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Marvin DL, Dijkstra J, Zulfiqar RM, Vermeulen M, Ten Dijke P, Ritsma L. TGF-β Type I Receptor Signaling in Melanoma Liver Metastases Increases Metastatic Outgrowth. Int J Mol Sci 2023; 24:ijms24108676. [PMID: 37240029 DOI: 10.3390/ijms24108676] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2023] [Revised: 04/07/2023] [Accepted: 04/14/2023] [Indexed: 05/28/2023] Open
Abstract
Despite advances in treatment for metastatic melanoma patients, patients with liver metastasis have an unfavorable prognosis. A better understanding of the development of liver metastasis is needed. The multifunctional cytokine Transforming Growth Factor β (TGF-β) plays various roles in melanoma tumors and metastasis, affecting both tumor cells and cells from the surrounding tumor microenvironment. To study the role of TGF-β in melanoma liver metastasis, we created a model to activate or repress the TGF-β receptor pathway in vitro and in vivo in an inducible manner. For this, we engineered B16F10 melanoma cells to have inducible ectopic expression of a constitutively active (ca) or kinase-inactive (ki) TGF-β receptor I, also termed activin receptor-like kinase (ALK5). In vitro, stimulation with TGF-β signaling and ectopic caALK5 expression reduced B16F10 cell proliferation and migration. Contrasting results were found in vivo; sustained caALK5 expression in B16F10 cells in vivo increased the metastatic outgrowth in liver. Blocking microenvironmental TGF-β did not affect metastatic liver outgrowth of both control and caALK5 expressing B16F10 cells. Upon characterizing the tumor microenvironment of control and caALk5 expressing B16F10 tumors, we observed reduced (cytotoxic) T cell presence and infiltration, as well as an increase in bone marrow-derived macrophages in caALK5 expressing B16F10 tumors. This suggests that caALK5 expression in B16F10 cells induces changes in the tumor microenvironment. A comparison of newly synthesized secreted proteins upon caALK5 expression by B16F10 cells revealed increased secretion of matrix remodeling proteins. Our results show that TGF-β receptor activation in B16F10 melanoma cells can increase metastatic outgrowth in liver in vivo, possibly through remodeling of the tumor microenvironment leading to altered infiltration of immune cells. These results provide insights in the role of TGF-β signaling in B16F10 liver metastasis and could have implications regarding the use of TGF-β inhibitors for the treatment of melanoma patients with liver metastasis.
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Affiliation(s)
- Dieuwke L Marvin
- Oncode Institute and Department of Cell and Chemical Biology, Leiden University Medical Center, 2333 ZC Leiden, The Netherlands
| | - Jelmer Dijkstra
- Oncode Institute and Radboud Institute for Molecular Life Sciences (RIMLS), Radboud University, 6525 GA Nijmegen, The Netherlands
| | - Rabia M Zulfiqar
- Oncode Institute and Department of Cell and Chemical Biology, Leiden University Medical Center, 2333 ZC Leiden, The Netherlands
| | - Michiel Vermeulen
- Oncode Institute and Radboud Institute for Molecular Life Sciences (RIMLS), Radboud University, 6525 GA Nijmegen, The Netherlands
| | - Peter Ten Dijke
- Oncode Institute and Department of Cell and Chemical Biology, Leiden University Medical Center, 2333 ZC Leiden, The Netherlands
| | - Laila Ritsma
- Oncode Institute and Department of Cell and Chemical Biology, Leiden University Medical Center, 2333 ZC Leiden, The Netherlands
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2
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Marvin DL, Spaans VM, de Kroon CD, Slieker RC, Khelil M, Ten Dijke P, Ritsma L, Jordanova ES. Low Transforming Growth Factor-β Pathway Activity in Cervical Adenocarcinomas. Front Oncol 2022; 12:797453. [PMID: 35756604 PMCID: PMC9213724 DOI: 10.3389/fonc.2022.797453] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2021] [Accepted: 05/12/2022] [Indexed: 12/24/2022] Open
Abstract
Cervical cancer is the fourth most common cancer in women worldwide. Squamous cell carcinoma (SCC) and adenocarcinoma (AC) are the most common histological types, with AC patients having worse prognosis. Over the last two decades, incidence rates of AC have increased, highlighting the importance of further understanding AC tumorigenesis, and the need to investigate new treatment options. The cytokine TGF-β functions as a tumour suppressor in healthy tissue. However, in tumour cells this suppressive function can be overcome. Therefore there is an increasing interest in using TGF-β inhibitors in the treatment of cancer. Here, we hypothesize that TGF-β plays a different role in SCC and AC. Analysis of RNA-seq data from the TCGA, using a TGF-β response signature, resulted in separate clustering of the two subtypes. We further investigated the expression of TGF-β-signalling related proteins (TβR1/2, SMAD4, pSMAD2, PAI-1, αvβ6 and MMP2/9) in a cohort of 62 AC patients. Low TβR2 and SMAD4 expression was associated with worse survival in AC patients and interestingly, high PAI-1 and αvβ6 expression was also correlated with worse survival. Similar correlations of TβR2, PAI-1 and αvβ6 with clinical parameters were found in previously reported SCC analyses. However, when comparing expression levels between SCC and AC patient samples, pSMAD2, SMAD4, PAI-1 and αvβ6 showed lower expression in AC compared to SCC. Because of the low expression of core TβR1/2, (p-)SMAD2 and SMAD4 proteins and the correlation with worse prognosis, TGF-β pathway most likely leads to tumour inhibitory effects in AC and therefore the use of TGF-β inhibitors would not be recommended. However, given the correlation of PAI-1 and αvβ6 with poor prognosis, the use of TGF- β inhibitors might be of interest in SCC and in the subsets of AC patients with high expression of these TGF-β associated proteins.
