA 90048, USA; (R.T.W.); (A.L.); (S.J.P.)
- Department of Medicine, University of California, Los Angeles (UCLA), Los Angeles, CA 90095, USA
| | - Raul A. Urrutia
- Department of Surgery and the Genomic Sciences and Precision Medicine Center (GSPMC), Medical College of Wisconsin, Milwaukee, WI 53226, USA;
| | - Stephen J. Pandol
- Pancreatic Research Program, Cedars-Sinai Medical Center, Los Angeles, CA 90048, USA; (R.T.W.); (A.L.); (S.J.P.)
- Department of Medicine, University of California, Los Angeles (UCLA), Los Angeles, CA 90095, USA
| | - Keane K. Y. Lai
- Department of Pathology, City of Hope National Medical Center, and Department of Molecular Medicine, Beckman Research Institute of City of Hope, Duarte, CA 91010, USA
- City of Hope Comprehensive Cancer Center, Duarte, CA 91010, USA
- Correspondence:
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10
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Norberg KJ, Liu X, Fernández Moro C, Strell C, Nania S, Blümel M, Balboni A, Bozóky B, Heuchel RL, Löhr JM. A novel pancreatic tumour and stellate cell 3D co-culture spheroid model. BMC Cancer 2020; 20:475. [PMID: 32460715 PMCID: PMC7251727 DOI: 10.1186/s12885-020-06867-5] [Citation(s) in RCA: 30] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2020] [Accepted: 04/14/2020] [Indexed: 12/15/2022] Open
Abstract
BACKGROUND Pancreatic ductal adenocarcinoma is a devastating disease with poor outcome, generally characterized by an excessive stroma component. The purpose of this study was to develop a simple and reproducible in vitro 3D-assay employing the main constituents of pancreatic ductal adenocarcinoma, namely pancreatic stellate and cancer cells. METHOD A spheroid assay, directly co-culturing human pancreatic stellate cells with human pancreatic tumour cells in 3D was established and characterized by electron microscopy, immunohistochemistry and real-time RT-PCR. In order to facilitate the cell type-specific crosstalk analysis by real-time RT-PCR, we developed a novel in vitro 3D co-culture model, where the participating cell types were from different species, human and mouse, respectively. Using species-specific PCR primers, we were able to investigate the crosstalk between stromal and cancer cells without previous cell separation and sorting. RESULTS We found clear evidence for mutual influence, such as increased proliferation and a shift towards a more mesenchymal phenotype in cancer cells and an activation of pancreatic stellate cells towards the myofibroblast phenotype. Using a heterospecies approach, which we coined virtual sorting, confirmed the findings we made initially in the human-human spheroids. CONCLUSIONS We developed and characterized different easy to set up 3D models to investigate the crosstalk between cancer and stroma cells for pancreatic cancer.
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Affiliation(s)
- K J Norberg
- Pancreas Cancer Research Lab, Department of Clinical Intervention and Technology (CLINTEC), Karolinska Institutet, Novum, floor 6, room 613, SE-141 86, Stockholm, Sweden
| | - X Liu
- Pancreas Cancer Research Lab, Department of Clinical Intervention and Technology (CLINTEC), Karolinska Institutet, Novum, floor 6, room 613, SE-141 86, Stockholm, Sweden
| | - C Fernández Moro
- Department of Laboratory Medicine (LabMed), Division of Pathology, Karolinska Institutet, Stockholm, Sweden.,Department of Clinical Pathology/Cytology, Karolinska University Hospital, Stockholm, Sweden
| | - C Strell
- Department of Cancer, Division of Upper GI, Karolinska University Hospital, Stockholm, Sweden
| | - S Nania
- Pancreas Cancer Research Lab, Department of Clinical Intervention and Technology (CLINTEC), Karolinska Institutet, Novum, floor 6, room 613, SE-141 86, Stockholm, Sweden
| | - M Blümel
- Pancreas Cancer Research Lab, Department of Clinical Intervention and Technology (CLINTEC), Karolinska Institutet, Novum, floor 6, room 613, SE-141 86, Stockholm, Sweden
| | - A Balboni
- Pancreas Cancer Research Lab, Department of Clinical Intervention and Technology (CLINTEC), Karolinska Institutet, Novum, floor 6, room 613, SE-141 86, Stockholm, Sweden
| | - B Bozóky
- Department of Laboratory Medicine (LabMed), Division of Pathology, Karolinska Institutet, Stockholm, Sweden.,Department of Clinical Pathology/Cytology, Karolinska University Hospital, Stockholm, Sweden
| | - R L Heuchel
- Pancreas Cancer Research Lab, Department of Clinical Intervention and Technology (CLINTEC), Karolinska Institutet, Novum, floor 6, room 613, SE-141 86, Stockholm, Sweden.
| | - J M Löhr
- Pancreas Cancer Research Lab, Department of Clinical Intervention and Technology (CLINTEC), Karolinska Institutet, Novum, floor 6, room 613, SE-141 86, Stockholm, Sweden.,Department of Cancer, Division of Upper GI, Karolinska University Hospital, Stockholm, Sweden
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11
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Li W, Zhou Y, Wang X, Cai M, Gao F, Carlsson PO, Sun Z. A modified in vitro tool for isolation and characterization of rat quiescent islet stellate cells. Exp Cell Res 2019; 384:111617. [PMID: 31505166 DOI: 10.1016/j.yexcr.2019.111617] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2018] [Revised: 09/02/2019] [Accepted: 09/05/2019] [Indexed: 02/07/2023]
Abstract
BACKGROUND Islet stellate cells (ISCs) play a critical role in islet fibrosis, contributing to the progression of pancreatic diseases. Previous studies have focused on fibrosis-associated activated ISCs obtained by standard islet explant techniques. However, in vitro models of quiescent ISCs (qISCs) are lacking. This study aims to develop a method to isolate qISCs and analyze their phenotype during activation. METHODS Immunofluorescence staining was applied to localize ISCs in normal human, rat, and mouse islets. qISCs were isolated from rat islets using density gradient centrifugation (DGC) method. qRT-PCR, immunoblotting, proliferation, and migration assays were employed for their characterization. RESULTS Desmin-positive ISCs were detected in normal human, rat, and mouse islets. Freshly isolated qISCs, obtained by density gradient centrifugation, displayed a polygonal appearance with refringent cytoplasmic lipid droplets and expressed transcriptional markers indicating a low activation/quiescent state. With increasing culture time, the marker expression pattern changed, reflecting ISC activation. qISCs contained more lipid droplets and exhibited lower proliferation and migration abilities compared to spindle-shaped ISCs obtained by traditional explant techniques. CONCLUSIONS This study describes a new method for efficient isolation of qISCs from rat islets, representing a useful in vitro tool to study the biology of ISCs in more physiological conditions.
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Affiliation(s)
- Wei Li
- Department of Endocrinology, Zhongda Hospital, Institute of Diabetes, School of Medicine, Southeast University, Nanjing, China
| | - Yunting Zhou
- Department of Endocrinology, Zhongda Hospital, Institute of Diabetes, School of Medicine, Southeast University, Nanjing, China
| | - Xiaohang Wang
- Department of Endocrinology, Zhongda Hospital, Institute of Diabetes, School of Medicine, Southeast University, Nanjing, China
| | - Min Cai
- Department of Endocrinology, Zhongda Hospital, Institute of Diabetes, School of Medicine, Southeast University, Nanjing, China
| | - Feng Gao
- Graduate Innovation Platform of Southeast University, Nanjing, China
| | - Per-Ola Carlsson
- Department of Medical Cell Biology, Uppsala University, Uppsala, Sweden
| | - Zilin Sun
- Department of Endocrinology, Zhongda Hospital, Institute of Diabetes, School of Medicine, Southeast University, Nanjing, China.
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12
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Williams MM, Mathison AJ, Christensen T, Greipp PT, Knutson DL, Klee EW, Zimmermann MT, Iovanna J, Lomberk GA, Urrutia RA. Aurora kinase B-phosphorylated HP1α functions in chromosomal instability. Cell Cycle 2019; 18:1407-1421. [PMID: 31130069 PMCID: PMC6592258 DOI: 10.1080/15384101.2019.1618126] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2019] [Revised: 04/17/2019] [Accepted: 05/08/2019] [Indexed: 01/25/2023] Open
Abstract
Heterochromatin Protein 1 α (HP1α) associates with members of the chromosome passenger complex (CPC) during mitosis, at centromeres where it is required for full Aurora Kinase B (AURKB) activity. Conversely, recent reports have identified AURKB as the major kinase responsible for phosphorylation of HP1α at Serine 92 (S92) during mitosis. Thus, the current study was designed to better understand the functional role of this posttranslationally modified form of HP1α. We find that S92-phosphorylated HP1α is generated in cells at early prophase, localizes to centromeres, and associates with regulators of chromosome stability, such as Inner Centromere Protein, INCENP. In mouse embryonic fibroblasts, HP1α knockout alone or reconstituted with a non-phosphorylatable (S92A) HP1α mutant results in mitotic chromosomal instability characterized by the formation of anaphase/telophase chromatin bridges and micronuclei. These effects are rescued by exogenous expression of wild type HP1α or a phosphomimetic (S92D) variant. Thus, the results from the current study extend our knowledge of the role of HP1α in chromosomal stability during mitosis.
