1
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Malhotra P, Fyfe J, Emmanouilidi A, Casari I, Mellett NA, Huynh K, Pajic M, Greening DW, Meikle PJ, Falasca M. Oncogenic small extracellular vesicles enriched in sphingosine-1-phosphate play a crucial role in pancreatic cancer progression. Cell Signal 2025; 132:111775. [PMID: 40158707 DOI: 10.1016/j.cellsig.2025.111775] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2025] [Revised: 03/19/2025] [Accepted: 03/26/2025] [Indexed: 04/02/2025]
Abstract
Small extracellular vesicles (sEVs) from tumour cells mediate intercellular communication and signalling to regulate the progression of pancreatic ductal adenocarcinoma (PDAC). While we and others have shown that PDAC-derived sEVs comprise oncogenic protein and nucleic acid cargo, understanding the lipid landscape of these sEVs remains unknown. Lipids influence both the composition of sEVs and their roles in lipid metabolism and signalling pathways within the tumour microenvironment and tumorigenesis. We hypothesised that specific lipids in oncogenic sEVs might provide insights into PDAC. Comprehensive mass spectrometry-based lipidomic analysis was performed using liquid chromatography-electrospray ionisation-tandem mass spectrometry on sEVs isolated from PDAC and non-malignant pancreatic cell lines, patient-derived xenograft cell lines and plasma from the PDAC transgenic mouse model KPC (KRASWT/G12D/ TP53WT/R172H/Pdx1-Cre+/+). The sEV lipidomic analyses identified over 700 lipid species from 25 lipid classes and subclasses. Our results showed that, compared to non-malignant cells, PDAC-derived sEVs were enriched in specific lysophospholipids, particularly sphingosine-1-phosphate (S1P), a lipid known for its pivotal role in cancer pathogenesis. S1P enrichment was validated in plasma-derived sEVs from KPC mice compared to WT. To explore the functional implications of S1P enrichment, we conducted assays demonstrating that S1P in sEVs facilitated tubule formation in human microvascular endothelial cells and promoted cancer-associated fibroblast cell migration. We show that PDAC-derived sEVs are differentially enriched in specific lipids associated with cancer phenotype. Our findings highlight that PDAC-derived sEVs are enriched in specific lipids, particularly S1P, which plays a crucial role in promoting cancer progression.
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Affiliation(s)
- Pratibha Malhotra
- Curtin Medical Research Institute, Curtin Medical School, Curtin University, Perth, WA 6102, Australia
| | - Jordan Fyfe
- Curtin Medical Research Institute, Curtin Medical School, Curtin University, Perth, WA 6102, Australia
| | - Aikaterini Emmanouilidi
- Curtin Medical Research Institute, Curtin Medical School, Curtin University, Perth, WA 6102, Australia
| | - Ilaria Casari
- Curtin Medical Research Institute, Curtin Medical School, Curtin University, Perth, WA 6102, Australia
| | - Natalie A Mellett
- Metabolomics Laboratory, Baker Heart and Diabetes Institute, Melbourne, VIC 3004, Australia
| | - Kevin Huynh
- Metabolomics Laboratory, Baker Heart and Diabetes Institute, Melbourne, VIC 3004, Australia; Baker Department of Cardiovascular Research, Translation and Implementation, La Trobe University, Bundoora, VIC 3086, Australia; Baker Department of Cardiometabolic Health, University of Melbourne, Melbourne, Victoria, Australia
| | - Marina Pajic
- Translational Oncology Program, Garvan Institute of Medical Research, Sydney, NSW 2010, Australia; St. Vincent's Clinical School, Faculty of Medicine, UNSW Sydney, Sydney, NSW 2010, Australia
| | - David W Greening
- Baker Department of Cardiovascular Research, Translation and Implementation, La Trobe University, Bundoora, VIC 3086, Australia; Baker Department of Cardiometabolic Health, University of Melbourne, Melbourne, Victoria, Australia; Molecular Proteomics, Baker Heart and Diabetes Institute, Melbourne, Victoria, Australia; School of Translational Medicine, Monash University, Melbourne, Victoria, Australia
| | - Peter J Meikle
- Metabolomics Laboratory, Baker Heart and Diabetes Institute, Melbourne, VIC 3004, Australia; Baker Department of Cardiovascular Research, Translation and Implementation, La Trobe University, Bundoora, VIC 3086, Australia; Baker Department of Cardiometabolic Health, University of Melbourne, Melbourne, Victoria, Australia; School of Translational Medicine, Monash University, Melbourne, Victoria, Australia
| | - Marco Falasca
- University of Parma, Department of Medicine and Surgery, Via Volturno 39, 43125 Parma, Italy.
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2
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Dreyer SB, Beer P, Hingorani SR, Biankin AV. Improving outcomes of patients with pancreatic cancer. Nat Rev Clin Oncol 2025; 22:439-456. [PMID: 40329051 DOI: 10.1038/s41571-025-01019-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 04/04/2025] [Indexed: 05/08/2025]
Abstract
Research studies aimed at improving the outcomes of patients with pancreatic ductal adenocarcinoma (PDAC) have brought about limited progress, and in clinical practice, the optimized use of surgery, chemotherapy and supportive care have led to modest improvements in survival that have probably reached a plateau. As a result, PDAC is expected to be the second leading cause of cancer-related death in Western societies within a decade. The development of therapeutic advances in PDAC has been challenging owing to a lack of actionable molecular targets, a typically immunosuppressive microenvironment, and a disease course characterized by rapid progression and clinical deterioration. Yet, the progress in our understanding of PDAC and identification of novel therapeutic opportunities over the past few years is leading to a strong sense of optimism in the field. In this Perspective, we address the aforementioned challenges, including biological aspects of PDAC that make this malignancy particularly difficult to treat. We explore specific areas with potential for therapeutic advances, including targeting mutant KRAS, novel strategies to harness the antitumour immune response and approaches to early detection, and propose mechanisms to improve clinical trial design and to overcome various community and institutional barriers to progress.
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Affiliation(s)
- Stephan B Dreyer
- Wolfson Wohl Cancer Research Centre, Institute of Cancer Sciences, University of Glasgow, Garscube Estate, Glasgow, UK
- West of Scotland Hepato-Biliary and Pancreatic Unit, Glasgow Royal Infirmary, Glasgow, UK
- Department of Hepatobiliary Surgery, Royal Liverpool University Hospital, Liverpool, UK
| | - Philip Beer
- Wolfson Wohl Cancer Research Centre, Institute of Cancer Sciences, University of Glasgow, Garscube Estate, Glasgow, UK
- Hull York Medical School, University of York, York, UK
| | - Sunil R Hingorani
- Department of Internal Medicine, Division of Hemotology/Oncology, University of Nebraska Medical Center, Omaha, NE, USA
- Pancreatic Cancer Center of Excellence, University of Nebraska Medical Center, Omaha, NE, USA
| | - Andrew V Biankin
- Wolfson Wohl Cancer Research Centre, Institute of Cancer Sciences, University of Glasgow, Garscube Estate, Glasgow, UK.
- West of Scotland Hepato-Biliary and Pancreatic Unit, Glasgow Royal Infirmary, Glasgow, UK.
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3
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Kannen V, Olafsen NE, Das S, Giuliana P, Izzati FN, Choksi H, Åhrling SS, Cappello P, Teino I, Maimets T, Jaudzems K, Gulbinas A, Dambrauskas Z, Edgar LJ, Grant DM, Matthews J. Loss of aryl hydrocarbon receptor reduces pancreatic tumor growth by increasing immune cell infiltration. Biochem Pharmacol 2025; 236:116872. [PMID: 40090596 DOI: 10.1016/j.bcp.2025.116872] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2024] [Revised: 02/16/2025] [Accepted: 03/11/2025] [Indexed: 03/18/2025]
Abstract
Pancreatic ductal adenocarcinoma (PDAC) is a devastating disease which remains poorly understood. Increasing evidence suggests that the aryl hydrocarbon receptor (AHR) plays a role in the pathogenesis of several cancers; however, its role in PDAC is unclear because AHR exhibits both pro- and anti-tumor activities. Here we evaluated the role of AHR in CR705 and K8484 murine PDAC cells in vitro and CR705 cells in vivo. Loss of Ahr did not affect cell proliferation compared with Cas9 control cells and no differences in tumor development between CR705Cas9 and CR705AhrKO cells were observed in immunocompromised mice. Conversely, tumors from CR705AhrKO cells grew more slowly than tumors from CR705Cas9 cells in immune competent mice. RNA sequencing identified 1279 genes upregulated and 586 genes downregulated in CR705AhrKO tumors compared with CR705Cas9 tumors. Pathway analysis identified immunoregulatory interactions, interferon signaling, and chemokine signaling among the top upregulated pathways. Increased infiltration of CD45+ cells and higher numbers of CD8+ T cells and F4/80+ cells were observed in CR705AhrKO tumors. Ahr deficiency in macrophages (LysMCre) or lymphocytes (RorcCre) did not alter tumor development of CR705Cas9 cells compared with Ahrfl/fl mice. CR705AhrKO tumors in RorcCre mice, but not in LysMCre mice had significantly lower tumor weights normalized to body weights compared with CR705AhrKO tumors in WT mice. These findings show that Ahr loss in CR705 pancreatic cancer cells is sufficient to induce proinflammatory gene responses that contribute to increased immune cell infiltration and reduced tumor growth.
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MESH Headings
- Animals
- Receptors, Aryl Hydrocarbon/genetics
- Receptors, Aryl Hydrocarbon/deficiency
- Receptors, Aryl Hydrocarbon/metabolism
- Pancreatic Neoplasms/pathology
- Pancreatic Neoplasms/immunology
- Pancreatic Neoplasms/metabolism
- Pancreatic Neoplasms/genetics
- Mice
- Cell Line, Tumor
- Cell Proliferation/physiology
- Mice, Knockout
- Carcinoma, Pancreatic Ductal/immunology
- Carcinoma, Pancreatic Ductal/pathology
- Carcinoma, Pancreatic Ductal/genetics
- Carcinoma, Pancreatic Ductal/metabolism
- Mice, Inbred C57BL
- Lymphocytes, Tumor-Infiltrating/immunology
- Lymphocytes, Tumor-Infiltrating/metabolism
- Female
- Basic Helix-Loop-Helix Transcription Factors
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Affiliation(s)
- Vinicius Kannen
- Department of Pharmacology and Toxicology, University of Toronto, Canada
| | | | | | - Paolo Giuliana
- Department of Pharmacology and Toxicology, University of Toronto, Canada
| | - Fauzia N Izzati
- Department of Pharmacology and Toxicology, University of Toronto, Canada
| | - Hani Choksi
- Department of Pharmacology and Toxicology, University of Toronto, Canada
| | | | - Paola Cappello
- Department of Molecular Biotechnology and Health Sciences, University of Turin, Italy
| | - Indrek Teino
- Institute of Molecular and Cell Biology, University of Tartu, Estonia
| | - Toivo Maimets
- Institute of Molecular and Cell Biology, University of Tartu, Estonia
| | | | - Antanas Gulbinas
- Surgical Gastroenterology Laboratory, University of Health 6 Sciences, Lithuania
| | - Zilvinas Dambrauskas
- Surgical Gastroenterology Laboratory, University of Health 6 Sciences, Lithuania
| | - Landon J Edgar
- Department of Pharmacology and Toxicology, University of Toronto, Canada
| | - Denis M Grant
- Department of Pharmacology and Toxicology, University of Toronto, Canada
| | - Jason Matthews
- Department of Pharmacology and Toxicology, University of Toronto, Canada; Department of Nutrition, University of Oslo, Norway.
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4
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Ye CF, Wu JD, Li LR, Sun SG, Wang YG, Jiang TA, Long X, Zhao J. Co-inhibition of RAGE and TLR4 sensitizes pancreatic cancer to irreversible electroporation in mice by disrupting autophagy. Acta Pharmacol Sin 2025; 46:1757-1771. [PMID: 39953172 PMCID: PMC12098883 DOI: 10.1038/s41401-025-01487-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/29/2024] [Accepted: 01/16/2025] [Indexed: 02/17/2025]
Abstract
Irreversible electroporation (IRE) is a local ablative treatment for patients with pancreatic cancer. During the IRE procedure, high-intensity electric pulses are released intratumorally to disrupt plasma membranes and induce cell death. Since the intensity of the pulsed electric field (PEF) can be decreased by the tumor microenvironment, some cancer cells are subjected to a sublethal PEF and may survive to cause tumor recurrence later. Autophagy activation induced by anticancer therapies is known to promote treatment resistance. In this study, we investigated whether autophagy is activated in residual cancer cells after IRE and assessed the roles it plays during tumor recurrence. Subcutaneous KPC-A548 or Panc02 murine pancreatic cancer cell line xenograft mouse models were established; once the tumors reached 7 mm in one dimension, the tumor-bearing mice were subjected to IRE. For in vitro sublethal PEF treatment, the pancreatic cancer cell suspension was in direct contact with the electrodes and pulsed at room temperature. We showed that autophagy was activated in surviving residual cells, as evidenced by increased expression of LC3 and p62. Suppression of autophagy with hydroxychloroquine (60 mg/kg, daily intraperitoneal injection) markedly increased the efficacy of IRE. We demonstrated that autophagy activation can be attributed to increased expression of high-mobility group box 1 (HMGB1); co-inhibition of two HMGB1 receptors, receptor for advanced glycosylation end products (RAGE) and Toll-like receptor 4 (TLR4), suppressed autophagy activation by upregulating the PI3K/AKT/p70 ribosomal S6 protein kinase (p70S6K) axis and sensitized pancreatic cancer cells to PEF. We prepared a polymeric micelle formulation (M-R/T) encapsulating inhibitors of both RAGE and TLR4. The combination of IRE and M-R/T (equivalent to RAGE inhibitor at 10.4 mg/kg and TLR4 inhibitor at 5.7 mg/kg, intravenous or intraperitoneal injection every other day) significantly promoted tumor apoptosis, suppressed cell cycle progression, and prolonged animal survival in pancreatic tumor models. This study suggests that disruption of HMGB1-mediated autophagy with nanomedicine is a promising strategy to enhance the response of pancreatic cancer to IRE.
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Affiliation(s)
- Cui-Fang Ye
- Department of Histology and Embryology, School of Basic Medicine, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030, China
| | - Jia-di Wu
- Department of Anatomy, School of Basic Medicine, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030, China
| | - Lin-Rong Li
- Department of Anatomy, School of Basic Medicine, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030, China
| | - Shu-Guo Sun
- Department of Anatomy, School of Basic Medicine, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030, China
| | - Yu-Gang Wang
- Department of Biochemistry and Molecular Biology, School of Basic Medicine, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030, China
- Cell Architecture Research Center, Huazhong University of Science and Technology, Wuhan, 430030, China
| | - Tian-An Jiang
- Department of Ultrasound Medicine, The First Affiliated Hospital of Zhejiang University School of Medicine, Hangzhou, 310003, China.
| | - Xin Long
- Department of Histology and Embryology, School of Basic Medicine, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030, China.
| | - Jun Zhao
- Department of Anatomy, School of Basic Medicine, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030, China.
- Cell Architecture Research Center, Huazhong University of Science and Technology, Wuhan, 430030, China.
- Department of Nuclear Medicine and PET, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030, China.
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5
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Erreni M, Fumagalli MR, Marozzi M, Leone R, Parente R, D’Anna R, Doni A. From surfing to diving into the tumor microenvironment through multiparametric imaging mass cytometry. Front Immunol 2025; 16:1544844. [PMID: 40292277 PMCID: PMC12021836 DOI: 10.3389/fimmu.2025.1544844] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2024] [Accepted: 03/24/2025] [Indexed: 04/30/2025] Open
Abstract
The tumor microenvironment (TME) is a complex ecosystem where malignant and non-malignant cells cooperate and interact determining cancer progression. Cell abundance, phenotype and localization within the TME vary over tumor development and in response to therapeutic interventions. Therefore, increasing our knowledge of the spatiotemporal changes in the tumor ecosystem architecture is of importance to better understand the etiologic development of the neoplastic diseases. Imaging Mass Cytometry (IMC) represents the elective multiplexed imaging technology enabling the in-situ analysis of up to 43 different protein markers for in-depth phenotypic and spatial investigation of cells in their preserved microenvironment. IMC is currently applied in cancer research to define the composition of the cellular landscape and to identify biomarkers of predictive and prognostic significance with relevance in mechanisms of drug resistance. Herein, we describe the general principles and experimental workflow of IMC raising the informative potential in preclinical and clinical cancer research.
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Affiliation(s)
- Marco Erreni
- Unit of Multiscale and Nanostructural Imaging, IRCCS Humanitas Research Hospital, Rozzano, Milan, Italy
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, Milan, Italy
| | - Maria Rita Fumagalli
- Unit of Multiscale and Nanostructural Imaging, IRCCS Humanitas Research Hospital, Rozzano, Milan, Italy
| | - Matteo Marozzi
- Unit of Multiscale and Nanostructural Imaging, IRCCS Humanitas Research Hospital, Rozzano, Milan, Italy
| | - Roberto Leone
- Unit of Multiscale and Nanostructural Imaging, IRCCS Humanitas Research Hospital, Rozzano, Milan, Italy
| | - Raffaella Parente
- Unit of Multiscale and Nanostructural Imaging, IRCCS Humanitas Research Hospital, Rozzano, Milan, Italy
| | - Raffaella D’Anna
- Unit of Multiscale and Nanostructural Imaging, IRCCS Humanitas Research Hospital, Rozzano, Milan, Italy
| | - Andrea Doni
- Unit of Multiscale and Nanostructural Imaging, IRCCS Humanitas Research Hospital, Rozzano, Milan, Italy
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6
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Jia H, Chen X, Zhang L, Chen M. Cancer associated fibroblasts in cancer development and therapy. J Hematol Oncol 2025; 18:36. [PMID: 40156055 PMCID: PMC11954198 DOI: 10.1186/s13045-025-01688-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2025] [Accepted: 03/12/2025] [Indexed: 04/01/2025] Open
Abstract
Cancer-associated fibroblasts (CAFs) are key players in cancer development and therapy, and they exhibit multifaceted roles in the tumor microenvironment (TME). From their diverse cellular origins, CAFs undergo phenotypic and functional transformation upon interacting with tumor cells and their presence can adversely influence treatment outcomes and the severity of the cancer. Emerging evidence from single-cell RNA sequencing (scRNA-seq) studies have highlighted the heterogeneity and plasticity of CAFs, with subtypes identifiable through distinct gene expression profiles and functional properties. CAFs influence cancer development through multiple mechanisms, including regulation of extracellular matrix (ECM) remodeling, direct promotion of tumor growth through provision of metabolic support, promoting epithelial-mesenchymal transition (EMT) to enhance cancer invasiveness and growth, as well as stimulating cancer stem cell properties within the tumor. Moreover, CAFs can induce an immunosuppressive TME and contribute to therapeutic resistance. In this review, we summarize the fundamental knowledge and recent advances regarding CAFs, focusing on their sophisticated roles in cancer development and potential as therapeutic targets. We discuss various strategies to target CAFs, including ECM modulation, direct elimination, interruption of CAF-TME crosstalk, and CAF normalization, as approaches to developing more effective treatments. An improved understanding of the complex interplay between CAFs and TME is crucial for developing new and effective targeted therapies for cancer.
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Affiliation(s)
- Hongyuan Jia
- Department of Radiation Oncology, Sichuan Clinical Research Center for Cancer, Sichuan Cancer Hospital & Institute, Radiation Oncology Key Laboratory of Sichuan Province, Sichuan Cancer Center, University of Electronic Science and Technology of China, Chengdu, China
| | - Xingmin Chen
- Department of Radiation Oncology, Sichuan Clinical Research Center for Cancer, Sichuan Cancer Hospital & Institute, Radiation Oncology Key Laboratory of Sichuan Province, Sichuan Cancer Center, University of Electronic Science and Technology of China, Chengdu, China
| | - Linling Zhang
- Department of Respiratory and Critical Care, Chengdu Third People's Hospital, Chengdu, China
| | - Meihua Chen
- Department of Radiation Oncology, Sichuan Clinical Research Center for Cancer, Sichuan Cancer Hospital & Institute, Radiation Oncology Key Laboratory of Sichuan Province, Sichuan Cancer Center, University of Electronic Science and Technology of China, Chengdu, China.
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7
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Garg B, Khan S, Courelli AS, Panneerpandian P, Sheik Pran Babu D, Mose ES, Gulay KCM, Sharma S, Sood D, Wenzel AT, Martsinkovskiy A, Rajbhandari N, Patel J, Jaquish D, Esparza E, Jaque K, Aggarwal N, Lambies G, D’Ippolito A, Austgen K, Johnston B, Orlando DA, Jang GH, Gallinger S, Goodfellow E, Brodt P, Commisso C, Tamayo P, Mesirov JP, Tiriac H, Lowy AM. MICAL2 Promotes Pancreatic Cancer Growth and Metastasis. Cancer Res 2025; 85:1049-1063. [PMID: 39745352 PMCID: PMC11907191 DOI: 10.1158/0008-5472.can-24-0744] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2024] [Revised: 09/11/2024] [Accepted: 12/18/2024] [Indexed: 02/23/2025]
Abstract
Pancreatic ductal adenocarcinoma (PDAC) remains one of the deadliest solid cancers; thus, identifying more effective therapies is a major unmet need. In this study, we characterized the super-enhancer (SE) landscape of human PDAC to identify drivers of the disease that might be targetable. This analysis revealed MICAL2 as an SE-associated gene in human PDAC, which encodes the flavin monooxygenase enzyme that induces actin depolymerization and indirectly promotes serum response factor transcription by modulating the availability of serum response factor coactivators such as myocardin-related transcription factors (MRTF-A and MRTF-B). MICAL2 was overexpressed in PDAC, and high-MICAL2 expression correlated with poor patient prognosis. Transcriptional analysis revealed that MICAL2 upregulates KRAS and epithelial-mesenchymal transition signaling pathways, contributing to tumor growth and metastasis. In loss- and gain-of-function experiments in human and mouse PDAC cells, MICAL2 promoted both ERK1/2 and AKT activation. Consistent with its role in actin depolymerization and KRAS signaling, loss of MICAL2 also inhibited macropinocytosis. MICAL2, MRTF-A, and MRTF-B influenced PDAC cell proliferation and migration and promoted cell-cycle progression in vitro. Importantly, MICAL2 supported in vivo tumor growth and metastasis. Interestingly, MRTF-B, but not MRTF-A, phenocopied MICAL2-driven phenotypes in vivo. This study highlights the multiple ways in which MICAL2 affects PDAC biology and provides a foundation for future investigations into the potential of targeting MICAL2 for therapeutic intervention. Significance: Characterization of the epigenomic landscape of pancreatic cancer to identify early drivers of tumorigenesis uncovered MICAL2 as a super-enhancer-associated gene critical for tumor progression that represents a potential pharmacologic target.
