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Kim B, Jung J. Metabolomic Approach to Identify Potential Biomarkers in KRAS-Mutant Pancreatic Cancer Cells. Biomedicines 2024; 12:865. [PMID: 38672219 PMCID: PMC11048406 DOI: 10.3390/biomedicines12040865] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2024] [Revised: 04/11/2024] [Accepted: 04/12/2024] [Indexed: 04/28/2024] Open
Abstract
Pancreatic cancer is characterized by its high mortality rate and limited treatment options, often driven by oncogenic RAS mutations. In this study, we investigated the metabolomic profiles of pancreatic cancer cells based on their KRAS genetic status. Utilizing both KRAS-wildtype BxPC3 and KRAS-mutant PANC1 cell lines, we identified 195 metabolites differentially altered by KRAS status through untargeted metabolomics. Principal component analysis and hierarchical condition trees revealed distinct separation between KRAS-wildtype and KRAS-mutant cells. Metabolite set enrichment analysis highlighted significant pathways such as homocysteine degradation and taurine and hypotaurine metabolism. Additionally, lipid enrichment analysis identified pathways including fatty acyl glycosides and sphingoid bases. Mapping of identified metabolites to KEGG pathways identified nine significant metabolic pathways associated with KRAS status, indicating diverse metabolic alterations in pancreatic cancer cells. Furthermore, we explored the impact of TRPML1 inhibition on the metabolomic profile of KRAS-mutant pancreatic cancer cells. TRPML1 inhibition using ML-SI1 significantly altered the metabolomic profile, leading to distinct separation between vehicle-treated and ML-SI1-treated PANC1 cells. Metabolite set enrichment analysis revealed enriched pathways such as arginine and proline metabolism, and mapping to KEGG pathways identified 17 significant metabolic pathways associated with TRPML1 inhibition. Interestingly, some metabolites identified in PANC1 compared to BxPC3 were oppositely regulated by TRPML1 inhibition, suggesting their potential as biomarkers for KRAS-mutant cancer cells. Overall, our findings shed light on the distinct metabolite changes induced by both KRAS status and TRPML1 inhibition in pancreatic cancer cells, providing insights into potential therapeutic targets and biomarkers for this deadly disease.
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Affiliation(s)
| | - Jewon Jung
- Department of SmartBio, College of Life and Health Science, Kyungsung University, Busan 48434, Republic of Korea;
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2
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Ramalhete L, Vigia E, Araújo R, Marques HP. Proteomics-Driven Biomarkers in Pancreatic Cancer. Proteomes 2023; 11:24. [PMID: 37606420 PMCID: PMC10443269 DOI: 10.3390/proteomes11030024] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2023] [Revised: 07/28/2023] [Accepted: 08/03/2023] [Indexed: 08/23/2023] Open
Abstract
Pancreatic cancer is a devastating disease that has a grim prognosis, highlighting the need for improved screening, diagnosis, and treatment strategies. Currently, the sole biomarker for pancreatic ductal adenocarcinoma (PDAC) authorized by the U.S. Food and Drug Administration is CA 19-9, which proves to be the most beneficial in tracking treatment response rather than in early detection. In recent years, proteomics has emerged as a powerful tool for advancing our understanding of pancreatic cancer biology and identifying potential biomarkers and therapeutic targets. This review aims to offer a comprehensive survey of proteomics' current status in pancreatic cancer research, specifically accentuating its applications and its potential to drastically enhance screening, diagnosis, and treatment response. With respect to screening and diagnostic precision, proteomics carries the capacity to augment the sensitivity and specificity of extant screening and diagnostic methodologies. Nonetheless, more research is imperative for validating potential biomarkers and establishing standard procedures for sample preparation and data analysis. Furthermore, proteomics presents opportunities for unveiling new biomarkers and therapeutic targets, as well as fostering the development of personalized treatment strategies based on protein expression patterns associated with treatment response. In conclusion, proteomics holds great promise for advancing our understanding of pancreatic cancer biology and improving patient outcomes. It is essential to maintain momentum in investment and innovation in this arena to unearth more groundbreaking discoveries and transmute them into practical diagnostic and therapeutic strategies in the clinical context.
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Affiliation(s)
- Luís Ramalhete
- Blood and Transplantation Center of Lisbon—Instituto Português do Sangue e da Transplantação, Alameda das Linhas de Torres, n° 117, 1769-001 Lisbon, Portugal
- Nova Medical School, Faculdade de Ciências Médicas, Universidade NOVA de Lisboa, 1169-056 Lisbon, Portugal
- iNOVA4Health—Advancing Precision Medicine, RG11: Reno-Vascular Diseases Group, NOVA Medical School, Faculdade de Ciências Médicas, Universidade NOVA de Lisboa, 1169-056 Lisbon, Portugal
| | - Emanuel Vigia
- Nova Medical School, Faculdade de Ciências Médicas, Universidade NOVA de Lisboa, 1169-056 Lisbon, Portugal
- Centro Hospitalar de Lisboa Central, Department of Hepatobiliopancreatic and Transplantation, 1050-099 Lisbon, Portugal
| | - Rúben Araújo
- Nova Medical School, Faculdade de Ciências Médicas, Universidade NOVA de Lisboa, 1169-056 Lisbon, Portugal
- CHRC—Comprehensive Health Research Centre, NOVA Medical School, 1150-199 Lisbon, Portugal
| | - Hugo Pinto Marques
- Nova Medical School, Faculdade de Ciências Médicas, Universidade NOVA de Lisboa, 1169-056 Lisbon, Portugal
- Centro Hospitalar de Lisboa Central, Department of Hepatobiliopancreatic and Transplantation, 1050-099 Lisbon, Portugal
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3
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Jandova J, Galons JP, Dettman DL, Wondrak GT. Systemic deuteration of SCID mice using the water-isotopologue deuterium oxide (D 2 O) inhibits tumor growth in an orthotopic bioluminescent model of human pancreatic ductal adenocarcinoma. Mol Carcinog 2023; 62:598-612. [PMID: 36727657 PMCID: PMC10106369 DOI: 10.1002/mc.23509] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2022] [Revised: 01/04/2023] [Accepted: 01/06/2023] [Indexed: 02/03/2023]
Abstract
Since its initial discovery as a natural isotopologue of dihydrogen oxide (1 H2 O), extensive research has focused on the biophysical, biochemical, and pharmacological effects of deuterated water (2 H2 O [D2 O, also referred to as "heavy water"]). Using a panel of cultured human pancreatic ductal adenocarcinoma (PDAC) cells we have profiled (i) D2 O-induced phenotypic antiproliferative and apoptogenic effects, (ii) redox- and proteotoxicity-directed stress response gene expression, and (iii) phosphoprotein-signaling related to endoplasmic reticulum (ER) and MAP-kinase stress response pathways. Differential array analysis revealed early modulation of stress response gene expression in both BxPC-3 and PANC-1 PDAC cells elicited by D2 O (90%; ≤6 h; upregulated: HMOX1, NOS2, CYP2E1, CRYAB, DDIT3, NFKBIA, PTGS1, SOD2, PTGS2; downregulated: RUNX1, MYC, HSPA8, HSPA1A) confirmed by independent RT-qPCR analysis. Immunoblot-analysis revealed rapid (≤6 h) onset of D2 O-induced MAP-kinase signaling (p-JNK, p-p38) together with ER stress response upregulation (p-eIF2α, ATF4, XBP1s, DDIT3/CHOP). Next, we tested the chemotherapeutic efficacy of D2 O-based drinking water supplementation in an orthotopic PDAC model employing firefly luciferase-expressing BxPC-3-FLuc cells in SCID mice. First, feasibility and time course of systemic deuteration (30% D2 O in drinking water; 21 days) were established using time-resolved whole-body proton magnetic resonance imaging and isotope-ratio mass spectrometry-based plasma (D/H)-analysis. D2 O-supplementation suppressed tumor growth by almost 80% with downregulated expression of PCNA, MYC, RUNX1, and HSP70 while increasing tumor levels of DDIT3/CHOP, HO-1, and p-eIF2α. Taken together, these data demonstrate for the first time that pharmacological induction of systemic deuteration significantly reduces orthotopic tumor burden in a murine PDAC xenograft model.
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Affiliation(s)
- Jana Jandova
- Department of Pharmacology and Toxicology, R. Ken Coit College of Pharmacy & UA Cancer Center, The University of Arizona, Tucson, AZ, USA
| | | | - David L. Dettman
- Department of Geosciences, The University of Arizona, Tucson, AZ, USA
| | - Georg T. Wondrak
- Department of Pharmacology and Toxicology, R. Ken Coit College of Pharmacy & UA Cancer Center, The University of Arizona, Tucson, AZ, USA
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4
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Bhoopathi P, Mannangatti P, Das SK, Fisher PB, Emdad L. Chemoresistance in pancreatic ductal adenocarcinoma: Overcoming resistance to therapy. Adv Cancer Res 2023; 159:285-341. [PMID: 37268399 DOI: 10.1016/bs.acr.2023.02.010] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/04/2023]
Abstract
Pancreatic ductal adenocarcinoma (PDAC), a prominent cause of cancer deaths worldwide, is a highly aggressive cancer most frequently detected at an advanced stage that limits treatment options to systemic chemotherapy, which has provided only marginal positive clinical outcomes. More than 90% of patients with PDAC die within a year of being diagnosed. PDAC is increasing at a rate of 0.5-1.0% per year, and it is expected to be the second leading cause of cancer-related mortality by 2030. The resistance of tumor cells to chemotherapeutic drugs, which can be innate or acquired, is the primary factor contributing to the ineffectiveness of cancer treatments. Although many PDAC patients initially responds to standard of care (SOC) drugs they soon develop resistance caused partly by the substantial cellular heterogeneity seen in PDAC tissue and the tumor microenvironment (TME), which are considered key factors contributing to resistance to therapy. A deeper understanding of molecular mechanisms involved in PDAC progression and metastasis development, and the interplay of the TME in all these processes is essential to better comprehend the etiology and pathobiology of chemoresistance observed in PDAC. Recent research has recognized new therapeutic targets ushering in the development of innovative combinatorial therapies as well as enhancing our comprehension of several different cell death pathways. These approaches facilitate the lowering of the therapeutic threshold; however, the possibility of subsequent resistance development still remains a key issue and concern. Discoveries, that can target PDAC resistance, either alone or in combination, have the potential to serve as the foundation for future treatments that are effective without posing undue health risks. In this chapter, we discuss potential causes of PDAC chemoresistance and approaches for combating chemoresistance by targeting different pathways and different cellular functions associated with and mediating resistance.
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Affiliation(s)
- Praveen Bhoopathi
- Department of Human and Molecular Genetics, Virginia Commonwealth University, School of Medicine, Richmond, VA, United States; VCU Institute of Molecular Medicine, Richmond, VA, United States
| | - Padmanabhan Mannangatti
- Department of Human and Molecular Genetics, Virginia Commonwealth University, School of Medicine, Richmond, VA, United States; VCU Institute of Molecular Medicine, Richmond, VA, United States
| | - Swadesh K Das
- Department of Human and Molecular Genetics, Virginia Commonwealth University, School of Medicine, Richmond, VA, United States; VCU Institute of Molecular Medicine, Richmond, VA, United States; VCU Massey Cancer Center, Virginia Commonwealth University, School of Medicine, Richmond, VA, United States
| | - Paul B Fisher
- Department of Human and Molecular Genetics, Virginia Commonwealth University, School of Medicine, Richmond, VA, United States; VCU Institute of Molecular Medicine, Richmond, VA, United States; VCU Massey Cancer Center, Virginia Commonwealth University, School of Medicine, Richmond, VA, United States.
| | - Luni Emdad
- Department of Human and Molecular Genetics, Virginia Commonwealth University, School of Medicine, Richmond, VA, United States; VCU Institute of Molecular Medicine, Richmond, VA, United States; VCU Massey Cancer Center, Virginia Commonwealth University, School of Medicine, Richmond, VA, United States.
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5
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Panebianco C, Pisati F, Villani A, Andolfo A, Ulaszewska M, Bellini E, Ferro C, Lombardi R, Orsenigo F, Latiano TP, Belmonte B, Tripodo C, Perri F, Pazienza V. Counteracting gemcitabine+nab-paclitaxel induced dysbiosis in KRAS wild type and KRAS G12D mutated pancreatic cancer in vivo model. Cell Death Discov 2023; 9:116. [PMID: 37019893 PMCID: PMC10076501 DOI: 10.1038/s41420-023-01397-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2022] [Revised: 02/28/2023] [Accepted: 03/03/2023] [Indexed: 04/07/2023] Open
Abstract
Pancreatic cancer (PC) has a very low survival rate mainly due to late diagnosis and refractoriness to therapies. The latter also cause adverse effects negatively affecting the patients' quality of life, often requiring dose reduction or discontinuation of scheduled treatments, compromising the chances of cure. We explored the effects of a specific probiotic blend on PC mice xenografted with KRAS wild-type or KRASG12D mutated cell lines alone or together with gemcitabine+nab-paclitaxel treatment to then assess tumor volume and clinical pathological variables. Beside a semi-quantitative histopathological evaluation of murine tumor and large intestine samples, histochemical and immunohistochemical analyses were carried out to evaluate collagen deposition, proliferation index Ki67, immunological microenvironment tumor-associated, DNA damage markers and also mucin production. Blood cellular and biochemical parameters and serum metabolomics were further analyzed. 16S sequencing was performed to analyze the composition of fecal microbiota. Gemcitabine+nab-paclitaxel treatment impaired gut microbial profile in KRAS wild-type and KRASG12D mice. Counteracting gemcitabine+nab-paclitaxel- induced dysbiosis through the administration of probiotics ameliorated chemotherapy side effects and decreased cancer-associated stromatogenesis. Milder intestinal damage and improved blood count were also observed upon probiotics treatment as well as a positive effect on fecal microbiota, yielding an increase in species richness and in short chain fatty acids producing- bacteria. Mice' serum metabolomic profiles revealed significant drops in many amino acids upon probiotics administration in KRAS wild-type mice while in animals transplanted with PANC-1 KRASG12D mutated all treated groups showed a sharp decline in serum levels of bile acids with respect to control mice. These results suggest that counteracting gemcitabine+nab-paclitaxel-induced dysbiosis ameliorates chemotherapy side effects by restoring a favorable microbiota composition. Relieving adverse effects of the chemotherapy through microbiota manipulation could be a desirable strategy in order to improve pancreatic cancer patients' quality of life and to increase the chance of cure.
