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Iascone DM, Zhang X, Bafford P, Mesaros C, Sela Y, Hofbauer S, Zhang SL, Cook K, Pivarshev P, Stanger BZ, Anderson S, Dang CV, Sehgal A. Hypermetabolic state is associated with circadian rhythm disruption in mouse and human cancer cells. bioRxiv 2023:2023.11.08.566310. [PMID: 38014131 PMCID: PMC10680562 DOI: 10.1101/2023.11.08.566310] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/29/2023]
Abstract
Crosstalk between cellular metabolism and circadian rhythms is a fundamental building block of multicellular life, and disruption of this reciprocal communication could be relevant to degenerative disease, including cancer. Here, we investigated whether maintenance of circadian rhythms depends upon specific metabolic pathways, particularly in the context of cancer. We found that in adult mouse fibroblasts, ATP levels were a major contributor to overall levels of a clock gene luciferase reporter, although not necessarily to the strength of circadian cycling. In contrast, we identified significant metabolic control of circadian function in an in vitro mouse model of pancreatic adenocarcinoma. Metabolic profiling of a library of congenic tumor cell clones revealed significant differences in levels of lactate, pyruvate, ATP, and other crucial metabolites that we used to identify candidate clones with which to generate circadian reporter lines. Despite the shared genetic background of the clones, we observed diverse circadian profiles among these lines that varied with their metabolic phenotype: the most hypometabolic line had the strongest circadian rhythms while the most hypermetabolic line had the weakest rhythms. Treatment of these tumor cell lines with bezafibrate, a peroxisome proliferator-activated receptor (PPAR) agonist shown to increase OxPhos, decreased the amplitude of circadian oscillation in a subset of tumor cell lines. Strikingly, treatment with the Complex I antagonist rotenone enhanced circadian rhythms only in the tumor cell line in which glycolysis was also low, thereby establishing a hypometabolic state. We further analyzed metabolic and circadian phenotypes across a panel of human patient-derived melanoma cell lines and observed a significant negative association between metabolic activity and circadian cycling strength. Together, these findings suggest that metabolic heterogeneity in cancer directly contributes to circadian function, and that high levels of glycolysis or OxPhos independently disrupt circadian rhythms in these cells.
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2
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Confino H, Sela Y, Epshtein Y, Malka L, Goldshtein M, Chaisson S, Lisi S, Avniel A, Monson JM, Dirbas FM. Intratumoral Administration of High-Concentration Nitric Oxide and Anti-mPD-1 Treatment Improves Tumor Regression Rates and Survival in CT26 Tumor-Bearing Mice. Cells 2023; 12:2439. [PMID: 37887283 PMCID: PMC10605471 DOI: 10.3390/cells12202439] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2023] [Revised: 09/29/2023] [Accepted: 10/03/2023] [Indexed: 10/28/2023] Open
Abstract
BACKGROUND Immune checkpoint inhibitors have transformed clinical oncology. However, their use is limited as response is observed in only ~20-50% of patients. Previously, we demonstrated that treating CT26 tumor-bearing mice with ultra-high-concentration gaseous nitric oxide (UNO) followed by tumor resection stimulated antitumor immune responses. Accordingly, UNO may improve tumor response to immune checkpoint inhibitors. Here, we investigated the ability of UNO to improve the efficacy of a programmed cell death protein-1 (PD-1) antibody in vitro and in treating CT26 tumor-bearing mice. METHODS CT26 cells were injected into the flank of Balb/c mice (n = 15-16 per group). On day 6, CT26 cells were injected into the contralateral flank, and anti-mPD-1 injections commenced. Primary tumors were treated with intratumoral UNO on day 8. Tumor volume, response rates, toxicity, and survival were monitored. RESULTS (1) Short exposure to 25,000-100,000 parts per million (ppm) UNO in vitro resulted in significant upregulation of PD-L1 expression on CT26 cells. (2) UNO treatment in vivo consistently reduced cell viability in CT26 tumors. (3) Treatment reduced regulatory T-cell (Treg) levels in the tumor and increased levels of systemic M1 macrophages. UNO responders had increased CD8+ T-cell tumor infiltration. (4) Nine days after treatment, primary tumor growth was significantly lower in the combination arm vs. anti-mPD-1 alone (p = 0.0005). (5) Complete tumor regression occurred in 8/15 (53%) of mice treated with a combination of 10 min UNO and anti-mPD-1, 100 days post-treatment, compared to 4/16 (25%) of controls treated with anti-mPD-1 alone (p = 0.1489). (6) There was no toxicity associated with UNO treatment. (7) Combination treatment showed a trend toward increased survival 100 days post-treatment compared to anti-mPD-1 alone (p = 0.0653). CONCLUSION Combining high-concentration NO and immune checkpoint inhibitors warrants further assessment especially in tumors resistant to checkpoint inhibitor therapy.
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Affiliation(s)
- Hila Confino
- Beyond Cancer, Rehovot 7608801, Israel; (Y.S.); (Y.E.); (L.M.); (M.G.)
| | - Yogev Sela
- Beyond Cancer, Rehovot 7608801, Israel; (Y.S.); (Y.E.); (L.M.); (M.G.)
| | - Yana Epshtein
- Beyond Cancer, Rehovot 7608801, Israel; (Y.S.); (Y.E.); (L.M.); (M.G.)
| | - Lidor Malka
- Beyond Cancer, Rehovot 7608801, Israel; (Y.S.); (Y.E.); (L.M.); (M.G.)
| | - Matan Goldshtein
- Beyond Cancer, Rehovot 7608801, Israel; (Y.S.); (Y.E.); (L.M.); (M.G.)
| | | | - Steve Lisi
- Beyond Air, Garden City, NY 11530, USA; (S.L.); (A.A.)
| | - Amir Avniel
- Beyond Air, Garden City, NY 11530, USA; (S.L.); (A.A.)
- Beyond Air Inc., Rehovot 7608801, Israel
| | - Jedidiah Mercer Monson
- Beyond Cancer, Atlanta, GA 30305, USA; (S.C.); (J.M.M.)
- California Cancer Associates for Research and Excellence, Fresno, CA 93720, USA
| | - Frederick M. Dirbas
- Department of General Surgery, Stanford University, Stanford, CA 94304, USA;
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3
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Du W, Adkisson C, Ye X, Duran CL, Chellakkan Selvanesan B, Gravekamp C, Oktay MH, McAuliffe JC, Condeelis JS, Panarelli NC, Norgard RJ, Sela Y, Stanger BZ, Entenberg D. SWIP-a stabilized window for intravital imaging of the murine pancreas. Open Biol 2022; 12:210273. [PMID: 35702996 PMCID: PMC9198798 DOI: 10.1098/rsob.210273] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2021] [Accepted: 05/17/2022] [Indexed: 01/04/2023] Open
Abstract
Pancreatitis and pancreatic ductal adenocarcinoma (PDAC) are grave illnesses with high levels of morbidity and mortality. Intravital imaging (IVI) is a powerful technique for visualizing physiological processes in both health and disease. However, the application of IVI to the murine pancreas presents significant challenges, as it is a deep, compliant, visceral organ that is difficult to access, easily damaged and susceptible to motion artefacts. Existing imaging windows for stabilizing the pancreas during IVI have unfortunately shown poor stability for time-lapsed imaging on the minutes to hours scale, or are unable to accommodate both the healthy and tumour-bearing pancreata. To address these issues, we developed an improved stabilized window for intravital imaging of the pancreas (SWIP), which can be applied to not only the healthy pancreas but also to solid tumours like PDAC. Here, we validate the SWIP and use it to visualize a variety of processes for the first time, including (1) single-cell dynamics within the healthy pancreas, (2) transformation from healthy pancreas to acute pancreatitis induced by cerulein, and (3) the physiology of PDAC in both autochthonous and orthotopically injected models. SWIP can not only improve the imaging stability but also expand the application of IVI in both benign and malignant pancreas diseases.