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Affiliation(s)
- Dieuwke L Marvin
- Oncode Institute and Department of Cell and Chemical Biology, Leiden University Medical Center, Leiden, Netherlands
| | - Vivian M Spaans
- Department of Gynaecology and Obstetrics, Leiden University Medical Center, Leiden, Netherlands.,Department of Pathology, Leiden University Medical Center, Leiden, Netherlands
| | - Cor D de Kroon
- Department of Gynaecology and Obstetrics, Leiden University Medical Center, Leiden, Netherlands
| | - Roderick C Slieker
- Department of Cell and Chemical Biology, Leiden University Medical Center, Leiden, Netherlands.,Department of Epidemiology and Data Science, Amsterdam University Medical Center (UMC), location VU University Medical Center (VUmc), Amsterdam, Netherlands
| | - Maryam Khelil
- Department of Gynaecology and Obstetrics, Center Gynaecological Oncology Amsterdam, Amsterdam University Medical Center (UMC), location VU University Medical Center (VUmc), Amsterdam, Netherlands
| | - Peter Ten Dijke
- Oncode Institute and Department of Cell and Chemical Biology, Leiden University Medical Center, Leiden, Netherlands
| | - Laila Ritsma
- Oncode Institute and Department of Cell and Chemical Biology, Leiden University Medical Center, Leiden, Netherlands
| | - Ekaterina S Jordanova
- Department of Pathology, Leiden University Medical Center, Leiden, Netherlands.,Department of Gynaecology and Obstetrics, Center Gynaecological Oncology Amsterdam, Amsterdam University Medical Center (UMC), location VU University Medical Center (VUmc), Amsterdam, Netherlands.,Department of Urology, The Netherlands Cancer Institute, Amsterdam, Netherlands
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3
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Sinha A, Mehta P, Fan C, Zhang J, Marvin DL, van Dinther M, Ritsma L, Boukany PE, Ten Dijke P. Visualizing Dynamic Changes During TGF-β-Induced Epithelial to Mesenchymal Transition. Methods Mol Biol 2022; 2488:47-65. [PMID: 35347682 DOI: 10.1007/978-1-0716-2277-3_5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/14/2023]
Abstract
Epithelial to mesenchymal transition (EMT) is crucial during embryonic development, tissue fibrosis, and cancer progression. Epithelial cells that display a cobblestone-like morphology can undergo a switch to mesenchymal-like phenotype, displaying an elongated spindle shape or a fibroblast-like morphology. EMT is characterized by timely and reversible alterations of molecular and cellular processes. The changes include loss of epithelial and gain of mesenchymal marker expression, loss of polarity, increased cell migratory and invasive properties. Epithelial cells can progress unevenly during this transition and attain hybrid E/M states or metastable EMT states, referred to as epithelial cell plasticity. To gain a deeper insight into the mechanism of EMT, understanding the dynamic aspects of this process is essential. One of the most prominent factors to induce EMT is the cytokine transforming growth factor-β (TGF-β). This chapter discusses molecular and cellular techniques to monitor TGF-β-induced signaling and EMT changes in normal and cancer cell lines. These methods include measuring the TGF-β-induced activation of its intracellular SMAD effectors proteins and changes in epithelial/mesenchymal marker expression and localization. Moreover, we describe assays of cell migration and dynamic reorganization of the actin cytoskeleton and stress filaments that are frequently part of the TGF-β-induced EMT cellular response.
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Affiliation(s)
- Abhishek Sinha
- Department of Cell and Chemical Biology, Oncode Institute, Leiden University Medical Center, Leiden, The Netherlands
| | - Pranav Mehta
- Department of Cell and Chemical Biology, Oncode Institute, Leiden University Medical Center, Leiden, The Netherlands
- Department of Chemical Engineering, Delft University of Technology, Delft, The Netherlands
| | - Chuannan Fan
- Department of Cell and Chemical Biology, Oncode Institute, Leiden University Medical Center, Leiden, The Netherlands
| | - Jing Zhang
- Department of Cell and Chemical Biology, Oncode Institute, Leiden University Medical Center, Leiden, The Netherlands
| | - Dieuwke L Marvin
- Department of Cell and Chemical Biology, Oncode Institute, Leiden University Medical Center, Leiden, The Netherlands
| | - Maarten van Dinther
- Department of Cell and Chemical Biology, Oncode Institute, Leiden University Medical Center, Leiden, The Netherlands
| | - Laila Ritsma
- Department of Cell and Chemical Biology, Oncode Institute, Leiden University Medical Center, Leiden, The Netherlands
| | - Pouyan E Boukany
- Department of Chemical Engineering, Delft University of Technology, Delft, The Netherlands
| | - Peter Ten Dijke
- Department of Cell and Chemical Biology, Oncode Institute, Leiden University Medical Center, Leiden, The Netherlands.