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Affiliation(s)
- Concetta Panebianco
- Division of Gastroenterology, Fondazione IRCCS Casa Sollievo della Sofferenza, Viale dei Cappuccini, 1, 71013, San Giovanni Rotondo, FG, Italy
| | - Federica Pisati
- Histopathology Unit, Cogentech S.C.a.R.L, FIRC Institute of Molecular Oncology (IFOM), Via Adamello, 16, 20139, Milan, MI, Italy
| | - Annacandida Villani
- Division of Gastroenterology, Fondazione IRCCS Casa Sollievo della Sofferenza, Viale dei Cappuccini, 1, 71013, San Giovanni Rotondo, FG, Italy
| | - Annapaola Andolfo
- Proteomics and Metabolomics Facility (ProMeFa), IRCCS San Raffaele Scientific Institute, Via Olgettina, 60, 20132, Milan, Italy
| | - Marynka Ulaszewska
- Proteomics and Metabolomics Facility (ProMeFa), IRCCS San Raffaele Scientific Institute, Via Olgettina, 60, 20132, Milan, Italy
| | - Edoardo Bellini
- Proteomics and Metabolomics Facility (ProMeFa), IRCCS San Raffaele Scientific Institute, Via Olgettina, 60, 20132, Milan, Italy
| | - Carmelapia Ferro
- Division of Gastroenterology, Fondazione IRCCS Casa Sollievo della Sofferenza, Viale dei Cappuccini, 1, 71013, San Giovanni Rotondo, FG, Italy
| | - Renato Lombardi
- Unit of Pharmacy, Department of Pharmaceuticals, IRCCS Casa Sollievo della Sofferenza, San Giovanni Rotondo, Italy
| | | | - Tiziana Pia Latiano
- Oncology Unit Fondazione IRCCS Casa Sollievo della Sofferenza, Viale dei Cappuccini, 1, 71013, San Giovanni Rotondo, FG, Italy
| | - Beatrice Belmonte
- Tumor Immunology Unit, Department of Health Promotion, Mother and Child Care, Internal Medicine and Medical Specialties "G. D'Alessandro", University of Palermo, Via del Vespro 129, 90127, Palermo, Italy
| | - Claudio Tripodo
- Histopathology Unit, Cogentech S.C.a.R.L, FIRC Institute of Molecular Oncology (IFOM), Via Adamello, 16, 20139, Milan, MI, Italy
- Tumor Immunology Unit, Department of Health Promotion, Mother and Child Care, Internal Medicine and Medical Specialties "G. D'Alessandro", University of Palermo, Via del Vespro 129, 90127, Palermo, Italy
| | - Francesco Perri
- Division of Gastroenterology, Fondazione IRCCS Casa Sollievo della Sofferenza, Viale dei Cappuccini, 1, 71013, San Giovanni Rotondo, FG, Italy
| | - Valerio Pazienza
- Division of Gastroenterology, Fondazione IRCCS Casa Sollievo della Sofferenza, Viale dei Cappuccini, 1, 71013, San Giovanni Rotondo, FG, Italy.
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6
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Fu S, Xu S, Zhang S. The role of amino acid metabolism alterations in pancreatic cancer: From mechanism to application. Biochim Biophys Acta Rev Cancer 2023; 1878:188893. [PMID: 37015314 DOI: 10.1016/j.bbcan.2023.188893] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2023] [Revised: 03/13/2023] [Accepted: 03/30/2023] [Indexed: 04/05/2023]
Abstract
The incidence of pancreatic cancer is increasing in both developed and developing Nations. In recent years, various research evidence suggested that reprogrammed metabolism may play a key role in pancreatic cancer tumorigenesis and development. Therefore, it has great potential as a diagnostic, prognostic and therapeutic target. Amino acid metabolism is deregulated in pancreatic cancer, and changes in amino acid metabolism can affect cancer cell status, systemic metabolism in malignant tumor patients and mistakenly involved in different biological processes including stemness, proliferation and growth, invasion and migration, redox state maintenance, autophagy, apoptosis and even tumor microenvironment interaction. Generally, the above effects are achieved through two pathways, energy metabolism and signal transduction. This review aims to highlight the current research progress on the abnormal alterations of amino acids metabolism in pancreatic cancer, how they affect tumorigenesis and development of pancreatic cancer and the application prospects of them as diagnostic, prognostic and therapeutic targets.
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Affiliation(s)
- Shenao Fu
- Department of Cell Biology, School of Life Sciences, Central South University, Changsha, Hunan 410013, PR China; Clinical Medicine Eight-Year Program, Xiangya School of Medicine, Central South University, Changsha, Hunan 410013, PR China
| | - Shaokang Xu
- Department of Cell Biology, School of Life Sciences, Central South University, Changsha, Hunan 410013, PR China; Clinical Medicine Eight-Year Program, Xiangya School of Medicine, Central South University, Changsha, Hunan 410013, PR China
| | - Shubing Zhang
- Department of Cell Biology, School of Life Sciences, Central South University, Changsha, Hunan 410013, PR China.
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7
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Allen-Coyle TJ, Niu J, Welsch E, Conlon NT, Garner W, Clynes M, O'Sullivan F, Straubinger RM, Mager DE, Roche S. FOLFIRINOX Pharmacodynamic Interactions in 2D and 3D Pancreatic Cancer Cell Cultures. AAPS J 2022; 24:108. [PMID: 36229752 DOI: 10.1208/s12248-022-00752-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2022] [Accepted: 09/02/2022] [Indexed: 11/24/2022] Open
Abstract
The multi-drug combination regime, FOLFIRINOX, is a standard of care chemotherapeutic therapy for pancreatic cancer patients. However, systematic evaluation of potential pharmacodynamic interactions among multi-drug therapy has not been reported previously. Here, pharmacodynamic interactions of the FOLFIRINOX agents (5-fluorouracil (5-FU), oxaliplatin (Oxa) and SN-38, the active metabolite of irinotecan) were assessed across a panel of primary and established pancreatic cancer cells. Inhibition of cell proliferation was quantified for each drug, alone and in combination, to obtain quantitative, drug-specific interaction parameters and assess the nature of drug interactions. The experimental data were analysed assuming Bliss independent interactions, and nonlinear regression model fitting was conducted in SAS. Estimates of the drug interaction term, psi (ψ), revealed that the Oxa/SN-38 combination appeared synergistic in PANC-1 (ψ = 0.6, 95% CI = 0.4, 0.9) and modestly synergistic, close to additive, in MIAPaCa-2 (ψ = 0.8, 95% CI = 0.6, 1.0) in 2D assays. The triple combination was strongly synergistic in MIAPaCa-2 (ψ = 0.2, 95% CI = 0.1, 0.3) and modestly synergistic/borderline additive in PANC-1 2D (ψ = 0.8, 95% CI = 0.6, 1.0). The triple combination showed antagonistic interactions in the primary PIN-127 and 3D PANC-1 model (ψ > 1). Quantitative pharmacodynamic interactions have not been described for the FOLFIRINOX regimen; this analysis suggests a complex interplay among the three chemotherapeutic agents. Extension of this pharmacodynamic analysis approach to clinical/translational studies of the FOLFIRINOX combination could reveal additional pharmacodynamic interactions and guide further refinement of this regimen to achieve optimal clinical responses.
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Affiliation(s)
- Taylor J Allen-Coyle
- SSPC, The SFI Research Centre for Pharmaceuticals, Limerick, Ireland. .,National Institute for Cellular Biotechnology, Dublin City University, Dublin, Ireland.
| | - Jin Niu
- Department of Pharmaceutical Sciences, University at Buffalo, State University of New York, New York, Albany, USA
| | - Eva Welsch
- SSPC, The SFI Research Centre for Pharmaceuticals, Limerick, Ireland
| | - Neil T Conlon
- SSPC, The SFI Research Centre for Pharmaceuticals, Limerick, Ireland
| | - Weylon Garner
- Department of Pharmaceutical Sciences, University at Buffalo, State University of New York, New York, Albany, USA
| | - Martin Clynes
- SSPC, The SFI Research Centre for Pharmaceuticals, Limerick, Ireland.,National Institute for Cellular Biotechnology, Dublin City University, Dublin, Ireland.,Pancreatic Cancer Research Fund UK (PCRF), London, UK
| | - Finbarr O'Sullivan
- SSPC, The SFI Research Centre for Pharmaceuticals, Limerick, Ireland.,National Institute for Cellular Biotechnology, Dublin City University, Dublin, Ireland
| | - Robert M Straubinger
- Department of Pharmaceutical Sciences, University at Buffalo, State University of New York, New York, Albany, USA.,Departments of Pharmacology & Therapeutics, and Cell Stress Biology, Roswell Park Comprehensive Cancer Center, Buffalo, New York, USA
| | - Donald E Mager
- Department of Pharmaceutical Sciences, University at Buffalo, State University of New York, New York, Albany, USA.,Enhanced Pharmacodynamics, LLC, Buffalo, New York, USA
| | - Sandra Roche
- SSPC, The SFI Research Centre for Pharmaceuticals, Limerick, Ireland
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8
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Lin Q, Shen S, Qian Z, Rasam SS, Serratore A, Jusko WJ, Kandel ES, Qu J, Straubinger RM. Comparative Proteomic Analysis Identifies Key Metabolic Regulators of Gemcitabine Resistance in Pancreatic Cancer. Mol Cell Proteomics 2022; 21:100409. [PMID: 36084875 PMCID: PMC9582795 DOI: 10.1016/j.mcpro.2022.100409] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2021] [Revised: 08/21/2022] [Accepted: 09/04/2022] [Indexed: 01/18/2023] Open
Abstract
Pancreatic adenocarcinoma (PDAC) is highly refractory to treatment. Standard-of-care gemcitabine (Gem) provides only modest survival benefits, and development of Gem resistance (GemR) compromises its efficacy. Highly GemR clones of Gem-sensitive MIAPaCa-2 cells were developed to investigate the molecular mechanisms of GemR and implemented global quantitative differential proteomics analysis with a comprehensive, reproducible ion-current-based MS1 workflow to quantify ∼6000 proteins in all samples. In GemR clone MIA-GR8, cellular metabolism, proliferation, migration, and 'drug response' mechanisms were the predominant biological processes altered, consistent with cell phenotypic alterations in cell cycle and motility. S100 calcium binding protein A4 was the most downregulated protein, as were proteins associated with glycolytic and oxidative energy production. Both responses would reduce tumor proliferation. Upregulation of mesenchymal markers was prominent, and cellular invasiveness increased. Key enzymes in Gem metabolism pathways were altered such that intracellular utilization of Gem would decrease. Ribonucleoside-diphosphate reductase large subunit was the most elevated Gem metabolizing protein, supporting its critical role in GemR. Lower Ribonucleoside-diphosphate reductase large subunit expression is associated with better clinical outcomes in PDAC, and its downregulation paralleled reduced MIAPaCa-2 proliferation and migration and increased Gem sensitivity. Temporal protein-level Gem responses of MIAPaCa-2 versus GemR cell lines (intrinsically GemR PANC-1 and acquired GemR MIA-GR8) implicate adaptive changes in cellular response systems for cell proliferation and drug transport and metabolism, which reduce cytotoxic Gem metabolites, in DNA repair, and additional responses, as key contributors to the complexity of GemR in PDAC. These findings additionally suggest targetable therapeutic vulnerabilities for GemR PDAC patients.
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Affiliation(s)
- Qingxiang Lin
- Department of Cell Stress Biology, Roswell Park Comprehensive Cancer Center, Buffalo, New York, USA; Department of Pharmaceutical Sciences, University at Buffalo, State University of New York, Buffalo, New York, USA; Center of Excellence in Bioinformatics & Life Science, University at Buffalo, State University of New York, Buffalo, New York, USA
| | - Shichen Shen
- Department of Pharmaceutical Sciences, University at Buffalo, State University of New York, Buffalo, New York, USA; Center of Excellence in Bioinformatics & Life Science, University at Buffalo, State University of New York, Buffalo, New York, USA
| | - Zhicheng Qian
- Department of Pharmaceutical Sciences, University at Buffalo, State University of New York, Buffalo, New York, USA
| | - Sailee S Rasam
- Center of Excellence in Bioinformatics & Life Science, University at Buffalo, State University of New York, Buffalo, New York, USA; Department of Biochemistry, University at Buffalo, State University of New York, Buffalo, New York, USA
| | - Andrea Serratore
- Department of Pharmaceutical Sciences, University at Buffalo, State University of New York, Buffalo, New York, USA
| | - William J Jusko
- Department of Pharmaceutical Sciences, University at Buffalo, State University of New York, Buffalo, New York, USA
| | - Eugene S Kandel
- Department of Cell Stress Biology, Roswell Park Comprehensive Cancer Center, Buffalo, New York, USA
| | - Jun Qu
- Department of Cell Stress Biology, Roswell Park Comprehensive Cancer Center, Buffalo, New York, USA; Department of Pharmaceutical Sciences, University at Buffalo, State University of New York, Buffalo, New York, USA; Center of Excellence in Bioinformatics & Life Science, University at Buffalo, State University of New York, Buffalo, New York, USA; Department of Biochemistry, University at Buffalo, State University of New York, Buffalo, New York, USA.
| | - Robert M Straubinger
- Department of Cell Stress Biology, Roswell Park Comprehensive Cancer Center, Buffalo, New York, USA; Department of Pharmaceutical Sciences, University at Buffalo, State University of New York, Buffalo, New York, USA; Center of Excellence in Bioinformatics & Life Science, University at Buffalo, State University of New York, Buffalo, New York, USA; Department of Pharmacology & Therapeutics, Roswell Park Comprehensive Cancer Center, Buffalo, New York, USA.
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9
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Yang PW, Jiao JY, Chen Z, Zhu XY, Cheng CS. Keep a watchful eye on methionine adenosyltransferases, novel therapeutic opportunities for hepatobiliary and pancreatic tumours. Biochim Biophys Acta Rev Cancer 2022; 1877:188793. [PMID: 36089205 DOI: 10.1016/j.bbcan.2022.188793] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2022] [Revised: 07/31/2022] [Accepted: 08/30/2022] [Indexed: 11/18/2022]
Abstract
Methionine adenosyltransferases (MATs) synthesize S-adenosylmethionine (SAM) from methionine, which provides methyl groups for DNA, RNA, protein, and lipid methylation. MATs play a critical role in cellular processes, including growth, proliferation, and differentiation, and have been implicated in tumour development and progression. The expression of MATs is altered in hepatobiliary and pancreatic (HBP) cancers, which serves as a rare biomarker for early diagnosis and prognosis prediction of HBP cancers. Independent of SAM depletion in cells, MATs are often dysregulated at the transcriptional, post-transcriptional, and post-translational levels. Dysregulation of MATs is involved in carcinogenesis, chemotherapy resistance, T cell exhaustion, activation of tumour-associated macrophages, cancer stemness, and activation of tumourigenic pathways. Targeting MATs both directly and indirectly is a potential therapeutic strategy. This review summarizes the dysregulations of MATs, their proposed mechanism, diagnostic and prognostic roles, and potential therapeutic effects in context of HBP cancers.