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Affiliation(s)
- Bharti Garg
- Division of Surgical Oncology, Department of Surgery, Moores Cancer Center, University of California, San Diego, La Jolla, California
| | - Sohini Khan
- Division of Surgical Oncology, Department of Surgery, Moores Cancer Center, University of California, San Diego, La Jolla, California
| | - Asimina S. Courelli
- Division of Surgical Oncology, Department of Surgery, Moores Cancer Center, University of California, San Diego, La Jolla, California
| | - Ponmathi Panneerpandian
- Division of Surgical Oncology, Department of Surgery, Moores Cancer Center, University of California, San Diego, La Jolla, California
| | - Deepa Sheik Pran Babu
- Division of Surgical Oncology, Department of Surgery, Moores Cancer Center, University of California, San Diego, La Jolla, California
| | - Evangeline S. Mose
- Division of Surgical Oncology, Department of Surgery, Moores Cancer Center, University of California, San Diego, La Jolla, California
| | - Kevin Christian Montecillo Gulay
- Division of Surgical Oncology, Department of Surgery, Moores Cancer Center, University of California, San Diego, La Jolla, California
| | - Shweta Sharma
- Division of Surgical Oncology, Department of Surgery, Moores Cancer Center, University of California, San Diego, La Jolla, California
| | - Divya Sood
- Division of Surgical Oncology, Department of Surgery, Moores Cancer Center, University of California, San Diego, La Jolla, California
| | - Alexander T. Wenzel
- Department of Medicine, Moores Cancer Center, University of California, San Diego, La Jolla, California
| | - Alexei Martsinkovskiy
- Division of Surgical Oncology, Department of Surgery, Moores Cancer Center, University of California, San Diego, La Jolla, California
| | - Nirakar Rajbhandari
- Division of Surgical Oncology, Department of Surgery, Moores Cancer Center, University of California, San Diego, La Jolla, California
| | - Jay Patel
- Division of Surgical Oncology, Department of Surgery, Moores Cancer Center, University of California, San Diego, La Jolla, California
| | - Dawn Jaquish
- Division of Surgical Oncology, Department of Surgery, Moores Cancer Center, University of California, San Diego, La Jolla, California
| | - Edgar Esparza
- Division of Surgical Oncology, Department of Surgery, Moores Cancer Center, University of California, San Diego, La Jolla, California
| | - Katelin Jaque
- Division of Surgical Oncology, Department of Surgery, Moores Cancer Center, University of California, San Diego, La Jolla, California
| | - Neetu Aggarwal
- Division of Surgical Oncology, Department of Surgery, Moores Cancer Center, University of California, San Diego, La Jolla, California
| | - Guillem Lambies
- Cancer Metabolism and Microenvironment Program, NCI-Designated Cancer Center, Sanford Burnham Prebys Medical Discovery Institute, La Jolla, California
| | | | | | | | | | - Gun Ho Jang
- PanCuRx Translational Research Initiative, Ontario Institute for Cancer Research, Toronto, Canada
- Princess Margaret Cancer Centre, University Health Network, Toronto, Canada
| | - Steven Gallinger
- PanCuRx Translational Research Initiative, Ontario Institute for Cancer Research, Toronto, Canada
- Princess Margaret Cancer Centre, University Health Network, Toronto, Canada
| | - Elliot Goodfellow
- Department of Surgery, McGill University, Montreal, Canada
- Cancer Research Program, Research Institute of the McGill University Health Centre, Montreal, Canada
| | - Pnina Brodt
- Department of Surgery, McGill University, Montreal, Canada
- Cancer Research Program, Research Institute of the McGill University Health Centre, Montreal, Canada
- Department of Oncology, McGill University, Montreal, Canada
- Department of Medicine, McGill University, Montreal, Canada
| | - Cosimo Commisso
- Cancer Metabolism and Microenvironment Program, NCI-Designated Cancer Center, Sanford Burnham Prebys Medical Discovery Institute, La Jolla, California
| | - Pablo Tamayo
- Department of Medicine, Moores Cancer Center, University of California, San Diego, La Jolla, California
| | - Jill P. Mesirov
- Department of Medicine, Moores Cancer Center, University of California, San Diego, La Jolla, California
| | - Hervé Tiriac
- Division of Surgical Oncology, Department of Surgery, Moores Cancer Center, University of California, San Diego, La Jolla, California
| | - Andrew M. Lowy
- Division of Surgical Oncology, Department of Surgery, Moores Cancer Center, University of California, San Diego, La Jolla, California
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8
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Bosenberg M. Advances in Studying Cancer Immunology in Mice. Cold Spring Harb Perspect Med 2025; 15:a041682. [PMID: 38772704 PMCID: PMC11875087 DOI: 10.1101/cshperspect.a041682] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/23/2024]
Abstract
The recent rise in effective immuno-oncology therapies has increased demand for experimental approaches to model anticancer immunity. A variety of mouse models have been developed and used to study cancer immunology. These include mutagen-induced, genetically engineered, syngeneic, and other models of cancer immunology. These models each have the potential to define mechanistic aspects of anticancer immune responses, identify potential therapeutic targets, and serve as preclinical models for further therapeutic development. Specific benefits and liabilities are characteristic of particular cancer immunology modeling approaches. The optimal choice and utilization of models depends on the cancer immunology scientific question being addressed and can serve to increase mechanistic understanding and development of human immuno-oncology therapies.
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Affiliation(s)
- Marcus Bosenberg
- Departments of Dermatology, Pathology, and Immunobiology, Yale University, New Haven, Connecticut 06520, USA
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9
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Pretto S, Yu Q, Bourdely P, Trusso Cafarello S, Van Acker HH, Verelst J, Richiardone E, Vanheer L, Roshanzadeh A, Schneppenheim F, Cresens C, Sassano ML, Dehairs J, Carion M, Ismail S, Agostinis P, Rocha S, Bald T, Swinnen J, Corbet C, Lunt SY, Thienpont B, Di Matteo M, Mazzone M. A functional single-cell metabolic survey identifies Elovl1 as a target to enhance CD8 + T cell fitness in solid tumours. Nat Metab 2025; 7:508-530. [PMID: 40065102 PMCID: PMC11946891 DOI: 10.1038/s42255-025-01233-w] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/20/2024] [Accepted: 02/04/2025] [Indexed: 03/28/2025]
Abstract
Reprogramming T cell metabolism can improve intratumoural fitness. By performing a CRISPR/Cas9 metabolic survey in CD8+ T cells, we identified 83 targets and we applied single-cell RNA sequencing to disclose transcriptome changes associated with each metabolic perturbation in the context of pancreatic cancer. This revealed elongation of very long-chain fatty acids protein 1 (Elovl1) as a metabolic target to sustain effector functions and memory phenotypes in CD8+ T cells. Accordingly, Elovl1 inactivation in adoptively transferred T cells combined with anti-PD-1 showed therapeutic efficacy in resistant pancreatic and melanoma tumours. The accumulation of saturated long-chain fatty acids in Elovl1-deficient T cells destabilized INSIG1, leading to SREBP2 activation, increased plasma membrane cholesterol and stronger T cell receptor signalling. Elovl1-deficient T cells increased mitochondrial fitness and fatty acid oxidation, thus withstanding the metabolic stress imposed by the tumour microenvironment. Finally, ELOVL1 in CD8+ T cells correlated with anti-PD-1 response in patients with melanoma. Altogether, Elovl1 targeting synergizes with anti-PD-1 to promote effective T cell responses.
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Affiliation(s)
- Samantha Pretto
- Laboratory of Tumor Inflammation and Angiogenesis, Center for Cancer Biology, VIB, Leuven, Belgium
- Laboratory of Tumor Inflammation and Angiogenesis, Center for Cancer Biology, Department of Oncology, KU Leuven, Leuven, Belgium
| | - Qian Yu
- Laboratory for Functional Epigenetics, Department of Human Genetics, KU Leuven, Leuven, Belgium
| | - Pierre Bourdely
- Laboratory of Tumor Inflammation and Angiogenesis, Center for Cancer Biology, VIB, Leuven, Belgium
- Laboratory of Tumor Inflammation and Angiogenesis, Center for Cancer Biology, Department of Oncology, KU Leuven, Leuven, Belgium
| | - Sarah Trusso Cafarello
- Laboratory of Tumor Inflammation and Angiogenesis, Center for Cancer Biology, VIB, Leuven, Belgium
- Laboratory of Tumor Inflammation and Angiogenesis, Center for Cancer Biology, Department of Oncology, KU Leuven, Leuven, Belgium
| | - Heleen H Van Acker
- Laboratory of Tumor Inflammation and Angiogenesis, Center for Cancer Biology, VIB, Leuven, Belgium
- Laboratory of Tumor Inflammation and Angiogenesis, Center for Cancer Biology, Department of Oncology, KU Leuven, Leuven, Belgium
| | - Joren Verelst
- Laboratory of Tumor Inflammation and Angiogenesis, Center for Cancer Biology, VIB, Leuven, Belgium
- Laboratory of Tumor Inflammation and Angiogenesis, Center for Cancer Biology, Department of Oncology, KU Leuven, Leuven, Belgium
| | - Elena Richiardone
- Pole of Pharmacology and Therapeutics (FATH), Institut de Recherche Expérimentale et Clinique (IREC), UCLouvain, Brussels, Belgium
| | - Lotte Vanheer
- Laboratory of Tumor Inflammation and Angiogenesis, Center for Cancer Biology, VIB, Leuven, Belgium
- Laboratory of Tumor Inflammation and Angiogenesis, Center for Cancer Biology, Department of Oncology, KU Leuven, Leuven, Belgium
| | - Amir Roshanzadeh
- Department of Biochemistry and Molecular Biology, Michigan State University, East Lansing, MI, USA
| | - Franziska Schneppenheim
- Institute of Experimental Oncology (IEO), University Hospital Bonn, University of Bonn, Bonn, Germany
| | - Charlotte Cresens
- Molecular Imaging and Photonics Division, Chemistry Department, Faculty of Sciences, KU Leuven, Heverlee, Belgium
- VIB BioImaging Core, Leuven, Belgium
- VIB-KU Leuven Center for Brain & Disease Research, Leuven, Belgium
| | - Maria Livia Sassano
- Cell Death Research and Therapy Group, Department of Cellular and Molecular Medicine, KU Leuven, Leuven, Belgium
- VIB Center for Cancer Biology, Leuven, Belgium
| | - Jonas Dehairs
- Laboratory of Lipid Metabolism and Cancer, Department of Oncology, KU Leuven, Leuven, Belgium
| | - Martin Carion
- Department of Chemistry, KU Leuven, Heverlee, Belgium
| | - Shehab Ismail
- Department of Chemistry, KU Leuven, Heverlee, Belgium
| | - Patrizia Agostinis
- Cell Death Research and Therapy Group, Department of Cellular and Molecular Medicine, KU Leuven, Leuven, Belgium
- VIB Center for Cancer Biology, Leuven, Belgium
| | - Susana Rocha
- Molecular Imaging and Photonics Division, Chemistry Department, Faculty of Sciences, KU Leuven, Heverlee, Belgium
| | - Tobias Bald
- Institute of Experimental Oncology (IEO), University Hospital Bonn, University of Bonn, Bonn, Germany
| | - Johan Swinnen
- Laboratory of Lipid Metabolism and Cancer, Department of Oncology, KU Leuven, Leuven, Belgium
| | - Cyril Corbet
- Pole of Pharmacology and Therapeutics (FATH), Institut de Recherche Expérimentale et Clinique (IREC), UCLouvain, Brussels, Belgium
| | - Sophia Y Lunt
- Department of Biochemistry and Molecular Biology, Michigan State University, East Lansing, MI, USA
- Department of Chemical Engineering and Materials Science, Michigan State University, East Lansing, MI, USA
| | - Bernard Thienpont
- Laboratory for Functional Epigenetics, Department of Human Genetics, KU Leuven, Leuven, Belgium
| | - Mario Di Matteo
- Laboratory of Tumor Inflammation and Angiogenesis, Center for Cancer Biology, VIB, Leuven, Belgium
- Laboratory of Tumor Inflammation and Angiogenesis, Center for Cancer Biology, Department of Oncology, KU Leuven, Leuven, Belgium
| | - Massimiliano Mazzone
- Laboratory of Tumor Inflammation and Angiogenesis, Center for Cancer Biology, VIB, Leuven, Belgium.
- Laboratory of Tumor Inflammation and Angiogenesis, Center for Cancer Biology, Department of Oncology, KU Leuven, Leuven, Belgium.
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10
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Neyroud D, D'Lugos A, Trevino E, Callaway C, Lamm J, Laitano O, Poole B, Deyhle M, Brantley J, Le L, Judge A, Judge S. Local Inflammation Precedes Diaphragm Wasting and Fibrotic Remodelling in a Mouse Model of Pancreatic Cancer. J Cachexia Sarcopenia Muscle 2025; 16:e13668. [PMID: 39810606 PMCID: PMC11733308 DOI: 10.1002/jcsm.13668] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/29/2024] [Revised: 10/16/2024] [Accepted: 11/06/2024] [Indexed: 01/16/2025] Open
Abstract
BACKGROUND Cancer cachexia represents a debilitating muscle wasting condition that is highly prevalent in gastrointestinal cancers, including pancreatic ductal adenocarcinoma (PDAC). Cachexia is estimated to contribute to ~30% of cancer-related deaths, with deterioration of respiratory muscles suspected to be a key contributor to cachexia-associated morbidity and mortality. In recent studies, we identified fibrotic remodelling of respiratory accessory muscles as a key feature of human PDAC cachexia. METHODS To gain insight into mechanisms driving respiratory muscle wasting and fibrotic remodelling in response to PDAC, we conducted temporal histological and transcriptomic analyses on diaphragm muscles harvested from mice-bearing orthotopic murine pancreatic (KPC) tumours at time points reflective of precachexia (D8 and D10), mild-moderate cachexia (D12 and D14) and advanced cachexia (endpoint). RESULTS During the precachexia phase, diaphragms showed significant leukocyte infiltration (+3-fold to +13-fold; D8-endpoint vs. Sham, p < 0.05) and transcriptomic enrichment of inflammatory processes associated with tissue injury that remained increased through endpoint. Diaphragm inflammation was followed by increases in PDGFR-ɑ+ fibroadipogenic progenitors (+2.5 to +3.8-fold; D10-endpoint vs. Sham, p < 0.05), fibre atrophy (-16% to -24%, D12 to endpoint vs. Sham, p < 0.05), ECM expansion (+1.5 to +1.8-fold; D14-endpoint vs. Sham, p < 0.05), collagen accumulation (+3.8-fold; endpoint vs. Sham, p = 0.0013) and reductions in breathing frequency (-55%, p = 0.0074) and diaphragm excursion (-43%, p = 0.0006). These biological processes were supported by changes in the diaphragm transcriptome. Ingenuity pathway analysis predicted factors involved in inflammatory responses to tissue injury, including TGF-β1, angiotensin and PDGF BB, as top upstream regulators activated in diaphragms prior to and throughout cachexia progression, while PGC-1α and the insulin receptor were among the top upstream regulators predicted to be suppressed. The transcriptomic dataset further revealed progressive disturbances to networks involved in lipid, glucose and oxidative metabolism, activation of the unfolded protein response and neuromuscular junction remodelling associated with denervation. CONCLUSIONS In summary, our data support leukocyte infiltration and expansion of PDGFRα mesenchymal progenitors as early events that precede wasting and fibrotic remodelling of the diaphragm in response to PDAC that may also underlie metabolic disturbances, weakness and respiratory complications.
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Affiliation(s)
- Daria Neyroud
- Department of Physical TherapyUniversity of Florida Health Cancer CenterGainesvilleFloridaUSA
- Myology InstituteUniversity of FloridaGainesvilleFloridaUSA
- Institute of Sports SciencesUniversity of LausanneLausanneSwitzerland
| | - Andrew C. D'Lugos
- Department of Physical TherapyUniversity of Florida Health Cancer CenterGainesvilleFloridaUSA
- Myology InstituteUniversity of FloridaGainesvilleFloridaUSA
| | - Enrique J. Trevino
- Department of Physical TherapyUniversity of Florida Health Cancer CenterGainesvilleFloridaUSA
| | - Chandler S. Callaway
- Department of Physical TherapyUniversity of Florida Health Cancer CenterGainesvilleFloridaUSA
- Myology InstituteUniversity of FloridaGainesvilleFloridaUSA
| | - Jacqueline Lamm
- Department of Physical TherapyUniversity of Florida Health Cancer CenterGainesvilleFloridaUSA
| | - Orlando Laitano
- Myology InstituteUniversity of FloridaGainesvilleFloridaUSA
- Department of Applied Physiology and KinesiologyUniversity of FloridaGainesvilleFloridaUSA
| | - Brittney Poole
- Department of Physical TherapyUniversity of Florida Health Cancer CenterGainesvilleFloridaUSA
- Myology InstituteUniversity of FloridaGainesvilleFloridaUSA
- Department of Physiology and Aging, College of MedicineUniversity of FloridaGainesvilleFloridaUSA
| | - Michael R. Deyhle
- Department of Physical TherapyUniversity of Florida Health Cancer CenterGainesvilleFloridaUSA
- Myology InstituteUniversity of FloridaGainesvilleFloridaUSA
| | - Justina Brantley
- Department of Physical TherapyUniversity of Florida Health Cancer CenterGainesvilleFloridaUSA
| | - Lam Le
- Department of Physical TherapyUniversity of Florida Health Cancer CenterGainesvilleFloridaUSA
| | - Andrew R. Judge
- Department of Physical TherapyUniversity of Florida Health Cancer CenterGainesvilleFloridaUSA
- Myology InstituteUniversity of FloridaGainesvilleFloridaUSA
- Department of Physiology and Aging, College of MedicineUniversity of FloridaGainesvilleFloridaUSA
| | - Sarah M. Judge
- Department of Physical TherapyUniversity of Florida Health Cancer CenterGainesvilleFloridaUSA
- Myology InstituteUniversity of FloridaGainesvilleFloridaUSA
- Department of Physiology and Aging, College of MedicineUniversity of FloridaGainesvilleFloridaUSA
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11
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Garay MI, Mazo T, Ferrero V, Barotto NN, Lagares C, Granton MF, Moreira-Espinoza MJ, Cremonezzi DC, Comba A, Brunotto MN, Tolosa EJ, Fernandez-Zapico ME, Pasqualini ME. Novel inhibitory effect of Omega-3 fatty acids regulating pancreatic cancer progression. Carcinogenesis 2025; 46:bgae081. [PMID: 39742417 PMCID: PMC12097994 DOI: 10.1093/carcin/bgae081] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2024] [Revised: 12/19/2024] [Accepted: 12/31/2024] [Indexed: 01/03/2025] Open
Abstract
Pancreatic cancer is a devastating malignancy in great need of new and more effective treatment approaches. In recent years, studies have indicated that nutritional interventions, particularly nutraceuticals, may provide novel avenues to modulate cancer progression. Here, our study characterizes the impact of ω-3 polyunsaturated fatty acids, eicosapentaenoic acid, and docosahexaenoic acid, as a nutraceutical intervention in pancreatic cancer using a genetically engineered mouse model driven by KrasG12D and Trp53R172H. This model closely resembles human pancreatic carcinogenesis, offering a disease relevant platform for translational research. Our findings showed that ω-3 polyunsaturated fatty acids intervention (using a diet supplemented with 6% cod liver oil) significantly reduced tumor volume as well as lung and liver metastasis and a trend toward improved survival rate compared with control treated mice. This antitumoral effect was accompanied by distinct changes in tumor membrane fatty acid profile and eicosanoids release. Furthermore, the eicosapentaenoic acid and docosahexaenoic acid intervention also reduced malignant histological parameters and induced apoptosis without affecting cell proliferation. Of note is the significant reduction in tumor fibrosis that was associated with decreased levels of Sonic Hedgehog, a major ligand controlling this cellular compartment in pancreatic cancer. All together our results demonstrate the impact of eicosapentaenoic acid and docosahexaenoic acid as antitumor regulators in pancreatic cancer, suggesting potential for ω-3 polyunsaturated fatty acids as a possible antitumoral dietary intervention. This research opens new avenues for integrating nutraceutical strategies in pancreatic cancer management.
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Affiliation(s)
- María I Garay
- Instituto de Investigaciones en Ciencias de la Salud, INICSA (CONICET - FCM UNC), 5016 Córdoba, Argentina
- Instituto de Biología Celular y Cátedra de Biología Celular, Histología y Embriología, FCM-UNC, 5016 Córdoba, Argentina
| | - Tamara Mazo
- Instituto de Investigaciones en Ciencias de la Salud, INICSA (CONICET - FCM UNC), 5016 Córdoba, Argentina
- Instituto de Biología Celular y Cátedra de Biología Celular, Histología y Embriología, FCM-UNC, 5016 Córdoba, Argentina
| | - Victoria Ferrero
- Instituto de Investigaciones en Ciencias de la Salud, INICSA (CONICET - FCM UNC), 5016 Córdoba, Argentina
- Instituto de Biología Celular y Cátedra de Biología Celular, Histología y Embriología, FCM-UNC, 5016 Córdoba, Argentina
| | - Nelso N Barotto
- Instituto de Biología Celular y Cátedra de Biología Celular, Histología y Embriología, FCM-UNC, 5016 Córdoba, Argentina
| | - Clarisa Lagares
- Instituto de Investigaciones en Ciencias de la Salud, INICSA (CONICET - FCM UNC), 5016 Córdoba, Argentina
| | - María F Granton
- Instituto de Biología Celular y Cátedra de Biología Celular, Histología y Embriología, FCM-UNC, 5016 Córdoba, Argentina
| | - María J Moreira-Espinoza
- Instituto de Biología Celular y Cátedra de Biología Celular, Histología y Embriología, FCM-UNC, 5016 Córdoba, Argentina
| | - David C Cremonezzi
- Departamento de Patología, Hospital Nacional de Clínicas, FCM-UNC, 5000 Córdoba, Argentina
| | - Andrea Comba
- Department of Pathology, Division Neuropathology, Heersink School of Medicine, University of Alabama at Birmingham, Birmingham, AL, 35294, United States
| | - Mabel N Brunotto
- Instituto de Investigaciones en Ciencias de la Salud, INICSA (CONICET - FCM UNC), 5016 Córdoba, Argentina
- Departamento de Biología Bucal, Facultad de Odontología, UNC, 5016 Córdoba, Argentina
| | - Ezequiel J Tolosa
- Schulze Center for Novel Therapeutics, Mayo Clinic, Rochester, MN 55905, United States
| | | | - María E Pasqualini
- Instituto de Investigaciones en Ciencias de la Salud, INICSA (CONICET - FCM UNC), 5016 Córdoba, Argentina
- Instituto de Biología Celular y Cátedra de Biología Celular, Histología y Embriología, FCM-UNC, 5016 Córdoba, Argentina
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12
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Oyon D, Lopez-Pascual A, Castello-Uribe B, Uriarte I, Orsi G, Llorente S, Elurbide J, Adan-Villaescusa E, Valbuena-Goiricelaya E, Irigaray-Miramon A, Latasa MU, Martinez-Perez LA, Bonetti LR, Prosper F, Ponz-Sarvise M, Vicent S, Pineda-Lucena A, Ruiz-Clavijo D, Sangro B, Larracoechea UA, Tian TV, Casadei-Gardini A, Amat I, Arechederra M, Berasain C, Urman JM, Avila MA, Fernandez-Barrena MG. Targeting of the G9a, DNMT1 and UHRF1 epigenetic complex as an effective strategy against pancreatic ductal adenocarcinoma. J Exp Clin Cancer Res 2025; 44:13. [PMID: 39810240 PMCID: PMC11734372 DOI: 10.1186/s13046-024-03268-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2024] [Accepted: 12/24/2024] [Indexed: 01/16/2025] Open
Abstract
BACKGROUND Pancreatic ductal adenocarcinoma (PDAC) is a highly aggressive cancer with limited treatment options and a poor prognosis. The critical role of epigenetic alterations such as changes in DNA methylation, histones modifications, and chromatin remodeling, in pancreatic tumors progression is becoming increasingly recognized. Moreover, in PDAC these aberrant epigenetic mechanisms can also limit therapy efficacy. This study aimed to investigate the expression and prognostic significance of a key epigenetic complex encompassing DNA methyltransferase-1 (DNMT1), the histone methyltransferase G9a, and the scaffold protein UHRF1 in PDAC. We also evaluated the therapeutic potential of an innovative inhibitor targeting these epigenetic effectors. METHODS Immunohistochemical analysis of DNMT1, G9a, and UHRF1 expression was conducted in human PDAC tissue samples. Staining was semi-quantitatively scored, and overexpression was defined as moderate to strong positivity. The prognostic impact was assessed by correlating protein expression with patient survival. The antitumoral effects of the dual DNMT1-G9a inhibitor CM272 were tested in PDAC cell lines, followed by transcriptomic analyses to identify underlying mechanisms. The in vivo antitumoral efficacy of CM272 was evaluated in PDAC xenograft and syngeneic mouse models, both alone and in combination with anti-PD1 immunotherapy. RESULTS DNMT1, G9a, and UHRF1 were significantly overexpressed in PDAC cells and stroma compared to normal pancreatic tissues. Simultaneous overexpression of the three proteins was associated with significantly reduced survival in resected PDAC patients. CM272 exhibited potent antiproliferative activity in PDAC cell lines, inducing apoptosis and altering key metabolic and cell cycle-related genes. CM272 also enhanced chemotherapy sensitivity and significantly inhibited tumor growth in vivo without detectable toxicity. Combination of CM272 with anti-PD1 therapy further improved antitumor responses and immune cell infiltration, particularly CD4 + and CD8 + T cells. CONCLUSIONS The combined overexpression of DNMT1, G9a, and UHRF1 in PDAC is a strong predictor of poor prognosis. CM272, by targeting this epigenetic complex, shows promising therapeutic potential by inducing apoptosis, reprogramming metabolic pathways, and enhancing immune responses. The combination of CM272 with immunotherapy offers a novel, effective treatment strategy for PDAC.
