1
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Dubash TD, Bardia A, Chirn B, Reeves BA, LiCausi JA, Burr R, Wittner BS, Rai S, Patel H, Bihani T, Arlt H, Bidard FC, Kaklamani VG, Aftimos P, Cortés J, Scartoni S, Fiascarelli A, Binaschi M, Habboubi N, Iafrate AJ, Toner M, Haber DA, Maheswaran S. Modeling the novel SERD elacestrant in cultured fulvestrant-refractory HR-positive breast circulating tumor cells. Breast Cancer Res Treat 2023; 201:43-56. [PMID: 37318638 PMCID: PMC10300156 DOI: 10.1007/s10549-023-06998-w] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [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: 03/22/2023] [Accepted: 05/26/2023] [Indexed: 06/16/2023]
Abstract
PURPOSE Metastatic hormone receptor-positive (HR+) breast cancer initially responds to serial courses of endocrine therapy, but ultimately becomes refractory. Elacestrant, a new generation FDA-approved oral selective estrogen receptor degrader (SERD) and antagonist, has demonstrated efficacy in a subset of women with advanced HR+breast cancer, but there are few patient-derived models to characterize its effect in advanced cancers with diverse treatment histories and acquired mutations. METHODS We analyzed clinical outcomes with elacestrant, compared with endocrine therapy, among women who had previously been treated with a fulvestrant-containing regimen from the recent phase 3 EMERALD Study. We further modeled sensitivity to elacestrant, compared with the currently approved SERD, fulvestrant in patient-derived xenograft (PDX) models and cultured circulating tumor cells (CTCs). RESULTS Analysis of the subset of breast cancer patients enrolled in the EMERALD study who had previously received a fulvestrant-containing regimen indicates that they had better progression-free survival with elacestrant than with standard-of-care endocrine therapy, a finding that was independent estrogen receptor (ESR1) gene mutations. We modeled elacestrant responsiveness using patient-derived xenograft (PDX) models and in ex vivo cultured CTCs derived from patients with HR+breast cancer extensively treated with multiple endocrine therapies, including fulvestrant. Both CTCs and PDX models are refractory to fulvestrant but sensitive to elacestrant, independent of mutations in ESR1 and Phosphatidylinositol-4,5-Bisphosphate 3-Kinase Catalytic Subunit Alpha (PIK3CA) genes. CONCLUSION Elacestrant retains efficacy in breast cancer cells that have acquired resistance to currently available ER targeting therapies. Elacestrant may be an option for patients with HR+/HER2- breast cancer whose disease progressed on fulvestrant in the metastatic setting. TRANSLATIONAL RELEVANCE Serial endocrine therapy is the mainstay of management for metastatic HR+breast cancer, but acquisition of drug resistance highlights the need for better therapies. Elacestrant is a recently FDA-approved novel oral selective estrogen receptor degrader (SERD), with demonstrated efficacy in the EMERALD phase 3 clinical trial of refractory HR+breast cancer. Subgroup analysis of the EMERALD clinical trial identifies clinical benefit with elacestrant in patients who had received prior fulvestrant independent of the mutational status of the ESR1 gene, supporting its potential utility in treating refractory HR+breast cancer. Here, we use pre-clinical models, including ex vivo cultures of circulating tumor cells and patient-derived xenografts, to demonstrate the efficacy of elacestrant in breast cancer cells with acquired resistance to fulvestrant.
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Affiliation(s)
- Taronish D Dubash
- Massachusetts General Hospital Cancer Center and Harvard Medical School, Boston, MA, 02114, USA
| | - Aditya Bardia
- Massachusetts General Hospital Cancer Center and Harvard Medical School, Boston, MA, 02114, USA
| | - Brian Chirn
- Massachusetts General Hospital Cancer Center and Harvard Medical School, Boston, MA, 02114, USA
| | - Brittany A Reeves
- Massachusetts General Hospital Cancer Center and Harvard Medical School, Boston, MA, 02114, USA
| | - Joseph A LiCausi
- Massachusetts General Hospital Cancer Center and Harvard Medical School, Boston, MA, 02114, USA
| | - Risa Burr
- Massachusetts General Hospital Cancer Center and Harvard Medical School, Boston, MA, 02114, USA
| | - Ben S Wittner
- Massachusetts General Hospital Cancer Center and Harvard Medical School, Boston, MA, 02114, USA
| | - Sumit Rai
- Massachusetts General Hospital Cancer Center and Harvard Medical School, Boston, MA, 02114, USA
| | | | | | - Heike Arlt
- Radius Health, Inc, Waltham, MA, 02451, USA
| | | | | | - Philippe Aftimos
- Institut Jules Bordet-Université Libre de Bruxelles, Brussels, Belgium
| | - Javier Cortés
- International Breast Cancer Center (IBCC), Quiron Group, Barcelona, Spain
| | | | | | | | - Nassir Habboubi
- Stemline Therapeutics/Menarini Group, New York, NY, 10022, USA
| | - A John Iafrate
- Massachusetts General Hospital Cancer Center and Harvard Medical School, Boston, MA, 02114, USA
| | - Mehmet Toner
- Center for Engineering in Medicine, Department of Surgery, Massachusetts General Hospital and Harvard Medical School, Boston, MA, 02114, USA
| | - Daniel A Haber
- Massachusetts General Hospital Cancer Center and Harvard Medical School, Boston, MA, 02114, USA.
- Howard Hughes Medical Institute, Bethesda, MD, 20810, USA.
| | - Shyamala Maheswaran
- Massachusetts General Hospital Cancer Center and Harvard Medical School, Boston, MA, 02114, USA.
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2
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Brett JO, Dubash TD, Johnson GN, Niemierko A, Mariotti V, Kim LS, Xi J, Pandey A, Dunne S, Nasrazadani A, Lloyd MR, Kambadakone A, Spring LM, Micalizzi DS, Onozato ML, Che D, Nayar U, Brufsky A, Kalinsky K, Ma CX, O'Shaughnessy J, Han HS, Iafrate AJ, Ryan LY, Juric D, Moy B, Ellisen LW, Maheswaran S, Wagle N, Haber DA, Bardia A, Wander SA. A Gene Panel Associated With Abemaciclib Utility in ESR1-Mutated Breast Cancer After Prior Cyclin-Dependent Kinase 4/6-Inhibitor Progression. JCO Precis Oncol 2023; 7:e2200532. [PMID: 37141550 PMCID: PMC10530719 DOI: 10.1200/po.22.00532] [Citation(s) in RCA: 0] [Impact Index Per Article: 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: 09/23/2022] [Revised: 01/16/2023] [Accepted: 02/27/2023] [Indexed: 05/06/2023] Open
Abstract
PURPOSE For patients with hormone receptor-positive (HR+), human epidermal growth factor receptor 2-negative (HER2-) metastatic breast cancer (MBC), first-line treatment is endocrine therapy (ET) plus cyclin-dependent kinase 4/6 inhibition (CDK4/6i). After disease progression, which often comes with ESR1 resistance mutations (ESR1-MUT), which therapies to use next and for which patients are open questions. An active area of exploration is treatment with further CDK4/6i, particularly abemaciclib, which has distinct pharmacokinetic and pharmacodynamic properties compared with the other approved CDK4/6 inhibitors, palbociclib and ribociclib. We investigated a gene panel to prognosticate abemaciclib susceptibility in patients with ESR1-MUT MBC after palbociclib progression. METHODS We examined a multicenter retrospective cohort of patients with ESR1-MUT MBC who received abemaciclib after disease progression on ET plus palbociclib. We generated a panel of CDK4/6i resistance genes and compared abemaciclib progression-free survival (PFS) in patients without versus with mutations in this panel (CDKi-R[-] v CDKi-R[+]). We studied how ESR1-MUT and CDKi-R mutations affect abemaciclib sensitivity of immortalized breast cancer cells and patient-derived circulating tumor cell lines in culture. RESULTS In ESR1-MUT MBC with disease progression on ET plus palbociclib, the median PFS was 7.0 months for CDKi-R(-) (n = 17) versus 3.5 months for CDKi-R(+) (n = 11), with a hazard ratio of 2.8 (P = .03). In vitro, CDKi-R alterations but not ESR1-MUT induced abemaciclib resistance in immortalized breast cancer cells and were associated with resistance in circulating tumor cells. CONCLUSION For ESR1-MUT MBC with resistance to ET and palbociclib, PFS on abemaciclib is longer for patients with CDKi-R(-) than CDKi-R(+). Although a small and retrospective data set, this is the first demonstration of a genomic panel associated with abemaciclib sensitivity in the postpalbociclib setting. Future directions include testing and improving this panel in additional data sets, to guide therapy selection for patients with HR+/HER2- MBC.