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Affiliation(s)
- Pei-Wen Yang
- Department of Integrative Oncology, Shanghai Cancer Center, Fudan University, Shanghai 200032, China; Department of Oncology, Shanghai Medical College, Fudan University, Shanghai 200032, China
| | - Ju-Ying Jiao
- Department of Integrative Oncology, Shanghai Cancer Center, Fudan University, Shanghai 200032, China; Department of Oncology, Shanghai Medical College, Fudan University, Shanghai 200032, China
| | - Zhen Chen
- Department of Integrative Oncology, Shanghai Cancer Center, Fudan University, Shanghai 200032, China; Department of Oncology, Shanghai Medical College, Fudan University, Shanghai 200032, China
| | - Xiao-Yan Zhu
- Department of Integrative Oncology, Shanghai Cancer Center, Fudan University, Shanghai 200032, China; Department of Oncology, Shanghai Medical College, Fudan University, Shanghai 200032, China.
| | - Chien-Shan Cheng
- Department of Integrative Oncology, Shanghai Cancer Center, Fudan University, Shanghai 200032, China; Department of Oncology, Shanghai Medical College, Fudan University, Shanghai 200032, China.
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Transcriptomics and Metabolomics Analysis of the Ovaries of High and Low Egg Production Chickens. Animals (Basel) 2022; 12:ani12162010. [PMID: 36009602 PMCID: PMC9404446 DOI: 10.3390/ani12162010] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2022] [Revised: 08/04/2022] [Accepted: 08/05/2022] [Indexed: 11/17/2022] Open
Abstract
Simple Summary The ovarian tissues of different breeds of hens during egg production were investigated through transcriptomics and metabolomics to provide a more comprehensive understanding of the molecular mechanisms of the ovary during egg production. Four genes involved in egg production were predicted by the transcriptome, including P2RX1, INHBB, VIPR2, and FABP3, and several close metabolites associated with reproduction were identified in the metabolome, including 17α-hydroxyprogesterone, iloprost, spermidine and adenosine. Correlation analysis of specific differential genes and differential metabolites identified important gene-metabolite pairs VIPR2–Spermidine and P2RX1–Spermidine in the reproductive process. Abstract Egg production is a pivotal indicator for evaluating the fertility of poultry, and the ovary is an essential organ for egg production and plays an indispensable role in poultry production and reproduction. In order to investigate different aspects of egg production mechanisms in different poultry, in this study we performed a metabolomic analysis of the transcriptomic combination of the ovaries of two chicken breeds, the high-production Ninghai indigenous chickens and the low-production Wuliangshan black-boned chickens, to analyze the biosynthesis and potential key genes and metabolic pathways in the ovaries during egg production. We predicted four genes in the transcriptomic that are associated with egg production, namely P2RX1, INHBB, VIPR2, and FABP3, and identified three important pathways during egg production, “Calcium signaling pathway”, “Neuroactive ligand–receptor interaction” and “Cytokine–cytokine receptor interaction”, respectively. In the metabolomic 149 significantly differential metabolites were identified, 99 in the negative model and 50 in the positive model, of which 17α-hydroxyprogesterone, iloprost, spermidine, and adenosine are important metabolites involved in reproduction. By integrating transcriptomics and metabolomics, the correlation between specific differential genes and differential metabolites identified important gene-metabolite pairs “VIPR2-Spermidine” and “P2RX1-Spermidine” in egg production. In conclusion, these data provide a better understanding of the molecular differences between the ovaries of low- and high-production hens and provide a theoretical basis for further studies on the mechanics of poultry egg production.
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Cannone S, Greco MR, Carvalho TMA, Guizouarn H, Soriani O, Di Molfetta D, Tomasini R, Zeeberg K, Reshkin SJ, Cardone RA. Cancer Associated Fibroblast (CAF) Regulation of PDAC Parenchymal (CPC) and CSC Phenotypes Is Modulated by ECM Composition. Cancers (Basel) 2022; 14:3737. [PMID: 35954400 PMCID: PMC9367491 DOI: 10.3390/cancers14153737] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2022] [Revised: 07/25/2022] [Accepted: 07/27/2022] [Indexed: 11/17/2022] Open
Abstract
BACKGROUND Pancreatic ductal adenocarcinoma (PDAC) is one of the deadliest of all cancers, having one of the lowest five-year survival rates. One of its hallmarks is a dense desmoplastic stroma consisting in the abnormal accumulation of extracellular matrix (ECM) components, especially Collagen I. This highly fibrotic stroma embeds the bulk cancer (parenchymal) cells (CPCs), cancer stem cells (CSCs) and the main producers of the stromal reaction, the Cancer Associated Fibroblasts (CAFs). Little is known about the role of the acellular ECM in the interplay of the CAFs with the different tumor cell types in determining their phenotypic plasticity and eventual cell fate. METHODS Here, we analyzed the role of ECM collagen I in modulating the effect of CAF-derived signals by incubating PDAC CPCs and CSCs grown on ECM mimicking early (low collagen I levels) and late (high collagen I levels) stage PDAC stroma with conditioned medium from primary cultured CAFs derived from patients with PDAC in a previously described three-dimensional (3D) organotypic model of PDAC. RESULTS We found that CAFs (1) reduced CPC growth while favoring CSC growth independently of the ECM; (2) increased the invasive capacity of only CPCs on the ECM mimicking the early tumor; and (3) favored vasculogenic mimicry (VM) especially of the CSCs on the ECM mimicking an early tumor. CONCLUSIONS We conclude that the CAFs and acellular stromal components interact to modulate the tumor behaviors of the PDAC CPC and CSC cell types and drive metastatic progression by stimulating the phenotypic characteristics of each tumor cell type that contribute to metastasis.
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Affiliation(s)
- Stefania Cannone
- Department of Biosciences, Biotechnology and Biopharmaceutics, University of Bari, 70126 Bari, Italy; (S.C.); (M.R.G.); (T.M.A.C.); (D.D.M.); (K.Z.)
| | - Maria Raffaella Greco
- Department of Biosciences, Biotechnology and Biopharmaceutics, University of Bari, 70126 Bari, Italy; (S.C.); (M.R.G.); (T.M.A.C.); (D.D.M.); (K.Z.)
| | - Tiago M. A. Carvalho
- Department of Biosciences, Biotechnology and Biopharmaceutics, University of Bari, 70126 Bari, Italy; (S.C.); (M.R.G.); (T.M.A.C.); (D.D.M.); (K.Z.)
| | - Helene Guizouarn
- Institute of Biology de Valrose, CNRS UMR 7277, University of Nice, 06108 Nice, France; (H.G.); (O.S.)
| | - Olivier Soriani
- Institute of Biology de Valrose, CNRS UMR 7277, University of Nice, 06108 Nice, France; (H.G.); (O.S.)
| | - Daria Di Molfetta
- Department of Biosciences, Biotechnology and Biopharmaceutics, University of Bari, 70126 Bari, Italy; (S.C.); (M.R.G.); (T.M.A.C.); (D.D.M.); (K.Z.)
| | - Richard Tomasini
- INSERM, U1068, Centre de Recherche en Cancérologie de Marseille, Institut Paoli-Calmettes, CNRS, UMR7258, 13009 Marseille, France;
| | - Katrine Zeeberg
- Department of Biosciences, Biotechnology and Biopharmaceutics, University of Bari, 70126 Bari, Italy; (S.C.); (M.R.G.); (T.M.A.C.); (D.D.M.); (K.Z.)
| | - Stephan Joel Reshkin
- Department of Biosciences, Biotechnology and Biopharmaceutics, University of Bari, 70126 Bari, Italy; (S.C.); (M.R.G.); (T.M.A.C.); (D.D.M.); (K.Z.)
| | - Rosa Angela Cardone
- Department of Biosciences, Biotechnology and Biopharmaceutics, University of Bari, 70126 Bari, Italy; (S.C.); (M.R.G.); (T.M.A.C.); (D.D.M.); (K.Z.)
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Carneiro A, Piairo P, Teixeira A, Ferreira D, Cotton S, Rodrigues C, Chícharo A, Abalde-Cela S, Santos LL, Lima L, Diéguez L. Discriminating Epithelial to Mesenchymal Transition Phenotypes in Circulating Tumor Cells Isolated from Advanced Gastrointestinal Cancer Patients. Cells 2022; 11:cells11030376. [PMID: 35159186 PMCID: PMC8834092 DOI: 10.3390/cells11030376] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/30/2021] [Revised: 01/17/2022] [Accepted: 01/19/2022] [Indexed: 01/27/2023] Open
Abstract
Gastrointestinal (GI) cancers constitute a group of highest morbidity worldwide, with colorectal cancer (CRC) and gastric cancer being among the most frequently diagnosed. The majority of gastrointestinal cancer patients already present metastasis by the time of diagnosis, which is widely associated with cancer-related death. Accumulating evidence suggests that epithelial-to-mesenchymal transition (EMT) in cancer promotes circulating tumor cell (CTCs) formation, which ultimately drives metastasis development. These cells have emerged as a fundamental tool for cancer diagnosis and monitoring, as they reflect tumor heterogeneity and the clonal evolution of cancer in real-time. In particular, EMT phenotypes are commonly associated with therapy resistance. Thus, capturing these CTCs is expected to reveal important clinical information. However, currently available CTC isolation approaches are suboptimal and are often targeted to capture epithelial CTCs, leading to the loss of EMT or mesenchymal CTCs. Here, we describe size-based CTCs isolation using the RUBYchip™, a label-free microfluidic device, aiming to detect EMT biomarkers in CTCs from whole blood samples of GI cancer patients. We found that, for most cases, the mesenchymal phenotype was predominant, and in fact a considerable fraction of isolated CTCs did not express epithelial markers. The RUBYchip™ can overcome the limitations of label-dependent technologies and improve the identification of CTC subpopulations that may be related to different clinical outcomes.
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Affiliation(s)
- Adriana Carneiro
- International Iberian Nanotechnology Laboratory, Avenida Mestre José Veiga s/n, 4715-330 Braga, Portugal; (A.C.); (A.T.); (C.R.); (A.C.); (S.A.-C.)
- IPO Experimental Pathology and Therapeutics Group, Research Center of IPO Porto (CI-IPOP)/RISE@CI-IPOP (Health Research Network), Portuguese Oncology Institute of Porto (IPO Porto), Porto Comprehensive Cancer Center (Porto.CCC), 4200-072 Porto, Portugal; (D.F.); (S.C.); (L.L.S.); (L.L.)
| | - Paulina Piairo
- International Iberian Nanotechnology Laboratory, Avenida Mestre José Veiga s/n, 4715-330 Braga, Portugal; (A.C.); (A.T.); (C.R.); (A.C.); (S.A.-C.)
- Correspondence: (P.P.); (L.D.)
| | - Alexandra Teixeira
- International Iberian Nanotechnology Laboratory, Avenida Mestre José Veiga s/n, 4715-330 Braga, Portugal; (A.C.); (A.T.); (C.R.); (A.C.); (S.A.-C.)
| | - Dylan Ferreira
- IPO Experimental Pathology and Therapeutics Group, Research Center of IPO Porto (CI-IPOP)/RISE@CI-IPOP (Health Research Network), Portuguese Oncology Institute of Porto (IPO Porto), Porto Comprehensive Cancer Center (Porto.CCC), 4200-072 Porto, Portugal; (D.F.); (S.C.); (L.L.S.); (L.L.)
| | - Sofia Cotton
- IPO Experimental Pathology and Therapeutics Group, Research Center of IPO Porto (CI-IPOP)/RISE@CI-IPOP (Health Research Network), Portuguese Oncology Institute of Porto (IPO Porto), Porto Comprehensive Cancer Center (Porto.CCC), 4200-072 Porto, Portugal; (D.F.); (S.C.); (L.L.S.); (L.L.)
| | - Carolina Rodrigues
- International Iberian Nanotechnology Laboratory, Avenida Mestre José Veiga s/n, 4715-330 Braga, Portugal; (A.C.); (A.T.); (C.R.); (A.C.); (S.A.-C.)
| | - Alexandre Chícharo
- International Iberian Nanotechnology Laboratory, Avenida Mestre José Veiga s/n, 4715-330 Braga, Portugal; (A.C.); (A.T.); (C.R.); (A.C.); (S.A.-C.)
| | - Sara Abalde-Cela
- International Iberian Nanotechnology Laboratory, Avenida Mestre José Veiga s/n, 4715-330 Braga, Portugal; (A.C.); (A.T.); (C.R.); (A.C.); (S.A.-C.)
| | - Lúcio Lara Santos
- IPO Experimental Pathology and Therapeutics Group, Research Center of IPO Porto (CI-IPOP)/RISE@CI-IPOP (Health Research Network), Portuguese Oncology Institute of Porto (IPO Porto), Porto Comprehensive Cancer Center (Porto.CCC), 4200-072 Porto, Portugal; (D.F.); (S.C.); (L.L.S.); (L.L.)
- Department of Surgical Oncology, Portuguese Institute of Oncology (IPO Porto), 4200-072 Porto, Portugal
| | - Luís Lima
- IPO Experimental Pathology and Therapeutics Group, Research Center of IPO Porto (CI-IPOP)/RISE@CI-IPOP (Health Research Network), Portuguese Oncology Institute of Porto (IPO Porto), Porto Comprehensive Cancer Center (Porto.CCC), 4200-072 Porto, Portugal; (D.F.); (S.C.); (L.L.S.); (L.L.)
| | - Lorena Diéguez
- International Iberian Nanotechnology Laboratory, Avenida Mestre José Veiga s/n, 4715-330 Braga, Portugal; (A.C.); (A.T.); (C.R.); (A.C.); (S.A.-C.)
- Correspondence: (P.P.); (L.D.)
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Novel 3D µtissues Mimicking the Fibrotic Stroma in Pancreatic Cancer to Study Cellular Interactions and Stroma-Modulating Therapeutics. Cancers (Basel) 2021; 13:cancers13195006. [PMID: 34638490 PMCID: PMC8508009 DOI: 10.3390/cancers13195006] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2021] [Revised: 09/28/2021] [Accepted: 10/01/2021] [Indexed: 12/14/2022] Open
Abstract
Simple Summary Pancreatic ductal adenocarcinoma (PDAC) is the most prevalent and aggressive type of pancreatic cancer with a low 5-year survival rate of only 8%. The cellular arrangement plays a crucial role in PDAC, which is characterized by a highly fibrotic environment around the tumor cells, preventing treatments from reaching their target. For the development of novel drug candidates, it is crucial to mimic this cellular arrangement in a laboratory environment. We successfully developed a reproducible three-dimensional cell culture model that demonstrates the PDAC characteristic arrangement and showed a PDAC relevant gene profile when comparing with the genetic profile of PDAC patients. We finally demonstrated the use of the model for the evaluation of novel anti-fibrotic therapy against PDAC by studying drug-induced reduction of fibrosis in PDAC enabling nanoparticles to penetrate and reach the tumor cells. This model is useful for the evaluation of novel treatments against PDAC in a biologically relevant manner. Abstract Pancreatic ductal adenocarcinoma (PDAC) is a highly aggressive tumor type with low patient survival due to the low efficacy of current treatment options. Cancer-associated fibroblasts (CAFs) in the tumor microenvironment (TME) create a dense fibrotic environment around the tumor cells, preventing therapies from reaching their target. Novel 3D in vitro models are needed that mimic this fibrotic barrier for the development of therapies in a biologically relevant environment. Here, novel PDAC microtissues (µtissues) consisting of pancreatic cancer cell core surrounded by a CAF-laden collagen gel are presented, that is based on the cells own contractility to form a hard-to-penetrate barrier. The contraction of CAFs is demonstrated facilitating the embedding of tumor cells in the center of the µtissue as observed in patients. The µtissues displayed a PDAC-relevant gene expression by comparing their gene profile with transcriptomic patient data. Furthermore, the CAF-dependent proliferation of cancer cells is presented, as well as the suitability of the µtissues to serve as a platform for the screening of CAF-modulating therapies in combination with other (nano)therapies. It is envisioned that these PDAC µtissues can serve as a high-throughput platform for studying cellular interactions in PDAC and for evaluating different treatment strategies in the future.