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Affiliation(s)
- Monique M. Williams
- Departments of Biochemistry and Biostatistics, Mayo Clinic, Rochester, MN, USA
| | - Angela J. Mathison
- Genomics and Precision Medicine Center (GSPMC), Medical College of Wisconsin, Milwaukee, WI, USA
- Division of Research, Department of Surgery, Medical College of Wisconsin, Milwaukee, WI, USA
| | - Trent Christensen
- Departments of Biochemistry and Biostatistics, Mayo Clinic, Rochester, MN, USA
| | - Patricia T. Greipp
- Medical Genome Facility, Cytogenetics Core Laboratory, Rochester, MN, USA
| | - Darlene L. Knutson
- Medical Genome Facility, Cytogenetics Core Laboratory, Rochester, MN, USA
| | - Eric W. Klee
- Departments of Biochemistry and Biostatistics, Mayo Clinic, Rochester, MN, USA
| | - Michael T. Zimmermann
- Bioinformatics Research and Development Laboratory, Genomics Sciences and Precision Medicine Center, Medical College of Wisconsin, Milwaukee, WI, USA
- Clinical and Translational Sciences Institute, Medical College of Wisconsin, Milwaukee, WI, USA
| | - Juan Iovanna
- Centre de Recherche en Cancérologie de Marseille (CRCM), INSERM U1068, CNRS UMR 7258, Aix-Marseille Université and Institut Paoli-Calmettes, Parc Scientifique et Technologique de Luminy, Marseille, France
| | - Gwen A. Lomberk
- Genomics and Precision Medicine Center (GSPMC), Medical College of Wisconsin, Milwaukee, WI, USA
- Division of Research, Department of Surgery, Medical College of Wisconsin, Milwaukee, WI, USA
- Department of Pharmacology and Toxicology, Medical College of Wisconsin, Milwaukee, WI, USA
| | - Raul A. Urrutia
- Genomics and Precision Medicine Center (GSPMC), Medical College of Wisconsin, Milwaukee, WI, USA
- Division of Research, Department of Surgery, Medical College of Wisconsin, Milwaukee, WI, USA
- Department of Biochemistry, Medical College of Wisconsin, Milwaukee, WI, USA
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13
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Lenggenhager D, Amrutkar M, Sántha P, Aasrum M, Löhr JM, Gladhaug IP, Verbeke CS. Commonly Used Pancreatic Stellate Cell Cultures Differ Phenotypically and in Their Interactions with Pancreatic Cancer Cells. Cells 2019; 8:cells8010023. [PMID: 30621293 PMCID: PMC6356867 DOI: 10.3390/cells8010023] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/26/2018] [Revised: 12/24/2018] [Accepted: 12/28/2018] [Indexed: 02/07/2023] Open
Abstract
Activated pancreatic stellate cells (PSCs) play a central role in the tumor stroma of pancreatic ductal adenocarcinoma (PDAC). Given the limited availability of patient-derived PSCs from PDAC, immortalized PSC cell lines of murine and human origin have been established; however, it is not elucidated whether differences in species, organ disease status, donor age, and immortalization alter the PSC phenotype and behavior compared to that of patient-derived primary PSC cultures. Therefore, a panel of commonly used PSC cultures was examined for important phenotypical and functional features: three primary cultures from human PDAC, one primary from normal human pancreas, and three immortalized (one from human, two from murine pancreas). Growth rate was considerably lower in primary PSCs from human PDAC. Basal collagen synthesis varied between the PSC cultures, and TGF-β stimulation increased collagen synthesis only in non-immortalized cultures. Differences in secretome composition were observed along with a divergence in the DNA synthesis, migration, and response to gemcitabine of PDAC cell lines that were grown in conditioned medium from the various PSC cultures. The findings reveal considerable differences in features and functions that are key to PSCs and in the interactions with PDAC. These observations may be relevant to researchers when selecting the most appropriate PSC culture for their experiments.
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Affiliation(s)
- Daniela Lenggenhager
- Department of Pathology, Institute of Clinical Medicine, University of Oslo, Blindern, 0316 Oslo, Norway.
- Department of Pharmacology, Institute of Clinical Medicine, University of Oslo, Blindern, 0316 Oslo, Norway.
- Department of Pathology and Molecular Pathology, University Hospital Zürich, University of Zürich, Schmelzbergstrasse 12, 8091 Zürich, Switzerland.
| | - Manoj Amrutkar
- Department of Pharmacology, Institute of Clinical Medicine, University of Oslo, Blindern, 0316 Oslo, Norway.
- Department of Hepato-Pancreato-Biliary Surgery, Institute of Clinical Medicine, University of Oslo, P.O. Box 1171 Blindern, 0318 Oslo, Norway.
| | - Petra Sántha
- Department of Pathology, Oslo University Hospital Rikshospitalet, Nydalen, 0424 Oslo, Norway.
| | - Monica Aasrum
- Department of Pharmacology, Institute of Clinical Medicine, University of Oslo, Blindern, 0316 Oslo, Norway.
| | - Johannes-Matthias Löhr
- Department of Clinical Science, Intervention and Technology, Karolinska Institutet, K 53, 141 86 Stockholm, Sweden.
| | - Ivar P Gladhaug
- Department of Hepato-Pancreato-Biliary Surgery, Institute of Clinical Medicine, University of Oslo, P.O. Box 1171 Blindern, 0318 Oslo, Norway.
- Department of Hepato-Pancreato-Biliary Surgery, Oslo University Hospital Rikshospitalet, Nydalen, 0424 Oslo, Norway.
| | - Caroline S Verbeke
- Department of Pathology, Institute of Clinical Medicine, University of Oslo, Blindern, 0316 Oslo, Norway.
- Department of Pathology, Oslo University Hospital Rikshospitalet, Nydalen, 0424 Oslo, Norway.
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14
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Ebine K, Kumar K, Pham TN, Shields MA, Collier KA, Shang M, DeCant BT, Urrutia R, Hwang RF, Grimaldo S, Principe DR, Grippo PJ, Bentrem DJ, Munshi HG. Interplay between interferon regulatory factor 1 and BRD4 in the regulation of PD-L1 in pancreatic stellate cells. Sci Rep 2018; 8:13225. [PMID: 30185888 PMCID: PMC6125340 DOI: 10.1038/s41598-018-31658-1] [Citation(s) in RCA: 28] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/01/2018] [Accepted: 08/21/2018] [Indexed: 01/18/2023] Open
Abstract
The fibrotic reaction is a characteristic feature of human pancreatic ductal adenocarcinoma (PDAC) tumors. It is associated with activation and proliferation of pancreatic stellate cells (PSCs), which are key regulators of fibrosis in vivo. While there is increasing interest in the regulation of PD-L1 expression in cancer and immune cells, the expression and regulation of PD-L1 in other stromal cells, such as PSCs, has not been fully evaluated. Here we show that PSCs in vitro express higher PD-L1 mRNA and protein levels compared to the levels present in PDAC cells. We show that inhibitors targeting bromodomain and extra-terminal (BET) proteins and BRD4 knockdown decrease interferon-γ (IFN-γ)-induced PD-L1 expression in PSCs. We also show that c-MYC, one of the well-established targets of BET inhibitors, does not mediate IFN-γ-regulated PD-L1 expression in PSCs. Instead we show that interferon regulatory factor 1 (IRF1) mediates IFN-γ-induced PD-L1 expression in PSCs. Finally, while we show that BET inhibitors do not regulate IFN-γ-induced IRF1 expression in PSCs, BET inhibitors decrease binding of IRF1 and BRD4 to the PD-L1 promoter. Together, these results demonstrate the interplay between IRF1 and BRD4 in the regulation of PD-L1 in PSCs.
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Affiliation(s)
- Kazumi Ebine
- Department of Medicine, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA
- Jesse Brown VA Medical Center, Chicago, IL, USA
| | - Krishan Kumar
- Department of Medicine, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA.
- The Robert H. Lurie Comprehensive Cancer Center, Chicago, IL, USA.
| | - Thao N Pham
- Department of Medicine, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA
| | - Mario A Shields
- Cold Spring Harbor Laboratory, Cold Spring Harbor, Cold Spring, NY, USA
| | - Katharine A Collier
- Department of Medicine, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA
| | - Meng Shang
- Department of Medicine, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA
- Jesse Brown VA Medical Center, Chicago, IL, USA
| | - Brian T DeCant
- Department of Medicine, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA
| | - Raul Urrutia
- Laboratory of Epigenetics and Chromatin Dynamics, Division of Gastroenterology and Hepatology, Department of Internal Medicine, Epigenomics Translational Program, Center for Individualized Medicine, Mayo Clinic, Rochester, MN, USA
| | - Rosa F Hwang
- Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Sam Grimaldo
- Department of Medicine, University of Illinois, Chicago, IL, USA
| | | | - Paul J Grippo
- Department of Medicine, University of Illinois, Chicago, IL, USA
| | - David J Bentrem
- Department of Surgery, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA
- Jesse Brown VA Medical Center, Chicago, IL, USA
- The Robert H. Lurie Comprehensive Cancer Center, Chicago, IL, USA
| | - Hidayatullah G Munshi
- Department of Medicine, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA.
- Jesse Brown VA Medical Center, Chicago, IL, USA.
- The Robert H. Lurie Comprehensive Cancer Center, Chicago, IL, USA.
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15
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Experimental models of pancreatic cancer desmoplasia. J Transl Med 2018; 98:27-40. [PMID: 29155423 DOI: 10.1038/labinvest.2017.127] [Citation(s) in RCA: 46] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2017] [Revised: 10/12/2017] [Accepted: 10/12/2017] [Indexed: 01/18/2023] Open
Abstract
Desmoplasia is a fibro-inflammatory process and a well-established feature of pancreatic cancer. A key contributor to pancreatic cancer desmoplasia is the pancreatic stellate cell. Various in vitro and in vivo methods have emerged for the isolation, characterization, and use of pancreatic stellate cells in models of cancer-associated fibrosis. In addition to cell culture models, genetically engineered animal models have been established that spontaneously develop pancreatic cancer with desmoplasia. These animal models are currently being used for the study of pancreatic cancer pathogenesis and for evaluating therapeutics against pancreatic cancer. Here, we review various in vitro and in vivo models that are being used or have the potential to be used to study desmoplasia in pancreatic cancer.
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16
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Hesler RA, Huang JJ, Starr MD, Treboschi VM, Bernanke AG, Nixon AB, McCall SJ, White RR, Blobe GC. TGF-β-induced stromal CYR61 promotes resistance to gemcitabine in pancreatic ductal adenocarcinoma through downregulation of the nucleoside transporters hENT1 and hCNT3. Carcinogenesis 2017; 37:1041-1051. [PMID: 27604902 DOI: 10.1093/carcin/bgw093] [Citation(s) in RCA: 60] [Impact Index Per Article: 8.6] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2016] [Accepted: 08/16/2016] [Indexed: 12/18/2022] Open
Abstract
Pancreatic ductal adenocarcinoma (PDAC) is a lethal cancer in part due to inherent resistance to chemotherapy, including the first-line drug gemcitabine. Although low expression of the nucleoside transporters hENT1 and hCNT3 that mediate cellular uptake of gemcitabine has been linked to gemcitabine resistance, the mechanisms regulating their expression in the PDAC tumor microenvironment are largely unknown. Here, we report that the matricellular protein cysteine-rich angiogenic inducer 61 (CYR61) negatively regulates the nucleoside transporters hENT1 and hCNT3. CRISPR/Cas9-mediated knockout of CYR61 increased expression of hENT1 and hCNT3, increased cellular uptake of gemcitabine and sensitized PDAC cells to gemcitabine-induced apoptosis. In PDAC patient samples, expression of hENT1 and hCNT3 negatively correlates with expression of CYR61 . We demonstrate that stromal pancreatic stellate cells (PSCs) are a source of CYR61 within the PDAC tumor microenvironment. Transforming growth factor-β (TGF-β) induces the expression of CYR61 in PSCs through canonical TGF-β-ALK5-Smad2/3 signaling. Activation of TGF-β signaling or expression of CYR61 in PSCs promotes resistance to gemcitabine in PDAC cells in an in vitro co-culture assay. Our results identify CYR61 as a TGF-β-induced stromal-derived factor that regulates gemcitabine sensitivity in PDAC and suggest that targeting CYR61 may improve chemotherapy response in PDAC patients.