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Affiliation(s)
- Jamie O. Brett
- Massachusetts General Hospital Cancer Center, Harvard Medical School, Boston, MA
- Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA
| | - Taronish D. Dubash
- Massachusetts General Hospital Cancer Center, Harvard Medical School, Boston, MA
| | | | - Andrzej Niemierko
- Massachusetts General Hospital Cancer Center, Harvard Medical School, Boston, MA
| | | | - Leslie S.L. Kim
- Baylor University Medical Center Charles A. Sammons Cancer Center, Texas Oncology, Dallas, TX
| | - Jing Xi
- Division of Oncology, Washington University School of Medicine, St Louis, MO
| | - Apurva Pandey
- Division of Hematology/Oncology, University of Pittsburgh Medical Center, Pittsburgh, PA
| | - Siobhan Dunne
- Baylor University Medical Center Charles A. Sammons Cancer Center, Texas Oncology, Dallas, TX
| | - Azadeh Nasrazadani
- Division of Hematology/Oncology, University of Pittsburgh Medical Center, Pittsburgh, PA
- Department of Breast Medical Oncology, MD Anderson Cancer Center, Houston, TX
| | - Maxwell R. Lloyd
- Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA
- Department of Medicine, Beth Israel Deaconess Medical Center, Boston, MA
| | - Avinash Kambadakone
- Massachusetts General Hospital Cancer Center, Harvard Medical School, Boston, MA
| | - Laura M. Spring
- Massachusetts General Hospital Cancer Center, Harvard Medical School, Boston, MA
| | - Douglas S. Micalizzi
- Massachusetts General Hospital Cancer Center, Harvard Medical School, Boston, MA
| | - Maristela L. Onozato
- Massachusetts General Hospital Cancer Center, Harvard Medical School, Boston, MA
| | - Dante Che
- Massachusetts General Hospital Cancer Center, Harvard Medical School, Boston, MA
| | - Utthara Nayar
- Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA
| | - Adam Brufsky
- Division of Hematology/Oncology, University of Pittsburgh Medical Center, Pittsburgh, PA
| | - Kevin Kalinsky
- Department of Medicine, Columbia University Irving Medical Center, New York, NY
- Emory University Winship Cancer Institute, Atlanta, GA
| | - Cynthia X. Ma
- Division of Oncology, Washington University School of Medicine, St Louis, MO
| | - Joyce O'Shaughnessy
- Baylor University Medical Center Charles A. Sammons Cancer Center, Texas Oncology, Dallas, TX
| | | | - Anthony J. Iafrate
- Massachusetts General Hospital Cancer Center, Harvard Medical School, Boston, MA
| | - Lianne Y. Ryan
- Massachusetts General Hospital Cancer Center, Harvard Medical School, Boston, MA
| | - Dejan Juric
- Massachusetts General Hospital Cancer Center, Harvard Medical School, Boston, MA
| | - Beverly Moy
- Massachusetts General Hospital Cancer Center, Harvard Medical School, Boston, MA
| | - Leif W. Ellisen
- Massachusetts General Hospital Cancer Center, Harvard Medical School, Boston, MA
| | - Shyamala Maheswaran
- Massachusetts General Hospital Cancer Center, Harvard Medical School, Boston, MA
| | - Nikhil Wagle
- Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA
| | - Daniel A. Haber
- Massachusetts General Hospital Cancer Center, Harvard Medical School, Boston, MA
- Howard Hughes Medical Institute, Chevy Chase, MD
| | - Aditya Bardia
- Massachusetts General Hospital Cancer Center, Harvard Medical School, Boston, MA
| | - Seth A. Wander
- Massachusetts General Hospital Cancer Center, Harvard Medical School, Boston, MA
- Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA
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Matsuda S, Revandkar A, Dubash TD, Ravi A, Wittner BS, Lin M, Morris R, Burr R, Guo H, Seeger K, Szabolcs A, Che D, Nieman L, Getz GA, Ting DT, Lawrence MS, Gainor J, Haber DA, Maheswaran S. TGF-β in the microenvironment induces a physiologically occurring immune-suppressive senescent state. Cell Rep 2023; 42:112129. [PMID: 36821441 PMCID: PMC10187541 DOI: 10.1016/j.celrep.2023.112129] [Citation(s) in RCA: 8] [Impact Index Per Article: 8.0] [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: 06/19/2022] [Revised: 12/06/2022] [Accepted: 01/31/2023] [Indexed: 02/24/2023] Open
Abstract
TGF-β induces senescence in embryonic tissues. Whether TGF-β in the hypoxic tumor microenvironment (TME) induces senescence in cancer and how the ensuing senescence-associated secretory phenotype (SASP) remodels the cellular TME to influence immune checkpoint inhibitor (ICI) responses are unknown. We show that TGF-β induces a deeper senescent state under hypoxia than under normoxia; deep senescence correlates with the degree of E2F suppression and is marked by multinucleation, reduced reentry into proliferation, and a distinct 14-gene SASP. Suppressing TGF-β signaling in tumors in an immunocompetent mouse lung cancer model abrogates endogenous senescent cells and suppresses the 14-gene SASP and immune infiltration. Untreated human lung cancers with a high 14-gene SASP display immunosuppressive immune infiltration. In a lung cancer clinical trial of ICIs, elevated 14-gene SASP is associated with increased senescence, TGF-β and hypoxia signaling, and poor progression-free survival. Thus, TME-induced senescence may represent a naturally occurring state in cancer, contributing to an immune-suppressive phenotype associated with immune therapy resistance.
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Affiliation(s)
- Satoru Matsuda
- Center for Cancer Research, Massachusetts General Hospital, Harvard Medical School, Charlestown, MA 02129, USA
| | - Ajinkya Revandkar
- Center for Cancer Research, Massachusetts General Hospital, Harvard Medical School, Charlestown, MA 02129, USA
| | - Taronish D Dubash
- Center for Cancer Research, Massachusetts General Hospital, Harvard Medical School, Charlestown, MA 02129, USA
| | - Arvind Ravi
- Broad Institute of Massachusetts Institute of Technology (MIT) and Harvard University, Cambridge, MA 02139, USA; Lank Center for Genitourinary Oncology, Dana-Farber Cancer Institute, Boston, MA 02215, USA
| | - Ben S Wittner
- Center for Cancer Research, Massachusetts General Hospital, Harvard Medical School, Charlestown, MA 02129, USA
| | - Maoxuan Lin
- Center for Cancer Research, Massachusetts General Hospital, Harvard Medical School, Charlestown, MA 02129, USA
| | - Robert Morris
- Center for Cancer Research, Massachusetts General Hospital, Harvard Medical School, Charlestown, MA 02129, USA
| | - Risa Burr
- Center for Cancer Research, Massachusetts General Hospital, Harvard Medical School, Charlestown, MA 02129, USA
| | - Hongshan Guo
- Center for Cancer Research, Massachusetts General Hospital, Harvard Medical School, Charlestown, MA 02129, USA
| | - Karsen Seeger
- Center for Cancer Research, Massachusetts General Hospital, Harvard Medical School, Charlestown, MA 02129, USA
| | - Annamaria Szabolcs
- Center for Cancer Research, Massachusetts General Hospital, Harvard Medical School, Charlestown, MA 02129, USA
| | - Dante Che
- Center for Cancer Research, Massachusetts General Hospital, Harvard Medical School, Charlestown, MA 02129, USA
| | - Linda Nieman
- Center for Cancer Research, Massachusetts General Hospital, Harvard Medical School, Charlestown, MA 02129, USA
| | - Gad A Getz
- Center for Cancer Research, Massachusetts General Hospital, Harvard Medical School, Charlestown, MA 02129, USA; Department of Pathology, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02114, USA
| | - David T Ting
- Center for Cancer Research, Massachusetts General Hospital, Harvard Medical School, Charlestown, MA 02129, USA; Department of Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02114, USA
| | - Michael S Lawrence
- Center for Cancer Research, Massachusetts General Hospital, Harvard Medical School, Charlestown, MA 02129, USA
| | - Justin Gainor
- Center for Cancer Research, Massachusetts General Hospital, Harvard Medical School, Charlestown, MA 02129, USA; Department of Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02114, USA.
| | - Daniel A Haber
- Center for Cancer Research, Massachusetts General Hospital, Harvard Medical School, Charlestown, MA 02129, USA; Department of Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02114, USA; Howard Hughes Medical Institute, Bethesda, MD 20815, USA.
| | - Shyamala Maheswaran
- Center for Cancer Research, Massachusetts General Hospital, Harvard Medical School, Charlestown, MA 02129, USA; Department of Surgery, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02114, USA.
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4
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Karabacak NM, Zheng Y, Dubash TD, Burr R, Micalizzi DS, Wittner BS, Lin M, Wiley DF, Comaills V, Emmons E, Niederhoffer KL, Ho U, Ukleja J, Che D, Stowe H, Nieman LT, Haas W, Stott SL, Lawrence MS, Ting DT, Miyamoto DT, Haber DA, Toner M, Maheswaran S. Differential kinase activity across prostate tumor compartments defines sensitivity to target inhibition. Cancer Res 2022; 82:1084-1097. [DOI: 10.1158/0008-5472.can-21-2609] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2021] [Revised: 11/03/2021] [Accepted: 01/12/2022] [Indexed: 11/16/2022]
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5
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Guo H, Golczer G, Wittner BS, Langenbucher A, Zachariah M, Dubash TD, Hong X, Comaills V, Burr R, Ebright RY, Horwitz E, Vuille JA, Hajizadeh S, Wiley DF, Reeves BA, Zhang JM, Niederhoffer KL, Lu C, Wesley B, Ho U, Nieman LT, Toner M, Vasudevan S, Zou L, Mostoslavsky R, Maheswaran S, Lawrence MS, Haber DA. NR4A1 regulates expression of immediate early genes, suppressing replication stress in cancer. Mol Cell 2021; 81:4041-4058.e15. [PMID: 34624217 PMCID: PMC8549465 DOI: 10.1016/j.molcel.2021.09.016] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [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: 05/18/2021] [Revised: 06/23/2021] [Accepted: 09/12/2021] [Indexed: 01/14/2023]
Abstract
Deregulation of oncogenic signals in cancer triggers replication stress. Immediate early genes (IEGs) are rapidly and transiently expressed following stressful signals, contributing to an integrated response. Here, we find that the orphan nuclear receptor NR4A1 localizes across the gene body and 3' UTR of IEGs, where it inhibits transcriptional elongation by RNA Pol II, generating R-loops and accessible chromatin domains. Acute replication stress causes immediate dissociation of NR4A1 and a burst of transcriptionally poised IEG expression. Ectopic expression of NR4A1 enhances tumorigenesis by breast cancer cells, while its deletion leads to massive chromosomal instability and proliferative failure, driven by deregulated expression of its IEG target, FOS. Approximately half of breast and other primary cancers exhibit accessible chromatin domains at IEG gene bodies, consistent with this stress-regulatory pathway. Cancers that have retained this mechanism in adapting to oncogenic replication stress may be dependent on NR4A1 for their proliferation.
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MESH Headings
- 3' Untranslated Regions
- Animals
- Antineoplastic Agents/pharmacology
- Binding Sites
- Breast Neoplasms/drug therapy
- Breast Neoplasms/genetics
- Breast Neoplasms/metabolism
- Breast Neoplasms/pathology
- Cell Proliferation/drug effects
- Chromatin Assembly and Disassembly
- Female
- Gene Expression Regulation, Neoplastic
- Genomic Instability
- HEK293 Cells
- Humans
- Immediate-Early Proteins/genetics
- Immediate-Early Proteins/metabolism
- Indoles/pharmacology
- MCF-7 Cells
- Mice, Inbred NOD
- Mice, SCID
- Mitosis/drug effects
- Neoplastic Cells, Circulating/drug effects
- Neoplastic Cells, Circulating/metabolism
- Neoplastic Cells, Circulating/pathology
- Nuclear Receptor Subfamily 4, Group A, Member 1/antagonists & inhibitors
- Nuclear Receptor Subfamily 4, Group A, Member 1/genetics
- Nuclear Receptor Subfamily 4, Group A, Member 1/metabolism
- Phenylacetates/pharmacology
- Proto-Oncogene Proteins c-fos/genetics
- Proto-Oncogene Proteins c-fos/metabolism
- R-Loop Structures
- RNA Polymerase II/genetics
- RNA Polymerase II/metabolism
- Signal Transduction
- Transcription Elongation, Genetic
- Tumor Cells, Cultured
- Xenograft Model Antitumor Assays
- Mice
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Affiliation(s)
- Hongshan Guo
- Massachusetts General Hospital Cancer Center, Boston, MA, USA; Howard Hughes Medical Institute, Chevy Chase, MD 20815, USA
| | - Gabriel Golczer
- Massachusetts General Hospital Cancer Center, Boston, MA, USA
| | - Ben S Wittner
- Massachusetts General Hospital Cancer Center, Boston, MA, USA
| | | | | | | | - Xin Hong
- Massachusetts General Hospital Cancer Center, Boston, MA, USA; Howard Hughes Medical Institute, Chevy Chase, MD 20815, USA
| | | | - Risa Burr
- Massachusetts General Hospital Cancer Center, Boston, MA, USA; Howard Hughes Medical Institute, Chevy Chase, MD 20815, USA
| | | | - Elad Horwitz
- Massachusetts General Hospital Cancer Center, Boston, MA, USA
| | - Joanna A Vuille
- Massachusetts General Hospital Cancer Center, Boston, MA, USA
| | | | - Devon F Wiley
- Massachusetts General Hospital Cancer Center, Boston, MA, USA
| | | | - Jia-Min Zhang
- Massachusetts General Hospital Cancer Center, Boston, MA, USA
| | | | - Chenyue Lu
- Massachusetts General Hospital Cancer Center, Boston, MA, USA
| | - Benjamin Wesley
- Massachusetts General Hospital Cancer Center, Boston, MA, USA
| | - Uyen Ho
- Massachusetts General Hospital Cancer Center, Boston, MA, USA
| | - Linda T Nieman
- Massachusetts General Hospital Cancer Center, Boston, MA, USA
| | - Mehmet Toner
- Center for Bioengineering in Medicine and Shriners Hospital, Harvard Medical School, Boston, MA 02114, USA; Department of Surgery, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02114, USA
| | - Shobha Vasudevan
- Massachusetts General Hospital Cancer Center, Boston, MA, USA; Department of Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02114, USA
| | - Lee Zou
- Massachusetts General Hospital Cancer Center, Boston, MA, USA; Department of Pathology, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02114, USA
| | - Raul Mostoslavsky
- Massachusetts General Hospital Cancer Center, Boston, MA, USA; Department of Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02114, USA
| | - Shyamala Maheswaran
- Massachusetts General Hospital Cancer Center, Boston, MA, USA; Department of Surgery, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02114, USA.
| | - Michael S Lawrence
- Massachusetts General Hospital Cancer Center, Boston, MA, USA; Department of Pathology, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02114, USA.
| | - Daniel A Haber
- Massachusetts General Hospital Cancer Center, Boston, MA, USA; Howard Hughes Medical Institute, Chevy Chase, MD 20815, USA; Department of Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02114, USA.