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Affiliation(s)
- Wei Du
- Breast Center, Peking University People's Hospital, Beijing, People's Republic of China
- Anatomy and Structural Biology, Einstein College of Medicine/Montefiore Medical Center, Bronx, NY, USA
| | - Christian Adkisson
- Anatomy and Structural Biology, Einstein College of Medicine/Montefiore Medical Center, Bronx, NY, USA
- Department of Cell Biology, Einstein College of Medicine/Montefiore Medical Center, Bronx, NY, USA
- Department of Surgery, Einstein College of Medicine/Montefiore Medical Center, Bronx, NY, USA
| | - Xianjun Ye
- Anatomy and Structural Biology, Einstein College of Medicine/Montefiore Medical Center, Bronx, NY, USA
- Gruss-Lipper Biophotonics Center, Einstein College of Medicine/Montefiore Medical Center, Bronx, NY, USA
- Integrated Imaging Program, Einstein College of Medicine/Montefiore Medical Center, Bronx, NY, USA
- Department of Pathology, Einstein College of Medicine/Montefiore Medical Center, Bronx, NY, USA
| | - Camille L. Duran
- Anatomy and Structural Biology, Einstein College of Medicine/Montefiore Medical Center, Bronx, NY, USA
- Gruss-Lipper Biophotonics Center, Einstein College of Medicine/Montefiore Medical Center, Bronx, NY, USA
- Department of Pathology, Einstein College of Medicine/Montefiore Medical Center, Bronx, NY, USA
| | - Benson Chellakkan Selvanesan
- Department of Microbiology and Immunology, Einstein College of Medicine/Montefiore Medical Center, Bronx, NY, USA
| | - Claudia Gravekamp
- Department of Microbiology and Immunology, Einstein College of Medicine/Montefiore Medical Center, Bronx, NY, USA
| | - Maja H. Oktay
- Anatomy and Structural Biology, Einstein College of Medicine/Montefiore Medical Center, Bronx, NY, USA
- Gruss-Lipper Biophotonics Center, Einstein College of Medicine/Montefiore Medical Center, Bronx, NY, USA
- Department of Pathology, Einstein College of Medicine/Montefiore Medical Center, Bronx, NY, USA
| | - John C. McAuliffe
- Department of Surgery, Einstein College of Medicine/Montefiore Medical Center, Bronx, NY, USA
- Gruss-Lipper Biophotonics Center, Einstein College of Medicine/Montefiore Medical Center, Bronx, NY, USA
- Integrated Imaging Program, Einstein College of Medicine/Montefiore Medical Center, Bronx, NY, USA
| | - John S. Condeelis
- Anatomy and Structural Biology, Einstein College of Medicine/Montefiore Medical Center, Bronx, NY, USA
- Department of Cell Biology, Einstein College of Medicine/Montefiore Medical Center, Bronx, NY, USA
- Department of Surgery, Einstein College of Medicine/Montefiore Medical Center, Bronx, NY, USA
- Gruss-Lipper Biophotonics Center, Einstein College of Medicine/Montefiore Medical Center, Bronx, NY, USA
- Integrated Imaging Program, Einstein College of Medicine/Montefiore Medical Center, Bronx, NY, USA
| | - Nicole C. Panarelli
- Gruss-Lipper Biophotonics Center, Einstein College of Medicine/Montefiore Medical Center, Bronx, NY, USA
- Integrated Imaging Program, Einstein College of Medicine/Montefiore Medical Center, Bronx, NY, USA
- Department of Pathology, Einstein College of Medicine/Montefiore Medical Center, Bronx, NY, USA
| | - Robert J. Norgard
- Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Yogev Sela
- Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Ben Z. Stanger
- Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - David Entenberg
- Anatomy and Structural Biology, Einstein College of Medicine/Montefiore Medical Center, Bronx, NY, USA
- Gruss-Lipper Biophotonics Center, Einstein College of Medicine/Montefiore Medical Center, Bronx, NY, USA
- Integrated Imaging Program, Einstein College of Medicine/Montefiore Medical Center, Bronx, NY, USA
- Department of Pathology, Einstein College of Medicine/Montefiore Medical Center, Bronx, NY, USA
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4
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Sela Y, Li J, Maheswaran S, Norgard R, Yuan S, Hubbi M, Doepner M, Xu JP, Ho E, Measaros C, Sheehan C, Croley G, Muir A, Blair IA, Shalem O, Dang CV, Stanger BZ. Bcl-xL Enforces a Slow-Cycling State Necessary for Survival in the Nutrient-Deprived Microenvironment of Pancreatic Cancer. Cancer Res 2022; 82:1890-1908. [PMID: 35315913 PMCID: PMC9117449 DOI: 10.1158/0008-5472.can-22-0431] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2022] [Revised: 03/13/2022] [Accepted: 03/15/2022] [Indexed: 12/24/2022]
Abstract
Solid tumors possess heterogeneous metabolic microenvironments where oxygen and nutrient availability are plentiful (fertile regions) or scarce (arid regions). While cancer cells residing in fertile regions proliferate rapidly, most cancer cells in vivo reside in arid regions and exhibit a slow-cycling state that renders them chemoresistant. Here, we developed an in vitro system enabling systematic comparison between these populations via transcriptome analysis, metabolomic profiling, and whole-genome CRISPR screening. Metabolic deprivation led to pronounced transcriptional and metabolic reprogramming, resulting in decreased anabolic activities and distinct vulnerabilities. Reductions in anabolic, energy-consuming activities, particularly cell proliferation, were not simply byproducts of the metabolic challenge, but rather essential adaptations. Mechanistically, Bcl-xL played a central role in the adaptation to nutrient and oxygen deprivation. In this setting, Bcl-xL protected quiescent cells from the lethal effects of cell-cycle entry in the absence of adequate nutrients. Moreover, inhibition of Bcl-xL combined with traditional chemotherapy had a synergistic antitumor effect that targeted cycling cells. Bcl-xL expression was strongly associated with poor patient survival despite being confined to the slow-cycling fraction of human pancreatic cancer cells. These findings provide a rationale for combining traditional cancer therapies that target rapidly cycling cells with those that target quiescent, chemoresistant cells associated with nutrient and oxygen deprivation. SIGNIFICANCE The majority of pancreatic cancer cells inhabit nutrient- and oxygen-poor tumor regions and require Bcl-xL for their survival, providing a compelling antitumor metabolic strategy.
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Affiliation(s)
- Yogev Sela
- Departments of Medicine and Cell and Developmental Biology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, 19104, USA
- Abramson Family Cancer Research Institute, Perelman School of Medicine, University of Pennsylvania, Philadelphia, 19104, USA
| | - Jinyang Li
- Departments of Medicine and Cell and Developmental Biology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, 19104, USA
- Abramson Family Cancer Research Institute, Perelman School of Medicine, University of Pennsylvania, Philadelphia, 19104, USA
| | - Shivahamy Maheswaran
- Departments of Medicine and Cell and Developmental Biology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, 19104, USA
- Abramson Family Cancer Research Institute, Perelman School of Medicine, University of Pennsylvania, Philadelphia, 19104, USA
| | - Robert Norgard
- Departments of Medicine and Cell and Developmental Biology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, 19104, USA
- Abramson Family Cancer Research Institute, Perelman School of Medicine, University of Pennsylvania, Philadelphia, 19104, USA
| | - Salina Yuan
- Departments of Medicine and Cell and Developmental Biology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, 19104, USA
- Abramson Family Cancer Research Institute, Perelman School of Medicine, University of Pennsylvania, Philadelphia, 19104, USA
| | - Maimon Hubbi
- Departments of Medicine and Cell and Developmental Biology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, 19104, USA
- Abramson Family Cancer Research Institute, Perelman School of Medicine, University of Pennsylvania, Philadelphia, 19104, USA
| | - Miriam Doepner
- Departments of Medicine and Cell and Developmental Biology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, 19104, USA
| | - Jimmy P. Xu
- Department of Systems Pharmacology and Translational Therapeutics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, 19104, USA
| | - Elaine Ho
- Department of Systems Pharmacology and Translational Therapeutics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, 19104, USA
| | - Clementina Measaros
- Department of Systems Pharmacology and Translational Therapeutics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, 19104, USA
| | - Colin Sheehan
- Ben May Department of Cancer Research, University of Chicago, Chicago, IL 60637, USA
| | - Grace Croley
- Ben May Department of Cancer Research, University of Chicago, Chicago, IL 60637, USA
| | - Alexander Muir
- Ben May Department of Cancer Research, University of Chicago, Chicago, IL 60637, USA
| | - Ian A. Blair
- Department of Systems Pharmacology and Translational Therapeutics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, 19104, USA
| | - Ophir Shalem
- Center for Cellular and Molecular Therapeutics, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania 19104, USA
- Department of Genetics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania 19104, USA
| | - Chi V. Dang
- Systems and Computational Biology Center and Molecular and Cellular Oncogenesis Program, The Wistar Institute, Philadelphia, 19104, USA
- Ludwig Institute for Cancer Research, New York, 10016, USA
| | - Ben Z. Stanger
- Departments of Medicine and Cell and Developmental Biology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, 19104, USA
- Abramson Family Cancer Research Institute, Perelman School of Medicine, University of Pennsylvania, Philadelphia, 19104, USA
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5
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Sehgal P, Lanauze C, Wang X, Hayer KE, Torres-Diz M, Leu NA, Sela Y, Stanger BZ, Lengner CJ, Thomas-Tikhonenko A. MYC Hyperactivates Wnt Signaling in APC/ CTNNB1-Mutated Colorectal Cancer Cells through miR-92a-Dependent Repression of DKK3. Mol Cancer Res 2021; 19:2003-2014. [PMID: 34593610 PMCID: PMC8642317 DOI: 10.1158/1541-7786.mcr-21-0666] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2021] [Revised: 09/18/2021] [Accepted: 09/20/2021] [Indexed: 11/16/2022]
Abstract
Activation of Wnt signaling is among the earliest events in colon cancer development. It is achieved either via activating mutations in the CTNNB1 gene encoding β-catenin, the key transcription factor in the Wnt pathway, or most commonly by inactivating mutations affecting APC, a major β-catenin binding partner and negative regulator. However, our analysis of recent Pan Cancer Atlas data revealed that CTNNB1 mutations significantly co-occur with those affecting Wnt receptor complex components (e.g., Frizzled and LRP6), underscoring the importance of additional regulatory events even in the presence of common APC/CTNNB1 mutations. In our effort to identify non-mutational hyperactivating events, we determined that KRAS-transformed murine colonocytes overexpressing direct β-catenin target MYC show significant upregulation of the Wnt signaling pathway and reduced expression of Dickkopf 3 (DKK3), a reported ligand for Wnt co-receptors. We demonstrate that MYC suppresses DKK3 transcription through one of miR-17-92 cluster miRNAs, miR-92a. We further examined the role of DKK3 by overexpression and knockdown and discovered that DKK3 suppresses Wnt signaling in Apc-null murine colonic organoids and human colon cancer cells despite the presence of downstream activating mutations in the Wnt pathway. Conversely, MYC overexpression in the same cell lines resulted in hyperactive Wnt signaling, acquisition of epithelial-to-mesenchymal transition markers, and enhanced migration/invasion in vitro and metastasis in a syngeneic orthotopic mouse colon cancer model. IMPLICATIONS: Our results suggest that the MYC→miR-92a-|DKK3 axis hyperactivates Wnt signaling, forming a feed-forward oncogenic loop.
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Affiliation(s)
- Priyanka Sehgal
- Division of Cancer Pathobiology, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania
| | - Claudia Lanauze
- Division of Cancer Pathobiology, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania
- Cell & Molecular Biology Graduate Group, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, Pennsylvania
| | - Xin Wang
- Department of Biomedical Sciences, School of Veterinary Medicine at the University of Pennsylvania, Philadelphia, Pennsylvania
| | - Katharina E Hayer
- The Bioinformatics Group, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania
| | - Manuel Torres-Diz
- Division of Cancer Pathobiology, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania
| | - N Adrian Leu
- Department of Biomedical Sciences, School of Veterinary Medicine at the University of Pennsylvania, Philadelphia, Pennsylvania
| | - Yogev Sela
- Department of Medicine, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, Pennsylvania
| | - Ben Z Stanger
- Department of Medicine, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, Pennsylvania
| | - Christopher J Lengner
- Department of Biomedical Sciences, School of Veterinary Medicine at the University of Pennsylvania, Philadelphia, Pennsylvania
| | - Andrei Thomas-Tikhonenko
- Division of Cancer Pathobiology, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania.