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Affiliation(s)
| | | | - Mark D Starr
- Division of Medical Oncology, Department of Medicine
| | | | | | | | | | - Rebekah R White
- Department of Surgery, Duke University, B354 LSRC Research Drive , Box 91004, Durham, NC 27708 , USA
| | - Gerard C Blobe
- Department of Pharmacology and Cancer Biology.,Division of Medical Oncology, Department of Medicine
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17
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Single-cell transcriptomes identify human islet cell signatures and reveal cell-type-specific expression changes in type 2 diabetes. Genome Res 2016; 27:208-222. [PMID: 27864352 PMCID: PMC5287227 DOI: 10.1101/gr.212720.116] [Citation(s) in RCA: 317] [Impact Index Per Article: 39.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2016] [Accepted: 11/16/2016] [Indexed: 01/09/2023]
Abstract
Blood glucose levels are tightly controlled by the coordinated action of at least four cell types constituting pancreatic islets. Changes in the proportion and/or function of these cells are associated with genetic and molecular pathophysiology of monogenic, type 1, and type 2 (T2D) diabetes. Cellular heterogeneity impedes precise understanding of the molecular components of each islet cell type that govern islet (dys)function, particularly the less abundant delta and gamma/pancreatic polypeptide (PP) cells. Here, we report single-cell transcriptomes for 638 cells from nondiabetic (ND) and T2D human islet samples. Analyses of ND single-cell transcriptomes identified distinct alpha, beta, delta, and PP/gamma cell-type signatures. Genes linked to rare and common forms of islet dysfunction and diabetes were expressed in the delta and PP/gamma cell types. Moreover, this study revealed that delta cells specifically express receptors that receive and coordinate systemic cues from the leptin, ghrelin, and dopamine signaling pathways implicating them as integrators of central and peripheral metabolic signals into the pancreatic islet. Finally, single-cell transcriptome profiling revealed genes differentially regulated between T2D and ND alpha, beta, and delta cells that were undetectable in paired whole islet analyses. This study thus identifies fundamental cell-type–specific features of pancreatic islet (dys)function and provides a critical resource for comprehensive understanding of islet biology and diabetes pathogenesis.
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18
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Parathyroid Hormone-Related Protein Interacts With the Transforming Growth Factor-β/Bone Morphogenetic Protein-2/Gremlin Signaling Pathway to Regulate Proinflammatory and Profibrotic Mediators in Pancreatic Acinar and Stellate Cells. Pancreas 2016; 45:659-70. [PMID: 26495794 PMCID: PMC4833530 DOI: 10.1097/mpa.0000000000000522] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
OBJECTIVES Transforming growth factor β (TGF-β) regulates immune and fibrotic responses of chronic pancreatitis. The bone morphogenetic protein 2 (BMP-2) antagonist gremlin is regulated by TGF-β. Parathyroid hormone-related protein (PTHrP) levels are elevated in chronic pancreatitis. Here, we investigated the cross-talk between TGF-β/BMP-2/gremlin and PTHrP signaling. METHODS Reverse transcription/real-time polymerase chain reaction, chromatin immunoprecipitation, Western blotting, and transient transfection were used to investigate PTHrP regulation by TGF-β and BMP-2 and gremlin regulation by PTHrP. The PTHrP antagonist PTHrP (7-34) and acinar cells with conditional Pthrp gene deletion (PTHrP) were used to assess PTHrP's role in the proinflammatory and profibrotic effects of TGF-β and gremlin. RESULTS Transforming growth factor β increased PTHrP levels in acinar cells and pancreatic stellate cells (PSCs) through a Smad3-dependent pathway. Transforming growth factor β's effects on levels of IL-6 and intercellular adhesion molecule 1 (ICAM-1) (acinar cells) and procollagen I and fibronectin (PSCs) were inhibited by PTHrP (7-34). PTHrP suppressed TGF-β's effects on IL-6 and ICAM-1. Parathyroid hormone-related hormone increased gremlin in acinar cells, and inhibiting gremlin action suppressed TGF-β's and PTHrP's effects on IL-6 and ICAM-1. Transforming growth factor β-mediated gremlin up-regulation was suppressed in PTHrP cells. Bone morphogenetic protein 2 suppressed PTHrP levels in PSCs. CONCLUSIONS Parathyroid hormone-related hormone functions as a novel mediator of the proinflammatory and profibrotic effects of TGF-β. Transforming growth factor β and BMP-2 regulate PTHrP expression, and PTHrP regulates gremlin levels.
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19
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Strobel O, Dadabaeva N, Felix K, Hackert T, Giese NA, Jesenofsky R, Werner J. Isolation and culture of primary human pancreatic stellate cells that reflect the context of their tissue of origin. Langenbecks Arch Surg 2015; 401:89-97. [PMID: 26712717 DOI: 10.1007/s00423-015-1343-6] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2015] [Accepted: 09/18/2015] [Indexed: 02/02/2023]
Abstract
BACKGROUND Pancreatic stellate cells (PSCs) play a critical role in pancreatic ductal adenocarcinoma (PDAC). Activated PSCs are the main source of fibrosis in chronic pancreatitis and of desmoplasia in PDAC. The majority of studies on PSC are based on in vitro experiments relying on immortalized cell lines derived from diseased human pancreas or from animal models. These PSCs are usually activated and may not represent the biological context of their tissue of origin. PURPOSE (1) To isolate and culture primary human PSC from different disease contexts with minimal impact on their state of activation. (2) To perform a comparative analysis of phenotypes of PSC derived from different contexts. METHODS PSCs were isolated from normal pancreas, chronic pancreatitis, and PDAC using a hybrid method of digestion and outgrowth. To minimize activation by serum compounds, cells were cultured in a low-serum environment (2.5 % fetal bovine serum (FBS)). Expression patterns of commonly used markers for PSC phenotype and activity were compared between primary PSC lines derived from different contexts and correlated to expression in their original tissues. RESULTS Isolation was successful from 14 of 17 tissues (82 %). Isolated PSC displayed stable viability and phenotype in low-serum environment. Expression profiles of isolated PSC and matched original tissues were closely correlated. PDAC-derived PSC tended to have a higher status of activation if compared to PSC derived from non-cancerous tissues. CONCLUSIONS Primary human PSCs isolated from different contexts and cultured in a low-serum environment maintain a phenotype that reflects the stromal activity present in their tissue of origin.
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Affiliation(s)
- Oliver Strobel
- Department of General Surgery, University Hospital Heidelberg, Im Neuenheimer Feld 110, 69120, Heidelberg, Germany.
| | - Nigora Dadabaeva
- Department of General Surgery, University Hospital Heidelberg, Im Neuenheimer Feld 110, 69120, Heidelberg, Germany
| | - Klaus Felix
- Department of General Surgery, University Hospital Heidelberg, Im Neuenheimer Feld 110, 69120, Heidelberg, Germany
| | - Thilo Hackert
- Department of General Surgery, University Hospital Heidelberg, Im Neuenheimer Feld 110, 69120, Heidelberg, Germany
| | - Nathalia A Giese
- Department of General Surgery, University Hospital Heidelberg, Im Neuenheimer Feld 110, 69120, Heidelberg, Germany
| | - Ralf Jesenofsky
- Department of Internal Medicine 2, University Medicine Mannheim, Mannheim, Germany
| | - Jens Werner
- Department of General Surgery, University Hospital Heidelberg, Im Neuenheimer Feld 110, 69120, Heidelberg, Germany
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20
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Mathison A, Escande C, Calvo E, Seo S, White T, Salmonson A, Faubion WA, Buttar N, Iovanna J, Lomberk G, Chini EN, Urrutia R. Phenotypic Characterization of Mice Carrying Homozygous Deletion of KLF11, a Gene in Which Mutations Cause Human Neonatal and MODY VII Diabetes. Endocrinology 2015; 156:3581-95. [PMID: 26248217 PMCID: PMC4588811 DOI: 10.1210/en.2015-1145] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
We have previously shown that amino acid changes in the human Kruppel-Like Factor (KLF) 11 protein is associated with the development of maturity onset diabetes of the young VII, whereas complete inactivation of this pathway by the -331 human insulin mutation causes neonatal diabetes mellitus. Here, we report that Klf11-/- mice have decreased circulating insulin levels, alterations in the control of blood glucose and body weight, as well as serum dyslipidemia, but do not develop diabetes. Functional assays using ex vivo liver tissue sections demonstrate that Klf11-/- mice display increased insulin sensitivity. Genome-wide experiments validated by pathway-specific quantitative PCR arrays reveal that the Klf11-/- phenotype associates to alterations in the regulation of gene networks involved in lipid metabolism, in particular those regulated by peroxisome proliferator-activated receptor-γ. Combined, these results demonstrate that the major phenotype given by the whole-body deletion of Klf11 in mouse is not diabetes but increased insulin sensitivity, likely due to altered transcriptional regulation in target tissues. The absence of diabetes in the Klf11-/- mouse either indicates an interspecies difference for the role of this transcription factor in metabolic homeostasis between mouse and humans, or potentially highlights the fact that other molecular factors can compensate for its absence. Nevertheless, the data of this study, gathered at the whole-organism level, further support a role for KLF11 in metabolic processes like insulin sensitivity, which regulation is critical in several forms of diabetes.
