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Núñez FJ, Banerjee K, Mujeeb AA, Mauser A, Tronrud CE, Zhu Z, Taher A, Kadiyala P, Carney SV, Garcia-Fabiani MB, Comba A, Alghamri MS, McClellan BL, Faisal SM, Nwosu ZC, Hong HS, Qin T, Sartor MA, Ljungman M, Cheng SY, Appelman HD, Lowenstein PR, Lahann J, Lyssiotis CA, Castro MG. Epigenetic Reprogramming of Autophagy Drives Mutant IDH1 Glioma Progression and Response to Radiation. bioRxiv 2024:2024.03.08.584091. [PMID: 38559270 PMCID: PMC10979892 DOI: 10.1101/2024.03.08.584091] [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: 04/04/2024]
Abstract
Mutant isocitrate dehydrogenase 1 (mIDH1; IDH1 R132H ) exhibits a gain of function mutation enabling 2-hydroxyglutarate (2HG) production. 2HG inhibits DNA and histone demethylases, inducing epigenetic reprogramming and corresponding changes to the transcriptome. We previously demonstrated 2HG-mediated epigenetic reprogramming enhances DNA-damage response and confers radioresistance in mIDH1 gliomas harboring p53 and ATRX loss of function mutations. In this study, RNA-seq and ChIP-seq data revealed human and mouse mIDH1 glioma neurospheres have downregulated gene ontologies related to mitochondrial metabolism and upregulated autophagy. Further analysis revealed that the decreased mitochondrial metabolism was paralleled by a decrease in glycolysis, rendering autophagy as a source of energy in mIDH1 glioma cells. Analysis of autophagy pathways showed that mIDH1 glioma cells exhibited increased expression of pULK1-S555 and enhanced LC3 I/II conversion, indicating augmented autophagy activity. This dependence is reflected by increased sensitivity of mIDH1 glioma cells to autophagy inhibition. Blocking autophagy selectively impairs the growth of cultured mIDH1 glioma cells but not wild-type IDH1 (wtIDH1) glioma cells. Targeting autophagy by systemic administration of synthetic protein nanoparticles packaged with siRNA targeting Atg7 (SPNP-siRNA-Atg7) sensitized mIDH1 glioma cells to radiation-induced cell death, resulting in tumor regression, long-term survival, and immunological memory, when used in combination with IR. Our results indicate autophagy as a critical pathway for survival and maintenance of mIDH1 glioma cells, a strategy that has significant potential for future clinical translation. One Sentence Summary The inhibition of autophagy sensitizes mIDH1 glioma cells to radiation, thus creating a promising therapeutic strategy for mIDH1 glioma patients. Graphical abstract Our genetically engineered mIDH1 mouse glioma model harbors IDH1 R132H in the context of ATRX and TP53 knockdown. The production of 2-HG elicited an epigenetic reprogramming associated with a disruption in mitochondrial activity and an enhancement of autophagy in mIDH1 glioma cells. Autophagy is a mechanism involved in cell homeostasis related with cell survival under energetic stress and DNA damage protection. Autophagy has been associated with radio resistance. The inhibition of autophagy thus radio sensitizes mIDH1 glioma cells and enhances survival of mIDH1 glioma-bearing mice, representing a novel therapeutic target for this glioma subtype with potential applicability in combined clinical strategies.
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Ward MH, Nwosu ZC, Lyssiotis CA. Uridine: as sweet as sugar for some cells? Cell Res 2023; 33:898-899. [PMID: 37567975 PMCID: PMC10709445 DOI: 10.1038/s41422-023-00860-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/13/2023] Open
Affiliation(s)
- Matthew H Ward
- Department of Chemistry, Washington University in St. Louis, St. Louis, MO, USA
- Department of Medicine, Washington University in St. Louis, St. Louis, MO, USA
| | - Zeribe C Nwosu
- Department of Molecular & Integrative Physiology, University of Michigan, Ann Arbor, MI, USA
| | - Costas A Lyssiotis
- Department of Molecular & Integrative Physiology, University of Michigan, Ann Arbor, MI, USA.
- Department of Internal Medicine, Division of Gastroenterology, University of Michigan, Ann Arbor, MI, USA.
- Rogel Cancer Center, University of Michigan, Ann Arbor, MI, USA.
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3
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Carpenter ES, Kadiyala P, Elhossiny AM, Kemp SB, Li J, Steele NG, Nicolle R, Nwosu ZC, Freeman J, Dai H, Paglia D, Du W, Donahue K, Morales J, Medina-Cabrera PI, Bonilla ME, Harris L, The S, Gunchick V, Peterson N, Brown K, Mattea M, Espinoza CE, McGue J, Kabala SM, Baliira RK, Renollet NM, Mooney AG, Liu J, Bhalla S, Farida JP, Ko C, Machicado JD, Kwon RS, Wamsteker EJ, Schulman A, Anderson MA, Law R, Prabhu A, Coulombe PA, Rao A, Frankel TL, Bednar F, Shi J, Sahai V, Di Magliano MP. KRT17High/CXCL8+ tumor cells display both classical and basal features and regulate myeloid infiltration in the pancreatic cancer microenvironment. Clin Cancer Res 2023:729659. [PMID: 37851080 PMCID: PMC11024060 DOI: 10.1158/1078-0432.ccr-23-1421] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2023] [Revised: 07/26/2023] [Accepted: 10/13/2023] [Indexed: 10/19/2023]
Abstract
PURPOSE Pancreatic ductal adenocarcinoma (PDAC) is generally divided in two subtypes, classical and basal. Recently, single cell RNA sequencing has uncovered the co-existence of basal and classical cancer cells, as well as intermediary cancer cells, in individual tumors. The latter remains poorly understood; here, we sought to characterize them using a multimodal approach. EXPERIMENTAL DESIGN We performed subtyping on a single cell RNA sequencing dataset containing 18 human PDAC samples to identify multiple intermediary subtypes. We generated patient-derived PDAC organoids for functional studies. We compared single cell profiling of matched blood and tumor samples to measure changes in the local and systemic immune microenvironment. We then leveraged longitudinally patient-matched blood to follow individual patients over the course of chemotherapy. RESULTS We identified a cluster of KRT17-high intermediary cancer cells that uniquely express high levels of CXCL8 and other cytokines. The proportion of KRT17High/CXCL8+ cells in patient tumors correlated with intra-tumoral myeloid abundance, and, interestingly, high pro-tumor peripheral blood granulocytes, implicating local and systemic roles. Patient-derived organoids maintained KRT17High/CXCL8+cells and induced myeloid cell migration in an CXCL8-dependent manner. In our longitudinal studies, plasma CXCL8 decreased following chemotherapy in responsive patients, while CXCL8 persistence portended worse prognosis. CONCLUSIONS Through single cell analysis of PDAC samples we identified KRT17High/CXCL8+ cancer cells as an intermediary subtype, marked by a unique cytokine profile and capable of influencing myeloid cells in the tumor microenvironment and systemically. The abundance of this cell population should be considered for patient stratification in precision immunotherapy.
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Affiliation(s)
- Eileen S. Carpenter
- Department of Internal Medicine, Division of Gastroenterology and Hepatology, University of Michigan, Ann Arbor, MI
- Rogel Cancer Center, University of Michigan, Ann Arbor, MI
| | - Padma Kadiyala
- Immunology Graduate Program, University of Michigan, Ann Arbor, MI
| | - Ahmed M. Elhossiny
- Department of Computational Medicine and Bioinformatics, University of Michigan, Ann Arbor, MI
| | - Samantha B. Kemp
- Department of Molecular and Cellular Pathology, University of Michigan, Ann Arbor, MI
| | - Jay Li
- Medical Scientist Training Program, University of Michigan, Ann Arbor, MI
| | - Nina G. Steele
- Department of Cell and Developmental Biology, University of Michigan, Ann Arbor, MI
| | - Rémy Nicolle
- Université Paris Cité, Centre de Recherche sur l’Inflammation (CRI), INSERM, U1149, CNRS, ERL 8252, F-75018 Paris, France
| | - Zeribe C. Nwosu
- Department of Molecular and Integrative Physiology, University of Michigan, Ann Arbor, MI
| | - Julia Freeman
- Department of Surgery, University of Michigan, Ann Arbor, MI
| | - Henry Dai
- Department of Surgery, University of Michigan, Ann Arbor, MI
| | - Daniel Paglia
- Department of Surgery, University of Michigan, Ann Arbor, MI
| | - Wenting Du
- Department of Surgery, University of Michigan, Ann Arbor, MI
| | - Katelyn Donahue
- Cancer Biology Program, University of Michigan, Ann Arbor, MI
| | | | | | | | - Lindsey Harris
- Department of Surgery, University of Michigan, Ann Arbor, MI
| | - Stephanie The
- Department of Computational Medicine and Bioinformatics, University of Michigan, Ann Arbor, MI
| | - Valerie Gunchick
- Department of Internal Medicine, Division of Hematology and Oncology, University of Michigan, Ann Arbor, MI
| | - Nicole Peterson
- Department of Internal Medicine, Division of Hematology and Oncology, University of Michigan, Ann Arbor, MI
| | - Kristee Brown
- Department of Surgery, University of Michigan, Ann Arbor, MI
| | - Michael Mattea
- Department of Molecular and Integrative Physiology, University of Michigan, Ann Arbor, MI
| | | | - Jake McGue
- Department of Surgery, University of Michigan, Ann Arbor, MI
| | - Sarah M. Kabala
- Department of Internal Medicine, Division of Gastroenterology and Hepatology, University of Michigan, Ann Arbor, MI
| | | | - Nur M. Renollet
- Department of Surgery, University of Michigan, Ann Arbor, MI
| | - Ayden G. Mooney
- Department of Internal Medicine, Division of Gastroenterology and Hepatology, University of Michigan, Ann Arbor, MI
| | - Jianhua Liu
- Department of Internal Medicine, Division of Gastroenterology and Hepatology, University of Michigan, Ann Arbor, MI
| | - Sean Bhalla
- Department of Internal Medicine, Division of Gastroenterology and Hepatology, University of Michigan, Ann Arbor, MI
| | - Jeremy P. Farida
- Department of Internal Medicine, Division of Gastroenterology and Hepatology, University of Michigan, Ann Arbor, MI
| | - Christopher Ko
- Department of Internal Medicine, Division of Gastroenterology and Hepatology, University of Michigan, Ann Arbor, MI
| | - Jorge D. Machicado
- Department of Internal Medicine, Division of Gastroenterology and Hepatology, University of Michigan, Ann Arbor, MI
| | - Richard S. Kwon
- Department of Internal Medicine, Division of Gastroenterology and Hepatology, University of Michigan, Ann Arbor, MI
| | - Erik-Jan Wamsteker
- Department of Internal Medicine, Division of Gastroenterology and Hepatology, University of Michigan, Ann Arbor, MI
| | - Allison Schulman
- Department of Internal Medicine, Division of Gastroenterology and Hepatology, University of Michigan, Ann Arbor, MI
| | - Michelle A. Anderson
- Department of Internal Medicine, Division of Gastroenterology and Hepatology, University of Michigan, Ann Arbor, MI
| | - Ryan Law
- Department of Internal Medicine, Division of Gastroenterology and Hepatology, University of Michigan, Ann Arbor, MI
| | - Anoop Prabhu
- Department of Internal Medicine, Division of Gastroenterology and Hepatology, University of Michigan, Ann Arbor, MI
| | - Pierre A. Coulombe
- Department of Cell and Developmental Biology, University of Michigan, Ann Arbor, MI
| | - Arvind Rao
- Rogel Cancer Center, University of Michigan, Ann Arbor, MI
- Department of Computational Medicine and Bioinformatics, University of Michigan, Ann Arbor, MI
- Department of Radiation Oncology, University of Michigan, Ann Arbor, MI
- Department of Biostatistics, University of Michigan, Ann Arbor, MI
| | - Timothy L. Frankel
- Rogel Cancer Center, University of Michigan, Ann Arbor, MI
- Department of Surgery, University of Michigan, Ann Arbor, MI
| | - Filip Bednar
- Rogel Cancer Center, University of Michigan, Ann Arbor, MI
- Department of Surgery, University of Michigan, Ann Arbor, MI
| | - Jiaqi Shi
- Rogel Cancer Center, University of Michigan, Ann Arbor, MI
- Department of Pathology, University of Michigan, Ann Arbor, MI
| | - Vaibhav Sahai
- Rogel Cancer Center, University of Michigan, Ann Arbor, MI
- Department of Internal Medicine, Division of Hematology and Oncology, University of Michigan, Ann Arbor, MI
| | - Marina Pasca Di Magliano
- Rogel Cancer Center, University of Michigan, Ann Arbor, MI
- Department of Cell and Developmental Biology, University of Michigan, Ann Arbor, MI
- Department of Surgery, University of Michigan, Ann Arbor, MI
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Nwosu ZC, Ward MH, Sajjakulnukit P, Poudel P, Ragulan C, Kasperek S, Radyk M, Sutton D, Menjivar RE, Andren A, Apiz-Saab JJ, Tolstyka Z, Brown K, Lee HJ, Dzierozynski LN, He X, Ps H, Ugras J, Nyamundanda G, Zhang L, Halbrook CJ, Carpenter ES, Shi J, Shriver LP, Patti GJ, Muir A, Pasca di Magliano M, Sadanandam A, Lyssiotis CA. Uridine-derived ribose fuels glucose-restricted pancreatic cancer. Nature 2023; 618:151-158. [PMID: 37198494 PMCID: PMC10232363 DOI: 10.1038/s41586-023-06073-w] [Citation(s) in RCA: 20] [Impact Index Per Article: 20.0] [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: 06/21/2021] [Accepted: 04/12/2023] [Indexed: 05/19/2023]
Abstract
Pancreatic ductal adenocarcinoma (PDA) is a lethal disease notoriously resistant to therapy1,2. This is mediated in part by a complex tumour microenvironment3, low vascularity4, and metabolic aberrations5,6. Although altered metabolism drives tumour progression, the spectrum of metabolites used as nutrients by PDA remains largely unknown. Here we identified uridine as a fuel for PDA in glucose-deprived conditions by assessing how more than 175 metabolites impacted metabolic activity in 21 pancreatic cell lines under nutrient restriction. Uridine utilization strongly correlated with the expression of uridine phosphorylase 1 (UPP1), which we demonstrate liberates uridine-derived ribose to fuel central carbon metabolism and thereby support redox balance, survival and proliferation in glucose-restricted PDA cells. In PDA, UPP1 is regulated by KRAS-MAPK signalling and is augmented by nutrient restriction. Consistently, tumours expressed high UPP1 compared with non-tumoural tissues, and UPP1 expression correlated with poor survival in cohorts of patients with PDA. Uridine is available in the tumour microenvironment, and we demonstrated that uridine-derived ribose is actively catabolized in tumours. Finally, UPP1 deletion restricted the ability of PDA cells to use uridine and blunted tumour growth in immunocompetent mouse models. Our data identify uridine utilization as an important compensatory metabolic process in nutrient-deprived PDA cells, suggesting a novel metabolic axis for PDA therapy.