- Cell & Molecular Biology Graduate Group, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, Pennsylvania
- Department of Pathology & Laboratory Medicine, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, Pennsylvania
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6
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Sela Y, Li J, Kuri P, Merrell AJ, Li N, Lengner C, Rompolas P, Stanger BZ. Dissecting phenotypic transitions in metastatic disease via photoconversion-based isolation. eLife 2021; 10:63270. [PMID: 33620315 PMCID: PMC7929558 DOI: 10.7554/elife.63270] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2020] [Accepted: 02/19/2021] [Indexed: 12/13/2022] Open
Abstract
Cancer patients often harbor occult metastases, a potential source of relapse that is targetable only through systemic therapy. Studies of this occult fraction have been limited by a lack of tools with which to isolate discrete cells on spatial grounds. We developed PIC-IT, a photoconversion-based isolation technique allowing efficient recovery of cell clusters of any size – including single-metastatic cells – which are largely inaccessible otherwise. In a murine pancreatic cancer model, transcriptional profiling of spontaneously arising microcolonies revealed phenotypic heterogeneity, functionally reduced propensity to proliferate and enrichment for an inflammatory-response phenotype associated with NF-κB/AP-1 signaling. Pharmacological inhibition of NF-κB depleted microcolonies but had no effect on macrometastases, suggesting microcolonies are particularly dependent on this pathway. PIC-IT thus enables systematic investigation of metastatic heterogeneity. Moreover, the technique can be applied to other biological systems in which isolation and characterization of spatially distinct cell populations is not currently feasible.
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Affiliation(s)
- Yogev Sela
- Department of Medicine, University of Pennsylvania, Philadelphia, PA, United States.,Department of Cell and Developmental Biology, University of Pennsylvania, Philadelphia, PA, United States.,Abramson Family Cancer Research Institute, University of Pennsylvania, Philadelphia, PA, United States
| | - Jinyang Li
- Department of Medicine, University of Pennsylvania, Philadelphia, PA, United States.,Department of Cell and Developmental Biology, University of Pennsylvania, Philadelphia, PA, United States.,Abramson Family Cancer Research Institute, University of Pennsylvania, Philadelphia, PA, United States
| | - Paola Kuri
- Department of Cell and Developmental Biology, University of Pennsylvania, Philadelphia, PA, United States.,Department of Dermatology, University of Pennsylvania, Philadelphia, PA, United States
| | - Allyson J Merrell
- Department of Medicine, University of Pennsylvania, Philadelphia, PA, United States.,Department of Cell and Developmental Biology, University of Pennsylvania, Philadelphia, PA, United States.,Abramson Family Cancer Research Institute, University of Pennsylvania, Philadelphia, PA, United States
| | - Ning Li
- Department of Biomedical Sciences, School of Veterinary Medicine, Philadelphia, PA, United States.,Institute for Regenerative Medicine, University of Pennsylvania, Philadelphia, PA, United States
| | - Chris Lengner
- Department of Cell and Developmental Biology, University of Pennsylvania, Philadelphia, PA, United States.,Department of Biomedical Sciences, School of Veterinary Medicine, Philadelphia, PA, United States.,Institute for Regenerative Medicine, University of Pennsylvania, Philadelphia, PA, United States.,Abramson Cancer Center, University of Pennsylvania, Philadelphia, PA, United States
| | - Pantelis Rompolas
- Department of Cell and Developmental Biology, University of Pennsylvania, Philadelphia, PA, United States.,Department of Dermatology, University of Pennsylvania, Philadelphia, PA, United States
| | - Ben Z Stanger
- Department of Medicine, University of Pennsylvania, Philadelphia, PA, United States.,Department of Cell and Developmental Biology, University of Pennsylvania, Philadelphia, PA, United States.,Abramson Family Cancer Research Institute, University of Pennsylvania, Philadelphia, PA, United States.,Institute for Regenerative Medicine, University of Pennsylvania, Philadelphia, PA, United States.,Abramson Cancer Center, University of Pennsylvania, Philadelphia, PA, United States
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7
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Li J, Yuan S, Norgard RJ, Yan F, Sun YH, Kim IK, Merrell AJ, Sela Y, Jiang Y, Bhanu NV, Garcia BA, Vonderheide RH, Blanco A, Stanger BZ. Epigenetic and Transcriptional Control of the Epidermal Growth Factor Receptor Regulates the Tumor Immune Microenvironment in Pancreatic Cancer. Cancer Discov 2020; 11:736-753. [PMID: 33158848 DOI: 10.1158/2159-8290.cd-20-0519] [Citation(s) in RCA: 61] [Impact Index Per Article: 15.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2020] [Revised: 09/09/2020] [Accepted: 11/03/2020] [Indexed: 12/24/2022]
Abstract
Although immunotherapy has revolutionized cancer care, patients with pancreatic ductal adenocarcinoma (PDA) rarely respond to these treatments, a failure that is attributed to poor infiltration and activation of T cells in the tumor microenvironment (TME). We performed an in vivo CRISPR screen and identified lysine demethylase 3A (KDM3A) as a potent epigenetic regulator of immunotherapy response in PDA. Mechanistically, KDM3A acts through Krueppel-like factor 5 (KLF5) and SMAD family member 4 (SMAD4) to regulate the expression of the epidermal growth factor receptor (EGFR). Ablation of KDM3A, KLF5, SMAD4, or EGFR in tumor cells altered the immune TME and sensitized tumors to combination immunotherapy, whereas treatment of established tumors with an EGFR inhibitor, erlotinib, prompted a dose-dependent increase in intratumoral T cells. This study defines an epigenetic-transcriptional mechanism by which tumor cells modulate their immune microenvironment and highlights the potential of EGFR inhibitors as immunotherapy sensitizers in PDA. SIGNIFICANCE: PDA remains refractory to immunotherapies. Here, we performed an in vivo CRISPR screen and identified an epigenetic-transcriptional network that regulates antitumor immunity by converging on EGFR. Pharmacologic inhibition of EGFR is sufficient to rewire the immune microenvironment. These results offer a readily accessible immunotherapy-sensitizing strategy for PDA.This article is highlighted in the In This Issue feature, p. 521.
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Affiliation(s)
- Jinyang Li
- Department of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania.,Department of Cell and Developmental Biology, University of Pennsylvania, Philadelphia, Pennsylvania.,Abramson Family Cancer Research Institute, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Salina Yuan
- Department of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania.,Department of Cell and Developmental Biology, University of Pennsylvania, Philadelphia, Pennsylvania.,Abramson Family Cancer Research Institute, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Robert J Norgard
- Department of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania.,Department of Cell and Developmental Biology, University of Pennsylvania, Philadelphia, Pennsylvania.,Abramson Family Cancer Research Institute, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Fangxue Yan
- Department of Biomedical Sciences, School of Veterinary Medicine, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Yu H Sun
- Center for RNA Biology, Department of Biochemistry and Biophysics, Department of Biology, University of Rochester Medical Center, Rochester, New York
| | - Il-Kyu Kim
- Department of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania.,Department of Cell and Developmental Biology, University of Pennsylvania, Philadelphia, Pennsylvania.,Abramson Family Cancer Research Institute, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Allyson J Merrell
- Department of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania.,Department of Cell and Developmental Biology, University of Pennsylvania, Philadelphia, Pennsylvania.,Abramson Family Cancer Research Institute, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Yogev Sela
- Department of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania.,Department of Cell and Developmental Biology, University of Pennsylvania, Philadelphia, Pennsylvania.,Abramson Family Cancer Research Institute, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Yanqing Jiang
- Department of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania.,Department of Cell and Developmental Biology, University of Pennsylvania, Philadelphia, Pennsylvania.,Abramson Family Cancer Research Institute, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Natarajan V Bhanu
- Penn Epigenetics Institute, University of Pennsylvania, Philadelphia, Pennsylvania.,Department of Biochemistry and Molecular Biophysics, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Benjamin A Garcia
- Penn Epigenetics Institute, University of Pennsylvania, Philadelphia, Pennsylvania.,Department of Biochemistry and Molecular Biophysics, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Robert H Vonderheide
- Department of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania.,Abramson Family Cancer Research Institute, University of Pennsylvania, Philadelphia, Pennsylvania.,Parker Institute for Cancer Immunotherapy, University of Pennsylvania, Philadelphia, Pennsylvania.,Institute for Immunology, University of Pennsylvania, Philadelphia, Pennsylvania.,Abramson Cancer Center, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Andrés Blanco
- Department of Biomedical Sciences, School of Veterinary Medicine, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Ben Z Stanger
- Department of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania. .,Department of Cell and Developmental Biology, University of Pennsylvania, Philadelphia, Pennsylvania.,Abramson Family Cancer Research Institute, University of Pennsylvania, Philadelphia, Pennsylvania.,Abramson Cancer Center, University of Pennsylvania, Philadelphia, Pennsylvania
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8
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Yuan S, Natesan R, Sanchez-Rivera FJ, Li J, Bhanu NV, Yamazoe T, Lin JH, Merrell AJ, Sela Y, Thomas SK, Jiang Y, Plesset JB, Miller EM, Shi J, Garcia BA, Lowe SW, Asangani IA, Stanger BZ. Global Regulation of the Histone Mark H3K36me2 Underlies Epithelial Plasticity and Metastatic Progression. Cancer Discov 2020; 10:854-871. [PMID: 32188706 DOI: 10.1158/2159-8290.cd-19-1299] [Citation(s) in RCA: 44] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/05/2019] [Revised: 02/19/2020] [Accepted: 03/12/2020] [Indexed: 12/11/2022]
Abstract
Epithelial plasticity, reversible modulation of a cell's epithelial and mesenchymal features, is associated with tumor metastasis and chemoresistance, leading causes of cancer mortality. Although different master transcription factors and epigenetic modifiers have been implicated in this process in various contexts, the extent to which a unifying, generalized mechanism of transcriptional regulation underlies epithelial plasticity remains largely unknown. Here, through targeted CRISPR/Cas9 screening, we discovered two histone-modifying enzymes involved in the writing and erasing of H3K36me2 that act reciprocally to regulate epithelial-to-mesenchymal identity, tumor differentiation, and metastasis. Using a lysine-to-methionine histone mutant to directly inhibit H3K36me2, we found that global modulation of the mark is a conserved mechanism underlying the mesenchymal state in various contexts. Mechanistically, regulation of H3K36me2 reprograms enhancers associated with master regulators of epithelial-to-mesenchymal state. Our results thus outline a unifying epigenome-scale mechanism by which a specific histone modification regulates cellular plasticity and metastasis in cancer. SIGNIFICANCE: Although epithelial plasticity contributes to cancer metastasis and chemoresistance, no strategies exist for pharmacologically inhibiting the process. Here, we show that global regulation of a specific histone mark, H3K36me2, is a universal epigenome-wide mechanism that underlies epithelial-to-mesenchymal transition and mesenchymal-to-epithelial transition in carcinoma cells. These results offer a new strategy for targeting epithelial plasticity in cancer.This article is highlighted in the In This Issue feature, p. 747.