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4
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Abstract
The liver is a frequent site of cancer metastasis, but current treatment options for cancer patients with liver metastasis are limited, resulting in poor prognosis. Colonization of the liver by cancer cells is a multistep and temporally controlled process. Investigating this process in biological relevant settings in a dynamic manner may lead to new therapeutic avenues. Experimental mouse models of liver metastasis combined with high-resolution microscopy methods can facilitate study of the mechanisms that underlie the outgrowth of cancer cells in the liver. Intravital imaging can provide information on the behavior of tumor cells in their biological setting, in time frames of hours to days. In this unit, we describe the experimental induction of liver metastasis through administration of cancer cells into mice via mesenteric vein injection. The behavior of these injected cells can then be studied using intravital imaging by surgical exposure or through an abdominal imaging window. The approach is described for use with an upright multiphoton microscope, making it widely applicable. © 2021 The Authors. Current Protocols published by Wiley Periodicals LLC. Basic Protocol 1: Inducing liver metastasis through mesenteric vein injection Basic Protocol 2: Short-term imaging of tumor cells in mouse liver Basic Protocol 3: Long-term imaging of tumor cells in mouse liver using an abdominal imaging window.
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Affiliation(s)
- Dieuwke L Marvin
- Department of Cell and Chemical Biology and Oncode Institute, Leiden University Medical Center, 2333ZC Leiden, the Netherlands
| | - Peter Ten Dijke
- Department of Cell and Chemical Biology and Oncode Institute, Leiden University Medical Center, 2333ZC Leiden, the Netherlands
| | - Laila Ritsma
- Department of Cell and Chemical Biology and Oncode Institute, Leiden University Medical Center, 2333ZC Leiden, the Netherlands
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5
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Hong X, Roh W, Sullivan RJ, Wong KHK, Wittner BS, Guo H, Dubash TD, Sade-Feldman M, Wesley B, Horwitz E, Boland GM, Marvin DL, Bonesteel T, Lu C, Aguet F, Burr R, Freeman SS, Parida L, Calhoun K, Jewett MK, Nieman LT, Hacohen N, Näär AM, Ting DT, Toner M, Stott SL, Getz G, Maheswaran S, Haber DA. The Lipogenic Regulator SREBP2 Induces Transferrin in Circulating Melanoma Cells and Suppresses Ferroptosis. Cancer Discov 2020; 11:678-695. [PMID: 33203734 DOI: 10.1158/2159-8290.cd-19-1500] [Citation(s) in RCA: 105] [Impact Index Per Article: 26.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2019] [Revised: 09/22/2020] [Accepted: 11/12/2020] [Indexed: 12/20/2022]
Abstract
Circulating tumor cells (CTC) are shed by cancer into the bloodstream, where a viable subset overcomes oxidative stress to initiate metastasis. We show that single CTCs from patients with melanoma coordinately upregulate lipogenesis and iron homeostasis pathways. These are correlated with both intrinsic and acquired resistance to BRAF inhibitors across clonal cultures of BRAF-mutant CTCs. The lipogenesis regulator SREBP2 directly induces transcription of the iron carrier Transferrin (TF), reducing intracellular iron pools, reactive oxygen species, and lipid peroxidation, thereby conferring resistance to inducers of ferroptosis. Knockdown of endogenous TF impairs tumor formation by melanoma CTCs, and their tumorigenic defects are partially rescued by the lipophilic antioxidants ferrostatin-1 and vitamin E. In a prospective melanoma cohort, presence of CTCs with high lipogenic and iron metabolic RNA signatures is correlated with adverse clinical outcome, irrespective of treatment regimen. Thus, SREBP2-driven iron homeostatic pathways contribute to cancer progression, drug resistance, and metastasis. SIGNIFICANCE: Through single-cell analysis of primary and cultured melanoma CTCs, we have uncovered intrinsic cancer cell heterogeneity within lipogenic and iron homeostatic pathways that modulates resistance to BRAF inhibitors and to ferroptosis inducers. Activation of these pathways within CTCs is correlated with adverse clinical outcome, pointing to therapeutic opportunities.This article is highlighted in the In This Issue feature, p. 521.