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6
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Laaber K, Dubash TD, Melzer AM, Christiansen T, Ha N, Brors B, Schneider M, Herbst F, Glimm H, Ball CR. Abstract 2852: A gene activating in vivo screen identifies EBAG9 as novel metastasis regulator in human colorectal cancer. Cancer Res 2021. [DOI: 10.1158/1538-7445.am2021-2852] [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
As colorectal cancer (CRC) mortality remains high due to metastatic spread in patients with advanced disease stages, we here aimed at identifying novel metastasis regulators in CRC and at understanding their mechanism of action. In CRC, tumor progression and metastasis formation are driven by cells that possess tumor-initiating cell (TIC) activity. We therefore employed a collection of primary patient-derived CRC tumor spheroid cultures (TSC) that are enriched for cells with TIC activity to perform a gene activating in vivo screen, intending to identify genes that enhance metastasis formation. To this end, TSC (n=4) were transduced with a lentiviral trapping vector that integrates into the genome and thereby drives the overexpression of genes located in the vicinity of the integration site (IS). Transduced TSC were then serially transplanted under the kidney capsule of immunodeficient mice (NSG) and monitored for the induction of metastasis formation. Analysis of lentiviral IS by linear amplification-mediated (LAM)-PCR revealed an enrichment of an IS within the gene locus of Estrogen Receptor Binding Site Associated Antigen 9 (EBAG9) in metastases. RNA sequencing confirmed the trapping vector mediated upregulation of a truncated version of the EBAG9 gene (exon 5-7), which strongly suggested a contribution of EBAG9 to metastatic spread. To validate these findings, both the truncated (TR) as well as the physiologically occurring full length (FL) EBAG9 gene were overexpressed in TSC (n=4) and serially transplanted into NSG mice. In addition to an augmentation in metastasis upon EBAG9 overexpression compared to controls (FL: 1.4-fold, TR: 2.4-fold), we also detected the occurrence of lymphogenous metastases when EBAG9 levels were increased, indicating that EBAG9 not only contributes to metastatic spread but also modulates tropism. To further characterize the underlying processes, global gene and protein expression analyses were performed in primary TSC as well as in the CRC cell line DLD1. Compared to control transduced cells, EBAG9 overexpression induced expression changes in cell adhesion and microtubule molecules, which led us to investigate cell migration and adhesion as potential contributing mechanisms to metastasis formation. We here observed an increase both in cell migration as well as in adhesion to the extracellular matrix protein collagen I upon EBAG9 overexpression in DLD1. Interestingly, DLD1 adhesion to lymphatic endothelial cells was significantly higher in EBAG9 FL (p=0.008) and EBAG9 TR (p=0.016) overexpressing cells, underscoring the role of EBAG9 in tropism modulation. In summary, we here identified EBAG9 as novel metastasis regulator in CRC which will not only contribute to a better mechanistic understanding of metastatic spread but also to the development of novel future strategies for preventing and targeting advanced disease stages.
Citation Format: Karin Laaber, Taronish D. Dubash, Anna Maria Melzer, Tania Christiansen, Nati Ha, Benedikt Brors, Martin Schneider, Friederike Herbst, Hanno Glimm, Claudia R. Ball. A gene activating in vivo screen identifies EBAG9 as novel metastasis regulator in human colorectal cancer [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2021; 2021 Apr 10-15 and May 17-21. Philadelphia (PA): AACR; Cancer Res 2021;81(13_Suppl):Abstract nr 2852.
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Affiliation(s)
- Karin Laaber
- 1National Center for Tumor Diseases (NCT) and German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Taronish D. Dubash
- 1National Center for Tumor Diseases (NCT) and German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Anna Maria Melzer
- 1National Center for Tumor Diseases (NCT) and German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Tania Christiansen
- 1National Center for Tumor Diseases (NCT) and German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Nati Ha
- 1National Center for Tumor Diseases (NCT) and German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Benedikt Brors
- 1National Center for Tumor Diseases (NCT) and German Cancer Research Center (DKFZ), Heidelberg, Germany
| | | | - Friederike Herbst
- 1National Center for Tumor Diseases (NCT) and German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Hanno Glimm
- 3National Center for Tumor Diseases (NCT) and German Cancer Research Center (DKFZ), Dresden, Germany
| | - Claudia R. Ball
- 3National Center for Tumor Diseases (NCT) and German Cancer Research Center (DKFZ), Dresden, Germany
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7
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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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8
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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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9
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Edd JF, Mishra A, Dubash TD, Herrera S, Mohammad R, Williams EK, Hong X, Mutlu BR, Walsh JR, Machado de Carvalho F, Aldikacti B, Nieman LT, Stott SL, Kapur R, Maheswaran S, Haber DA, Toner M. Microfluidic concentration and separation of circulating tumor cell clusters from large blood volumes. Lab Chip 2020; 20:558-567. [PMID: 31934715 PMCID: PMC7469923 DOI: 10.1039/c9lc01122f] [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] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/11/2023]
Abstract
Circulating tumor cells (CTCs) are extremely rare in the blood, yet they account for metastasis. Notably, it was reported that CTC clusters (CTCCs) can be 50-100 times more metastatic than single CTCs, making them particularly salient as a liquid biopsy target. Yet they can split apart and are even rarer, complicating their recovery. Isolation by filtration risks loss when clusters squeeze through filter pores over time, and release of captured clusters can be difficult. Deterministic lateral displacement is continuous but requires channels not much larger than clusters, leading to clogging. Spiral inertial focusing requires large blood dilution factors (or lysis). Here, we report a microfluidic chip that continuously isolates untouched CTC clusters from large volumes of minimally (or undiluted) whole blood. An array of 100 μm-wide channels first concentrates clusters in the blood, and then a similar array transfers them into a small volume of buffer. The microscope-slide-sized PDMS device isolates individually-spiked CTC clusters from >30 mL per hour of whole blood with 80% efficiency into enumeration (fluorescence imaging), and on-chip yield approaches 100% (high speed video). Median blood cell removal (in base-10 logs) is 4.2 for leukocytes, 5.5 for red blood cells, and 4.9 for platelets, leaving less than 0.01% of leukocytes alongside CTC clusters in the product. We also demonstrate that cluster configurations are preserved. Gentle, high throughput concentration and separation of circulating tumor cell clusters from large blood volumes will enable cluster-specific diagnostics and speed the generation of patient-specific CTC cluster lines.
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Affiliation(s)
- Jon F Edd
- BioMEMS Resource Center, Center for Engineering in Medicine and Surgical Services, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts 02114, USA. and Cancer Center, Massachusetts General Hospital, Boston, Massachusetts 02114, USA
| | - Avanish Mishra
- BioMEMS Resource Center, Center for Engineering in Medicine and Surgical Services, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts 02114, USA.
| | - Taronish D Dubash
- Cancer Center, Massachusetts General Hospital, Boston, Massachusetts 02114, USA and Harvard Medical School, Boston, MA 02115, USA
| | - Stefan Herrera
- BioMEMS Resource Center, Center for Engineering in Medicine and Surgical Services, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts 02114, USA.
| | - Ridhwan Mohammad
- BioMEMS Resource Center, Center for Engineering in Medicine and Surgical Services, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts 02114, USA.
| | - E Kendall Williams
- BioMEMS Resource Center, Center for Engineering in Medicine and Surgical Services, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts 02114, USA.
| | - Xin Hong
- Cancer Center, Massachusetts General Hospital, Boston, Massachusetts 02114, USA
| | - Baris R Mutlu
- BioMEMS Resource Center, Center for Engineering in Medicine and Surgical Services, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts 02114, USA.
| | - John R Walsh
- BioMEMS Resource Center, Center for Engineering in Medicine and Surgical Services, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts 02114, USA. and Cancer Center, Massachusetts General Hospital, Boston, Massachusetts 02114, USA
| | | | - Berent Aldikacti
- BioMEMS Resource Center, Center for Engineering in Medicine and Surgical Services, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts 02114, USA. and Cancer Center, Massachusetts General Hospital, Boston, Massachusetts 02114, USA
| | - Linda T Nieman
- Cancer Center, Massachusetts General Hospital, Boston, Massachusetts 02114, USA
| | - Shannon L Stott
- BioMEMS Resource Center, Center for Engineering in Medicine and Surgical Services, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts 02114, USA. and Cancer Center, Massachusetts General Hospital, Boston, Massachusetts 02114, USA and Harvard Medical School, Boston, MA 02115, USA
| | - Ravi Kapur
- MicroMedicine, Inc., Waltham, MA 02451, USA
| | - Shyamala Maheswaran
- Cancer Center, Massachusetts General Hospital, Boston, Massachusetts 02114, USA and Harvard Medical School, Boston, MA 02115, USA
| | - Daniel A Haber
- Cancer Center, Massachusetts General Hospital, Boston, Massachusetts 02114, USA and Harvard Medical School, Boston, MA 02115, USA and Howard Hughes Medical Institute, Bethesda, MD 20815, USA
| | - Mehmet Toner
- BioMEMS Resource Center, Center for Engineering in Medicine and Surgical Services, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts 02114, USA. and Shriners Hospitals for Children, Boston, Massachusetts 02114, USA
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10
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Weber S, Koschade SE, Hoffmann CM, Dubash TD, Giessler KM, Dieter SM, Herbst F, Glimm H, Ball CR. The notch target gene HEYL modulates metastasis forming capacity of colorectal cancer patient-derived spheroid cells in vivo. BMC Cancer 2019; 19:1181. [PMID: 31796022 PMCID: PMC6892194 DOI: 10.1186/s12885-019-6396-4] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [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: 08/21/2019] [Accepted: 11/22/2019] [Indexed: 02/08/2023] Open
Abstract
BACKGROUND While colorectal cancer (CRC) patients with localized disease have a favorable prognosis, the five-year-survival rate in patients with distant spread is still below 15%. Hence, a detailed understanding of the mechanisms regulating metastasis formation is essential to develop therapeutic strategies targeting metastasized CRC. The notch pathway has been shown to be involved in the metastatic spread of various tumor entities; however, the impact of its target gene HEYL remains unclear so far. METHODS In this study, we functionally assessed the association between high HEYL expression and metastasis formation in human CRC. Therefore, we lentivirally overexpressed HEYL in two human patient-derived CRC cultures differing in their spontaneous metastasizing capacity and analyzed metastasis formation as well as tumor cell dissemination into the bone marrow after xenotransplantation into NOD.Cg-Prkdcscid Il2rgtm1Wjl/SzJ (NSG) mice. RESULTS HEYL overexpression decreased tumor cell dissemination and the absolute numbers of formed metastases in a sub-renal capsular spontaneous metastasis formation model, addressing all steps of the metastatic cascade. In contrast, metastatic capacity was not decreased following intrasplenic xenotransplantation where the cells are placed directly into the blood circulation. CONCLUSION These results suggest that HEYL negatively regulates metastasis formation in vivo presumably by inhibiting intravasation of metastasis-initiating cells.