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Affiliation(s)
- Salina Yuan
- Department of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania.,Department of Cell and Developmental Biology, University of Pennsylvania, Philadelphia, Pennsylvania.,Abramson Family Cancer Research Institute, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Ramakrishnan Natesan
- Abramson Family Cancer Research Institute, University of Pennsylvania, Philadelphia, Pennsylvania.,Department of Cancer Biology, University of Pennsylvania, Philadelphia, Pennsylvania.,Penn Epigenetics Institute, University of Pennsylvania, Philadelphia, Pennsylvania
| | | | - Jinyang Li
- Department of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania.,Department of Cell and Developmental Biology, University of Pennsylvania, Philadelphia, Pennsylvania.,Abramson Family Cancer Research Institute, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Natarajan V Bhanu
- Penn Epigenetics Institute, University of Pennsylvania, Philadelphia, Pennsylvania.,Department of Biochemistry and Molecular Biophysics, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Taiji Yamazoe
- Department of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania.,Department of Cell and Developmental Biology, University of Pennsylvania, Philadelphia, Pennsylvania.,Abramson Family Cancer Research Institute, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Jeffrey H Lin
- Department of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania.,Abramson Family Cancer Research Institute, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Allyson J Merrell
- Department of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania.,Department of Cell and Developmental Biology, University of Pennsylvania, Philadelphia, Pennsylvania.,Abramson Family Cancer Research Institute, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Yogev Sela
- Department of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania.,Department of Cell and Developmental Biology, University of Pennsylvania, Philadelphia, Pennsylvania.,Abramson Family Cancer Research Institute, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Stacy K Thomas
- Department of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania.,Abramson Family Cancer Research Institute, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Yanqing Jiang
- Abramson Family Cancer Research Institute, University of Pennsylvania, Philadelphia, Pennsylvania.,Department of Cancer Biology, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Jacqueline B Plesset
- Abramson Family Cancer Research Institute, University of Pennsylvania, Philadelphia, Pennsylvania.,Department of Cancer Biology, University of Pennsylvania, Philadelphia, Pennsylvania
| | | | - Junwei Shi
- Abramson Family Cancer Research Institute, University of Pennsylvania, Philadelphia, Pennsylvania.,Department of Cancer Biology, University of Pennsylvania, Philadelphia, Pennsylvania.,Penn Epigenetics Institute, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Benjamin A Garcia
- Penn Epigenetics Institute, University of Pennsylvania, Philadelphia, Pennsylvania.,Department of Biochemistry and Molecular Biophysics, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Scott W Lowe
- Department of Cancer Biology and Genetics, Memorial Sloan Kettering Cancer Center, New York, New York.,Howard Hughes Medical Institute, New York, New York
| | - Irfan A Asangani
- Abramson Family Cancer Research Institute, University of Pennsylvania, Philadelphia, Pennsylvania.,Department of Cancer Biology, University of Pennsylvania, Philadelphia, Pennsylvania.,Penn Epigenetics Institute, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Ben Z Stanger
- Department of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania. .,Department of Cell and Developmental Biology, University of Pennsylvania, Philadelphia, Pennsylvania.,Abramson Family Cancer Research Institute, University of Pennsylvania, Philadelphia, Pennsylvania
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9
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Carrer A, Trefely S, Zhao S, Campbell S, Sela Y, Sidoli S, Garcia BA, Snyder NW, Stanger BZ, Wellen KE. Abstract A03: All the roads bring to Rome: How acetyl-CoA metabolism supports multistep pancreatic carcinogenesis. Cancer Res 2019. [DOI: 10.1158/1538-7445.panca19-a03] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Mutant KRAS is thought to initiate pancreatic tumorigenesis, orchestrating a program that leads to cell de-differentiation, proliferation, and symbiotic cooperation with neighboring cells, enabling the cancer cells to thrive in a particularly harsh microenvironment. Recent studies have highlighted the role of metabolites in regulating the epigenome. Although oncogenic KRAS is known to reprogram cellular metabolism, the role of metabolic control of the epigenome in pancreatic tumorigenesis is poorly understood. We showed that expression of KRASG12D in mouse pancreas promotes elevated histone acetylation levels in pancreatic acinar cells, and that this precedes tumor development. We hypothesized that augmented acetyl-CoA metabolism may play a role in facilitating pancreatic tumorigenesis. To test this, we generated mice deficient for Acly (acetyl-CoA producing enzyme) in pancreas (Pdx1-Cre; Aclyf/f mice). In the context of KRASG12D expression, ACLY deficiency reduces histone acetylation levels in pancreatic acinar cells and impairs formation of neoplastic lesions. ACLY deficiency also impairs pancreatitis-induced tumor development. In testing roles for acetyl-CoA-dependent processes in ADM, we found that targeting either histone acetylation by BET inhibition or cholesterol synthesis with statins suppressed tumor onset. In vivo, response to BET and cholesterol synthesis blockade is associated with recruitment of CD8+ T-cells. The findings indicate that ACLY-dependent metabolic and epigenetic remodeling promote tumor development and point to the potential to target acetyl-CoA metabolism for pancreatic cancer. Potential role of tumor-infiltrating leukocytic cells in modulating acetyl-CoA metabolism in vivo, cancer cell-autonomous mechanisms for acetyl-CoA levels regulation, as well as consequences for therapeutic targeting and dietary interventions, will be discussed.
Citation Format: Alessandro Carrer, Sophie Trefely, Steven Zhao, Sydney Campbell, Yogev Sela, Simone Sidoli, Benjamin A. Garcia, Nathaniel W. Snyder, Ben Z. Stanger, Kathryn E. Wellen. All the roads bring to Rome: How acetyl-CoA metabolism supports multistep pancreatic carcinogenesis [abstract]. In: Proceedings of the AACR Special Conference on Pancreatic Cancer: Advances in Science and Clinical Care; 2019 Sept 6-9; Boston, MA. Philadelphia (PA): AACR; Cancer Res 2019;79(24 Suppl):Abstract nr A03.
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Affiliation(s)
| | | | - Steven Zhao
- 2University of Pennsylvania, Philadelphia, PA,
| | | | - Yogev Sela
- 2University of Pennsylvania, Philadelphia, PA,
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10
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Li J, Byrne KT, Markosyan N, Yamazoe T, Yan F, Chen Z, Sun YH, Lin J, Sela Y, Norgard RJ, Yuan S, Merrell AJ, Tobias JW, Vonderheide RH, Stanger BZ. Abstract A28: Investigation of tumor-cell-intrinsic factors regulating immune infiltration and response to immunotherapy in pancreatic cancer. Cancer Res 2019. [DOI: 10.1158/1538-7445.panca19-a28] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Resistance to immunotherapy is one major problem of current clinical care for cancer patients. While T-cell abundance is essential for tumor responsiveness to immunotherapy, factors that dictate T-cell infiltration in tumor microenvironments are not fully understood. To understand the tumor cell-intrinsic factors underlying the heterogeneity of tumor immunity and sensitivity to immunotherapy, we established a new experimental system by generating a library of congenic pancreatic tumor cell clones from a genetic mouse model driven by mutant Kras and p53. These tumor cell clones robustly formed implanted tumors that recapitulated the T cell-inflamed and non-T cell-inflamed tumor microenvironments in human patients, associated with distinct patterns of infiltration by T cells and myeloid cells. We found that the non-T cell-inflamed phenotype was dominant over the T cell-inflamed phenotype in the local tumor microenvironment. Both quantitative and qualitative features, specifically expression of markers of prior TCR activation, of intratumoral CD8+ T cells predicted the response to immunotherapies. An integrated transcriptomic and epigenetic analysis revealed that tumor cell-intrinsic expression of the chemokine CXCL1 as a major determinant of the non-T cell-inflamed microenvironment, and ablation of tumor cell-intrinsic CXCL1 promoted T-cell infiltration and sensitivity to a combination of chemotherapies, CD40 agonist, and checkpoint blockades. Similarly, we identified tumor cell-intrinsic EPHA2 and PTGS2 as key regulators of immune infiltration and immunotherapy response in our experimental system. Ablation of tumor cell-intrinsic EPHA2 or PTGS2 enhanced T-cell infiltration and suppressed myeloid cell infiltration in implanted pancreatic tumors, and increased sensitivities of tumors to the combined immunotherapy. These results demonstrated that heterogeneity of tumor immune phenotypes is driven by tumor cell-intrinsic factors that can be manipulated to influence the outcome of immunotherapies. The observation that non-T cell-inflamed phenotype is dominant emphasized the importance of targeting mechanisms driving T-cell low phenotype for improving immunotherapy response.
Citation Format: Jinyang Li, Katelyn T Byrne, Nune Markosyan, Taiji Yamazoe, Fangxue Yan, Zeyu Chen, Yu H. Sun, Jeffrey Lin, Yogev Sela, Robert J. Norgard, Salina Yuan, Allyson J. Merrell, John W. Tobias, Robert H. Vonderheide, Ben Z. Stanger. Investigation of tumor-cell-intrinsic factors regulating immune infiltration and response to immunotherapy in pancreatic cancer [abstract]. In: Proceedings of the AACR Special Conference on Pancreatic Cancer: Advances in Science and Clinical Care; 2019 Sept 6-9; Boston, MA. Philadelphia (PA): AACR; Cancer Res 2019;79(24 Suppl):Abstract nr A28.