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Affiliation(s)
- Angela Mathison
- Laboratory of Epigenetics and Chromatin Dynamics (A.M., A.S., W.A.F., N.B., G.L., R.U.), Gastroenterology Research Unit, Departments of Biochemistry and Molecular Biology, Biophysics, Medicine, Epigenomics Translation Program Center for Individualized Medicine, Mayo Clinic, Rochester, Minnesota 55905; Metabolic Diseases and Aging Laboratory (C.E.), Institut Pasteur Montevideo, Montevideo 11400, Uruguay; Department of Anesthesia and Robert and Arlene Kogod Center on Aging (C.E., T.W., E.N.C.), Mayo Clinic, Rochester, Minnesota 55905; Endocrinology and Nephrology (E.C.), Centre Hospitalier Universitaire de Québec Research Center and Laval University, Québec, Québec, G1V 4G2, Canada; Lieber Institute for Brain Development (S.S.), Baltimore, Maryland 21205; and Centre de Recherche en Cancérologie de Marseille (J.I.), INSERM U1068, Centre Nationale de la Recherche Scientifique Unité Mixte de Recherche 7258, Aix-Marseille Université and Institut Paoli-Calmettes, Parc Scientifique et Technologique de Luminy, Marseille, 13288, France
| | - Carlos Escande
- Laboratory of Epigenetics and Chromatin Dynamics (A.M., A.S., W.A.F., N.B., G.L., R.U.), Gastroenterology Research Unit, Departments of Biochemistry and Molecular Biology, Biophysics, Medicine, Epigenomics Translation Program Center for Individualized Medicine, Mayo Clinic, Rochester, Minnesota 55905; Metabolic Diseases and Aging Laboratory (C.E.), Institut Pasteur Montevideo, Montevideo 11400, Uruguay; Department of Anesthesia and Robert and Arlene Kogod Center on Aging (C.E., T.W., E.N.C.), Mayo Clinic, Rochester, Minnesota 55905; Endocrinology and Nephrology (E.C.), Centre Hospitalier Universitaire de Québec Research Center and Laval University, Québec, Québec, G1V 4G2, Canada; Lieber Institute for Brain Development (S.S.), Baltimore, Maryland 21205; and Centre de Recherche en Cancérologie de Marseille (J.I.), INSERM U1068, Centre Nationale de la Recherche Scientifique Unité Mixte de Recherche 7258, Aix-Marseille Université and Institut Paoli-Calmettes, Parc Scientifique et Technologique de Luminy, Marseille, 13288, France
| | - Ezequiel Calvo
- Laboratory of Epigenetics and Chromatin Dynamics (A.M., A.S., W.A.F., N.B., G.L., R.U.), Gastroenterology Research Unit, Departments of Biochemistry and Molecular Biology, Biophysics, Medicine, Epigenomics Translation Program Center for Individualized Medicine, Mayo Clinic, Rochester, Minnesota 55905; Metabolic Diseases and Aging Laboratory (C.E.), Institut Pasteur Montevideo, Montevideo 11400, Uruguay; Department of Anesthesia and Robert and Arlene Kogod Center on Aging (C.E., T.W., E.N.C.), Mayo Clinic, Rochester, Minnesota 55905; Endocrinology and Nephrology (E.C.), Centre Hospitalier Universitaire de Québec Research Center and Laval University, Québec, Québec, G1V 4G2, Canada; Lieber Institute for Brain Development (S.S.), Baltimore, Maryland 21205; and Centre de Recherche en Cancérologie de Marseille (J.I.), INSERM U1068, Centre Nationale de la Recherche Scientifique Unité Mixte de Recherche 7258, Aix-Marseille Université and Institut Paoli-Calmettes, Parc Scientifique et Technologique de Luminy, Marseille, 13288, France
| | - Seungmae Seo
- Laboratory of Epigenetics and Chromatin Dynamics (A.M., A.S., W.A.F., N.B., G.L., R.U.), Gastroenterology Research Unit, Departments of Biochemistry and Molecular Biology, Biophysics, Medicine, Epigenomics Translation Program Center for Individualized Medicine, Mayo Clinic, Rochester, Minnesota 55905; Metabolic Diseases and Aging Laboratory (C.E.), Institut Pasteur Montevideo, Montevideo 11400, Uruguay; Department of Anesthesia and Robert and Arlene Kogod Center on Aging (C.E., T.W., E.N.C.), Mayo Clinic, Rochester, Minnesota 55905; Endocrinology and Nephrology (E.C.), Centre Hospitalier Universitaire de Québec Research Center and Laval University, Québec, Québec, G1V 4G2, Canada; Lieber Institute for Brain Development (S.S.), Baltimore, Maryland 21205; and Centre de Recherche en Cancérologie de Marseille (J.I.), INSERM U1068, Centre Nationale de la Recherche Scientifique Unité Mixte de Recherche 7258, Aix-Marseille Université and Institut Paoli-Calmettes, Parc Scientifique et Technologique de Luminy, Marseille, 13288, France
| | - Thomas White
- Laboratory of Epigenetics and Chromatin Dynamics (A.M., A.S., W.A.F., N.B., G.L., R.U.), Gastroenterology Research Unit, Departments of Biochemistry and Molecular Biology, Biophysics, Medicine, Epigenomics Translation Program Center for Individualized Medicine, Mayo Clinic, Rochester, Minnesota 55905; Metabolic Diseases and Aging Laboratory (C.E.), Institut Pasteur Montevideo, Montevideo 11400, Uruguay; Department of Anesthesia and Robert and Arlene Kogod Center on Aging (C.E., T.W., E.N.C.), Mayo Clinic, Rochester, Minnesota 55905; Endocrinology and Nephrology (E.C.), Centre Hospitalier Universitaire de Québec Research Center and Laval University, Québec, Québec, G1V 4G2, Canada; Lieber Institute for Brain Development (S.S.), Baltimore, Maryland 21205; and Centre de Recherche en Cancérologie de Marseille (J.I.), INSERM U1068, Centre Nationale de la Recherche Scientifique Unité Mixte de Recherche 7258, Aix-Marseille Université and Institut Paoli-Calmettes, Parc Scientifique et Technologique de Luminy, Marseille, 13288, France
| | - Ann Salmonson
- Laboratory of Epigenetics and Chromatin Dynamics (A.M., A.S., W.A.F., N.B., G.L., R.U.), Gastroenterology Research Unit, Departments of Biochemistry and Molecular Biology, Biophysics, Medicine, Epigenomics Translation Program Center for Individualized Medicine, Mayo Clinic, Rochester, Minnesota 55905; Metabolic Diseases and Aging Laboratory (C.E.), Institut Pasteur Montevideo, Montevideo 11400, Uruguay; Department of Anesthesia and Robert and Arlene Kogod Center on Aging (C.E., T.W., E.N.C.), Mayo Clinic, Rochester, Minnesota 55905; Endocrinology and Nephrology (E.C.), Centre Hospitalier Universitaire de Québec Research Center and Laval University, Québec, Québec, G1V 4G2, Canada; Lieber Institute for Brain Development (S.S.), Baltimore, Maryland 21205; and Centre de Recherche en Cancérologie de Marseille (J.I.), INSERM U1068, Centre Nationale de la Recherche Scientifique Unité Mixte de Recherche 7258, Aix-Marseille Université and Institut Paoli-Calmettes, Parc Scientifique et Technologique de Luminy, Marseille, 13288, France
| | - William A Faubion
- Laboratory of Epigenetics and Chromatin Dynamics (A.M., A.S., W.A.F., N.B., G.L., R.U.), Gastroenterology Research Unit, Departments of Biochemistry and Molecular Biology, Biophysics, Medicine, Epigenomics Translation Program Center for Individualized Medicine, Mayo Clinic, Rochester, Minnesota 55905; Metabolic Diseases and Aging Laboratory (C.E.), Institut Pasteur Montevideo, Montevideo 11400, Uruguay; Department of Anesthesia and Robert and Arlene Kogod Center on Aging (C.E., T.W., E.N.C.), Mayo Clinic, Rochester, Minnesota 55905; Endocrinology and Nephrology (E.C.), Centre Hospitalier Universitaire de Québec Research Center and Laval University, Québec, Québec, G1V 4G2, Canada; Lieber Institute for Brain Development (S.S.), Baltimore, Maryland 21205; and Centre de Recherche en Cancérologie de Marseille (J.I.), INSERM U1068, Centre Nationale de la Recherche Scientifique Unité Mixte de Recherche 7258, Aix-Marseille Université and Institut Paoli-Calmettes, Parc Scientifique et Technologique de Luminy, Marseille, 13288, France
| | - Navtej Buttar
- Laboratory of Epigenetics and Chromatin Dynamics (A.M., A.S., W.A.F., N.B., G.L., R.U.), Gastroenterology Research Unit, Departments of Biochemistry and Molecular Biology, Biophysics, Medicine, Epigenomics Translation Program Center for Individualized Medicine, Mayo Clinic, Rochester, Minnesota 55905; Metabolic Diseases and Aging Laboratory (C.E.), Institut Pasteur Montevideo, Montevideo 11400, Uruguay; Department of Anesthesia and Robert and Arlene Kogod Center on Aging (C.E., T.W., E.N.C.), Mayo Clinic, Rochester, Minnesota 55905; Endocrinology and Nephrology (E.C.), Centre Hospitalier Universitaire de Québec Research Center and Laval University, Québec, Québec, G1V 4G2, Canada; Lieber Institute for Brain Development (S.S.), Baltimore, Maryland 21205; and Centre de Recherche en Cancérologie de Marseille (J.I.), INSERM U1068, Centre Nationale de la Recherche Scientifique Unité Mixte de Recherche 7258, Aix-Marseille Université and Institut Paoli-Calmettes, Parc Scientifique et Technologique de Luminy, Marseille, 13288, France
| | - Juan Iovanna
- Laboratory of Epigenetics and Chromatin Dynamics (A.M., A.S., W.A.F., N.B., G.L., R.U.), Gastroenterology Research Unit, Departments of Biochemistry and Molecular Biology, Biophysics, Medicine, Epigenomics Translation Program Center for Individualized Medicine, Mayo Clinic, Rochester, Minnesota 55905; Metabolic Diseases and Aging Laboratory (C.E.), Institut Pasteur Montevideo, Montevideo 11400, Uruguay; Department of Anesthesia and Robert and Arlene Kogod Center on Aging (C.E., T.W., E.N.C.), Mayo Clinic, Rochester, Minnesota 55905; Endocrinology and Nephrology (E.C.), Centre Hospitalier Universitaire de Québec Research Center and Laval University, Québec, Québec, G1V 4G2, Canada; Lieber Institute for Brain Development (S.S.), Baltimore, Maryland 21205; and Centre de Recherche en Cancérologie de Marseille (J.I.), INSERM U1068, Centre Nationale de la Recherche Scientifique Unité Mixte de Recherche 7258, Aix-Marseille Université and Institut Paoli-Calmettes, Parc Scientifique et Technologique de Luminy, Marseille, 13288, France
| | - Gwen Lomberk
- Laboratory of Epigenetics and Chromatin Dynamics (A.M., A.S., W.A.F., N.B., G.L., R.U.), Gastroenterology Research Unit, Departments of Biochemistry and Molecular Biology, Biophysics, Medicine, Epigenomics Translation Program Center for Individualized Medicine, Mayo Clinic, Rochester, Minnesota 55905; Metabolic Diseases and Aging Laboratory (C.E.), Institut Pasteur Montevideo, Montevideo 11400, Uruguay; Department of Anesthesia and Robert and Arlene Kogod Center on Aging (C.E., T.W., E.N.C.), Mayo Clinic, Rochester, Minnesota 55905; Endocrinology and Nephrology (E.C.), Centre Hospitalier Universitaire de Québec Research Center and Laval University, Québec, Québec, G1V 4G2, Canada; Lieber Institute for Brain Development (S.S.), Baltimore, Maryland 21205; and Centre de Recherche en Cancérologie de Marseille (J.I.), INSERM U1068, Centre Nationale de la Recherche Scientifique Unité Mixte de Recherche 7258, Aix-Marseille Université and Institut Paoli-Calmettes, Parc Scientifique et Technologique de Luminy, Marseille, 13288, France
| | - Eduardo N Chini