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Affiliation(s)
- Daniel Oyon
- Department of Gastroenterology, Galdakao-Usansolo Hospital, Galdakao, Spain
- Biobizkaia Health Research Institute, Bizkaia, Spain
| | - Amaya Lopez-Pascual
- Hepatology Laboratory, Solid Tumors Program, CIMA, CCUN, University of Navarra, Pamplona, Spain
- Navarra Institute for Health Research, IdiSNA, Pamplona, Spain
| | - Borja Castello-Uribe
- Hepatology Laboratory, Solid Tumors Program, CIMA, CCUN, University of Navarra, Pamplona, Spain
| | - Iker Uriarte
- Hepatology Laboratory, Solid Tumors Program, CIMA, CCUN, University of Navarra, Pamplona, Spain
- CIBERehd, Instituto de Salud Carlos III, Madrid, Spain
| | - Giulia Orsi
- Oncology Department, University Hospital of Modena, Modena, Italy
- Department of Oncology, IRCCS San Raffaele Scientific Institute Hospital, Vita-Salute San Raffaele University, Milan, Italy
| | - Sofia Llorente
- Preclinical and Translational Research Program, Vall d'Hebron Institute of Oncology (VHIO), Barcelona, Spain
| | - Jasmin Elurbide
- Hepatology Laboratory, Solid Tumors Program, CIMA, CCUN, University of Navarra, Pamplona, Spain
- CIBERehd, Instituto de Salud Carlos III, Madrid, Spain
| | - Elena Adan-Villaescusa
- Hepatology Laboratory, Solid Tumors Program, CIMA, CCUN, University of Navarra, Pamplona, Spain
| | | | - Ainara Irigaray-Miramon
- Hepatology Laboratory, Solid Tumors Program, CIMA, CCUN, University of Navarra, Pamplona, Spain
| | - Maria Ujue Latasa
- Hepatology Laboratory, Solid Tumors Program, CIMA, CCUN, University of Navarra, Pamplona, Spain
| | - Luz A Martinez-Perez
- Hepatology Laboratory, Solid Tumors Program, CIMA, CCUN, University of Navarra, Pamplona, Spain
- Universidad de Guadalajara Centro Universitario de Ciencias de La Salud, Guadalajara, Mexico
| | - Luca Reggiani Bonetti
- Department of Medical and Surgical Sciences for Children and Adults, Division of Pathology University-Hospital of Modena and Reggio Emilia, Modena, Italy
| | - Felipe Prosper
- Navarra Institute for Health Research, IdiSNA, Pamplona, Spain
- Hemato-Oncology Program, CIMA, CCUN, University of Navarra, Pamplona, Spain
- CIBERonc, Instituto de Salud Carlos III, Madrid, Spain
| | - Mariano Ponz-Sarvise
- Navarra Institute for Health Research, IdiSNA, Pamplona, Spain
- CIBERonc, Instituto de Salud Carlos III, Madrid, Spain
- Departments of Oncology and Immunology, Clinica Universidad de Navarra, Pamplona, Spain
| | - Silvestre Vicent
- Navarra Institute for Health Research, IdiSNA, Pamplona, Spain
- CIBERonc, Instituto de Salud Carlos III, Madrid, Spain
- Oncogenes and Effector Targets Laboratory, Solid Tumors Program, CIMA, CCUN, University of Navarra, Pamplona, Spain
| | | | - David Ruiz-Clavijo
- Department of Gastroenterology and Hepatology, Navarra University Hospital Complex, Pamplona, Spain
| | - Bruno Sangro
- Navarra Institute for Health Research, IdiSNA, Pamplona, Spain
- CIBERehd, Instituto de Salud Carlos III, Madrid, Spain
- Hepatology Unit, Clínica Universidad de Navarra, CCUN, Pamplona, Spain
| | - Urko Aguirre Larracoechea
- Research Unit, Osakidetza Basque Health Service, Barrualde-Galdakao Integrated Health Organisation, Galdakao-Usansolo Hospital, Galdakao, Spain
| | - Tian V Tian
- Preclinical and Translational Research Program, Vall d'Hebron Institute of Oncology (VHIO), Barcelona, Spain
| | - Andrea Casadei-Gardini
- Oncology Department, University Hospital of Modena, Modena, Italy
- Department of Oncology, IRCCS San Raffaele Scientific Institute Hospital, Vita-Salute San Raffaele University, Milan, Italy
| | - Irene Amat
- Navarra Institute for Health Research, IdiSNA, Pamplona, Spain
- Department of Pathology, Navarra University Hospital Complex, Pamplona, Spain
| | - Maria Arechederra
- Hepatology Laboratory, Solid Tumors Program, CIMA, CCUN, University of Navarra, Pamplona, Spain
- Navarra Institute for Health Research, IdiSNA, Pamplona, Spain
- CIBERehd, Instituto de Salud Carlos III, Madrid, Spain
| | - Carmen Berasain
- Hepatology Laboratory, Solid Tumors Program, CIMA, CCUN, University of Navarra, Pamplona, Spain
- CIBERehd, Instituto de Salud Carlos III, Madrid, Spain
| | - Jesus M Urman
- Navarra Institute for Health Research, IdiSNA, Pamplona, Spain
- Department of Gastroenterology and Hepatology, Navarra University Hospital Complex, Pamplona, Spain
| | - Matias A Avila
- Hepatology Laboratory, Solid Tumors Program, CIMA, CCUN, University of Navarra, Pamplona, Spain
- Navarra Institute for Health Research, IdiSNA, Pamplona, Spain
- CIBERehd, Instituto de Salud Carlos III, Madrid, Spain
| | - Maite G Fernandez-Barrena
- Hepatology Laboratory, Solid Tumors Program, CIMA, CCUN, University of Navarra, Pamplona, Spain.
- Navarra Institute for Health Research, IdiSNA, Pamplona, Spain.
- CIBERehd, Instituto de Salud Carlos III, Madrid, Spain.
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13
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Kannen V, Rasmussen M, Das S, Giuliana P, Izzati FN, Choksi H, Erlingsson LAM, Olafsen NE, Åhrling SS, Cappello P, Teino I, Maimets T, Jaudzems K, Gulbinas A, Dambrauskas Z, Edgar LJ, Grant DM, Matthews J. Loss of Parp7 increases type I interferon signalling and reduces pancreatic tumour growth by enhancing immune cell infiltration. Front Immunol 2025; 15:1513595. [PMID: 39867896 PMCID: PMC11759301 DOI: 10.3389/fimmu.2024.1513595] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2024] [Accepted: 12/19/2024] [Indexed: 01/28/2025] Open
Abstract
Background Pancreatic ductal adenocarcinoma (PDAC) is one of the most lethal forms of cancer, and despite low incidence rates, it remains the sixth leading cause of cancer related deaths worldwide. Immunotherapy, which aims to enhance the immune system's ability to recognize and eliminate cancer cells, has emerged as a promising approach in the battle against PDAC. PARP7, a mono-ADP-ribosyltransferase, is a negative regulator of the type I interferon (IFN-I) pathway and has been reported to reduce anti-tumour immunity. Methods We used murine pancreatic cancer cells, CR705, CRISPR/Cas9, in vivo tumour models and spectral flow cytometry to determine the role of PARP7 in pancreatic tumour growth. Results Loss of Parp7 elevated the levels of interferon stimulated gene factor 3 (ISGF3) and its downstream target genes, even in the absence of STING. Cancer cells knocked out for Parp7 (CR705Parp7KO) produced smaller tumours than control cells (CR705Cas9) when injected into immunocompetent mice. Transcriptomic analyses revealed that CR705Parp7KO tumours had increased expression of genes involved in immunoregulatory interactions and interferon signalling pathways. Characterization of tumour infiltrating leukocyte (TIL) populations showed that CR705Parp7KO tumours had higher proportions of natural killer cells, CD8+ T cells and a lower proportion of anti-inflammatory macrophages (M2). The overall TIL profile of CR705Parp7KO tumours was suggestive of a less suppressive microenvironment. Conclusions Our data show that loss of Parp7 reduces PDAC tumour growth by increasing the infiltration of immune cells and enhancing anti-tumour immunity. These findings provide support to pursue PARP7 as a therapeutic target for cancer treatment.
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Affiliation(s)
- Vinicius Kannen
- Department of Pharmacology and Toxicology, University of Toronto, Toronto, ON, Canada
| | - Marit Rasmussen
- Department of Nutrition, Institute of Basic Medical Sciences, Faculty of Medicine, University of Oslo, Oslo, Norway
| | - Siddhartha Das
- Department of Nutrition, Institute of Basic Medical Sciences, Faculty of Medicine, University of Oslo, Oslo, Norway
| | - Paolo Giuliana
- Department of Pharmacology and Toxicology, University of Toronto, Toronto, ON, Canada
| | - Fauzia N. Izzati
- Department of Pharmacology and Toxicology, University of Toronto, Toronto, ON, Canada
| | - Hani Choksi
- Department of Pharmacology and Toxicology, University of Toronto, Toronto, ON, Canada
| | - Linnea A. M. Erlingsson
- Department of Nutrition, Institute of Basic Medical Sciences, Faculty of Medicine, University of Oslo, Oslo, Norway
| | - Ninni E. Olafsen
- Department of Nutrition, Institute of Basic Medical Sciences, Faculty of Medicine, University of Oslo, Oslo, Norway
| | - Samaneh S. Åhrling
- Department of Nutrition, Institute of Basic Medical Sciences, Faculty of Medicine, University of Oslo, Oslo, Norway
| | - Paola Cappello
- Department of Molecular Biotechnology and Health Sciences, University of Turin, Turin, Italy
| | - Indrek Teino
- Institute of Molecular and Cell Biology, University of Tartu, Tartu, Estonia
| | - Toivo Maimets
- Institute of Molecular and Cell Biology, University of Tartu, Tartu, Estonia
| | | | - Antanas Gulbinas
- Surgical Gastroenterology Laboratory, Institute for Digestive Research, Lithuanian University of Health of Sciences, Kaunas, Lithuania
| | - Zilvinas Dambrauskas
- Surgical Gastroenterology Laboratory, Institute for Digestive Research, Lithuanian University of Health of Sciences, Kaunas, Lithuania
| | - Landon J. Edgar
- Department of Pharmacology and Toxicology, University of Toronto, Toronto, ON, Canada
- Department of Chemistry, University of Toronto, Toronto, ON, Canada
- Department of Immunology, University of Toronto, Toronto, ON, Canada
| | - Denis M. Grant
- Department of Pharmacology and Toxicology, University of Toronto, Toronto, ON, Canada
| | - Jason Matthews
- Department of Pharmacology and Toxicology, University of Toronto, Toronto, ON, Canada
- Department of Nutrition, Institute of Basic Medical Sciences, Faculty of Medicine, University of Oslo, Oslo, Norway
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14
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Harary PM, Rajaram S, Chen MS, Hori YS, Park DJ, Chang SD. Genomic predictors of radiation response: recent progress towards personalized radiotherapy for brain metastases. Cell Death Discov 2024; 10:501. [PMID: 39695143 DOI: 10.1038/s41420-024-02270-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2024] [Revised: 12/03/2024] [Accepted: 12/09/2024] [Indexed: 12/20/2024] Open
Abstract
Radiotherapy remains a key treatment modality for both primary and metastatic brain tumors. Significant technological advances in precision radiotherapy, such as stereotactic radiosurgery and intensity-modulated radiotherapy, have contributed to improved clinical outcomes. Notably, however, molecular genetics is not yet widely used to inform brain radiotherapy treatment. By comparison, genetic testing now plays a significant role in guiding targeted therapies and immunotherapies, particularly for brain metastases (BM) of lung cancer, breast cancer, and melanoma. Given increasing evidence of the importance of tumor genetics to radiation response, this may represent a currently under-utilized means of enhancing treatment outcomes. In addition, recent studies have shown potentially actionable mutations in BM which are not present in the primary tumor. Overall, this suggests that further investigation into the pathways mediating radiation response variability is warranted. Here, we provide an overview of key mechanisms implicated in BM radiation resistance, including intrinsic and acquired resistance and intratumoral heterogeneity. We then discuss advances in tumor sampling methods, such as a collection of cell-free DNA and RNA, as well as progress in genomic analysis. We further consider how these tools may be applied to provide personalized radiotherapy for BM, including patient stratification, detection of radiotoxicity, and use of radiosensitization agents. In addition, we describe recent developments in preclinical models of BM and consider their relevance to investigating radiation response. Given the increase in clinical trials evaluating the combination of radiotherapy and targeted therapies, as well as the rising incidence of BM, it is essential to develop genomically informed approaches to enhance radiation response.
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Affiliation(s)
- Paul M Harary
- Department of Neurosurgery, Stanford University School of Medicine, Stanford, CA, USA
| | - Sanjeeth Rajaram
- Department of Neurosurgery, Stanford University School of Medicine, Stanford, CA, USA
| | - Maggie S Chen
- Department of Neurosurgery, Stanford University School of Medicine, Stanford, CA, USA
- Medical Scientist Training Program, Stanford University School of Medicine, Stanford, CA, USA
| | - Yusuke S Hori
- Department of Neurosurgery, Stanford University School of Medicine, Stanford, CA, USA
| | - David J Park
- Department of Neurosurgery, Stanford University School of Medicine, Stanford, CA, USA.
| | - Steven D Chang
- Department of Neurosurgery, Stanford University School of Medicine, Stanford, CA, USA
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15
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Li B, Ayala‐Orozco C, Si T, Zhou L, Wang Z, Martí AA, Tour JM. Divergent Syntheses of Near-Infrared Light-Activated Molecular Jackhammers for Cancer Cell Eradication. ADVANCED SCIENCE (WEINHEIM, BADEN-WURTTEMBERG, GERMANY) 2024; 11:e2405965. [PMID: 39400530 PMCID: PMC11615805 DOI: 10.1002/advs.202405965] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/30/2024] [Revised: 08/28/2024] [Indexed: 10/15/2024]
Abstract
Aminocyanines incorporating Cy7 and Cy7.5 moieties function as molecular jackhammers (MJH) through vibronic-driven action (VDA). This mechanism, which couples molecular vibrational and electronic modes, results in picosecond-scale concerted stretching of the entire molecule. When cell-associated and activated by near-infrared light, MJH mechanically disrupts cell membranes, causing rapid necrotic cell death. Unlike photodynamic and photothermal therapies, the ultrafast vibrational action of MJH is unhindered by high concentrations of reactive oxygen species scavengers and induces only a minimal temperature increase. Here, the efficient synthesis of a library of MJH is described using a practical approach to access a key intermediate and facilitating the preparation of various Cy7 and Cy7.5 MJH with diverse side chains in moderate to high yields. Photophysical characterization reveals that structural modifications significantly affect molar extinction coefficients and quantum yields while maintaining desirable absorption and emission wavelengths. The most promising compounds, featuring dimethylaminoethyl and dimethylcarbamoyl substitutions, demonstrate up to sevenfold improvement in phototherapeutic index compared to Cy7.5 amine across multiple cancer cell lines. This synthetic strategy provides a valuable platform for developing potent, light-activated therapeutic agents for cancer treatment, with potentially broad applicability across various cancer types.
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Affiliation(s)
- Bowen Li
- Department of ChemistryRice UniversityHoustonTX77005USA
| | | | - Tengda Si
- Department of ChemistryRice UniversityHoustonTX77005USA
| | - Lixin Zhou
- Department of ChemistryRice UniversityHoustonTX77005USA
| | - Zicheng Wang
- Department of ChemistryRice UniversityHoustonTX77005USA
| | - Angel A. Martí
- Department of ChemistryRice UniversityHoustonTX77005USA
- Department of BioengineeringRice UniversityHoustonTX77005USA
- Department of Materials Science and NanoengineeringRice UniversityHoustonTX77005USA
| | - James M. Tour
- Department of ChemistryRice UniversityHoustonTX77005USA
- Department of Materials Science and NanoengineeringRice UniversityHoustonTX77005USA
- Smalley‐Curl InstituteRice UniversityHoustonTX77005USA
- NanoCarbon Center and the Rice Advanced Materials InstituteRice UniversityHoustonTX77005USA
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16
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Dai Y, Li J, Wang T, Zhang X, Du P, Dong Y, Jiao Z. Self-assembled metal-polyphenolic based multifunctional nanomedicine to improve therapy treatment of pancreatic cancer by inhibition of glutamine metabolism. Colloids Surf B Biointerfaces 2024; 244:114162. [PMID: 39178515 DOI: 10.1016/j.colsurfb.2024.114162] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/25/2024] [Revised: 08/03/2024] [Accepted: 08/12/2024] [Indexed: 08/26/2024]
Abstract
Cancer poses a significant threat to human health and life. Chemotherapy, immunotherapy and chemodynamic therapy (CDT) are effective treatments for cancer. However, the presence of metabolic reprogramming via glutamine in tumor cells limits their therapeutic effectiveness. Herein, we propose an effective assembly strategy to synthesize a novel metal-polyphenolic based multifunctional nanomedicine (Fe-DBEF) containing Pluronic F127 stable ferric ion crosslinked epigallocatechin gallate (EGCG) nanoparticles loaded with GLS1 inhibitor bis-2-(5-phenylacetamino-1,3,4-thiadiazole-2-yl) ethyl sulfide (BPTES) and chemotherapy drug doxorubicin (DOX). Our study demonstrates that Fe-DBEF nanomedicine exhibits high efficiency anti-proliferation properties in pancreatic cancer through a combination of in vitro cell experiments, human organoid experiments and KPC animal experiments. Notably, Fe-DBEF nanomedicine can reduce the production of glutathione (GSH) in tumor cells, thereby reducing their resistance to ROS therapy. Additionally, excessive ROS production also aggravates DNA damage caused by DOX, synergistically sensitizing chemotherapy and promoting apoptosis for efficient treatment of pancreatic cancer. Overall, our findings suggest that inhibiting glutamine metabolism to increase the sensitivity of chemotherapy/CDT using metal-polyphenolic based multifunctional nanomedicine provides a promising combination of multiple therapeutic means for treating pancreatic cancer.
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Affiliation(s)
- Yiwei Dai
- Department of General Surgery, Lanzhou University Second Hospital, Lanzhou, China; The Second Clinical Medical School, Lanzhou University, Lanzhou, China
| | - Jieru Li
- Department of General Surgery, Lanzhou University Second Hospital, Lanzhou, China; The Second Clinical Medical School, Lanzhou University, Lanzhou, China
| | - Tao Wang
- Department of General Surgery, Lanzhou University Second Hospital, Lanzhou, China; The Second Clinical Medical School, Lanzhou University, Lanzhou, China
| | - Xinyu Zhang
- Department of General Surgery, Lanzhou University Second Hospital, Lanzhou, China; The Second Clinical Medical School, Lanzhou University, Lanzhou, China
| | - Pengcheng Du
- College of Chemistry and Chemical Engineering, Lanzhou University, Lanzhou, China
| | - Yuman Dong
- The Second Clinical Medical School, Lanzhou University, Lanzhou, China; Cuiying Biomedical Research Center, Lanzhou University Second Hospital, Lanzhou, China; Gansu Province High-Altitude High-Incidence Cancer Biobank, Lanzhou University Second Hospital, Lanzhou, China.
| | - Zuoyi Jiao
- Department of General Surgery, Lanzhou University Second Hospital, Lanzhou, China; The Second Clinical Medical School, Lanzhou University, Lanzhou, China; Cuiying Biomedical Research Center, Lanzhou University Second Hospital, Lanzhou, China; Gansu Province High-Altitude High-Incidence Cancer Biobank, Lanzhou University Second Hospital, Lanzhou, China.
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17
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Singhal A, Styers HC, Rub J, Li Z, Torborg SR, Kim JY, Grbovic-Huezo O, Feng H, Tarcan ZC, Ozkan HS, Hallin J, Basturk O, Yaeger R, Christensen JG, Betel D, Yan Y, Chio IIC, de Stanchina E, Tammela T. A Classical Epithelial State Drives Acute Resistance to KRAS Inhibition in Pancreatic Cancer. Cancer Discov 2024; 14:2122-2134. [PMID: 38975873 PMCID: PMC11624508 DOI: 10.1158/2159-8290.cd-24-0740] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2024] [Revised: 06/25/2024] [Accepted: 07/05/2024] [Indexed: 07/09/2024]
Abstract
Intratumoral heterogeneity in pancreatic ductal adenocarcinoma (PDAC) is characterized by a balance between basal and classical epithelial cancer cell states, with basal dominance associating with chemoresistance and a dismal prognosis. Targeting oncogenic KRAS, the primary driver of pancreatic cancer, shows early promise in clinical trials, but efficacy is limited by acquired resistance. Using genetically engineered mouse models and patient-derived xenografts, we find that basal PDAC cells are highly sensitive to KRAS inhibitors. Employing fluorescent and bioluminescent reporter systems, we longitudinally track cell-state dynamics in vivo and reveal a rapid, KRAS inhibitor-induced enrichment of the classical state. Lineage tracing uncovers that these enriched classical PDAC cells are a reservoir for disease relapse. Genetic or chemotherapy-mediated ablation of the classical cell state is synergistic with KRAS inhibition, providing a preclinical proof of concept for this therapeutic strategy. Our findings motivate combining classical state-directed therapies with KRAS inhibitors to deepen responses and counteract resistance in pancreatic cancer. Significance: KRAS inhibitors hold promise in pancreatic cancer, but responses are limited by acquired resistance. We find that a classical epithelial cancer cell state is acutely resistant to KRAS inhibition and serves as a reservoir for disease relapse. Targeting the classical state alongside KRAS inhibition deepens responses, revealing a potent therapeutic strategy. See related commentary by Marasco and Misale, p. 2018.
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Affiliation(s)
- Anupriya Singhal
- Cancer Biology and Genetics Program, Sloan Kettering Institute, Memorial Sloan Kettering Cancer Center, New York, New York, USA
- David M. Rubenstein Center for Pancreatic Cancer, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Gastrointestinal Oncology Service, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Hannah C. Styers
- Cancer Biology and Genetics Program, Sloan Kettering Institute, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Jonathan Rub
- Cancer Biology and Genetics Program, Sloan Kettering Institute, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Zhuxuan Li
- Cancer Biology and Genetics Program, Sloan Kettering Institute, Memorial Sloan Kettering Cancer Center, New York, New York, USA
- Weill Cornell Graduate School of Medical Science, Weill Cornell Medicine, New York, New York, USA
| | - Stefan R. Torborg
- Cancer Biology and Genetics Program, Sloan Kettering Institute, Memorial Sloan Kettering Cancer Center, New York, New York, USA
- Weill Cornell/Rockefeller/Sloan Kettering Tri-Institutional MD-PhD Program, New York, NY, USA
| | - Jung Yun Kim
- Cancer Biology and Genetics Program, Sloan Kettering Institute, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Olivera Grbovic-Huezo
- Cancer Biology and Genetics Program, Sloan Kettering Institute, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Huijin Feng
- Institute for Cancer Genetics, Department of Genetics and Development and Herbert Irving Comprehensive Cancer Center, Columbia University Irving Medical Center, New York, New York
| | - Zeynep Cagla Tarcan
- David M. Rubenstein Center for Pancreatic Cancer, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Hulya Sahin Ozkan
- David M. Rubenstein Center for Pancreatic Cancer, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Jill Hallin
- Mirati Therapeutics, San Diego, California 92121, USA
| | - Olca Basturk
- David M. Rubenstein Center for Pancreatic Cancer, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Rona Yaeger
- Gastrointestinal Oncology Service, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | | | - Doron Betel
- Institute for Computational Biomedicine, Weill Cornell Medicine, New York, NY, USA
- Department of Medicine, Division of Hematology & Oncology, Weill Cornell Medicine, New York, NY, USA
| | - Yan Yan
- Cancer Biology and Genetics Program, Sloan Kettering Institute, Memorial Sloan Kettering Cancer Center, New York, New York, USA
- Current address: College of Biomedicine and Health and College of Life Science and Technology, Huazhong Agricultural University, Wuhan, Hubei 430070, China
- Current address: Hubei Hongshan Laboratory, Wuhan, Hubei 430070, China
| | - Iok In Christine Chio
- Institute for Cancer Genetics, Department of Genetics and Development and Herbert Irving Comprehensive Cancer Center, Columbia University Irving Medical Center, New York, New York
| | - Elisa de Stanchina
- Cancer Biology and Genetics Program, Sloan Kettering Institute, Memorial Sloan Kettering Cancer Center, New York, New York, USA
- Antitumor Assessment Core Facility, Molecular Pharmacology Program, MSKCC
| | - Tuomas Tammela
- Cancer Biology and Genetics Program, Sloan Kettering Institute, Memorial Sloan Kettering Cancer Center, New York, New York, USA
- David M. Rubenstein Center for Pancreatic Cancer, Memorial Sloan Kettering Cancer Center, New York, NY, USA
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18
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Li L, Wazir J, Huang Z, Wang Y, Wang H. A comprehensive review of animal models for cancer cachexia: Implications for translational research. Genes Dis 2024; 11:101080. [PMID: 39220755 PMCID: PMC11364047 DOI: 10.1016/j.gendis.2023.101080] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2023] [Revised: 06/14/2023] [Accepted: 07/24/2023] [Indexed: 09/04/2024] Open
Abstract
Cancer cachexia is a multifactorial syndrome characterized by progressive weight loss and a disease process that nutritional support cannot reverse. Although progress has been made in preclinical research, there is still a long way to go in translating research findings into clinical practice. One of the main reasons for this is that existing preclinical models do not fully replicate the conditions seen in clinical patients. Therefore, it is important to understand the characteristics of existing preclinical models of cancer cachexia and pay close attention to the latest developments in preclinical models. The main models of cancer cachexia used in current research are allogeneic and xenograft models, genetically engineered mouse models, chemotherapy drug-induced models, Chinese medicine spleen deficiency models, zebrafish and Drosophila models, and cellular models. This review aims to revisit and summarize the commonly used animal models of cancer cachexia by evaluating existing preclinical models, to provide tools and support for translational medicine research.