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Affiliation(s)
- Jinyang Li
- 1University of Pennsylvania, Philadelphia, PA,
| | | | | | | | - Fangxue Yan
- 1University of Pennsylvania, Philadelphia, PA,
| | - Zeyu Chen
- 1University of Pennsylvania, Philadelphia, PA,
| | - Yu H. Sun
- 2University of Rochester, Rochester, NY
| | - Jeffrey Lin
- 1University of Pennsylvania, Philadelphia, PA,
| | - Yogev Sela
- 1University of Pennsylvania, Philadelphia, PA,
| | | | - Salina Yuan
- 1University of Pennsylvania, Philadelphia, PA,
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11
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Markosyan N, Li J, Sun Y, Richman L, Lin J, Yan F, Quinones L, Sela Y, Yamazoe T, Gordon N, Tobias J, Byrne K, Rech A, FitzGerald G, Stanger B, Vonderheide R. Abstract B33: Tumor cell-intrinsic EPHA2 suppresses antitumor immunity by regulating PTGS2 (COX-2) in pancreatic adenocarcinoma. Cancer Res 2019. [DOI: 10.1158/1538-7445.panca19-b33] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Pancreatic adenocarcinoma (PDA) is highly refractory to immunotherapy, a consequence of T-cell exclusion from the tumor microenvironment (TME). Based on a pathway analysis of human PDAs, we hypothesized that the receptor tyrosine kinase ephrin A2 (EPHA2) drives this immunosuppressive TME, as its expression negatively correlated with CD8A, CD3, PRF1, GZMB, and patient survival (EPHA2low/EPHA2high log rank hazard ratio 0.115, 95% CI of ratio 0.0315-0.416, TCGA dataset). Deletion of Epha2 in tumor cells increased T-cell influx, decreased the number of infiltrating myeloid suppressor cells, and sensitized tumors to therapy. Treatment of Epha2-deficient tumors with combination of chemo and immunotherapy resulted in suppressed tumor growth or tumor regression in up to 85% of cases. Examination of Epha2-dependent gene expression nominated Ptgs2 as a downstream mediator of T-cell exclusion. Like EPHA2, PTGS2 exhibited a negative correlation with intratumoral T cells, cytolytic activity, and patient survival (PTGS2low/PTGS2high log rank hazard ratio 0.152, 95% CI of ratio 0.054-0.430, TCGA dataset). KPCY mice (mutant KrasG12D (K), dominant negative p53R172H (P), Cre recombinase (C), YFP protein (Y)) deficient in pancreatic ductal cell Ptgs2 had significantly increased overall survival compared to Ptgs2 sufficient KPCY mice (Ptgs2def/Ptgs2suff log rank hazard ratio 0.5001, 95% CI of ratio 0.294-0.851). Ptgs2 deletion promoted T-cell influx in both autochthonous and implanted tumors. Inversely, overexpression of Ptgs2 decreased the number of tumor-infiltrating T cells, increased the proportion of suppressor myeloid cells, and conferred resistance to the combination therapy. Remarkably, pharmacologic inhibition of PTGS2 sensitized the tumors to immunotherapy, suppressing the growth of implanted tumors and increasing the survival of treated KPCY mice (median survival of untreated and treated mice 151 and 199 days, respectively; survival curve log rank p-value= 0.017). These studies suggest that a tumor cell-intrinsic EPHA2-PTGS2 signaling axis regulates the immune TME in PDA and suggests that a two-step approach targeting T-cell exclusion and exhaustion holds promise for this treatment-refractory disease.
Citation Format: Nune Markosyan, Jinyang Li, Yu Sun, Lee Richman, Jeffrey Lin, Fangxue Yan, Liz Quinones, Yogev Sela, Taiji Yamazoe, Naomi Gordon, John Tobias, Katelyn Byrne, Andrew Rech, Garret FitzGerald, Ben Stanger, Robert Vonderheide. Tumor cell-intrinsic EPHA2 suppresses antitumor immunity by regulating PTGS2 (COX-2) in pancreatic adenocarcinoma [abstract]. In: Proceedings of the AACR Special Conference on Pancreatic Cancer: Advances in Science and Clinical Care; 2019 Sept 6-9; Boston, MA. Philadelphia (PA): AACR; Cancer Res 2019;79(24 Suppl):Abstract nr B33.
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Affiliation(s)
| | - Jinyang Li
- University of Pennsylvania, Philadelphia, PA
| | - Yu Sun
- University of Pennsylvania, Philadelphia, PA
| | - Lee Richman
- University of Pennsylvania, Philadelphia, PA
| | - Jeffrey Lin
- University of Pennsylvania, Philadelphia, PA
| | - Fangxue Yan
- University of Pennsylvania, Philadelphia, PA
| | | | - Yogev Sela
- University of Pennsylvania, Philadelphia, PA
| | | | | | - John Tobias
- University of Pennsylvania, Philadelphia, PA
| | | | - Andrew Rech
- University of Pennsylvania, Philadelphia, PA
| | | | - Ben Stanger
- University of Pennsylvania, Philadelphia, PA
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12
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Sela Y, Li J, Doepner M, Maheswaran S, Mesaros C, Blair I, Shalem O, Stanger B. Abstract C50: Dissecting vulnerabilities of pancreatic tumors’ silent fraction unravels secrets of an alternative cell state. Cancer Res 2019. [DOI: 10.1158/1538-7445.panca19-c50] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Tumors contain a heterogeneous mixture of live cells that are either undergoing proliferation or reside in a nonproliferative state. Cells that do not divide are often associated with increased chemoresistance, challenging therapies that target rapidly proliferating cells. In pancreatic cancer, paucity of blood vessels frequently generates hypoperfused, “arid” regions that constrain tumor cell metabolism and proliferation. Nonetheless, experimental conditions for studying tumor cells in vitro typically mimic well-nourished, “fertile” environments optimized for supporting proliferating cells rather than the more prevalent quiescent state. Characterization of the poorly vascularized KPC model confirmed that the quiescent phenotype is common and is strongly correlated to reduced tissue perfusion. To formulate culture conditions that will emulate the arid microenvironment associated with the nonproliferative state in vitro, we systematically deprived various nutrients from tumor cells and established the necessary components for attaining cell quiescence. Deprivation of amino acids on top of glucose, oxygen, and serum levels was essential for obtaining a complete and reversible cell cycle arrest without loss of viability. Cell cycle arrest was accompanied by a number of physiologic adaptations. Metabolomic analysis indicated reduction in the levels of TCA cycle and mevalonate pathway intermediates indicative of increased reliance on nonglycolytic metabolism. In addition, free amino acid pools were diminished and tumor cells exhibited a significant increase in autophagic flux and micropinocytosis, suggesting that amino acid availability is limited under arid conditions. Concomitant with reduced proliferation and metabolic rewiring, tumor cells under arid conditions exhibited remarkable resistance to gemcitabine. To explore alternative strategies to target these nonproliferating pancreatic tumor cells, we performed a comprehensive genome-wide CRISPR/Cas9-based genetic screen and compared vulnerabilities under ”fertile” and “arid” conditions. Functional annotation of sgRNAs depleted under arid conditions indicated a striking dependence on oxidative phosphorylation for survival. Remarkably, our analysis also revealed that a number of targetable genetic and epigenetic programs driving cell cycle progression were not essential and, in some instances, even hazardous for cells under arid conditions. These results suggest that pancreatic tumor cells that cease proliferation in a nutrient-depleted environment are physiologically rewired and may exhibit a distinct drug response profile from rapidly proliferating cells. The experimental model we developed allows investigation of this dominant yet understudied cell population and may serve as a platform for identification of agents targeting the quiescent fraction of tumors.
Citation Format: Yogev Sela, Jinyang Li, Miriam Doepner, Shivahamy Maheswaran, Clementina Mesaros, Ian Blair, Ophir Shalem, Ben Stanger. Dissecting vulnerabilities of pancreatic tumors’ silent fraction unravels secrets of an alternative cell state [abstract]. In: Proceedings of the AACR Special Conference on Pancreatic Cancer: Advances in Science and Clinical Care; 2019 Sept 6-9; Boston, MA. Philadelphia (PA): AACR; Cancer Res 2019;79(24 Suppl):Abstract nr C50.
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Affiliation(s)
- Yogev Sela
- University of Pennsylvania, Philadelphia, PA
| | - Jinyang Li
- University of Pennsylvania, Philadelphia, PA
| | | | | | | | - Ian Blair
- University of Pennsylvania, Philadelphia, PA
| | | | - Ben Stanger
- University of Pennsylvania, Philadelphia, PA
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13
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Norgard RJ, Maddipati R, Aiello NM, Balli D, Pitarresi JR, Rosario-Berrios DN, Li J, Yuan S, Yamazoe T, Sela Y, Merrell AJ, Wengyn MD, Sun K, Rustgi AK, Stanger BZ. Abstract B38: Calcium signaling induces a partial EMT in pancreatic ductal adenocarcinoma. Cancer Res 2019. [DOI: 10.1158/1538-7445.panca19-b38] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Metastasis and chemoresistance—the two main reasons for the high mortality of cancer—are associated with a form of cellular plasticity known as epithelial-to-mesenchymal transition (EMT). Cancer cells undergoing EMT become invasive, facilitating metastasis, and undergo a shift in their vulnerability to antineoplastic drugs. In recent work, it has been shown that EMT does not involve a single mechanism but rather a diversity of programs, yielding a continuum of cell phenotypes along the epithelial-mesenchymal spectrum. We previously developed a lineage-traced model of pancreatic ductal adenocarcinoma (PDA) to study EMT in the context of stochastically-arising tumors. As expected, epithelial-mesenchymal plasticity in some tumors involves transcriptional repression of the epithelial state, resulting in a “classical EMT” (C-EMT) phenotype. Surprisingly, however, epithelial-mesenchymal plasticity in the majority of tumors involves post-transcriptional repression of the epithelial state, resulting in a “partial EMT” (P-EMT) phenotype. These two plasticity programs are associated with other aspects of tumor biology as well, including distinct modes of cellular invasion. Here, we identify calcium signaling in pancreatic cancer cells as a regulator of the P-EMT phenotype. Prolonged calcium flux induces PDA cells to remove E-cadherin (ECAD) and other epithelial proteins from the surface and relocalize it intracellularly. This loss of the epithelial phenotype occurs without changes in the abundance of mRNAs for these proteins, reminiscent of the P-EMT phenotype observed in tumors in vivo. In addition, inhibition of the calcium-signaling protein calmodulin blunts this EMT-inducing effect. These results implicate calcium signaling as a mediator of partial EMT phenotypes.