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Fahrmann JF, Katayama H, Irajizad E, Chakraborty A, Kato T, Mao X, Park S, Murage E, Rusling L, Yu CY, Cai Y, Hsiao FC, Dennison JB, Tran H, Ostrin E, Wilson DO, Yuan JM, Vykoukal J, Hanash S. Plasma Based Protein Signatures Associated with Small Cell Lung Cancer. Cancers (Basel) 2021; 13:cancers13163972. [PMID: 34439128 PMCID: PMC8391533 DOI: 10.3390/cancers13163972] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2021] [Revised: 08/03/2021] [Accepted: 08/04/2021] [Indexed: 02/04/2023] Open
Abstract
Small-cell-lung cancer (SCLC) is associated with overexpression of oncogenes including Myc family genes and YAP1 and inactivation of tumor suppressor genes. We performed in-depth proteomic profiling of plasmas collected from 15 individuals with newly diagnosed early stage SCLC and from 15 individuals before the diagnosis of SCLC and compared findings with plasma proteomic profiles of 30 matched controls to determine the occurrence of signatures that reflect disease pathogenesis. A total of 272 proteins were elevated (area under the receiver operating characteristic curve (AUC) ≥ 0.60) among newly diagnosed cases compared to matched controls of which 31 proteins were also elevated (AUC ≥ 0.60) in case plasmas collected within one year prior to diagnosis. Ingenuity Pathway analyses of SCLC-associated proteins revealed enrichment of signatures of oncogenic MYC and YAP1. Intersection of proteins elevated in case plasmas with proteomic profiles of conditioned medium from 17 SCLC cell lines yielded 52 overlapping proteins characterized by YAP1-associated signatures of cytoskeletal re-arrangement and epithelial-to-mesenchymal transition. Among samples collected more than one year prior to diagnosis there was a predominance of inflammatory markers. Our integrated analyses identified novel circulating protein features in early stage SCLC associated with oncogenic drivers.
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Affiliation(s)
- Johannes F. Fahrmann
- Department of Clinical Cancer Prevention, The University of Texas M. D. Anderson Cancer Center, Houston, TX 77030, USA; (J.F.F.); (H.K.); (E.I.); (A.C.); (T.K.); (X.M.); (S.P.); (E.M.); (L.R.); (C.-Y.Y.); (Y.C.); (F.C.H.); (J.B.D.); (J.V.)
| | - Hiroyuki Katayama
- Department of Clinical Cancer Prevention, The University of Texas M. D. Anderson Cancer Center, Houston, TX 77030, USA; (J.F.F.); (H.K.); (E.I.); (A.C.); (T.K.); (X.M.); (S.P.); (E.M.); (L.R.); (C.-Y.Y.); (Y.C.); (F.C.H.); (J.B.D.); (J.V.)
| | - Ehsan Irajizad
- Department of Clinical Cancer Prevention, The University of Texas M. D. Anderson Cancer Center, Houston, TX 77030, USA; (J.F.F.); (H.K.); (E.I.); (A.C.); (T.K.); (X.M.); (S.P.); (E.M.); (L.R.); (C.-Y.Y.); (Y.C.); (F.C.H.); (J.B.D.); (J.V.)
| | - Ashish Chakraborty
- Department of Clinical Cancer Prevention, The University of Texas M. D. Anderson Cancer Center, Houston, TX 77030, USA; (J.F.F.); (H.K.); (E.I.); (A.C.); (T.K.); (X.M.); (S.P.); (E.M.); (L.R.); (C.-Y.Y.); (Y.C.); (F.C.H.); (J.B.D.); (J.V.)
| | - Taketo Kato
- Department of Clinical Cancer Prevention, The University of Texas M. D. Anderson Cancer Center, Houston, TX 77030, USA; (J.F.F.); (H.K.); (E.I.); (A.C.); (T.K.); (X.M.); (S.P.); (E.M.); (L.R.); (C.-Y.Y.); (Y.C.); (F.C.H.); (J.B.D.); (J.V.)
| | - Xiangying Mao
- Department of Clinical Cancer Prevention, The University of Texas M. D. Anderson Cancer Center, Houston, TX 77030, USA; (J.F.F.); (H.K.); (E.I.); (A.C.); (T.K.); (X.M.); (S.P.); (E.M.); (L.R.); (C.-Y.Y.); (Y.C.); (F.C.H.); (J.B.D.); (J.V.)
| | - Soyoung Park
- Department of Clinical Cancer Prevention, The University of Texas M. D. Anderson Cancer Center, Houston, TX 77030, USA; (J.F.F.); (H.K.); (E.I.); (A.C.); (T.K.); (X.M.); (S.P.); (E.M.); (L.R.); (C.-Y.Y.); (Y.C.); (F.C.H.); (J.B.D.); (J.V.)
| | - Eunice Murage
- Department of Clinical Cancer Prevention, The University of Texas M. D. Anderson Cancer Center, Houston, TX 77030, USA; (J.F.F.); (H.K.); (E.I.); (A.C.); (T.K.); (X.M.); (S.P.); (E.M.); (L.R.); (C.-Y.Y.); (Y.C.); (F.C.H.); (J.B.D.); (J.V.)
| | - Leona Rusling
- Department of Clinical Cancer Prevention, The University of Texas M. D. Anderson Cancer Center, Houston, TX 77030, USA; (J.F.F.); (H.K.); (E.I.); (A.C.); (T.K.); (X.M.); (S.P.); (E.M.); (L.R.); (C.-Y.Y.); (Y.C.); (F.C.H.); (J.B.D.); (J.V.)
| | - Chuan-Yih Yu
- Department of Clinical Cancer Prevention, The University of Texas M. D. Anderson Cancer Center, Houston, TX 77030, USA; (J.F.F.); (H.K.); (E.I.); (A.C.); (T.K.); (X.M.); (S.P.); (E.M.); (L.R.); (C.-Y.Y.); (Y.C.); (F.C.H.); (J.B.D.); (J.V.)
| | - Yinging Cai
- Department of Clinical Cancer Prevention, The University of Texas M. D. Anderson Cancer Center, Houston, TX 77030, USA; (J.F.F.); (H.K.); (E.I.); (A.C.); (T.K.); (X.M.); (S.P.); (E.M.); (L.R.); (C.-Y.Y.); (Y.C.); (F.C.H.); (J.B.D.); (J.V.)
| | - Fu Chung Hsiao
- Department of Clinical Cancer Prevention, The University of Texas M. D. Anderson Cancer Center, Houston, TX 77030, USA; (J.F.F.); (H.K.); (E.I.); (A.C.); (T.K.); (X.M.); (S.P.); (E.M.); (L.R.); (C.-Y.Y.); (Y.C.); (F.C.H.); (J.B.D.); (J.V.)
| | - Jennifer B. Dennison
- Department of Clinical Cancer Prevention, The University of Texas M. D. Anderson Cancer Center, Houston, TX 77030, USA; (J.F.F.); (H.K.); (E.I.); (A.C.); (T.K.); (X.M.); (S.P.); (E.M.); (L.R.); (C.-Y.Y.); (Y.C.); (F.C.H.); (J.B.D.); (J.V.)
| | - Hai Tran
- Department of Thoracic-Head & Neck Medical Oncology, The University of Texas M. D. Anderson Cancer Center, Houston, TX 77030, USA;
| | - Edwin Ostrin
- Department of Pulmonary Medicine, The University of Texas M. D. Anderson Cancer Center, Houston, TX 77030, USA;
| | - David O. Wilson
- Division of Pulmonary, Allergy and Critical Care Medicine, School of Medicine, University of Pittsburgh, Pittsburgh, PA 15213, USA;
| | - Jian-Min Yuan
- Division of Cancer Control and Population Sciences, UPMC Hillman Cancer Center, University of Pittsburgh, Pittsburgh, PA 15232, USA;
- Department of Epidemiology, Graduate School of Public Health, University of Pittsburgh, Pittsburgh, PA 15261, USA
| | - Jody Vykoukal
- Department of Clinical Cancer Prevention, The University of Texas M. D. Anderson Cancer Center, Houston, TX 77030, USA; (J.F.F.); (H.K.); (E.I.); (A.C.); (T.K.); (X.M.); (S.P.); (E.M.); (L.R.); (C.-Y.Y.); (Y.C.); (F.C.H.); (J.B.D.); (J.V.)
| | - Samir Hanash
- Department of Clinical Cancer Prevention, The University of Texas M. D. Anderson Cancer Center, Houston, TX 77030, USA; (J.F.F.); (H.K.); (E.I.); (A.C.); (T.K.); (X.M.); (S.P.); (E.M.); (L.R.); (C.-Y.Y.); (Y.C.); (F.C.H.); (J.B.D.); (J.V.)
- Correspondence:
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Hu X, Chen W. Role of epithelial-mesenchymal transition in chemoresistance in pancreatic ductal adenocarcinoma. World J Clin Cases 2021; 9:4998-5006. [PMID: 34307550 PMCID: PMC8283607 DOI: 10.12998/wjcc.v9.i19.4998] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/28/2021] [Revised: 03/11/2021] [Accepted: 05/15/2021] [Indexed: 02/06/2023] Open
Abstract
Pancreatic cancer (PC) is the seventh leading cause of cancer death worldwide. The vast majority of patients who have PC develop metastases, resulting in poor treatment effects. Although great progress in therapeutic approaches has been achieved in recent decades, extensive drug resistance still persists, representing a major hurdle to effective anticancer therapy for pancreatic ductal adenocarcinoma (PDAC). Therefore, there is an urgent need to better understand the drug resistance mechanisms and develop novel treatment strategies to improve patient outcomes. Numerous studies suggest that chemoresistance is closely related to epithelial-mesenchymal transition (EMT) of PDAC cells. Thus, this article summarizes the impact of EMT on PDAC from the perspective of chemotherapy resistance and discusses the possible novel applications of EMT inhibition to develop more effective drugs against PDAC.
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Affiliation(s)
- Xiu Hu
- Department of Pharmacy, Affiliated Hangzhou Cancer Hospital, Zhejiang University School of Medicine, Hangzhou 310002, Zhejiang Province, China
| | - Wei Chen
- Cancer Institute of Integrated Traditional Chinese and Western Medicine, Key Laboratory of Cancer Prevention and Therapy Combining Traditional Chinese and Western Medicine of Zhejiang Province, Zhejiang Academy of Traditional Chinese Medicine, Tongde Hospital of Zhejiang Province, Hangzhou 310012, Zhejiang Province, China
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Mechanistic Actions between Garcinia atroviridis Essential Oil and 2 Deoxy-d-glucose in Cultured PANC-1 Human Pancreatic Cancer Cells. Molecules 2021; 26:molecules26123518. [PMID: 34207699 PMCID: PMC8227498 DOI: 10.3390/molecules26123518] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2021] [Revised: 06/05/2021] [Accepted: 06/08/2021] [Indexed: 01/21/2023] Open
Abstract
Pancreatic cancer is an aggressive disease that progresses in a relatively symptom-free manner; thus, is difficult to detect and treat. Essential oil is reported to exhibit pharmacological properties, besides its common and well-known function as aromatherapy. Therefore, this study herein aimed to investigate the anti-proliferative effect of essential oil extracted from leaves of Garcinia atroviridis (EO-L) against PANC-1 human pancreatic cancer cell line. The cell growth inhibitory concentration at 50% (IC50) and selective index (SI) values of EO-L analyses were determined as 78 µg/mL and 1.23, respectively. Combination index (CI) analysis revealed moderate synergism (CI values of 0.36 to 0.75) between EO-L and 2 deoxy-d-glucose (2-DG) treatments. The treatments of PANC-1 cells with EO-L, 2-DG and EOL+2DG showed evidence of depolarization of mitochondrial membrane potential, cell growth arrest and apoptosis. The molecular mechanism causing the anti-proliferative effect between EO-L and 2-DG is potentially through pronounced up-regulation of P53 (4.40-fold), HIF1α (1.92-fold), HK2 (2.88-fold) and down-regulation of CYP3A5 (0.11-fold), as supported by quantitative mRNA expression analysis. Collectively, the current data suggest that the combination of two anti-proliferative agents, EO-L and 2-DG, can potentially be explored as therapeutic treatments and as potentiating agents to conventional therapy against human pancreatic cancer.
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Ramaker RC, Hardigan AA, Gordon ER, Wright CA, Myers RM, Cooper SJ. Pooled CRISPR screening in pancreatic cancer cells implicates co-repressor complexes as a cause of multiple drug resistance via regulation of epithelial-to-mesenchymal transition. BMC Cancer 2021; 21:632. [PMID: 34049503 PMCID: PMC8164247 DOI: 10.1186/s12885-021-08388-1] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2021] [Accepted: 05/17/2021] [Indexed: 01/05/2023] Open
Abstract
Background Pancreatic ductal adenocarcinoma (PDAC) patients suffer poor outcomes, including a five-year survival of below 10%. Poor outcomes result in part from therapeutic resistance that limits the impact of cytotoxic first-line therapy. Novel therapeutic approaches are needed, but currently no targeted therapies exist to treat PDAC. Methods To assess cellular resistance mechanisms common to four cytotoxic chemotherapies (gemcitabine, 5-fluorouracil, irinotecan, and oxaliplatin) used to treat PDAC patients, we performed four genome-wide CRISPR activation (CRISPRact) and CRISPR knock-out (CRISPRko) screens in two common PDAC cell lines (Panc-1 and BxPC3). We used pathway analysis to identify gene sets enriched among our hits and conducted RNA-sequencing and chromatin immunoprecipitation-sequencing (ChIP-seq) to characterize top hits from our screen. We used scratch assays to assess changes in cellular migration with HDAC1 overexpression. Results Our data revealed activation of ABCG2, a well-described efflux pump, as the most consistent mediator of resistance in each of our screens. CRISPR-mediated activation of genes involved in transcriptional co-repressor complexes also conferred resistance to multiple drugs. Expression of many of these genes, including HDAC1, is associated with reduced survival in PDAC patients. Up-regulation of HDAC1 in vitro increased promoter occupancy and expression of several genes involved in the epithelial-to-mesenchymal transition (EMT). These cells also displayed phenotypic changes in cellular migration consistent with activation of the EMT pathway. The expression changes resulting from HDAC1 activation were also observed with activation of several other co-repressor complex members. Finally, we developed a publicly available analysis tool, PancDS, which integrates gene expression profiles with our screen results to predict drug sensitivity in resected PDAC tumors and cell lines. Conclusion Our results provide a comprehensive resource for identifying cellular mechanisms of drug resistance in PDAC, mechanistically implicate HDAC1, and co-repressor complex members broadly, in multi-drug resistance, and provide an analytical tool for predicting treatment response in PDAC tumors and cell lines. Supplementary Information The online version contains supplementary material available at 10.1186/s12885-021-08388-1.