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Affiliation(s)
- Li Li
- State Key Laboratory of Analytical Chemistry for Life Science, Medical School, Nanjing University, Nanjing, Jiangsu 210093, China
- Center for Translational Medicine and Jiangsu Key Laboratory of Molecular Medicine, Medical School, Nanjing University, Nanjing, Jiangsu 210093, China
| | - Junaid Wazir
- State Key Laboratory of Analytical Chemistry for Life Science, Medical School, Nanjing University, Nanjing, Jiangsu 210093, China
- Center for Translational Medicine and Jiangsu Key Laboratory of Molecular Medicine, Medical School, Nanjing University, Nanjing, Jiangsu 210093, China
| | - Zhiqiang Huang
- State Key Laboratory of Analytical Chemistry for Life Science, Medical School, Nanjing University, Nanjing, Jiangsu 210093, China
- Center for Translational Medicine and Jiangsu Key Laboratory of Molecular Medicine, Medical School, Nanjing University, Nanjing, Jiangsu 210093, China
| | - Yong Wang
- State Key Laboratory of Analytical Chemistry for Life Science, Medical School, Nanjing University, Nanjing, Jiangsu 210093, China
- Center for Translational Medicine and Jiangsu Key Laboratory of Molecular Medicine, Medical School, Nanjing University, Nanjing, Jiangsu 210093, China
| | - Hongwei Wang
- State Key Laboratory of Analytical Chemistry for Life Science, Medical School, Nanjing University, Nanjing, Jiangsu 210093, China
- Center for Translational Medicine and Jiangsu Key Laboratory of Molecular Medicine, Medical School, Nanjing University, Nanjing, Jiangsu 210093, China
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19
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Alakonya H, Koustoulidou S, Hopkins SL, Veal M, Ajenjo J, Sneddon D, Dias G, Mosley M, Baguña Torres J, Amoroso F, Anderson A, Banham AH, Cornelissen B. Molecular Imaging of p53 in Mouse Models of Cancer Using a Radiolabeled Antibody TAT Conjugate with SPECT. J Nucl Med 2024; 65:1626-1632. [PMID: 39266290 PMCID: PMC11448609 DOI: 10.2967/jnumed.124.267736] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2024] [Accepted: 08/02/2024] [Indexed: 09/14/2024] Open
Abstract
Mutations of p53 protein occur in over half of all cancers, with profound effects on tumor biology. We present the first-to our knowledge-method for noninvasive visualization of p53 in tumor tissue in vivo, using SPECT, in 3 different models of cancer. Methods: Anti-p53 monoclonal antibodies were conjugated to the cell-penetrating transactivator of transcription (TAT) peptide and a metal ion chelator and then radiolabeled with 111In to allow SPECT imaging. 111In-anti-p53-TAT conjugates were retained longer in cells overexpressing p53-specific than non-p53-specific 111In-mIgG (mouse IgG from murine plasma)-TAT controls, but not in null p53 cells. Results: In vivo SPECT imaging showed enhanced uptake of 111In-anti-p53-TAT, versus 111In-mIgG-TAT, in high-expression p53R175H and medium-expression wild-type p53 but not in null p53 tumor xenografts. The results were confirmed in mice bearing genetically engineered KPC mouse-derived pancreatic ductal adenocarcinoma tumors. Imaging with 111In-anti-p53-TAT was possible in KPC mice bearing spontaneous p53R172H pancreatic ductal adenocarcinoma tumors. Conclusion: We demonstrate the feasibility of noninvasive in vivo molecular imaging of p53 in tumor tissue using a radiolabeled TAT-modified monoclonal antibody.
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Affiliation(s)
- Hudson Alakonya
- Department of Oncology, Oxford Institute for Radiation Oncology, University of Oxford, Oxford, United Kingdom
| | - Sofia Koustoulidou
- Department of Oncology, Oxford Institute for Radiation Oncology, University of Oxford, Oxford, United Kingdom
| | - Samantha L Hopkins
- Department of Oncology, Oxford Institute for Radiation Oncology, University of Oxford, Oxford, United Kingdom
| | - Mathew Veal
- Department of Oncology, Oxford Institute for Radiation Oncology, University of Oxford, Oxford, United Kingdom
| | - Javier Ajenjo
- Department of Oncology, Oxford Institute for Radiation Oncology, University of Oxford, Oxford, United Kingdom
| | - Deborah Sneddon
- Department of Oncology, Oxford Institute for Radiation Oncology, University of Oxford, Oxford, United Kingdom
- Department of Chemistry, University of Oxford, Oxford, United Kingdom
| | - Gemma Dias
- Department of Oncology, Oxford Institute for Radiation Oncology, University of Oxford, Oxford, United Kingdom
| | - Michael Mosley
- Department of Oncology, Oxford Institute for Radiation Oncology, University of Oxford, Oxford, United Kingdom
| | - Julia Baguña Torres
- Department of Oncology, Oxford Institute for Radiation Oncology, University of Oxford, Oxford, United Kingdom
| | - Francesca Amoroso
- Department of Oncology, Oxford Institute for Radiation Oncology, University of Oxford, Oxford, United Kingdom
| | - Amanda Anderson
- Nuffield Division of Clinical Laboratory Sciences, Radcliffe Department of Medicine, University of Oxford, Oxford, United Kingdom; and
| | - Alison H Banham
- Nuffield Division of Clinical Laboratory Sciences, Radcliffe Department of Medicine, University of Oxford, Oxford, United Kingdom; and
| | - Bart Cornelissen
- Department of Oncology, Oxford Institute for Radiation Oncology, University of Oxford, Oxford, United Kingdom;
- Nuclear Medicine and Molecular Imaging, University Medical Centre Groningen, University of Groningen, Groningen, The Netherlands
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20
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Standley A, Xie J, Lau AW, Grote L, Gifford AJ. Working with Miraculous Mice: Mus musculus as a Model Organism. Curr Protoc 2024; 4:e70021. [PMID: 39435766 DOI: 10.1002/cpz1.70021] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2024]
Abstract
The laboratory mouse has been described as a "miracle" model organism, providing a window by which we may gain an understanding of ourselves. Since the first recorded mouse experiment in 1664, the mouse has become the most used animal model in biomedical research. Mice are ideally suited as a model organism because of their small size, short gestation period, large litter size, and genetic similarity to humans. This article provides a broad overview of the laboratory mouse as a model organism and is intended for undergraduates and those new to working with mice. We delve into the history of the laboratory mouse and outline important terminology to accurately describe research mice. The types of laboratory mice available to researchers are reviewed, including outbred stocks, inbred strains, immunocompromised mice, and genetically engineered mice. The critical role mice have played in advancing knowledge in the areas of oncology, immunology, and pharmacology is highlighted by examining the significant contribution of mice to Nobel Prize winning research. International mouse mutagenesis programs and accurate phenotyping of mouse models are outlined. We also explain important considerations for working with mice, including animal ethics; the welfare principles of replacement, refinement, and reduction; and the choice of mouse model in experimental design. Finally, we present practical advice for maintaining a mouse colony, which involves adequate training of staff, the logistics of mouse housing, monitoring colony health, and breeding strategies. Useful resources for working with mice are also listed. The aim of this overview is to equip the reader with a broad appreciation of the enormous potential and some of the complexities of working with the laboratory mouse in a quest to improve human health. © 2024 The Author(s). Current Protocols published by Wiley Periodicals LLC.
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Affiliation(s)
- Anick Standley
- Children's Cancer Institute, Lowy Cancer Research Centre, UNSW Sydney, Sydney, NSW, Australia
| | - Jinhan Xie
- Children's Cancer Institute, Lowy Cancer Research Centre, UNSW Sydney, Sydney, NSW, Australia
| | - Angelica Wy Lau
- Garvan Institute of Medical Research, St Vincent's Clinical School, Darlinghurst, NSW, Australia
| | - Lauren Grote
- Children's Cancer Institute, Lowy Cancer Research Centre, UNSW Sydney, Sydney, NSW, Australia
| | - Andrew J Gifford
- Children's Cancer Institute, Lowy Cancer Research Centre, UNSW Sydney, Sydney, NSW, Australia
- Anatomical Pathology, NSW Heath Pathology, Prince of Wales Hospital, Randwick, NSW, Australia
- School of Clinical Medicine, UNSW Medicine & Health, UNSW Sydney, Sydney, NSW, Australia
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21
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Minaei E, Ranson M, Aghmesheh M, Sluyter R, Vine KL. Enhancing pancreatic cancer immunotherapy: Leveraging localized delivery strategies through the use of implantable devices and scaffolds. J Control Release 2024; 373:145-160. [PMID: 38996923 DOI: 10.1016/j.jconrel.2024.07.023] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2024] [Revised: 07/03/2024] [Accepted: 07/09/2024] [Indexed: 07/14/2024]
Abstract
Pancreatic cancer (PC) remains the predominant type of upper gastrointestinal tract cancer, associated with heightened morbidity and a survival rate below 12%. While immunotherapy has brought about transformative changes in the standards of care for most solid tumors, its application in PC is hindered by the ''cold tumor'' microenvironment, marked by the presence of immunosuppressive cells. Modest response rates in PC are attributed, in part to, the fibrotic stroma that obstructs the delivery of systemic immunotherapy. Furthermore, the occurrence of immune-related adverse events (iRAEs) often necessitates the use of sub-therapeutic doses or treatment discontinuation. In the pursuit of innovative approaches to enhance the effectiveness of immunotherapy for PC, implantable drug delivery devices and scaffolds emerge as promising strategies. These technologies offer the potential for sustained drug delivery directly to the tumor site, overcoming stromal barriers, immunosuppression, T cell exclusion, immunotherapy resistance, optimizing drug dosage, and mitigating systemic toxicity. This review offers a comprehensive exploration of pancreatic ductal adenocarcinoma (PDAC), the most common and aggressive form of PC, accompanied by a critical analysis of the challenges the microenvironment presents to the development of successful combinational immunotherapy approaches. Despite efforts, these approaches have thus far fallen short in enhancing treatment outcomes for PDAC. The review will subsequently delve into the imperative need for refining delivery strategies, providing an examination of past and ongoing studies in the field of localized immunotherapy for PDAC. Addressing these issues will lay the groundwork for the development of effective new therapies, thereby enhancing treatment response, patient survival, and overall quality of life for individuals diagnosed with PDAC.
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Affiliation(s)
- E Minaei
- School of Chemistry and Molecular Bioscience, Molecular Horizons, University of Wollongong, Wollongong, NSW, Australia.
| | - M Ranson
- School of Chemistry and Molecular Bioscience, Molecular Horizons, University of Wollongong, Wollongong, NSW, Australia
| | - M Aghmesheh
- Nelune Comprehensive Cancer Centre, Bright Building, Prince of Wales Hospital, Sydney, NSW, Australia; Faculty of Medicine and Health, UNSW, Sydney, NSW, Australia
| | - R Sluyter
- School of Chemistry and Molecular Bioscience, Molecular Horizons, University of Wollongong, Wollongong, NSW, Australia
| | - K L Vine
- School of Chemistry and Molecular Bioscience, Molecular Horizons, University of Wollongong, Wollongong, NSW, Australia.
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22
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Baldan J, Camacho-Roda J, Ballester M, Høj K, Kurilla A, Maurer HC, Arcila-Barrera S, Lin X, Pan Z, Castro JL, Mayorca-Guiliani AE, Rift CV, Hasselby J, Bouwens L, Lefebvre V, David CJ, Parnas O, DelGiorno KE, Erler JT, Rooman I, Arnes L. Resolution of Acinar Dedifferentiation Regulates Tissue Remodeling in Pancreatic Injury and Cancer Initiation. Gastroenterology 2024; 167:718-732.e18. [PMID: 38729450 DOI: 10.1053/j.gastro.2024.04.031] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/26/2023] [Revised: 04/02/2024] [Accepted: 04/29/2024] [Indexed: 05/12/2024]
Abstract
BACKGROUND & AIMS Acinar-to-ductal metaplasia (ADM) is crucial in the development of pancreatic ductal adenocarcinoma. However, our understanding of the induction and resolution of ADM remains limited. We conducted comparative transcriptome analyses to identify conserved mechanisms of ADM in mouse and human. METHODS We identified Sox4 among the top up-regulated genes. We validated the analysis by RNA in situ hybridization. We performed experiments in mice with acinar-specific deletion of Sox4 (Ptf1a: CreER; Rosa26-LSL-YFPLSL-YFP; Sox4fl/fl) with and without an activating mutation in Kras (KrasLSL-G12D/+). Mice were given caerulein to induce pancreatitis. We performed phenotypic analysis by immunohistochemistry, tissue decellularization, and single-cell RNA sequencing. RESULTS We demonstrated that Sox4 is reactivated in ADM and pancreatic intraepithelial neoplasias. Contrary to findings in other tissues, Sox4 actually counteracts cellular dedifferentiation and helps maintain tissue homeostasis. Moreover, our investigations unveiled the indispensable role of Sox4 in the specification of mucin-producing cells and tuft-like cells from acinar cells. We identified Sox4-dependent non-cell-autonomous mechanisms regulating the stromal reaction during disease progression. Notably, Sox4-inferred targets are activated upon KRAS inactivation and tumor regression. CONCLUSIONS Our results indicate that our transcriptome analysis can be used to investigate conserved mechanisms of tissue injury. We demonstrate that Sox4 restrains acinar dedifferentiation and is necessary for the specification of acinar-derived metaplastic cells in pancreatic injury and cancer initiation and is activated upon Kras ablation and tumor regression in mice. By uncovering novel potential strategies to promote tissue homeostasis, our findings offer new avenues for preventing the development of pancreatic ductal adenocarcinoma.
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Affiliation(s)
- Jonathan Baldan
- Biotech Research and Innovation Centre, University of Copenhagen, Copenhagen, Denmark; Translational Oncology Research Center, Vrije Universiteit Brussel, Brussels, Belgium.
| | - Juan Camacho-Roda
- Biotech Research and Innovation Centre, University of Copenhagen, Copenhagen, Denmark
| | - Marta Ballester
- Biotech Research and Innovation Centre, University of Copenhagen, Copenhagen, Denmark
| | - Kristina Høj
- Biotech Research and Innovation Centre, University of Copenhagen, Copenhagen, Denmark
| | - Anita Kurilla
- Biotech Research and Innovation Centre, University of Copenhagen, Copenhagen, Denmark
| | - H Carlo Maurer
- Department of Internal Medicine II, Technical University of Munich, Munich, Germany
| | - Sebastian Arcila-Barrera
- The Lautenberg Center for Immunology and Cancer Research, The Hebrew University of Jerusalem, Jerusalem, Israel
| | - Xinyi Lin
- Tsinghua University School of Medicine, Beijing, China; Peking University-Tsinghua Center for Life Sciences, Beijing, China
| | - Zhaolong Pan
- Translational Oncology Research Center, Vrije Universiteit Brussel, Brussels, Belgium
| | - Joana Leitão Castro
- Biotech Research and Innovation Centre, University of Copenhagen, Copenhagen, Denmark
| | | | - Charlotte Vestrup Rift
- Department of Pathology, Copenhagen University Hospital Rigshospitalet, Copenhagen, Denmark
| | - Jane Hasselby
- Department of Pathology, Copenhagen University Hospital Rigshospitalet, Copenhagen, Denmark
| | - Luc Bouwens
- Cell Differentiation Lab, Vrije Universiteit Brussel, Brussels, Belgium
| | - Véronique Lefebvre
- Department of Surgery/Division of Orthopaedic Surgery, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania
| | - Charles J David
- Tsinghua University School of Medicine, Beijing, China; Peking University-Tsinghua Center for Life Sciences, Beijing, China
| | - Oren Parnas
- The Lautenberg Center for Immunology and Cancer Research, The Hebrew University of Jerusalem, Jerusalem, Israel
| | | | - Janine Terra Erler
- Biotech Research and Innovation Centre, University of Copenhagen, Copenhagen, Denmark
| | - Ilse Rooman
- Translational Oncology Research Center, Vrije Universiteit Brussel, Brussels, Belgium
| | - Luis Arnes
- Biotech Research and Innovation Centre, University of Copenhagen, Copenhagen, Denmark.
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23
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Sabljo K, Ischyropoulou M, Napp J, Alves F, Feldmann C. High-load nanoparticles with a chemotherapeutic SN-38/FdUMP drug cocktail. NANOSCALE 2024; 16:14853-14860. [PMID: 39034735 DOI: 10.1039/d4nr01403k] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 07/23/2024]
Abstract
[Gd(OH)]2+[(SN-38)0.5(FdUMP)0.5]2- inorganic-organic hybrid nanoparticles (IOH-NPs) with a chemotherapeutic cocktail of ethyl-10-hydroxycamptothecin (SN-38, active form of irinotecan) and 5-fluoro-2'-deoxyuridine-5'-phosphate (FdUMP, active form of 5'-fluoruracil), 40 nm in size, are prepared in water. The IOH-NPs contain a total drug load of 63 wt% with 33 wt% of SN-38 and 30 wt% of FdUMP. Cell-based assays show efficient cellular uptake and promising anti-tumour activity on two pancreatic cancer cell lines of murine origin (KPC, Panc02). Beside the high-load drug cocktail, especially the option to use SN-38, which - although 100- to 1000-times more potent than irinotecan - is usually unsuitable for systemic administration due to poor solubility, low stability, and high toxicity upon non-selective delivery. The [Gd(OH)]2+[(SN-38)0.5(FdUMP)0.5]2- IOH-NPs are a new concept to deliver a drug cocktail with SN-38 and FdUMP directly to the tumour, shielded in a nanoparticle, to reduce side effects.
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Affiliation(s)
- Kristina Sabljo
- Karlsruhe Institute of Technology (KIT), Institute for Inorganic Chemistry, Engesserstrasse 15, 76131 Karlsruhe, Germany.
| | - Myrto Ischyropoulou
- University Medical Center Goettingen (UMG), Institute for Diagnostic and Interventional Radiology, Robert Koch Str. 40, 37075 Goettingen, Germany
| | - Joanna Napp
- University Medical Center Goettingen (UMG), Institute for Diagnostic and Interventional Radiology, Robert Koch Str. 40, 37075 Goettingen, Germany
| | - Frauke Alves
- University Medical Center Goettingen (UMG), Institute for Diagnostic and Interventional Radiology, Robert Koch Str. 40, 37075 Goettingen, Germany
- Max Planck Institute for Multidisciplinary Sciences, Translational Molecular Imaging, Hermann-Rein-Strasse 3, 37075 Goettingen, Germany
- University Medical Center Goettingen (UMG), Clinic for Haematology and Medical Oncology, Robert Koch Str. 40, 37075 Goettingen, Germany
| | - Claus Feldmann
- Karlsruhe Institute of Technology (KIT), Institute for Inorganic Chemistry, Engesserstrasse 15, 76131 Karlsruhe, Germany.
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24
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Rodriguez-Tirado C, Sosa MS. How much do we know about the metastatic process? Clin Exp Metastasis 2024; 41:275-299. [PMID: 38520475 PMCID: PMC11374507 DOI: 10.1007/s10585-023-10248-0] [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: 08/13/2023] [Accepted: 11/17/2023] [Indexed: 03/25/2024]
Abstract
Cancer cells can leave their primary sites and travel through the circulation to distant sites, where they lodge as disseminated cancer cells (DCCs), even during the early and asymptomatic stages of tumor progression. In experimental models and clinical samples, DCCs can be detected in a non-proliferative state, defined as cellular dormancy. This state can persist for extended periods until DCCs reawaken, usually in response to niche-derived reactivation signals. Therefore, their clinical detection in sites like lymph nodes and bone marrow is linked to poor survival. Current cancer therapy designs are based on the biology of the primary tumor and do not target the biology of the dormant DCC population and thus fail to eradicate the initial or subsequent waves of metastasis. In this brief review, we discuss the current methods for detecting DCCs and highlight new strategies that aim to target DCCs that constitute minimal residual disease to reduce or prevent metastasis formation. Furthermore, we present current evidence on the relevance of DCCs derived from early stages of tumor progression in metastatic disease and describe the animal models available for their study. We also discuss our current understanding of the dissemination mechanisms utilized by genetically less- and more-advanced cancer cells, which include the functional analysis of intermediate or hybrid states of epithelial-mesenchymal transition (EMT). Finally, we raise some intriguing questions regarding the clinical impact of studying the crosstalk between evolutionary waves of DCCs and the initiation of metastatic disease.
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Affiliation(s)
- Carolina Rodriguez-Tirado
- Department of Microbiology and Immunology, Albert Einstein College of Medicine/Montefiore Medical Center, Bronx, NY, 10461, USA.
- Department of Oncology, Albert Einstein College of Medicine/Montefiore Medical Center, Bronx, NY, 10461, USA.
- Montefiore Einstein Comprehensive Cancer Center, Albert Einstein College of Medicine/Montefiore Medical Center, Bronx, NY, 10461, USA.
- Cancer Dormancy and Tumor Microenvironment Institute/Montefiore Medical Center, Albert Einstein College of Medicine, Bronx, NY, 10461, USA.
- Ruth L. and David S. Gottesman Institute for Stem Cell Research and Regenerative Medicine, Albert Einstein College of Medicine/Montefiore Medical Center, Bronx, NY, 10461, USA.
| | - Maria Soledad Sosa
- Department of Microbiology and Immunology, Albert Einstein College of Medicine/Montefiore Medical Center, Bronx, NY, 10461, USA.
- Department of Oncology, Albert Einstein College of Medicine/Montefiore Medical Center, Bronx, NY, 10461, USA.
- Montefiore Einstein Comprehensive Cancer Center, Albert Einstein College of Medicine/Montefiore Medical Center, Bronx, NY, 10461, USA.
- Cancer Dormancy and Tumor Microenvironment Institute/Montefiore Medical Center, Albert Einstein College of Medicine, Bronx, NY, 10461, USA.
- Ruth L. and David S. Gottesman Institute for Stem Cell Research and Regenerative Medicine, Albert Einstein College of Medicine/Montefiore Medical Center, Bronx, NY, 10461, USA.
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25
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Garg B, Khan S, Babu DS, Mose E, Gulay K, Sharma S, Sood D, Wenzel AT, Martsinkovskiy A, Patel J, Jaquish D, Lambies G, D'Ippolito A, Austgen K, Johnston B, Orlando D, Jang GH, Gallinger S, Goodfellow E, Brodt P, Commisso C, Tamayo P, Mesirov JP, Tiriac H, Lowy AM. MICAL2 Is a Super Enhancer Associated Gene that Promotes Pancreatic Cancer Growth and Metastasis. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.06.26.600548. [PMID: 38979336 PMCID: PMC11230455 DOI: 10.1101/2024.06.26.600548] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 07/10/2024]
Abstract
Pancreatic ductal adenocarcinoma (PDAC) remains one of the deadliest solid cancers and thus identifying more effective therapies is a major unmet need. In this study we characterized the super enhancer (SE) landscape of human PDAC to identify novel, potentially targetable, drivers of the disease. Our analysis revealed that MICAL2 is a super enhancer-associated gene in human PDAC. MICAL2 is a flavin monooxygenase that induces actin depolymerization and indirectly promotes SRF transcription by modulating the availability of serum response factor coactivators myocardin related transcription factors (MRTF-A and MRTF-B). We found that MICAL2 is overexpressed in PDAC and correlates with poor patient prognosis. Transcriptional analysis revealed that MICAL2 upregulates KRAS and EMT signaling pathways, contributing to tumor growth and metastasis. In loss and gain of function experiments in human and mouse PDAC cells, we observed that MICAL2 promotes both ERK1/2 and AKT activation. Consistent with its role in actin depolymerization and KRAS signaling, loss of MICAL2 expression also inhibited macropinocytosis. Through in vitro phenotypic analyses, we show that MICAL2, MRTF-A and MRTF-B influence PDAC cell proliferation, migration and promote cell cycle progression. Importantly, we demonstrate that MICAL2 is essential for in vivo tumor growth and metastasis. Interestingly, we find that MRTF-B, but not MRTF-A, phenocopies MICAL2-driven phenotypes in vivo . This study highlights the multiple ways in which MICAL2 impacts PDAC biology and suggests that its inhibition may impede PDAC progression. Our results provide a foundation for future investigations into the role of MICAL2 in PDAC and its potential as a target for therapeutic intervention.
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26
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Park MA, Whelan CJ, Ahmed S, Boeringer T, Brown J, Carson TL, Crowder SL, Gage K, Gregg C, Jeong DK, Jim HSL, Judge AR, Mason TM, Parker N, Pillai S, Qayyum A, Rajasekhara S, Rasool G, Tinsley SM, Schabath MB, Stewart P, West J, McDonald P, Permuth JB. Defining and Addressing Research Priorities in Cancer Cachexia through Transdisciplinary Collaboration. Cancers (Basel) 2024; 16:2364. [PMID: 39001427 PMCID: PMC11240731 DOI: 10.3390/cancers16132364] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2024] [Revised: 06/19/2024] [Accepted: 06/24/2024] [Indexed: 07/16/2024] Open
Abstract
For many patients, the cancer continuum includes a syndrome known as cancer-associated cachexia (CAC), which encompasses the unintended loss of body weight and muscle mass, and is often associated with fat loss, decreased appetite, lower tolerance and poorer response to treatment, poor quality of life, and reduced survival. Unfortunately, there are no effective therapeutic interventions to completely reverse cancer cachexia and no FDA-approved pharmacologic agents; hence, new approaches are urgently needed. In May of 2022, researchers and clinicians from Moffitt Cancer Center held an inaugural retreat on CAC that aimed to review the state of the science, identify knowledge gaps and research priorities, and foster transdisciplinary collaborative research projects. This review summarizes research priorities that emerged from the retreat, examples of ongoing collaborations, and opportunities to move science forward. The highest priorities identified include the need to (1) evaluate patient-reported outcome (PRO) measures obtained in clinical practice and assess their use in improving CAC-related outcomes; (2) identify biomarkers (imaging, molecular, and/or behavioral) and novel analytic approaches to accurately predict the early onset of CAC and its progression; and (3) develop and test interventions (pharmacologic, nutritional, exercise-based, and through mathematical modeling) to prevent CAC progression and improve associated symptoms and outcomes.