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Affiliation(s)
- Zeribe C Nwosu
- Department of Molecular and Integrative Physiology, University of Michigan, Ann Arbor, MI, USA
| | - Matthew H Ward
- Department of Molecular and Integrative Physiology, University of Michigan, Ann Arbor, MI, USA
- Department of Chemistry, Washington University in St Louis, St Louis, MO, USA
- Department of Medicine, Washington University in St Louis, St Louis, MO, USA
- Center for Metabolomics and Isotope Tracing, Washington University in St Louis, St Louis, MO, USA
| | - Peter Sajjakulnukit
- Department of Molecular and Integrative Physiology, University of Michigan, Ann Arbor, MI, USA
| | - Pawan Poudel
- Division of Molecular Pathology, The Institute of Cancer Research, London, UK
| | - Chanthirika Ragulan
- Division of Molecular Pathology, The Institute of Cancer Research, London, UK
| | - Steven Kasperek
- Department of Molecular and Integrative Physiology, University of Michigan, Ann Arbor, MI, USA
| | - Megan Radyk
- Department of Molecular and Integrative Physiology, University of Michigan, Ann Arbor, MI, USA
| | - Damien Sutton
- Department of Molecular and Integrative Physiology, University of Michigan, Ann Arbor, MI, USA
| | - Rosa E Menjivar
- Cellular and Molecular Biology Program, University of Michigan, Ann Arbor, MI, USA
| | - Anthony Andren
- Department of Molecular and Integrative Physiology, University of Michigan, Ann Arbor, MI, USA
| | - Juan J Apiz-Saab
- Ben May Department for Cancer Research, University of Chicago, Chicago, IL, USA
| | - Zachary Tolstyka
- Department of Molecular and Integrative Physiology, University of Michigan, Ann Arbor, MI, USA
| | - Kristee Brown
- Department of Surgery, University of Michigan, Ann Arbor, MI, USA
| | - Ho-Joon Lee
- Department of Molecular and Integrative Physiology, University of Michigan, Ann Arbor, MI, USA
| | | | - Xi He
- Department of Surgery, University of Michigan, Ann Arbor, MI, USA
| | - Hari Ps
- Division of Molecular Pathology, The Institute of Cancer Research, London, UK
| | - Julia Ugras
- Department of Molecular and Integrative Physiology, University of Michigan, Ann Arbor, MI, USA
| | - Gift Nyamundanda
- Division of Molecular Pathology, The Institute of Cancer Research, London, UK
| | - Li Zhang
- Department of Molecular and Integrative Physiology, University of Michigan, Ann Arbor, MI, USA
| | - Christopher J Halbrook
- Department of Molecular and Integrative Physiology, University of Michigan, Ann Arbor, MI, USA
| | - Eileen S Carpenter
- Department of Internal Medicine, Division of Gastroenterology, University of Michigan, Ann Arbor, MI, USA
| | - Jiaqi Shi
- Department of Pathology and Clinical Labs, Rogel Cancer Center, University of Michigan, Ann Arbor, MI, USA
| | - Leah P Shriver
- Department of Chemistry, Washington University in St Louis, St Louis, MO, USA
- Department of Medicine, Washington University in St Louis, St Louis, MO, USA
- Center for Metabolomics and Isotope Tracing, Washington University in St Louis, St Louis, MO, USA
| | - Gary J Patti
- Department of Chemistry, Washington University in St Louis, St Louis, MO, USA
- Department of Medicine, Washington University in St Louis, St Louis, MO, USA
- Center for Metabolomics and Isotope Tracing, Washington University in St Louis, St Louis, MO, USA
| | - Alexander Muir
- Ben May Department for Cancer Research, University of Chicago, Chicago, IL, USA
| | - Marina Pasca di Magliano
- Department of Surgery, University of Michigan, Ann Arbor, MI, USA
- Rogel Cancer Center, University of Michigan, Ann Arbor, MI, USA
| | - Anguraj Sadanandam
- Division of Molecular Pathology, The Institute of Cancer Research, London, UK.
- Centre for Global Oncology, Division of Molecular Pathology, The Institute of Cancer Research, London, UK.
| | - Costas A Lyssiotis
- Department of Molecular and Integrative Physiology, University of Michigan, Ann Arbor, MI, USA.
- Department of Internal Medicine, Division of Gastroenterology, University of Michigan, Ann Arbor, MI, USA.
- Rogel Cancer Center, University of Michigan, Ann Arbor, MI, USA.
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5
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Apiz Saab JJ, Dzierozynski LN, Jonker PB, AminiTabrizi R, Shah H, Menjivar RE, Scott AJ, Nwosu ZC, Zhu Z, Chen RN, Oh M, Sheehan C, Wahl DR, Pasca di Magliano M, Lyssiotis CA, Macleod KF, Weber CR, Muir A. Pancreatic tumors exhibit myeloid-driven amino acid stress and upregulate arginine biosynthesis. eLife 2023; 12:e81289. [PMID: 37254839 PMCID: PMC10260022 DOI: 10.7554/elife.81289] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [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: 06/23/2022] [Accepted: 05/25/2023] [Indexed: 06/01/2023] Open
Abstract
Nutrient stress in the tumor microenvironment requires cancer cells to adopt adaptive metabolic programs for survival and proliferation. Therefore, knowledge of microenvironmental nutrient levels and how cancer cells cope with such nutrition is critical to understand the metabolism underpinning cancer cell biology. Previously, we performed quantitative metabolomics of the interstitial fluid (the local perfusate) of murine pancreatic ductal adenocarcinoma (PDAC) tumors to comprehensively characterize nutrient availability in the microenvironment of these tumors. Here, we develop Tumor Interstitial Fluid Medium (TIFM), a cell culture medium that contains nutrient levels representative of the PDAC microenvironment, enabling us to study PDAC metabolism ex vivo under physiological nutrient conditions. We show that PDAC cells cultured in TIFM adopt a cellular state closer to that of PDAC cells present in tumors compared to standard culture models. Further, using the TIFM model, we found arginine biosynthesis is active in PDAC and allows PDAC cells to maintain levels of this amino acid despite microenvironmental arginine depletion. We also show that myeloid derived arginase activity is largely responsible for the low levels of arginine in PDAC tumors. Altogether, these data indicate that nutrient availability in tumors is an important determinant of cancer cell metabolism and behavior, and cell culture models that incorporate physiological nutrient availability have improved fidelity to in vivo systems and enable the discovery of novel cancer metabolic phenotypes.
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Affiliation(s)
- Juan J Apiz Saab
- Ben May Department for Cancer Research, University of ChicagoChicagoUnited States
| | | | - Patrick B Jonker
- Ben May Department for Cancer Research, University of ChicagoChicagoUnited States
| | - Roya AminiTabrizi
- Metabolomics Platform, Comprehensive Cancer Center, University of ChicagoChicagoUnited States
| | - Hardik Shah
- Metabolomics Platform, Comprehensive Cancer Center, University of ChicagoChicagoUnited States
| | - Rosa Elena Menjivar
- Cellular and Molecular Biology Program, University of Michigan-Ann ArborAnn ArborUnited States
| | - Andrew J Scott
- Department of Radiation Oncology, University of MichiganAnn ArborUnited States
| | - Zeribe C Nwosu
- Department of Molecular and Integrative Physiology, University of Michigan-Ann ArborAnn ArborUnited States
| | - Zhou Zhu
- Ben May Department for Cancer Research, University of ChicagoChicagoUnited States
| | - Riona N Chen
- Ben May Department for Cancer Research, University of ChicagoChicagoUnited States
| | - Moses Oh
- Ben May Department for Cancer Research, University of ChicagoChicagoUnited States
| | - Colin Sheehan
- Ben May Department for Cancer Research, University of ChicagoChicagoUnited States
| | - Daniel R Wahl
- Department of Radiation Oncology, University of MichiganAnn ArborUnited States
| | | | - Costas A Lyssiotis
- Department of Molecular and Integrative Physiology, University of Michigan-Ann ArborAnn ArborUnited States
| | - Kay F Macleod
- Ben May Department for Cancer Research, University of ChicagoChicagoUnited States
| | | | - Alexander Muir
- Ben May Department for Cancer Research, University of ChicagoChicagoUnited States
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6
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Menjivar RE, Nwosu ZC, Du W, Donahue KL, Hong HS, Espinoza C, Brown K, Velez-Delgado A, Yan W, Lima F, Bischoff A, Kadiyala P, Salas-Escabillas D, Crawford HC, Bednar F, Carpenter E, Zhang Y, Halbrook CJ, Lyssiotis CA, Pasca di Magliano M. Arginase 1 is a key driver of immune suppression in pancreatic cancer. eLife 2023; 12:e80721. [PMID: 36727849 PMCID: PMC10260021 DOI: 10.7554/elife.80721] [Citation(s) in RCA: 17] [Impact Index Per Article: 17.0] [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: 06/01/2022] [Accepted: 01/30/2023] [Indexed: 02/03/2023] Open
Abstract
An extensive fibroinflammatory stroma rich in macrophages is a hallmark of pancreatic cancer. In this disease, it is well appreciated that macrophages are immunosuppressive and contribute to the poor response to immunotherapy; however, the mechanisms of immune suppression are complex and not fully understood. Immunosuppressive macrophages are classically defined by the expression of the enzyme Arginase 1 (ARG1), which we demonstrated is potently expressed in pancreatic tumor-associated macrophages from both human patients and mouse models. While routinely used as a polarization marker, ARG1 also catabolizes arginine, an amino acid required for T cell activation and proliferation. To investigate this metabolic function, we used a genetic and a pharmacologic approach to target Arg1 in pancreatic cancer. Genetic inactivation of Arg1 in macrophages, using a dual recombinase genetically engineered mouse model of pancreatic cancer, delayed formation of invasive disease, while increasing CD8+ T cell infiltration. Additionally, Arg1 deletion induced compensatory mechanisms, including Arg1 overexpression in epithelial cells, namely Tuft cells, and Arg2 overexpression in a subset of macrophages. To overcome these compensatory mechanisms, we used a pharmacological approach to inhibit arginase. Treatment of established tumors with the arginase inhibitor CB-1158 exhibited further increased CD8+ T cell infiltration, beyond that seen with the macrophage-specific knockout, and sensitized the tumors to anti-PD1 immune checkpoint blockade. Our data demonstrate that Arg1 drives immune suppression in pancreatic cancer by depleting arginine and inhibiting T cell activation.
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Affiliation(s)
- Rosa E Menjivar
- Cellular and Molecular Biology Program, University of Michigan-Ann ArborAnn ArborUnited States
| | - Zeribe C Nwosu
- Department of Molecular and Integrative Physiology, University of Michigan-Ann ArborAnn ArborUnited States
| | - Wenting Du
- Department of Surgery, University of Michigan-Ann ArborAnn ArborUnited States
| | - Katelyn L Donahue
- Cancer Biology Program, University of Michigan-Ann ArborAnn ArborUnited States
| | - Hanna S Hong
- Department of Immunology, University of Michigan-Ann ArborAnn ArborUnited States
| | - Carlos Espinoza
- Department of Surgery, University of Michigan-Ann ArborAnn ArborUnited States
| | - Kristee Brown
- Department of Surgery, University of Michigan-Ann ArborAnn ArborUnited States
| | - Ashley Velez-Delgado
- Department of Cell and Developmental Biology, University of Michigan-Ann ArborAnn ArborUnited States
| | - Wei Yan
- Department of Surgery, University of Michigan-Ann ArborAnn ArborUnited States
| | - Fatima Lima
- Department of Surgery, University of Michigan-Ann ArborAnn ArborUnited States
| | - Allison Bischoff
- Cancer Biology Program, University of Michigan-Ann ArborAnn ArborUnited States
| | - Padma Kadiyala
- Department of Immunology, University of Michigan-Ann ArborAnn ArborUnited States
| | | | | | - Filip Bednar
- Department of Surgery, University of Michigan-Ann ArborAnn ArborUnited States
- Rogel Cancer CenterAnn ArborUnited States
| | - Eileen Carpenter
- Rogel Cancer CenterAnn ArborUnited States
- Department of Internal Medicine, Division of Gastroenterolog, University of Michigan-Ann ArborAnn ArborUnited States
| | - Yaqing Zhang
- Department of Surgery, University of Michigan-Ann ArborAnn ArborUnited States
- Rogel Cancer CenterAnn ArborUnited States
| | - Christopher J Halbrook
- Department of Molecular Biology and Biochemistry, University of California, IrvineIrvineUnited States
- Chao Family Comprehensive Cancer Center, University of California, IrvineIrvineUnited States
| | - Costas A Lyssiotis
- Department of Molecular and Integrative Physiology, University of Michigan-Ann ArborAnn ArborUnited States
- Cancer Biology Program, University of Michigan-Ann ArborAnn ArborUnited States
- Rogel Cancer CenterAnn ArborUnited States
- Department of Internal Medicine, Division of Gastroenterolog, University of Michigan-Ann ArborAnn ArborUnited States
| | - Marina Pasca di Magliano
- Cellular and Molecular Biology Program, University of Michigan-Ann ArborAnn ArborUnited States
- Cancer Biology Program, University of Michigan-Ann ArborAnn ArborUnited States
- Department of Cell and Developmental Biology, University of Michigan-Ann ArborAnn ArborUnited States
- Henry Ford Pancreatic Cancer CenterDetroitUnited States
- Rogel Cancer CenterAnn ArborUnited States
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7
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Zhang Y, Yan W, Brown KL, Velez-Delgado A, Nwosu ZC, Donahue K, Kadiyala P, Yang S, Avritt FR, He X, Espinoza C, di Magliano MP. Abstract PR021: CCR1 expression defines pancreatic tumor associated macrophages and drives their immunosuppressive properties. Cancer Res 2022. [DOI: 10.1158/1538-7445.panca22-pr021] [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: 11/17/2022]
Abstract
Abstract
The tumor microenvironment of pancreatic ductal adenocarcinoma (PDA) includes abundant fibroblasts and infiltrating immune cells, the latter largely immunosuppressive. Immunotherapy approaches have been ineffective in PDA, pointing to the need for a better understanding of the mechanisms of immunosuppression. We previously identified C-C Motif Chemokine Receptor 1 (CCR1) as overexpressed in macrophages exposed to pancreatic cancer cell conditioned medium in vitro. By single-cell RNA sequencing, we found CCR1 to be expressed by tumor associated macrophages (TAMs) and granulocytes in both human and mouse PDA. Conversely, the ligands for CCR1, C-C Motif Chemokine Ligands (CCLs), are produced by tumor associated fibroblasts. Thus, we sought to investigate the functional role of CCR1 in pancreatic cancer using a combination of genetically engineered mouse models and pharmaceutically approaches. In a first set of experiments, we generated KC;CCR1-/- mice (Ptf1a-Cre;LSL-KrasG12D;CCR1-/-) to determine the requirement of CCR1 during oncogenic KRAS induced pancreatic cancer initiation. We did not observe a difference in PanIN formation/progression in KC;CCR1-/- compared to KC mice. However, we observed increased immune infiltration, including CD8 T cells, in KC;CCR1-/- pancreata. In a second set of experiments, we then orthotopically transplanted two independent mouse pancreatic cancer cells derived from the KPC model in syngeneic CCR1 knockout hosts. We observed reduced tumor growth, which was rescued by CD8 T cell depletion, indicating an increase of anti-tumor immunity in mice lacking CCR1. Consistently, we observed elevated cytotoxic Granzyme B expression, as well as an increase of apoptotic cells in tumors harvested from Ccr1-/- mice. Through mass cytometry (CyTOF) and co-immunofluorescence staining we discovered that tumor associated macrophages from CCR1-/- mice expressed less Arginase 1 and CD206, both immunosuppressive markers, compared to macrophages in wild type tumors. In the last set of experiments, we used the CCR1 inhibitor J-113863, administered to mice following establishment of an orthotopically implanted tumor. Similar to the genetic model, CCR1 inhibition resulted in smaller tumors. Further, targeting CCR1 either genetically or using a CCR1 inhibitor synergizes with anti-PDL1 immune checkpoint blockade to reduce tumor growth. Together, our data is consistent with the notion that tumor associated macrophages lacking CCR1 expression are less immunosuppressive, consequently allowing increased CD8 T cell-mediated anti-tumor immunity. Targeting CCR1 in combination with immune checkpoint blockade improves antitumor efficacy in pancreatic cancer.
Citation Format: Yaqing Zhang, Wei Yan, Kristee L. Brown, Ashely Velez-Delgado, Zeribe C. Nwosu, Katelyn Donahue, Padma Kadiyala, Sion Yang, Faith R. Avritt, Xi He, Carlos Espinoza, Marina Pasca di Magliano. CCR1 expression defines pancreatic tumor associated macrophages and drives their immunosuppressive properties [abstract]. In: Proceedings of the AACR Special Conference on Pancreatic Cancer; 2022 Sep 13-16; Boston, MA. Philadelphia (PA): AACR; Cancer Res 2022;82(22 Suppl):Abstract nr PR021.