- Laboratory of Epigenetics and Chromatin Dynamics (A.M., A.S., W.A.F., N.B., G.L., R.U.), Gastroenterology Research Unit, Departments of Biochemistry and Molecular Biology, Biophysics, Medicine, Epigenomics Translation Program Center for Individualized Medicine, Mayo Clinic, Rochester, Minnesota 55905; Metabolic Diseases and Aging Laboratory (C.E.), Institut Pasteur Montevideo, Montevideo 11400, Uruguay; Department of Anesthesia and Robert and Arlene Kogod Center on Aging (C.E., T.W., E.N.C.), Mayo Clinic, Rochester, Minnesota 55905; Endocrinology and Nephrology (E.C.), Centre Hospitalier Universitaire de Québec Research Center and Laval University, Québec, Québec, G1V 4G2, Canada; Lieber Institute for Brain Development (S.S.), Baltimore, Maryland 21205; and Centre de Recherche en Cancérologie de Marseille (J.I.), INSERM U1068, Centre Nationale de la Recherche Scientifique Unité Mixte de Recherche 7258, Aix-Marseille Université and Institut Paoli-Calmettes, Parc Scientifique et Technologique de Luminy, Marseille, 13288, France
| | - Raul Urrutia
- Laboratory of Epigenetics and Chromatin Dynamics (A.M., A.S., W.A.F., N.B., G.L., R.U.), Gastroenterology Research Unit, Departments of Biochemistry and Molecular Biology, Biophysics, Medicine, Epigenomics Translation Program Center for Individualized Medicine, Mayo Clinic, Rochester, Minnesota 55905; Metabolic Diseases and Aging Laboratory (C.E.), Institut Pasteur Montevideo, Montevideo 11400, Uruguay; Department of Anesthesia and Robert and Arlene Kogod Center on Aging (C.E., T.W., E.N.C.), Mayo Clinic, Rochester, Minnesota 55905; Endocrinology and Nephrology (E.C.), Centre Hospitalier Universitaire de Québec Research Center and Laval University, Québec, Québec, G1V 4G2, Canada; Lieber Institute for Brain Development (S.S.), Baltimore, Maryland 21205; and Centre de Recherche en Cancérologie de Marseille (J.I.), INSERM U1068, Centre Nationale de la Recherche Scientifique Unité Mixte de Recherche 7258, Aix-Marseille Université and Institut Paoli-Calmettes, Parc Scientifique et Technologique de Luminy, Marseille, 13288, France
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21
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Paulo JA, Gaun A, Gygi SP. Global Analysis of Protein Expression and Phosphorylation Levels in Nicotine-Treated Pancreatic Stellate Cells. J Proteome Res 2015; 14:4246-56. [PMID: 26265067 DOI: 10.1021/acs.jproteome.5b00398] [Citation(s) in RCA: 47] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
Smoking is a risk factor in pancreatic disease; however, the biochemical mechanisms correlating smoking with pancreatic dysfunction remain poorly understood. Strategies using multiplexed isobaric tag-based mass spectrometry facilitate the study of drug-induced perturbations on biological systems. Here, we present the first large-scale analysis of the proteomic and phosphoproteomic alterations in pancreatic stellate cells following treatment with two nicotinic acetylcholine receptor (nAChR) ligands: nicotine and α-bungarotoxin. We treated cells with nicotine or α-bungarotoxin for 12 h in triplicate and compared alterations in protein expression and phosphorylation levels to mock-treated cells using a tandem mass tag (TMT9plex)-based approach. Over 8100 proteins were quantified across all nine samples, of which 46 were altered in abundance upon treatment with nicotine. Proteins with increased abundance included those associated with neurons, defense mechanisms, indicators of pancreatic disease, and lysosomal proteins. In addition, we measured differences for ∼16 000 phosphorylation sites across all nine samples using a titanium dioxide-based strategy, of which 132 sites were altered with nicotine and 451 with α-bungarotoxin treatment. Many altered phosphorylation sites were involved in nuclear function and transcriptional events. This study supports the development of future targeted investigations to establish a better understanding for the role of nicotine and associated receptors in pancreatic disease.
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Affiliation(s)
- Joao A Paulo
- Department of Cell Biology, Harvard Medical School , Boston, Massachusetts 02115, United States
| | - Aleksandr Gaun
- Department of Cell Biology, Harvard Medical School , Boston, Massachusetts 02115, United States
| | - Steven P Gygi
- Department of Cell Biology, Harvard Medical School , Boston, Massachusetts 02115, United States
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22
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Pathophysiological role of microRNA-29 in pancreatic cancer stroma. Sci Rep 2015; 5:11450. [PMID: 26095125 PMCID: PMC4476113 DOI: 10.1038/srep11450] [Citation(s) in RCA: 50] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/12/2015] [Accepted: 05/26/2015] [Indexed: 12/24/2022] Open
Abstract
Dense fibrotic stroma associated with pancreatic ductal adenocarcinoma (PDAC) is a major obstacle for drug delivery to the tumor bed and plays a crucial role in pancreatic cancer progression. Current, anti-stromal therapies have failed to improve tumor response to chemotherapy and patient survival. Furthermore, recent studies show that stroma impedes tumor progression, and its complete ablation accelerates PDAC progression. In an effort to understand the molecular mechanisms associated with tumor-stromal interactions, using in vitro and in vivo models and PDAC patient biopsies, we show that the loss of miR-29 is a common phenomenon of activated pancreatic stellate cells (PSCs)/fibroblasts, the major stromal cells responsible for fibrotic stromal reaction. Loss of miR-29 is correlated with a significant increase in extracellular matrix (ECM) deposition, a major component in PDAC stroma. Our in vitro miR-29 gain/loss-of-function studies document the role of miR-29 in PSC-mediated ECM stromal protein accumulation. Overexpression of miR-29 in activated stellate cells reduced stromal deposition, cancer cell viability, and cancer growth in co-culture. Furthermore, the loss of miR-29 in TGF-β1 activated PSCs is SMAD3 dependent. These results provide insights into the mechanistic role of miR-29 in PDAC stroma and its potential use as a therapeutic agent to target PDAC.
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23
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Bi Y, Li J, Ji B, Kang N, Yang L, Simonetto DA, Kwon JH, Kamath M, Cao S, Shah V. Sphingosine-1-phosphate mediates a reciprocal signaling pathway between stellate cells and cancer cells that promotes pancreatic cancer growth. THE AMERICAN JOURNAL OF PATHOLOGY 2014; 184:2791-802. [PMID: 25111230 PMCID: PMC4188870 DOI: 10.1016/j.ajpath.2014.06.023] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/09/2014] [Revised: 06/18/2014] [Accepted: 06/23/2014] [Indexed: 12/13/2022]
Abstract
Sphingosine-1-phosphate (S1P) is produced by sphingosine kinase 1 and is implicated in tumor growth, although the mechanisms remain incompletely understood. Pancreatic stellate cells (PSCs) reside within the tumor microenvironment and may regulate tumor progression. We hypothesized that S1P activates PSCs to release paracrine factors, which, in turn, increase cancer cell invasion and growth. We used a combination of human tissue, in vitro, and in vivo studies to mechanistically evaluate this concept. Sphingosine kinase 1 was overexpressed in human pancreatic tissue, especially within tumor cells. S1P activated PSCs in vitro and conditioned medium from S1P-stimulated PSCs, increased pancreatic cancer cell migration, and invasion, which was dependent on S1P2, ABL1 (alias c-Abl) kinase, and matrix metalloproteinase-9. In vivo studies showed that pancreatic cancer cells co-implanted with S1P2 receptor knockdown PSCs led to less cancer growth and metastasis in s.c. and orthotopic pancreatic cancer models compared with control PSCs. Pancreatic cancer cell-derived S1P activates PSCs to release paracrine factors, including matrix metalloproteinase-9, which reciprocally promotes tumor cell migration and invasion in vitro and cancer growth in vivo.
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Affiliation(s)
- Yan Bi
- Gastroenterology Research Unit, the Department of Gastroenterology and Hepatology, Mayo Clinic, Rochester, Minnesota
| | - Jiachu Li
- Gastroenterology Research Unit, the Department of Gastroenterology and Hepatology, Mayo Clinic, Rochester, Minnesota; Department of Oncology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Baoan Ji
- Gastroenterology Research Unit, the Department of Gastroenterology and Hepatology, Mayo Clinic, Rochester, Minnesota
| | - Ningling Kang
- Gastroenterology Research Unit, the Department of Gastroenterology and Hepatology, Mayo Clinic, Rochester, Minnesota
| | - Liu Yang
- Gastroenterology Research Unit, the Department of Gastroenterology and Hepatology, Mayo Clinic, Rochester, Minnesota
| | - Douglas A Simonetto
- Gastroenterology Research Unit, the Department of Gastroenterology and Hepatology, Mayo Clinic, Rochester, Minnesota
| | - Jung H Kwon
- Gastroenterology Research Unit, the Department of Gastroenterology and Hepatology, Mayo Clinic, Rochester, Minnesota
| | - Marielle Kamath
- Gastroenterology Research Unit, the Department of Gastroenterology and Hepatology, Mayo Clinic, Rochester, Minnesota
| | - Sheng Cao
- Gastroenterology Research Unit, the Department of Gastroenterology and Hepatology, Mayo Clinic, Rochester, Minnesota
| | - Vijay Shah
- Gastroenterology Research Unit, the Department of Gastroenterology and Hepatology, Mayo Clinic, Rochester, Minnesota.
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24
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Coleman SJ, Watt J, Arumugam P, Solaini L, Carapuca E, Ghallab M, Grose RP, Kocher HM. Pancreatic cancer organotypics: High throughput, preclinical models for pharmacological agent evaluation. World J Gastroenterol 2014; 20:8471-8481. [PMID: 25024603 PMCID: PMC4093698 DOI: 10.3748/wjg.v20.i26.8471] [Citation(s) in RCA: 33] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/18/2013] [Revised: 01/15/2014] [Accepted: 04/03/2014] [Indexed: 02/06/2023] Open
Abstract
Pancreatic cancer carries a terrible prognosis, as the fourth most common cause of cancer death in the Western world. There is clearly a need for new therapies to treat this disease. One of the reasons no effective treatment has been developed in the past decade may in part, be explained by the diverse influences exerted by the tumour microenvironment. The tumour stroma cross-talk in pancreatic cancer can influence chemotherapy delivery and response rate. Thus, appropriate preclinical in vitro models which can bridge simple 2D in vitro cell based assays and complex in vivo models are required to understand the biology of pancreatic cancer. Here we discuss the evolution of 3D organotypic models, which recapitulare the morphological and functional features of pancreatic ductal adenocarcinoma (PDAC). Organotypic cultures are a valid high throughput preclinical in vitro model that maybe a useful tool to help establish new therapies for PDAC. A huge advantage of the organotypic model system is that any component of the model can be easily modulated in a short time-frame. This allows new therapies that can target the cancer, the stromal compartment or both to be tested in a model that mirrors the in vivo situation. A major challenge for the future is to expand the cellular composition of the organotypic model to further develop a system that mimics the PDAC environment more precisely. We discuss how this challenge is being met to increase our understanding of this terrible disease and develop novel therapies that can improve the prognosis for patients.