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Affiliation(s)
- Margaret A. Park
- Department of Gastrointestinal Oncology, H. Lee Moffitt Cancer Center & Research Institute, Tampa, FL 33612, USA;
- Department of Biostatistics and Bioinformatics, H. Lee Moffitt Cancer Center & Research Institute, Tampa, FL 33612, USA;
| | - Christopher J. Whelan
- Department of Metabolism and Cancer Physiology, H. Lee Moffitt Cancer Center & Research Institute, Tampa, FL 33612, USA;
| | - Sabeen Ahmed
- Department of Machine Learning, H. Lee Moffitt Cancer Center & Research Institute, Tampa, FL 33612, USA; (S.A.); (G.R.)
| | - Tabitha Boeringer
- Department of Drug Discovery, H. Lee Moffitt Cancer Center & Research Institute, Tampa, FL 33612, USA; (T.B.); (S.P.)
| | - Joel Brown
- Department of Cancer Biology and Evolution, H. Lee Moffitt Cancer Center & Research Institute, Tampa, FL 33612, USA; (J.B.); (J.W.)
- Department of Integrated Mathematical Oncology, H. Lee Moffitt Cancer Center & Research Institute, Tampa, FL 33612, USA
| | - Tiffany L. Carson
- Department of Health Outcomes and Behavior, H. Lee Moffitt Cancer Center & Research Institute, Tampa, FL 33612, USA; (T.L.C.); (S.L.C.); (H.S.L.J.); (N.P.); (S.M.T.)
| | - Sylvia L. Crowder
- Department of Health Outcomes and Behavior, H. Lee Moffitt Cancer Center & Research Institute, Tampa, FL 33612, USA; (T.L.C.); (S.L.C.); (H.S.L.J.); (N.P.); (S.M.T.)
| | - Kenneth Gage
- Department of Diagnostic Imaging and Interventional Radiology, H. Lee Moffitt Cancer Center & Research Institute, Tampa, FL 33612, USA; (K.G.); (D.K.J.); (A.Q.)
| | - Christopher Gregg
- School of Medicine, University of Utah, Salt Lake City, UT 84113, USA;
| | - Daniel K. Jeong
- Department of Diagnostic Imaging and Interventional Radiology, H. Lee Moffitt Cancer Center & Research Institute, Tampa, FL 33612, USA; (K.G.); (D.K.J.); (A.Q.)
| | - Heather S. L. Jim
- Department of Health Outcomes and Behavior, H. Lee Moffitt Cancer Center & Research Institute, Tampa, FL 33612, USA; (T.L.C.); (S.L.C.); (H.S.L.J.); (N.P.); (S.M.T.)
| | - Andrew R. Judge
- Department of Physical Therapy, University of Florida, Gainesville, FL 32610, USA;
| | - Tina M. Mason
- Department of Nursing Research, H. Lee Moffitt Cancer Center & Research Institute, Tampa, FL 33612, USA;
| | - Nathan Parker
- Department of Health Outcomes and Behavior, H. Lee Moffitt Cancer Center & Research Institute, Tampa, FL 33612, USA; (T.L.C.); (S.L.C.); (H.S.L.J.); (N.P.); (S.M.T.)
| | - Smitha Pillai
- Department of Drug Discovery, H. Lee Moffitt Cancer Center & Research Institute, Tampa, FL 33612, USA; (T.B.); (S.P.)
| | - Aliya Qayyum
- Department of Diagnostic Imaging and Interventional Radiology, H. Lee Moffitt Cancer Center & Research Institute, Tampa, FL 33612, USA; (K.G.); (D.K.J.); (A.Q.)
| | - Sahana Rajasekhara
- Department of Supportive Care Medicine, H. Lee Moffitt Cancer Center & Research Institute, Tampa, FL 33612, USA;
| | - Ghulam Rasool
- Department of Machine Learning, H. Lee Moffitt Cancer Center & Research Institute, Tampa, FL 33612, USA; (S.A.); (G.R.)
| | - Sara M. Tinsley
- Department of Health Outcomes and Behavior, H. Lee Moffitt Cancer Center & Research Institute, Tampa, FL 33612, USA; (T.L.C.); (S.L.C.); (H.S.L.J.); (N.P.); (S.M.T.)
- Department of Malignant Hematology, H. Lee Moffitt Cancer Center & Research Institute, Tampa, FL 33612, USA
| | - Matthew B. Schabath
- Department of Cancer Epidemiology, H. Lee Moffitt Cancer Center & Research Institute, Tampa, FL 33612, USA;
| | - Paul Stewart
- Department of Biostatistics and Bioinformatics, H. Lee Moffitt Cancer Center & Research Institute, Tampa, FL 33612, USA;
| | - Jeffrey West
- Department of Cancer Biology and Evolution, H. Lee Moffitt Cancer Center & Research Institute, Tampa, FL 33612, USA; (J.B.); (J.W.)
- Department of Integrated Mathematical Oncology, H. Lee Moffitt Cancer Center & Research Institute, Tampa, FL 33612, USA
| | - Patricia McDonald
- Department of Metabolism and Cancer Physiology, H. Lee Moffitt Cancer Center & Research Institute, Tampa, FL 33612, USA;
- Lexicon Pharmaceuticals, Inc., Woodlands, TX 77381, USA
| | - Jennifer B. Permuth
- Department of Gastrointestinal Oncology, H. Lee Moffitt Cancer Center & Research Institute, Tampa, FL 33612, USA;
- Department of Cancer Epidemiology, H. Lee Moffitt Cancer Center & Research Institute, Tampa, FL 33612, USA;
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27
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Ferrari DP, Ramos-Gomes F, Alves F, Markus MA. KPC-luciferase-expressing cells elicit an anti-tumor immune response in a mouse model of pancreatic cancer. Sci Rep 2024; 14:13602. [PMID: 38866899 PMCID: PMC11169258 DOI: 10.1038/s41598-024-64053-0] [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: 02/28/2024] [Accepted: 06/04/2024] [Indexed: 06/14/2024] Open
Abstract
Mouse models for the study of pancreatic ductal adenocarcinoma (PDAC) are well-established and representative of many key features observed in human PDAC. To monitor tumor growth, cancer cells that are implanted in mice are often transfected with reporter genes, such as firefly luciferase (Luc), enabling in vivo optical imaging over time. Since Luc can induce an immune response, we aimed to evaluate whether the expression of Luc could affect the growth of KPC tumors in mice by inducing immunogenicity. Although both cell lines, KPC and Luc transduced KPC (KPC-Luc), had the same proliferation rate, KPC-Luc tumors had significantly smaller sizes or were absent 13 days after orthotopic cell implantation, compared to KPC tumors. This coincided with the loss of bioluminescence signal over the tumor region. Immunophenotyping of blood and spleen from KPC-Luc tumor-bearing mice showed a decreased number of macrophages and CD4+ T cells, and an increased accumulation of natural killer (NK) cells in comparison to KPC tumor mice. Higher infiltration of CD8+ T cells was found in KPC-Luc tumors than in their controls. Moreover, the immune response against Luc peptide was stronger in splenocytes from mice implanted with KPC-Luc cells compared to those isolated from KPC wild-type mice, indicating increased immunogenicity elicited by the presence of Luc in the PDAC tumor cells. These results must be considered when evaluating the efficacy of anti-cancer therapies including immunotherapies in immunocompetent PDAC or other cancer mouse models that use Luc as a reporter for bioluminescence imaging.
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Affiliation(s)
- Daniele Pereira Ferrari
- Translational Molecular Imaging, Max-Planck-Institute for Multidisciplinary Sciences, Hermann Rein‑Straße 3, 37075, Göttingen, Germany
| | - Fernanda Ramos-Gomes
- Translational Molecular Imaging, Max-Planck-Institute for Multidisciplinary Sciences, Hermann Rein‑Straße 3, 37075, Göttingen, Germany
| | - Frauke Alves
- Translational Molecular Imaging, Max-Planck-Institute for Multidisciplinary Sciences, Hermann Rein‑Straße 3, 37075, Göttingen, Germany
- Institute of Diagnostic and Interventional Radiology, University Medical Center Göttingen, Robert-Koch-Str. 40, 37075, Göttingen, Germany
- Department of Haematology and Medical Oncology, University Medical Center Göttingen, Robert-Koch-Str. 40, 37075, Göttingen, Germany
| | - M Andrea Markus
- Translational Molecular Imaging, Max-Planck-Institute for Multidisciplinary Sciences, Hermann Rein‑Straße 3, 37075, Göttingen, Germany.
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28
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Payne MM, Mali I, Shrestha TB, Basel MT, Timmerman S, Pyle M, Sebek J, Prakash P, Bossmann SH. T 1-mapping characterization of two tumor types. BIOPHYSICAL REPORTS 2024; 4:100157. [PMID: 38795740 PMCID: PMC11229382 DOI: 10.1016/j.bpr.2024.100157] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/04/2024] [Revised: 04/25/2024] [Accepted: 05/14/2024] [Indexed: 05/28/2024]
Abstract
T1 mapping is a quantitative method to characterize tissues with magnetic resonance imaging in a quick and efficient manner. It utilizes the relaxation rate of protons to depict the underlying structures within the imaging frame. While T1-mapping techniques are used with some frequency in areas such as cardiac imaging, their application for understanding malignancies and identifying tumor structures has yet to be thoroughly investigated. Utilizing a saturation recovery method to acquire T1 maps for two different tumor models has revealed that longitudinal relaxation mapping is sensitive enough to distinguish between normal and malignant tissue. This is seen even with decreased signal/noise ratios using small voxel sizes to obtain high-resolution images. In both tumor models, it was revealed that relaxation mapping recorded significantly different relaxation values between regions encapsulating the tumor, muscle, kidney, or spleen, as well as between the cell lines themselves. This indicates a potential future application of relaxation mapping as a method to fingerprint various stages of tumor development and may prove a useful measure to identify micro-metastases.
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Affiliation(s)
- Macy Marie Payne
- Department of Cancer Biology, University of Kansas Medical Center, Kansas City, Kansas
| | - Ivina Mali
- Department of Radiology and Biomedical Imaging, University of California, San Francisco, San Francisco, California
| | - Tej B Shrestha
- Department of Anatomy and Physiology, Kansas State University, Manhattan, Kansas
| | - Matthew T Basel
- Department of Anatomy and Physiology, Kansas State University, Manhattan, Kansas
| | - Sarah Timmerman
- College of Veterinary Medicine, Kansas State University, Manhattan, Kansas
| | - Marla Pyle
- Department of Anatomy and Physiology, Kansas State University, Manhattan, Kansas
| | - Jan Sebek
- Department of Electrical and Computer Engineering, Kansas State University, Manhattan, Kansas
| | - Punit Prakash
- Department of Electrical and Computer Engineering, Kansas State University, Manhattan, Kansas
| | - Stefan H Bossmann
- Department of Cancer Biology, University of Kansas Medical Center, Kansas City, Kansas.
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29
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Chen Y, Chen CY, Huang H, Luo Z, Mu Y, Li S, Huang Y, Li S. Knocking down of Xkr8 enhances chemotherapy efficacy through modulating tumor immune microenvironment. J Control Release 2024; 370:479-489. [PMID: 38685385 PMCID: PMC11186464 DOI: 10.1016/j.jconrel.2024.04.041] [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: 04/11/2024] [Accepted: 04/25/2024] [Indexed: 05/02/2024]
Abstract
Scramblase Xk-related protein 8 (Xkr8) regulates the externalization of phosphatidylserine (PS) during apoptosis and holds a pivotal role in fostering tumor immunosuppression. Targeting Xkr8 in conjunction with chemotherapy demonstrated a novel avenue for amplifying antitumor immune response and overcoming chemo-immune resistance. Here we further evaluated this strategy by using a clinically relevant orthotopic model and elucidated the mechanism through in-depth single-cell RNA sequencing (scRNA-seq). We found that Xkr8 knockdown exhibited the potential to lead to immunogenic cell death (ICD) by impeding the normal clearance of apoptotic cells. Co-delivery of Xkr8 small interference RNA (siRNA) and a prodrug conjugate of 5-fluorouracil (5-Fu) and oxoplatin (FuOXP) showed remarkable therapeutic efficacy in an orthotopic pancreatic tumor model with increased infiltration of proliferative NK cells and activated macrophages in the tumor microenvironment (TME). Single-cell trajectory analysis further unveiled that tumor infiltrating CD8+ T cells are differentiated favorably to cytotoxic over exhausted phenotype after combination treatment. Our study sheds new light on the impact of Xkr8 knockdown on TME and solidifies the rationale of combining Xkr8 knockdown with chemotherapy to treat various types of cancers.
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Affiliation(s)
- Yuang Chen
- Center for Pharmacogenetics, Department of Pharmaceutical Sciences, University of Pittsburgh School of Pharmacy, Pittsburgh, PA, USA; UPMC Hillman Cancer Center, University of Pittsburgh, Pittsburgh, PA, USA
| | - Chien-Yu Chen
- Center for Pharmacogenetics, Department of Pharmaceutical Sciences, University of Pittsburgh School of Pharmacy, Pittsburgh, PA, USA; UPMC Hillman Cancer Center, University of Pittsburgh, Pittsburgh, PA, USA
| | - Haozhe Huang
- Center for Pharmacogenetics, Department of Pharmaceutical Sciences, University of Pittsburgh School of Pharmacy, Pittsburgh, PA, USA; UPMC Hillman Cancer Center, University of Pittsburgh, Pittsburgh, PA, USA
| | - Zhangyi Luo
- Center for Pharmacogenetics, Department of Pharmaceutical Sciences, University of Pittsburgh School of Pharmacy, Pittsburgh, PA, USA; UPMC Hillman Cancer Center, University of Pittsburgh, Pittsburgh, PA, USA
| | - Yiqing Mu
- Center for Pharmacogenetics, Department of Pharmaceutical Sciences, University of Pittsburgh School of Pharmacy, Pittsburgh, PA, USA; UPMC Hillman Cancer Center, University of Pittsburgh, Pittsburgh, PA, USA
| | - Shichen Li
- Center for Pharmacogenetics, Department of Pharmaceutical Sciences, University of Pittsburgh School of Pharmacy, Pittsburgh, PA, USA; UPMC Hillman Cancer Center, University of Pittsburgh, Pittsburgh, PA, USA
| | - Yixian Huang
- Center for Pharmacogenetics, Department of Pharmaceutical Sciences, University of Pittsburgh School of Pharmacy, Pittsburgh, PA, USA; UPMC Hillman Cancer Center, University of Pittsburgh, Pittsburgh, PA, USA
| | - Song Li
- Center for Pharmacogenetics, Department of Pharmaceutical Sciences, University of Pittsburgh School of Pharmacy, Pittsburgh, PA, USA; UPMC Hillman Cancer Center, University of Pittsburgh, Pittsburgh, PA, USA.
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30
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Brown NF, Murray ER, Cutmore LC, Howard P, Masterson L, Zammarchi F, Hartley JA, van Berkel PH, Marshall JF. Integrin-αvβ6 targeted peptide-toxin therapy in a novel αvβ6-expressing immunocompetent model of pancreatic cancer. Pancreatology 2024; 24:445-455. [PMID: 38519394 DOI: 10.1016/j.pan.2024.02.013] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/24/2023] [Revised: 02/21/2024] [Accepted: 02/23/2024] [Indexed: 03/24/2024]
Abstract
Previously we reported that a novel αvβ6-specific peptide-drug conjugate (SG3299) could eliminate established human pancreatic ductal adenocarcinoma (PDAC) xenografts. However the development of effective therapies for PDAC, which is an essential need, must show efficacy in relevant immunocompetent animals. Previously we reported that the KPC mouse transgenic PDAC model that closely recapitulates most stages of development of human PDAC, unlike in humans, failed to express αvβ6 on their tumours or metastases. In this study we have taken the KPC-derived PDAC line TB32043 and engineered a variant line (TB32043mb6S2) that expresses mouse integrin αvβ6. We report that orthotopic implantation of the αvβ6 over-expressing TB32043mb6S2 cells promotes shorter overall survival and increase in metastases. Moreover, systemic treatment of mice with established TB32043mb6S2 tumours in the pancreas with SG2399 lived significantly longer (p < 0.001; mean OS 48d) compared with PBS or control SG3511 (mean OS 25.5d and 26d, respectively). Thus SG3299 is confirmed as a promising candidate therapeutic for the therapy of PDAC.
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Affiliation(s)
- Nicholas F Brown
- Centre for Tumour Biology, Barts Cancer Institute, Queen Mary University of London, John Vane Science Centre, Charterhouse Square, London, EC1M 6BQ, UK
| | - Elizabeth R Murray
- Centre for Tumour Biology, Barts Cancer Institute, Queen Mary University of London, John Vane Science Centre, Charterhouse Square, London, EC1M 6BQ, UK
| | - Lauren C Cutmore
- Centre for Tumour Biology, Barts Cancer Institute, Queen Mary University of London, John Vane Science Centre, Charterhouse Square, London, EC1M 6BQ, UK
| | - Philip Howard
- Spirogen, QMB Innovation Centre, 42 New Road, London, E1 2AX, UK
| | - Luke Masterson
- Spirogen, QMB Innovation Centre, 42 New Road, London, E1 2AX, UK
| | - Francesca Zammarchi
- ADC Therapeutics (UK) Ltd, Translation & Innovation Hub Building, Imperial College White City Campus, 84 Wood Lane, London, W12 0BZ, UK
| | - John A Hartley
- Cancer Research UK Drug-DNA Interactions Research Group, University College London Cancer Institute, 72 Huntley Street, London, WC1E 6BT, UK
| | - Patrick H van Berkel
- ADC Therapeutics (UK) Ltd, Translation & Innovation Hub Building, Imperial College White City Campus, 84 Wood Lane, London, W12 0BZ, UK
| | - John F Marshall
- Centre for Tumour Biology, Barts Cancer Institute, Queen Mary University of London, John Vane Science Centre, Charterhouse Square, London, EC1M 6BQ, UK.
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31
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Schmidt P, Lindemeyer J, Raut P, Schütz M, Saniternik S, Jönsson J, Endepols H, Fischer T, Quaas A, Schlößer HA, Thelen M, Grüll H. Multiparametric Characterization of the DSL-6A/C1 Pancreatic Cancer Model in Rats. Cancers (Basel) 2024; 16:1535. [PMID: 38672617 PMCID: PMC11049193 DOI: 10.3390/cancers16081535] [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: 03/05/2024] [Revised: 04/04/2024] [Accepted: 04/12/2024] [Indexed: 04/28/2024] Open
Abstract
The DSL-6A/C1 murine pancreatic ductal adenocarcinoma (PDAC) tumor model was established in Lewis rats and characterized through a comprehensive multiparametric analysis to compare it to other preclinical tumor models and explore potential diagnostic and therapeutical targets. DSL-6A/C1 tumors were histologically analyzed to elucidate PDAC features. The tumor microenvironment was studied for immune cell prevalence. Multiparametric MRI and PET imaging were utilized to characterize tumors, and 68Ga-FAPI-46-targeting cancer-associated fibroblasts (CAFs), were used to validate the histological findings. The histology confirmed typical PDAC characteristics, such as malformed pancreatic ductal malignant cells and CAFs. Distinct immune landscapes were identified, revealing an increased presence of CD8+ T cells and a decreased CD4+ T cell fraction within the tumor microenvironment. PET imaging with 68Ga-FAPI tracers exhibited strong tracer uptake in tumor tissues. The MRI parameters indicated increasing intralesional necrosis over time and elevated contrast media uptake in vital tumor areas. We have demonstrated that the DSL-6A/C1 tumor model, particularly due to its high tumorigenicity, tumor size, and 68Ga-FAPI-46 sensitivity, is a suitable alternative to established small animal models for many forms of preclinical analyses and therapeutic studies of PDAC.
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Affiliation(s)
- Patrick Schmidt
- Faculty of Medicine and University Hospital of Cologne, Institute of Diagnostic and Interventional Radiology, University of Cologne, 50937 Cologne, Germany; (P.S.); (J.L.); (P.R.); (M.S.); (S.S.); (J.J.)
| | - Johannes Lindemeyer
- Faculty of Medicine and University Hospital of Cologne, Institute of Diagnostic and Interventional Radiology, University of Cologne, 50937 Cologne, Germany; (P.S.); (J.L.); (P.R.); (M.S.); (S.S.); (J.J.)
| | - Pranali Raut
- Faculty of Medicine and University Hospital of Cologne, Institute of Diagnostic and Interventional Radiology, University of Cologne, 50937 Cologne, Germany; (P.S.); (J.L.); (P.R.); (M.S.); (S.S.); (J.J.)
| | - Markus Schütz
- Faculty of Medicine and University Hospital of Cologne, Institute of Diagnostic and Interventional Radiology, University of Cologne, 50937 Cologne, Germany; (P.S.); (J.L.); (P.R.); (M.S.); (S.S.); (J.J.)
- Faculty of Mathematics and Natural Sciences, Department of Chemistry, University of Cologne, 50937 Cologne, Germany
| | - Sven Saniternik
- Faculty of Medicine and University Hospital of Cologne, Institute of Diagnostic and Interventional Radiology, University of Cologne, 50937 Cologne, Germany; (P.S.); (J.L.); (P.R.); (M.S.); (S.S.); (J.J.)
- Faculty of Mathematics and Natural Sciences, Department of Chemistry, University of Cologne, 50937 Cologne, Germany
| | - Jannika Jönsson
- Faculty of Medicine and University Hospital of Cologne, Institute of Diagnostic and Interventional Radiology, University of Cologne, 50937 Cologne, Germany; (P.S.); (J.L.); (P.R.); (M.S.); (S.S.); (J.J.)
| | - Heike Endepols
- Faculty of Medicine and University Hospital of Cologne, Institute of Radiochemistry and Experimental Molecular Imaging, University of Cologne, 50937 Cologne, Germany;
- Faculty of Medicine and University Hospital of Cologne, Department of Nuclear Medicine, University of Cologne, 50937 Cologne, Germany;
- Nuclear Chemistry, Institute of Neuroscience and Medicine (INM-5), Forschungszentrum Jülich GmbH, 52425 Jülich, Germany
| | - Thomas Fischer
- Faculty of Medicine and University Hospital of Cologne, Department of Nuclear Medicine, University of Cologne, 50937 Cologne, Germany;
| | - Alexander Quaas
- Faculty of Medicine and University Hospital of Cologne, Institute of Pathology, University of Cologne, 50937 Cologne, Germany;
| | - Hans Anton Schlößer
- Center for Molecular Medicine Cologne, Faculty of Medicine and University Hospital Cologne, University of Cologne, 50937 Cologne, Germany; (H.A.S.); (M.T.)
- Department of General, Visceral, Cancer and Transplantation Surgery, Faculty of Medicine and University Hospital Cologne, University of Cologne, 50937 Cologne, Germany
| | - Martin Thelen
- Center for Molecular Medicine Cologne, Faculty of Medicine and University Hospital Cologne, University of Cologne, 50937 Cologne, Germany; (H.A.S.); (M.T.)
| | - Holger Grüll
- Faculty of Medicine and University Hospital of Cologne, Institute of Diagnostic and Interventional Radiology, University of Cologne, 50937 Cologne, Germany; (P.S.); (J.L.); (P.R.); (M.S.); (S.S.); (J.J.)
- Faculty of Mathematics and Natural Sciences, Department of Chemistry, University of Cologne, 50937 Cologne, Germany
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Huang T, Wen X, Liang Y, Liu X, Zhao J, Long X. Irreversible Electroporation-Induced Inflammation Facilitates Neutrophil-Mediated Drug Delivery to Enhance Pancreatic Cancer Therapy. Mol Pharm 2024; 21:1998-2011. [PMID: 38412284 DOI: 10.1021/acs.molpharmaceut.4c00006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/29/2024]
Abstract
Pancreatic cancer is a deadly disease with a five-year overall survival rate of around 11%. Chemotherapy is a cornerstone in the treatment of this malignancy, but the intratumoral delivery of chemotherapy drugs is impaired by the highly fibrotic tumor-associated stroma. Irreversible electroporation (IRE) is an ablative technique for treating locally advanced pancreatic cancer. During a typical IRE procedure, high-intensity electric pulses are released to kill tumor cells through the irreversible disruption of the cytoplasm membranes. IRE also induces rapid tumor infiltration by neutrophils and offers an opportunity for neutrophil-mediated drug delivery. We herein showed that the IRE-induced neutrophil trafficking was facilitated by the upregulation of neutrophil chemotaxis and migration as well as the release of several chemoattractants. Doxorubicin-loaded bovine serum albumin nanoparticles were prepared and loaded into neutrophils at a ratio of 9.9 ± 1.2 to 11.7 ± 2.0 pg of doxorubicin per cell. The resultant formulation (NP@NEs) efficiently accumulated in the IRE-treated KPC-A377 murine pancreatic tumors with an uptake value of 10.7 ± 1.5 (percent of injected dose per gram of tissue, abbreviated as %ID/g) at 48 h after intravenous injection. In both Panc02 and KPC-A377 murine pancreatic tumor models, the combination of IRE + NP@NEs inhibited tumor growth more effectively than either monotherapy. The tumors treated with the combination also exhibited the lowest frequency of Ki67+ proliferating cells and the highest abundance of terminal deoxynucleotidyl transferase dUTP nick end labeling+ (TUNEL+) apoptotic cells among the experiment groups. Minimal treatment-associated toxicity was observed. Our findings suggest that neutrophil-mediated delivery of chemotherapy drugs is a useful tool to enhance the response of pancreatic cancer to IRE.