Citation Format: Robert J. Norgard, Ravikanth Maddipati, Nicole M. Aiello, David Balli, Jason R. Pitarresi, Derick N. Rosario-Berrios, Jinyang Li, Salina Yuan, Taiji Yamazoe, Yogev Sela, Allyson J. Merrell, Maximilian D. Wengyn, Kathryn Sun, Anil K. Rustgi, Ben Z. Stanger. Calcium signaling induces a partial EMT in pancreatic ductal adenocarcinoma [abstract]. In: Proceedings of the AACR Special Conference on Pancreatic Cancer: Advances in Science and Clinical Care; 2019 Sept 6-9; Boston, MA. Philadelphia (PA): AACR; Cancer Res 2019;79(24 Suppl):Abstract nr B38.
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Affiliation(s)
| | | | | | - David Balli
- University of Pennsylvania, Philadelphia, PA
| | | | | | - Jinyang Li
- University of Pennsylvania, Philadelphia, PA
| | - Salina Yuan
- University of Pennsylvania, Philadelphia, PA
| | | | - Yogev Sela
- University of Pennsylvania, Philadelphia, PA
| | | | | | - Kathryn Sun
- University of Pennsylvania, Philadelphia, PA
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14
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Markosyan N, Li J, Sun YH, Richman LP, Lin JH, Yan F, Quinones L, Sela Y, Yamazoe T, Gordon N, Tobias JW, Byrne KT, Rech AJ, FitzGerald GA, Stanger BZ, Vonderheide RH. Tumor cell-intrinsic EPHA2 suppresses anti-tumor immunity by regulating PTGS2 (COX-2). J Clin Invest 2019; 129:3594-3609. [PMID: 31162144 DOI: 10.1172/jci127755] [Citation(s) in RCA: 82] [Impact Index Per Article: 16.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022] Open
Abstract
Resistance to immunotherapy is one of the biggest problems of current oncotherapeutics. WhileT cell abundance is essential for tumor responsiveness to immunotherapy, factors that define the T cell inflamed tumor microenvironment are not fully understood. We conducted an unbiased approach to identify tumor-intrinsic mechanisms shaping the immune tumor microenvironment(TME), focusing on pancreatic adenocarcinoma because it is refractory to immunotherapy and excludes T cells from the TME. From human tumors, we identified EPHA2 as a candidate tumor intrinsic driver of immunosuppression. Epha2 deletion reversed T cell exclusion and sensitized tumors to immunotherapy. We found that PTGS2, the gene encoding cyclooxygenase-2, lies downstream of EPHA2 signaling through TGFβ and is associated with poor patient survival. Ptgs2 deletion reversed T cell exclusion and sensitized tumors to immunotherapy; pharmacological inhibition of PTGS2 was similarly effective. Thus, EPHA2-PTGS2 signaling in tumor cells regulates tumor immune phenotypes; blockade may represent a novel therapeutic avenue for immunotherapy-refractory cancers. Our findings warrant clinical trials testing the effectiveness of therapies combining EPHA2-TGFβ-PTGS2 pathway inhibitors with anti-tumor immunotherapy, and may change the treatment of notoriously therapy-resistant pancreatic adenocarcinoma.
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Affiliation(s)
| | - Jinyang Li
- Abramson Family Cancer Research Institute
| | - Yu H Sun
- Center for RNA Biology, Department of Biochemistry and Biophysics, Department of Urology, University of Rochester Medical Center, Rochester, New York, USA
| | | | | | | | | | - Yogev Sela
- Abramson Family Cancer Research Institute
| | | | | | | | - Katelyn T Byrne
- Department of Medicine.,Parker Institute for Cancer Immunotherapy
| | - Andrew J Rech
- Abramson Family Cancer Research Institute.,Parker Institute for Cancer Immunotherapy
| | - Garret A FitzGerald
- Department of Systems Pharmacology and Translational Therapeutics.,Institute for Translational Medicine and Therapeutics
| | - Ben Z Stanger
- Department of Medicine.,Abramson Family Cancer Research Institute.,Parker Institute for Cancer Immunotherapy.,Department of Cell and Developmental Biology.,Abramson Cancer Center, and
| | - Robert H Vonderheide
- Department of Medicine.,Abramson Family Cancer Research Institute.,Parker Institute for Cancer Immunotherapy.,Abramson Cancer Center, and.,Institute for Immunology, University of Pennsylvania, Philadelphia, Pennsylvania, USA
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15
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Petrovic J, Zhou Y, Fasolino M, Goldman N, Schwartz GW, Mumbach MR, Nguyen SC, Rome KS, Sela Y, Zapataro Z, Blacklow SC, Kruhlak MJ, Shi J, Aster JC, Joyce EF, Little SC, Vahedi G, Pear WS, Faryabi RB. Oncogenic Notch Promotes Long-Range Regulatory Interactions within Hyperconnected 3D Cliques. Mol Cell 2019; 73:1174-1190.e12. [PMID: 30745086 DOI: 10.1016/j.molcel.2019.01.006] [Citation(s) in RCA: 68] [Impact Index Per Article: 13.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2018] [Revised: 11/21/2018] [Accepted: 01/03/2019] [Indexed: 01/10/2023]
Abstract
Chromatin loops enable transcription-factor-bound distal enhancers to interact with their target promoters to regulate transcriptional programs. Although developmental transcription factors such as active forms of Notch can directly stimulate transcription by activating enhancers, the effect of their oncogenic subversion on the 3D organization of cancer genomes is largely undetermined. By mapping chromatin looping genome-wide in Notch-dependent triple-negative breast cancer and B cell lymphoma, we show that beyond the well-characterized role of Notch as an activator of distal enhancers, Notch regulates its direct target genes by instructing enhancer repositioning. Moreover, a large fraction of Notch-instructed regulatory loops form highly interacting enhancer and promoter spatial clusters termed "3D cliques." Loss- and gain-of-function experiments show that Notch preferentially targets hyperconnected 3D cliques that regulate the expression of crucial proto-oncogenes. Our observations suggest that oncogenic hijacking of developmental transcription factors can dysregulate transcription through widespread effects on the spatial organization of cancer genomes.
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Affiliation(s)
- Jelena Petrovic
- Department of Pathology and Laboratory Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Yeqiao Zhou
- Department of Pathology and Laboratory Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Maria Fasolino
- Department of Genetics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Naomi Goldman
- Department of Genetics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Gregory W Schwartz
- Department of Pathology and Laboratory Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA; Institute for Biomedical Informatics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Maxwell R Mumbach
- Department of Genetics, Stanford University, Stanford, CA 94305, USA
| | - Son C Nguyen
- Department of Genetics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Kelly S Rome
- Department of Pathology and Laboratory Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Yogev Sela
- Abramson Family Cancer Research Institute, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Zachary Zapataro
- Department of Pathology and Laboratory Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Stephen C Blacklow
- Department of Biological Chemistry, Harvard Medical School, Boston, MA 02215, USA
| | | | - Junwei Shi
- Abramson Family Cancer Research Institute, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA; Department of Cancer Biology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA; Penn Epigenetics Institute, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Jon C Aster
- Department of Pathology, Brigham and Women's Hospital, Boston, MA 02115, USA
| | - Eric F Joyce
- Department of Genetics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA; Penn Epigenetics Institute, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Shawn C Little
- Department of Cell and Developmental Biology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Golnaz Vahedi
- Department of Genetics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA; Penn Epigenetics Institute, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Warren S Pear
- Department of Pathology and Laboratory Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA; Abramson Family Cancer Research Institute, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA.
| | - Robert B Faryabi
- Department of Pathology and Laboratory Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA; Abramson Family Cancer Research Institute, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA; Institute for Biomedical Informatics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA; Department of Cancer Biology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA.
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16
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Carrer A, Trefely S, Zhao S, Campbell SL, Norgard RJ, Schultz KC, Sidoli S, Parris JLD, Affronti HC, Sivanand S, Egolf S, Sela Y, Trizzino M, Gardini A, Garcia BA, Snyder NW, Stanger BZ, Wellen KE. Acetyl-CoA Metabolism Supports Multistep Pancreatic Tumorigenesis. Cancer Discov 2019; 9:416-435. [PMID: 30626590 DOI: 10.1158/2159-8290.cd-18-0567] [Citation(s) in RCA: 163] [Impact Index Per Article: 32.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2018] [Revised: 12/03/2018] [Accepted: 01/04/2019] [Indexed: 12/13/2022]
Abstract
Pancreatic ductal adenocarcinoma (PDA) has a poor prognosis, and new strategies for prevention and treatment are urgently needed. We previously reported that histone H4 acetylation is elevated in pancreatic acinar cells harboring Kras mutations prior to the appearance of premalignant lesions. Because acetyl-CoA abundance regulates global histone acetylation, we hypothesized that altered acetyl-CoA metabolism might contribute to metabolic or epigenetic alterations that promote tumorigenesis. We found that acetyl-CoA abundance is elevated in KRAS-mutant acinar cells and that its use in the mevalonate pathway supports acinar-to-ductal metaplasia (ADM). Pancreas-specific loss of the acetyl-CoA-producing enzyme ATP-citrate lyase (ACLY) accordingly suppresses ADM and tumor formation. In PDA cells, growth factors promote AKT-ACLY signaling and histone acetylation, and both cell proliferation and tumor growth can be suppressed by concurrent BET inhibition and statin treatment. Thus, KRAS-driven metabolic alterations promote acinar cell plasticity and tumor development, and targeting acetyl-CoA-dependent processes exerts anticancer effects. SIGNIFICANCE: Pancreatic cancer is among the deadliest of human malignancies. We identify a key role for the metabolic enzyme ACLY, which produces acetyl-CoA, in pancreatic carcinogenesis. The data suggest that acetyl-CoA use for histone acetylation and in the mevalonate pathway facilitates cell plasticity and proliferation, suggesting potential to target these pathways.See related commentary by Halbrook et al., p. 326.This article is highlighted in the In This Issue feature, p. 305.