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Smoking accelerates pancreatic cancer progression by promoting differentiation of MDSCs and inducing HB-EGF expression in macrophages. Oncogene 2014; 34:2052-60. [PMID: 24909166 DOI: 10.1038/onc.2014.154] [Citation(s) in RCA: 39] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2013] [Revised: 04/17/2014] [Accepted: 04/21/2014] [Indexed: 12/22/2022]
Abstract
Smoking is an established risk factor for pancreatic cancer (PC), but late diagnosis limits the evaluation of its mechanistic role in the progression of PC. We used a well-established genetically engineered mouse model (LSL-K-ras(G12D)) of PC to elucidate the role of smoking during initiation and development of pancreatic intraepithelial neoplasia (PanIN). The 10-week-old floxed mice (K-ras(G12D); Pdx-1cre) and their control unfloxed (LSL-K-ras(G12D)) littermates were exposed to cigarette smoke (total suspended particles: 150 mg/m(3)) for 20 weeks. Smoke exposure significantly accelerated the development of PanIN lesions in the floxed mice, which correlated with tenfold increase in the expression of cytokeratin19. The systemic accumulation of myeloid-derived suppressor cells (MDSCs) decreased significantly in floxed mice compared with unfloxed controls (P<0.01) after the smoke exposure with the concurrent increase in the macrophage (P<0.05) and dendritic cell (DCs) (P<0.01) population. Further, smoking-induced inflammation (IFN-γ, CXCL2; P<0.05) was accompanied by enhanced activation of pancreatic stellate cells and elevated levels of serum retinoic acid-binding protein 4, indicating increased bioavailability of retinoic acid which contributes to differentiation of MDSCs to tumor-associated macrophages (TAMs) and DCs. TAMs predominantly contribute to the increased expression of heparin-binding epidermal growth factor-like growth factor (EGFR ligand) in pre-neoplastic lesions in smoke-exposed floxed mice that facilitate acinar-to-ductal metaplasia (ADM). Further, smoke exposure also resulted in partial suppression of the immune system early during PC progression. Overall, the present study provides a novel mechanism of smoking-induced increase in ADM in the presence of constitutively active K-ras mutation.
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26
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Calvo E, Grzenda A, Lomberk G, Mathison A, Iovanna J, Urrutia R. Single and combinatorial chromatin coupling events underlies the function of transcript factor Krüppel-like factor 11 in the regulation of gene networks. BMC Mol Biol 2014; 15:10. [PMID: 24885560 PMCID: PMC4049485 DOI: 10.1186/1471-2199-15-10] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2013] [Accepted: 05/07/2014] [Indexed: 12/16/2022] Open
Abstract
BACKGROUND Krüppel-like factors (KLFs) are a group of master regulators of gene expression conserved from flies to human. However, scant information is available on either the mechanisms or functional impact of the coupling of KLF proteins to chromatin remodeling machines, a deterministic step in transcriptional regulation. RESULTS AND DISCUSSION In the current study, we use genome-wide analyses of chromatin immunoprecipitation (ChIP-on-Chip) and Affymetrix-based expression profiling to gain insight into how KLF11, a human transcription factor involved in tumor suppression and metabolic diseases, works by coupling to three co-factor groups: the Sin3-histone deacetylase system, WD40-domain containing proteins, and the HP1-histone methyltransferase system. Our results reveal that KLF11 regulates distinct gene networks involved in metabolism and growth by using single or combinatorial coupling events. CONCLUSION This study, the first of its type for any KLF protein, reveals that interactions with multiple chromatin systems are required for the full gene regulatory function of these proteins.
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Affiliation(s)
| | | | | | | | | | - Raul Urrutia
- Laboratory of Epigenetics and Chromatin Dynamics, Mayo Clinic, Rochester, MN 55905, USA.
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27
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Paulo JA, Urrutia R, Kadiyala V, Banks P, Conwell DL, Steen H. Cross-species analysis of nicotine-induced proteomic alterations in pancreatic cells. Proteomics 2013; 13:1499-1512. [PMID: 23456891 DOI: 10.1002/pmic.201200492] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2012] [Revised: 01/03/2013] [Accepted: 02/07/2013] [Indexed: 12/13/2022]
Abstract
Toxic compounds in tobacco, such as nicotine, may adversely affect pancreatic function. We aim to determine nicotine-induced protein alterations in pancreatic cells, thereby revealing links between nicotine exposure and pancreatic disease. We compared the proteomic alterations induced by nicotine treatment in cultured pancreatic cells (mouse, rat, and human stellate cells and human duct cells) using MS-based techniques, specifically SDS-PAGE (gel) coupled with LC-MS/MS and spectral counting. We identified thousands of proteins in pancreatic cells, hundreds of which were identified exclusively or in higher abundance in either nicotine-treated or untreated cells. Interspecies comparisons of stellate cell proteins revealed several differentially abundant proteins (in nicotine treated versus untreated cells) common among the three species. Proteins appearing in all nicotine-treated stellate cells include amyloid beta (A4), procollagen type VI alpha 1, integral membrane protein 2B, and toll-interacting protein. Proteins that were differentially expressed upon nicotine treatment across cell lines were enriched in certain pathways, including nicotinic acetylcholine receptor, cytokine, and integrin signaling. At this analytical depth, we conclude that similar pathways are affected by nicotine, but alterations at the protein level among stellate cells of different species vary. Further interrogation of such pathways will lead to insights into the potential effect of nicotine on pancreatic cells at the biomolecular level and the extension of this concept to the effect of nicotine on pancreatic disease.
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Affiliation(s)
- Joao A Paulo
- Department of Pathology, Children's Hospital Boston, Boston, MA Proteomics Center at Children's Hospital Boston, Boston, MA Center for Pancreatic Disease, Division of Gastroenterology, Hepatology and Endoscopy, Brigham and Women's Hospital and Department of Medicine, Harvard Medical School, Boston, MA
| | - Raul Urrutia
- Division of Gastroenterology and Hepatology, Gastroenterology Research Unit, Mayo Clinic and Foundation, Rochester, MN
| | - Vivek Kadiyala
- Center for Pancreatic Disease, Division of Gastroenterology, Hepatology and Endoscopy, Brigham and Women's Hospital and Department of Medicine, Harvard Medical School, Boston, MA
| | - Peter Banks
- Center for Pancreatic Disease, Division of Gastroenterology, Hepatology and Endoscopy, Brigham and Women's Hospital and Department of Medicine, Harvard Medical School, Boston, MA
| | - Darwin L Conwell
- Center for Pancreatic Disease, Division of Gastroenterology, Hepatology and Endoscopy, Brigham and Women's Hospital and Department of Medicine, Harvard Medical School, Boston, MA
| | - Hanno Steen
- Department of Pathology, Children's Hospital Boston and Harvard Medical School, Boston, MA Proteomics Center at Children's Hospital Boston, Boston, MA
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28
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Mathison A, Grzenda A, Lomberk G, Velez G, Buttar N, Tietz P, Hendrickson H, Liebl A, Xiong YY, Gores G, Fernandez-Zapico M, Larusso NF, Faubion W, Shah VH, Urrutia R. Role for Krüppel-like transcription factor 11 in mesenchymal cell function and fibrosis. PLoS One 2013; 8:e75311. [PMID: 24069400 PMCID: PMC3775729 DOI: 10.1371/journal.pone.0075311] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2013] [Accepted: 08/13/2013] [Indexed: 01/23/2023] Open
Abstract
Krüppel-like factor 11 (KLF11) and the highly homologous KLF10 proteins are transcription factors originating from duplication of the Drosophila melanogaster ancestor cabut. The function of these proteins in epithelial cells has been previously characterized. In the current study, we report a functional role for KLF11 in mesenchymal cells and in mesenchymal cell dysfunction, namely, fibrosis, and subsequently perform a detailed cellular, molecular, and in vivo characterization of this phenomenon. We find that, in cultured mesenchymal cells, enhanced expression of KLF11 results in activated extracellular matrix pathways, including collagen gene silencing and matrix metalloproteinases activation without changes in tissue inhibitors of metalloproteinases. Combined, reporter and chromatin immunoprecipitation assays demonstrate that KLF11 interacts directly with the collagen 1a2 (COL1A2) promoter in mesenchymal cells to repress its activity. Mechanistically, KLF11 regulates collagen gene expression through the heterochromatin protein 1 gene-silencing pathway as mutants defective for coupling to this epigenetic modifier lose the ability to repress COL1A2. Expression studies reveal decreased levels of KLF11 during liver fibrogenesis after chemically induced injury in vivo. Congruently, KLF11-/- mice, which should be deficient in the hypothesized anti-fibrogenic brake imposed by this transcription factor, display an enhanced response to liver injury with increased collagen fibril deposition. Thus, KLFs expands the repertoire of transcription factors involved in the regulation of extracellular matrix proteins in mesenchymal cells and define a novel pathway that modulates the fibrogenic response during liver injury.
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Affiliation(s)
- Angela Mathison
- Laboratory of Epigenetics and Chromatin Dynamics, Mayo Clinic, Rochester, Minnesota, United States of America ; Division of Gastroenterology and Hepatology, Mayo Clinic, Rochester, Minnesota, United States of America
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29
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Gong J, Wang Y, Jiang R, Zhang G, Tian F. The naïve effector cells of collagen type I during acute experimental pancreatitis are acinar cells and not pancreatic stellate cells. Biochem Biophys Res Commun 2013; 439:528-32. [PMID: 24036265 DOI: 10.1016/j.bbrc.2013.09.009] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2013] [Accepted: 09/02/2013] [Indexed: 02/07/2023]
Abstract
OBJECTIVE The purpose of this study was to investigate the expression of collagen type I and the mRNA level of its regulatory factor, TGF-β1, in tissue samples of acute pancreatitis and to determine the significance of collagen type I in predisposition to pancreatic fibrosis during acute pancreatitis. METHODS Sprague-Dawley rats were divided into an experimental group (30 rats) and a control group (12 rats). The rats in the experimental group were intraperitoneally injected with cerulein to induce acute pancreatitis. The distribution and expression of collagen type I in the pancreatic tissues were examined by immunohistochemical staining. The mRNA level of TGF-β1 was determined by real-time polymerase chain reaction (PCR). RESULTS (1) Collagen type I was localized in the cytoplasm of pancreatic acinar cells. With pancreatitis progressed, strong positive staining for collagen type I covered whole pancreatic lobules, whereas, the islet tissue, interlobular area, and pancreatic necrotic area were negative for collagen type I. (2) The level of TGF-β1 mRNA in rats from the experimental group increased gradually the establishment of acute pancreatitis, and was significantly higher than that in the control group at every time point. CONCLUSIONS (1) During acute pancreatitis, pancreatic acinar cells, not pancreatic stellate cells as traditionally believed, were the naïve effector cells of collagen type I. (2) TGF-β1 played a key role in regulating collagen I expression during acute pancreatitis.