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Affiliation(s)
- Ryne C Ramaker
- University of Alabama-Birmingham, Birmingham, AL, 35294, USA.,HudsonAlpha Institute for Biotechnology, Huntsville, AL, 35806, USA
| | - Andrew A Hardigan
- University of Alabama-Birmingham, Birmingham, AL, 35294, USA.,HudsonAlpha Institute for Biotechnology, Huntsville, AL, 35806, USA
| | - Emily R Gordon
- HudsonAlpha Institute for Biotechnology, Huntsville, AL, 35806, USA
| | - Carter A Wright
- HudsonAlpha Institute for Biotechnology, Huntsville, AL, 35806, USA.,University of Alabama - Huntsville, Huntsville, AL, 35899, USA
| | - Richard M Myers
- HudsonAlpha Institute for Biotechnology, Huntsville, AL, 35806, USA
| | - Sara J Cooper
- HudsonAlpha Institute for Biotechnology, Huntsville, AL, 35806, USA.
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18
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Rieunier G, Wu X, Harris LE, Mills JV, Nandakumar A, Colling L, Seraia E, Hatch SB, Ebner DV, Folkes LK, Weyer-Czernilofsky U, Bogenrieder T, Ryan AJ, Macaulay VM. Targeting IGF Perturbs Global Replication through Ribonucleotide Reductase Dysfunction. Cancer Res 2021; 81:2128-2141. [PMID: 33509941 DOI: 10.1158/0008-5472.can-20-2860] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2020] [Revised: 12/17/2020] [Accepted: 01/22/2021] [Indexed: 11/16/2022]
Abstract
Inhibition of IGF receptor (IGF1R) delays repair of radiation-induced DNA double-strand breaks (DSB), prompting us to investigate whether IGF1R influences endogenous DNA damage. Here we demonstrate that IGF1R inhibition generates endogenous DNA lesions protected by 53BP1 bodies, indicating under-replicated DNA. In cancer cells, inhibition or depletion of IGF1R delayed replication fork progression accompanied by activation of ATR-CHK1 signaling and the intra-S-phase checkpoint. This phenotype reflected unanticipated regulation of global replication by IGF1 mediated via AKT, MEK/ERK, and JUN to influence expression of ribonucleotide reductase (RNR) subunit RRM2. Consequently, inhibition or depletion of IGF1R downregulated RRM2, compromising RNR function and perturbing dNTP supply. The resulting delay in fork progression and hallmarks of replication stress were rescued by RRM2 overexpression, confirming RRM2 as the critical factor through which IGF1 regulates replication. Suspecting existence of a backup pathway protecting from toxic sequelae of replication stress, targeted compound screens in breast cancer cells identified synergy between IGF inhibition and ATM loss. Reciprocal screens of ATM-proficient/deficient fibroblasts identified an IGF1R inhibitor as the top hit. IGF inhibition selectively compromised growth of ATM-null cells and spheroids and caused regression of ATM-null xenografts. This synthetic-lethal effect reflected conversion of single-stranded lesions in IGF-inhibited cells into toxic DSBs upon ATM inhibition. Overall, these data implicate IGF1R in alleviating replication stress, and the reciprocal IGF:ATM codependence we identify provides an approach to exploit this effect in ATM-deficient cancers. SIGNIFICANCE: This study identifies regulation of ribonucleotide reductase function and dNTP supply by IGFs and demonstrates that IGF axis blockade induces replication stress and reciprocal codependence on ATM. GRAPHICAL ABSTRACT: http://cancerres.aacrjournals.org/content/canres/81/8/2128/F1.large.jpg.
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Affiliation(s)
| | - Xiaoning Wu
- Department of Oncology, University of Oxford, Oxford, United Kingdom
| | - Letitia E Harris
- CRUK/MRC Oxford Institute for Radiation Oncology, University of Oxford, Oxford, United Kingdom
| | - Jack V Mills
- Department of Oncology, University of Oxford, Oxford, United Kingdom
| | - Ashwin Nandakumar
- Department of Oncology, University of Oxford, Oxford, United Kingdom
| | - Laura Colling
- Department of Oncology, Weatherall Institute of Molecular Medicine, Oxford, United Kingdom
| | - Elena Seraia
- Target Discovery Institute, University of Oxford, Oxford, United Kingdom
| | - Stephanie B Hatch
- Target Discovery Institute, University of Oxford, Oxford, United Kingdom
| | - Daniel V Ebner
- Target Discovery Institute, University of Oxford, Oxford, United Kingdom
| | - Lisa K Folkes
- CRUK/MRC Oxford Institute for Radiation Oncology, University of Oxford, Oxford, United Kingdom
| | | | - Thomas Bogenrieder
- AMAL Therapeutics, Geneva, Switzerland
- Department of Urology, University Hospital Grosshadern, Ludwig-Maximilians-University, Munich, Germany
| | - Anderson J Ryan
- CRUK/MRC Oxford Institute for Radiation Oncology, University of Oxford, Oxford, United Kingdom
| | - Valentine M Macaulay
- Department of Oncology, University of Oxford, Oxford, United Kingdom.
- Oxford Cancer and Haematology Centre, Oxford University Hospitals NHS Foundation Trust, Churchill Hospital, Oxford, United Kingdom
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19
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Steinberg E, Orehov N, Tischenko K, Schwob O, Zamir G, Hubert A, Manevitch Z, Benny O. Rapid Clearing for High Resolution 3D Imaging of Ex Vivo Pancreatic Cancer Spheroids. Int J Mol Sci 2020; 21:E7703. [PMID: 33081011 PMCID: PMC7589457 DOI: 10.3390/ijms21207703] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2020] [Revised: 10/11/2020] [Accepted: 10/16/2020] [Indexed: 02/06/2023] Open
Abstract
The currently accepted imaging methods have been a central hurdle to imaging the finer details of tumor behavior in three-dimensional (3D) ex vivo multicellular culture models. In our search for an improved way of imaging tumor behavior in its physiological-like niche, we developed a simple, efficient, and straightforward procedure using standard reagents and imaging equipment that significantly enhanced 3D imaging up to a ~200-micron depth. We tested its efficacy on pancreatic spheroids, prototypes of high-density tissues that are difficult to image. We found we could both save time with this method and extract information about pancreatic tumor spheroids that previously was difficult to obtain. We were able to discern clear differences in the organization of pancreatic tumor spheroids generated from different origins, suggesting cell-specific, inherent, bottom-up organization with a correlation to the level of malignancy. We also examined the dynamic changes in the spheroids at predetermined time points, providing important information related to tissue morphogenesis and its metabolic state. Lastly, this process enabled us to assess a drug vehicle's potential to penetrate dense tumor tissue by improving our view of the inert particles' diffusion in the 3D spheroid. This clearing method, a simple procedure, can open the door to more accurate imaging and reveal more about cancer behavior.
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Affiliation(s)
- Eliana Steinberg
- The Institute for Drug Research, The School of Pharmacy, Faculty of Medicine, The Hebrew University of Jerusalem, Jerusalem 91120, Israel; (E.S.); (N.O.); (K.T.); (O.S.)
| | - Natalie Orehov
- The Institute for Drug Research, The School of Pharmacy, Faculty of Medicine, The Hebrew University of Jerusalem, Jerusalem 91120, Israel; (E.S.); (N.O.); (K.T.); (O.S.)
| | - Katerina Tischenko
- The Institute for Drug Research, The School of Pharmacy, Faculty of Medicine, The Hebrew University of Jerusalem, Jerusalem 91120, Israel; (E.S.); (N.O.); (K.T.); (O.S.)
| | - Ouri Schwob
- The Institute for Drug Research, The School of Pharmacy, Faculty of Medicine, The Hebrew University of Jerusalem, Jerusalem 91120, Israel; (E.S.); (N.O.); (K.T.); (O.S.)
| | - Gideon Zamir
- Department of Surgery and Transplantation Unit, Hadassah-Hebrew University Medical Center, Ein Kerem, Jerusalem 91120, Israel;
| | - Ayala Hubert
- Sharett Institute of Oncology, Hadassah-Hebrew University Medical Center, Ein Kerem, Jerusalem 91120, Israel;
| | - Zakhariya Manevitch
- The Core Research Facility, The Hebrew University of Jerusalem, Jerusalem 91120, Israel;
| | - Ofra Benny
- The Institute for Drug Research, The School of Pharmacy, Faculty of Medicine, The Hebrew University of Jerusalem, Jerusalem 91120, Israel; (E.S.); (N.O.); (K.T.); (O.S.)
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20
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Matadamas-Guzman M, Zazueta C, Rojas E, Resendis-Antonio O. Analysis of Epithelial-Mesenchymal Transition Metabolism Identifies Possible Cancer Biomarkers Useful in Diverse Genetic Backgrounds. Front Oncol 2020; 10:1309. [PMID: 32850411 PMCID: PMC7406688 DOI: 10.3389/fonc.2020.01309] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2020] [Accepted: 06/23/2020] [Indexed: 12/17/2022] Open
Abstract
Epithelial-to-mesenchymal transition (EMT) relates to many molecular and cellular alterations that occur when epithelial cells undergo a switch in differentiation generating mesenchymal-like cells with newly acquired migratory and invasive properties. In cancer cells, EMT leads to drug resistance and metastasis. Moreover, differences in genetic backgrounds, even between patients with the same type of cancer, also determine resistance to some treatments. Metabolic rewiring is essential to induce EMT, hence it is important to identify key metabolic elements for this process, which can be later used to treat cancer cells with different genetic backgrounds. Here we used a mathematical modeling approach to determine which are the metabolic reactions altered after induction of EMT, based on metabolomic and transcriptional data of three non-small cell lung cancer (NSCLC) cell lines. The model suggested that the most affected pathways were the Krebs cycle, amino acid metabolism, and glutathione metabolism. However, glutathione metabolism had many alterations either on the metabolic reactions or at the transcriptional level in the three cell lines. We identified Glutamate-cysteine ligase (GCL), a key enzyme of glutathione synthesis, as an important common feature that is dysregulated after EMT. Analyzing survival data of men with lung cancer, we observed that patients with mutations in GCL catalytic subunit (GCLC) or Glutathione peroxidase 1 (GPX1) genes survived less time than people without mutations on these genes. Besides, patients with low expression of ANPEP, GPX3 and GLS genes also survived less time than those with high expression. Hence, we propose that glutathione metabolism and glutathione itself could be good targets to delay or potentially prevent EMT induction in NSCLC cell lines.
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Affiliation(s)
- Meztli Matadamas-Guzman
- Programa de Doctorado en Ciencias Biomédicas, UNAM, Mexico City, Mexico.,Human Systems Biology Lab, National Institute of Genomic Medicine, Mexico City, Mexico
| | - Cecilia Zazueta
- Departamento de Biomedicina Cardiovascular, Instituto Nacional de Cardiología-Ignacio Chávez, Mexico City, Mexico
| | - Emilio Rojas
- Department of Genomic Medicine and Environmental Toxicology, Institute of Biomedical Research, UNAM, Mexico City, Mexico
| | - Osbaldo Resendis-Antonio
- Human Systems Biology Lab, National Institute of Genomic Medicine, Mexico City, Mexico.,Coordinación de la Investigación Científica-Red de Apoyo a la Investigación, UNAM, Mexico City, Mexico
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21
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Kim SK, Jang SD, Kim H, Chung S, Park JK, Kuh HJ. Phenotypic Heterogeneity and Plasticity of Cancer Cell Migration in a Pancreatic Tumor Three-Dimensional Culture Model. Cancers (Basel) 2020; 12:cancers12051305. [PMID: 32455681 PMCID: PMC7281339 DOI: 10.3390/cancers12051305] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2020] [Revised: 05/15/2020] [Accepted: 05/18/2020] [Indexed: 01/01/2023] Open
Abstract
Invasive cancer cell migration is a key feature of metastatic human pancreatic ductal adenocarcinoma (PDAC), yet the underlying mechanisms remain poorly understood. Here, we investigated modes of cancer cell invasion using two pancreatic cancer cell lines with differential epithelial–mesenchymal status, PANC-1 and BxPC-3, under 3D culture conditions. Multicellular tumor spheroids (TSs) were grown in a collagen matrix co-cultured with pancreatic stellate cells (PSCs) using microchannel chips. PANC-1 cells showed individual migration from TSs via invadopodium formation. BxPC-3 cells showed plasticity between collective and individual migration in either mesenchymal mode, with filopodium-like protrusions, or blebby amoeboid mode. These two cell lines showed significantly different patterns of extracellular matrix (ECM) remodeling, with MMP-dependent degradation in a limited area of ECM around invadopodia for PANC-1 cells, or MMP-independent extensive deformation of ECM for BxPC-3 cells. Cancer cell migration out of the collagen channel significantly increased by PSCs and directional cancer cell migration was mediated by fibronectin deposited by PSCs. Our results highlight the phenotypic heterogeneity and plasticity of PDAC cell migration and ECM remodeling under 3D culture conditions. This 3D co-culture model of pancreatic cancer cells and PSCs offers a useful tool for studying cancer cell migration and ECM remodeling to identify and develop potential molecular targets and anti-cancer agents against human PDAC.
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Affiliation(s)
- Seul-Ki Kim
- Department of Biomedicine & Health Sciences, Graduate School, The Catholic University of Korea, Seoul 06591, Korea; (S.-K.K.); (S.D.J.)
| | - So Dam Jang
- Department of Biomedicine & Health Sciences, Graduate School, The Catholic University of Korea, Seoul 06591, Korea; (S.-K.K.); (S.D.J.)
| | - Hyunho Kim
- School of Mechanical Engineering, College of Engineering, Korea University, Seoul 02841, Korea; (H.K.); (S.C.)
| | - Seok Chung
- School of Mechanical Engineering, College of Engineering, Korea University, Seoul 02841, Korea; (H.K.); (S.C.)
| | - Jong Kook Park
- Department of Biomedical Science, Research Institute for Bioscience & Biotechnology, Hallym University, Chuncheon, Gangwon-do 24252, Korea;
| | - Hyo-Jeong Kuh
- Department of Biomedicine & Health Sciences, Graduate School, The Catholic University of Korea, Seoul 06591, Korea; (S.-K.K.); (S.D.J.)