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Affiliation(s)
- Alessandro Carrer
- Department of Cancer Biology, Abramson Family Cancer Research Institute, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Sophie Trefely
- Department of Cancer Biology, Abramson Family Cancer Research Institute, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania.,A.J. Drexel Autism Institute, Drexel University, Philadelphia, Pennsylvania
| | - Steven Zhao
- Department of Cancer Biology, Abramson Family Cancer Research Institute, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Sydney L Campbell
- Department of Cancer Biology, Abramson Family Cancer Research Institute, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Robert J Norgard
- Department of Cancer Biology, Abramson Family Cancer Research Institute, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania.,Department of Medicine, Gastroenterology Division, Abramson Family Cancer Research Institute, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Kollin C Schultz
- Department of Cancer Biology, Abramson Family Cancer Research Institute, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Simone Sidoli
- Epigenetics Institute, Departments of Biochemistry and Biophysics, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania
| | - Joshua L D Parris
- Department of Cancer Biology, Abramson Family Cancer Research Institute, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Hayley C Affronti
- Department of Cancer Biology, Abramson Family Cancer Research Institute, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Sharanya Sivanand
- Department of Cancer Biology, Abramson Family Cancer Research Institute, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Shaun Egolf
- Department of Cancer Biology, Abramson Family Cancer Research Institute, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Yogev Sela
- Department of Medicine, Gastroenterology Division, Abramson Family Cancer Research Institute, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Marco Trizzino
- The Wistar Institute, Gene Expression and Regulation Program, Philadelphia, Pennsylvania
| | - Alessandro Gardini
- The Wistar Institute, Gene Expression and Regulation Program, Philadelphia, Pennsylvania
| | - Benjamin A Garcia
- Epigenetics Institute, Departments of Biochemistry and Biophysics, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania
| | - Nathaniel W Snyder
- A.J. Drexel Autism Institute, Drexel University, Philadelphia, Pennsylvania
| | - Ben Z Stanger
- A.J. Drexel Autism Institute, Drexel University, Philadelphia, Pennsylvania
| | - Kathryn E Wellen
- Department of Cancer Biology, Abramson Family Cancer Research Institute, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania.
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Li J, Byrne KT, Yan F, Yamazoe T, Chen Z, Baslan T, Richman LP, Lin JH, Sun YH, Rech AJ, Balli D, Hay CA, Sela Y, Merrell AJ, Liudahl SM, Gordon N, Norgard RJ, Yuan S, Yu S, Chao T, Ye S, Eisinger-Mathason TSK, Faryabi RB, Tobias JW, Lowe SW, Coussens LM, Wherry EJ, Vonderheide RH, Stanger BZ. Tumor Cell-Intrinsic Factors Underlie Heterogeneity of Immune Cell Infiltration and Response to Immunotherapy. Immunity 2018; 49:178-193.e7. [PMID: 29958801 PMCID: PMC6707727 DOI: 10.1016/j.immuni.2018.06.006] [Citation(s) in RCA: 422] [Impact Index Per Article: 70.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2017] [Revised: 01/31/2018] [Accepted: 06/05/2018] [Indexed: 12/12/2022]
Abstract
The biological and functional heterogeneity between tumors-both across and within cancer types-poses a challenge for immunotherapy. To understand the factors underlying tumor immune heterogeneity and immunotherapy sensitivity, we established a library of congenic tumor cell clones from an autochthonous mouse model of pancreatic adenocarcinoma. These clones generated tumors that recapitulated T cell-inflamed and non-T-cell-inflamed tumor microenvironments upon implantation in immunocompetent mice, with distinct patterns of infiltration by immune cell subsets. Co-injecting tumor cell clones revealed the non-T-cell-inflamed phenotype is dominant and that both quantitative and qualitative features of intratumoral CD8+ T cells determine response to therapy. Transcriptomic and epigenetic analyses revealed tumor-cell-intrinsic production of the chemokine CXCL1 as a determinant of the non-T-cell-inflamed microenvironment, and ablation of CXCL1 promoted T cell infiltration and sensitivity to a combination immunotherapy regimen. Thus, tumor cell-intrinsic factors shape the tumor immune microenvironment and influence the outcome of immunotherapy.
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Affiliation(s)
- Jinyang Li
- Abramson Family Cancer Research Institute, University of Pennsylvania, 3400 Civic Center Blvd., Philadelphia, PA 19104, USA
| | - Katelyn T Byrne
- Department of Medicine, University of Pennsylvania, 3400 Civic Center Blvd., Philadelphia, PA 19104, USA; Parker Institute for Cancer Immunotherapy, University of Pennsylvania, 3400 Civic Center Blvd., Philadelphia, PA 19104, USA.
| | - Fangxue Yan
- Abramson Family Cancer Research Institute, University of Pennsylvania, 3400 Civic Center Blvd., Philadelphia, PA 19104, USA
| | - Taiji Yamazoe
- Abramson Family Cancer Research Institute, University of Pennsylvania, 3400 Civic Center Blvd., Philadelphia, PA 19104, USA
| | - Zeyu Chen
- Institute for Immunology, University of Pennsylvania, 3400 Civic Center Blvd., Philadelphia, PA 19104, USA
| | - Timour Baslan
- Cancer Biology and Genetics Program, Sloan-Kettering Institute, NY 10065, USA
| | - Lee P Richman
- Abramson Family Cancer Research Institute, University of Pennsylvania, 3400 Civic Center Blvd., Philadelphia, PA 19104, USA
| | - Jeffrey H Lin
- Abramson Family Cancer Research Institute, University of Pennsylvania, 3400 Civic Center Blvd., Philadelphia, PA 19104, USA
| | - Yu H Sun
- Center for RNA Biology, Department of Biochemistry and Biophysics, Department of Urology, University of Rochester Medical Center, Rochester, NY 14642, USA
| | - Andrew J Rech
- Abramson Family Cancer Research Institute, University of Pennsylvania, 3400 Civic Center Blvd., Philadelphia, PA 19104, USA; Parker Institute for Cancer Immunotherapy, University of Pennsylvania, 3400 Civic Center Blvd., Philadelphia, PA 19104, USA
| | - David Balli
- Abramson Family Cancer Research Institute, University of Pennsylvania, 3400 Civic Center Blvd., Philadelphia, PA 19104, USA
| | - Ceire A Hay
- Department of Medicine, University of Pennsylvania, 3400 Civic Center Blvd., Philadelphia, PA 19104, USA
| | - Yogev Sela
- Abramson Family Cancer Research Institute, University of Pennsylvania, 3400 Civic Center Blvd., Philadelphia, PA 19104, USA
| | - Allyson J Merrell
- Abramson Family Cancer Research Institute, University of Pennsylvania, 3400 Civic Center Blvd., Philadelphia, PA 19104, USA
| | - Shannon M Liudahl
- Department of Cell, Developmental and Cancer Biology, Oregon Health & Sciences University, 3181 SW Sam Jackson Park Rd, Portland, OR 97239, USA
| | - Naomi Gordon
- Abramson Family Cancer Research Institute, University of Pennsylvania, 3400 Civic Center Blvd., Philadelphia, PA 19104, USA
| | - Robert J Norgard
- Abramson Family Cancer Research Institute, University of Pennsylvania, 3400 Civic Center Blvd., Philadelphia, PA 19104, USA
| | - Salina Yuan
- Abramson Family Cancer Research Institute, University of Pennsylvania, 3400 Civic Center Blvd., Philadelphia, PA 19104, USA
| | - Sixiang Yu
- Abramson Family Cancer Research Institute, University of Pennsylvania, 3400 Civic Center Blvd., Philadelphia, PA 19104, USA
| | - Timothy Chao
- Abramson Family Cancer Research Institute, University of Pennsylvania, 3400 Civic Center Blvd., Philadelphia, PA 19104, USA
| | - Shuai Ye
- Abramson Family Cancer Research Institute, University of Pennsylvania, 3400 Civic Center Blvd., Philadelphia, PA 19104, USA
| | - T S Karin Eisinger-Mathason
- Abramson Family Cancer Research Institute, University of Pennsylvania, 3400 Civic Center Blvd., Philadelphia, PA 19104, USA
| | - Robert B Faryabi
- Abramson Family Cancer Research Institute, University of Pennsylvania, 3400 Civic Center Blvd., Philadelphia, PA 19104, USA; Institute for Immunology, University of Pennsylvania, 3400 Civic Center Blvd., Philadelphia, PA 19104, USA; Department of Pathology and Laboratory Medicine, University of Pennsylvania, 3400 Civic Center Blvd., Philadelphia, PA 19104, USA
| | - John W Tobias
- Penn Genomic Analysis Core, University of Pennsylvania, 3400 Civic Center Blvd., Philadelphia, PA 19104, USA
| | - Scott W Lowe
- Cancer Biology and Genetics Program, Sloan-Kettering Institute, NY 10065, USA; Howard Hughes Medical Institute, Memorial Sloan Kettering Cancer Center, 415 East 68(th) Street New York, NY 10065, USA
| | - Lisa M Coussens
- Department of Cell, Developmental and Cancer Biology, Oregon Health & Sciences University, 3181 SW Sam Jackson Park Rd, Portland, OR 97239, USA
| | - E John Wherry
- Abramson Cancer Center, University of Pennsylvania, 3400 Civic Center Blvd., Philadelphia, PA 19104, USA; Parker Institute for Cancer Immunotherapy, University of Pennsylvania, 3400 Civic Center Blvd., Philadelphia, PA 19104, USA; Institute for Immunology, University of Pennsylvania, 3400 Civic Center Blvd., Philadelphia, PA 19104, USA
| | - Robert H Vonderheide
- Abramson Family Cancer Research Institute, University of Pennsylvania, 3400 Civic Center Blvd., Philadelphia, PA 19104, USA; Department of Medicine, University of Pennsylvania, 3400 Civic Center Blvd., Philadelphia, PA 19104, USA; Abramson Cancer Center, University of Pennsylvania, 3400 Civic Center Blvd., Philadelphia, PA 19104, USA; Parker Institute for Cancer Immunotherapy, University of Pennsylvania, 3400 Civic Center Blvd., Philadelphia, PA 19104, USA; Institute for Immunology, University of Pennsylvania, 3400 Civic Center Blvd., Philadelphia, PA 19104, USA.
| | - Ben Z Stanger
- Abramson Family Cancer Research Institute, University of Pennsylvania, 3400 Civic Center Blvd., Philadelphia, PA 19104, USA; Department of Medicine, University of Pennsylvania, 3400 Civic Center Blvd., Philadelphia, PA 19104, USA; Department of Cell and Developmental Biology, University of Pennsylvania, 3400 Civic Center Blvd., Philadelphia, PA 19104, USA; Abramson Cancer Center, University of Pennsylvania, 3400 Civic Center Blvd., Philadelphia, PA 19104, USA; Parker Institute for Cancer Immunotherapy, University of Pennsylvania, 3400 Civic Center Blvd., Philadelphia, PA 19104, USA.