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Affiliation(s)
- Sarah Weber
- Translational Functional Cancer Genomics, National Center for Tumor Diseases (NCT) and German Cancer Research Center (DKFZ), Heidelberg, Germany.,German Cancer Consortium (DKTK) Frankfurt am Main, Frankfurt am Main, Germany.,Department of Hematology and Oncology, University Hospital Frankfurt, Frankfurt am Main, Germany
| | - Sebastian E Koschade
- German Cancer Consortium (DKTK) Frankfurt am Main, Frankfurt am Main, Germany.,Department of Hematology and Oncology, University Hospital Frankfurt, Frankfurt am Main, Germany
| | - Christopher M Hoffmann
- Translational Functional Cancer Genomics, National Center for Tumor Diseases (NCT) and German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Taronish D Dubash
- Translational Functional Cancer Genomics, National Center for Tumor Diseases (NCT) and German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Klara M Giessler
- Translational Functional Cancer Genomics, National Center for Tumor Diseases (NCT) and German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Sebastian M Dieter
- Translational Functional Cancer Genomics, National Center for Tumor Diseases (NCT) and German Cancer Research Center (DKFZ), Heidelberg, Germany.,Department of Translational Medical Oncology, National Center for Tumor Diseases (NCT) Dresden and German Cancer Research Center (DKFZ), Dresden, Germany
| | - Friederike Herbst
- Translational Functional Cancer Genomics, National Center for Tumor Diseases (NCT) and German Cancer Research Center (DKFZ), Heidelberg, Germany.,Department of Translational Medical Oncology, National Center for Tumor Diseases (NCT) Dresden and German Cancer Research Center (DKFZ), Dresden, Germany
| | - Hanno Glimm
- Translational Functional Cancer Genomics, National Center for Tumor Diseases (NCT) and German Cancer Research Center (DKFZ), Heidelberg, Germany.,Department of Translational Medical Oncology, National Center for Tumor Diseases (NCT) Dresden and German Cancer Research Center (DKFZ), Dresden, Germany.,Center for Personalized Oncology, University Hospital Carl Gustav Carus Dresden at TU Dresden, Dresden, Germany.,German Cancer Consortium (DKTK) Dresden, Dresden, Germany
| | - Claudia R Ball
- Translational Functional Cancer Genomics, National Center for Tumor Diseases (NCT) and German Cancer Research Center (DKFZ), Heidelberg, Germany. .,Department of Translational Medical Oncology, National Center for Tumor Diseases (NCT) Dresden and German Cancer Research Center (DKFZ), Dresden, Germany. .,Center for Personalized Oncology, University Hospital Carl Gustav Carus Dresden at TU Dresden, Dresden, Germany.
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11
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Farago AF, Yeap BY, Stanzione M, Hung YP, Heist RS, Marcoux JP, Zhong J, Rangachari D, Barbie DA, Phat S, Myers DT, Morris R, Kem M, Dubash TD, Kennedy EA, Digumarthy SR, Sequist LV, Hata AN, Maheswaran S, Haber DA, Lawrence MS, Shaw AT, Mino-Kenudson M, Dyson NJ, Drapkin BJ. Combination Olaparib and Temozolomide in Relapsed Small-Cell Lung Cancer. Cancer Discov 2019; 9:1372-1387. [PMID: 31416802 PMCID: PMC7319046 DOI: 10.1158/2159-8290.cd-19-0582] [Citation(s) in RCA: 137] [Impact Index Per Article: 27.4] [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: 05/20/2019] [Revised: 07/05/2019] [Accepted: 07/19/2019] [Indexed: 12/12/2022]
Abstract
Small-cell lung cancer (SCLC) is an aggressive malignancy in which inhibitors of PARP have modest single-agent activity. We performed a phase I/II trial of combination olaparib tablets and temozolomide (OT) in patients with previously treated SCLC. We established a recommended phase II dose of olaparib 200 mg orally twice daily with temozolomide 75 mg/m2 daily, both on days 1 to 7 of a 21-day cycle, and expanded to a total of 50 patients. The confirmed overall response rate was 41.7% (20/48 evaluable); median progression-free survival was 4.2 months [95% confidence interval (CI), 2.8-5.7]; and median overall survival was 8.5 months (95% CI, 5.1-11.3). Patient-derived xenografts (PDX) from trial patients recapitulated clinical OT responses, enabling a 32-PDX coclinical trial. This revealed a correlation between low basal expression of inflammatory-response genes and cross-resistance to both OT and standard first-line chemotherapy (etoposide/platinum). These results demonstrate a promising new therapeutic strategy in SCLC and uncover a molecular signature of those tumors most likely to respond. SIGNIFICANCE: We demonstrate substantial clinical activity of combination olaparib/temozolomide in relapsed SCLC, revealing a promising new therapeutic strategy for this highly recalcitrant malignancy. Through an integrated coclinical trial in PDXs, we then identify a molecular signature predictive of response to OT, and describe the common molecular features of cross-resistant SCLC.See related commentary by Pacheco and Byers, p. 1340.This article is highlighted in the In This Issue feature, p. 1325.
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Affiliation(s)
- Anna F Farago
- Massachusetts General Hospital Cancer Center, Boston, Massachusetts.
- Dana-Farber Cancer Center, Boston, Massachusetts
| | - Beow Y Yeap
- Massachusetts General Hospital Cancer Center, Boston, Massachusetts
- Dana-Farber Cancer Center, Boston, Massachusetts
| | | | - Yin P Hung
- Massachusetts General Hospital Cancer Center, Boston, Massachusetts
- Dana-Farber Cancer Center, Boston, Massachusetts
| | - Rebecca S Heist
- Massachusetts General Hospital Cancer Center, Boston, Massachusetts
- Dana-Farber Cancer Center, Boston, Massachusetts
| | - J Paul Marcoux
- Dana-Farber Cancer Center, Boston, Massachusetts
- Beth Israel Deaconess Medical Center, Boston, Massachusetts
| | - Jun Zhong
- Massachusetts General Hospital Cancer Center, Boston, Massachusetts
| | - Deepa Rangachari
- Dana-Farber Cancer Center, Boston, Massachusetts
- Department of Radiology, Massachusetts General Hospital, Boston, Massachusetts
| | - David A Barbie
- Dana-Farber Cancer Center, Boston, Massachusetts
- Beth Israel Deaconess Medical Center, Boston, Massachusetts
| | - Sarah Phat
- Massachusetts General Hospital Cancer Center, Boston, Massachusetts
| | - David T Myers
- Massachusetts General Hospital Cancer Center, Boston, Massachusetts
| | - Robert Morris
- Massachusetts General Hospital Cancer Center, Boston, Massachusetts
| | - Marina Kem
- Massachusetts General Hospital Cancer Center, Boston, Massachusetts
| | | | | | - Subba R Digumarthy
- Dana-Farber Cancer Center, Boston, Massachusetts
- Howard Hughes Medical Institute, Bethesda, Maryland
| | - Lecia V Sequist
- Massachusetts General Hospital Cancer Center, Boston, Massachusetts
- Dana-Farber Cancer Center, Boston, Massachusetts
| | - Aaron N Hata
- Massachusetts General Hospital Cancer Center, Boston, Massachusetts
- Dana-Farber Cancer Center, Boston, Massachusetts
| | - Shyamala Maheswaran
- Massachusetts General Hospital Cancer Center, Boston, Massachusetts
- Dana-Farber Cancer Center, Boston, Massachusetts
| | - Daniel A Haber
- Massachusetts General Hospital Cancer Center, Boston, Massachusetts
- Dana-Farber Cancer Center, Boston, Massachusetts
- Harvard Medical School, Boston, Massachusetts
| | - Michael S Lawrence
- Massachusetts General Hospital Cancer Center, Boston, Massachusetts
- Dana-Farber Cancer Center, Boston, Massachusetts
| | - Alice T Shaw
- Massachusetts General Hospital Cancer Center, Boston, Massachusetts
- Dana-Farber Cancer Center, Boston, Massachusetts
| | - Mari Mino-Kenudson
- Massachusetts General Hospital Cancer Center, Boston, Massachusetts
- Dana-Farber Cancer Center, Boston, Massachusetts
| | - Nicholas J Dyson
- Massachusetts General Hospital Cancer Center, Boston, Massachusetts
- Dana-Farber Cancer Center, Boston, Massachusetts
| | - Benjamin J Drapkin
- Massachusetts General Hospital Cancer Center, Boston, Massachusetts.
- Dana-Farber Cancer Center, Boston, Massachusetts
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12
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Medford AJ, Dubash TD, Juric D, Spring L, Niemierko A, Vidula N, Peppercorn J, Isakoff S, Reeves BA, LiCausi JA, Wesley B, Malvarosa G, Yuen M, Wittner BS, Lawrence MS, Iafrate AJ, Ellisen L, Moy B, Toner M, Maheswaran S, Haber DA, Bardia A. Blood-based monitoring identifies acquired and targetable driver HER2 mutations in endocrine-resistant metastatic breast cancer. NPJ Precis Oncol 2019; 3:18. [PMID: 31341951 PMCID: PMC6635494 DOI: 10.1038/s41698-019-0090-5] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [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: 01/21/2019] [Accepted: 06/13/2019] [Indexed: 01/25/2023] Open
Abstract
Plasma genotyping identifies potentially actionable mutations at variable mutant allele frequencies, often admixed with multiple subclonal variants, highlighting the need for their clinical and functional validation. We prospectively monitored plasma genotypes in 143 women with endocrine-resistant metastatic breast cancer (MBC), identifying multiple novel mutations including HER2 mutations (8.4%), albeit at different frequencies highlighting clinical heterogeneity. To evaluate functional significance, we established ex vivo culture from circulating tumor cells (CTCs) from a patient with HER2-mutant MBC, which revealed resistance to multiple targeted therapies including endocrine and CDK 4/6 inhibitors, but high sensitivity to neratinib (IC50: 0.018 μM). Immunoblotting analysis of the HER2-mutant CTC culture line revealed high levels of HER2 expression at baseline were suppressed by neratinib, which also abrogated downstream signaling, highlighting oncogenic dependency with HER2 mutation. Furthermore, treatment of an index patient with HER2-mutant MBC with the irreversible HER2 inhibitor neratinib resulted in significant clinical response, with complete molecular resolution of two distinct clonal HER2 mutations, with persistence of other passenger subclones, confirming HER2 alteration as a driver mutation. Thus, driver HER2 mutant alleles that emerge during blood-based monitoring of endocrine-resistant MBC confer novel therapeutic vulnerability, and ex vivo expansion of viable CTCs from the blood circulation may broadly complement plasma-based mutational analysis in MBC.