- Cancer Evolution Research Center, College of Medicine, The Catholic University of Korea, Seoul 06591, Korea
- Department of Medical Life Sciences, College of Medicine, The Catholic University of Korea, Seoul 06591, Korea
- Correspondence:
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22
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El Amrani M, Corfiotti F, Corvaisier M, Vasseur R, Fulbert M, Skrzypczyk C, Deshorgues AC, Gnemmi V, Tulasne D, Lahdaoui F, Vincent A, Pruvot FR, Van Seuningen I, Huet G, Truant S. Gemcitabine-induced epithelial-mesenchymal transition-like changes sustain chemoresistance of pancreatic cancer cells of mesenchymal-like phenotype. Mol Carcinog 2019; 58:1985-1997. [PMID: 31373074 DOI: 10.1002/mc.23090] [Citation(s) in RCA: 35] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2019] [Revised: 07/11/2019] [Accepted: 07/16/2019] [Indexed: 02/06/2023]
Abstract
Growing body of evidence suggests that epithelial-mesenchymal transition (EMT) is a critical process in tumor progression and chemoresistance in pancreatic cancer (PC). The aim of this study was to analyze the role of EMT-like changes in acquisition of resistance to gemcitabine in pancreatic cells of the mesenchymal or epithelial phenotype. Therefore, chemoresistant BxPC-3, Capan-2, Panc-1, and MiaPaca-2 cells were selected by chronic exposure to increasing concentrations of gemcitabine. We show that gemcitabine-resistant Panc-1 and MiaPaca-2 cells of mesenchymal-like phenotype undergo further EMT-like molecular changes mediated by ERK-ZEB-1 pathway, and that inhibition of ERK1/2 phosphorylation or ZEB-1 expression resulted in a decrease in chemoresistance. Conversely, gemcitabine-resistant BxPC-3 and Capan-2 cells of epithelial-like phenotype did not show such typical EMT-like molecular changes although the expression of the tight junction marker occludin could be found decreased. In pancreatic cancer patients, high ZEB-1 expression was associated with tumor invasion and tumor budding. In addition, tumor budding was essentially observed in patients treated with neoadjuvant chemotherapy. These findings support the notion that gemcitabine treatment induces EMT-like changes that sustain invasion and chemoresistance in PC cells.
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Affiliation(s)
- Mehdi El Amrani
- Department of Digestive Surgery and Transplantation, Université de Lille, Inserm, CHU Lille, UMR-S 1172, Lille, France.,Department of Digestive Surgery and Transplantation, CHU Lille, Lille, France
| | - François Corfiotti
- Department of Digestive Surgery and Transplantation, Université de Lille, Inserm, CHU Lille, UMR-S 1172, Lille, France.,Department of Digestive Surgery and Transplantation, CHU Lille, Lille, France
| | - Matthieu Corvaisier
- Department of Digestive Surgery and Transplantation, Université de Lille, Inserm, CHU Lille, UMR-S 1172, Lille, France
| | - Romain Vasseur
- Department of Digestive Surgery and Transplantation, Université de Lille, Inserm, CHU Lille, UMR-S 1172, Lille, France
| | - Maxence Fulbert
- Department of Digestive Surgery and Transplantation, Université de Lille, Inserm, CHU Lille, UMR-S 1172, Lille, France.,Department of Digestive Surgery and Transplantation, CHU Lille, Lille, France
| | - Cécile Skrzypczyk
- Department of Digestive Surgery and Transplantation, Université de Lille, Inserm, CHU Lille, UMR-S 1172, Lille, France.,Department of Digestive Surgery and Transplantation, CHU Lille, Lille, France
| | - Anne-Claire Deshorgues
- Department of Digestive Surgery and Transplantation, Université de Lille, Inserm, CHU Lille, UMR-S 1172, Lille, France.,Department of Digestive Surgery and Transplantation, CHU Lille, Lille, France
| | - Viviane Gnemmi
- Department of Digestive Surgery and Transplantation, Université de Lille, Inserm, CHU Lille, UMR-S 1172, Lille, France.,Department of Pathology, Center of Biology-Pathology, CHU Lille, Lille, France
| | - David Tulasne
- Institut Pasteur de Lille, UMR 8161-M3T, Mechanisms of Tumorigenesis and Target Therapies, Université de Lille, CNRS, Lille, France
| | - Fatima Lahdaoui
- Department of Digestive Surgery and Transplantation, Université de Lille, Inserm, CHU Lille, UMR-S 1172, Lille, France
| | - Audrey Vincent
- Department of Digestive Surgery and Transplantation, Université de Lille, Inserm, CHU Lille, UMR-S 1172, Lille, France
| | - François-René Pruvot
- Department of Digestive Surgery and Transplantation, Université de Lille, Inserm, CHU Lille, UMR-S 1172, Lille, France.,Department of Digestive Surgery and Transplantation, CHU Lille, Lille, France
| | - Isabelle Van Seuningen
- Department of Digestive Surgery and Transplantation, Université de Lille, Inserm, CHU Lille, UMR-S 1172, Lille, France
| | - Guillemette Huet
- Department of Digestive Surgery and Transplantation, Université de Lille, Inserm, CHU Lille, UMR-S 1172, Lille, France
| | - Stéphanie Truant
- Department of Digestive Surgery and Transplantation, Université de Lille, Inserm, CHU Lille, UMR-S 1172, Lille, France.,Department of Digestive Surgery and Transplantation, CHU Lille, Lille, France
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23
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Sun Y, Wu G, Cheng KS, Chen A, Neoh KH, Chen S, Tang Z, Lee PF, Dai M, Han RPS. CTC phenotyping for a preoperative assessment of tumor metastasis and overall survival of pancreatic ductal adenocarcinoma patients. EBioMedicine 2019; 46:133-149. [PMID: 31375425 PMCID: PMC6712350 DOI: 10.1016/j.ebiom.2019.07.044] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2019] [Revised: 06/27/2019] [Accepted: 07/16/2019] [Indexed: 12/11/2022] Open
Abstract
BACKGROUND The evaluation for surgical resectability of pancreatic ductal adenocarcinoma (PDAC) patients is not only imaging-based but highly subjective. An objective method is urgently needed. We report on the clinical value of a phenotypic circulating tumor cell (CTC)-based blood test for a preoperative prognostic assessment of tumor metastasis and overall survival (OS) of PDAC patients. METHODS Venous blood samples from 46 pathologically confirmed PDAC patients were collected prospectively before surgery and immunoassayed using a specially designed TU-chip™. Captured CTCs were differentiated into epithelial (E), mesenchymal and hybrid (H) phenotypes. A further 45 non-neoplastic healthy donors provided blood for cell line validation study and CTC false positive quantification. FINDINGS A validated multivariable model consisting of disjunctively combined CTC phenotypes: "H-CTC≥15.0 CTCs/2ml OR E-CTC≥11.0 CTCs/2ml" generated an optimal prediction of metastasis with a sensitivity of 1.000 (95% CI 0.889-1.000) and specificity of 0.886 (95% CI 0.765-0.972). The adjusted Kaplan-Meier median OS constructed using Cox proportional-hazard models and stratified for E-CTC < 11.0 CTCs/2 ml was 16.5 months and for E-CTC ≥ 11.0 CTCs/2 ml was 5.5 months (HR = 0.050, 95% CI 0.004-0.578, P = .016). These OS results were consistent with the outcome of the metastatic analysis. INTERPRETATION Our work suggested that H-CTC is a better predictor of metastasis and E-CTC is a significant independent predictor of OS. The CTC phenotyping model has the potential to be developed into a reliable and accurate blood test for metastatic and OS assessments of PDAC patients. FUND: National Natural Science Foundation of China; Zhejiang Province Science and Technology Program; China Scholarship Council.
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Affiliation(s)
- Yukun Sun
- College of Engineering, Peking University, Beijing 100871, China
| | - Guangdong Wu
- Dept of Hepatopancreatobiliary Surgery, Beijing Tsinghua Changgung Hospital, School of Clinical Medicine, Institute for Precision Medicine, Tsinghua University, Beijing 102218, China; Dept. of General Surgery, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100730, China
| | - Kok Suen Cheng
- College of Engineering, Peking University, Beijing 100871, China
| | - Anqi Chen
- College of Engineering, Peking University, Beijing 100871, China
| | - Kuang Hong Neoh
- College of Engineering, Peking University, Beijing 100871, China
| | - Shuiyu Chen
- College of Engineering, Peking University, Beijing 100871, China
| | - Zhewen Tang
- College of Engineering, Peking University, Beijing 100871, China
| | - Poh Foong Lee
- Dept. of Mechanical & Materials Engineering, University Tunku Abdul Rahman, Bandar Sungai Long, Selangor, Malaysia
| | - Menghua Dai
- Dept. of General Surgery, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100730, China.
| | - Ray P S Han
- College of Engineering, Peking University, Beijing 100871, China; Integrated Chinese & Western Medicine Oncology Research Center, Jiangxi University of Traditional Chinese Medicine, Nanchang, Jiangxi 330004, China..
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24
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Han S, Huo Z, Nguyen K, Zhu F, Underwood PW, Basso KBG, George TJ, Hughes SJ. The Proteome of Pancreatic Cancer-Derived Exosomes Reveals Signatures Rich in Key Signaling Pathways. Proteomics 2019; 19:e1800394. [PMID: 31070281 DOI: 10.1002/pmic.201800394] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/12/2018] [Revised: 03/27/2019] [Indexed: 01/18/2023]
Abstract
Exosomes are membrane-bound vesicles that traffic small molecular cargos. These cargos participate in cell-cell communication and contribute to the pathogenesis of many disease including cancer. How these mechanisms contribute to communication within the pancreatic adenocarcinoma (PDAC) microenvironment and how they contribute to PDAC biology are poorly understood. Performed in this study are comprehensive, quantitative comparisons of the proteomes of three PDAC cell lines to those of the exosomes they produce. Approximately 35% of whole cell proteins sort into exosomes. Analysis of composition of microbiomes (ANCOM) determined a cluster of 98 enriched pancreatic cancer exosome core proteins (ePC-ECPs). Further, these proteins are predicted by ingenuity pathway analysis (IPA) as actively involved in signaling pathways regulating cell death and survival, cellular movement, and cell-to-cell signaling and interaction in particular (top three p-value significant pathways). Significant enrichment of canonical pathways of acute phase response signaling (inflammatory response signaling pathways) and FXR and RXR activation in biosynthetic pathways are also predicted; 97 ePC-ECPs are associated with cancer and among them, 34 are specifically associated with PDAC. In conclusion, exosomes from PDAC are enriched with cancer-associated signaling proteins. Further assessment of these proteins as PDAC biomarkers or therapeutic targets is warranted.
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Affiliation(s)
- Song Han
- Department of Surgery, University of Florida College of Medicine, Gainesville, FL, 32610, USA
| | - Zhiguang Huo
- Department of Biostatistics, University of Florida College of Medicine, Gainesville, FL, 32610, USA
| | - Kathy Nguyen
- Department of Surgery, University of Florida College of Medicine, Gainesville, FL, 32610, USA
| | - Fanchao Zhu
- Interdisciplinary Center for Biotechnology Research Proteomic & Mass Spectrometry Core, University of Florida College of Medicine, Gainesville, FL, 32610, USA
| | - Patrick W Underwood
- Department of Surgery, University of Florida College of Medicine, Gainesville, FL, 32610, USA
| | - Kari B Green Basso
- Department of Chemistry, University of Florida College of Medicine, Gainesville, FL, 32610, USA
| | - Thomas J George
- Department of Medicine, University of Florida College of Medicine, Gainesville, FL, 32610, USA
| | - Steven J Hughes
- Department of Surgery, University of Florida College of Medicine, Gainesville, FL, 32610, USA
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25
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An Y, Zhou L, Huang Z, Nice EC, Zhang H, Huang C. Molecular insights into cancer drug resistance from a proteomics perspective. Expert Rev Proteomics 2019; 16:413-429. [PMID: 30925852 DOI: 10.1080/14789450.2019.1601561] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
INTRODUCTION Resistance to chemotherapy and development of specific and effective molecular targeted therapies are major obstacles facing current cancer treatment. Comparative proteomic approaches have been employed for the discovery of putative biomarkers associated with cancer drug resistance and have yielded a number of candidate proteins, showing great promise for both novel drug target identification and personalized medicine for the treatment of drug-resistant cancer. Areas covered: Herein, we review the recent advances and challenges in proteomics studies on cancer drug resistance with an emphasis on biomarker discovery, as well as understanding the interconnectivity of proteins in disease-related signaling pathways. In addition, we highlight the critical role that post-translational modifications (PTMs) play in the mechanisms of cancer drug resistance. Expert opinion: Revealing changes in proteome profiles and the role of PTMs in drug-resistant cancer is key to deciphering the mechanisms of treatment resistance. With the development of sensitive and specific mass spectrometry (MS)-based proteomics and related technologies, it is now possible to investigate in depth potential biomarkers and the molecular mechanisms of cancer drug resistance, assisting the development of individualized therapeutic strategies for cancer patients.
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Affiliation(s)
- Yao An
- a West China School of Basic Medical Sciences & Forensic Medicine , Sichuan University , Chengdu , PR China.,b Department of Oncology , The Second Affiliated Hospital of Hainan Medical University , Haikou , P.R. China
| | - Li Zhou
- a West China School of Basic Medical Sciences & Forensic Medicine , Sichuan University , Chengdu , PR China
| | - Zhao Huang
- a West China School of Basic Medical Sciences & Forensic Medicine , Sichuan University , Chengdu , PR China
| | - Edouard C Nice
- c Department of Biochemistry and Molecular Biology , Monash University , Clayton , Australia
| | - Haiyuan Zhang
- b Department of Oncology , The Second Affiliated Hospital of Hainan Medical University , Haikou , P.R. China
| | - Canhua Huang
- a West China School of Basic Medical Sciences & Forensic Medicine , Sichuan University , Chengdu , PR China.,b Department of Oncology , The Second Affiliated Hospital of Hainan Medical University , Haikou , P.R. China
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26
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BRM270 Inhibits the Proliferation of CD44 Positive Pancreatic Ductal Adenocarcinoma Cells via Downregulation of Sonic Hedgehog Signaling. EVIDENCE-BASED COMPLEMENTARY AND ALTERNATIVE MEDICINE 2019; 2019:8620469. [PMID: 31049070 PMCID: PMC6462339 DOI: 10.1155/2019/8620469] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/07/2018] [Revised: 11/26/2018] [Accepted: 01/16/2019] [Indexed: 02/08/2023]
Abstract
Pancreatic cancer has a poor survival rate as compared to other types of cancer. Surface marker CD44 plays important role in epithelial-mesenchymal transition and cancer stem cell phenotype. Therefore, targeting CD44 positive pancreatic cancer cells might enhance therapies effectiveness. Our previous studies indicated the antitumorigenesis effect of BRM270 in osteosarcoma, lung cancer, and glioblastoma; however there is no evidence on BRM270 impacts on pancreatic cancer growth. In this study, we investigated the effect of BRM270 on the isolated CD44 positive pancreatic ductal adenocarcinoma cells (CD44+ PDAC). Results showed that CD44 positive cells undergo apoptosis induced by BRM270. Moreover, BRM270 also inhibits stemness and metastasis traits in CD44+ PDAC via Sonic hedgehog signaling pathway and SALL4 expression. In vivo study indicated that tumor growth derived from CD44+ PDAC was suppressed as daily uptake by BRM270 5 mg/kg. These data suggest the alternative approach in antipancreatic tumorigenesis via herbal plants extract and selectively targeting CD44+ PDAC cells in tumor.