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Affiliation(s)
| | - Wei Yan
- 1University of Michigan, Ann Arbor, MI
| | | | | | | | | | | | - Sion Yang
- 1University of Michigan, Ann Arbor, MI
| | | | - Xi He
- 1University of Michigan, Ann Arbor, MI
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Nwosu ZC, Pasca di Magliano M. GOT2: An Unexpected Mediator of Immunosuppression in Pancreatic Cancer. Cancer Discov 2022; 12:2237-2239. [PMID: 36196574 DOI: 10.1158/2159-8290.cd-22-0845] [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
In this issue, Abrego and colleagues describe an unexpected role for the mitochondrial enzyme glutamic-oxaloacetic transaminase (GOT2) in pancreatic cancer, whereby it acts as a nuclear fatty acid transporter binding to and activating the PPARδ nuclear receptor. In turn, the GOT2-PPARδaxis drives immunosuppression by suppressing T cell-mediated antitumor immunity. See related article by Abrego et al., p. 2414 (3).
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Affiliation(s)
- Zeribe C Nwosu
- Department of Molecular and Integrative Physiology, University of Michigan, Ann Arbor, Michigan
| | - Marina Pasca di Magliano
- Department of Surgery, University of Michigan, Ann Arbor, Michigan.,Rogel Cancer Center, University of Michigan, Ann Arbor, Michigan
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9
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Kerk SA, Lin L, Myers AL, Sutton DJ, Andren A, Sajjakulnukit P, Zhang L, Zhang Y, Jiménez JA, Nelson BS, Chen B, Robinson A, Thurston G, Kemp SB, Steele NG, Hoffman MT, Wen HJ, Long D, Ackenhusen SE, Ramos J, Gao X, Nwosu ZC, Galban S, Halbrook CJ, Lombard DB, Piwnica-Worms DR, Ying H, Pasca di Magliano M, Crawford HC, Shah YM, Lyssiotis CA. Metabolic requirement for GOT2 in pancreatic cancer depends on environmental context. eLife 2022; 11:e73245. [PMID: 35815941 PMCID: PMC9328765 DOI: 10.7554/elife.73245] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [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: 08/21/2021] [Accepted: 07/09/2022] [Indexed: 12/24/2022] Open
Abstract
Mitochondrial glutamate-oxaloacetate transaminase 2 (GOT2) is part of the malate-aspartate shuttle, a mechanism by which cells transfer reducing equivalents from the cytosol to the mitochondria. GOT2 is a key component of mutant KRAS (KRAS*)-mediated rewiring of glutamine metabolism in pancreatic ductal adenocarcinoma (PDA). Here, we demonstrate that the loss of GOT2 disturbs redox homeostasis and halts proliferation of PDA cells in vitro. GOT2 knockdown (KD) in PDA cell lines in vitro induced NADH accumulation, decreased Asp and α-ketoglutarate (αKG) production, stalled glycolysis, disrupted the TCA cycle, and impaired proliferation. Oxidizing NADH through chemical or genetic means resolved the redox imbalance induced by GOT2 KD, permitting sustained proliferation. Despite a strong in vitro inhibitory phenotype, loss of GOT2 had no effect on tumor growth in xenograft PDA or autochthonous mouse models. We show that cancer-associated fibroblasts (CAFs), a major component of the pancreatic tumor microenvironment (TME), release the redox active metabolite pyruvate, and culturing GOT2 KD cells in CAF conditioned media (CM) rescued proliferation in vitro. Furthermore, blocking pyruvate import or pyruvate-to-lactate reduction prevented rescue of GOT2 KD in vitro by exogenous pyruvate or CAF CM. However, these interventions failed to sensitize xenografts to GOT2 KD in vivo, demonstrating the remarkable plasticity and differential metabolism deployed by PDA cells in vitro and in vivo. This emphasizes how the environmental context of distinct pre-clinical models impacts both cell-intrinsic metabolic rewiring and metabolic crosstalk with the TME.
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Affiliation(s)
- Samuel A Kerk
- Doctoral Program in Cancer Biology, University of Michigan-Ann ArborAnn ArborUnited States
| | - Lin Lin
- Department of Molecular and Integrative Physiology, University of Michigan-Ann ArborAnn ArborUnited States
| | - Amy L Myers
- Department of Molecular and Integrative Physiology, University of Michigan-Ann ArborAnn ArborUnited States
| | - Damien J Sutton
- Department of Molecular and Integrative Physiology, University of Michigan-Ann ArborAnn ArborUnited States
| | - Anthony Andren
- Department of Molecular and Integrative Physiology, University of Michigan-Ann ArborAnn ArborUnited States
| | - Peter Sajjakulnukit
- Doctoral Program in Cancer Biology, University of Michigan-Ann ArborAnn ArborUnited States
| | - Li Zhang
- Department of Molecular and Integrative Physiology, University of Michigan-Ann ArborAnn ArborUnited States
| | - Yaqing Zhang
- Department of Surgery, University of Michigan-Ann ArborAnn ArborUnited States
| | - Jennifer A Jiménez
- Doctoral Program in Cancer Biology, University of Michigan-Ann ArborAnn ArborUnited States
| | - Barbara S Nelson
- Doctoral Program in Cancer Biology, University of Michigan-Ann ArborAnn ArborUnited States
- Department of Molecular and Integrative Physiology, University of Michigan-Ann ArborAnn ArborUnited States
| | - Brandon Chen
- Department of Molecular and Integrative Physiology, University of Michigan-Ann ArborAnn ArborUnited States
| | - Anthony Robinson
- Department of Cell and Developmental Biology, University of Michigan-Ann ArborAnn ArborUnited States
| | - Galloway Thurston
- Department of Molecular and Integrative Physiology, University of Michigan-Ann ArborAnn ArborUnited States
| | - Samantha B Kemp
- Molecular and Cellular Pathology Graduate Program, University of Michigan-Ann ArborAnn ArborUnited States
| | - Nina G Steele
- Department of Cell and Developmental Biology, University of Michigan-Ann ArborAnn ArborUnited States
| | - Megan T Hoffman
- Department of Molecular and Integrative Physiology, University of Michigan-Ann ArborAnn ArborUnited States
| | - Hui-Ju Wen
- Department of Molecular and Integrative Physiology, University of Michigan-Ann ArborAnn ArborUnited States
| | - Daniel Long
- Department of Molecular and Integrative Physiology, University of Michigan-Ann ArborAnn ArborUnited States
| | - Sarah E Ackenhusen
- Program in Chemical Biology, University of Michigan-Ann ArborAnn ArborUnited States
| | - Johanna Ramos
- Department of Molecular and Integrative Physiology, University of Michigan-Ann ArborAnn ArborUnited States
| | - Xiaohua Gao
- Department of Molecular and Integrative Physiology, University of Michigan-Ann ArborAnn ArborUnited States
| | - Zeribe C Nwosu
- Department of Molecular and Integrative Physiology, University of Michigan-Ann ArborAnn ArborUnited States
| | - Stefanie Galban
- Department of Radiology, University of MichiganAnn ArborUnited States
- Rogel Cancer Center, University of MichiganAnn ArborUnited States
| | - Christopher J Halbrook
- Department of Molecular and Integrative Physiology, University of Michigan-Ann ArborAnn ArborUnited States
| | - David B Lombard
- Department of Pathology and Institute of Gerontology, University of MichiganAnn ArborUnited States
| | - David R Piwnica-Worms
- Department of Cancer Systems Imaging, University of Texas MD Anderson Cancer CenterHoustonUnited States
| | - Haoqiang Ying
- Department of Molecular and Cellular Oncology, University of Texas MD Anderson Cancer CenterHoustonUnited States
| | - Marina Pasca di Magliano
- Department of Surgery, University of Michigan-Ann ArborAnn ArborUnited States
- Rogel Cancer Center, University of MichiganAnn ArborUnited States
| | - Howard C Crawford
- Department of Molecular and Integrative Physiology, University of Michigan-Ann ArborAnn ArborUnited States
- Rogel Cancer Center, University of MichiganAnn ArborUnited States
| | - Yatrik M Shah
- Department of Molecular and Integrative Physiology, University of Michigan-Ann ArborAnn ArborUnited States
- Rogel Cancer Center, University of MichiganAnn ArborUnited States
- Department of Internal Medicine, Division of Gastroenterology and Hepatology, University of MichiganAnn ArborUnited States
| | - Costas A Lyssiotis
- Doctoral Program in Cancer Biology, University of Michigan-Ann ArborAnn ArborUnited States
- Department of Molecular and Integrative Physiology, University of Michigan-Ann ArborAnn ArborUnited States
- Rogel Cancer Center, University of MichiganAnn ArborUnited States
- Department of Internal Medicine, Division of Gastroenterology and Hepatology, University of MichiganAnn ArborUnited States
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10
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Scales MK, Velez-Delgado A, Steele NG, Schrader HE, Stabnick AM, Yan W, Mercado Soto NM, Nwosu ZC, Johnson C, Zhang Y, Salas-Escabillas DJ, Menjivar RE, Maurer HC, Crawford HC, Bednar F, Olive KP, Pasca di Magliano M, Allen BL. Combinatorial Gli activity directs immune infiltration and tumor growth in pancreatic cancer. PLoS Genet 2022; 18:e1010315. [PMID: 35867772 PMCID: PMC9348714 DOI: 10.1371/journal.pgen.1010315] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2022] [Revised: 08/03/2022] [Accepted: 06/27/2022] [Indexed: 01/16/2023] Open
Abstract
Proper Hedgehog (HH) signaling is essential for embryonic development, while aberrant HH signaling drives pediatric and adult cancers. HH signaling is frequently dysregulated in pancreatic cancer, yet its role remains controversial, with both tumor-promoting and tumor-restraining functions reported. Notably, the GLI family of HH transcription factors (GLI1, GLI2, GLI3), remain largely unexplored in pancreatic cancer. We therefore investigated the individual and combined contributions of GLI1-3 to pancreatic cancer progression. At pre-cancerous stages, fibroblast-specific Gli2/Gli3 deletion decreases immunosuppressive macrophage infiltration and promotes T cell infiltration. Strikingly, combined loss of Gli1/Gli2/Gli3 promotes macrophage infiltration, indicating that subtle changes in Gli expression differentially regulate immune infiltration. In invasive tumors, Gli2/Gli3 KO fibroblasts exclude immunosuppressive myeloid cells and suppress tumor growth by recruiting natural killer cells. Finally, we demonstrate that fibroblasts directly regulate macrophage and T cell migration through the expression of Gli-dependent cytokines. Thus, the coordinated activity of GLI1-3 directs the fibroinflammatory response throughout pancreatic cancer progression.
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Affiliation(s)
- Michael K. Scales
- Department of Cell and Developmental Biology, University of Michigan, Ann Arbor, Michigan, United States of America
| | - Ashley Velez-Delgado
- Department of Cell and Developmental Biology, University of Michigan, Ann Arbor, Michigan, United States of America
| | - Nina G. Steele
- Department of Cell and Developmental Biology, University of Michigan, Ann Arbor, Michigan, United States of America
| | - Hannah E. Schrader
- Department of Cell and Developmental Biology, University of Michigan, Ann Arbor, Michigan, United States of America
| | - Anna M. Stabnick
- Department of Cell and Developmental Biology, University of Michigan, Ann Arbor, Michigan, United States of America
| | - Wei Yan
- Department of Surgery, University of Michigan, Ann Arbor, Michigan, United States of America
| | - Nayanna M. Mercado Soto
- Department of Cell and Developmental Biology, University of Michigan, Ann Arbor, Michigan, United States of America
| | - Zeribe C. Nwosu
- Department of Molecular and Integrative Physiology, University of Michigan, Ann Arbor, Michigan, United States of America
| | - Craig Johnson
- Department of Cell and Developmental Biology, University of Michigan, Ann Arbor, Michigan, United States of America
| | - Yaqing Zhang
- Department of Surgery, University of Michigan, Ann Arbor, Michigan, United States of America
- Rogel Cancer Center, University of Michigan, Ann Arbor, Michigan, United States of America
| | | | - Rosa E. Menjivar
- Cellular and Molecular Biology Program, University of Michigan, Ann Arbor, Michigan, United States of America
| | - H. Carlo Maurer
- Department of Medicine, Vagelos College of Physicians and Surgeons, Columbia University Irving Medical Center, New York city, New York, United States of America
- Internal Medicine II, School of Medicine, Technische Universität München, Munich, Germany
| | - Howard C. Crawford
- Department of Surgery, Henry Ford Health System, Detroit, Michigan, United States of America
| | - Filip Bednar
- Department of Surgery, University of Michigan, Ann Arbor, Michigan, United States of America
- Rogel Cancer Center, University of Michigan, Ann Arbor, Michigan, United States of America
| | - Kenneth P. Olive
- Department of Medicine, Vagelos College of Physicians and Surgeons, Columbia University Irving Medical Center, New York city, New York, United States of America
- Herbert Irving Comprehensive Cancer Center, Columbia University Irving Medical Center, New York city, New York, United States of America
| | - Marina Pasca di Magliano
- Department of Cell and Developmental Biology, University of Michigan, Ann Arbor, Michigan, United States of America
- Department of Surgery, University of Michigan, Ann Arbor, Michigan, United States of America
- Rogel Cancer Center, University of Michigan, Ann Arbor, Michigan, United States of America
| | - Benjamin L. Allen
- Department of Cell and Developmental Biology, University of Michigan, Ann Arbor, Michigan, United States of America
- Rogel Cancer Center, University of Michigan, Ann Arbor, Michigan, United States of America
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11
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Buschhaus JM, Rajendran S, Humphries BA, Cutter AC, Muñiz AJ, Ciavattone NG, Buschhaus AM, Cañeque T, Nwosu ZC, Sahoo D, Bevoor AS, Shah YM, Lyssiotis CA, Ghosh P, Wicha MS, Rodriguez R, Luker GD. Effects of iron modulation on mesenchymal stem cell-induced drug resistance in estrogen receptor-positive breast cancer. Oncogene 2022; 41:3705-3718. [PMID: 35732800 PMCID: PMC9288981 DOI: 10.1038/s41388-022-02385-9] [Citation(s) in RCA: 15] [Impact Index Per Article: 7.5] [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: 03/07/2022] [Revised: 05/31/2022] [Accepted: 06/13/2022] [Indexed: 01/03/2023]
Abstract
Patients with estrogen receptor-positive (ER+) breast cancer, the most common subtype, remain at risk for lethal metastatic disease years after diagnosis. Recurrence arises partly because tumor cells in bone marrow become resistant to estrogen-targeted therapy. Here, we utilized a co-culture model of bone marrow mesenchymal stem cells (MSCs) and ER+ breast cancer cells to recapitulate interactions of cancer cells in bone marrow niches. ER+ breast cancer cells in direct contact with MSCs acquire cancer stem-like (CSC) phenotypes with increased resistance to standard antiestrogenic drugs. We confirmed that co-culture with MSCs increased labile iron in breast cancer cells, a phenotype associated with CSCs and disease progression. Clinically approved iron chelators and in-house lysosomal iron-targeting compounds restored sensitivity to antiestrogenic therapy. These findings establish iron modulation as a mechanism to reverse MSC-induced drug resistance and suggest iron modulation in combination with estrogen-targeted therapy as a promising, translatable strategy to treat ER+ breast cancer.