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Affiliation(s)
- Xin Hong
- Massachusetts General Hospital Cancer Center and Harvard Medical School, Boston, Massachusetts
| | - Whijae Roh
- Broad Institute of Harvard and MIT, Cambridge, Massachusetts
| | - Ryan J Sullivan
- Massachusetts General Hospital Cancer Center and Harvard Medical School, Boston, Massachusetts
- Department of Medicine, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts
| | - Keith H K Wong
- Center for Engineering in Medicine, Department of Surgery, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts
- Shriners Hospitals for Children, Boston, Massachusetts
| | - Ben S Wittner
- Massachusetts General Hospital Cancer Center and Harvard Medical School, Boston, Massachusetts
| | - Hongshan Guo
- Massachusetts General Hospital Cancer Center and Harvard Medical School, Boston, Massachusetts
| | - Taronish D Dubash
- Massachusetts General Hospital Cancer Center and Harvard Medical School, Boston, Massachusetts
| | - Moshe Sade-Feldman
- Massachusetts General Hospital Cancer Center and Harvard Medical School, Boston, Massachusetts
- Broad Institute of Harvard and MIT, Cambridge, Massachusetts
| | - Benjamin Wesley
- Massachusetts General Hospital Cancer Center and Harvard Medical School, Boston, Massachusetts
| | - Elad Horwitz
- Massachusetts General Hospital Cancer Center and Harvard Medical School, Boston, Massachusetts
| | - Genevieve M Boland
- Massachusetts General Hospital Cancer Center and Harvard Medical School, Boston, Massachusetts
- Department of Surgery, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts
| | - Dieuwke L Marvin
- Massachusetts General Hospital Cancer Center and Harvard Medical School, Boston, Massachusetts
| | - Todd Bonesteel
- Massachusetts General Hospital Cancer Center and Harvard Medical School, Boston, Massachusetts
| | - Chenyue Lu
- Massachusetts General Hospital Cancer Center and Harvard Medical School, Boston, Massachusetts
| | - François Aguet
- Broad Institute of Harvard and MIT, Cambridge, Massachusetts
| | - Risa Burr
- Massachusetts General Hospital Cancer Center and Harvard Medical School, Boston, Massachusetts
| | | | - Laxmi Parida
- Department of Pathology, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts
| | - Katherine Calhoun
- Massachusetts General Hospital Cancer Center and Harvard Medical School, Boston, Massachusetts
- Center for Engineering in Medicine, Department of Surgery, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts
| | - Michelle K Jewett
- Massachusetts General Hospital Cancer Center and Harvard Medical School, Boston, Massachusetts
- Center for Engineering in Medicine, Department of Surgery, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts
| | - Linda T Nieman
- Massachusetts General Hospital Cancer Center and Harvard Medical School, Boston, Massachusetts
| | - Nir Hacohen
- Massachusetts General Hospital Cancer Center and Harvard Medical School, Boston, Massachusetts
- Broad Institute of Harvard and MIT, Cambridge, Massachusetts
| | - Anders M Näär
- Massachusetts General Hospital Cancer Center and Harvard Medical School, Boston, Massachusetts
| | - David T Ting
- Massachusetts General Hospital Cancer Center and Harvard Medical School, Boston, Massachusetts
- Department of Medicine, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts
| | - Mehmet Toner
- Center for Engineering in Medicine, Department of Surgery, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts
- Shriners Hospitals for Children, Boston, Massachusetts
- Department of Surgery, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts
| | - Shannon L Stott
- Massachusetts General Hospital Cancer Center and Harvard Medical School, Boston, Massachusetts
- Department of Medicine, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts
| | - Gad Getz
- Massachusetts General Hospital Cancer Center and Harvard Medical School, Boston, Massachusetts
- Broad Institute of Harvard and MIT, Cambridge, Massachusetts
- Howard Hughes Medical Institute, Bethesda, Maryland
| | - Shyamala Maheswaran
- Massachusetts General Hospital Cancer Center and Harvard Medical School, Boston, Massachusetts.
- Department of Surgery, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts
| | - Daniel A Haber
- Massachusetts General Hospital Cancer Center and Harvard Medical School, Boston, Massachusetts.
- Department of Medicine, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts
- IBM Research, Yorktown Heights, New York
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6
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Marvin DL, Heijboer R, ten Dijke P, Ritsma L. TGF-β signaling in liver metastasis. Clin Transl Med 2020; 10:e160. [PMID: 33252863 PMCID: PMC7701955 DOI: 10.1002/ctm2.160] [Citation(s) in RCA: 22] [Impact Index Per Article: 5.5] [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: 06/29/2020] [Revised: 08/07/2020] [Accepted: 08/11/2020] [Indexed: 12/12/2022] Open
Abstract
The presence of liver metastases drastically worsens the prognosis of cancer patients. The liver is the second most prevalent metastatic site in cancer patients, but systemic therapeutic opportunities that target liver metastases are still limited. To aid the discovery of novel treatment options for metastatic liver disease, we provide insight into the cellular and molecular steps required for liver colonization. For successful colonization in the liver, adaptation of tumor cells and surrounding stroma is essential. This includes the formation of a pre-metastatic niche, the creation of a fibrotic and immune suppressive environment, angiogenesis, and adaptation of tumor cells. We illustrate that transforming growth factor β (TGF-β) is a central cytokine in all these processes. At last, we devise that future research should focus on TGF-β inhibitory strategies, especially in combination with immunotherapy. This promising systemic treatment strategy has potential to eliminate distant metastases as the efficacy of immunotherapy will be enhanced.