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Affiliation(s)
- Arielle J. Medford
- Massachusetts General Hospital Cancer Center, Harvard Medical School, Charlestown, MA 02129 USA
- Department of Medicine, Massachusetts General Hospital and Harvard Medical School, Boston, MA 02114 USA
| | - Taronish D. Dubash
- Massachusetts General Hospital Cancer Center, Harvard Medical School, Charlestown, MA 02129 USA
| | - Dejan Juric
- Massachusetts General Hospital Cancer Center, Harvard Medical School, Charlestown, MA 02129 USA
| | - Laura Spring
- Massachusetts General Hospital Cancer Center, Harvard Medical School, Charlestown, MA 02129 USA
- Department of Medicine, Massachusetts General Hospital and Harvard Medical School, Boston, MA 02114 USA
| | - Andrzej Niemierko
- Massachusetts General Hospital Cancer Center, Harvard Medical School, Charlestown, MA 02129 USA
| | - Neelima Vidula
- Massachusetts General Hospital Cancer Center, Harvard Medical School, Charlestown, MA 02129 USA
- Department of Medicine, Massachusetts General Hospital and Harvard Medical School, Boston, MA 02114 USA
| | - Jeffrey Peppercorn
- Massachusetts General Hospital Cancer Center, Harvard Medical School, Charlestown, MA 02129 USA
- Department of Medicine, Massachusetts General Hospital and Harvard Medical School, Boston, MA 02114 USA
| | - Steven Isakoff
- Massachusetts General Hospital Cancer Center, Harvard Medical School, Charlestown, MA 02129 USA
- Department of Medicine, Massachusetts General Hospital and Harvard Medical School, Boston, MA 02114 USA
| | - Brittany A. Reeves
- Massachusetts General Hospital Cancer Center, Harvard Medical School, Charlestown, MA 02129 USA
| | - Joseph A. LiCausi
- Massachusetts General Hospital Cancer Center, Harvard Medical School, Charlestown, MA 02129 USA
| | - Benjamin Wesley
- Massachusetts General Hospital Cancer Center, Harvard Medical School, Charlestown, MA 02129 USA
| | - Giuliana Malvarosa
- Massachusetts General Hospital Cancer Center, Harvard Medical School, Charlestown, MA 02129 USA
| | - Megan Yuen
- Massachusetts General Hospital Cancer Center, Harvard Medical School, Charlestown, MA 02129 USA
| | - Ben S. Wittner
- Massachusetts General Hospital Cancer Center, Harvard Medical School, Charlestown, MA 02129 USA
| | - Michael S. Lawrence
- Massachusetts General Hospital Cancer Center, Harvard Medical School, Charlestown, MA 02129 USA
| | - A. John Iafrate
- Massachusetts General Hospital Cancer Center, Harvard Medical School, Charlestown, MA 02129 USA
- Department of Pathology, Massachusetts General Hospital and Harvard Medical School, Boston, MA 02114 USA
| | - Leif Ellisen
- Massachusetts General Hospital Cancer Center, Harvard Medical School, Charlestown, MA 02129 USA
- Department of Medicine, Massachusetts General Hospital and Harvard Medical School, Boston, MA 02114 USA
| | - Beverly Moy
- Massachusetts General Hospital Cancer Center, Harvard Medical School, Charlestown, MA 02129 USA
- Department of Medicine, Massachusetts General Hospital and Harvard Medical School, Boston, MA 02114 USA
| | - Mehmet Toner
- Department of Surgery, Massachusetts General Hospital and Harvard Medical School, Boston, MA 02114 USA
- Center for Bioengineering in Medicine, Massachusetts General Hospital and Shriner’s Hospital for Children, Boston, MA 02114 USA
| | - Shyamala Maheswaran
- Massachusetts General Hospital Cancer Center, Harvard Medical School, Charlestown, MA 02129 USA
- Department of Surgery, Massachusetts General Hospital and Harvard Medical School, Boston, MA 02114 USA
| | - Daniel A. Haber
- Massachusetts General Hospital Cancer Center, Harvard Medical School, Charlestown, MA 02129 USA
- Department of Medicine, Massachusetts General Hospital and Harvard Medical School, Boston, MA 02114 USA
- Howard Hughes Medical Institute, Bethesda, MD 20815 USA
| | - Aditya Bardia
- Massachusetts General Hospital Cancer Center, Harvard Medical School, Charlestown, MA 02129 USA
- Department of Medicine, Massachusetts General Hospital and Harvard Medical School, Boston, MA 02114 USA
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13
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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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14
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Ehrenberg KR, Gao J, Oppel F, Frank S, Kang N, Kindinger T, Dieter SM, Herbst F, Möhrmann L, Dubash TD, Schulz ER, Strakerjahn H, Giessler KM, Weber S, Oberlack A, Rief EM, Strobel O, Bergmann F, Lasitschka F, Weitz J, Glimm H, Ball CR. Systematic Generation of Patient-Derived Tumor Models in Pancreatic Cancer. Cells 2019; 8:E142. [PMID: 30744205 PMCID: PMC6406729 DOI: 10.3390/cells8020142] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2018] [Revised: 01/30/2019] [Accepted: 02/07/2019] [Indexed: 02/08/2023] Open
Abstract
In highly aggressive malignancies like pancreatic cancer (PC), patient-derived tumor models can serve as disease-relevant models to understand disease-related biology as well as to guide clinical decision-making. In this study, we describe a two-step protocol allowing systematic establishment of patient-derived primary cultures from PC patient tumors. Initial xenotransplantation of surgically resected patient tumors (n = 134) into immunodeficient mice allows for efficient in vivo expansion of vital tumor cells and successful tumor expansion in 38% of patient tumors (51/134). Expansion xenografts closely recapitulate the histoarchitecture of their matching patients' primary tumors. Digestion of xenograft tumors and subsequent in vitro cultivation resulted in the successful generation of semi-adherent PC cultures of pure epithelial cell origin in 43.1% of the cases. The established primary cultures include diverse pathological types of PC: Pancreatic ductal adenocarcinoma (86.3%, 19/22), adenosquamous carcinoma (9.1%, 2/22) and ductal adenocarcinoma with oncocytic IPMN (4.5%, 1/22). We here provide a protocol to establish quality-controlled PC patient-derived primary cell cultures from heterogeneous PC patient tumors. In vitro preclinical models provide the basis for the identification and preclinical assessment of novel therapeutic opportunities targeting pancreatic cancer.
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Affiliation(s)
- Karl Roland Ehrenberg
- Translational Functional Cancer Genomics, National Center for Tumor Diseases (NCT) Heidelberg and German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany; (K.R.E.); (J.G.); (F.O.); (S.F.); (N.K.); (T.K.); (S.M.D.); (F.H.); (T.D.D.); (E.R.S.); (H.S.); (K.M.G.); (S.W.); (A.O.); (E.-M.R.); (H.G.)
- Department of Medical Oncology, National Center for Tumor Diseases (NCT) Heidelberg, 69120 Heidelberg, Germany
| | - Jianpeng Gao
- Translational Functional Cancer Genomics, National Center for Tumor Diseases (NCT) Heidelberg and German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany; (K.R.E.); (J.G.); (F.O.); (S.F.); (N.K.); (T.K.); (S.M.D.); (F.H.); (T.D.D.); (E.R.S.); (H.S.); (K.M.G.); (S.W.); (A.O.); (E.-M.R.); (H.G.)
| | - Felix Oppel
- Translational Functional Cancer Genomics, National Center for Tumor Diseases (NCT) Heidelberg and German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany; (K.R.E.); (J.G.); (F.O.); (S.F.); (N.K.); (T.K.); (S.M.D.); (F.H.); (T.D.D.); (E.R.S.); (H.S.); (K.M.G.); (S.W.); (A.O.); (E.-M.R.); (H.G.)
| | - Stephanie Frank
- Translational Functional Cancer Genomics, National Center for Tumor Diseases (NCT) Heidelberg and German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany; (K.R.E.); (J.G.); (F.O.); (S.F.); (N.K.); (T.K.); (S.M.D.); (F.H.); (T.D.D.); (E.R.S.); (H.S.); (K.M.G.); (S.W.); (A.O.); (E.-M.R.); (H.G.)
| | - Na Kang
- Translational Functional Cancer Genomics, National Center for Tumor Diseases (NCT) Heidelberg and German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany; (K.R.E.); (J.G.); (F.O.); (S.F.); (N.K.); (T.K.); (S.M.D.); (F.H.); (T.D.D.); (E.R.S.); (H.S.); (K.M.G.); (S.W.); (A.O.); (E.-M.R.); (H.G.)
| | - Tim Kindinger
- Translational Functional Cancer Genomics, National Center for Tumor Diseases (NCT) Heidelberg and German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany; (K.R.E.); (J.G.); (F.O.); (S.F.); (N.K.); (T.K.); (S.M.D.); (F.H.); (T.D.D.); (E.R.S.); (H.S.); (K.M.G.); (S.W.); (A.O.); (E.-M.R.); (H.G.)
| | - Sebastian M. Dieter
- Translational Functional Cancer Genomics, National Center for Tumor Diseases (NCT) Heidelberg and German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany; (K.R.E.); (J.G.); (F.O.); (S.F.); (N.K.); (T.K.); (S.M.D.); (F.H.); (T.D.D.); (E.R.S.); (H.S.); (K.M.G.); (S.W.); (A.O.); (E.-M.R.); (H.G.)