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Affiliation(s)
- Johanna M Buschhaus
- Department of Biomedical Engineering, University of Michigan, 2200 Bonisteel, Blvd., Ann Arbor, MI, 48109-2099, USA
- Center for Molecular Imaging, Department of Radiology, University of Michigan, 109 Zina Pitcher Place, Ann Arbor, MI, 48109-2200, USA
| | - Shrila Rajendran
- Center for Molecular Imaging, Department of Radiology, University of Michigan, 109 Zina Pitcher Place, Ann Arbor, MI, 48109-2200, USA
| | - Brock A Humphries
- Center for Molecular Imaging, Department of Radiology, University of Michigan, 109 Zina Pitcher Place, Ann Arbor, MI, 48109-2200, USA
| | - Alyssa C Cutter
- Center for Molecular Imaging, Department of Radiology, University of Michigan, 109 Zina Pitcher Place, Ann Arbor, MI, 48109-2200, USA
| | - Ayşe J Muñiz
- Macromolecular Science and Engineering and Biointerfaces Institute, University of Michigan, Ann Arbor, MI, 48109-2200, USA
| | - Nicholas G Ciavattone
- Center for Molecular Imaging, Department of Radiology, University of Michigan, 109 Zina Pitcher Place, Ann Arbor, MI, 48109-2200, USA
| | - Alexander M Buschhaus
- Center for Molecular Imaging, Department of Radiology, University of Michigan, 109 Zina Pitcher Place, Ann Arbor, MI, 48109-2200, USA
| | - Tatiana Cañeque
- Institut Curie, Chemical Biology of Cancer Laboratory, CNRS UMR 3666, INSERM U1143, PSL Research University, Paris, France
| | - Zeribe C Nwosu
- Department of Molecular and Integrative Physiology, University of Michigan Medical School, Ann Arbor, MI, USA
| | - Debashis Sahoo
- Pediatrics, and Computer Science and Engineering, University of California San Diego, La Jolla, CA, USA
| | - Avinash S Bevoor
- Center for Molecular Imaging, Department of Radiology, University of Michigan, 109 Zina Pitcher Place, Ann Arbor, MI, 48109-2200, USA
| | - Yatrik M Shah
- Department of Molecular and Integrative Physiology, University of Michigan Medical School, Ann Arbor, MI, USA
- Division of Gastroenterology, Department of Internal Medicine, University of Michigan Medical School, Ann Arbor, MI, USA
- Rogel Cancer Center, University of Michigan Medical School, Ann Arbor, MI, USA
| | - Costas A Lyssiotis
- Department of Molecular and Integrative Physiology, University of Michigan Medical School, Ann Arbor, MI, USA
- Department of Internal Medicine, University of Michigan Medical School, Ann Arbor, MI, USA
| | - Pradipta Ghosh
- Departments of Medicine and Cellular and Molecular Medicine, University of California San Diego, La Jolla, CA, USA
| | - Max S Wicha
- Department of Internal Medicine, Division of Hematology and Oncology, University of Michigan, Ann Arbor, MI, 48109, USA
| | - Raphaël Rodriguez
- Institut Curie, Chemical Biology of Cancer Laboratory, CNRS UMR 3666, INSERM U1143, PSL Research University, Paris, France
| | - Gary D Luker
- Department of Biomedical Engineering, University of Michigan, 2200 Bonisteel, Blvd., Ann Arbor, MI, 48109-2099, USA.
- Center for Molecular Imaging, Department of Radiology, University of Michigan, 109 Zina Pitcher Place, Ann Arbor, MI, 48109-2200, USA.
- Department of Microbiology and Immunology, University of Michigan, 109 Zina Pitcher Place, Ann Arbor, MI, 48109-2200, USA.
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12
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Zhang Y, Brown KL, Yan W, Nwosu ZC, Carpenter EK, Donahue KL, Velez-Delgado A, Yang S, Pasca di Magliano M. Abstract P053: Ablation of CCR1 relieves immunosuppression in pancreatic cancer. Cancer Immunol Res 2022. [DOI: 10.1158/2326-6074.tumimm21-p053] [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 Cancer is one of the deadliest malignancies, with 5-year survival rate of 10%. The tumor microenvironment of pancreatic ductal adenocarcinoma (PDA) includes abundant fibroblasts and infiltrating immune cells, the latter largely immunosuppressive. Mono-immunotherapy or combination immunotherapy approaches has been ineffective in pancreatic cancer, pointing to the need for additional avenues to target in pancreatic cancer microenvironment. We previously showed that targeting regulatory T cell (Treg), a prevalent T cell population in pancreatic cancer, failed to relieve immunosuppression and led to accelerated tumor progression. We discovered that Treg depletion reprogrammed tumor associated fibroblasts and increased immunosuppressive myeloid cell recruitment, an effect that was partially mediated by CCLs/CCR1signaling. We found that tumor educated macrophages express the highest levels of Ccr1 compared to non-activated (M0), pro-inflammatory (M1), or anti-inflammatory (M2) bone marrow derived macrophage subsets. Thus, we sought to investigate the functional role of CCR1 in pancreatic cancer. By single cell RNA sequencing, we found CCR1 to be mainly expressed by tumor associated macrophages (TAMs) and neutrophils (or granulocytes) in both human and mouse PDA. We then orthotopically transplanted syngeneic mouse pancreatic cancer cells in CCR1 knockout hosts and observed reduced tumor growth which was rescued by CD8 T cell depletion. Histological analysis showed elevated Granzyme B expression in infiltrating T cells, as well as an increase in apoptotic cells in tumors implanted in Ccr1−/− mice. Through cytometry by time of flight (CyTOF) and co-immunofluorescence we also discovered that TAMs in tumors implanted in Ccr1−/− mice expressed less Arginase 1 and CD206 -both markers of immunosuppressive macrophages- compared to TAMs in wild type tumors. Thus, our data is consistent with the notion that tumor associated macrophages lacking CCR1 expression are less immunosuppressive, consequently allowing increased CD8 T cell-mediated anti-tumor immunity. We are currently exploring combination approaches targeting CCR1 in pancreatic cancer.
Citation Format: Yaqing Zhang, Kristee L. Brown, Wei Yan, Zeribe C. Nwosu, Eileen K. Carpenter, Katelyn L. Donahue, Ashley Velez-Delgado, Sion Yang, Marina Pasca di Magliano. Ablation of CCR1 relieves immunosuppression in pancreatic cancer [abstract]. In: Abstracts: AACR Virtual Special Conference: Tumor Immunology and Immunotherapy; 2021 Oct 5-6. Philadelphia (PA): AACR; Cancer Immunol Res 2022;10(1 Suppl):Abstract nr P053.
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Affiliation(s)
| | | | - Wei Yan
- 1University of Michigan, Ann Arbor, MI
| | | | | | | | | | - Sion Yang
- 1University of Michigan, Ann Arbor, MI
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Zhang Y, Brown KL, Yan W, Nwosu ZC, Carpenter EK, Donahue KL, Velez-Delgado A, Yang S, Pasca di Magliano M. Abstract PO-129: Targeting CCR1 reprograms tumor associated macrophages in pancreatic cancer. Cancer Res 2021. [DOI: 10.1158/1538-7445.panca21-po-129] [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
The tumor microenvironment of pancreatic ductal adenocarcinoma (PDA) includes abundant fibroblasts and infiltrating immune cells, the latter largely immunosuppressive. We previously showed that targeting regulatory T cell (Treg), a prevalent T cell population in pancreatic cancer, failed to relieve immunosuppression and led to accelerated tumor progression. We discovered that Treg depletion reprogrammed tumor associated fibroblasts and increased immunosuppressive myeloid cell recruitment, an effect that was partially mediated by CCLs/CCR1signaling. Thus, we sought to investigate the potential therapeutic effect of targeting CCR1 in pancreatic cancer. By single cell RNA sequencing, we found CCR1 to be mainly expressed by tumor associated macrophages (TAMs) and neutrophils (or granulocytes) in both human and mouse PDA. We then orthotopically transplanted syngeneic mouse pancreatic cancer cells in CCR1 knockout hosts, and observed reduced tumor growth which was rescued by CD8 T cell depletion. Histological analysis showed elevated Granzyme B expression in infiltrating T cells, as well as an increase in cleaved caspase 3 positive cancer cells in tumors implanted in Ccr1−/− mice. Through cytometry by time of flight (CyTOF) and co-immunofluorescence we also discovered that TAMs in tumors implanted in Ccr1−/− mice expressed less Arginase 1 and CD206 -both markers of immunosuppressive macrophages- compared to TAMs in wild type tumors. Thus, our data is consistent with the notion that tumor associated macrophages lacking CCR1 expression are less immunosuppressive, consequently allowing increased CD8 T cell-mediated anti-tumor immunity. We are currently exploring combination approaches targeting CCR1 in pancreatic cancer.
Citation Format: Yaqing Zhang, Kristee L. Brown, Wei Yan, Zeribe C. Nwosu, Eileen K. Carpenter, Katelyn L. Donahue, Ashley Velez-Delgado, Sion Yang, Marina Pasca di Magliano. Targeting CCR1 reprograms tumor associated macrophages in pancreatic cancer [abstract]. In: Proceedings of the AACR Virtual Special Conference on Pancreatic Cancer; 2021 Sep 29-30. Philadelphia (PA): AACR; Cancer Res 2021;81(22 Suppl):Abstract nr PO-129.
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Affiliation(s)
| | | | - Wei Yan
- University of Michigan, Ann Arbor, MI
| | | | | | | | | | - Sion Yang
- University of Michigan, Ann Arbor, MI
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14
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Shi J, Yi Z, Jin L, Zhao L, Raskind A, Yeomans L, Nwosu ZC, Simeone DM, Lyssiotis CA, Stringer KA, Kwon RS. Cyst fluid metabolites distinguish malignant from benign pancreatic cysts. Neoplasia 2021; 23:1078-1088. [PMID: 34583246 PMCID: PMC8479274 DOI: 10.1016/j.neo.2021.09.004] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [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: 06/03/2021] [Revised: 09/01/2021] [Accepted: 09/02/2021] [Indexed: 12/28/2022] Open
Abstract
OBJECTIVES Current standard of care imaging, cytology, or cystic fluid analysis cannot reliably differentiate malignant from benign pancreatic cystic neoplasms. This study sought to determine if the metabolic profile of cystic fluid could distinguish benign and malignant lesions, as well as mucinous and non-mucinous lesions. Methods Metabolic profiling by untargeted mass spectrometry and quantitative nuclear magnetic resonance was performed in 24 pancreatic cyst fluid from surgically resected samples with pathological diagnoses and clinicopathological correlation. Results (Iso)-butyrylcarnitine distinguished malignant from benign pancreatic cysts, with a diagnostic accuracy of 89%. (Iso)-butyrylcarnitine was 28-fold more abundant in malignant cyst fluid compared with benign cyst fluid (P=.048). Furthermore, 5-oxoproline (P=.01) differentiated mucinous from non-mucinous cysts with a diagnostic accuracy of 90%, better than glucose (82% accuracy), a previously described metabolite that distinguishes mucinous from non-mucinous cysts. Combined analysis of glucose and 5-oxoproline did not improve the diagnostic accuracy. In comparison, standard of care cyst fluid carcinoembryonic antigen (CEA) and cytology had a diagnostic accuracy of 40% and 60% respectively for mucinous cysts. (Iso)-butyrylcarnitine and 5-oxoproline correlated with cyst fluid CEA levels (P<.0001 and P<.05 respectively). For diagnosing malignant pancreatic cysts, the diagnostic accuracies of cyst size > 3 cm, ≥ 1 high-risk features, cyst fluid CEA, and cytology are 38%, 75%, 80%, and 75%, respectively. Conclusions (Iso)-butyrylcarnitine has potential clinical application for accurately distinguishing malignant from benign pancreatic cysts, and 5-oxoproline for distinguishing mucinous from non-mucinous cysts.
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Affiliation(s)
- Jiaqi Shi
- Department of Pathology & Clinical Labs, Rogel Cancer Center, University of Michigan, Ann Arbor, MI, USA.
| | - Zhujun Yi
- Department of Pathology & Clinical Labs, Rogel Cancer Center, University of Michigan, Ann Arbor, MI, USA; Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Lin Jin
- Department of Pathology & Clinical Labs, Rogel Cancer Center, University of Michigan, Ann Arbor, MI, USA; Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Lili Zhao
- Department of Biostatistics, University of Michigan, Ann Arbor, MI, USA
| | | | - Larisa Yeomans
- NMR Metabolomics Laboratory, Department of Clinical Pharmacy, College of Pharmacy, University of Michigan, Ann Arbor, MI, USA
| | - Zeribe C Nwosu
- Department of Molecular & Integrative Physiology, Department of Internal Medicine, Division of Gastroenterology and Hepatology, Rogel Cancer Center, University of Michigan, Ann Arbor, MI, USA
| | - Diane M Simeone
- Perlmutter Cancer Center, NYU Langone Health, New York, NY, USA
| | - Costas A Lyssiotis
- Department of Molecular & Integrative Physiology, Department of Internal Medicine, Division of Gastroenterology and Hepatology, Rogel Cancer Center, University of Michigan, Ann Arbor, MI, USA
| | - Kathleen A Stringer
- NMR Metabolomics Laboratory, Department of Clinical Pharmacy, College of Pharmacy, University of Michigan, Ann Arbor, MI, USA
| | - Richard S Kwon
- Internal Medicine, Michigan Medicine, Ann Arbor, MI, USA
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15
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Kemp SB, Carpenter ES, Steele NG, Donahue KL, Nwosu ZC, Pacheco A, Velez-Delgado A, Menjivar RE, Lima F, The S, Espinoza CE, Brown K, Long D, Lyssiotis CA, Rao A, Zhang Y, Pasca di Magliano M, Crawford HC. Apolipoprotein E Promotes Immune Suppression in Pancreatic Cancer through NF-κB-Mediated Production of CXCL1. Cancer Res 2021; 81:4305-4318. [PMID: 34049975 PMCID: PMC8445065 DOI: 10.1158/0008-5472.can-20-3929] [Citation(s) in RCA: 66] [Impact Index Per Article: 22.0] [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: 11/23/2020] [Revised: 04/02/2021] [Accepted: 05/26/2021] [Indexed: 11/16/2022]
Abstract
Pancreatic ductal adenocarcinoma (PDAC) is a lethal malignancy with few effective therapeutic options. PDAC is characterized by an extensive fibroinflammatory stroma that includes abundant infiltrating immune cells. Tumor-associated macrophages (TAM) are prevalent within the stroma and are key drivers of immunosuppression. TAMs in human and murine PDAC are characterized by elevated expression of apolipoprotein E (ApoE), an apolipoprotein that mediates cholesterol metabolism and has known roles in cardiovascular and Alzheimer's disease but no known role in PDAC. We report here that ApoE is also elevated in peripheral blood monocytes in PDAC patients, and plasma ApoE protein levels stratify patient survival. Orthotopic implantation of mouse PDAC cells into syngeneic wild-type or in ApoE-/- mice showed reduced tumor growth in ApoE-/- mice. Histologic and mass cytometric (CyTOF) analysis of these tumors showed an increase in CD8+ T cells in tumors in ApoE-/- mice. Mechanistically, ApoE induced pancreatic tumor cell expression of Cxcl1 and Cxcl5, known immunosuppressive factors, through LDL receptor and NF-κB signaling. Taken together, this study reveals a novel immunosuppressive role of ApoE in the PDAC microenvironment. SIGNIFICANCE: This study shows that elevated apolipoprotein E in PDAC mediates immune suppression and high serum apolipoprotein E levels correlate with poor patient survival.See related commentary by Sherman, p. 4186.