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Affiliation(s)
- Teng Huang
- Department of Anatomy, School of Basic Medicine, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei 430030, China
| | - Xiaofei Wen
- Department of Interventional Radiology, The First Affiliated Hospital of Xiamen University, Xiamen, Fujian 36100, China
- Department of Interventional Radiology, The Fourth Hospital of Harbin Medical University, Harbin, Heilongjiang 150001, China
- Molecular Imaging Research Center (MIRC), Harbin Medical University, Harbin, Heilongjiang 150001, China
| | - Yuxuan Liang
- Department of Anatomy, School of Basic Medicine, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei 430030, China
| | - Xiao Liu
- Department of Anatomy, School of Basic Medicine, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei 430030, China
| | - Jun Zhao
- Department of Anatomy, School of Basic Medicine, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei 430030, China
| | - Xin Long
- Department of Histology and Embryology, School of Basic Medicine, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei 430030, China
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Ho IL, Li CY, Wang F, Zhao L, Liu J, Yen EY, Dyke CA, Shah R, Liu Z, Çetin AO, Chu Y, Citron F, Attanasio S, Corti D, Darbaniyan F, Del Poggetto E, Loponte S, Liu J, Soeung M, Chen Z, Jiang S, Jiang H, Inoue A, Gao S, Deem A, Feng N, Ying H, Kim M, Giuliani V, Genovese G, Zhang J, Futreal A, Maitra A, Heffernan T, Wang L, Do KA, Gargiulo G, Draetta G, Carugo A, Lin R, Viale A. Clonal dominance defines metastatic dissemination in pancreatic cancer. SCIENCE ADVANCES 2024; 10:eadd9342. [PMID: 38478609 DOI: 10.1126/sciadv.add9342] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/15/2022] [Accepted: 02/08/2024] [Indexed: 02/08/2025]
Abstract
Tumors represent ecosystems where subclones compete during tumor growth. While extensively investigated, a comprehensive picture of the interplay of clonal lineages during dissemination is still lacking. Using patient-derived pancreatic cancer cells, we created orthotopically implanted clonal replica tumors to trace clonal dynamics of unperturbed tumor expansion and dissemination. This model revealed the multifaceted nature of tumor growth, with rapid changes in clonal fitness leading to continuous reshuffling of tumor architecture and alternating clonal dominance as a distinct feature of cancer growth. Regarding dissemination, a large fraction of tumor lineages could be found at secondary sites each having distinctive organ growth patterns as well as numerous undescribed behaviors such as abortive colonization. Paired analysis of primary and secondary sites revealed fitness as major contributor to dissemination. From the analysis of pro- and nonmetastatic isogenic subclones, we identified a transcriptomic signature able to identify metastatic cells in human tumors and predict patients' survival.
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Affiliation(s)
- I-Lin Ho
- The University of Texas MD Anderson Cancer Center UTHealth Graduate School of Biomedical Sciences, Houston, TX, USA
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Chieh-Yuan Li
- The University of Texas MD Anderson Cancer Center UTHealth Graduate School of Biomedical Sciences, Houston, TX, USA
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Fuchenchu Wang
- Department of Biostatistics, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Li Zhao
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Jingjing Liu
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Er-Yen Yen
- The University of Texas MD Anderson Cancer Center UTHealth Graduate School of Biomedical Sciences, Houston, TX, USA
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Charles A Dyke
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Rutvi Shah
- The University of Texas MD Anderson Cancer Center UTHealth Graduate School of Biomedical Sciences, Houston, TX, USA
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Zhaoliang Liu
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Ali Osman Çetin
- Max-Delbrück-Center for Molecular Medicine in the Helmholtz Association (MDC), Robert-Rössle-Str. 10, 13125 Berlin, Germany
| | - Yanshuo Chu
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Francesca Citron
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Sergio Attanasio
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Denise Corti
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Faezeh Darbaniyan
- Department of Biostatistics, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Edoardo Del Poggetto
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Sara Loponte
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Jintan Liu
- The University of Texas MD Anderson Cancer Center UTHealth Graduate School of Biomedical Sciences, Houston, TX, USA
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Melinda Soeung
- The University of Texas MD Anderson Cancer Center UTHealth Graduate School of Biomedical Sciences, Houston, TX, USA
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Ziheng Chen
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Shan Jiang
- TRACTION platform, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Hong Jiang
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Akira Inoue
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Sisi Gao
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
- TRACTION platform, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Angela Deem
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Ningping Feng
- TRACTION platform, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Haoqiang Ying
- Department of Cellular and Molecular Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Michael Kim
- Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Virginia Giuliani
- Max-Delbrück-Center for Molecular Medicine in the Helmholtz Association (MDC), Robert-Rössle-Str. 10, 13125 Berlin, Germany
| | - Giannicola Genovese
- Department of Genitourinary Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Jianhua Zhang
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Andrew Futreal
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Anirban Maitra
- Department of Pathology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Timothy Heffernan
- TRACTION platform, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Linghua Wang
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Kim-Anh Do
- Department of Biostatistics, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Gaetano Gargiulo
- Max-Delbrück-Center for Molecular Medicine in the Helmholtz Association (MDC), Robert-Rössle-Str. 10, 13125 Berlin, Germany
| | - Giulio Draetta
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Alessandro Carugo
- TRACTION platform, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Ruitao Lin
- Department of Biostatistics, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Andrea Viale
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
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Rudolph D, Ischyropoulou M, Pfeifer J, Napp J, Schepers U, Alves F, Feldmann C. Cocktail of lipophilic and hydrophilic chemotherapeutics in high-load core@shell nanocarriers to treat pancreatic tumours. NANOSCALE ADVANCES 2024; 6:973-984. [PMID: 38298597 PMCID: PMC10825944 DOI: 10.1039/d3na00720k] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/01/2023] [Accepted: 12/24/2023] [Indexed: 02/02/2024]
Abstract
ITC/Toc@Gd2(FLP)3 core@shell nanocarriers with a chemotherapeutic cocktail of lipophilic irinotecan (ITC) as the particle core and hydrophilic fludarabine phosphate (FLP) in the particle shell are realized. They are prepared via a microemulsion approach with ITC dissolved in tocopherol (Toc) as droplet phase and stabilized by water-insoluble Gd2(FLP)3. The synthesis can be followed by zeta-potential analysis. X-ray powder diffraction, infrared spectroscopy, elemental analysis, thermogravimetry, and photometry show a drug load of 49 μg per mL ITC and 317 μg per mL FLP at a nanocarrier concentration of 1.5 mg mL-1. Size and structure are evidenced by electron microscopy, resulting in a total diameter of 45 ± 16 nm, an inner core of 40 ± 17 nm, and a shell of 3-8 nm. In vitro studies with different cancer cell lines (i.e., human melanoma/SK-Mel-28, cervical cancer/HeLa, mouse pancreatic cancer/Panc02 and KPC as well as human pancreatic cancer/Capan-1 cells) prove efficient nanocarrier uptake and promising cytostatic efficacy. Specifically for KPC cells, ITC/Toc@Gd2(FLP)3 nanocarriers show an increased efficacy, with half maximal inhibitory concentration (IC50: 4.2 μM) > 10 times lower than the free drugs (IC50: ITC: 47.7 μM, FLP: 143 μM). This points to the synergistic effect of the ITC/FLP drug cocktail in the nanocarriers and may result in a promising strategy to treat pancreatic ductal adenocarcinoma (PDAC).
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Affiliation(s)
- David Rudolph
- Institute for Inorganic Chemistry (IAC), Karlsruhe Institute of Technology (KIT) Engesserstraße 15 76131 Karlsruhe Germany
| | - Myrto Ischyropoulou
- University Medical Center Goettingen (UMG), Institute for Diagnostic and Interventional Radiology Robert-Koch-Straße 40 37075 Göttingen Germany
- Max-Planck-Institute for Multidisciplinary Sciences (MPI-NAT), Translational Molecular Imaging Hermann-Rein-Straße 3 37075 Göttingen Germany
| | - Juliana Pfeifer
- Institute of Functional Interfaces, Karlsruhe Institute of Technology (KIT) Hermann-von-Helmholtz-Platz 1 76344 Eggenstein-Leopoldshafen Germany
| | - Joanna Napp
- University Medical Center Goettingen (UMG), Institute for Diagnostic and Interventional Radiology Robert-Koch-Straße 40 37075 Göttingen Germany
- Max-Planck-Institute for Multidisciplinary Sciences (MPI-NAT), Translational Molecular Imaging Hermann-Rein-Straße 3 37075 Göttingen Germany
| | - Ute Schepers
- Institute of Functional Interfaces, Karlsruhe Institute of Technology (KIT) Hermann-von-Helmholtz-Platz 1 76344 Eggenstein-Leopoldshafen Germany
| | - Frauke Alves
- University Medical Center Goettingen (UMG), Institute for Diagnostic and Interventional Radiology Robert-Koch-Straße 40 37075 Göttingen Germany
- Max-Planck-Institute for Multidisciplinary Sciences (MPI-NAT), Translational Molecular Imaging Hermann-Rein-Straße 3 37075 Göttingen Germany
- Clinic of Hematology and Medical Oncology, University Medical Center Göttingen Robert-Koch-Straße 40 37075 Göttingen Germany
| | - Claus Feldmann
- Institute for Inorganic Chemistry (IAC), Karlsruhe Institute of Technology (KIT) Engesserstraße 15 76131 Karlsruhe Germany
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Erreni M, Fumagalli MR, Zanini D, Candiello E, Tiberi G, Parente R, D’Anna R, Magrini E, Marchesi F, Cappello P, Doni A. Multiplexed Imaging Mass Cytometry Analysis in Preclinical Models of Pancreatic Cancer. Int J Mol Sci 2024; 25:1389. [PMID: 38338669 PMCID: PMC10855072 DOI: 10.3390/ijms25031389] [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: 12/28/2023] [Revised: 01/19/2024] [Accepted: 01/20/2024] [Indexed: 02/12/2024] Open
Abstract
Pancreatic ductal adenocarcinoma (PDAC) is one of the most lethal cancers. PDAC is characterized by a complex tumor microenvironment (TME), that plays a pivotal role in disease progression and resistance to therapy. Investigating the spatial distribution and interaction of TME cells with the tumor is the basis for understanding the mechanisms underlying disease progression and represents a current challenge in PDAC research. Imaging mass cytometry (IMC) is the major multiplex imaging technology for the spatial analysis of tumor heterogeneity. However, there is a dearth of reports of multiplexed IMC panels for different preclinical mouse models, including pancreatic cancer. We addressed this gap by utilizing two preclinical models of PDAC: the genetically engineered, bearing KRAS-TP53 mutations in pancreatic cells, and the orthotopic, and developed a 28-marker panel for single-cell IMC analysis to assess the abundance, distribution and phenotypes of cells involved in PDAC progression and their reciprocal functional interactions. Herein, we provide an unprecedented definition of the distribution of TME cells in PDAC and compare the diversity between transplanted and genetic disease models. The results obtained represent an important and customizable tool for unraveling the complexities of PDAC and deciphering the mechanisms behind therapy resistance.
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Affiliation(s)
- Marco Erreni
- Unit of Multiscale and Nanostructural Imaging, IRCCS Humanitas Research Hospital -, via Manzoni 56, 20089 Rozzano, Milan, Italy
- Department of Biomedical Sciences, Humanitas University, Via Rita Levi Montalcini 4, Pieve Emanuele, 20072 Milan, Italy
| | - Maria Rita Fumagalli
- Unit of Multiscale and Nanostructural Imaging, IRCCS Humanitas Research Hospital -, via Manzoni 56, 20089 Rozzano, Milan, Italy
| | - Damiano Zanini
- Unit of Multiscale and Nanostructural Imaging, IRCCS Humanitas Research Hospital -, via Manzoni 56, 20089 Rozzano, Milan, Italy
| | - Ermes Candiello
- Department of Molecular Biotechnology and Health Sciences, University of Turin, Piazza Nizza 44b, 10126 Torino, Italy
| | - Giorgia Tiberi
- Department of Molecular Biotechnology and Health Sciences, University of Turin, Piazza Nizza 44b, 10126 Torino, Italy
| | - Raffaella Parente
- Unit of Multiscale and Nanostructural Imaging, IRCCS Humanitas Research Hospital -, via Manzoni 56, 20089 Rozzano, Milan, Italy
| | - Raffaella D’Anna
- Unit of Multiscale and Nanostructural Imaging, IRCCS Humanitas Research Hospital -, via Manzoni 56, 20089 Rozzano, Milan, Italy
| | - Elena Magrini
- IRCCS Humanitas Research Hospital -, via Manzoni 56, 20089 Rozzano, Milan, Italy
| | - Federica Marchesi
- IRCCS Humanitas Research Hospital -, via Manzoni 56, 20089 Rozzano, Milan, Italy
- Department of Medical Biotechnology and Translational Medicine, University of Milan, 20133 Milan, Italy
| | - Paola Cappello
- Department of Molecular Biotechnology and Health Sciences, University of Turin, Piazza Nizza 44b, 10126 Torino, Italy
| | - Andrea Doni
- Unit of Multiscale and Nanostructural Imaging, IRCCS Humanitas Research Hospital -, via Manzoni 56, 20089 Rozzano, Milan, Italy
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Zhang X, Detering L, Heo GS, Sultan D, Luehmann H, Li L, Somani V, Lesser J, Tao J, Kang LI, Li A, Lahad D, Rho S, Ruzinova MB, DeNardo DG, Dehdashti F, Lim KH, Liu Y. Chemokine Receptor 2 Targeted PET/CT Imaging Distant Metastases in Pancreatic Ductal Adenocarcinoma. ACS Pharmacol Transl Sci 2024; 7:285-293. [PMID: 38230294 PMCID: PMC10789124 DOI: 10.1021/acsptsci.3c00303] [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: 10/26/2023] [Revised: 11/15/2023] [Accepted: 11/16/2023] [Indexed: 01/18/2024]
Abstract
Pancreatic ductal adenocarcinoma (PDAC) is one of the most aggressive and treatment-refractory malignancies. The lack of an effective screening tool results in the majority of patients being diagnosed at late stages, which underscores the urgent need to develop more sensitive and specific imaging modalities, particularly in detecting occult metastases, to aid clinical decision-making. The tumor microenvironment of PDAC is heavily infiltrated with myeloid-derived suppressor cells (MDSCs) that express C-C chemokine receptor type 2 (CCR2). These CCR2-expressing MDSCs accumulate at a very early stage of metastasis and greatly outnumber PDAC cells, making CCR2 a promising target for detecting early, small metastatic lesions that have scant PDAC cells. Herein, we evaluated a CCR2 targeting PET tracer (68Ga-DOTA-ECL1i) for PET imaging on PDAC metastasis in two mouse models. Positron emission tomography/computed tomography (PET/CT) imaging of 68Ga-DOTA-ECL1i was performed in a hemisplenic injection metastasis model (KI) and a genetically engineered orthotopic PDAC model (KPC), which were compared with 18F-FDG PET concurrently. Autoradiography, hematoxylin and eosin (H&E), and CCR2 immunohistochemical staining were performed to characterize the metastatic lesions. PET/CT images visualized the PDAC metastases in the liver/lung of KI mice and in the liver of KPC mice. Quantitative uptake analysis revealed increased metastasis uptake during disease progression in both models. In comparison, 18F-FDG PET failed to detect any metastases during the time course studies. H&E staining showed metastases in the liver and lung of KI mice, within which immunostaining clearly demonstrated the overexpression of CCR2 as well as CCR2+ cell infiltration into the normal liver. H&E staining, CCR2 staining, and autoradiography also confirmed the expression of CCR2 and the uptake of 68Ga-DOTA-ECL1i in the metastatic foci in KPC mice. Using our novel CCR2 targeted radiotracer 68Ga-DOTA-ECL1i and PET/CT, we demonstrated the sensitive and specific detection of CCR2 in the early PDAC metastases in two mouse models, indicating its potential in future clinical translation.
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Affiliation(s)
- Xiaohui Zhang
- Department
of Radiology, Washington University in St.
Louis, St. Louis, Missouri 63110, United States
| | - Lisa Detering
- Department
of Radiology, Washington University in St.
Louis, St. Louis, Missouri 63110, United States
| | - Gyu Seong Heo
- Department
of Radiology, Washington University in St.
Louis, St. Louis, Missouri 63110, United States
| | - Deborah Sultan
- Department
of Radiology, Washington University in St.
Louis, St. Louis, Missouri 63110, United States
| | - Hannah Luehmann
- Department
of Radiology, Washington University in St.
Louis, St. Louis, Missouri 63110, United States
| | - Lin Li
- Division
of Oncology, Department of Medicine, Washington
University in St. Louis, St. Louis, Missouri 63110, United States
| | - Vikas Somani
- Division
of Oncology, Department of Medicine, Washington
University in St. Louis, St. Louis, Missouri 63110, United States
| | - Josie Lesser
- Department
of Anthropology, Washington University in
St. Louis, St. Louis, Missouri 63110, United States
| | - Joan Tao
- Department
of Medicine, University of Missouri, Columbia, Missouri 65211, United States
| | - Liang-I. Kang
- Department
of Pathology and Immunology, Washington
University in St. Louis, St. Louis, Missouri 63110, United States
| | - Alexandria Li
- Department
of Radiology, Washington University in St.
Louis, St. Louis, Missouri 63110, United States
| | - Divangana Lahad
- Department
of Radiology, Washington University in St.
Louis, St. Louis, Missouri 63110, United States
| | - Shinji Rho
- Department
of Medicine, Washington University in St.
Louis, St. Louis, Missouri 63110, United States
| | - Marianna B. Ruzinova
- Department
of Pathology and Immunology, Washington
University in St. Louis, St. Louis, Missouri 63110, United States
| | - David G. DeNardo
- Division
of Oncology, Department of Medicine, Washington
University in St. Louis, St. Louis, Missouri 63110, United States
- Department
of Pathology and Immunology, Washington
University in St. Louis, St. Louis, Missouri 63110, United States
| | - Farrokh Dehdashti
- Department
of Radiology, Washington University in St.
Louis, St. Louis, Missouri 63110, United States
| | - Kian-Huat Lim
- Division
of Oncology, Department of Medicine, Washington
University in St. Louis, St. Louis, Missouri 63110, United States
| | - Yongjian Liu
- Department
of Radiology, Washington University in St.
Louis, St. Louis, Missouri 63110, United States
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Song T, Kong B, Liu R, Luo Y, Wang Y, Zhao Y. Bioengineering Approaches for the Pancreatic Tumor Organoids Research and Application. Adv Healthc Mater 2024; 13:e2300984. [PMID: 37694339 DOI: 10.1002/adhm.202300984] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2023] [Revised: 08/29/2023] [Indexed: 09/12/2023]
Abstract
Pancreatic cancer is a highly lethal form of digestive malignancy that poses significant health risks to individuals worldwide. Chemotherapy-based comprehensive treatment is the primary therapeutic approach for midlife and late-life patients. Nevertheless, the heterogeneity of the tumor and individual genetic backgrounds result in substantial variations in drug sensitivity among patients, rendering a single treatment regimen unsuitable for all patients. Conventional pancreatic cancer tumor organoid models are capable of emulating the biological traits of pancreatic cancer and are utilized in drug development and screening. However, these tumor organoids can still not mimic the tumor microenvironment (TME) in vivo, and the poor controllability in the preparation process hinders translation from essential drug screening to clinical pharmacological therapy. In recent years, many engineering methods with remarkable results have been used to develop pancreatic cancer organoid models, including bio-hydrogel, co-culture, microfluidic, and gene editing. Here, this work summarizes and analyzes the recent developments in engineering pancreatic tumor organoid models. In addition, the future direction of improving engineered pancreatic cancer organoids is discussed for their application prospects in clinical treatment.
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Affiliation(s)
- Taiyu Song
- Department of Rheumatology and Immunology, Nanjing Drum Tower Hospital, Medical School, Nanjing University, Nanjing, 210002, China
| | - Bin Kong
- Department of Rheumatology and Immunology, Nanjing Drum Tower Hospital, Medical School, Nanjing University, Nanjing, 210002, China
| | - Rui Liu
- Department of Rheumatology and Immunology, Nanjing Drum Tower Hospital, Medical School, Nanjing University, Nanjing, 210002, China
| | - Yuan Luo
- State Key Laboratory of Toxicology and Medical Countermeasures, Beijing Institute of Pharmacology and Toxicology, Beijing, 100850, China
| | - Yongan Wang
- State Key Laboratory of Toxicology and Medical Countermeasures, Beijing Institute of Pharmacology and Toxicology, Beijing, 100850, China
| | - Yuanjin Zhao
- Department of Rheumatology and Immunology, Nanjing Drum Tower Hospital, Medical School, Nanjing University, Nanjing, 210002, China
- State Key Laboratory of Bioelectronics, School of Biological Science and Medical Engineering, Southeast University, Nanjing, 210096, China
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Giardino Torchia ML, Moody G. DIALing-up the preclinical characterization of gene-modified adoptive cellular immunotherapies. Front Immunol 2023; 14:1264882. [PMID: 38090585 PMCID: PMC10713823 DOI: 10.3389/fimmu.2023.1264882] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2023] [Accepted: 10/27/2023] [Indexed: 12/18/2023] Open
Abstract
The preclinical characterization of gene modified adoptive cellular immunotherapy candidates for clinical development often requires the use of mouse models. Gene-modified lymphocytes (GML) incorporating chimeric antigen receptors (CAR) and T-cell receptors (TCR) into immune effector cells require in vivo characterization of biological activity, mechanism of action, and preclinical safety. Typically, this characterization involves the assessment of dose-dependent, on-target, on-tumor activity in severely immunocompromised mice. While suitable for the purpose of evaluating T cell-expressed transgene function in a living host, this approach falls short in translating cellular therapy efficacy, safety, and persistence from preclinical models to humans. To comprehensively characterize cell therapy products in mice, we have developed a framework called "DIAL". This framework aims to enable an end-to-end understanding of genetically engineered cellular immunotherapies in vivo, from infusion to tumor clearance and long-term immunosurveillance. The acronym DIAL stands for Distribution, Infiltration, Accumulation, and Longevity, compartmentalizing the systemic attributes of gene-modified cellular therapy and providing a platform for optimization with the ultimate goal of improving therapeutic efficacy. This review will discuss both existent and emerging examples of DIAL characterization in mouse models, as well as opportunities for future development and optimization.
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Affiliation(s)
| | - Gordon Moody
- Cell Therapy Unit, Oncology Research, AstraZeneca, Gaithersburg, MD, United States
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Wattenberg MM, Coho H, Herrera VM, Graham K, Stone ML, Xue Y, Chang RB, Cassella C, Liu M, Choi-Bose S, Thomas SK, Choi H, Li Y, Markowitz K, Melendez L, Gianonne M, Bose N, Beatty GL. Cancer immunotherapy via synergistic coactivation of myeloid receptors CD40 and Dectin-1. Sci Immunol 2023; 8:eadj5097. [PMID: 37976347 PMCID: PMC11034815 DOI: 10.1126/sciimmunol.adj5097] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2023] [Accepted: 09/15/2023] [Indexed: 11/19/2023]
Abstract
Myeloid cells facilitate T cell immune evasion in cancer yet are pliable and have antitumor potential. Here, by cotargeting myeloid activation molecules, we leveraged the myeloid compartment as a therapeutic vulnerability in mouse models of pancreatic cancer. Myeloid cells in solid tumors expressed activation receptors including the pattern recognition receptor Dectin-1 and the TNF receptor superfamily member CD40. In mouse models of checkpoint inhibitor-resistant pancreatic cancer, coactivation of Dectin-1, via systemic β-glucan therapy, and CD40, with agonist antibody treatment, eradicated established tumors and induced immunological memory. Antitumor activity was dependent on cDC1s and T cells but did not require classical T cell-mediated cytotoxicity or blockade of checkpoint molecules. Rather, targeting CD40 drove T cell-mediated IFN-γ signaling, which converged with Dectin-1 activation to program distinct macrophage subsets to facilitate tumor responses. Thus, productive cancer immune surveillance in pancreatic tumors resistant to checkpoint inhibition can be invoked by coactivation of complementary myeloid signaling pathways.