- German Consortium for Translational Cancer Research (DKTK) Heidelberg, 69120 Heidelberg, Germany
| | - Friederike Herbst
- Translational Functional Cancer Genomics, National Center for Tumor Diseases (NCT) Heidelberg and German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany; (K.R.E.); (J.G.); (F.O.); (S.F.); (N.K.); (T.K.); (S.M.D.); (F.H.); (T.D.D.); (E.R.S.); (H.S.); (K.M.G.); (S.W.); (A.O.); (E.-M.R.); (H.G.)
| | - Lino Möhrmann
- Department of Translational Medical Oncology, National Center for Tumor Diseases (NCT) Dresden and German Cancer Research Center (DKFZ), 01309 Dresden, Germany;
- Center for Personalized Oncology, University Hospital Carl Gustav Carus Dresden at TU Dresden, 01307 Dresden, Germany
| | - Taronish D. Dubash
- Translational Functional Cancer Genomics, National Center for Tumor Diseases (NCT) Heidelberg and German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany; (K.R.E.); (J.G.); (F.O.); (S.F.); (N.K.); (T.K.); (S.M.D.); (F.H.); (T.D.D.); (E.R.S.); (H.S.); (K.M.G.); (S.W.); (A.O.); (E.-M.R.); (H.G.)
| | - Erik R. Schulz
- Translational Functional Cancer Genomics, National Center for Tumor Diseases (NCT) Heidelberg and German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany; (K.R.E.); (J.G.); (F.O.); (S.F.); (N.K.); (T.K.); (S.M.D.); (F.H.); (T.D.D.); (E.R.S.); (H.S.); (K.M.G.); (S.W.); (A.O.); (E.-M.R.); (H.G.)
| | - Hendrik Strakerjahn
- Translational Functional Cancer Genomics, National Center for Tumor Diseases (NCT) Heidelberg and German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany; (K.R.E.); (J.G.); (F.O.); (S.F.); (N.K.); (T.K.); (S.M.D.); (F.H.); (T.D.D.); (E.R.S.); (H.S.); (K.M.G.); (S.W.); (A.O.); (E.-M.R.); (H.G.)
| | - Klara M. Giessler
- Translational Functional Cancer Genomics, National Center for Tumor Diseases (NCT) Heidelberg and German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany; (K.R.E.); (J.G.); (F.O.); (S.F.); (N.K.); (T.K.); (S.M.D.); (F.H.); (T.D.D.); (E.R.S.); (H.S.); (K.M.G.); (S.W.); (A.O.); (E.-M.R.); (H.G.)
| | - Sarah Weber
- Translational Functional Cancer Genomics, National Center for Tumor Diseases (NCT) Heidelberg and German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany; (K.R.E.); (J.G.); (F.O.); (S.F.); (N.K.); (T.K.); (S.M.D.); (F.H.); (T.D.D.); (E.R.S.); (H.S.); (K.M.G.); (S.W.); (A.O.); (E.-M.R.); (H.G.)
| | - Ava Oberlack
- Translational Functional Cancer Genomics, National Center for Tumor Diseases (NCT) Heidelberg and German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany; (K.R.E.); (J.G.); (F.O.); (S.F.); (N.K.); (T.K.); (S.M.D.); (F.H.); (T.D.D.); (E.R.S.); (H.S.); (K.M.G.); (S.W.); (A.O.); (E.-M.R.); (H.G.)
| | - Eva-Maria Rief
- Translational Functional Cancer Genomics, National Center for Tumor Diseases (NCT) Heidelberg and German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany; (K.R.E.); (J.G.); (F.O.); (S.F.); (N.K.); (T.K.); (S.M.D.); (F.H.); (T.D.D.); (E.R.S.); (H.S.); (K.M.G.); (S.W.); (A.O.); (E.-M.R.); (H.G.)
| | - Oliver Strobel
- Department of General Surgery, Heidelberg University Hospital, 69120 Heidelberg, Germany;
| | - Frank Bergmann
- Institute of Pathology, Heidelberg University Hospital, 69120 Heidelberg, Germany; (F.B.); (F.L.)
| | - Felix Lasitschka
- Institute of Pathology, Heidelberg University Hospital, 69120 Heidelberg, Germany; (F.B.); (F.L.)
| | - Jürgen Weitz
- Department of Visceral, Thoracic and Vascular Surgery, University Hospital Carl Gustav Carus Dresden at TU Dresden, 01307 Dresden, Germany;
| | - Hanno Glimm
- Translational Functional Cancer Genomics, National Center for Tumor Diseases (NCT) Heidelberg and German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany; (K.R.E.); (J.G.); (F.O.); (S.F.); (N.K.); (T.K.); (S.M.D.); (F.H.); (T.D.D.); (E.R.S.); (H.S.); (K.M.G.); (S.W.); (A.O.); (E.-M.R.); (H.G.)
- Department of Translational Medical Oncology, National Center for Tumor Diseases (NCT) Dresden and German Cancer Research Center (DKFZ), 01309 Dresden, Germany;
- Center for Personalized Oncology, University Hospital Carl Gustav Carus Dresden at TU Dresden, 01307 Dresden, Germany
- German Consortium for Translational Cancer Research (DKTK) Dresden, 01307 Dresden, Germany
| | - Claudia R. Ball
- Department of Translational Medical Oncology, National Center for Tumor Diseases (NCT) Dresden and German Cancer Research Center (DKFZ), 01309 Dresden, Germany;
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15
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Ball CR, Oppel F, Ehrenberg KR, Dubash TD, Dieter SM, Hoffmann CM, Abel U, Herbst F, Koch M, Werner J, Bergmann F, Ishaque N, Schmidt M, von Kalle C, Scholl C, Fröhling S, Brors B, Weichert W, Weitz J, Glimm H. Succession of transiently active tumor-initiating cell clones in human pancreatic cancer xenografts. EMBO Mol Med 2018; 9:918-932. [PMID: 28526679 PMCID: PMC5494525 DOI: 10.15252/emmm.201607354] [Citation(s) in RCA: 32] [Impact Index Per Article: 5.3] [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] [Indexed: 01/05/2023] Open
Abstract
Although tumor-initiating cell (TIC) self-renewal has been postulated to be essential in progression and metastasis formation of human pancreatic adenocarcinoma (PDAC), clonal dynamics of TICs within PDAC tumors are yet unknown. Here, we show that long-term progression of PDAC in serial xenotransplantation is driven by a succession of transiently active TICs producing tumor cells in temporally restricted bursts. Clonal tracking of individual, genetically marked TICs revealed that individual tumors are generated by distinct sets of TICs with very little overlap between subsequent xenograft generations. An unexpected functional and phenotypic plasticity of pancreatic TICs in vivo underlies the recruitment of inactive TIC clones in serial xenografts. The observed clonal succession of TIC activity in serial xenotransplantation is in stark contrast to the continuous activity of limited numbers of self-renewing TICs within a fixed cellular hierarchy observed in other epithelial cancers and emphasizes the need to target TIC activation, rather than a fixed TIC population, in PDAC.
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Affiliation(s)
- Claudia R Ball
- Department of Translational Oncology, National Center for Tumor Diseases (NCT) and German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Felix Oppel
- Department of Translational Oncology, National Center for Tumor Diseases (NCT) and German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Karl Roland Ehrenberg
- Department of Translational Oncology, National Center for Tumor Diseases (NCT) and German Cancer Research Center (DKFZ), Heidelberg, Germany.,Department of Medical Oncology, National Center for Tumor Diseases (NCT), Heidelberg, Germany
| | - Taronish D Dubash
- Department of Translational Oncology, National Center for Tumor Diseases (NCT) and German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Sebastian M Dieter
- Department of Translational Oncology, National Center for Tumor Diseases (NCT) and German Cancer Research Center (DKFZ), Heidelberg, Germany.,German Cancer Consortium (DKTK), University of Heidelberg, Heidelberg, Germany
| | - Christopher M Hoffmann
- Department of Translational Oncology, National Center for Tumor Diseases (NCT) and German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Ulrich Abel
- Department of Translational Oncology, National Center for Tumor Diseases (NCT) and German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Friederike Herbst
- Department of Translational Oncology, National Center for Tumor Diseases (NCT) and German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Moritz Koch
- Department of General Surgery, University of Heidelberg, Heidelberg, Germany.,Department of Visceral, Thoracic and Vascular Surgery, University Hospital Dresden, Dresden, Germany
| | - Jens Werner
- Department of General Surgery, University of Heidelberg, Heidelberg, Germany.,Department of Surgery, University of Munich, Munich, Germany
| | - Frank Bergmann
- Institute of Pathology, University Hospital Heidelberg, Heidelberg, Germany
| | - Naveed Ishaque
- Division of Theoretical Bioinformatics, German Cancer Research Center (DKFZ), Heidelberg, Germany.,Heidelberg Center for Personalized Oncology, DKFZ-HIPO, DKFZ, Heidelberg, Germany
| | - Manfred Schmidt
- Department of Translational Oncology, National Center for Tumor Diseases (NCT) and German Cancer Research Center (DKFZ), Heidelberg, Germany.,German Cancer Consortium (DKTK), University of Heidelberg, Heidelberg, Germany
| | - Christof von Kalle
- Department of Translational Oncology, National Center for Tumor Diseases (NCT) and German Cancer Research Center (DKFZ), Heidelberg, Germany.,German Cancer Consortium (DKTK), University of Heidelberg, Heidelberg, Germany
| | - Claudia Scholl
- Department of Translational Oncology, National Center for Tumor Diseases (NCT) and German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Stefan Fröhling
- Department of Translational Oncology, National Center for Tumor Diseases (NCT) and German Cancer Research Center (DKFZ), Heidelberg, Germany.,German Cancer Consortium (DKTK), University of Heidelberg, Heidelberg, Germany.,Heidelberg University Hospital, Heidelberg, Germany
| | - Benedikt Brors
- Division of Theoretical Bioinformatics, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Wilko Weichert
- German Cancer Consortium (DKTK), University of Heidelberg, Heidelberg, Germany.,Institute of Pathology, University Hospital Heidelberg, Heidelberg, Germany
| | - Jürgen Weitz
- Department of General Surgery, University of Heidelberg, Heidelberg, Germany.,Department of Visceral, Thoracic and Vascular Surgery, University Hospital Dresden, Dresden, Germany
| | - Hanno Glimm
- Department of Translational Oncology, National Center for Tumor Diseases (NCT) and German Cancer Research Center (DKFZ), Heidelberg, Germany .,German Cancer Consortium (DKTK), University of Heidelberg, Heidelberg, Germany
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16
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Dubash TD, Siegl C, Dieter SM, Weischenfeldt J, Drainas AP, Schwarzmueller L, Oles M, Mardin B, Slabicki M, Wolfgang H, Schneider M, Korbel J, Glimm H, Ball CR. Abstract 2893: IGF2 is essential for tumor initiating cell activity in human colorectal cancer. Cancer Res 2017. [DOI: 10.1158/1538-7445.am2017-2893] [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
A small fraction of all cells within individual tumours from colorectal cancer (CRC) patients drives long term tumor growth and metastases in immune-compromised mice. Targeting these tumor-initiating cells (TIC) may improve the long-term outcome in advanced CRC. To identify candidate genes which drive proliferation and survival of TIC, we have performed a large scale high throughput loss of function shRNA screen in three-dimensional TIC enriched patient spheroids. Spheroids were transduced with the barcoded Cellecta decipher library comprising 27,500 shRNAs targeting 5043 genes associated with cell signaling pathways (Module 1). Two weeks later, cells were harvested for DNA isolation, barcode amplification and high-throughput barcode sequencing. Amongst others, we found 5/6 shRNAs targeting Insulin growth factor 2 (IGF2) scoring within a 20% depletion threshold, presenting depletion levels very similar to positive control shRNAs. mRNA expression profiling and qPCR analyses demonstrated low to moderate expression of the IGF2 gene product in the majority of patient spheroid cultures analyzed (n=17). In contrast, two out of 15 patient derived spheroid cultures analyzed demonstrated very pronounced IGF2 overexpression (>250 fold). Integrative SCNA profiling, expression and TAD profiling using the CESAM algorithm, followed by 4C Seq, demonstrated a tandem duplication of the IGF2 locus in these two patients which interrupts a IGF2 adjacent TAD boundary and results in de novo contact domain formation between the IGF2 promoter and a normally hidden distant super-enhancer. A dual luciferase reporter assay revealed that the hijacked enhancer is functionally active in human CRC cells and thereby may drive unphysiological IGF2 expression following enhancer hijacking. To assess the functional relevance of IGF2 tandem duplications, spheroids were transduced with RFP expressing lentiviral vectors encoding for 3 shRNAs targeting IGF2 as well as control shRNAs targeting EIF3A or scrambled shRNA. Strikingly, IGF2 knockdown led to a marked reduction of RFP+ cells in competitive proliferation assays and markedly reduced viability assessed by ATPlight assay. Moreover, IGF2 knockdown strongly reduced tumor formation following xenotransplantation into immune deficient NSG mice. These data demonstrate that IGF2 is required for survival, proliferation and tumor-initiation of primary human TIC enriched spheroids. Notably, oncogenic miRNA-483 is encoded within intron 8 of IGF2, however, its function in IGF2 locus tandem duplicated cells remains elusive. Understanding the mechanisms of IGF2 dependency and the role of miRNA-483 in this context will be essential for the future development of therapeutic approaches targeting IGF2 expression in this patient subset harbouring tandem-duplications of the IGF2 locus.