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Affiliation(s)
- Samantha B Kemp
- Program in Molecular and Cellular Pathology, University of Michigan, Ann Arbor, Michigan
| | - Eileen S Carpenter
- Department of Internal Medicine, Division of Gastroenterology, University of Michigan, Ann Arbor, Michigan
| | - Nina G Steele
- Department of Cell and Developmental Biology, University of Michigan, Ann Arbor, Michigan
| | - Katelyn L Donahue
- Program in Cancer Biology, University of Michigan, Ann Arbor, Michigan
| | - Zeribe C Nwosu
- Department of Molecular and Integrative Physiology, University of Michigan, Ann Arbor, Michigan
| | - Amanda Pacheco
- Program in Cancer Biology, University of Michigan, Ann Arbor, Michigan
| | - Ashley Velez-Delgado
- Department of Cell and Developmental Biology, University of Michigan, Ann Arbor, Michigan
| | - Rosa E Menjivar
- Program in Cellular and Molecular Biology, University of Michigan, Ann Arbor, Michigan
| | - Fatima Lima
- Department of Surgery, University of Michigan, Ann Arbor, Michigan
| | - Stephanie The
- Department of Computational Medicine and Bioinformatics, University of Michigan, Ann Arbor, Michigan
| | | | - Kristee Brown
- Department of Surgery, University of Michigan, Ann Arbor, Michigan
| | - Daniel Long
- Department of Molecular and Integrative Physiology, University of Michigan, Ann Arbor, Michigan
| | - Costas A Lyssiotis
- Department of Internal Medicine, Division of Gastroenterology, University of Michigan, Ann Arbor, Michigan
- Department of Molecular and Integrative Physiology, University of Michigan, Ann Arbor, Michigan
- Rogel Cancer Center, University of Michigan, Ann Arbor, Michigan
| | - Arvind Rao
- Department of Computational Medicine and Bioinformatics, University of Michigan, Ann Arbor, Michigan
- Rogel Cancer Center, University of Michigan, Ann Arbor, Michigan
- Department of Radiation Oncology, University of Michigan, Ann Arbor, Michigan
- Department of Biostatistics, University of Michigan, Ann Arbor, Michigan
| | - Yaqing Zhang
- Department of Surgery, University of Michigan, Ann Arbor, Michigan
| | - Marina Pasca di Magliano
- Department of Cell and Developmental Biology, University of Michigan, Ann Arbor, Michigan.
- Program in Cancer Biology, University of Michigan, Ann Arbor, Michigan
- Department of Surgery, University of Michigan, Ann Arbor, Michigan
- Rogel Cancer Center, University of Michigan, Ann Arbor, Michigan
| | - Howard C Crawford
- Department of Cell and Developmental Biology, University of Michigan, Ann Arbor, Michigan.
- Department of Molecular and Integrative Physiology, University of Michigan, Ann Arbor, Michigan
- Rogel Cancer Center, University of Michigan, Ann Arbor, Michigan
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16
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Jiménez JA, Apfelbaum AA, Hawkins AG, Svoboda LK, Kumar A, Ruiz RO, Garcia AX, Haarer E, Nwosu ZC, Bradin J, Purohit T, Chen D, Cierpicki T, Grembecka J, Lyssiotis CA, Lawlor ER. EWS-FLI1 and Menin Converge to Regulate ATF4 Activity in Ewing Sarcoma. Mol Cancer Res 2021; 19:1182-1195. [PMID: 33741715 PMCID: PMC8462528 DOI: 10.1158/1541-7786.mcr-20-0679] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [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: 08/05/2020] [Revised: 01/15/2021] [Accepted: 03/11/2021] [Indexed: 11/16/2022]
Abstract
Ewing sarcomas are driven by EWS-ETS fusions, most commonly EWS-FLI1, which promotes widespread metabolic reprogramming, including activation of serine biosynthesis. We previously reported that serine biosynthesis is also activated in Ewing sarcoma by the scaffolding protein menin through as yet undefined mechanisms. Here, we investigated whether EWS-FLI1 and/or menin orchestrate serine biosynthesis via modulation of ATF4, a stress-response gene that acts as a master transcriptional regulator of serine biosynthesis in other tumors. Our results show that in Ewing sarcoma, ATF4 levels are high and that ATF4 modulates transcription of core serine synthesis pathway (SSP) genes. Inhibition of either EWS-FLI1 or menin leads to loss of ATF4, and this is associated with diminished expression of SSP transcripts and proteins. We identified and validated an EWS-FLI1 binding site at the ATF4 promoter, indicating that the fusion can directly activate ATF4 transcription. In contrast, our results suggest that menin-dependent regulation of ATF4 is mediated by transcriptional and post-transcriptional mechanisms. Importantly, our data also reveal that the downregulation of SSP genes that occurs in the context of EWS-FLI1 or menin loss is indicative of broader inhibition of ATF4-dependent transcription. Moreover, we find that menin inhibition similarly leads to loss of ATF4 and the ATF4-dependent transcriptional signature in MLL-rearranged B-cell acute lymphoblastic leukemia, extending our findings to another cancer in which menin serves an oncogenic role. IMPLICATIONS: These studies provide new insights into metabolic reprogramming in Ewing sarcoma and also uncover a previously undescribed role for menin in the regulation of ATF4.
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Affiliation(s)
- Jennifer A Jiménez
- Department of Pediatrics, University of Michigan Medical School, Ann Arbor, Michigan
| | - April A Apfelbaum
- Department of Pediatrics, University of Michigan Medical School, Ann Arbor, Michigan
- Department of Pediatrics, University of Washington, Seattle, Washington
- Seattle Children's Research Institute, Seattle, Washington
| | - Allegra G Hawkins
- New York Genome Center, New York, New York
- Sandra and Edward Meyer Cancer Center, Weill Cornell Medicine, New York, New York
| | | | - Abhijay Kumar
- Department of Pediatrics, University of Michigan Medical School, Ann Arbor, Michigan
| | - Ramon Ocadiz Ruiz
- Department of Pediatrics, University of Michigan Medical School, Ann Arbor, Michigan
| | - Alessandra X Garcia
- Department of Pediatrics, University of Michigan Medical School, Ann Arbor, Michigan
| | - Elena Haarer
- Department of Pediatrics, University of Michigan Medical School, Ann Arbor, Michigan
| | - Zeribe C Nwosu
- Department of Molecular and Integrative Physiology, University of Michigan Medical School, Ann Arbor, Michigan
| | - Joshua Bradin
- Department of Pediatrics, University of Michigan Medical School, Ann Arbor, Michigan
| | - Trupta Purohit
- Department of Pathology, University of Michigan Medical School, Ann Arbor, Michigan
| | - Dong Chen
- Department of Pathology, University of Michigan Medical School, Ann Arbor, Michigan
| | - Tomasz Cierpicki
- Department of Pathology, University of Michigan Medical School, Ann Arbor, Michigan
| | - Jolanta Grembecka
- Department of Pathology, University of Michigan Medical School, Ann Arbor, Michigan
| | - Costas A Lyssiotis
- Department of Molecular and Integrative Physiology, University of Michigan Medical School, Ann Arbor, Michigan
- Department of Internal Medicine, University of Michigan Medical School, Ann Arbor, Michigan
| | - Elizabeth R Lawlor
- Department of Pediatrics, University of Michigan Medical School, Ann Arbor, Michigan.
- Department of Pediatrics, University of Washington, Seattle, Washington
- Seattle Children's Research Institute, Seattle, Washington
- Department of Pathology, University of Michigan Medical School, Ann Arbor, Michigan
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17
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Kemp SB, Steele NG, Carpenter ES, Donahue KL, Bushnell GG, Morris AH, The S, Orbach SM, Sirihorachai VR, Nwosu ZC, Espinoza C, Lima F, Brown K, Girgis AA, Gunchick V, Zhang Y, Lyssiotis CA, Frankel TL, Bednar F, Rao A, Sahai V, Shea LD, Crawford HC, Pasca di Magliano M. Pancreatic cancer is marked by complement-high blood monocytes and tumor-associated macrophages. Life Sci Alliance 2021; 4:e202000935. [PMID: 33782087 PMCID: PMC8091600 DOI: 10.26508/lsa.202000935] [Citation(s) in RCA: 57] [Impact Index Per Article: 19.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2020] [Revised: 03/12/2021] [Accepted: 03/12/2021] [Indexed: 12/15/2022] Open
Abstract
Pancreatic ductal adenocarcinoma (PDA) is accompanied by reprogramming of the local microenvironment, but changes at distal sites are poorly understood. We implanted biomaterial scaffolds, which act as an artificial premetastatic niche, into immunocompetent tumor-bearing and control mice, and identified a unique tumor-specific gene expression signature that includes high expression of C1qa, C1qb, Trem2, and Chil3 Single-cell RNA sequencing mapped these genes to two distinct macrophage populations in the scaffolds, one marked by elevated C1qa, C1qb, and Trem2, the other with high Chil3, Ly6c2 and Plac8 In mice, expression of these genes in the corresponding populations was elevated in tumor-associated macrophages compared with macrophages in the normal pancreas. We then analyzed single-cell RNA sequencing from patient samples, and determined expression of C1QA, C1QB, and TREM2 is elevated in human macrophages in primary tumors and liver metastases. Single-cell sequencing analysis of patient blood revealed a substantial enrichment of the same gene signature in monocytes. Taken together, our study identifies two distinct tumor-associated macrophage and monocyte populations that reflects systemic immune changes in pancreatic ductal adenocarcinoma patients.
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Affiliation(s)
- Samantha B Kemp
- Departments of Molecular and Cellular Pathology, University of Michigan, Ann Arbor, MI, USA
| | - Nina G Steele
- Cell and Developmental Biology, University of Michigan, Ann Arbor, MI, USA
| | - Eileen S Carpenter
- Internal Medicine, Division of Gastroenterology, University of Michigan, Ann Arbor, MI, USA
| | | | - Grace G Bushnell
- Biomedical Engineering, University of Michigan, Ann Arbor, MI, USA
| | - Aaron H Morris
- Biomedical Engineering, University of Michigan, Ann Arbor, MI, USA
| | - Stephanie The
- Computational Medicine and Bioinformatics, University of Michigan, Ann Arbor, MI, USA
| | - Sophia M Orbach
- Biomedical Engineering, University of Michigan, Ann Arbor, MI, USA
| | | | - Zeribe C Nwosu
- Molecular and Integrative Physiology, University of Michigan, Ann Arbor, MI, USA
| | | | - Fatima Lima
- Surgery, University of Michigan, Ann Arbor, MI, USA
| | | | | | - Valerie Gunchick
- Internal Medicine, Division of Hematology and Oncology, University of Michigan, Ann Arbor, MI, USA
| | - Yaqing Zhang
- Surgery, University of Michigan, Ann Arbor, MI, USA
| | - Costas A Lyssiotis
- Molecular and Integrative Physiology, University of Michigan, Ann Arbor, MI, USA
- Rogel Cancer Center, University of Michigan, Ann Arbor, MI, USA
| | - Timothy L Frankel
- Surgery, University of Michigan, Ann Arbor, MI, USA
- Rogel Cancer Center, University of Michigan, Ann Arbor, MI, USA
| | - Filip Bednar
- Surgery, University of Michigan, Ann Arbor, MI, USA
- Rogel Cancer Center, University of Michigan, Ann Arbor, MI, USA
| | - Arvind Rao
- Biomedical Engineering, University of Michigan, Ann Arbor, MI, USA
- Computational Medicine and Bioinformatics, University of Michigan, Ann Arbor, MI, USA
- Radiation Oncology, University of Michigan, Ann Arbor, MI, USA
- Biostatistics, University of Michigan, Ann Arbor, MI, USA
- Rogel Cancer Center, University of Michigan, Ann Arbor, MI, USA
| | - Vaibhav Sahai
- Internal Medicine, Division of Hematology and Oncology, University of Michigan, Ann Arbor, MI, USA
| | - Lonnie D Shea
- Biomedical Engineering, University of Michigan, Ann Arbor, MI, USA
| | - Howard C Crawford
- Cancer Biology, University of Michigan, Ann Arbor, MI, USA
- Molecular and Integrative Physiology, University of Michigan, Ann Arbor, MI, USA
- Rogel Cancer Center, University of Michigan, Ann Arbor, MI, USA
| | - Marina Pasca di Magliano
- Cell and Developmental Biology, University of Michigan, Ann Arbor, MI, USA
- Cancer Biology, University of Michigan, Ann Arbor, MI, USA
- Surgery, University of Michigan, Ann Arbor, MI, USA
- Rogel Cancer Center, University of Michigan, Ann Arbor, MI, USA
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18
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Steele NG, Biffi G, Kemp SB, Zhang Y, Drouillard D, Syu L, Hao Y, Oni TE, Brosnan E, Elyada E, Doshi A, Hansma C, Espinoza C, Abbas A, The S, Irizarry-Negron V, Halbrook CJ, Franks NE, Hoffman MT, Brown K, Carpenter ES, Nwosu ZC, Johnson C, Lima F, Anderson MA, Park Y, Crawford HC, Lyssiotis CA, Frankel TL, Rao A, Bednar F, Dlugosz AA, Preall JB, Tuveson DA, Allen BL, Pasca di Magliano M. Inhibition of Hedgehog Signaling Alters Fibroblast Composition in Pancreatic Cancer. Clin Cancer Res 2021; 27:2023-2037. [PMID: 33495315 PMCID: PMC8026631 DOI: 10.1158/1078-0432.ccr-20-3715] [Citation(s) in RCA: 125] [Impact Index Per Article: 41.7] [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: 09/21/2020] [Revised: 11/17/2020] [Accepted: 01/14/2021] [Indexed: 11/16/2022]
Abstract
PURPOSE Pancreatic ductal adenocarcinoma (PDAC) is a deadly disease characterized by an extensive fibroinflammatory stroma, which includes abundant cancer-associated fibroblast (CAF) populations. PDAC CAFs are heterogeneous, but the nature of this heterogeneity is incompletely understood. The Hedgehog pathway functions in PDAC in a paracrine manner, with ligands secreted by cancer cells signaling to stromal cells in the microenvironment. Previous reports investigating the role of Hedgehog signaling in PDAC have been contradictory, with Hedgehog signaling alternately proposed to promote or restrict tumor growth. In light of the newly discovered CAF heterogeneity, we investigated how Hedgehog pathway inhibition reprograms the PDAC microenvironment. EXPERIMENTAL DESIGN We used a combination of pharmacologic inhibition, gain- and loss-of-function genetic experiments, cytometry by time-of-flight, and single-cell RNA sequencing to study the roles of Hedgehog signaling in PDAC. RESULTS We found that Hedgehog signaling is uniquely activated in fibroblasts and differentially elevated in myofibroblastic CAFs (myCAF) compared with inflammatory CAFs (iCAF). Sonic Hedgehog overexpression promotes tumor growth, while Hedgehog pathway inhibition with the smoothened antagonist, LDE225, impairs tumor growth. Furthermore, Hedgehog pathway inhibition reduces myCAF numbers and increases iCAF numbers, which correlates with a decrease in cytotoxic T cells and an expansion in regulatory T cells, consistent with increased immunosuppression. CONCLUSIONS Hedgehog pathway inhibition alters fibroblast composition and immune infiltration in the pancreatic cancer microenvironment.