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27
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Fan J, Wei Q, Koay EJ, Liu Y, Ning B, Bernard PW, Zhang N, Han H, Katz MH, Zhao Z, Hu Y. Chemoresistance Transmission via Exosome-Mediated EphA2 Transfer in Pancreatic Cancer. Am J Cancer Res 2018; 8:5986-5994. [PMID: 30613276 PMCID: PMC6299429 DOI: 10.7150/thno.26650] [Citation(s) in RCA: 97] [Impact Index Per Article: 16.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2018] [Accepted: 10/04/2018] [Indexed: 12/18/2022] Open
Abstract
Rationale: Exosomes are small extracellular vesicles secreted by most cells that are found in blood and other bodily fluids, and which contain cytoplasmic material and membrane factors corresponding to their cell type of origin. Exosome membrane factors and contents have been reported to alter adjacent and distant cell behavior in multiple studies, but the impact of cancer-derived exosomes on chemoresistance is less clear. Methods: Exosomes isolated from three pancreatic cancer (PC) cell lines displaying variable gemcitabine (GEM) resistance (PANC-1, MIA PaCa-2, and BxPC-3) were tested for their capacity to transmit chemoresistance among these cell lines. Comparative proteomics was performed to identify key exosomal proteins that conferred chemoresistance. Cell survival was assessed in GEM responsive PC cell lines treated with recombinant Ephrin type-A receptor 2 (EphA2), a candidate chemoresistance transfer factor, or exosomes from a chemoresistant PC cell line treated with or without EphA2 shRNA. Results: Exosomes from chemoresistant PANC-1 cells increased the GEM resistance of MIA PaCa-2 and BxPC-3 cell cultures. Comparative proteomics determined that PANC-1 exosomes overexpressed Ephrin type-A receptor 2 (EphA2) versus exosomes of less chemoresistant PC cell lines MIA PaCa-2 and BxPC-3. EphA2-knockdown in PANC-1 cells inhibited their ability to transmit exosome-mediated chemoresistance to MIA PaCa-2 and BxPC-3, while treatment of MIA PaCa-2 and BxPC-3 cells with soluble EphA2 did not promote chemoresistance, indicating that membrane carried EphA2 was important for the EphA2 chemoresistance effect. Conclusion: Exosomal EphA2 expression could transmit chemoresistance and may potentially serve as a minimally-invasive predictive biomarker for PC treatment response. Further work should address whether additional exosomal factors regulate resistance to other cancer therapeutic agents for PC or other cancer types.
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28
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Coleman O, Henry M, O'Neill F, Roche S, Swan N, Boyle L, Murphy J, Meiller J, Conlon NT, Geoghegan J, Conlon KC, Lynch V, Straubinger NL, Straubinger RM, McVey G, Moriarty M, Meleady P, Clynes M. A Comparative Quantitative LC-MS/MS Profiling Analysis of Human Pancreatic Adenocarcinoma, Adjacent-Normal Tissue, and Patient-Derived Tumour Xenografts. Proteomes 2018; 6:proteomes6040045. [PMID: 30404163 PMCID: PMC6313850 DOI: 10.3390/proteomes6040045] [Citation(s) in RCA: 20] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2018] [Revised: 11/01/2018] [Accepted: 11/02/2018] [Indexed: 02/07/2023] Open
Abstract
Pancreatic ductal adenocarcinoma (PDAC) is one of the deadliest cancers worldwide; it develops in a relatively symptom-free manner, leading to rapid disease progression and metastasis, leading to a 5-year survival rate of less than 5%. A lack of dependable diagnostic markers and rapid development of resistance to conventional therapies are among the problems associated with management of the disease. A better understanding of pancreatic tumour biology and discovery of new potential therapeutic targets are important goals in pancreatic cancer research. This study describes the comparative quantitative LC-MS/MS proteomic analysis of the membrane-enriched proteome of 10 human pancreatic ductal adenocarcinomas, 9 matched adjacent-normal pancreas and patient-derived xenografts (PDXs) in mice (10 at F1 generation and 10 F2). Quantitative label-free LC-MS/MS data analysis identified 129 proteins upregulated, and 109 downregulated, in PDAC, compared to adjacent-normal tissue. In this study, analysing peptide MS/MS data from the xenografts, great care was taken to distinguish species-specific peptides definitively derived from human sequences, or from mice, which could not be distinguished. The human-only peptides from the PDXs are of particular value, since only human tumour cells survive, and stromal cells are replaced during engraftment in the mouse; this list is, therefore, enriched in tumour-associated proteins, some of which might be potential therapeutic or diagnostic targets. Using human-specific sequences, 32 proteins were found to be upregulated, and 113 downregulated in PDX F1 tumours, compared to primary PDAC. Differential expression of CD55 between PDAC and normal pancreas, and expression across PDX generations, was confirmed by Western blotting. These data indicate the value of using PDX models in PDAC research. This study is the first comparative proteomic analysis of PDAC which employs PDX models to identify patient tumour cell-associated proteins, in an effort to find robust targets for therapeutic treatment of PDAC.
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Affiliation(s)
- Orla Coleman
- National Institute for Cellular Biotechnology, Dublin City University, Glasnevin, Dublin 9, Ireland.
| | - Michael Henry
- National Institute for Cellular Biotechnology, Dublin City University, Glasnevin, Dublin 9, Ireland.
| | - Fiona O'Neill
- National Institute for Cellular Biotechnology, Dublin City University, Glasnevin, Dublin 9, Ireland.
| | - Sandra Roche
- National Institute for Cellular Biotechnology, Dublin City University, Glasnevin, Dublin 9, Ireland.
| | - Niall Swan
- St. Vincent's University Hospital, Dublin 4, Ireland.
| | | | - Jean Murphy
- St. Vincent's University Hospital, Dublin 4, Ireland.
| | - Justine Meiller
- National Institute for Cellular Biotechnology, Dublin City University, Glasnevin, Dublin 9, Ireland.
| | - Neil T Conlon
- National Institute for Cellular Biotechnology, Dublin City University, Glasnevin, Dublin 9, Ireland.
| | | | - Kevin C Conlon
- St. Vincent's University Hospital, Dublin 4, Ireland.
- Trinity College Dublin, College Green, Dublin 2, Ireland.
| | - Vincent Lynch
- National Institute for Cellular Biotechnology, Dublin City University, Glasnevin, Dublin 9, Ireland.
- St. Vincent's University Hospital, Dublin 4, Ireland.
| | - Ninfa L Straubinger
- Department of Pharmaceutical Sciences, University at Buffalo, State University of New York, Buffalo, NY 14214, USA.
| | - Robert M Straubinger
- Department of Pharmaceutical Sciences, University at Buffalo, State University of New York, Buffalo, NY 14214, USA.
| | - Gerard McVey
- St. Vincent's University Hospital, Dublin 4, Ireland.
- St. Luke's Hospital, Highfield Road, Rathgar, Dublin 6, Ireland.
| | - Michael Moriarty
- National Institute for Cellular Biotechnology, Dublin City University, Glasnevin, Dublin 9, Ireland.
- St. Luke's Hospital, Highfield Road, Rathgar, Dublin 6, Ireland.
| | - Paula Meleady
- National Institute for Cellular Biotechnology, Dublin City University, Glasnevin, Dublin 9, Ireland.
| | - Martin Clynes
- National Institute for Cellular Biotechnology, Dublin City University, Glasnevin, Dublin 9, Ireland.
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29
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Biondani G, Zeeberg K, Greco MR, Cannone S, Dando I, Dalla Pozza E, Mastrodonato M, Forciniti S, Casavola V, Palmieri M, Reshkin SJ, Cardone RA. Extracellular matrix composition modulates PDAC parenchymal and stem cell plasticity and behavior through the secretome. FEBS J 2018; 285:2104-2124. [PMID: 29660229 DOI: 10.1111/febs.14471] [Citation(s) in RCA: 31] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2017] [Revised: 03/05/2018] [Accepted: 04/06/2018] [Indexed: 12/17/2022]
Abstract
Pancreatic ductal adenocarcinoma (PDAC) is one of the most lethal cancers. Its aggressiveness is driven by an intense fibrotic desmoplastic reaction in which the increasingly collagen I-rich extracellular matrix (ECM) and several cell types, including cancer stem cells (CSCs), create a tumor-supportive environment. However, how ECM composition regulates CSC dynamics and their relationship with the principle parenchymal tumor population to promote early invasive growth is not yet characterized. For this, we utilized a platform of 3D organotypic cultures composed of laminin-rich Matrigel, representative of an early tumor, plus increasing concentrations of collagen I to simulate malignant stroma progression. As ECM collagen I increases, CSCs progress from a rapidly growing, vascular phenotype to a slower growing, avascular phase, while maintaining their endothelial-like gene signatures. This transition is supported autocrinically by the CSCs and paracrinically by the parenchymal cells via their ECM-dependent secretomes. Indeed, when growing on an early tumor ECM, the CSCs are dedicated toward the preparation of a vascular niche by (a) activating their growth program, (b) secreting high levels of proangiogenic factors which stimulate both angiogenesis and vasculogenic mimicry, and (c) overexpressing VEGFR-2, which is activated by VEGF secreted by both the CSC and parenchymal cells. On Matrigel, the more differentiated parenchymal tumor cell population had reduced growth but a high invasive capacity. This concerted high local invasion of parenchymal cells into the CSC-derived vascular network suggests that a symbiotic relationship between the parenchymal cells and the CSCs underlies the initiation and maintenance of early PDAC infiltration and metastasis.
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Affiliation(s)
- Giulia Biondani
- Department of Neuroscience, Biomedicine and Movement, Biochemistry Section, University of Verona, Italy
| | - Katrine Zeeberg
- Department of Biosciences, Biotechnology and Biopharmaceutics, University of Bari, Italy
| | - Maria Raffaella Greco
- Department of Biosciences, Biotechnology and Biopharmaceutics, University of Bari, Italy
| | - Stefania Cannone
- Department of Biosciences, Biotechnology and Biopharmaceutics, University of Bari, Italy
| | - Ilaria Dando
- Department of Neuroscience, Biomedicine and Movement, Biochemistry Section, University of Verona, Italy
| | - Elisa Dalla Pozza
- Department of Neuroscience, Biomedicine and Movement, Biochemistry Section, University of Verona, Italy
| | | | - Stefania Forciniti
- Department of Neuroscience, Biomedicine and Movement, Biochemistry Section, University of Verona, Italy
| | - Valeria Casavola
- Department of Biosciences, Biotechnology and Biopharmaceutics, University of Bari, Italy
| | - Marta Palmieri
- Department of Neuroscience, Biomedicine and Movement, Biochemistry Section, University of Verona, Italy
| | - Stephan Joel Reshkin
- Department of Biosciences, Biotechnology and Biopharmaceutics, University of Bari, Italy
| | - Rosa Angela Cardone
- Department of Biosciences, Biotechnology and Biopharmaceutics, University of Bari, Italy
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30
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Tataranni T, Agriesti F, Ruggieri V, Mazzoccoli C, Simeon V, Laurenzana I, Scrima R, Pazienza V, Capitanio N, Piccoli C. Rewiring carbohydrate catabolism differentially affects survival of pancreatic cancer cell lines with diverse metabolic profiles. Oncotarget 2018; 8:41265-41281. [PMID: 28476035 PMCID: PMC5522241 DOI: 10.18632/oncotarget.17172] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2016] [Accepted: 03/15/2017] [Indexed: 12/11/2022] Open
Abstract
An increasing body of evidence suggests that targeting cellular metabolism represents a promising effective approach to treat pancreatic cancer, overcome chemoresistance and ameliorate patient's prognosis and survival. In this study, following whole-genome expression analysis, we selected two pancreatic cancer cell lines, PANC-1 and BXPC-3, hallmarked by distinct metabolic profiles with specific concern to carbohydrate metabolism. Functional comparative analysis showed that BXPC-3 displayed a marked deficit of the mitochondrial respiratory and oxidative phosphorylation activity and a higher production of reactive oxygen species and a reduced NAD+/NADH ratio, indicating their bioenergetic reliance on glycolysis and a different redox homeostasis as compared to PANC-1. Both cell lines were challenged to rewire their metabolism by substituting glucose with galactose as carbon source, a condition inhibiting the glycolytic flux and fostering full oxidation of the sugar carbons. The obtained data strikingly show that the mitochondrial respiration-impaired-BXPC-3 cell line was unable to sustain the metabolic adaptation required by glucose deprivation/substitution, thereby resulting in a G2\M cell cycle shift, unbalance of the redox homeostasis, apoptosis induction. Conversely, the mitochondrial respiration-competent-PANC-1 cell line did not show clear evidence of cell sufferance. Our findings provide a strong rationale to candidate metabolism as a promising target for cancer therapy. Defining the metabolic features at time of pancreatic cancer diagnosis and likely of other tumors, appears to be crucial to predict the responsiveness to therapeutic approaches or coadjuvant interventions affecting metabolism.
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Affiliation(s)
- Tiziana Tataranni
- Laboratory of Pre-Clinical and Translational Research, IRCCS CROB, Referral Cancer Center of Basilicata, Rionero in Vulture, Italy
| | - Francesca Agriesti
- Laboratory of Pre-Clinical and Translational Research, IRCCS CROB, Referral Cancer Center of Basilicata, Rionero in Vulture, Italy
| | - Vitalba Ruggieri
- Laboratory of Pre-Clinical and Translational Research, IRCCS CROB, Referral Cancer Center of Basilicata, Rionero in Vulture, Italy
| | - Carmela Mazzoccoli
- Laboratory of Pre-Clinical and Translational Research, IRCCS CROB, Referral Cancer Center of Basilicata, Rionero in Vulture, Italy
| | - Vittorio Simeon
- Laboratory of Pre-Clinical and Translational Research, IRCCS CROB, Referral Cancer Center of Basilicata, Rionero in Vulture, Italy
| | - Ilaria Laurenzana
- Laboratory of Pre-Clinical and Translational Research, IRCCS CROB, Referral Cancer Center of Basilicata, Rionero in Vulture, Italy
| | - Rosella Scrima
- Department of Clinical and Experimental Medicine, University of Foggia, Foggia, Italy
| | - Valerio Pazienza
- Gastroenterology Unit, IRCCS "Casa Sollievo della Sofferenza", Hospital San Giovanni Rotondo (FG), Foggia, Italy
| | - Nazzareno Capitanio
- Department of Clinical and Experimental Medicine, University of Foggia, Foggia, Italy
| | - Claudia Piccoli
- Laboratory of Pre-Clinical and Translational Research, IRCCS CROB, Referral Cancer Center of Basilicata, Rionero in Vulture, Italy.,Department of Clinical and Experimental Medicine, University of Foggia, Foggia, Italy
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31
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Stern L, Giese N, Hackert T, Strobel O, Schirmacher P, Felix K, Gaida MM. Overcoming chemoresistance in pancreatic cancer cells: role of the bitter taste receptor T2R10. J Cancer 2018; 9:711-725. [PMID: 29556329 PMCID: PMC5858493 DOI: 10.7150/jca.21803] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2017] [Accepted: 11/26/2017] [Indexed: 12/14/2022] Open
Abstract
Bitter taste receptors (T2Rs) are G-protein coupled transmembrane proteins initially identified in the gustatory system as sensors for the taste of bitter. Recent evidence on expression of these receptors outside gustatory tissues suggested alternative functions, and there is growing interest of their potential role in cancer biology. In this study, we report for the first time, expression and functionality of the bitter receptor family member T2R10 in both human pancreatic ductal adenocarcinoma (PDAC) tissue and PDAC derived cell lines. Caffeine, a known ligand for T2R10, rendered the tumor cells more susceptible to two standard chemotherapeutics, Gemcitabine and 5-Fluoruracil. Knocking down T2R10 in the cell line BxPC-3 reduced the caffeine-induced effect. As possible underlying mechanism, we found that caffeine via triggering T2R10 inhibited Akt phosphorylation and subsequently downregulated expression of ABCG2, the so-called multi-drug resistance protein that participates in rendering cells resistant to a variety of chemotherapeutics. In conclusion, T2R10 is expressed in pancreatic cancer and it downmodulates the chemoresistance of the tumor cells.