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Affiliation(s)
- Dieuwke L Marvin
- Department of Cell and Chemical Biology and Oncode InstituteLeiden University Medical CenterLeidenThe Netherlands
| | - Rosan Heijboer
- Department of Cell and Chemical Biology and Oncode InstituteLeiden University Medical CenterLeidenThe Netherlands
| | - Peter ten Dijke
- Department of Cell and Chemical Biology and Oncode InstituteLeiden University Medical CenterLeidenThe Netherlands
| | - Laila Ritsma
- Department of Cell and Chemical Biology and Oncode InstituteLeiden University Medical CenterLeidenThe Netherlands
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7
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Hong X, Roh W, Sullivan RJ, Wong KH, Wittner BS, Guo H, Dubash TD, Sade-Feldman M, Wesley BK, Boland GM, Marvin DL, Bonesteel T, Lu C, Horwitz E, Aguet F, Freeman SS, Calhoun K, Jewett MK, Nieman LT, Hacohen N, Näär AM, Ting DT, Toner M, Stott SL, Getz G, Maheswaran S, Haber DA. Abstract 6073: The lipogenic regulator SREBP induces Transferrin in circulating melanoma cells, suppressing their susceptibility to ferroptosis. Cancer Res 2020. [DOI: 10.1158/1538-7445.am2020-6073] [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
Circulating tumor cells (CTCs) are shed by cancers into the bloodstream, where a viable subset overcomes oxidative stress to initiate metastatic outgrowth. Clonally derived cultured CTCs from patients with BRAF-mutant melanoma reveal upregulation of lipogenesis and iron homeostasis pathways, correlated with their baseline and acquired drug resistance. In CTCs, the lipogenesis regulator SREBP directly induces transcription of the iron carrier Transferrin (TF), thereby reducing intracellular reactive oxygen species (ROS) and lipid peroxidation, and conferring resistance to BRAF inhibitors and inducers of ferroptosis. Knockdown of endogenous TF impairs tumorigenesis by melanoma CTCs; their associated soft agar clonogenic defect is rescued by the lipophilic anti-oxidants Ferrostatin-1 or Vitamin E, and by cholesterol. Single cell RNA-seq of patient-derived melanoma CTCs identifies a subset with high lipogenic, iron metabolic and proliferative signatures, correlated with adverse clinical outcome. Together, the coordinated regulation of these SREBP-driven pathways contributes to cancer progression, drug resistance and metastasis.
Citation Format: Xin Hong, Whijae Roh, Ryan J. Sullivan, Keith H. Wong, Ben S. Wittner, HongShan Guo, Taronish D. Dubash, Moshe Sade-Feldman, Ben K. Wesley, Genevieve M. Boland, Dieuwke L. Marvin, Todd Bonesteel, Chenyue Lu, Elad Horwitz, François Aguet, Samuel S. Freeman, Katherine Calhoun, Michelle K. Jewett, Linda T. Nieman, Nir Hacohen, Anders M. Näär, David T. Ting, Mehmet Toner, Shannon L. Stott, Gad Getz, Shyamala Maheswaran, Daniel A. Haber. The lipogenic regulator SREBP induces Transferrin in circulating melanoma cells, suppressing their susceptibility to ferroptosis [abstract]. In: Proceedings of the Annual Meeting of the American Association for Cancer Research 2020; 2020 Apr 27-28 and Jun 22-24. Philadelphia (PA): AACR; Cancer Res 2020;80(16 Suppl):Abstract nr 6073.
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Affiliation(s)
- Xin Hong
- 1MGH/Harvard Medical School, Charlestown, MA
| | - Whijae Roh
- 2Broad Institute of Harvard and MIT, Charlestown, MA
| | | | | | | | | | | | | | | | | | | | | | - Chenyue Lu
- 1MGH/Harvard Medical School, Charlestown, MA
| | | | | | | | - Katherine Calhoun
- 3Center for Engineering in Medicine/Harvard Medical School, Charlestown, MA
| | - Michelle K. Jewett
- 3Center for Engineering in Medicine/Harvard Medical School, Charlestown, MA
| | | | - Nir Hacohen
- 1MGH/Harvard Medical School, Charlestown, MA
| | | | | | - Mehmet Toner
- 3Center for Engineering in Medicine/Harvard Medical School, Charlestown, MA
| | | | - Gad Getz
- 2Broad Institute of Harvard and MIT, Charlestown, MA
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8
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Yan C, Brunson DC, Tang Q, Do D, Iftimia NA, Moore JC, Hayes MN, Welker AM, Garcia EG, Dubash TD, Hong X, Drapkin BJ, Myers DT, Phat S, Volorio A, Marvin DL, Ligorio M, Dershowitz L, McCarthy KM, Karabacak MN, Fletcher JA, Sgroi DC, Iafrate JA, Maheswaran S, Dyson NJ, Haber DA, Rawls JF, Langenau DM. Visualizing Engrafted Human Cancer and Therapy Responses in Immunodeficient Zebrafish. Cell 2019; 177:1903-1914.e14. [PMID: 31031007 PMCID: PMC6570580 DOI: 10.1016/j.cell.2019.04.004] [Citation(s) in RCA: 168] [Impact Index Per Article: 33.6] [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: 08/10/2018] [Revised: 02/19/2019] [Accepted: 03/31/2019] [Indexed: 01/06/2023]
Abstract
Xenograft cell transplantation into immunodeficient mice has become the gold standard for assessing pre-clinical efficacy of cancer drugs, yet direct visualization of single-cell phenotypes is difficult. Here, we report an optically-clear prkdc-/-, il2rga-/- zebrafish that lacks adaptive and natural killer immune cells, can engraft a wide array of human cancers at 37°C, and permits the dynamic visualization of single engrafted cells. For example, photoconversion cell-lineage tracing identified migratory and proliferative cell states in human rhabdomyosarcoma, a pediatric cancer of muscle. Additional experiments identified the preclinical efficacy of combination olaparib PARP inhibitor and temozolomide DNA-damaging agent as an effective therapy for rhabdomyosarcoma and visualized therapeutic responses using a four-color FUCCI cell-cycle fluorescent reporter. These experiments identified that combination treatment arrested rhabdomyosarcoma cells in the G2 cell cycle prior to induction of apoptosis. Finally, patient-derived xenografts could be engrafted into our model, opening new avenues for developing personalized therapeutic approaches in the future.