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Affiliation(s)
- Nina G Steele
- Department of Cell and Developmental Biology, University of Michigan, Ann Arbor, Michigan
| | - Giulia Biffi
- Cancer Research UK Cambridge Institute, University of Cambridge, Cambridge, England, United Kingdom
- Cold Spring Harbor Laboratory, Cold Spring Harbor, New York
- Lustgarten Foundation Pancreatic Cancer Research Laboratory, Cold Spring Harbor, New York
| | - Samantha B Kemp
- Molecular and Cellular Pathology Graduate Program, University of Michigan, Ann Arbor, Michigan
| | - Yaqing Zhang
- Department of Surgery, University of Michigan, Ann Arbor, Michigan
| | | | - LiJyun Syu
- Department of Dermatology, University of Michigan, Ann Arbor, Michigan
| | - Yuan Hao
- Cold Spring Harbor Laboratory, Cold Spring Harbor, New York
- Applied Bioinformatics Laboratories, NYU Grossman School of Medicine, New York, New York
| | - Tobiloba E Oni
- Cold Spring Harbor Laboratory, Cold Spring Harbor, New York
- Lustgarten Foundation Pancreatic Cancer Research Laboratory, Cold Spring Harbor, New York
| | - Erin Brosnan
- Cold Spring Harbor Laboratory, Cold Spring Harbor, New York
- Lustgarten Foundation Pancreatic Cancer Research Laboratory, Cold Spring Harbor, New York
| | - Ela Elyada
- Cold Spring Harbor Laboratory, Cold Spring Harbor, New York
- Lustgarten Foundation Pancreatic Cancer Research Laboratory, Cold Spring Harbor, New York
| | - Abhishek Doshi
- Cold Spring Harbor Laboratory, Cold Spring Harbor, New York
- Lustgarten Foundation Pancreatic Cancer Research Laboratory, Cold Spring Harbor, New York
| | - Christa Hansma
- Department of Cell and Developmental Biology, University of Michigan, Ann Arbor, Michigan
| | - Carlos Espinoza
- Department of Surgery, University of Michigan, Ann Arbor, Michigan
| | - Ahmed Abbas
- Department of Cell and Developmental Biology, University of Michigan, Ann Arbor, Michigan
| | - Stephanie The
- Department of Computational Medicine and Bioinformatics, University of Michigan, Ann Arbor, Michigan
| | | | - Christopher J Halbrook
- Department of Molecular and Integrative Physiology, University of Michigan, Ann Arbor, Michigan
| | - Nicole E Franks
- Department of Cell and Developmental Biology, University of Michigan, Ann Arbor, Michigan
| | - Megan T Hoffman
- Department of Molecular and Integrative Physiology, University of Michigan, Ann Arbor, Michigan
| | - Kristee Brown
- Department of Surgery, University of Michigan, Ann Arbor, Michigan
| | - Eileen S Carpenter
- Division of Gastroenterology, Department of Internal Medicine, University of Michigan, Ann Arbor, Michigan
| | - Zeribe C Nwosu
- Department of Molecular and Integrative Physiology, University of Michigan, Ann Arbor, Michigan
| | - Craig Johnson
- Department of Cell and Developmental Biology, University of Michigan, Ann Arbor, Michigan
| | - Fatima Lima
- Department of Surgery, University of Michigan, Ann Arbor, Michigan
| | - Michelle A Anderson
- Division of Gastroenterology, Department of Internal Medicine, University of Michigan, Ann Arbor, Michigan
| | - Youngkyu Park
- Cold Spring Harbor Laboratory, Cold Spring Harbor, New York
- Lustgarten Foundation Pancreatic Cancer Research Laboratory, Cold Spring Harbor, New York
| | - Howard C Crawford
- Molecular and Cellular Pathology Graduate Program, University of Michigan, Ann Arbor, Michigan
- Department of Molecular and Integrative Physiology, University of Michigan, Ann Arbor, Michigan
- Rogel Cancer Center, University of Michigan, Ann Arbor, Michigan
| | - Costas A Lyssiotis
- Molecular and Cellular Pathology Graduate Program, University of Michigan, Ann Arbor, Michigan
- Department of Molecular and Integrative Physiology, University of Michigan, Ann Arbor, Michigan
- Rogel Cancer Center, University of Michigan, Ann Arbor, Michigan
| | | | - Arvind Rao
- Department of Computational Medicine and Bioinformatics, University of Michigan, Ann Arbor, Michigan
- Department of Molecular and Integrative Physiology, University of Michigan, Ann Arbor, Michigan
- Michigan Institute of Data Science (MIDAS), University of Michigan, Ann Arbor, Michigan
- Department of Radiation Oncology, University of Michigan, Ann Arbor, Michigan
| | - Filip Bednar
- Department of Surgery, University of Michigan, Ann Arbor, Michigan
| | - Andrzej A Dlugosz
- Department of Dermatology, University of Michigan, Ann Arbor, Michigan
- Rogel Cancer Center, University of Michigan, Ann Arbor, Michigan
| | | | - David A Tuveson
- Cold Spring Harbor Laboratory, Cold Spring Harbor, New York.
- Lustgarten Foundation Pancreatic Cancer Research Laboratory, Cold Spring Harbor, New York
| | - Benjamin L Allen
- Department of Cell and Developmental Biology, University of Michigan, Ann Arbor, Michigan.
- Rogel Cancer Center, University of Michigan, Ann Arbor, Michigan
| | - Marina Pasca di Magliano
- Department of Cell and Developmental Biology, University of Michigan, Ann Arbor, Michigan.
- Molecular and Cellular Pathology Graduate Program, University of Michigan, Ann Arbor, Michigan
- Department of Surgery, University of Michigan, Ann Arbor, Michigan
- Rogel Cancer Center, University of Michigan, Ann Arbor, Michigan
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19
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Zhang Y, Donahue KL, Yan W, Nwosu ZC, Brown KL, Yang S, Crawford HC, Lyssiotis CA, Frankel TL, Bednar F, Pasca di Magliano M. Abstract PO-063: Regulatory T cells regulate fibroblast differentiation during pancreatic carcinogenesis. Cancer Res 2020. [DOI: 10.1158/1538-7445.panca20-po-063] [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 ductal adenocarcinoma (PDA) is characterized by an extensive fibrotic stroma, which includes vascular elements, infiltrating immune cells, extracellular matrix and a large number of fibroblasts. The tumor microenvironment as a whole has been believed to be immunosuppressive. However, how different cell populations within the stroma contribute to the establishment of the immunosuppression is not fully understood. We sought to investigate the crosstalk between cancer cells, fibroblasts and immune cells within pancreatic cancer with the goal to identify novel targets for PDA treatment. Targeting regulatory T cell (Treg), which acts to suppress immune responses, is considered as one potential approach to relieve the immunosuppression of pancreatic cancer. However, we previously showed that Treg depletion in a genetically engineered mouse model of pancreatic cancer (KC;Foxp3DTR) failed to relieve immunosuppression and led to accelerated tumor progression. We discovered that Treg depletion reprogramed the fibroblast population, with loss of tumor-restraining, smooth muscle actin-expressing fibroblasts. Conversely, Treg depletion resulted in differentiation of inflammatory fibroblast subsets with an increase in chemokines Ccl3, Ccl6, and Ccl8. To fully understand the contribution of Tregs to pancreatic carcinogenesis, we performed single-cell RNA-sequencing (scRNA-seq) with Pancreatic intraepithelial neoplasia (PanIN) from KC mouse and Treg depleted PanIN lesions from KC;Foxp3DTR mouse. scRNA-seq allows us to address cell type identification and heterogeneity of cell responses by unsupervised clustering, which uncovered dramatic differences in several stromal cell populations including fibroblast, CD4 T cell and macrophage subsets between the KC and KC;Foxp3DTR pancreata. We have expanded list of genes that are regulated in tumor associated fibroblasts upon Treg depletion through scRNA-seq. For example, Il33 was one of down-regulated genes in fibroblasts upon Treg depletion. We also obtained potential ligands/receptors interactions between tumor cells, fibroblasts and immune cells through interactome analysis. Our data describe an unexpected crosstalk between Tregs and fibroblasts and point to new mechanisms regulating fibroblast differentiation in pancreatic cancer.
Citation Format: Yaqing Zhang, Katelyn L. Donahue, Wei Yan, Zeribe C. Nwosu, Kristee L. Brown, Sion Yang, Howard C. Crawford, Costas A. Lyssiotis, Timothy L. Frankel, Filip Bednar, Marina Pasca di Magliano. Regulatory T cells regulate fibroblast differentiation during pancreatic carcinogenesis [abstract]. In: Proceedings of the AACR Virtual Special Conference on Pancreatic Cancer; 2020 Sep 29-30. Philadelphia (PA): AACR; Cancer Res 2020;80(22 Suppl):Abstract nr PO-063.
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Affiliation(s)
| | | | - Wei Yan
- University of Michigan, Ann Arbor, MI, USA
| | | | | | - Sion Yang
- University of Michigan, Ann Arbor, MI, USA
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20
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Zhang Y, Lazarus J, Steele NG, Yan W, Lee HJ, Nwosu ZC, Halbrook CJ, Menjivar RE, Kemp SB, Sirihorachai VR, Velez-Delgado A, Donahue K, Carpenter ES, Brown KL, Irizarry-Negron V, Nevison AC, Vinta A, Anderson MA, Crawford HC, Lyssiotis CA, Frankel TL, Bednar F, Pasca di Magliano M. Regulatory T-cell Depletion Alters the Tumor Microenvironment and Accelerates Pancreatic Carcinogenesis. Cancer Discov 2020; 10:422-439. [PMID: 31911451 PMCID: PMC7224338 DOI: 10.1158/2159-8290.cd-19-0958] [Citation(s) in RCA: 182] [Impact Index Per Article: 45.5] [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: 08/19/2019] [Revised: 11/14/2019] [Accepted: 01/02/2020] [Indexed: 02/06/2023]
Abstract
Regulatory T cells (Treg) are abundant in human and mouse pancreatic cancer. To understand the contribution to the immunosuppressive microenvironment, we depleted Tregs in a mouse model of pancreatic cancer. Contrary to our expectations, Treg depletion failed to relieve immunosuppression and led to accelerated tumor progression. We show that Tregs are a key source of TGFβ ligands and, accordingly, their depletion reprogramed the fibroblast population, with loss of tumor-restraining, smooth muscle actin-expressing fibroblasts. Conversely, we observed an increase in chemokines Ccl3, Ccl6, and Ccl8 leading to increased myeloid cell recruitment, restoration of immune suppression, and promotion of carcinogenesis, an effect that was inhibited by blockade of the common CCL3/6/8 receptor CCR1. Further, Treg depletion unleashed pathologic CD4+ T-cell responses. Our data point to new mechanisms regulating fibroblast differentiation in pancreatic cancer and support the notion that fibroblasts are a heterogeneous population with different and opposing functions in pancreatic carcinogenesis. SIGNIFICANCE: Here, we describe an unexpected cross-talk between Tregs and fibroblasts in pancreatic cancer. Treg depletion resulted in differentiation of inflammatory fibroblast subsets, in turn driving infiltration of myeloid cells through CCR1, thus uncovering a potentially new therapeutic approach to relieve immunosuppression in pancreatic cancer.See related commentary by Aykut et al., p. 345.This article is highlighted in the In This Issue feature, p. 327.
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Affiliation(s)
- Yaqing Zhang
- Department of Surgery, University of Michigan, Ann Arbor, Michigan.
- Rogel Cancer Center, University of Michigan, Ann Arbor, Michigan
| | - Jenny Lazarus
- Department of Surgery, University of Michigan, Ann Arbor, Michigan
| | - Nina G Steele
- Department of Cell and Developmental Biology, University of Michigan, Ann Arbor, Michigan
| | - Wei Yan
- Department of Surgery, University of Michigan, Ann Arbor, Michigan
| | - Ho-Joon Lee
- Department of Molecular and Integrative Physiology, University of Michigan, Ann Arbor, Michigan
| | - Zeribe C Nwosu
- Department of Molecular and Integrative Physiology, University of Michigan, Ann Arbor, Michigan
| | - Christopher J Halbrook
- Department of Molecular and Integrative Physiology, University of Michigan, Ann Arbor, Michigan
| | - Rosa E Menjivar
- Program in Cellular and Molecular Biology, University of Michigan, Ann Arbor, Michigan
| | - Samantha B Kemp
- Molecular and Cellular Pathology Graduate Program, University of Michigan, Ann Arbor, Michigan
| | | | - Ashley Velez-Delgado
- Department of Cell and Developmental Biology, University of Michigan, Ann Arbor, Michigan
| | - Katelyn Donahue
- Cancer Biology Program, University of Michigan, Ann Arbor, Michigan
| | - Eileen S Carpenter
- Department of Internal Medicine, Division of Gastroenterology, University of Michigan, Ann Arbor, Michigan
| | - Kristee L Brown
- Department of Surgery, University of Michigan, Ann Arbor, Michigan
| | | | - Anna C Nevison
- Department of Surgery, University of Michigan, Ann Arbor, Michigan
| | - Alekya Vinta
- College of Literature, Science, and the Arts, University of Michigan, Ann Arbor, Michigan
| | - Michelle A Anderson
- Department of Internal Medicine, Division of Gastroenterology, University of Michigan, Ann Arbor, Michigan
| | - Howard C Crawford
- Rogel Cancer Center, University of Michigan, Ann Arbor, Michigan
- Department of Molecular and Integrative Physiology, University of Michigan, Ann Arbor, Michigan
- Department of Internal Medicine, Division of Gastroenterology, University of Michigan, Ann Arbor, Michigan
| | - Costas A Lyssiotis
- Rogel Cancer Center, University of Michigan, Ann Arbor, Michigan
- Department of Molecular and Integrative Physiology, University of Michigan, Ann Arbor, Michigan
- Department of Internal Medicine, Division of Gastroenterology, University of Michigan, Ann Arbor, Michigan
| | | | - Filip Bednar
- Department of Surgery, University of Michigan, Ann Arbor, Michigan.
| | - Marina Pasca di Magliano
- Department of Surgery, University of Michigan, Ann Arbor, Michigan.
- Rogel Cancer Center, University of Michigan, Ann Arbor, Michigan
- Department of Cell and Developmental Biology, University of Michigan, Ann Arbor, Michigan
- Program in Cellular and Molecular Biology, University of Michigan, Ann Arbor, Michigan
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21
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Nelson BS, Lin L, Kremer DM, Sousa CM, Cotta-Ramusino C, Myers A, Ramos J, Gao T, Kovalenko I, Wilder-Romans K, Dresser J, Davis M, Lee HJ, Nwosu ZC, Campit S, Mashadova O, Nicolay BN, Tolstyka ZP, Halbrook CJ, Chandrasekaran S, Asara JM, Crawford HC, Cantley LC, Kimmelman AC, Wahl DR, Lyssiotis CA. Tissue of origin dictates GOT1 dependence and confers synthetic lethality to radiotherapy. Cancer Metab 2020; 8:1. [PMID: 31908776 PMCID: PMC6941320 DOI: 10.1186/s40170-019-0202-2] [Citation(s) in RCA: 23] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2019] [Accepted: 11/20/2019] [Indexed: 12/20/2022] Open
Abstract
BACKGROUND Metabolic programs in cancer cells are influenced by genotype and the tissue of origin. We have previously shown that central carbon metabolism is rewired in pancreatic ductal adenocarcinoma (PDA) to support proliferation through a glutamate oxaloacetate transaminase 1 (GOT1)-dependent pathway. METHODS We utilized a doxycycline-inducible shRNA-mediated strategy to knockdown GOT1 in PDA and colorectal cancer (CRC) cell lines and tumor models of similar genotype. These cells were analyzed for the ability to form colonies and tumors to test if tissue type impacted GOT1 dependence. Additionally, the ability of GOT1 to impact the response to chemo- and radiotherapy was assessed. Mechanistically, the associated specimens were examined using a combination of steady-state and stable isotope tracing metabolomics strategies and computational modeling. Statistics were calculated using GraphPad Prism 7. One-way ANOVA was performed for experiments comparing multiple groups with one changing variable. Student's t test (unpaired, two-tailed) was performed when comparing two groups to each other. Metabolomics data comparing three PDA and three CRC cell lines were analyzed by performing Student's t test (unpaired, two-tailed) between all PDA metabolites and CRC metabolites. RESULTS While PDA exhibits profound growth inhibition upon GOT1 knockdown, we found CRC to be insensitive. In PDA, but not CRC, GOT1 inhibition disrupted glycolysis, nucleotide metabolism, and redox homeostasis. These insights were leveraged in PDA, where we demonstrate that radiotherapy potently enhanced the effect of GOT1 inhibition on tumor growth. CONCLUSIONS Taken together, these results illustrate the role of tissue type in dictating metabolic dependencies and provide new insights for targeting metabolism to treat PDA.