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Affiliation(s)
- Max M. Wattenberg
- Division of Hematology-Oncology, Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA
- Abramson Cancer Center, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA
| | - Heather Coho
- Division of Hematology-Oncology, Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA
- Abramson Cancer Center, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA
| | - Veronica M. Herrera
- Division of Hematology-Oncology, Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA
- Abramson Cancer Center, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA
| | - Kathleen Graham
- Division of Hematology-Oncology, Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA
- Abramson Cancer Center, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA
| | - Meredith L. Stone
- Division of Hematology-Oncology, Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA
- Abramson Cancer Center, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA
| | - Yuqing Xue
- Division of Hematology-Oncology, Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA
- Abramson Cancer Center, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA
| | - Renee B. Chang
- Division of Hematology-Oncology, Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA
- Abramson Cancer Center, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA
| | - Christopher Cassella
- Division of Hematology-Oncology, Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA
- Abramson Cancer Center, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA
| | - Mingen Liu
- Division of Hematology-Oncology, Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA
- Abramson Cancer Center, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA
| | - Shaanti Choi-Bose
- Division of Hematology-Oncology, Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA
- Abramson Cancer Center, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA
| | - Stacy K. Thomas
- Division of Hematology-Oncology, Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA
- Abramson Cancer Center, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA
| | - Hana Choi
- Division of Hematology-Oncology, Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA
- Abramson Cancer Center, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA
| | - Yan Li
- Division of Hematology-Oncology, Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA
- Abramson Cancer Center, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA
| | - Kelly Markowitz
- Division of Hematology-Oncology, Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA
- Abramson Cancer Center, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA
| | - Lauren Melendez
- Division of Hematology-Oncology, Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA
- Abramson Cancer Center, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA
| | - Michael Gianonne
- Division of Hematology-Oncology, Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA
- Abramson Cancer Center, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA
| | | | - Gregory L. Beatty
- Division of Hematology-Oncology, Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA
- Abramson Cancer Center, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA
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Montrazi ET, Sasson K, Agemy L, Peters DC, Brenner O, Scherz A, Frydman L. High-sensitivity deuterium metabolic MRI differentiates acute pancreatitis from pancreatic cancers in murine models. Sci Rep 2023; 13:19998. [PMID: 37968574 PMCID: PMC10652017 DOI: 10.1038/s41598-023-47301-7] [Citation(s) in RCA: 14] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2023] [Accepted: 11/11/2023] [Indexed: 11/17/2023] Open
Abstract
Deuterium metabolic imaging (DMI) is a promising tool for investigating a tumor's biology, and eventually contribute in cancer diagnosis and prognosis. In DMI, [6,6'-2H2]-glucose is taken up and metabolized by different tissues, resulting in the formation of HDO but also in an enhanced formation of [3,3'-2H2]-lactate at the tumor site as a result of the Warburg effect. Recent studies have shown DMI's suitability to highlight pancreatic cancer in murine models by [3,3'-2H2]-lactate formation; an important question is whether DMI can also differentiate between these tumors and pancreatitis. This differentiation is critical, as these two diseases are hard to distinguish today radiologically, but have very different prognoses requiring distinctive treatments. Recent studies have shown the limitations that hyperpolarized MRI faces when trying to distinguish these pancreatic diseases by monitoring the [1-13C1]-pyruvate→[1-13C1]-lactate conversion. In this work, we explore DMI's capability to achieve such differentiation. Initial tests used a multi-echo (ME) SSFP sequence, to identify any metabolic differences between tumor and acute pancreatitis models that had been previously elicited very similar [1-13C1]-pyruvate→[1-13C1]-lactate conversion rates. Although ME-SSFP provides approximately 5 times greater signal-to-noise ratio (SNR) than the standard chemical shift imaging (CSI) experiment used in DMI, no lactate signal was observed in the pancreatitis model. To enhance lactate sensitivity further, we developed a new, weighted-average, CSI-SSFP approach for DMI. Weighted-average CSI-SSFP improved DMI's SNR by another factor of 4 over ME-SSFP-a sensitivity enhancement that sufficed to evidence natural abundance 2H fat in abdominal images, something that had escaped the previous approaches even at ultrahigh (15.2 T) MRI fields. Despite these efforts to enhance DMI's sensitivity, no lactate signal could be detected in acute pancreatitis models (n = 10; [3,3'-2H2]-lactate limit of detection < 100 µM; 15.2 T). This leads to the conclusion that pancreatic tumors and acute pancreatitis may be clearly distinguished by DMI, based on their different abilities to generate deuterated lactate.
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Affiliation(s)
- Elton T Montrazi
- Department of Chemical and Biological Physics, Weizmann Institute of Science, Rehovot, Israel
| | - Keren Sasson
- Department of Plant and Environmental Science, Weizmann Institute of Science, Rehovot, Israel
| | - Lilach Agemy
- Department of Plant and Environmental Science, Weizmann Institute of Science, Rehovot, Israel
| | - Dana C Peters
- Department of Radiology and Biomedical Imaging, Yale School of Medicine, New Haven, USA
| | - Ori Brenner
- Department of Veterinary Resources, Weizmann Institute of Science, Rehovot, Israel
| | - Avigdor Scherz
- Department of Plant and Environmental Science, Weizmann Institute of Science, Rehovot, Israel
| | - Lucio Frydman
- Department of Chemical and Biological Physics, Weizmann Institute of Science, Rehovot, Israel.
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Fernandez JL, Årbogen S, Sadeghinia MJ, Haram M, Snipstad S, Torp SH, Einen C, Mühlenpfordt M, Maardalen M, Vikedal K, Davies CDL. A Comparative Analysis of Orthotopic and Subcutaneous Pancreatic Tumour Models: Tumour Microenvironment and Drug Delivery. Cancers (Basel) 2023; 15:5415. [PMID: 38001675 PMCID: PMC10670202 DOI: 10.3390/cancers15225415] [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: 10/01/2023] [Revised: 11/07/2023] [Accepted: 11/10/2023] [Indexed: 11/26/2023] Open
Abstract
Pancreatic ductal adenocarcinoma (PDAC) remains a challenging malignancy, mainly due to its resistance to chemotherapy and its complex tumour microenvironment characterised by stromal desmoplasia. There is a need for new strategies to improve the delivery of drugs and therapeutic response. Relevant preclinical tumour models are needed to test potential treatments. This paper compared orthotopic and subcutaneous PDAC tumour models and their suitability for drug delivery studies. A novel aspect was the broad range of tumour properties that were studied, including tumour growth, histopathology, functional vasculature, perfusion, immune cell infiltration, biomechanical characteristics, and especially the extensive analysis of the structure and the orientation of the collagen fibres in the two tumour models. The study unveiled new insights into how these factors impact the uptake of a fluorescent model drug, the macromolecule called 800CW. While the orthotopic model offered a more clinically relevant microenvironment, the subcutaneous model offered advantages for drug delivery studies, primarily due to its reproducibility, and it was characterised by a more efficient drug uptake facilitated by its collagen organisation and well-perfused vasculature. The tumour uptake seemed to be influenced mainly by the structural organisation and the alignment of the collagen fibres and perfusion. Recognising the diverse characteristics of these models and their multifaceted impacts on drug delivery is crucial for designing clinically relevant experiments and improving our understanding of pancreatic cancer biology.
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Affiliation(s)
- Jessica Lage Fernandez
- Department of Physics, Norwegian University of Science and Technology, 7491 Trondheim, Norway; (S.Å.); (S.S.); (M.M.); (K.V.); (C.d.L.D.)
| | - Sara Årbogen
- Department of Physics, Norwegian University of Science and Technology, 7491 Trondheim, Norway; (S.Å.); (S.S.); (M.M.); (K.V.); (C.d.L.D.)
| | - Mohammad Javad Sadeghinia
- Department of Structural Engineering, Norwegian University of Science and Technology, 7491 Trondheim, Norway;
| | - Margrete Haram
- Department of Clinical and Molecular Medicine, Norwegian University of Science and Technology, 7491 Trondheim, Norway; (M.H.); (S.H.T.)
- Cancer Clinic, St. Olavs Hospital, 7006 Trondheim, Norway
- Department of Radiology and Nuclear Medicine, St. Olavs Hospital, Trondheim University Hospital, 7006 Trondheim, Norway
| | - Sofie Snipstad
- Department of Physics, Norwegian University of Science and Technology, 7491 Trondheim, Norway; (S.Å.); (S.S.); (M.M.); (K.V.); (C.d.L.D.)
- Cancer Clinic, St. Olavs Hospital, 7006 Trondheim, Norway
| | - Sverre Helge Torp
- Department of Clinical and Molecular Medicine, Norwegian University of Science and Technology, 7491 Trondheim, Norway; (M.H.); (S.H.T.)
- Department of Pathology, St. Olavs Hospital, Trondheim University Hospital, 7006 Trondheim, Norway
| | - Caroline Einen
- Department of Physics, Norwegian University of Science and Technology, 7491 Trondheim, Norway; (S.Å.); (S.S.); (M.M.); (K.V.); (C.d.L.D.)
| | - Melina Mühlenpfordt
- Department of Physics, Norwegian University of Science and Technology, 7491 Trondheim, Norway; (S.Å.); (S.S.); (M.M.); (K.V.); (C.d.L.D.)
- EXACT Therapeutics, 0581 Oslo, Norway
| | - Matilde Maardalen
- Department of Physics, Norwegian University of Science and Technology, 7491 Trondheim, Norway; (S.Å.); (S.S.); (M.M.); (K.V.); (C.d.L.D.)
- Department of Engineering Science, University of Oxford, Oxford OX1 3NP, UK
| | - Krister Vikedal
- Department of Physics, Norwegian University of Science and Technology, 7491 Trondheim, Norway; (S.Å.); (S.S.); (M.M.); (K.V.); (C.d.L.D.)
- Department of Microbiology, Oslo University Hospital, 0424 Oslo, Norway
| | - Catharina de Lange Davies
- Department of Physics, Norwegian University of Science and Technology, 7491 Trondheim, Norway; (S.Å.); (S.S.); (M.M.); (K.V.); (C.d.L.D.)
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Boelaars K, Goossens-Kruijssen L, Wang D, de Winde CM, Rodriguez E, Lindijer D, Springer B, van der Haar Àvila I, de Haas A, Wehry L, Boon L, Mebius RE, van Montfoort N, Wuhrer M, den Haan JMM, van Vliet SJ, van Kooyk Y. Unraveling the impact of sialic acids on the immune landscape and immunotherapy efficacy in pancreatic cancer. J Immunother Cancer 2023; 11:e007805. [PMID: 37940346 PMCID: PMC10632901 DOI: 10.1136/jitc-2023-007805] [Citation(s) in RCA: 17] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 09/17/2023] [Indexed: 11/10/2023] Open
Abstract
BACKGROUND Pancreatic ductal adenocarcinoma (PDAC) is one of the deadliest cancers. Despite the successful application of immune checkpoint blockade in a range of human cancers, immunotherapy in PDAC remains unsuccessful. PDAC is characterized by a desmoplastic, hypoxic and highly immunosuppressive tumor microenvironment (TME), where T-cell infiltration is often lacking (immune desert), or where T cells are located distant from the tumor islands (immune excluded). Converting the TME to an immune-inflamed state, allowing T-cell infiltration, could increase the success of immunotherapy in PDAC. METHOD In this study, we use the KPC3 subcutaneous PDAC mouse model to investigate the role of tumor-derived sialic acids in shaping the tumor immune landscape. A sialic acid deficient KPC3 line was generated by genetic knock-out of the CMAS (cytidine monophosphate N-acetylneuraminic acid synthetase) enzyme, a critical enzyme in the synthesis of sialic acid-containing glycans. The effect of sialic acid-deficiency on immunotherapy efficacy was assessed by treatment with anti-programmed cell death protein 1 (PD-1) and agonistic CD40. RESULT The absence of sialic acids in KPC3 tumors resulted in increased numbers of CD4+ and CD8+ T cells in the TME, and reduced frequencies of CD4+ regulatory T cells (Tregs) within the T-cell population. Importantly, CD8+ T cells were able to infiltrate the tumor islands in sialic acid-deficient tumors. These favorable alterations in the immune landscape sensitized sialic acid-deficient tumors to immunotherapy, which was ineffective in sialic acid-expressing KPC3 tumors. In addition, high expression of sialylation-related genes in human pancreatic cancer correlated with decreased CD8+ T-cell infiltration, increased presence of Tregs, and poorer survival probability. CONCLUSION Our results demonstrate that tumor-derived sialic acids mediate T-cell exclusion within the PDAC TME, thereby impairing immunotherapy efficacy. Targeting sialic acids represents a potential strategy to enhance T-cell infiltration and improve immunotherapy outcomes in PDAC.
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Affiliation(s)
- Kelly Boelaars
- Molecular Cell Biology & Immunology, Amsterdam institute for Infection and Immunity, Cancer Center Amsterdam, Amsterdam UMC Location VUmc, Amsterdam, The Netherlands
| | - Laura Goossens-Kruijssen
- Molecular Cell Biology & Immunology, Amsterdam institute for Infection and Immunity, Cancer Center Amsterdam, Amsterdam UMC Location VUmc, Amsterdam, The Netherlands
| | - Di Wang
- Center for Proteomics and Metabolomics, Leiden University Medical Center, Leiden, The Netherlands
| | - Charlotte M de Winde
- Molecular Cell Biology & Immunology, Amsterdam institute for Infection and Immunity, Cancer Center Amsterdam, Amsterdam UMC Location VUmc, Amsterdam, The Netherlands
| | - Ernesto Rodriguez
- Molecular Cell Biology & Immunology, Amsterdam institute for Infection and Immunity, Cancer Center Amsterdam, Amsterdam UMC Location VUmc, Amsterdam, The Netherlands
| | - Dimitri Lindijer
- Molecular Cell Biology & Immunology, Amsterdam institute for Infection and Immunity, Cancer Center Amsterdam, Amsterdam UMC Location VUmc, Amsterdam, The Netherlands
| | - Babet Springer
- Molecular Cell Biology & Immunology, Amsterdam institute for Infection and Immunity, Cancer Center Amsterdam, Amsterdam UMC Location VUmc, Amsterdam, The Netherlands
| | - Irene van der Haar Àvila
- Molecular Cell Biology & Immunology, Amsterdam institute for Infection and Immunity, Cancer Center Amsterdam, Amsterdam UMC Location VUmc, Amsterdam, The Netherlands
| | - Aram de Haas
- Molecular Cell Biology & Immunology, Amsterdam institute for Infection and Immunity, Cancer Center Amsterdam, Amsterdam UMC Location VUmc, Amsterdam, The Netherlands
| | - Laetitia Wehry
- Molecular Cell Biology & Immunology, Amsterdam institute for Infection and Immunity, Cancer Center Amsterdam, Amsterdam UMC Location VUmc, Amsterdam, The Netherlands
| | | | - Reina E Mebius
- Molecular Cell Biology & Immunology, Amsterdam institute for Infection and Immunity, Cancer Center Amsterdam, Amsterdam UMC Location VUmc, Amsterdam, The Netherlands
| | - Nadine van Montfoort
- Department of Gastroenterology and Hepatology, Leiden University Medical Center, Leiden, The Netherlands
| | - Manfred Wuhrer
- Center for Proteomics and Metabolomics, Leiden University Medical Center, Leiden, The Netherlands
| | - Joke M M den Haan
- Molecular Cell Biology & Immunology, Amsterdam institute for Infection and Immunity, Cancer Center Amsterdam, Amsterdam UMC Location VUmc, Amsterdam, The Netherlands
| | - Sandra J van Vliet
- Molecular Cell Biology & Immunology, Amsterdam institute for Infection and Immunity, Cancer Center Amsterdam, Amsterdam UMC Location VUmc, Amsterdam, The Netherlands
| | - Yvette van Kooyk
- Molecular Cell Biology & Immunology, Amsterdam institute for Infection and Immunity, Cancer Center Amsterdam, Amsterdam UMC Location VUmc, Amsterdam, The Netherlands
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Xu Y, Fu J, Henderson M, Lee F, Jurcak N, Henn A, Wahl J, Shao Y, Wang J, Lyman M, Funes V, Espinoza B, Zhang R, Washington I, Chen SY, Zlomke H, Wang J, Niu N, Li P, Meng F, Burns W, Friedrich M, Stienen S, Bailis JM, Zheng L. CLDN18.2 BiTE Engages Effector and Regulatory T Cells for Antitumor Immune Response in Preclinical Models of Pancreatic Cancer. Gastroenterology 2023; 165:1219-1232. [PMID: 37507075 PMCID: PMC11008763 DOI: 10.1053/j.gastro.2023.06.037] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/17/2022] [Revised: 06/26/2023] [Accepted: 06/30/2023] [Indexed: 07/30/2023]
Abstract
BACKGROUND & AIMS BiTE (bispecific T-cell engager) immune therapy has demonstrated clinical activity in multiple tumor indications, but its influence in the tumor microenvironment remains unclear. CLDN18.2 is overexpressed in solid tumors including gastric cancer (GC) and pancreatic ductal adenocarcinoma (PDAC), both of which are characterized by the presence of immunosuppressive cells, including regulatory T cells (Tregs) and few effector T cells (Teffs). METHODS We evaluated the activity of AMG 910, a CLDN18.2-targeted half-life extended (HLE) BiTE molecule, in GC and PDAC preclinical models and cocultured Tregs and Teffs in the presence of CLDN18.2-HLE-BiTE. RESULTS AMG 910 induced potent, specific cytotoxicity in GC and PDAC cell lines. In GSU and SNU-620 GC xenograft models, AMG 910 engaged human CD3+ T cells with tumor cells, resulting in significant antitumor activity. AMG 910 monotherapy, in combination with a programmed death-1 (PD-1) inhibitor, suppressed tumor growth and enhanced survival in an orthotopic Panc4.14 PDAC model. Moreover, Treg infusion enhanced the antitumor efficacy of AMG 910 in the Panc4.14 model. In syngeneic KPC models of PDAC, treatment with a mouse surrogate CLDN18.2-HLE-BiTE (muCLDN18.2-HLE-BiTE) or the combination with an anti-PD-1 antibody significantly inhibited tumor growth. Tregs isolated from mice bearing KPC tumors that were treated with muCLDN18.2-HLE-BiTE showed decreased T cell suppressive activity and enhanced Teff cytotoxic activity, associated with increased production of type I cytokines and expression of Teff gene signatures. CONCLUSIONS Our data suggest that BiTE molecule treatment converts Treg function from immunosuppressive to immune enhancing, leading to antitumor activity in immunologically "cold" tumors.
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Affiliation(s)
- Yao Xu
- The Sidney Kimmel Comprehensive Cancer Center and Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, Maryland; Department of Surgery, Johns Hopkins University School of Medicine, Baltimore, Maryland; The Pancreatic Cancer Precision Medicine Center of Excellence Program, Johns Hopkins University School of Medicine, Baltimore, Maryland; The Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Juan Fu
- The Sidney Kimmel Comprehensive Cancer Center and Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, Maryland; The Pancreatic Cancer Precision Medicine Center of Excellence Program, Johns Hopkins University School of Medicine, Baltimore, Maryland; The Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - MacKenzie Henderson
- The Sidney Kimmel Comprehensive Cancer Center and Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, Maryland; The Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Fei Lee
- Oncology Research, Amgen Research, Amgen, Inc, South San Francisco, California
| | - Noelle Jurcak
- The Sidney Kimmel Comprehensive Cancer Center and Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, Maryland; The Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University School of Medicine, Baltimore, Maryland; The Cellular and Molecular Medicine Graduate Program, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Anja Henn
- Translational Safety and Bioanalytical Sciences, Amgen Research (Munich) GmbH, Munich, Germany
| | - Joachim Wahl
- Translational Safety and Bioanalytical Sciences, Amgen Research (Munich) GmbH, Munich, Germany
| | - Yingkuan Shao
- The Sidney Kimmel Comprehensive Cancer Center and Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, Maryland; The Pancreatic Cancer Precision Medicine Center of Excellence Program, Johns Hopkins University School of Medicine, Baltimore, Maryland; The Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Jianxin Wang
- The Sidney Kimmel Comprehensive Cancer Center and Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, Maryland; The Pancreatic Cancer Precision Medicine Center of Excellence Program, Johns Hopkins University School of Medicine, Baltimore, Maryland; The Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Melissa Lyman
- The Sidney Kimmel Comprehensive Cancer Center and Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, Maryland; The Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University School of Medicine, Baltimore, Maryland; The Cellular and Molecular Medicine Graduate Program, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Vanessa Funes
- The Sidney Kimmel Comprehensive Cancer Center and Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, Maryland; The Pancreatic Cancer Precision Medicine Center of Excellence Program, Johns Hopkins University School of Medicine, Baltimore, Maryland; The Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Birginia Espinoza
- The Sidney Kimmel Comprehensive Cancer Center and Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, Maryland; The Pancreatic Cancer Precision Medicine Center of Excellence Program, Johns Hopkins University School of Medicine, Baltimore, Maryland; The Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Rui Zhang
- The Sidney Kimmel Comprehensive Cancer Center and Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, Maryland; The Pancreatic Cancer Precision Medicine Center of Excellence Program, Johns Hopkins University School of Medicine, Baltimore, Maryland; The Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - India Washington
- The Sidney Kimmel Comprehensive Cancer Center and Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, Maryland; The Pancreatic Cancer Precision Medicine Center of Excellence Program, Johns Hopkins University School of Medicine, Baltimore, Maryland; The Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Sophia Y Chen
- The Sidney Kimmel Comprehensive Cancer Center and Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, Maryland; Department of Surgery, Johns Hopkins University School of Medicine, Baltimore, Maryland; The Pancreatic Cancer Precision Medicine Center of Excellence Program, Johns Hopkins University School of Medicine, Baltimore, Maryland; The Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Haley Zlomke
- The Sidney Kimmel Comprehensive Cancer Center and Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, Maryland; Department of Surgery, Johns Hopkins University School of Medicine, Baltimore, Maryland; The Pancreatic Cancer Precision Medicine Center of Excellence Program, Johns Hopkins University School of Medicine, Baltimore, Maryland; The Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Junke Wang
- The Sidney Kimmel Comprehensive Cancer Center and Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, Maryland; The Pancreatic Cancer Precision Medicine Center of Excellence Program, Johns Hopkins University School of Medicine, Baltimore, Maryland; The Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Nan Niu
- The Sidney Kimmel Comprehensive Cancer Center and Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, Maryland; The Pancreatic Cancer Precision Medicine Center of Excellence Program, Johns Hopkins University School of Medicine, Baltimore, Maryland; The Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Pan Li
- The Sidney Kimmel Comprehensive Cancer Center and Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, Maryland; The Pancreatic Cancer Precision Medicine Center of Excellence Program, Johns Hopkins University School of Medicine, Baltimore, Maryland; The Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Fengxi Meng
- The Sidney Kimmel Comprehensive Cancer Center and Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, Maryland; The Pancreatic Cancer Precision Medicine Center of Excellence Program, Johns Hopkins University School of Medicine, Baltimore, Maryland; The Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - William Burns
- The Sidney Kimmel Comprehensive Cancer Center and Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, Maryland; Department of Surgery, Johns Hopkins University School of Medicine, Baltimore, Maryland; The Pancreatic Cancer Precision Medicine Center of Excellence Program, Johns Hopkins University School of Medicine, Baltimore, Maryland; The Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Matthias Friedrich
- Translational Safety and Bioanalytical Sciences, Amgen Research (Munich) GmbH, Munich, Germany
| | - Sabine Stienen
- Clinical Development, Amgen Research (Munich) GmbH, Munich, Germany
| | - Julie M Bailis
- Oncology Research, Amgen Research, Amgen, Inc, South San Francisco, California.
| | - Lei Zheng
- The Sidney Kimmel Comprehensive Cancer Center and Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, Maryland; Department of Surgery, Johns Hopkins University School of Medicine, Baltimore, Maryland; The Pancreatic Cancer Precision Medicine Center of Excellence Program, Johns Hopkins University School of Medicine, Baltimore, Maryland; The Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University School of Medicine, Baltimore, Maryland; The Cellular and Molecular Medicine Graduate Program, Johns Hopkins University School of Medicine, Baltimore, Maryland.
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Li D, Wang R, Liang T, Ren H, Park C, Tai CH, Ni W, Zhou J, Mackay S, Edmondson E, Khan J, Croix BS, Ho M. Camel nanobody-based B7-H3 CAR-T cells show high efficacy against large solid tumours. Nat Commun 2023; 14:5920. [PMID: 37739951 PMCID: PMC10517151 DOI: 10.1038/s41467-023-41631-w] [Citation(s) in RCA: 24] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/24/2022] [Accepted: 09/11/2023] [Indexed: 09/24/2023] Open
Abstract
Rational design of chimeric antigen receptor T (CAR-T) cells based on the recognition of antigenic epitopes capable of evoking the most potent CAR activation is an important objective in optimizing immune therapy. In solid tumors, the B7-H3 transmembrane protein is an emerging target that harbours two distinct epitope motifs, IgC and IgV, in its ectodomain. Here, we generate dromedary camel nanobodies targeting B7-H3 and demonstrate that CAR-T cells, based on the nanobodies recognizing the IgC but not IgV domain, had potent antitumour activity against large tumors in female mice. These CAR-T cells are characterized by highly activated T cell signaling and significant tumor infiltration. Single-cell transcriptome RNA sequencing coupled with functional T-cell proteomics analysis uncovers the top-upregulated genes that might be critical for the persistence of polyfunctional CAR-T cells in mice. Our results highlight the importance of the specific target antigen epitope in governing optimal CAR-T activity and provide a nanobody-based B7-H3 CAR-T product for use in solid tumor therapy.