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Affiliation(s)
- Chuan Yan
- Molecular Pathology Unit, Massachusetts General Hospital Research Institute, Charlestown, MA 02129, USA; Massachusetts General Hospital Cancer Center, Harvard Medical School, Charlestown, MA 02129, USA; Center for Regenerative Medicine, Massachusetts General Hospital, Boston, MA 02114, USA; Harvard Stem Cell Institute, Cambridge, MA 02139, USA
| | - Dalton C Brunson
- Molecular Pathology Unit, Massachusetts General Hospital Research Institute, Charlestown, MA 02129, USA; Massachusetts General Hospital Cancer Center, Harvard Medical School, Charlestown, MA 02129, USA; Center for Regenerative Medicine, Massachusetts General Hospital, Boston, MA 02114, USA; Harvard Stem Cell Institute, Cambridge, MA 02139, USA; Howard Hughes Medical Institute, Bethesda, MD 20815, USA
| | - Qin Tang
- Molecular Pathology Unit, Massachusetts General Hospital Research Institute, Charlestown, MA 02129, USA; Massachusetts General Hospital Cancer Center, Harvard Medical School, Charlestown, MA 02129, USA; Center for Regenerative Medicine, Massachusetts General Hospital, Boston, MA 02114, USA; Harvard Stem Cell Institute, Cambridge, MA 02139, USA; Howard Hughes Medical Institute, Bethesda, MD 20815, USA
| | - Daniel Do
- Molecular Pathology Unit, Massachusetts General Hospital Research Institute, Charlestown, MA 02129, USA; Massachusetts General Hospital Cancer Center, Harvard Medical School, Charlestown, MA 02129, USA; Center for Regenerative Medicine, Massachusetts General Hospital, Boston, MA 02114, USA; Harvard Stem Cell Institute, Cambridge, MA 02139, USA; Howard Hughes Medical Institute, Bethesda, MD 20815, USA
| | - Nicolae A Iftimia
- Molecular Pathology Unit, Massachusetts General Hospital Research Institute, Charlestown, MA 02129, USA; Massachusetts General Hospital Cancer Center, Harvard Medical School, Charlestown, MA 02129, USA; Center for Regenerative Medicine, Massachusetts General Hospital, Boston, MA 02114, USA; Harvard Stem Cell Institute, Cambridge, MA 02139, USA
| | - John C Moore
- Molecular Pathology Unit, Massachusetts General Hospital Research Institute, Charlestown, MA 02129, USA; Massachusetts General Hospital Cancer Center, Harvard Medical School, Charlestown, MA 02129, USA; Center for Regenerative Medicine, Massachusetts General Hospital, Boston, MA 02114, USA; Harvard Stem Cell Institute, Cambridge, MA 02139, USA
| | - Madeline N Hayes
- Molecular Pathology Unit, Massachusetts General Hospital Research Institute, Charlestown, MA 02129, USA; Massachusetts General Hospital Cancer Center, Harvard Medical School, Charlestown, MA 02129, USA; Center for Regenerative Medicine, Massachusetts General Hospital, Boston, MA 02114, USA; Harvard Stem Cell Institute, Cambridge, MA 02139, USA
| | - Alessandra M Welker
- Molecular Pathology Unit, Massachusetts General Hospital Research Institute, Charlestown, MA 02129, USA; Massachusetts General Hospital Cancer Center, Harvard Medical School, Charlestown, MA 02129, USA; Center for Regenerative Medicine, Massachusetts General Hospital, Boston, MA 02114, USA; Harvard Stem Cell Institute, Cambridge, MA 02139, USA
| | - Elaine G Garcia
- Molecular Pathology Unit, Massachusetts General Hospital Research Institute, Charlestown, MA 02129, USA; Massachusetts General Hospital Cancer Center, Harvard Medical School, Charlestown, MA 02129, USA; Center for Regenerative Medicine, Massachusetts General Hospital, Boston, MA 02114, USA; Harvard Stem Cell Institute, Cambridge, MA 02139, USA
| | - Taronish D Dubash
- Massachusetts General Hospital Cancer Center, Harvard Medical School, Charlestown, MA 02129, USA
| | - Xin Hong
- Massachusetts General Hospital Cancer Center, Harvard Medical School, Charlestown, MA 02129, USA
| | - Benjamin J Drapkin
- Massachusetts General Hospital Cancer Center, Harvard Medical School, Charlestown, MA 02129, USA
| | - David T Myers
- Massachusetts General Hospital Cancer Center, Harvard Medical School, Charlestown, MA 02129, USA
| | - Sarah Phat
- Massachusetts General Hospital Cancer Center, Harvard Medical School, Charlestown, MA 02129, USA
| | - Angela Volorio
- Molecular Pathology Unit, Massachusetts General Hospital Research Institute, Charlestown, MA 02129, USA; Massachusetts General Hospital Cancer Center, Harvard Medical School, Charlestown, MA 02129, USA
| | - Dieuwke L Marvin
- Massachusetts General Hospital Cancer Center, Harvard Medical School, Charlestown, MA 02129, USA
| | - Matteo Ligorio
- Massachusetts General Hospital Cancer Center, Harvard Medical School, Charlestown, MA 02129, USA
| | - Lyle Dershowitz