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Affiliation(s)
- Louisa Stern
- Department of General, Visceral and Transplantation Surgery, University Hospital Heidelberg, Heidelberg, Germany
| | - Nathalia Giese
- Department of General, Visceral and Transplantation Surgery, University Hospital Heidelberg, Heidelberg, Germany
| | - Thilo Hackert
- Department of General, Visceral and Transplantation Surgery, University Hospital Heidelberg, Heidelberg, Germany
| | - Oliver Strobel
- Department of General, Visceral and Transplantation Surgery, University Hospital Heidelberg, Heidelberg, Germany
| | - Peter Schirmacher
- Institute of Pathology, University Hospital Heidelberg, Heidelberg, Germany
| | - Klaus Felix
- Department of General, Visceral and Transplantation Surgery, University Hospital Heidelberg, Heidelberg, Germany
| | - Matthias M Gaida
- Institute of Pathology, University Hospital Heidelberg, Heidelberg, Germany
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32
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Kim H, Park J, Wang JI, Kim Y. Recent advances in proteomic profiling of pancreatic ductal adenocarcinoma and the road ahead. Expert Rev Proteomics 2017; 14:963-971. [PMID: 28926720 DOI: 10.1080/14789450.2017.1382356] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/08/2023]
Abstract
INTRODUCTION Pancreatic ductal adenocarcinoma (PDAC) is one of the deadliest cancers worldwide. However, there remain many unmet clinical needs, from diagnosis to treatment strategies. The inherent complexity of the molecular characteristics of PDAC has made it difficult to meet these challenges, rendering proteomic profiling of PDAC a critical area of research. Area covered: In this review, we present recent advances in mass spectrometry (MS) and its current application in proteomic studies on PDAC. In addition, we discuss future directions for research that can efficiently incorporate current MS-based technologies that address key issues of PDAC proteomics. Expert commentary: Compared with other cancer studies, little progress has been made in PDAC proteomics, perhaps attributed to the difficulty in performing in-depth and large-scale clinical studies on PDAC. However, recent advances in mass spectrometry can advance PDAC proteomics past the fundamental research stage.
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Affiliation(s)
- Hyunsoo Kim
- a Department of Biomedical Sciences , Seoul National University College of Medicine , Yongon-Dong, Seoul 110-799 , Korea.,b Department of Biomedical Engineering , Seoul National University College of Medicine , Yongon-Dong, Seoul 110-799 , Korea.,c Institute of Medical and Biological Engineering, Medical Research Center, Seoul National University College of Medicine , Yongon-Dong, Seoul 110-799 , Korea
| | - Joonho Park
- b Department of Biomedical Engineering , Seoul National University College of Medicine , Yongon-Dong, Seoul 110-799 , Korea
| | - Joseph I Wang
- b Department of Biomedical Engineering , Seoul National University College of Medicine , Yongon-Dong, Seoul 110-799 , Korea
| | - Youngsoo Kim
- a Department of Biomedical Sciences , Seoul National University College of Medicine , Yongon-Dong, Seoul 110-799 , Korea.,b Department of Biomedical Engineering , Seoul National University College of Medicine , Yongon-Dong, Seoul 110-799 , Korea.,c Institute of Medical and Biological Engineering, Medical Research Center, Seoul National University College of Medicine , Yongon-Dong, Seoul 110-799 , Korea
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33
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Coleman O, Henry M, McVey G, Clynes M, Moriarty M, Meleady P. Proteomic strategies in the search for novel pancreatic cancer biomarkers and drug targets: recent advances and clinical impact. Expert Rev Proteomics 2016; 13:383-94. [PMID: 26985644 DOI: 10.1586/14789450.2016.1167601] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
Abstract
Pancreatic ductal adenocarcinoma (PDAC) is one of the deadliest cancers; despite a low incidence rate it is the fourth leading cause of cancer-related death in the world. Improvement of the diagnosis, prognosis and treatment remains the main focus of pancreatic cancer research. Rapid developments in proteomic technologies has improved our understanding of the pancreatic cancer proteome. Here, the authors summarise the recent proteomic strategies undertaken in the search for: novel biomarkers for early diagnosis, pancreatic cancer-specific proteins which may be used for novel targeted therapies and proteins which may be useful for monitoring disease progression post-therapy. Recent advances and findings discussed here provide great promise of having a significant clinical impact and improving the outcome of patients with this malignancy.
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Affiliation(s)
- Orla Coleman
- a Department of Proteomics, National Institute for Cellular Biotechnology , Dublin City University , Glasnevin , Dublin 9 , Ireland
| | - Michael Henry
- a Department of Proteomics, National Institute for Cellular Biotechnology , Dublin City University , Glasnevin , Dublin 9 , Ireland
| | - Gerard McVey
- b St. Lukes Hospital , Rathgar , Dublin 6 , Ireland
| | - Martin Clynes
- a Department of Proteomics, National Institute for Cellular Biotechnology , Dublin City University , Glasnevin , Dublin 9 , Ireland
| | - Michael Moriarty
- a Department of Proteomics, National Institute for Cellular Biotechnology , Dublin City University , Glasnevin , Dublin 9 , Ireland.,b St. Lukes Hospital , Rathgar , Dublin 6 , Ireland
| | - Paula Meleady
- a Department of Proteomics, National Institute for Cellular Biotechnology , Dublin City University , Glasnevin , Dublin 9 , Ireland
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34
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Vergara D, Simeone P, Franck J, Trerotola M, Giudetti A, Capobianco L, Tinelli A, Bellomo C, Fournier I, Gaballo A, Alberti S, Salzet M, Maffia M. Translating epithelial mesenchymal transition markers into the clinic: Novel insights from proteomics. EUPA OPEN PROTEOMICS 2016; 10:31-41. [PMID: 29900098 PMCID: PMC5988589 DOI: 10.1016/j.euprot.2016.01.003] [Citation(s) in RCA: 45] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/22/2015] [Revised: 11/30/2015] [Accepted: 01/05/2016] [Indexed: 12/15/2022]
Abstract
The growing understanding of the molecular mechanisms underlying epithelial-to-mesenchymal transition (EMT) may represent a potential source of clinical markers. Despite EMT drivers have not yet emerged as candidate markers in the clinical setting, their association with established clinical markers may improve their specificity and sensitivity. Mass spectrometry-based platforms allow analyzing multiple samples for the expression of EMT candidate markers, and may help to diagnose diseases or monitor treatment efficiently. This review highlights proteomic approaches applied to elucidate the differences between epithelial and mesenchymal tumors and describes how these can be used for target discovery and validation.
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Affiliation(s)
- Daniele Vergara
- Department of Biological and Environmental Sciences and Technologies, University of Salento, via Monteroni, 73100 Lecce, Italy.,Laboratory of Clinical Proteomic, "Giovanni Paolo II" Hospital, ASL-Lecce, Italy
| | - Pasquale Simeone
- Research Centre on Aging (Ce.S.I), Unit of Cytomorphology, "University G. d'Annunzio" Foundation, 66100 Chieti, Italy.,Department of Medicine and Aging Science, School of Medicine and Health Science, University "G. d'Annunzio" of Chieti-Pescara, 66100 Chieti, Italy
| | - Julien Franck
- U1192 INSERM, Laboratoire PRISM: Protéomique, Réponse Inflammatoire, Spectrométrie de Masse, Université Lille 1, Villeneuve D'Ascq, France
| | - Marco Trerotola
- Unit of Cancer Pathology, CeSI, Foundation University 'G. d'Annunzio', Chieti, Italy.,Department of Medical, Oral and Biotechnological Sciences, University "G. D'Annunzio" of Chieti-Pescara, 66100 Chieti, Italy
| | - Anna Giudetti
- Department of Biological and Environmental Sciences and Technologies, University of Salento, via Monteroni, 73100 Lecce, Italy
| | - Loredana Capobianco
- Department of Biological and Environmental Sciences and Technologies, University of Salento, via Monteroni, 73100 Lecce, Italy
| | - Andrea Tinelli
- Department of Gynecology and Obstetrics, Division of Experimental Endoscopic Surgery, Imaging, Minimally Invasive Therapy and Technology, "Vito Fazzi" Hospital, ASL-Lecce, Italy.,International Translational Medicine and Biomodelling Research Group, Department of Applied Mathematics, Moscow Institute of Physics and Technology (MIPT), State University, Moscow, Russia
| | - Claudia Bellomo
- Department of Medical Biochemistry and Microbiology and Ludwig Institute for Cancer Research, Science for Life Laboratory, Biomedical Center, Uppsala University, Box 582, SE 75 123 Uppsala, Sweden
| | - Isabelle Fournier
- U1192 INSERM, Laboratoire PRISM: Protéomique, Réponse Inflammatoire, Spectrométrie de Masse, Université Lille 1, Villeneuve D'Ascq, France
| | - Antonio Gaballo
- CNR NANOTEC-Institute of Nanotechnology, Polo di Nanotecnologia c/o Campus Ecotekne, via Monteroni, 73100 Lecce, Italy
| | - Saverio Alberti
- Unit of Cancer Pathology, CeSI, Foundation University 'G. d'Annunzio', Chieti, Italy
| | - Michel Salzet
- U1192 INSERM, Laboratoire PRISM: Protéomique, Réponse Inflammatoire, Spectrométrie de Masse, Université Lille 1, Villeneuve D'Ascq, France
| | - Michele Maffia
- Department of Biological and Environmental Sciences and Technologies, University of Salento, via Monteroni, 73100 Lecce, Italy.,Laboratory of Clinical Proteomic, "Giovanni Paolo II" Hospital, ASL-Lecce, Italy
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35
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Proteomics discovery of radioresistant cancer biomarkers for radiotherapy. Cancer Lett 2015; 369:289-97. [DOI: 10.1016/j.canlet.2015.09.013] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2015] [Revised: 09/08/2015] [Accepted: 09/23/2015] [Indexed: 12/28/2022]
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36
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Hayes AJ, Skouras C, Haugk B, Charnley RM. Keap1-Nrf2 signalling in pancreatic cancer. Int J Biochem Cell Biol 2015; 65:288-99. [PMID: 26117456 DOI: 10.1016/j.biocel.2015.06.017] [Citation(s) in RCA: 41] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2015] [Revised: 06/21/2015] [Accepted: 06/22/2015] [Indexed: 12/16/2022]
Abstract
Transcription factor NF-E2 p45-related factor 2 (Nrf2, also called Nfe2l2), a master regulator of redox homeostasis, and its dominant negative regulator, Kelch-like ECH-associated protein 1 (Keap1), together tightly control the expression of numerous detoxifying and antioxidant genes. Nrf2 and the 'antioxidant response element' (ARE)-driven genes it controls are frequently upregulated in pancreatic cancer and correlate with poor survival. Upregulation of Nrf2 is, at least in part, K-Ras oncogene-driven and contributes to pancreatic cancer proliferation and chemoresistance. In this review, we aim to provide an overview of Keap1-Nrf2 signalling as it relates to pancreatic cancer, discussing the effects of inhibiting Nrf2 or Nrf2/ARE effector proteins to increase chemosensitivity.
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Affiliation(s)
- Alastair J Hayes
- MRC Centre for Inflammation Research, University of Edinburgh, Queen's Medical Research Centre, Room C2.18, 47 Little France Crescent, Edinburgh, Scotland EH16 4TJ, United Kingdom.
| | - Christos Skouras
- School of Clinical Surgery, College of Medicine and Veterinary Medicine, University of Edinburgh, Room SU 305, Chancellor's Building, 49 Little France Crescent, Edinburgh, Scotland EH16 4SB, United Kingdom.
| | - Beate Haugk
- Department of Cellular Pathology, Newcastle upon Tyne Hospitals NHS Foundation Trust, Royal Victoria Infirmary, Queen Victoria Road, Newcastle upon Tyne, England NE1 4LP, United Kingdom.
| | - Richard M Charnley
- Department of Hepato-Pancreatico-Biliary Surgery, Newcastle upon Tyne Hospitals NHS Foundation Trust, Freeman Hospital, High Heaton, Newcastle upon Tyne, England NE7 7DN, United Kingdom.
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Abstract
Pancreatic cancer is one of the most lethal malignancies. Significant progresses have been made in understanding of pancreatic cancer pathogenesis, including appreciation of precursor lesions or premalignant pancreatic intraepithelial neoplasia (PanINs), description of sequential transformation from normal pancreatic tissue to invasive pancreatic cancer and identification of major genetic and epigenetic events and the biological impact of those events on malignant behavior. However, the currently used therapeutic strategies targeting tumor epithelial cells, which are potent in cell culture and animal models, have not been successful in the clinic. Presumably, therapeutic resistance of pancreatic cancer is at least in part due to its drastic desmoplasis, which is a defining hallmark for and circumstantially contributes to pancreatic cancer development and progression. Improved understanding of the dynamic interaction between cancer cells and the stroma is important to better understanding pancreatic cancer biology and to designing effective intervention strategies. This review focuses on the origination, evolution and disruption of stromal molecular and cellular components in pancreatic cancer, and their biological effects on pancreatic cancer pathogenesis.
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Affiliation(s)
- Dacheng Xie
- Department of Medical Oncology and Tumor Institute, Tongji University School of Medicine, Shanghai, People's Republic of China; Department of Gastroenterology, Hepatology and Nutrition, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Keping Xie
- Department of Medical Oncology and Tumor Institute, Tongji University School of Medicine, Shanghai, People's Republic of China; Department of Gastroenterology, Hepatology and Nutrition, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
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