Citation Format: Taronish D. Dubash, Christine Siegl, Sebastian M. Dieter, Joachim Weischenfeldt, Alexandros P. Drainas, Laura Schwarzmueller, Malgorzata Oles, Balca Mardin, Mikolaj Slabicki, Huber Wolfgang, Martin Schneider, Jan Korbel, Hanno Glimm, Claudia R. Ball. IGF2 is essential for tumor initiating cell activity in human colorectal cancer [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2017; 2017 Apr 1-5; Washington, DC. Philadelphia (PA): AACR; Cancer Res 2017;77(13 Suppl):Abstract nr 2893. doi:10.1158/1538-7445.AM2017-2893
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Affiliation(s)
- Taronish D. Dubash
- 1National Ctr. for Tumor Diseases (NCT) and German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Christine Siegl
- 1National Ctr. for Tumor Diseases (NCT) and German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Sebastian M. Dieter
- 1National Ctr. for Tumor Diseases (NCT) and German Cancer Research Center (DKFZ), Heidelberg, Germany
| | | | | | - Laura Schwarzmueller
- 1National Ctr. for Tumor Diseases (NCT) and German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Malgorzata Oles
- 2European Molecular Biology Laboratory (EMBL), Heidelberg, Germany
| | - Balca Mardin
- 2European Molecular Biology Laboratory (EMBL), Heidelberg, Germany
| | - Mikolaj Slabicki
- 1National Ctr. for Tumor Diseases (NCT) and German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Huber Wolfgang
- 2European Molecular Biology Laboratory (EMBL), Heidelberg, Germany
| | | | - Jan Korbel
- 2European Molecular Biology Laboratory (EMBL), Heidelberg, Germany
| | - Hanno Glimm
- 1National Ctr. for Tumor Diseases (NCT) and German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Claudia R. Ball
- 1National Ctr. for Tumor Diseases (NCT) and German Cancer Research Center (DKFZ), Heidelberg, Germany
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17
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Dieter SM, Giessler KM, Kriegsmann M, Dubash TD, Möhrmann L, Schulz ER, Siegl C, Weber S, Strakerjahn H, Oberlack A, Heger U, Gao J, Hartinger EM, Oppel F, Hoffmann CM, Ha N, Brors B, Lasitschka F, Ulrich A, Strobel O, Schmidt M, von Kalle C, Schneider M, Weichert W, Ehrenberg KR, Glimm H, Ball CR. Patient-derived xenografts of gastrointestinal cancers are susceptible to rapid and delayed B-lymphoproliferation. Int J Cancer 2017; 140:1356-1363. [PMID: 27935045 DOI: 10.1002/ijc.30561] [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] [Subscribe] [Scholar Register] [Received: 06/30/2016] [Accepted: 11/28/2016] [Indexed: 12/14/2022]
Abstract
Patient-derived cancer xenografts (PDX) are widely used to identify and evaluate novel therapeutic targets, and to test therapeutic approaches in preclinical mouse avatar trials. Despite their widespread use, potential caveats of PDX models remain considerably underappreciated. Here, we demonstrate that EBV-associated B-lymphoproliferations frequently develop following xenotransplantation of human colorectal and pancreatic carcinomas in highly immunodeficient NOD.Cg-Prkdcscid Il2rgtm1Wjl /SzJ (NSG) mice (18/47 and 4/37 mice, respectively), and in derived cell cultures in vitro. Strikingly, even PDX with carcinoma histology can host scarce EBV-infected B-lymphocytes that can fully overgrow carcinoma cells during serial passaging in vitro and in vivo. As serial xenografting is crucial to expand primary tumor tissue for biobanks and cohorts for preclinical mouse avatar trials, the emerging dominance of B-lymphoproliferations in serial PDX represents a serious confounding factor in these models. Consequently, repeated phenotypic assessments of serial PDX are mandatory at each expansion step to verify "bona fide" carcinoma xenografts.
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Affiliation(s)
- Sebastian M Dieter
- Department of Translational Oncology, National Center for Tumor Diseases (NCT) Heidelberg and German Cancer Research Center (DKFZ), Heidelberg, Germany.,German Cancer Consortium (DKTK), Heidelberg, Germany
| | - Klara M Giessler
- Department of Translational Oncology, National Center for Tumor Diseases (NCT) Heidelberg and German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Mark Kriegsmann
- Institute of Pathology, Heidelberg University Hospital, Heidelberg, Germany
| | - Taronish D Dubash
- Department of Translational Oncology, National Center for Tumor Diseases (NCT) Heidelberg and German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Lino Möhrmann
- Department of Translational Oncology, National Center for Tumor Diseases (NCT) Heidelberg and German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Erik R Schulz
- Department of Translational Oncology, National Center for Tumor Diseases (NCT) Heidelberg and German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Christine Siegl
- Department of Translational Oncology, National Center for Tumor Diseases (NCT) Heidelberg and German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Sarah Weber
- Department of Translational Oncology, National Center for Tumor Diseases (NCT) Heidelberg and German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Hendrik Strakerjahn
- Department of Translational Oncology, National Center for Tumor Diseases (NCT) Heidelberg and German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Ava Oberlack
- Department of Translational Oncology, National Center for Tumor Diseases (NCT) Heidelberg and German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Ulrike Heger
- Department of Translational Oncology, National Center for Tumor Diseases (NCT) Heidelberg and German Cancer Research Center (DKFZ), Heidelberg, Germany.,Department of Surgery, Heidelberg University Hospital, Heidelberg, Germany
| | - Jianpeng Gao
- Department of Translational Oncology, National Center for Tumor Diseases (NCT) Heidelberg and German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Eva-Maria Hartinger
- Department of Translational Oncology, National Center for Tumor Diseases (NCT) Heidelberg and German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Felix Oppel
- Department of Translational Oncology, National Center for Tumor Diseases (NCT) Heidelberg and German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Christopher M Hoffmann
- Department of Translational Oncology, National Center for Tumor Diseases (NCT) Heidelberg and German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Nati Ha
- Department of Applied Bioinformatics, NCT Heidelberg and DKFZ, Heidelberg, Germany
| | - Benedikt Brors
- Department of Applied Bioinformatics, NCT Heidelberg and DKFZ, Heidelberg, Germany
| | - Felix Lasitschka
- Institute of Pathology, Heidelberg University Hospital, Heidelberg, Germany
| | - Alexis Ulrich
- Department of Surgery, Heidelberg University Hospital, Heidelberg, Germany
| | - Oliver Strobel
- Department of Surgery, Heidelberg University Hospital, Heidelberg, Germany
| | - Manfred Schmidt
- Department of Translational Oncology, National Center for Tumor Diseases (NCT) Heidelberg and German Cancer Research Center (DKFZ), Heidelberg, Germany.,German Cancer Consortium (DKTK), Heidelberg, Germany
| | - Christof von Kalle
- Department of Translational Oncology, National Center for Tumor Diseases (NCT) Heidelberg and German Cancer Research Center (DKFZ), Heidelberg, Germany.,German Cancer Consortium (DKTK), Heidelberg, Germany.,Heidelberg Center for Personalized Oncology, DKFZ-HIPO, DKFZ, Heidelberg, Germany
| | - Martin Schneider
- Department of Surgery, Heidelberg University Hospital, Heidelberg, Germany
| | - Wilko Weichert
- Institute of Pathology, Heidelberg University Hospital, Heidelberg, Germany.,Institute of Pathology, Technische Universität München (TUM), Munich, Germany.,DKTK, Munich, Germany
| | - K Roland Ehrenberg
- Department of Translational Oncology, National Center for Tumor Diseases (NCT) Heidelberg and German Cancer Research Center (DKFZ), Heidelberg, Germany.,Department of Medical Oncology, NCT Heidelberg, Heidelberg, Germany.,Department of Internal Medicine VI, Heidelberg University Hospital, Heidelberg, Germany
| | - Hanno Glimm
- Department of Translational Oncology, National Center for Tumor Diseases (NCT) Heidelberg and German Cancer Research Center (DKFZ), Heidelberg, Germany.,German Cancer Consortium (DKTK), Heidelberg, Germany
| | - Claudia R Ball
- Department of Translational Oncology, National Center for Tumor Diseases (NCT) Heidelberg and German Cancer Research Center (DKFZ), Heidelberg, Germany
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18
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Giessler KM, Kleinheinz K, Huebschmann D, Balasubramanian GP, Dubash TD, Dieter SM, Siegl C, Herbst F, Weber S, Hoffmann CM, Fronza R, Buchhalter I, Paramasivam N, Eils R, Schmidt M, von Kalle C, Schneider M, Ulrich A, Scholl C, Fröhling S, Weichert W, Brors B, Schlesner M, Ball CR, Glimm H. Genetic subclone architecture of tumor clone-initiating cells in colorectal cancer. J Exp Med 2017; 214:2073-2088. [PMID: 28572216 PMCID: PMC5502434 DOI: 10.1084/jem.20162017] [Citation(s) in RCA: 26] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2016] [Revised: 03/01/2017] [Accepted: 04/26/2017] [Indexed: 12/29/2022] Open
Abstract
Combining high-coverage whole-genome sequencing with functional analyses, Giessler et al. demonstrate that tumor initiation and long-term tumor formation in human colorectal cancer are driven by multiple genomic subclones and that the functional heterogeneity of colorectal cancer tumor clone–initiating cells is not based on genomic architecture. A hierarchically organized cell compartment drives colorectal cancer (CRC) progression. Genetic barcoding allows monitoring of the clonal output of tumorigenic cells without prospective isolation. In this study, we asked whether tumor clone-initiating cells (TcICs) were genetically heterogeneous and whether differences in self-renewal and activation reflected differential kinetics among individual subclones or functional hierarchies within subclones. Monitoring genomic subclone kinetics in three patient tumors and corresponding serial xenografts and spheroids by high-coverage whole-genome sequencing, clustering of genetic aberrations, subclone combinatorics, and mutational signature analysis revealed at least two to four genetic subclones per sample. Long-term growth in serial xenografts and spheroids was driven by multiple genomic subclones with profoundly differing growth dynamics and hence different quantitative contributions over time. Strikingly, genetic barcoding demonstrated stable functional heterogeneity of CRC TcICs during serial xenografting despite near-complete changes in genomic subclone contribution. This demonstrates that functional heterogeneity is, at least frequently, present within genomic subclones and independent of mutational subclone differences.