- Molecular Pathology Unit, Massachusetts General Hospital Research Institute, Charlestown, MA 02129, USA; Massachusetts General Hospital Cancer Center, Harvard Medical School, Charlestown, MA 02129, USA; Center for Regenerative Medicine, Massachusetts General Hospital, Boston, MA 02114, USA; Harvard Stem Cell Institute, Cambridge, MA 02139, USA
| | - Karin M McCarthy
- Molecular Pathology Unit, Massachusetts General Hospital Research Institute, Charlestown, MA 02129, USA; Massachusetts General Hospital Cancer Center, Harvard Medical School, Charlestown, MA 02129, USA; Center for Regenerative Medicine, Massachusetts General Hospital, Boston, MA 02114, USA; Harvard Stem Cell Institute, Cambridge, MA 02139, USA
| | - Murat N Karabacak
- Shriners Hospitals for Children-Boston, MA 02114, USA; Center for Engineering in Medicine, Massachusetts General Hospital, Boston, MA 02114, USA; Harvard Medical School, Boston, MA 02114, USA
| | - Jonathan A Fletcher
- Department of Pathology, Brigham and Women's Hospital, Boston, MA 02115, USA
| | - Dennis C Sgroi
- Molecular Pathology Unit, Massachusetts General Hospital Research Institute, Charlestown, MA 02129, USA; Massachusetts General Hospital Cancer Center, Harvard Medical School, Charlestown, MA 02129, USA
| | - John A Iafrate
- Molecular Pathology Unit, Massachusetts General Hospital Research Institute, Charlestown, MA 02129, USA; Massachusetts General Hospital Cancer Center, Harvard Medical School, Charlestown, MA 02129, USA
| | - Shyamala Maheswaran
- Massachusetts General Hospital Cancer Center, Harvard Medical School, Charlestown, MA 02129, USA
| | - Nick J Dyson
- Massachusetts General Hospital Cancer Center, Harvard Medical School, Charlestown, MA 02129, USA
| | - Daniel A Haber
- Massachusetts General Hospital Cancer Center, Harvard Medical School, Charlestown, MA 02129, USA; Howard Hughes Medical Institute, Bethesda, MD 20815, USA
| | - John F Rawls
- Department of Molecular Genetics and Microbiology, Duke University School of Medicine, Durham, NC 27710, USA
| | - David M Langenau
- Molecular Pathology Unit, Massachusetts General Hospital Research Institute, Charlestown, MA 02129, USA; Massachusetts General Hospital Cancer Center, Harvard Medical School, Charlestown, MA 02129, USA; Center for Regenerative Medicine, Massachusetts General Hospital, Boston, MA 02114, USA; Harvard Stem Cell Institute, Cambridge, MA 02139, USA.
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9
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Borovski T, Vellinga TT, Laoukili J, Santo EE, Fatrai S, van Schelven S, Verheem A, Marvin DL, Ubink I, Borel Rinkes IHM, Kranenburg O. Inhibition of RAF1 kinase activity restores apicobasal polarity and impairs tumour growth in human colorectal cancer. Gut 2017; 66:1106-1115. [PMID: 27670374 DOI: 10.1136/gutjnl-2016-311547] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.9] [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: 01/27/2016] [Accepted: 08/30/2016] [Indexed: 12/08/2022]
Abstract
BACKGROUND AND AIM Colorectal cancer (CRC) remains one of the leading causes of cancer-related death. Novel therapeutics are urgently needed, especially for tumours with activating mutations in KRAS (∼40%). Here we investigated the role of RAF1 in CRC, as a potential, novel target. METHODS Colonosphere cultures were established from human tumour specimens obtained from patients who underwent colon or liver resection for primary or metastatic adenocarcinoma. The role of RAF1 was tested by generating knockdowns (KDs) using three independent shRNA constructs or by using RAF1-kinase inhibitor GW5074. Clone-initiating and tumour-initiating capacities were assessed by single-cell cloning and injecting CRC cells into immune-deficient mice. Expression of tight junction (TJ) proteins, localisation of polarity proteins and activation of MEK-ERK pathway was analysed by western blot, immunohistochemistry and immunofluorescence. RESULTS KD or pharmacological inhibition of RAF1 significantly decreased clone-forming and tumour-forming capacity of all CRC cultures tested, including KRAS-mutants. This was not due to cytotoxicity but, at least in part, to differentiation of tumour cells into goblet-like cells. Inhibition of RAF1-kinase activity restored apicobasal polarity and the formation of TJs in vitro and in vivo, without reducing MEK-ERK phosphorylation. MEK-inhibition failed to restore polarity and TJs. Moreover, RAF1-impaired tumours were characterised by normalised tissue architecture. CONCLUSIONS RAF1 plays a critical role in maintaining the transformed phenotype of CRC cells, including those with mutated KRAS. The effects of RAF1 are kinase-dependent, but MEK-independent. Despite the lack of activating mutations in RAF1, its kinase domain is an attractive therapeutic target for CRC.