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Affiliation(s)
- JiaQing Gong
- Department of General Surgery, The People's Liberation Army General Hospital of Chengdu Command, Chengdu 610083, Sicuan Province, China.
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30
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Lomberk G, Grzenda A, Mathison A, Escande C, Zhang JS, Calvo E, Miller LJ, Iovanna J, Chini EN, Fernandez-Zapico ME, Urrutia R. Krüppel-like factor 11 regulates the expression of metabolic genes via an evolutionarily conserved protein interaction domain functionally disrupted in maturity onset diabetes of the young. J Biol Chem 2013; 288:17745-58. [PMID: 23589285 PMCID: PMC3682574 DOI: 10.1074/jbc.m112.434670] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022] Open
Abstract
The function of Krüppel-like factor 11 (KLF11) in the regulation of metabolic pathways is conserved from flies to human. Alterations in KLF11 function result in maturity onset diabetes of the young 7 (MODY7) and neonatal diabetes; however, the mechanisms underlying the role of this protein in metabolic disorders remain unclear. Here, we investigated how the A347S genetic variant, present in MODY7 patients, modulates KLF11 transcriptional activity. A347S affects a previously identified transcriptional regulatory domain 3 (TRD3) for which co-regulators remain unknown. Structure-oriented sequence analyses described here predicted that the KLF11 TRD3 represents an evolutionarily conserved protein domain. Combined yeast two-hybrid and protein array experiments demonstrated that the TRD3 binds WD40, WWI, WWII, and SH3 domain-containing proteins. Using one of these proteins as a model, guanine nucleotide-binding protein β2 (Gβ2), we investigated the functional consequences of KLF11 coupling to a TRD3 binding partner. Combined immunoprecipitation and biomolecular fluorescence complementation assays confirmed that activation of three different metabolic G protein-coupled receptors (β-adrenergic, secretin, and cholecystokinin) induces translocation of Gβ2 to the nucleus where it directly binds KLF11 in a manner that is disrupted by the MODY7 A347S variant. Using genome-wide expression profiles, we identified metabolic gene networks impacted upon TRD3 disruption. Furthermore, A347S disrupted KLF11-mediated increases in basal insulin levels and promoter activity and blunted glucose-stimulated insulin secretion. Thus, this study characterizes a novel protein/protein interaction domain disrupted in a KLF gene variant that associates to MODY7, contributing to our understanding of gene regulation events in complex metabolic diseases.
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Affiliation(s)
- Gwen Lomberk
- Laboratory of Epigenetics and Chromatin Dynamics, Epigenomics Translational Program, Mayo Clinic Center for Individualized Medicine, Division of Gastroenterology and Hepatology, and Department of Biochemistry and Molecular Biology, Mayo Clinic, Rochester, Minnesota 55905, USA
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31
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Goicoechea SM, García-Mata R, Staub J, Valdivia A, Sharek L, McCulloch CG, Hwang RF, Urrutia R, Yeh JJ, Kim HJ, Otey CA. Palladin promotes invasion of pancreatic cancer cells by enhancing invadopodia formation in cancer-associated fibroblasts. Oncogene 2013; 33:1265-73. [PMID: 23524582 DOI: 10.1038/onc.2013.68] [Citation(s) in RCA: 96] [Impact Index Per Article: 8.7] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2012] [Revised: 12/17/2012] [Accepted: 01/25/2013] [Indexed: 12/29/2022]
Abstract
The stromal compartment surrounding epithelial-derived pancreatic tumors is thought to have a key role in the aggressive phenotype of this malignancy. Emerging evidence suggests that cancer-associated fibroblasts (CAFs), the most abundant cells in the stroma of pancreatic tumors, contribute to the tumor's invasion, metastasis and resistance to therapy, but the precise molecular mechanisms that regulate CAFs behavior are poorly understood. In this study, we utilized immortalized human pancreatic CAFs to investigate molecular pathways that control the matrix-remodeling and invasion-promoting activity of CAFs. We showed previously that palladin, an actin-associated protein, is expressed at high levels in CAFs of pancreatic tumors and other solid tumors, and also in an immortalized line of human CAFs. In this study, we found that short-term exposure of CAFs to phorbol esters reduced the number of stress fibers and triggered the appearance of individual invadopodia and invadopodial rosettes in CAFs. Molecular analysis of invadopodia revealed that their composition resembled that of similar structures (that is, invadopodia and podosomes) described in other cell types. Pharmacological inhibition and small interfering RNA knockdown experiments demonstrated that protein kinase C, the small GTPase Cdc42 and palladin were necessary for the efficient assembly of invadopodia by CAFs. In addition, GTPase activity assays showed that palladin contributes to the activation of Cdc42. In mouse xenograft experiments using a mixture of CAFs and tumor cells, palladin expression in CAFs promoted the rapid growth and metastasis of human pancreatic tumor cells. Overall, these results indicate that high levels of palladin expression in CAFs enhance their ability to remodel the extracellular matrix by regulating the activity of Cdc42, which in turn promotes the assembly of matrix-degrading invadopodia in CAFs and tumor cell invasion. Together, these results identify a novel molecular signaling pathway that may provide new molecular targets for the inhibition of pancreatic cancer metastasis.
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Affiliation(s)
- S M Goicoechea
- Department of Cell Biology and Physiology, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - R García-Mata
- Department of Cell Biology and Physiology, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - J Staub
- Department of Cell Biology and Physiology, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - A Valdivia
- Department of Cell Biology and Physiology, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - L Sharek
- Department of Cell Biology and Physiology, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - C G McCulloch
- CIHR Group in Matrix Dynamics, Faculty of Dentistry, University of Toronto, Toronto, Ontario, Canada
| | - R F Hwang
- Department of Surgical Oncology, University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - R Urrutia
- Department of Biochemistry and Molecular Biology, Epigenetics and Chromatin Dynamics Laboratory, Division of Gastroenterology and Hepatology, Translational Epigenomics Program, Center for Individualized Medicine (CIM), Mayo Clinic, Rochester, MN, USA
| | - J J Yeh
- 1] Department of Pharmacology, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA [2] Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA [3] Department of Surgery, UNC School of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - H J Kim
- 1] Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA [2] Department of Surgery, UNC School of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - C A Otey
- 1] Department of Cell Biology and Physiology, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA [2] Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
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32
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Paulo JA, Kadiyala V, Banks PA, Conwell DL, Steen H. Mass spectrometry-based quantitative proteomic profiling of human pancreatic and hepatic stellate cell lines. GENOMICS PROTEOMICS & BIOINFORMATICS 2013; 11:105-13. [PMID: 23528454 PMCID: PMC4123426 DOI: 10.1016/j.gpb.2013.01.009] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/31/2012] [Revised: 01/05/2013] [Accepted: 01/15/2013] [Indexed: 02/06/2023]
Abstract
The functions of the liver and the pancreas differ; however, chronic inflammation in both organs is associated with fibrosis. Evidence suggests that fibrosis in both organs is partially regulated by organ-specific stellate cells. We explore the proteome of human hepatic stellate cells (hHSC) and human pancreatic stellate cells (hPaSC) using mass spectrometry (MS)-based quantitative proteomics to investigate pathophysiologic mechanisms. Proteins were isolated from whole cell lysates of immortalized hHSC and hPaSC. These proteins were tryptically digested, labeled with tandem mass tags (TMT), fractionated by OFFGEL, and subjected to MS. Proteins significantly different in abundance (P < 0.05) were classified via gene ontology (GO) analysis. We identified 1223 proteins and among them, 1222 proteins were quantifiable. Statistical analysis determined that 177 proteins were of higher abundance in hHSC, while 157 were of higher abundance in hPaSC. GO classification revealed that proteins of relatively higher abundance in hHSC were associated with protein production, while those of relatively higher abundance in hPaSC were involved in cell structure. Future studies using the methodologies established herein, but with further upstream fractionation and/or use of enhanced MS instrumentation will allow greater proteome coverage, achieving a comprehensive proteomic analysis of hHSC and hPaSC.
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Affiliation(s)
- Joao A Paulo
- Department of Pathology, Boston Children's Hospital, Boston, MA 02115, USA.
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33
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Tang D, Wang D, Yuan Z, Xue X, Zhang Y, An Y, Chen J, Tu M, Lu Z, Wei J, Jiang K, Miao Y. Persistent activation of pancreatic stellate cells creates a microenvironment favorable for the malignant behavior of pancreatic ductal adenocarcinoma. Int J Cancer 2013; 132:993-1003. [PMID: 22777597 DOI: 10.1002/ijc.27715] [Citation(s) in RCA: 78] [Impact Index Per Article: 7.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/01/2012] [Revised: 06/20/2012] [Accepted: 06/28/2012] [Indexed: 02/06/2023]
Abstract
Pancreatic ductal adenocarcinoma (PDAC) is one of the most common malignant tumors with poor prognosis due to extremely high malignancy, low rate of eligibility for surgical resection and chemoradiation resistance. Increasing evidence indicate that the interaction between activated pancreatic stellate cells (PSCs) and PDAC cells plays an important role in the development of PDAC. By producing high levels of cytokines, chemotactic factors, growth factors and excessive extracellular matrix (ECM), PSCs create desmoplasia and a hypoxic microenvironment that promote the initiation, development, evasion of immune surveillance, invasion, metastasis and resistance to chemoradiation of PDAC. Therefore, targeting the interaction between PSCs and PDAC cells may represent a novel therapeutic approach to advanced PDAC, especially therapies that target PSCs of the pancreatic tumor microenvironment.