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Affiliation(s)
- Dan Li
- Laboratory of Molecular Biology, Center for Cancer Research, National Cancer Institute, Bethesda, MD, 20892, USA
| | - Ruixue Wang
- Laboratory of Molecular Biology, Center for Cancer Research, National Cancer Institute, Bethesda, MD, 20892, USA
| | - Tianyuzhou Liang
- Laboratory of Molecular Biology, Center for Cancer Research, National Cancer Institute, Bethesda, MD, 20892, USA
| | - Hua Ren
- Laboratory of Molecular Biology, Center for Cancer Research, National Cancer Institute, Bethesda, MD, 20892, USA
| | - Chaelee Park
- Laboratory of Molecular Biology, Center for Cancer Research, National Cancer Institute, Bethesda, MD, 20892, USA
| | - Chin-Hsien Tai
- Laboratory of Molecular Biology, Center for Cancer Research, National Cancer Institute, Bethesda, MD, 20892, USA
| | - Weiming Ni
- IsoPlexis Corporation, Branford, CT, 06405, USA
| | - Jing Zhou
- IsoPlexis Corporation, Branford, CT, 06405, USA
| | - Sean Mackay
- IsoPlexis Corporation, Branford, CT, 06405, USA
| | - Elijah Edmondson
- Molecular Histopathology Laboratory, Frederick National Laboratory for Cancer Research, Frederick, MD, 21702, USA
| | - Javed Khan
- Genetics Branch, Center for Cancer Research, National Cancer Institute, Bethesda, MD, 20892, USA
| | - Brad St Croix
- Mouse Cancer Genetics Program, Center for Cancer Research, National Cancer Institute, Frederick, MD, 21702, USA
| | - Mitchell Ho
- Laboratory of Molecular Biology, Center for Cancer Research, National Cancer Institute, Bethesda, MD, 20892, USA.
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45
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Liu S, Li F, Deng L, Ma Q, Lu W, Zhao Z, Liu H, Zhou Y, Hu M, Wang H, Yan Y, Zhao M, Zhang H, Du M. Claudin18.2 bispecific T cell engager armed oncolytic virus enhances antitumor effects against pancreatic cancer. Mol Ther Oncolytics 2023; 30:275-285. [PMID: 37701851 PMCID: PMC10493249 DOI: 10.1016/j.omto.2023.08.011] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2023] [Accepted: 08/22/2023] [Indexed: 09/14/2023] Open
Abstract
Bispecific T cell engagers (BiTEs) represent a promising immunotherapy, but their efficacy against immunologically cold tumors such as pancreatic ductal adenocarcinoma remains unclear. Oncolytic viruses (OVs) can transform the immunosuppressive tumor microenvironment into the active state and also serve as transgene vectors to selectively express the desired genes in tumor cells. This study aimed to investigate whether the therapeutic benefits of tumor-targeting Claudin18.2 BiTE can be augmented by combining cancer selectively and immune-potentiating effects of OVs. Claudin18.2/CD3 BiTE was inserted into herpes simplex virus type 1 (HSV-1) to construct an OV-BiTE. Its expression and function were assessed using reporter cells and peripheral blood mononuclear cell (PBMC) co-culture assays. Intratumoral application of OV-BiTE restrained tumor growth and prolonged mouse survival compared with the unarmed OV in xenograft models and syngeneic mice bearing CLDN18.2-expressing KPC or Pan02 pancreatic cancer cells. Flow cytometry of tumor-infiltrating immune cells suggested both OV-BiTE and the unarmed OV remodeled the tumor microenvironment by increasing CD4+ T cell infiltration and decreasing regulatory T cells. OV-BiTE further reprogrammed macrophages to a more pro-inflammatory antitumor state, and OV-BiTE-induced macrophages exhibited greater cytotoxicity on the co-cultured tumor cell. This dual cytotoxic and immunomodulatory approach warrants further development for pancreatic cancer before clinical investigation.
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Affiliation(s)
- Shiyu Liu
- Shanghai Institute for Advanced Immunochemical Studies, ShanghaiTech University, Shanghai 201210, China
- State Key Laboratory of Medicinal Chemical Biology, College of Life Sciences and Frontiers Science Center for Cell Responses, Nankai University, Tianjin 300071, China
- Beijing Institute of Biological Products Company Limited and CNBG-Nankai University Joint Research and Development Center, Beijing 100176, China
| | - Fan Li
- State Key Laboratory of Medicinal Chemical Biology, College of Life Sciences and Frontiers Science Center for Cell Responses, Nankai University, Tianjin 300071, China
- Beijing Institute of Biological Products Company Limited and CNBG-Nankai University Joint Research and Development Center, Beijing 100176, China
| | - Li Deng
- Beijing Institute of Biological Products Company Limited and CNBG-Nankai University Joint Research and Development Center, Beijing 100176, China
| | - Qiongqiong Ma
- State Key Laboratory of Medicinal Chemical Biology, College of Life Sciences and Frontiers Science Center for Cell Responses, Nankai University, Tianjin 300071, China
- Beijing Institute of Biological Products Company Limited and CNBG-Nankai University Joint Research and Development Center, Beijing 100176, China
| | - Wenyi Lu
- Department of Hematology, Tianjin First Central Hospital, Tianjin 300192, China
| | - Zhuoqian Zhao
- Shanghai Institute for Advanced Immunochemical Studies, ShanghaiTech University, Shanghai 201210, China
- State Key Laboratory of Medicinal Chemical Biology, College of Life Sciences and Frontiers Science Center for Cell Responses, Nankai University, Tianjin 300071, China
- Beijing Institute of Biological Products Company Limited and CNBG-Nankai University Joint Research and Development Center, Beijing 100176, China
| | - Huanzhen Liu
- Shanghai Institute for Advanced Immunochemical Studies, ShanghaiTech University, Shanghai 201210, China
| | - Yixuan Zhou
- Department of Oromaxillofacial-Head and Neck Surgery, Tianjin Stomatological Hospital, Tianjin 300041, China
| | - Manli Hu
- Shanghai Institute for Advanced Immunochemical Studies, ShanghaiTech University, Shanghai 201210, China
| | - Hui Wang
- Beijing Institute of Biological Products Company Limited and CNBG-Nankai University Joint Research and Development Center, Beijing 100176, China
| | - Yingbin Yan
- Department of Oromaxillofacial-Head and Neck Surgery, Tianjin Stomatological Hospital, Tianjin 300041, China
| | - Mingfeng Zhao
- Department of Hematology, Tianjin First Central Hospital, Tianjin 300192, China
| | - Hongkai Zhang
- Shanghai Institute for Advanced Immunochemical Studies, ShanghaiTech University, Shanghai 201210, China
- State Key Laboratory of Medicinal Chemical Biology, College of Life Sciences and Frontiers Science Center for Cell Responses, Nankai University, Tianjin 300071, China
- Beijing Institute of Biological Products Company Limited and CNBG-Nankai University Joint Research and Development Center, Beijing 100176, China
| | - Mingjuan Du
- Shanghai Institute for Advanced Immunochemical Studies, ShanghaiTech University, Shanghai 201210, China
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Pfisterer N, Ammer-Herrmenau C, Antweiler K, Küffer S, Ellenrieder V, Neesse A. Dynamics of intestinal and intratumoral microbiome signatures in genetically engineered mice and human pancreatic ductal adenocarcinoma. Pancreatology 2023; 23:663-673. [PMID: 37541802 DOI: 10.1016/j.pan.2023.07.008] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/27/2023] [Revised: 07/24/2023] [Accepted: 07/29/2023] [Indexed: 08/06/2023]
Abstract
BACKGROUND Emerging evidence has recently revealed a prominent role of the microbiome in pancreatic ductal adenocarcinoma (PDAC). However, while most observations were made in patients, mouse models still require a precise characterization of their disease-related microbiome to employ them for mechanistic and interventional preclinical studies. METHODS To investigate the fecal and tumoral microbiome of LSL-KrasG12D/+;LSL-Trp53R172H/+;Pdx-1-Cre (KPC) and control (CTRL) mice, Oxford Nanopore sequencing was applied. Feces were collected from 10 KPC mice and 10 CTRLs at 3 timepoints (6 weeks, 12 weeks, and when tumor-bearing (KPC) or 6 months (CTRL), respectively). Metagenomic sequencing was performed on feces DNA. KPC tumor and healthy pancreas DNA samples were subjected to 16S rRNA gene sequencing. Bacterial marker components were detected in KPC tumor tissue over time by fluorescence in situ hybridization (FISH) and immunohistochemistry (IHC). RESULTS Murine fecal samples showed a significantly different microbiome compared to age-matched healthy CTRLs regarding beta diversity (p = 0.001, R2 = 0.2-0.25 for Bray-Curtis). Adjusted human PDAC classifiers predicted disease status from feces of KPC mice achieving area under the receiver operating characteristic (AUROC) values of 80%. Furthermore, KPC tumors harbored significantly more bacterial components than healthy pancreas. Also the microbial composition differs significantly between KPC tumors and healthy pancreas tissue (p = 0.042 for Bray-Curtis). Microbiota found highly abundant in human PDAC samples were considerably more abundant in KPC tumors as compared to healthy pancreas samples (p-value <0.001). CONCLUSION KPC fecal samples show similarities with the microbial composition of stool samples from human PDAC patients.
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Affiliation(s)
- Nina Pfisterer
- Department of Gastroenterology, Gastrointestinal Oncology and Endocrinology, University Medical Center Goettingen, 37075, Goettingen, Germany; Clinical Research Unit KFO5002, University Medical Center Goettingen, 37075, Goettingen, Germany
| | - Christoph Ammer-Herrmenau
- Department of Gastroenterology, Gastrointestinal Oncology and Endocrinology, University Medical Center Goettingen, 37075, Goettingen, Germany; Clinical Research Unit KFO5002, University Medical Center Goettingen, 37075, Goettingen, Germany
| | - Kai Antweiler
- Institute of Medical Statistics, University Medical Center Goettingen, 37073, Goettingen, Germany
| | - Stefan Küffer
- Institute of Pathology, University Medical Center Goettingen, 37075, Goettingen, Germany
| | - Volker Ellenrieder
- Department of Gastroenterology, Gastrointestinal Oncology and Endocrinology, University Medical Center Goettingen, 37075, Goettingen, Germany; Clinical Research Unit KFO5002, University Medical Center Goettingen, 37075, Goettingen, Germany
| | - Albrecht Neesse
- Department of Gastroenterology, Gastrointestinal Oncology and Endocrinology, University Medical Center Goettingen, 37075, Goettingen, Germany; Clinical Research Unit KFO5002, University Medical Center Goettingen, 37075, Goettingen, Germany.
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47
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Fernández-Santiago C, López-López R, Piñeiro R. Models to study CTCs and CTC culture methods. INTERNATIONAL REVIEW OF CELL AND MOLECULAR BIOLOGY 2023; 381:57-98. [PMID: 37739484 DOI: 10.1016/bs.ircmb.2023.07.007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 09/24/2023]
Abstract
The vast majority of cancer-related deaths are due to the presence of disseminated disease. Understanding the metastatic process is key to achieving a reduction in cancer mortality. Particularly, there is a need to understand the molecular mechanisms that drive cancer metastasis, which will allow the identification of curative treatments for metastatic cancers. Liquid biopsies have arisen as a minimally invasive approach to gain insights into the biology of metastasis. Circulating tumour cells (CTCs), shed to the circulation from the primary tumour or metastatic lesions, are a key component of liquid biopsy. As metastatic precursors, CTCs hold the potential to unravel the mechanisms involved in metastasis formation as well as new therapeutic strategies for treating metastatic disease. However, the complex biology of CTCs together with their low frequency in circulation are factors hampering an in-depth mechanistic investigation of the metastatic process. To overcome these problems, CTC-derived models, including CTC-derived xenograft (CDX) and CTC-derived ex vivo cultures, in combination with more traditional in vivo models of metastasis, have emerged as powerful tools to investigate the biological features of CTCs facilitating cancer metastasis and uncover new therapeutic opportunities. In this chapter, we provide an up to date view of the diverse models used in different cancers to study the biology of CTCs, and of the methods developed for CTC culture and expansion, in vivo and ex vivo. We also report some of the main challenges and limitations that these models are facing.
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Affiliation(s)
- Cristóbal Fernández-Santiago
- Roche-Chus Joint Unit, Translational Medical Oncology Group (Oncomet), Health Research Institute of Santiago de Compostela, Santiago de Compostela, A Coruña, Spain
| | - Rafael López-López
- Roche-Chus Joint Unit, Translational Medical Oncology Group (Oncomet), Health Research Institute of Santiago de Compostela, Santiago de Compostela, A Coruña, Spain; University Clinical Hospital of Santiago de Compostela (CHUS/SERGAS), Santiago de Compostela, Spain; Centro de Investigación Biomédica en Red Cáncer (CIBERONC), Madrid, Spain
| | - Roberto Piñeiro
- Roche-Chus Joint Unit, Translational Medical Oncology Group (Oncomet), Health Research Institute of Santiago de Compostela, Santiago de Compostela, A Coruña, Spain; Centro de Investigación Biomédica en Red Cáncer (CIBERONC), Madrid, Spain.
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48
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Rafaeva M, Jensen ARD, Horton ER, Zornhagen KW, Strøbech JE, Fleischhauer L, Mayorca-Guiliani AE, Nielsen SR, Grønseth DS, Kuś F, Schoof EM, Arnes L, Koch M, Clausen-Schaumann H, Izzi V, Reuten R, Erler JT. Fibroblast-derived matrix models desmoplastic properties and forms a prognostic signature in cancer progression. Front Immunol 2023; 14:1154528. [PMID: 37539058 PMCID: PMC10395327 DOI: 10.3389/fimmu.2023.1154528] [Citation(s) in RCA: 14] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2023] [Accepted: 05/30/2023] [Indexed: 08/05/2023] Open
Abstract
The desmoplastic reaction observed in many cancers is a hallmark of disease progression and prognosis, particularly in breast and pancreatic cancer. Stromal-derived extracellular matrix (ECM) is significantly altered in desmoplasia, and as such plays a critical role in driving cancer progression. Using fibroblast-derived matrices (FDMs), we show that cancer cells have increased growth on cancer associated FDMs, when compared to FDMs derived from non-malignant tissue (normal) fibroblasts. We assess the changes in ECM characteristics from normal to cancer-associated stroma at the primary tumor site. Compositional, structural, and mechanical analyses reveal significant differences, with an increase in abundance of core ECM proteins, coupled with an increase in stiffness and density in cancer-associated FDMs. From compositional changes of FDM, we derived a 36-ECM protein signature, which we show matches in large part with the changes in pancreatic ductal adenocarcinoma (PDAC) tumor and metastases progression. Additionally, this signature also matches at the transcriptomic level in multiple cancer types in patients, prognostic of their survival. Together, our results show relevance of FDMs for cancer modelling and identification of desmoplastic ECM components for further mechanistic studies.
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Affiliation(s)
- Maria Rafaeva
- Biotech Research and Innovation Centre, University of Copenhagen, Copenhagen, Denmark
| | - Adina R. D. Jensen
- Biotech Research and Innovation Centre, University of Copenhagen, Copenhagen, Denmark
| | - Edward R. Horton
- Biotech Research and Innovation Centre, University of Copenhagen, Copenhagen, Denmark
| | - Kamilla W. Zornhagen
- Biotech Research and Innovation Centre, University of Copenhagen, Copenhagen, Denmark
| | - Jan E. Strøbech
- Biotech Research and Innovation Centre, University of Copenhagen, Copenhagen, Denmark
| | - Lutz Fleischhauer
- Center for Applied Tissue Engineering and Regenerative Medicine-CANTER, Munich University of Applied Sciences, Munich, Germany
- Center for NanoScience – CsNS, Ludwig-Maximilians-University Munich, Munich, Germany
| | | | - Sebastian R. Nielsen
- Biotech Research and Innovation Centre, University of Copenhagen, Copenhagen, Denmark
| | - Dina S. Grønseth
- Biotech Research and Innovation Centre, University of Copenhagen, Copenhagen, Denmark
| | - Filip Kuś
- Biotech Research and Innovation Centre, University of Copenhagen, Copenhagen, Denmark
| | - Erwin M. Schoof
- Biotech Research and Innovation Centre, University of Copenhagen, Copenhagen, Denmark
- Department of Biotechnology and Biomedicine, Technical University of Denmark, Lyngby, Denmark
- The Finsen Laboratory, Rigshospitalet, Faculty of Health Sciences, University of Copenhagen, Copenhagen, Denmark
- Novo Nordisk Foundation Centre for Stem Cell Biology, DanStem, Faculty of Health Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Luis Arnes
- Biotech Research and Innovation Centre, University of Copenhagen, Copenhagen, Denmark
| | - Manuel Koch
- Center for Biochemistry, Center for Molecular Medicine Cologne (CMMC), Faculty of Medicine and University Hospital Cologne, University of Cologne, Cologne, Germany
- Institute for Dental Research and Oral Musculoskeletal Biology, Faculty of Medicine and University Hospital Cologne, University of Cologne, Cologne, Germany
| | - Hauke Clausen-Schaumann
- Center for Applied Tissue Engineering and Regenerative Medicine-CANTER, Munich University of Applied Sciences, Munich, Germany
- Center for NanoScience – CsNS, Ludwig-Maximilians-University Munich, Munich, Germany
| | - Valerio Izzi
- Faculty of Biochemistry and Molecular Medicine, University of Oulu, Oulu, Finland
- Faculty of Medicine, University of Oulu, Oulu, Finland
- Foundation for the Finnish Cancer Institute, Helsinki, Finland
| | - Raphael Reuten
- Biotech Research and Innovation Centre, University of Copenhagen, Copenhagen, Denmark
- Institute of Experimental and Clinical Pharmacology and Toxicology, Medical Faculty, University of Freiburg, Freiburg, Germany
- Department of Obstetrics and Gynecology, Medical Center, University of Freiburg, Freiburg, Germany
| | - Janine T. Erler
- Biotech Research and Innovation Centre, University of Copenhagen, Copenhagen, Denmark
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Gu Y, Zhang Z, Camps MG, Ossendorp F, Wijdeven RH, ten Dijke P. Genome-wide CRISPR screens define determinants of epithelial-mesenchymal transition mediated immune evasion by pancreatic cancer cells. SCIENCE ADVANCES 2023; 9:eadf9915. [PMID: 37450593 PMCID: PMC10348683 DOI: 10.1126/sciadv.adf9915] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/25/2022] [Accepted: 06/12/2023] [Indexed: 07/18/2023]
Abstract
The genetic circuits that allow cancer cells to evade immune killing via epithelial mesenchymal plasticity remain poorly understood. Here, we showed that mesenchymal-like (Mes) KPC3 pancreatic cancer cells were more resistant to cytotoxic T lymphocyte (CTL)-mediated killing than the parental epithelial-like (Epi) cells and used parallel genome-wide CRISPR screens to assess the molecular underpinnings of this difference. Core CTL-evasion genes (such as IFN-γ pathway components) were clearly evident in both types. Moreover, we identified and validated multiple Mes-specific regulators of cytotoxicity, such as Egfr and Mfge8. Both genes were significantly higher expressed in Mes cancer cells, and their depletion sensitized Mes cancer cells to CTL-mediated killing. Notably, Mes cancer cells secreted more Mfge8 to inhibit proliferation of CD8+ T cells and production of IFN-γ and TNFα. Clinically, increased Egfr and Mfge8 expression was correlated with a worse prognosis. Thus, Mes cancer cells use Egfr-mediated intrinsic and Mfge8-mediated extrinsic mechanisms to facilitate immune escape from CD8+ T cells.
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Affiliation(s)
- Yuanzhuo Gu
- Oncode Institute and Department of Cell and Chemical Biology, Leiden University Medical Center, Einthovenweg 20, 2333 ZC Leiden, Netherlands
| | - Zhengkui Zhang
- Institutes of Biology and Medical Science, Soochow University, Suzhou 215123, China
| | - Marcel G. M. Camps
- Department of Immunology, Leiden University Medical Center, Leiden, Netherlands
| | - Ferry Ossendorp
- Department of Immunology, Leiden University Medical Center, Leiden, Netherlands
| | - Ruud H. Wijdeven
- Oncode Institute and Department of Cell and Chemical Biology, Leiden University Medical Center, Einthovenweg 20, 2333 ZC Leiden, Netherlands
| | - Peter ten Dijke
- Oncode Institute and Department of Cell and Chemical Biology, Leiden University Medical Center, Einthovenweg 20, 2333 ZC Leiden, Netherlands
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50
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Zuo C, Baer JM, Knolhoff BL, Belle JI, Liu X, Alarcon De La Lastra A, Fu C, Hogg GD, Kingston NL, Breden MA, Dodhiawala PB, Zhou DC, Lander VE, James CA, Ding L, Lim KH, Fields RC, Hawkins WG, Weber JD, Zhao G, DeNardo DG. Stromal and therapy-induced macrophage proliferation promotes PDAC progression and susceptibility to innate immunotherapy. J Exp Med 2023; 220:e20212062. [PMID: 36951731 PMCID: PMC10072222 DOI: 10.1084/jem.20212062] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2021] [Revised: 07/08/2022] [Accepted: 02/01/2023] [Indexed: 03/24/2023] Open
Abstract
Tumor-associated macrophages (TAMs) are abundant in pancreatic ductal adenocarcinomas (PDACs). While TAMs are known to proliferate in cancer tissues, the impact of this on macrophage phenotype and disease progression is poorly understood. We showed that in PDAC, proliferation of TAMs could be driven by colony stimulating factor-1 (CSF1) produced by cancer-associated fibroblasts. CSF1 induced high levels of p21 in macrophages, which regulated both TAM proliferation and phenotype. TAMs in human and mouse PDACs with high levels of p21 had more inflammatory and immunosuppressive phenotypes. p21 expression in TAMs was induced by both stromal interaction and/or chemotherapy treatment. Finally, by modeling p21 expression levels in TAMs, we found that p21-driven macrophage immunosuppression in vivo drove tumor progression. Serendipitously, the same p21-driven pathways that drive tumor progression also drove response to CD40 agonist. These data suggest that stromal or therapy-induced regulation of cell cycle machinery can regulate both macrophage-mediated immune suppression and susceptibility to innate immunotherapy.
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Affiliation(s)
- Chong Zuo
- Department of Medicine, Washington University School of Medicine, St. Louis, MO, USA
| | - John M. Baer
- Department of Medicine, Washington University School of Medicine, St. Louis, MO, USA
| | - Brett L. Knolhoff
- Department of Medicine, Washington University School of Medicine, St. Louis, MO, USA
| | - Jad I. Belle
- Department of Medicine, Washington University School of Medicine, St. Louis, MO, USA
| | - Xiuting Liu
- Department of Medicine, Washington University School of Medicine, St. Louis, MO, USA
| | | | - Christina Fu
- Department of Biology, Grinnell College, Grinnell, IA, USA
| | - Graham D. Hogg
- Department of Medicine, Washington University School of Medicine, St. Louis, MO, USA
| | - Natalie L. Kingston
- Department of Medicine, Washington University School of Medicine, St. Louis, MO, USA
- Department of Pathology and Immunology, Washington University School of Medicine, St. Louis, MO, USA
| | - Marcus A. Breden
- Department of Medicine, Washington University School of Medicine, St. Louis, MO, USA
| | - Paarth B. Dodhiawala
- Department of Medicine, Washington University School of Medicine, St. Louis, MO, USA
| | - Daniel Cui Zhou
- Department of Medicine, Washington University School of Medicine, St. Louis, MO, USA
| | - Varintra E. Lander
- Department of Medicine, Washington University School of Medicine, St. Louis, MO, USA
- Department of Pathology and Immunology, Washington University School of Medicine, St. Louis, MO, USA
| | - C. Alston James
- Siteman Cancer Center, Washington University School of Medicine, St. Louis, MO, USA
- Department of Surgery, Washington University School of Medicine, St. Louis, MO, USA
| | - Li Ding
- Department of Medicine, Washington University School of Medicine, St. Louis, MO, USA
- Siteman Cancer Center, Washington University School of Medicine, St. Louis, MO, USA
| | - Kian-Huat Lim
- Department of Medicine, Washington University School of Medicine, St. Louis, MO, USA
- Siteman Cancer Center, Washington University School of Medicine, St. Louis, MO, USA
| | - Ryan C. Fields
- Siteman Cancer Center, Washington University School of Medicine, St. Louis, MO, USA
- Department of Surgery, Washington University School of Medicine, St. Louis, MO, USA
| | - William G. Hawkins
- Siteman Cancer Center, Washington University School of Medicine, St. Louis, MO, USA
- Department of Surgery, Washington University School of Medicine, St. Louis, MO, USA
| | - Jason D. Weber
- Department of Medicine, Washington University School of Medicine, St. Louis, MO, USA
- Department of Cell Biology and Physiology, Washington University School of Medicine, St. Louis, MO, USA
| | - Guoyan Zhao
- Department of Cell Biology and Physiology, Washington University School of Medicine, St. Louis, MO, USA
- Department of Neuroscience, Washington University School of Medicine, St. Louis, MO, USA
| | - David G. DeNardo
- Department of Medicine, Washington University School of Medicine, St. Louis, MO, USA
- Department of Pathology and Immunology, Washington University School of Medicine, St. Louis, MO, USA
- Siteman Cancer Center, Washington University School of Medicine, St. Louis, MO, USA
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