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Affiliation(s)
- Tijana Borovski
- Cancer Center, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Thomas T Vellinga
- Cancer Center, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Jamila Laoukili
- Cancer Center, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Evan E Santo
- Department of Pathology and Laboratory Medicine, Weill Cornell Medical College, New York City, New York, USA
| | - Szabolcs Fatrai
- Department of Hematology, Erasmus Medical Center, Rotterdam, The Netherlands
| | | | - Andre Verheem
- Cancer Center, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Dieuwke L Marvin
- Cancer Center, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Inge Ubink
- Cancer Center, University Medical Center Utrecht, Utrecht, The Netherlands
| | | | - Onno Kranenburg
- Cancer Center, University Medical Center Utrecht, Utrecht, The Netherlands
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10
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Moore JC, Tang Q, Yordán NT, Moore FE, Garcia EG, Lobbardi R, Ramakrishnan A, Marvin DL, Anselmo A, Sadreyev RI, Langenau DM. Single-cell imaging of normal and malignant cell engraftment into optically clear prkdc-null SCID zebrafish. J Exp Med 2016; 213:2575-2589. [PMID: 27810924 PMCID: PMC5110017 DOI: 10.1084/jem.20160378] [Citation(s) in RCA: 48] [Impact Index Per Article: 6.0] [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: 03/14/2016] [Accepted: 09/16/2016] [Indexed: 12/03/2022] Open
Abstract
Cell transplantation into immunodeficient mice has revolutionized our understanding of regeneration, stem cell self-renewal, and cancer; yet models for direct imaging of engrafted cells has been limited. Here, we characterize zebrafish with mutations in recombination activating gene 2 (rag2), DNA-dependent protein kinase (prkdc), and janus kinase 3 (jak3). Histology, RNA sequencing, and single-cell transcriptional profiling of blood showed that rag2 hypomorphic mutant zebrafish lack T cells, whereas prkdc deficiency results in loss of mature T and B cells and jak3 in T and putative Natural Killer cells. Although all mutant lines engraft fluorescently labeled normal and malignant cells, only the prkdc mutant fish reproduced as homozygotes and also survived injury after cell transplantation. Engraftment into optically clear casper, prkdc-mutant zebrafish facilitated dynamic live cell imaging of muscle regeneration, repopulation of muscle stem cells within their endogenous niche, and muscle fiber fusion at single-cell resolution. Serial imaging approaches also uncovered stochasticity in fluorescently labeled leukemia regrowth after competitive cell transplantation into prkdc mutant fish, providing refined models to assess clonal dominance and progression in the zebrafish. Our experiments provide an optimized and facile transplantation model, the casper, prkdc mutant zebrafish, for efficient engraftment and direct visualization of fluorescently labeled normal and malignant cells at single-cell resolution.
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Affiliation(s)
- John C Moore
- Molecular Pathology, Massachusetts General Hospital, Charlestown, MA 02129
- Cancer Center, Massachusetts General Hospital, Charlestown, MA 02129
- Center for Regenerative Medicine, Massachusetts General Hospital, Boston, MA 02114
- Harvard Stem Cell Institute, Cambridge, MA 02139
| | - Qin Tang
- Molecular Pathology, Massachusetts General Hospital, Charlestown, MA 02129
- Cancer Center, Massachusetts General Hospital, Charlestown, MA 02129
- Center for Regenerative Medicine, Massachusetts General Hospital, Boston, MA 02114
- Harvard Stem Cell Institute, Cambridge, MA 02139
| | - Nora Torres Yordán
- Harvard Stem Cell Institute, Cambridge, MA 02139
- Harvard University, Cambridge, MA 02138
| | - Finola E Moore
- Molecular Pathology, Massachusetts General Hospital, Charlestown, MA 02129
- Cancer Center, Massachusetts General Hospital, Charlestown, MA 02129
- Center for Regenerative Medicine, Massachusetts General Hospital, Boston, MA 02114
- Harvard Stem Cell Institute, Cambridge, MA 02139
| | - Elaine G Garcia
- Molecular Pathology, Massachusetts General Hospital, Charlestown, MA 02129
- Cancer Center, Massachusetts General Hospital, Charlestown, MA 02129
- Center for Regenerative Medicine, Massachusetts General Hospital, Boston, MA 02114
- Harvard Stem Cell Institute, Cambridge, MA 02139
| | - Riadh Lobbardi
- Molecular Pathology, Massachusetts General Hospital, Charlestown, MA 02129
- Cancer Center, Massachusetts General Hospital, Charlestown, MA 02129
- Center for Regenerative Medicine, Massachusetts General Hospital, Boston, MA 02114
- Harvard Stem Cell Institute, Cambridge, MA 02139
| | - Ashwin Ramakrishnan
- Molecular Pathology, Massachusetts General Hospital, Charlestown, MA 02129
- Cancer Center, Massachusetts General Hospital, Charlestown, MA 02129
- Center for Regenerative Medicine, Massachusetts General Hospital, Boston, MA 02114
- Harvard Stem Cell Institute, Cambridge, MA 02139
| | - Dieuwke L Marvin
- Cancer Center, Massachusetts General Hospital, Charlestown, MA 02129
| | - Anthony Anselmo
- Department of Molecular Biology, Massachusetts General Hospital, Boston, MA 02114
- Department of Genetics, Harvard Medical School, Boston, MA 02115
| | - Ruslan I Sadreyev
- Department of Molecular Biology, Massachusetts General Hospital, Boston, MA 02114
- Department of Genetics, Harvard Medical School, Boston, MA 02115
| | - David M Langenau
- Molecular Pathology, Massachusetts General Hospital, Charlestown, MA 02129
- Cancer Center, Massachusetts General Hospital, Charlestown, MA 02129
- Center for Regenerative Medicine, Massachusetts General Hospital, Boston, MA 02114
- Harvard Stem Cell Institute, Cambridge, MA 02139
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