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Affiliation(s)
- Dong Tang
- Department of Gastrointestinal Surgery, Subei People's Hospital of Jiangsu Province (Clinical Medical College of Yangzhou University), Yangzhou, People's Republic of China
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34
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Feig C, Gopinathan A, Neesse A, Chan DS, Cook N, Tuveson DA. The pancreas cancer microenvironment. Clin Cancer Res 2013; 18:4266-76. [PMID: 22896693 DOI: 10.1158/1078-0432.ccr-11-3114] [Citation(s) in RCA: 951] [Impact Index Per Article: 86.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
Pancreatic ductal adenocarcinoma (PDA) is a common and lethal malignancy resulting in more than 250,000 deaths per year worldwide. Despite extensive efforts, cytotoxic and targeted therapies have provided only limited efficacy for patients with PDA to date. One contributing factor to the failure of systemic therapies may be the abundant tumor stromal content that is the characteristic of PDA. The PDA stroma, aptly termed the tumor microenvironment, occupies the majority of the tumor mass, and consists of a dynamic assortment of extracellular matrix components and nonneoplastic cells including fibroblastic, vascular, and immune cells. Recent work has revealed that the PDA stroma supports tumor growth and promotes metastasis and simultaneously serves as a physical barrier to drug delivery. Accordingly, methods that alter stromal composition or function, for instance interference with the vasculature via Notch/Hedgehog pathway inhibition or relief of vascular compression by hyaluronidase, are under active investigation. Here, we will review our current understanding of the PDA tumor microenvironment, and highlight opportunities for further exploration that may benefit patients.
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35
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McCleary-Wheeler AL, Lomberk GA, Weiss FU, Schneider G, Fabbri M, Poshusta TL, Dusetti NJ, Baumgart S, Iovanna JL, Ellenrieder V, Urrutia R, Fernandez-Zapico ME. Insights into the epigenetic mechanisms controlling pancreatic carcinogenesis. Cancer Lett 2012; 328:212-21. [PMID: 23073473 DOI: 10.1016/j.canlet.2012.10.005] [Citation(s) in RCA: 49] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2012] [Revised: 10/02/2012] [Accepted: 10/08/2012] [Indexed: 12/14/2022]
Abstract
During the last couple decades, we have significantly advanced our understanding of mechanisms underlying the development of pancreatic ductual adenocarcinoma (PDAC). In the late 1990s into the early 2000s, a model of PDAC development and progression was developed as a multi-step process associated with the accumulation of somatic mutations. The correlation and association of these particular genetic aberrations with the establishment and progression of PDAC has revolutionized our understanding of this process. However, this model leaves out other molecular events involved in PDAC pathogenesis that contribute to its development and maintenance, specifically those being epigenetic events. Thus, a new model considering the new scientific paradigms of epigenetics will provide a more comprehensive and useful framework for understanding the pathophysiological mechanisms underlying this disease. Epigenetics is defined as the type of inheritance not based on a particular DNA sequence but rather traits that are passed to the next generation via DNA and histone modifications as well as microRNA-dependent mechanisms. Key tumor suppressors that are well established to play a role in PDAC may be altered through hypermethylation, and oncogenes can be upregulated secondary to permissive histone modifications. Factors involved in tumor invasiveness can be aberrantly expressed through dysregulated microRNAs. A noteworthy characteristic of epigenetic-based inheritance is its reversibility, which is in contrast to the stable nature of DNA sequence-based alterations. Given this nature of epigenetic alterations, it becomes imperative that our understanding of epigenetic-based events promoting and maintaining PDAC continues to grow.
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Affiliation(s)
- Angela L McCleary-Wheeler
- Schulze Center for Novel Therapeutics, Division of Oncology Research, Department of Oncology, Rochester, MN, USA
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36
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Bhatia V, Kim SOK, Aronson JF, Chao C, Hellmich MR, Falzon M. Role of parathyroid hormone-related protein in the pro-inflammatory and pro-fibrogenic response associated with acute pancreatitis. ACTA ACUST UNITED AC 2012; 175:49-60. [PMID: 22280800 DOI: 10.1016/j.regpep.2012.01.006] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2011] [Revised: 12/19/2011] [Accepted: 01/10/2012] [Indexed: 12/14/2022]
Abstract
Pancreatitis is a common and potentially lethal necro-inflammatory disease with both acute and chronic manifestations. Current evidence suggests that the accumulated damage incurred during repeated bouts of acute pancreatitis (AP) can lead to chronic disease, which is associated with an increased risk of pancreatic cancer. While parathyroid hormone-related protein (PTHrP) exerts multiple effects in normal physiology and disease states, its function in pancreatitis has not been previously addressed. Here we show that PTHrP levels are transiently elevated in a mouse model of cerulein-induced AP. Treatment with alcohol, a risk factor for both AP and chronic pancreatitis (CP), also increases PTHrP levels. These effects of cerulein and ethanol are evident in isolated primary acinar and stellate cells, as well as in the immortalized acinar and stellate cell lines AR42J and irPSCc3, respectively. Ethanol sensitizes acinar and stellate cells to the PTHrP-modulating effects of cerulein. Treatment of acinar cells with PTHrP (1-36) increases expression of the inflammatory mediators interleukin-6 (IL-6) and intracellular adhesion protein (ICAM-1), suggesting a potential autocrine loop. PTHrP also increases apoptosis in AR42J cells. Stellate cells mediate the fibrogenic response associated with pancreatitis; PTHrP (1-36) increases procollagen I and fibronectin mRNA levels in both primary and immortalized stellate cells. The effects of cerulein and ethanol on levels of IL-6 and procollagen I are suppressed by the PTH1R antagonist, PTHrP (7-34). Together these studies identify PTHrP as a potential mediator of the inflammatory and fibrogenic responses associated with alcoholic pancreatitis.
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Affiliation(s)
- Vandanajay Bhatia
- Department of Pharmacology and Toxicology, University of Texas Medical Branch, Galveston, TX 77555, USA
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37
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Paulo JA, Lee LS, Banks PA, Steen H, Conwell DL. Difference gel electrophoresis identifies differentially expressed proteins in endoscopically collected pancreatic fluid. Electrophoresis 2011; 32:1939-51. [PMID: 21792986 DOI: 10.1002/elps.201100203] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/29/2023]
Abstract
Alterations in the pancreatic fluid proteome of individuals with chronic pancreatitis (CP) may offer insights into the development and progression of the disease. The endoscopic pancreatic function test (ePFT) can safely collect large volumes of pancreatic fluid that are potentially amenable to proteomic analyses using difference gel electrophoresis (DIGE) coupled with liquid chromatography-tandem mass spectrometry (LC-MS/MS). Pancreatic fluid was collected endoscopically using the ePFT method following secretin stimulation from three individuals with severe CP and three chronic abdominal pain (CAP) controls. The fluid was processed to minimize protein degradation and the protein profiles of each cohort, as determined by DIGE and LC-MS/MS, were compared. This DIGE-LC-MS/MS analysis reveals proteins that are differentially expressed in CP compared with CAP controls. Proteins with higher abundance in pancreatic fluid from CP individuals include: actin, desmoplankin, α-1-antitrypsin, SNC73, and serotransferrin. Those of relatively lower abundance include carboxypeptidase B, lipase, α-1-antichymotrypsin, α-2-macroglobulin, actin-related protein (Arp2/3) subunit 4, glyceraldehyde-3-phosphate dehydrogenase, and protein disulfide isomerase. Endoscopic collection (ePFT) in tandem with DIGE-LC-MS/MS is a suitable approach for pancreatic fluid proteome analysis; however, further optimization of our protocol, as outlined herein, may improve proteome coverage in future analyses.
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Affiliation(s)
- Joao A Paulo
- Department of Pathology, Children's Hospital Boston and Harvard Medical School, Boston, MA 02115, USA.
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Paulo JA, Urrutia R, Banks PA, Conwell DL, Steen H. Proteomic analysis of a rat pancreatic stellate cell line using liquid chromatography tandem mass spectrometry (LC-MS/MS). J Proteomics 2011; 75:708-17. [PMID: 21968429 DOI: 10.1016/j.jprot.2011.09.009] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/28/2011] [Revised: 08/22/2011] [Accepted: 09/16/2011] [Indexed: 01/05/2023]
Abstract
Pancreatic stellate cells (PaSC) are emerging as key mediators in chronic pancreatitis and pancreatic cancer pathogenesis. Proteins regulating the biomolecular pathways involved in the conversion of quiescent to activated PaSC may have a significant influence on the development of chronic pancreatitis. We aim to compare differentially expressed proteins in activated and serum-starved non-proliferating PaSC using a mass spectrometry-based proteomics strategy. We cultured an immortalized rat PaSC cell line in media supplemented with 10% fetal bovine serum and in serum-free media. Using gel-based mass spectrometry (GeLC-MS/MS), we identified nearly 1500 proteins. Qualitative and quantitative proteomic analysis revealed several hundred proteins as differentially abundant between the two cell states. Proteins of greater abundance in activated PaSC included isoforms of actin (e.g., smooth muscle actin) and ribosomal proteins. Conversely, proteins more abundant in non-proliferating PaSC than in activated PaSC included signaling proteins MAP kinase 3 and Ras-related proteins. In addition, we have determined the molecular functions and biological pathways for these proteins. We are confident that the application of mass spectrometry-based strategies, such as that described herein, to investigate specific proteins in PaSC may lead to a better understanding of the molecular mechanisms involved in pancreatic diseases, such as chronic pancreatitis.
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Affiliation(s)
- Joao A Paulo
- Department of Pathology, Children's Hospital Boston, Boston, MA 02115, USA
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Paulo JA, Urrutia R, Banks PA, Conwell DL, Steen H. Proteomic analysis of an immortalized mouse pancreatic stellate cell line identifies differentially-expressed proteins in activated vs nonproliferating cell states. J Proteome Res 2011; 10:4835-44. [PMID: 21838295 DOI: 10.1021/pr2006318] [Citation(s) in RCA: 31] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/05/2023]
Abstract
Pancreatic stellate cells (PaSC) are mediators in chronic pancreatitis and pancreatic cancer pathogenesis. Proteins regulating the biomolecular pathways involved in the conversion of activated to quiescent PaSC may have a significant influence in the development of chronic pancreatitis. We aim to compare differentially expressed proteins from an immortalized cell line of mouse PaSC in the activated and serum-starved cell states using mass spectrometry-based proteomics. PaSC cultured in media supplemented with fetal bovine serum (FBS) proliferate in the activated state, while serum starvation promotes the cellular transition to a "pseudo-quiescent" state. Using these two cell states, we performed a comparative mass spectrometry (GeLC-MS/MS) proteomic analysis. We identified over 2000 nonredundant proteins in PaSC. Qualitative and label-free quantitative analysis revealed several hundred proteins that were differentially abundant between the cell states. Proteins that were more abundant in activated PaSC included cytoskeletal proteins and ribosomal proteins, while those more abundant in pseudoquiescent PaSC included proteins involved in protein degradation-related pathways (lysosome, ubiquitin-mediated proteolysis, and the proteasome). Investigation of the role of PaSC in the pathogenesis of chronic pancreatitis using the mass spectrometry-based proteomics strategy described herein will lead to further insights into the molecular mechanisms associated with the disease.
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Affiliation(s)
- Joao A Paulo
- Center for Pancreatic Disease, Division of Gastroenterology, Hepatology and Endoscopy, Brigham and Women's Hospital and Department of Medicine, Harvard Medical School , Boston, Massachusettes, United States
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