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Affiliation(s)
- Barbara S. Nelson
- Department of Molecular and Integrative Physiology, University of Michigan Medical School, Ann Arbor, MI 48109 USA
- Division of Genomic Stability and DNA Repair, Department of Radiation Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA 02215 USA
- Experimental Therapeutics Core and Belfer Center for Applied Cancer Science, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA 02215 USA
- Department of Radiation Oncology, University of Michigan Medical School, Ann Arbor, MI 48109 USA
- Department of Biomedical Engineering, University of Michigan Medical School, Ann Arbor, MI 48109 USA
- Meyer Cancer Center, Weill Cornell Medicine, New York City, NY 10065 USA
- Agios Pharmaceuticals, Inc., Cambridge, MA 02139 USA
- Beth Israel Deaconess Medical Center and Harvard Medical School, Boston, MA 02115 USA
- Center for Computational Medicine and Bioinformatics, University of Michigan Medical School, Ann Arbor, MI 48109 USA
- Rogel Cancer Center, University of Michigan Medical School, Ann Arbor, MI 48109 USA
- Department of Internal Medicine, Division of Gastroenterology and Hepatology, University of Michigan Medical School, Ann Arbor, MI 48109 USA
- Department of Radiation Oncology, Perlmutter Cancer Center, NYU Langone Medical Center, New York, NY 10016 USA
| | - Lin Lin
- Department of Molecular and Integrative Physiology, University of Michigan Medical School, Ann Arbor, MI 48109 USA
- Division of Genomic Stability and DNA Repair, Department of Radiation Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA 02215 USA
- Experimental Therapeutics Core and Belfer Center for Applied Cancer Science, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA 02215 USA
- Department of Radiation Oncology, University of Michigan Medical School, Ann Arbor, MI 48109 USA
- Department of Biomedical Engineering, University of Michigan Medical School, Ann Arbor, MI 48109 USA
- Meyer Cancer Center, Weill Cornell Medicine, New York City, NY 10065 USA
- Agios Pharmaceuticals, Inc., Cambridge, MA 02139 USA
- Beth Israel Deaconess Medical Center and Harvard Medical School, Boston, MA 02115 USA
- Center for Computational Medicine and Bioinformatics, University of Michigan Medical School, Ann Arbor, MI 48109 USA
- Rogel Cancer Center, University of Michigan Medical School, Ann Arbor, MI 48109 USA
- Department of Internal Medicine, Division of Gastroenterology and Hepatology, University of Michigan Medical School, Ann Arbor, MI 48109 USA
- Department of Radiation Oncology, Perlmutter Cancer Center, NYU Langone Medical Center, New York, NY 10016 USA
| | - Daniel M. Kremer
- Department of Molecular and Integrative Physiology, University of Michigan Medical School, Ann Arbor, MI 48109 USA
| | - Cristovão M. Sousa
- Division of Genomic Stability and DNA Repair, Department of Radiation Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA 02215 USA
- Agios Pharmaceuticals, Inc., Cambridge, MA 02139 USA
| | - Cecilia Cotta-Ramusino
- Experimental Therapeutics Core and Belfer Center for Applied Cancer Science, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA 02215 USA
| | - Amy Myers
- Department of Molecular and Integrative Physiology, University of Michigan Medical School, Ann Arbor, MI 48109 USA
| | - Johanna Ramos
- Department of Molecular and Integrative Physiology, University of Michigan Medical School, Ann Arbor, MI 48109 USA
| | - Tina Gao
- Department of Molecular and Integrative Physiology, University of Michigan Medical School, Ann Arbor, MI 48109 USA
| | - Ilya Kovalenko
- Department of Molecular and Integrative Physiology, University of Michigan Medical School, Ann Arbor, MI 48109 USA
| | - Kari Wilder-Romans
- Department of Radiation Oncology, University of Michigan Medical School, Ann Arbor, MI 48109 USA
| | - Joseph Dresser
- Department of Radiation Oncology, University of Michigan Medical School, Ann Arbor, MI 48109 USA
| | - Mary Davis
- Department of Radiation Oncology, University of Michigan Medical School, Ann Arbor, MI 48109 USA
| | - Ho-Joon Lee
- Department of Molecular and Integrative Physiology, University of Michigan Medical School, Ann Arbor, MI 48109 USA
| | - Zeribe C. Nwosu
- Department of Molecular and Integrative Physiology, University of Michigan Medical School, Ann Arbor, MI 48109 USA
| | - Scott Campit
- Department of Biomedical Engineering, University of Michigan Medical School, Ann Arbor, MI 48109 USA
| | - Oksana Mashadova
- Meyer Cancer Center, Weill Cornell Medicine, New York City, NY 10065 USA
| | | | - Zachary P. Tolstyka
- Department of Molecular and Integrative Physiology, University of Michigan Medical School, Ann Arbor, MI 48109 USA
| | - Christopher J. Halbrook
- Department of Molecular and Integrative Physiology, University of Michigan Medical School, Ann Arbor, MI 48109 USA
| | - Sriram Chandrasekaran
- Department of Biomedical Engineering, University of Michigan Medical School, Ann Arbor, MI 48109 USA
- Center for Computational Medicine and Bioinformatics, University of Michigan Medical School, Ann Arbor, MI 48109 USA
- Rogel Cancer Center, University of Michigan Medical School, Ann Arbor, MI 48109 USA
| | - John M. Asara
- Beth Israel Deaconess Medical Center and Harvard Medical School, Boston, MA 02115 USA
| | - Howard C. Crawford
- Department of Molecular and Integrative Physiology, University of Michigan Medical School, Ann Arbor, MI 48109 USA
- Rogel Cancer Center, University of Michigan Medical School, Ann Arbor, MI 48109 USA
- Department of Internal Medicine, Division of Gastroenterology and Hepatology, University of Michigan Medical School, Ann Arbor, MI 48109 USA
| | - Lewis C. Cantley
- Meyer Cancer Center, Weill Cornell Medicine, New York City, NY 10065 USA
| | - Alec C. Kimmelman
- Division of Genomic Stability and DNA Repair, Department of Radiation Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA 02215 USA
- Department of Radiation Oncology, Perlmutter Cancer Center, NYU Langone Medical Center, New York, NY 10016 USA
| | - Daniel R. Wahl
- Department of Radiation Oncology, University of Michigan Medical School, Ann Arbor, MI 48109 USA
- Rogel Cancer Center, University of Michigan Medical School, Ann Arbor, MI 48109 USA
| | - Costas A. Lyssiotis
- Department of Molecular and Integrative Physiology, University of Michigan Medical School, Ann Arbor, MI 48109 USA
- Rogel Cancer Center, University of Michigan Medical School, Ann Arbor, MI 48109 USA
- Department of Internal Medicine, Division of Gastroenterology and Hepatology, University of Michigan Medical School, Ann Arbor, MI 48109 USA
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22
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Nwosu ZC, Ward MH, Sajjakulnukit P, Zhang L, Magliano MPD, Lyssiotis CA. Abstract C36: A roadmap for targeting cysteine dependency in a subset of pancreatic cancer. Cancer Res 2019. [DOI: 10.1158/1538-7445.panca19-c36] [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
Cysteine is a crucial amino acid for glutathione biosynthesis, which is necessary for the maintenance of cellular antioxidant defense. Recent studies have shown that cysteine deprivation induces ferroptotic cell death in cancer cells, indicating an exploitable metabolic vulnerability for cancer therapy. However, the molecular variables that underpin cysteine dependency or can be selectively targeted to mimic cysteine deprivation are largely unknown. Here, we have studied cysteine dependency using over 20 pancreatic cancer cells (~35% of which are patient-derived), by measuring cell viability upon cystine withdrawal. In addition, we measured metabolite signatures by mass spectrometry, assessed genomic profile by bioinformatic analysis and qPCR, and also analyzed protein-level expression of cystine-glutamate antiporter SLC7A11 (xCT)—a known transporter for cystine uptake. We found that pancreatic cancer cells cluster at least into three groups, namely, cysteine-independent, moderately dependent, and highly dependent cells. The highly dependent group consistently showed low intracellular cysteine, methionine, and glutamine and a high level of intermediary metabolites of glycolytic pathway. This is accompanied by a downregulation of genes involved in apoptosis, lysosomal function, and the upregulation of cell cycle gene network as revealed by altered pathway enrichment. Further, while the cysteine-independent cells express high gene and protein levels of SLC7A11, which was further upregulated upon cysteine deprivation, the highly dependent cells expressed a very low level of SLC7A11 regardless of cysteine availability. Importantly, by analyzing the cysteine-dependent cell lines, we identified several metabolic genes that are upregulated in human pancreatic cancer and predict patient overall survival (e.g., HIF1A, LDHA, SLC16A1). In conclusion, we have uncovered differential cysteine dependency and the accompanying hallmarks in pancreatic cancer cells, thus providing impetus for targeting cysteine metabolism in a specific subset of pancreatic cancer.
Citation Format: Zeribe C. Nwosu, Matthew H. Ward, Peter Sajjakulnukit, Li Zhang, Marina Pasca di Magliano, Costas A. Lyssiotis. A roadmap for targeting cysteine dependency in a subset of 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 C36.
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Affiliation(s)
| | | | | | - Li Zhang
- Rogel Cancer Center, University of Michigan, Ann Arbor, MI
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23
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Nwosu ZC, Battello N, Rothley M, Piorońska W, Sitek B, Ebert MP, Hofmann U, Sleeman J, Wölfl S, Meyer C, Megger DA, Dooley S. Correction to: Liver cancer cell lines distinctly mimic the metabolic gene expression pattern of the corresponding human tumours. J Exp Clin Cancer Res 2018; 37:267. [PMID: 30388963 PMCID: PMC6215359 DOI: 10.1186/s13046-018-0939-4] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 09/03/2018] [Accepted: 09/03/2018] [Indexed: 11/30/2022]
Affiliation(s)
- Zeribe C Nwosu
- Department of Medicine II, Molecular Hepatology Section, Medical Faculty Mannheim, Heidelberg University, Theodor-Kutzer-Ufer 1-3 (H42, Floor 4), 68167, Mannheim, Germany.,Molecular Hepatology Section, Medical Faculty Mannheim, Heidelberg University, Theodor-Kutzer-Ufer 1-3 (H42, Floor 4), 68167, Mannheim, Germany
| | - Nadia Battello
- Luxembourg Science Center, 50 rue Emile Mark, L-4620, Differdange, Luxembourg
| | - Melanie Rothley
- Institut für Toxikologie und Genetik, Campus Nord, Karlsruhe Institute for Technology (KIT), Postfach 3640, 76021, Karlsruhe, Germany.,Medical Faculty Mannheim, CBTM TRIDOMUS-Gebäude Haus C, University of Heidelberg, 68167, Mannheim, Germany
| | - Weronika Piorońska
- Department of Medicine II, Molecular Hepatology Section, Medical Faculty Mannheim, Heidelberg University, Theodor-Kutzer-Ufer 1-3 (H42, Floor 4), 68167, Mannheim, Germany.,Molecular Hepatology Section, Medical Faculty Mannheim, Heidelberg University, Theodor-Kutzer-Ufer 1-3 (H42, Floor 4), 68167, Mannheim, Germany
| | - Barbara Sitek
- Medizinisches Proteom-Center, Department of Clinical Proteomics, Ruhr-Universität Bochum, Bochum, Germany
| | - Matthias P Ebert
- Department of Medicine II, Molecular Hepatology Section, Medical Faculty Mannheim, Heidelberg University, Theodor-Kutzer-Ufer 1-3 (H42, Floor 4), 68167, Mannheim, Germany
| | - Ute Hofmann
- Dr. Margarete Fischer-Bosch Institute of Clinical Pharmacology and University of Tübingen, 70376, Stuttgart, Germany
| | - Jonathan Sleeman
- Institut für Toxikologie und Genetik, Campus Nord, Karlsruhe Institute for Technology (KIT), Postfach 3640, 76021, Karlsruhe, Germany.,Medical Faculty Mannheim, CBTM TRIDOMUS-Gebäude Haus C, University of Heidelberg, 68167, Mannheim, Germany
| | - Stefan Wölfl
- Institute of Pharmacy and Molecular Biotechnology, Im Neuenheimer Feld 364, University of Heidelberg, 69120, Heidelberg, Germany
| | - Christoph Meyer
- Department of Medicine II, Molecular Hepatology Section, Medical Faculty Mannheim, Heidelberg University, Theodor-Kutzer-Ufer 1-3 (H42, Floor 4), 68167, Mannheim, Germany.,Molecular Hepatology Section, Medical Faculty Mannheim, Heidelberg University, Theodor-Kutzer-Ufer 1-3 (H42, Floor 4), 68167, Mannheim, Germany
| | - Dominik A Megger
- Institut für Toxikologie und Genetik, Campus Nord, Karlsruhe Institute for Technology (KIT), Postfach 3640, 76021, Karlsruhe, Germany.,Institute of Virology, University Hospital, University Duisburg-Essen, Essen, Germany
| | - Steven Dooley
- Department of Medicine II, Molecular Hepatology Section, Medical Faculty Mannheim, Heidelberg University, Theodor-Kutzer-Ufer 1-3 (H42, Floor 4), 68167, Mannheim, Germany. .,Molecular Hepatology Section, Medical Faculty Mannheim, Heidelberg University, Theodor-Kutzer-Ufer 1-3 (H42, Floor 4), 68167, Mannheim, Germany.
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24
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Nwosu ZC, Battello N, Rothley M, Piorońska W, Sitek B, Ebert MP, Hofmann U, Sleeman J, Wölfl S, Meyer C, Megger DA, Dooley S. Liver cancer cell lines distinctly mimic the metabolic gene expression pattern of the corresponding human tumours. J Exp Clin Cancer Res 2018; 37:211. [PMID: 30176945 PMCID: PMC6122702 DOI: 10.1186/s13046-018-0872-6] [Citation(s) in RCA: 87] [Impact Index Per Article: 14.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/22/2018] [Accepted: 07/31/2018] [Indexed: 02/06/2023]
Abstract
Background Although metabolism is profoundly altered in human liver cancer, the extent to which experimental models, e.g. cell lines, mimic those alterations is unresolved. Here, we aimed to determine the resemblance of hepatocellular carcinoma (HCC) cell lines to human liver tumours, specifically in the expression of deregulated metabolic targets in clinical tissue samples. Methods We compared the overall gene expression profile of poorly-differentiated (HLE, HLF, SNU-449) to well-differentiated (HUH7, HEPG2, HEP3B) HCC cell lines in three publicly available microarray datasets. Three thousand and eighty-five differentially expressed genes in ≥2 datasets (P < 0.05) were used for pathway enrichment and gene ontology (GO) analyses. Further, we compared the topmost gene expression, pathways, and GO from poorly differentiated cell lines to the pattern from four human HCC datasets (623 tumour tissues). In well- versus poorly differentiated cell lines, and in representative models HLE and HUH7 cells, we specifically assessed the expression pattern of 634 consistently deregulated metabolic genes in human HCC. These data were complemented by quantitative PCR, proteomics, metabolomics and assessment of response to thirteen metabolism-targeting compounds in HLE versus HUH7 cells. Results We found that poorly-differentiated HCC cells display upregulated MAPK/RAS/NFkB signaling, focal adhesion, and downregulated complement/coagulation cascade, PPAR-signaling, among pathway alterations seen in clinical tumour datasets. In HLE cells, 148 downregulated metabolic genes in liver tumours also showed low gene/protein expression – notably in fatty acid β-oxidation (e.g. ACAA1/2, ACADSB, HADH), urea cycle (e.g. CPS1, ARG1, ASL), molecule transport (e.g. SLC2A2, SLC7A1, SLC25A15/20), and amino acid metabolism (e.g. PHGDH, PSAT1, GOT1, GLUD1). In contrast, HUH7 cells showed a higher expression of 98 metabolic targets upregulated in tumours (e.g. HK2, PKM, PSPH, GLUL, ASNS, and fatty acid synthesis enzymes ACLY, FASN). Metabolomics revealed that the genomic portrait of HLE cells co-exist with profound reliance on glutamine to fuel tricarboxylic acid cycle, whereas HUH7 cells use both glucose and glutamine. Targeting glutamine pathway selectively suppressed the proliferation of HLE cells. Conclusions We report a yet unappreciated distinct expression pattern of clinically-relevant metabolic genes in HCC cell lines, which could enable the identification and therapeutic targeting of metabolic vulnerabilities at various liver cancer stages. Electronic supplementary material The online version of this article (10.1186/s13046-018-0872-6) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Zeribe C Nwosu
- Department of Medicine II, Molecular Hepatology Section, Medical Faculty Mannheim, Heidelberg University, Theodor-Kutzer-Ufer 1-3 (H42, Floor 4), 68167, Mannheim, Germany.,Molecular Hepatology Section, Medical Faculty Mannheim, Heidelberg University, Theodor-Kutzer-Ufer 1-3 (H42, Floor 4), 68167, Mannheim, Germany
| | - Nadia Battello
- Luxembourg Science Center, 50 rue Emile Mark, L-4620, Differdange, Luxembourg
| | - Melanie Rothley
- Institut für Toxikologie und Genetik, Campus Nord, Karlsruhe Institute for Technology (KIT), Postfach 3640, 76021, Karlsruhe, Germany.,Medical Faculty Mannheim, CBTM TRIDOMUS-Gebäude Haus C, University of Heidelberg, 68167, Mannheim, Germany
| | - Weronika Piorońska
- Department of Medicine II, Molecular Hepatology Section, Medical Faculty Mannheim, Heidelberg University, Theodor-Kutzer-Ufer 1-3 (H42, Floor 4), 68167, Mannheim, Germany.,Molecular Hepatology Section, Medical Faculty Mannheim, Heidelberg University, Theodor-Kutzer-Ufer 1-3 (H42, Floor 4), 68167, Mannheim, Germany
| | - Barbara Sitek
- Medizinisches Proteom-Center, Department of Clinical Proteomics, Ruhr-Universität Bochum, Bochum, Germany
| | - Matthias P Ebert
- Department of Medicine II, Molecular Hepatology Section, Medical Faculty Mannheim, Heidelberg University, Theodor-Kutzer-Ufer 1-3 (H42, Floor 4), 68167, Mannheim, Germany
| | - Ute Hofmann
- Dr. Margarete Fischer-Bosch Institute of Clinical Pharmacology and University of Tübingen, 70376, Stuttgart, Germany
| | - Jonathan Sleeman
- Institut für Toxikologie und Genetik, Campus Nord, Karlsruhe Institute for Technology (KIT), Postfach 3640, 76021, Karlsruhe, Germany.,Medical Faculty Mannheim, CBTM TRIDOMUS-Gebäude Haus C, University of Heidelberg, 68167, Mannheim, Germany
| | - Stefan Wölfl
- Institute of Pharmacy and Molecular Biotechnology, Im Neuenheimer Feld 364, University of Heidelberg, 69120, Heidelberg, Germany
| | - Christoph Meyer
- Department of Medicine II, Molecular Hepatology Section, Medical Faculty Mannheim, Heidelberg University, Theodor-Kutzer-Ufer 1-3 (H42, Floor 4), 68167, Mannheim, Germany.,Molecular Hepatology Section, Medical Faculty Mannheim, Heidelberg University, Theodor-Kutzer-Ufer 1-3 (H42, Floor 4), 68167, Mannheim, Germany
| | - Dominik A Megger
- Institut für Toxikologie und Genetik, Campus Nord, Karlsruhe Institute for Technology (KIT), Postfach 3640, 76021, Karlsruhe, Germany.,Institute of Virology, University Hospital, University Duisburg-Essen, Essen, Germany
| | - Steven Dooley
- Department of Medicine II, Molecular Hepatology Section, Medical Faculty Mannheim, Heidelberg University, Theodor-Kutzer-Ufer 1-3 (H42, Floor 4), 68167, Mannheim, Germany. .,Molecular Hepatology Section, Medical Faculty Mannheim, Heidelberg University, Theodor-Kutzer-Ufer 1-3 (H42, Floor 4), 68167, Mannheim, Germany.