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Nicenboim J, Malkinson G, Lupo T, Asaf L, Sela Y, Mayseless O, Gibbs-Bar L, Senderovich N, Hashimshony T, Shin M, Jerafi-Vider A, Avraham-Davidi I, Krupalnik V, Hofi R, Almog G, Astin JW, Golani O, Ben-Dor S, Crosier PS, Herzog W, Lawson ND, Hanna JH, Yanai I, Yaniv K. Lymphatic vessels arise from specialized angioblasts within a venous niche. Nature 2015; 522:56-61. [DOI: 10.1038/nature14425] [Citation(s) in RCA: 170] [Impact Index Per Article: 18.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2014] [Accepted: 03/26/2015] [Indexed: 01/02/2023]
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Sela Y, Molotski N, Golan S, Itskovitz-Eldor J, Soen Y. Human embryonic stem cells exhibit increased propensity to differentiate during the G1 phase prior to phosphorylation of retinoblastoma protein. Stem Cells 2012; 30:1097-108. [PMID: 22415928 DOI: 10.1002/stem.1078] [Citation(s) in RCA: 95] [Impact Index Per Article: 7.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022]
Abstract
While experimentally induced arrest of human embryonic stem cells (hESCs) in G1 has been shown to stimulate differentiation, it remains unclear whether the unperturbed G1 phase in hESCs is causally related to differentiation. Here, we use centrifugal elutriation to isolate and investigate differentiation propensities of hESCs in different phases of their cell cycle. We found that isolated G1 cells exhibit higher differentiation propensity compared with S and G2 cells, and they differentiate at low cell densities even under self-renewing conditions. This differentiation of G1 cells was partially prevented in dense cultures of these cells and completely abrogated in coculture with S and G2 cells. However, coculturing without cell-to-cell contact did not rescue the differentiation of G1 cells. Finally, we show that the subset of G1 hESCs with reduced phosphorylation of retinoblastoma has the highest propensity to differentiate and that the differentiation is preceded by cell cycle arrest. These results provide direct evidence for increased propensity of hESCs to differentiate in G1 and suggest a role for neighboring cells in preventing differentiation of hESCs as they pass through a differentiation sensitive, G1 phase.
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Affiliation(s)
- Yogev Sela
- Sohnis and Forman Families Center for Stem Cell and Tissue Regeneration Research, Ruth & Bruce Rappaport Faculty of Medicine, Technion, Haifa, Israel
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Sela Y, Freiman M, Dery E, Edrei Y, Safadi R, Pappo O, Joskowicz L, Abramovitch R. fMRI-Based Hierarchical SVM Model for the Classification and Grading of Liver Fibrosis. IEEE Trans Biomed Eng 2011; 58:2574-81. [DOI: 10.1109/tbme.2011.2159501] [Citation(s) in RCA: 24] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
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Staudacher DL, Sela Y, Itskovitz-Eldor J, Flugelman MY. Intra-arterial injection of human embryonic stem cells in athymic rat hind limb ischemia model leads to arteriogenesis. Cardiovasc Revasc Med 2011; 12:228-34. [PMID: 21367671 DOI: 10.1016/j.carrev.2010.11.004] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2010] [Revised: 11/20/2010] [Accepted: 11/23/2010] [Indexed: 01/16/2023]
Abstract
UNLABELLED Shear stress can enhance differentiation of human embryonic stem cells (hESC) to vascular cells. We tested the hypothesis that intra-arterial hESC injection will lead to arteriogenesis while intramuscular injection will have no effect on vascularization. METHODS AND RESULTS The superficial femoral arteries were excised on both hind limbs in athymic rats. hESC (2×10(6)) were injected intra-arterially (shear stress) or intramuscular (no shear stress) in one limb after arterial excision. Blood flow, muscle perfusion, and number of arteries/mm(2) muscle were studied at 10 and 21 days after injection. Blood flow in the common iliac artery improved significantly at 10 days after intra-arterial injection of hESC (22±9%, P<.02), and tight muscle perfusion improved significantly both at 10 and 21 days (9±2%, 16±5% respectively, both P<.02). In comparison, intramuscular injection of hESC did not affect blood flow at 10 and 21 days (-3±10% and 4±6%, respectively), while perfusion showed no significant effect of hESC injection after 10 days (1±8%) and was increased 21 days after hESC injection (11±5%, P=.03). Arterial density did not improve after intra-arterial hESC injection at 10 days (15±13%, P=.15) and significantly improved at 21 days (13±4%, P<.05). No significant change was demonstrated after intramuscular injection. SUMMARY Intra-arterial injection of hESC resulted in moderate improvement of flow and perfusion and increased number of arteries in the ischemic hind limb. No consistent change in perfusion, flow, and number of arteries was observed after intramuscular injection.
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Affiliation(s)
- Dawid L Staudacher
- Department of Cardiovascular Medicine, Lady Davis Carmel Medical Center, Haifa, Israel
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22
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Peyser A, Weil YA, Brocke L, Sela Y, Mosheiff R, Mattan Y, Manor O, Liebergall M. A prospective, randomised study comparing the percutaneous compression plate and the compression hip screw for the treatment of intertrochanteric fractures of the hip. ACTA ACUST UNITED AC 2008; 89:1210-7. [PMID: 17905960 DOI: 10.1302/0301-620x.89b9.18824] [Citation(s) in RCA: 48] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
Limited access surgery is thought to reduce post-operative morbidity and provide faster recovery of function. The percutaneous compression plate (PCCP) is a recently introduced device for the fixation of intertrochanteric fractures with minimal exposure. It has several potential mechanical advantages over the conventional compression hip screw (CHS). Our aim in this prospective, randomised, controlled study was to compare the outcome of patients operated on using these two devices. We randomised 104 patients with intertrochanteric fractures (AO/OTA 31.A1-A2) to surgical treatment with either the PCCP or CHS and followed them for one year postoperatively. The mean operating blood loss was 161.0 ml (8 to 450) in the PCCP group and 374.0 ml (11 to 980) in the CHS group (Student's t-test, p < 0.0001). The pain score and ability to bear weight were significantly better in the PCCP group at six weeks post-operatively. Analysis of the radiographs in a proportion of the patients revealed a reduced amount of medial displacement in the PCCP group (two patients, 4%) compared with the CHS group (10 patients, 18.9%); Fisher's exact test, p < 0.02. The PCCP device was associated with reduced intra-operative blood loss, less postoperative pain and a reduced incidence of collapse of the fracture.
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Affiliation(s)
- A Peyser
- Department of Orthopaedic Surgery, Hadassah-Hebrew University Medical Centre, Jerusalem, Israel.
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MacNeil G, Sela Y, McIntosh J, Zacharko RM. Anxiogenic behavior in the light-dark paradigm follwoing intraventricular administration of cholecystokinin-8S, restraint stress, or uncontrollable footshock in the CD-1 mouse. Pharmacol Biochem Behav 1997; 58:737-46. [PMID: 9329067 DOI: 10.1016/s0091-3057(97)00037-3] [Citation(s) in RCA: 32] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/05/2023]
Abstract
The influence of restraint stress (0, 15, 30, or 60 min), uncontrollable footshock (0, 15, 30, or 60 shocks), or intraventricular CCK-8S administration (0, 5, 25, or 50 ng delivered in a 1 microliter volume) were evaluated on transition frequency and cumulative time in light among CD-1 mice in the light-dark paradigm. Mice exposed to restraint stress of either 15 or 60 min were indistinguishable from nonrestrained animals, while the 30-min session of restraint decreased time in light and transition scores. The presentation of 15, 30, or 60 uncontrollable footshocks were equally effective in decreasing cumulative time in light but had no effect on transition scores. Intraventricular infusion of 25 and 50 ng doses of cholecystokinin-8S reduced cumulative time in light and transition frequency in CD-1 mice relative to vehicle or 5 ng CCK-8S-treated animals in the light-dark paradigm. The time in light and transition data secured among mice with repeated light-dark exposure and 30 min of restraint were comparable to the corresponding scores secured when performance was only evaluated on trial 1. Transition scores were reduced on trial 1 of mice exposed to 30 min of footshock, but time in light was reminiscent of the performance detected among mice with prior light-dark experience. Potential neurochemical correlates associated with the anxiogenic effects associated with stressor exposure and CCK-8S administration in the light-dark task are discussed.
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Affiliation(s)
- G MacNeil
- Institute of Neuroscience, Carleton University, Ottawa, Ontario, Canada
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Sela Y, Magdassi S, Garti N. Release of markers from the inner water phase of W / O / W emulsions stabilized by silicone based polymeric surfactants. J Control Release 1995. [DOI: 10.1016/0168-3659(94)00029-t] [Citation(s) in RCA: 67] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/17/2022]
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Sela Y, Magdassi S, Garti N. Newly designed polysiloxane-graft-poly (oxyethylene) copolymeric surfactants: preparation, surface activity and emulsification properties. Colloid Polym Sci 1994. [DOI: 10.1007/bf00659282] [Citation(s) in RCA: 32] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
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Sela Y, Magdassi S, Garti N. Polymeric surfactants based on polysiloxanes—graft-poly (oxyethylene) for stabilization of multiple emulsions. Colloids Surf A Physicochem Eng Asp 1994. [DOI: 10.1016/0927-7757(94)80097-9] [Citation(s) in RCA: 40] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
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Sela Y, Garti N, Magdassi S. SURFACE ACTIVITY AND EMULSIFICATION PROPERTIES OF NEW POLYETHYLENEGLYCOl BASED NONIONIC SURFACTANTS. J DISPER SCI TECHNOL 1993. [DOI: 10.1080/01932699308943400] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
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Sela Y, Magdassi S. Surface Activity and Formation of Liquid Crystals of Didecyl Dimethyl Ammonium Bromide in Presence of Ethanol. TENSIDE SURFACT DET 1991. [DOI: 10.1515/tsd-1991-280219] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
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Sela Y, Magdassi S. Coacervation of Didecyl Dimethyl Ammonium Bromide in Aqueous Solutions / Koazervation von Didecyldimethylammo- MUmMbromme- in wäßrigen LOsungen. TENSIDE SURFACT DET 1990. [DOI: 10.1515/tsd-1990-270310] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
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Dishon T, Sela Y, Ulmansky M, Rosenmann E, Boss YH. Experimental allergic sialoadenitis. 3. Acute parotitis induced by instillation of antiserum to rat plasma into the glandular duct of rats. Experientia 1972; 28:1360-1. [PMID: 4629430 DOI: 10.1007/bf01965345] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/11/2023]
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