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25
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Abstract
Metabolic processes within cells are dynamically interconnected. If mitochondria become defective, cells must rewire their metabolism to survive. Here we highlight recent work by Gaude et al. that used a tunable model of mitochondrial dysfunction combined with metabolic tracing and in silico analyses to define these compensatory pathways.
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Affiliation(s)
- Christopher J Halbrook
- Department of Molecular and Integrative Physiology, University of Michigan, Ann Arbor, MI, USA
| | - Zeribe C Nwosu
- Department of Molecular and Integrative Physiology, University of Michigan, Ann Arbor, MI, USA
| | - Costas A Lyssiotis
- Department of Molecular and Integrative Physiology, University of Michigan, Ann Arbor, MI, USA; Comprehensive Cancer Center, University of Michigan, Ann Arbor, MI, USA; Department of Internal Medicine, Division of Gastroenterology, University of Michigan, Ann Arbor, MI, USA; http://lyssiotislab.com.
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26
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Addante A, Roncero C, Almalé L, Lazcanoiturburu N, García-Álvaro M, Fernández M, Sanz J, Hammad S, Nwosu ZC, Lee SJ, Fabregat I, Dooley S, ten Dijke P, Herrera B, Sánchez A. Bone morphogenetic protein 9 as a key regulator of liver progenitor cells in DDC-induced cholestatic liver injury. Liver Int 2018; 38:1664-1675. [PMID: 29751359 PMCID: PMC6693351 DOI: 10.1111/liv.13879] [Citation(s) in RCA: 25] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/02/2018] [Accepted: 04/26/2018] [Indexed: 12/14/2022]
Abstract
BACKGROUND & AIMS Bone morphogenetic protein 9 (BMP9) interferes with liver regeneration upon acute injury, while promoting fibrosis upon carbon tetrachloride-induced chronic injury. We have now addressed the role of BMP9 in 3,5 diethoxicarbonyl-1,4 dihydrocollidine (DDC)-induced cholestatic liver injury, a model of liver regeneration mediated by hepatic progenitor cell (known as oval cell), exemplified as ductular reaction and oval cell expansion. METHODS WT and BMP9KO mice were submitted to DDC diet. Livers were examined for liver injury, fibrosis, inflammation and oval cell expansion by serum biochemistry, histology, RT-qPCR and western blot. BMP9 signalling and effects in oval cells were studied in vitro using western blot and transcriptional assays, plus functional assays of DNA synthesis, cell viability and apoptosis. Crosslinking assays and short hairpin RNA approaches were used to identify the receptors mediating BMP9 effects. RESULTS Deletion of BMP9 reduces liver damage and fibrosis, but enhances inflammation upon DDC feeding. Molecularly, absence of BMP9 results in overactivation of PI3K/AKT, ERK-MAPKs and c-Met signalling pathways, which together with an enhanced ductular reaction and oval cell expansion evidence an improved regenerative response and decreased damage in response to DDC feeding. Importantly, BMP9 directly targets oval cells, it activates SMAD1,5,8, decreases cell growth and promotes apoptosis, effects that are mediated by Activin Receptor-Like Kinase 2 (ALK2) type I receptor. CONCLUSIONS We identify BMP9 as a negative regulator of oval cell expansion in cholestatic injury, its deletion enhancing liver regeneration. Likewise, our work further supports BMP9 as an attractive therapeutic target for chronic liver diseases.
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Affiliation(s)
- Annalisa Addante
- Faculty of Pharmacy, Department Biochemistry and Molecular Biology, Complutense University of Madrid, Health Research Institute of the Hospital Clínico San Carlos, Madrid, Spain
| | - Cesáreo Roncero
- Faculty of Pharmacy, Department Biochemistry and Molecular Biology, Complutense University of Madrid, Health Research Institute of the Hospital Clínico San Carlos, Madrid, Spain
| | - Laura Almalé
- Faculty of Pharmacy, Department Biochemistry and Molecular Biology, Complutense University of Madrid, Health Research Institute of the Hospital Clínico San Carlos, Madrid, Spain
| | - Nerea Lazcanoiturburu
- Faculty of Pharmacy, Department Biochemistry and Molecular Biology, Complutense University of Madrid, Health Research Institute of the Hospital Clínico San Carlos, Madrid, Spain
| | - María García-Álvaro
- Faculty of Pharmacy, Department Biochemistry and Molecular Biology, Complutense University of Madrid, Health Research Institute of the Hospital Clínico San Carlos, Madrid, Spain
| | - Margarita Fernández
- Faculty of Pharmacy, Department Biochemistry and Molecular Biology, Complutense University of Madrid, Health Research Institute of the Hospital Clínico San Carlos, Madrid, Spain
| | - Julián Sanz
- Department Pathology, Hospital Clínico San Carlos, Madrid, Spain
| | - Seddik Hammad
- Medical Faculty Mannheim, Department Medicine II, Heidelberg University, Manhheim, Germany
| | - Zeribe C. Nwosu
- Medical Faculty Mannheim, Department Medicine II, Heidelberg University, Manhheim, Germany
| | - Se-Jin Lee
- Department Molecular Biology and Genetics, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Isabel Fabregat
- Bellvitge Biomedical Research Institute, L’Hospitalet de Llobregat, Barcelona, Spain
| | - Steven Dooley
- Medical Faculty Mannheim, Department Medicine II, Heidelberg University, Manhheim, Germany
| | - Peter ten Dijke
- Department Cell and Chemical Biology and Oncode Institute, Leiden University Medical Center, RC Leiden, The Netherlands
| | - Blanca Herrera
- Faculty of Pharmacy, Department Biochemistry and Molecular Biology, Complutense University of Madrid, Health Research Institute of the Hospital Clínico San Carlos, Madrid, Spain
| | - Aránzazu Sánchez
- Faculty of Pharmacy, Department Biochemistry and Molecular Biology, Complutense University of Madrid, Health Research Institute of the Hospital Clínico San Carlos, Madrid, Spain
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27
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Tao L, Xue D, Shen D, Ma W, Zhang J, Wang X, Zhang W, Wu L, Pan K, Yang Y, Nwosu ZC, Dooley S, Seki E, Liu C. MicroRNA-942 mediates hepatic stellate cell activation by regulating BAMBI expression in human liver fibrosis. Arch Toxicol 2018; 92:2935-2946. [PMID: 30097701 DOI: 10.1007/s00204-018-2278-9] [Citation(s) in RCA: 39] [Impact Index Per Article: 6.5] [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: 04/03/2018] [Accepted: 07/31/2018] [Indexed: 02/07/2023]
Abstract
MicroRNA (miRNA)-mediated gene regulation contributes to liver pathophysiology, including hepatic stellate cell (HSC) activation and fibrosis progression. Here, we investigated the role of miR-942 in human liver fibrosis. The expression of miR-942, HSC activation markers, transforming growth factor-beta pseudoreceptor BMP and activin membrane-bound inhibitor (BAMBI), as well as collagen deposition, were investigated in 100 liver specimens from patients with varying degree of hepatitis B virus (HBV)-related fibrosis. Human primary HSCs and the immortalized cell line (LX2 cells) were used for functional studies. We found that miR-942 expression was upregulated in activated HSCs and correlated inversely with BAMBI expression in liver fibrosis progression. Transforming growth factor beta (TGF-β) and lipopolyssacharide (LPS), two major drivers of liver fibrosis and inflammation, induce miR-942 expression in HSCs via Smad2/3 respective NF-κB/p50 binding to the miR-942 promoter. Mechanistically, the induced miR-942 degrades BAMBI mRNA in HSCs, thereby sensitizing the cells for fibrogenic TGF-β signaling and also partly mediates LPS-induced proinflammatory HSC fate. In conclusion, the TGF-β and LPS-induced miR-942 mediates HSC activation through downregulation of BAMBI in human liver fibrosis. Our study provides new insights on the molecular mechanism of HSC activation and fibrosis.
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Affiliation(s)
- Le Tao
- Central Laboratory, Putuo Hospital, Shanghai University of Traditional Chinese Medicine, 164 Lanxi Rd, Shanghai, 200062, China
- Laboratory of Liver Disease, Department of Infectious Disease, Putuo Hospital, Shanghai University of Traditional Chinese Medicine, Shanghai, 200062, China
| | - Dongying Xue
- Laboratory of Liver Disease, Department of Infectious Disease, Putuo Hospital, Shanghai University of Traditional Chinese Medicine, Shanghai, 200062, China
| | - Dongxiao Shen
- Central Laboratory, Putuo Hospital, Shanghai University of Traditional Chinese Medicine, 164 Lanxi Rd, Shanghai, 200062, China
| | - Wenting Ma
- Laboratory of Liver Disease, Department of Infectious Disease, Putuo Hospital, Shanghai University of Traditional Chinese Medicine, Shanghai, 200062, China
| | - Jie Zhang
- Laboratory of Liver Disease, Department of Infectious Disease, Putuo Hospital, Shanghai University of Traditional Chinese Medicine, Shanghai, 200062, China
| | - Xuefei Wang
- Central Laboratory, Putuo Hospital, Shanghai University of Traditional Chinese Medicine, 164 Lanxi Rd, Shanghai, 200062, China
| | - Wei Zhang
- Central Laboratory, Putuo Hospital, Shanghai University of Traditional Chinese Medicine, 164 Lanxi Rd, Shanghai, 200062, China
| | - Liu Wu
- Laboratory of Liver Disease, Department of Infectious Disease, Putuo Hospital, Shanghai University of Traditional Chinese Medicine, Shanghai, 200062, China
| | - Kai Pan
- Laboratory of Liver Disease, Department of Infectious Disease, Putuo Hospital, Shanghai University of Traditional Chinese Medicine, Shanghai, 200062, China
| | - Yanqin Yang
- Department of Pathology, Putuo Hospital, Shanghai University of Traditional Chinese Medicine, Shanghai, 200062, China
| | - Zeribe C Nwosu
- Department of Medicine II, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany
| | - Steven Dooley
- Department of Medicine II, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany.
| | - Ekihiro Seki
- Division of Digestive and Liver Diseases, Department of Medicine, Cedars-Sinai Medical Center, Los Angeles, CA, 90048, USA.
| | - Cheng Liu
- Central Laboratory, Putuo Hospital, Shanghai University of Traditional Chinese Medicine, 164 Lanxi Rd, Shanghai, 200062, China.
- Laboratory of Liver Disease, Department of Infectious Disease, Putuo Hospital, Shanghai University of Traditional Chinese Medicine, Shanghai, 200062, China.
- Shanghai Putuo Central School of Clinical Medicine, Anhui Medical University, Shanghai, 200062, China.
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28
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Nwosu ZC, Alborzinia H, Wölfl S, Dooley S, Liu Y. Evolving Insights on Metabolism, Autophagy, and Epigenetics in Liver Myofibroblasts. Front Physiol 2016; 7:191. [PMID: 27313533 PMCID: PMC4887492 DOI: 10.3389/fphys.2016.00191] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.3] [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: 12/30/2015] [Accepted: 05/12/2016] [Indexed: 12/14/2022] Open
Abstract
Liver myofibroblasts (MFB) are crucial mediators of extracellular matrix (ECM) deposition in liver fibrosis. They arise mainly from hepatic stellate cells (HSCs) upon a process termed “activation.” To a lesser extent, and depending on the cause of liver damage, portal fibroblasts, mesothelial cells, and fibrocytes may also contribute to the MFB population. Targeting MFB to reduce liver fibrosis is currently an area of intense research. Unfortunately, a clog in the wheel of antifibrotic therapies is the fact that although MFB are known to mediate scar formation, and participate in liver inflammatory response, many of their molecular portraits are currently unknown. In this review, we discuss recent understanding of MFB in health and diseases, focusing specifically on three evolving research fields: metabolism, autophagy, and epigenetics. We have emphasized on therapeutic prospects where applicable and mentioned techniques for use in MFB studies. Subsequently, we highlighted uncharted territories in MFB research to help direct future efforts aimed at bridging gaps in current knowledge.
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Affiliation(s)
- Zeribe C Nwosu
- Molecular Hepatology Section, Department of Medicine II, Medical Faculty Mannheim, University of Heidelberg Mannheim, Germany
| | - Hamed Alborzinia
- Institute of Pharmacy and Molecular Biotechnology, University of Heidelberg Heidelberg, Germany
| | - Stefan Wölfl
- Institute of Pharmacy and Molecular Biotechnology, University of Heidelberg Heidelberg, Germany
| | - Steven Dooley
- Molecular Hepatology Section, Department of Medicine II, Medical Faculty Mannheim, University of Heidelberg Mannheim, Germany
| | - Yan Liu
- Molecular Hepatology Section, Department of Medicine II, Medical Faculty Mannheim, University of Heidelberg Mannheim, Germany
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