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Affiliation(s)
- Klara M Giessler
- Department of Translational Oncology, National Center for Tumor Diseases and German Cancer Research Center, Heidelberg, Germany
| | - Kortine Kleinheinz
- Division of Theoretical Bioinformatics, German Cancer Research Center, Heidelberg, Germany
| | - Daniel Huebschmann
- Division of Theoretical Bioinformatics, German Cancer Research Center, Heidelberg, Germany.,Institute of Pharmacy and Molecular Biotechnology and BioQuant, Heidelberg University, Heidelberg, Germany.,Department of Pediatric Immunology, Hematology and Oncology, University Hospital, Heidelberg, Germany
| | - Gnana Prakash Balasubramanian
- Division of Applied Bioinformatics, National Center for Tumor Diseases and German Cancer Research Center, Heidelberg, Germany.,German Cancer Consortium, Heidelberg, Germany
| | - Taronish D Dubash
- Department of Translational Oncology, National Center for Tumor Diseases and German Cancer Research Center, Heidelberg, Germany
| | - Sebastian M Dieter
- Department of Translational Oncology, National Center for Tumor Diseases and German Cancer Research Center, Heidelberg, Germany.,German Cancer Consortium, Heidelberg, Germany
| | - Christine Siegl
- Department of Translational Oncology, National Center for Tumor Diseases and German Cancer Research Center, Heidelberg, Germany
| | - Friederike Herbst
- Department of Translational Oncology, National Center for Tumor Diseases and German Cancer Research Center, Heidelberg, Germany
| | - Sarah Weber
- Department of Translational Oncology, National Center for Tumor Diseases and German Cancer Research Center, Heidelberg, Germany
| | - Christopher M Hoffmann
- Department of Translational Oncology, National Center for Tumor Diseases and German Cancer Research Center, Heidelberg, Germany
| | - Raffaele Fronza
- Department of Translational Oncology, National Center for Tumor Diseases and German Cancer Research Center, Heidelberg, Germany
| | - Ivo Buchhalter
- Division of Theoretical Bioinformatics, German Cancer Research Center, Heidelberg, Germany.,Institute of Pharmacy and Molecular Biotechnology and BioQuant, Heidelberg University, Heidelberg, Germany
| | - Nagarajan Paramasivam
- Division of Theoretical Bioinformatics, German Cancer Research Center, Heidelberg, Germany.,Medical Faculty, Heidelberg University, Heidelberg, Germany
| | - Roland Eils
- Division of Theoretical Bioinformatics, German Cancer Research Center, Heidelberg, Germany.,Heidelberg Center for Personalized Oncology, German Cancer Research Center, Heidelberg, Germany.,Institute of Pharmacy and Molecular Biotechnology and BioQuant, Heidelberg University, Heidelberg, Germany
| | - Manfred Schmidt
- Department of Translational Oncology, National Center for Tumor Diseases and German Cancer Research Center, Heidelberg, Germany
| | - Christof von Kalle
- Department of Translational Oncology, National Center for Tumor Diseases and German Cancer Research Center, Heidelberg, Germany.,Heidelberg Center for Personalized Oncology, German Cancer Research Center, Heidelberg, Germany.,German Cancer Consortium, Heidelberg, Germany
| | | | - Alexis Ulrich
- Department of Surgery, University Hospital, Heidelberg, Germany
| | - Claudia Scholl
- Department of Translational Oncology, National Center for Tumor Diseases and German Cancer Research Center, Heidelberg, Germany
| | - Stefan Fröhling
- Department of Translational Oncology, National Center for Tumor Diseases and German Cancer Research Center, Heidelberg, Germany.,German Cancer Consortium, Heidelberg, Germany
| | - Wilko Weichert
- German Cancer Consortium, Heidelberg, Germany.,Institute of Pathology, Technical University Munich, Munich, Germany
| | - Benedikt Brors
- Division of Applied Bioinformatics, National Center for Tumor Diseases and German Cancer Research Center, Heidelberg, Germany.,German Cancer Consortium, Heidelberg, Germany
| | - Matthias Schlesner
- Division of Theoretical Bioinformatics, German Cancer Research Center, Heidelberg, Germany
| | - Claudia R Ball
- Department of Translational Oncology, National Center for Tumor Diseases and German Cancer Research Center, Heidelberg, Germany
| | - Hanno Glimm
- Department of Translational Oncology, National Center for Tumor Diseases and German Cancer Research Center, Heidelberg, Germany .,German Cancer Consortium, Heidelberg, Germany
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19
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Dubash TD, Hoffmann CM, Oppel F, Giessler KM, Weber S, Dieter SM, Hüllein J, Zenz T, Herbst F, Scholl C, Weichert W, Werft W, Benner A, Schmidt M, Schneider M, Glimm H, Ball CR. Phenotypic differentiation does not affect tumorigenicity of primary human colon cancer initiating cells. Cancer Lett 2015; 371:326-33. [PMID: 26679053 DOI: 10.1016/j.canlet.2015.11.037] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2015] [Revised: 11/27/2015] [Accepted: 11/27/2015] [Indexed: 02/07/2023]
Abstract
Within primary colorectal cancer (CRC) a subfraction of all tumor-initiating cells (TIC) drives long-term progression in serial xenotransplantation. It has been postulated that efficient maintenance of TIC activity in vitro requires serum-free spheroid culture conditions that support a stem-like state of CRC cells. To address whether tumorigenicity is indeed tightly linked to such a stem-like state in spheroids, we transferred TIC-enriched spheroid cultures to serum-containing adherent conditions that should favor their differentiation. Under these conditions, primary CRC cells did no longer grow as spheroids but formed an adherent cell layer, up-regulated colon epithelial differentiation markers, and down-regulated TIC-associated markers. Strikingly, upon xenotransplantation cells cultured under either condition equally efficient formed serially transplantable tumors. Clonal analyses of individual lentivirally marked TIC clones cultured under either culture condition revealed no systematic differences in contributing clone numbers, indicating that phenotypic differentiation does not select for few individual clones adapted to unfavorable culture conditions. Our results reveal that CRC TIC can be propagated under conditions previously thought to induce their elimination. This phenotypic plasticity allows addressing primary human CRC TIC properties in experimental settings based on adherent cell growth.
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Affiliation(s)
- Taronish D Dubash
- Department of Translational Oncology, National Center for Tumor Diseases (NCT) and German Cancer Research Center (DKFZ), Im Neuenheimer Feld 460, 69120 Heidelberg, Germany
| | - Christopher M Hoffmann
- Department of Translational Oncology, National Center for Tumor Diseases (NCT) and German Cancer Research Center (DKFZ), Im Neuenheimer Feld 460, 69120 Heidelberg, Germany
| | - Felix Oppel
- Department of Translational Oncology, National Center for Tumor Diseases (NCT) and German Cancer Research Center (DKFZ), Im Neuenheimer Feld 460, 69120 Heidelberg, Germany
| | - Klara M Giessler
- Department of Translational Oncology, National Center for Tumor Diseases (NCT) and German Cancer Research Center (DKFZ), Im Neuenheimer Feld 460, 69120 Heidelberg, Germany
| | - Sarah Weber
- Department of Translational Oncology, National Center for Tumor Diseases (NCT) and German Cancer Research Center (DKFZ), Im Neuenheimer Feld 460, 69120 Heidelberg, Germany
| | - Sebastian M Dieter
- Department of Translational Oncology, National Center for Tumor Diseases (NCT) and German Cancer Research Center (DKFZ), Im Neuenheimer Feld 460, 69120 Heidelberg, Germany
| | - Jennifer Hüllein
- Department of Translational Oncology, National Center for Tumor Diseases (NCT) and German Cancer Research Center (DKFZ), Im Neuenheimer Feld 460, 69120 Heidelberg, Germany
| | - Thorsten Zenz
- Department of Translational Oncology, National Center for Tumor Diseases (NCT) and German Cancer Research Center (DKFZ), Im Neuenheimer Feld 460, 69120 Heidelberg, Germany
| | - Friederike Herbst
- Department of Translational Oncology, National Center for Tumor Diseases (NCT) and German Cancer Research Center (DKFZ), Im Neuenheimer Feld 460, 69120 Heidelberg, Germany
| | - Claudia Scholl
- Department of Translational Oncology, National Center for Tumor Diseases (NCT) and German Cancer Research Center (DKFZ), Im Neuenheimer Feld 460, 69120 Heidelberg, Germany
| | - Wilko Weichert
- Institute of Pathology, University of Heidelberg, Heidelberg, Germany; Institute for General Pathology and Pathological Anatomy, Technical University of Munich; German Consortium for Translational Cancer Research (DKTK), Germany
| | - Wiebke Werft
- Division of Biostatistics, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Axel Benner
- Division of Biostatistics, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Manfred Schmidt
- Department of Translational Oncology, National Center for Tumor Diseases (NCT) and German Cancer Research Center (DKFZ), Im Neuenheimer Feld 460, 69120 Heidelberg, Germany; German Consortium for Translational Cancer Research (DKTK), Germany
| | - Martin Schneider
- Department of Surgery, University of Heidelberg, Heidelberg, Germany
| | - Hanno Glimm
- Department of Translational Oncology, National Center for Tumor Diseases (NCT) and German Cancer Research Center (DKFZ), Im Neuenheimer Feld 460, 69120 Heidelberg, Germany; German Consortium for Translational Cancer Research (DKTK), Germany
| | - Claudia R Ball
- Department of Translational Oncology, National Center for Tumor Diseases (NCT) and German Cancer Research Center (DKFZ), Im Neuenheimer Feld 460, 69120 Heidelberg, Germany; German Consortium for Translational Cancer Research (DKTK), Germany.
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20
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Ehrenberg KR, Ball CR, Oppel F, Ishaque N, Dubash TD, Dieter SM, Hoffmann CM, Abel U, Koch M, Werner J, Bergmann F, Schmidt M, von Kalle C, Weichert W, Weitz J, Brors B, Glimm H. Abstract 1417: Clonal succession in pancreatic cancer progression is not driven by genetic instability. Cancer Res 2015. [DOI: 10.1158/1538-7445.am2015-1417] [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
Our group has recently shown that human pancreatic cancer (PDAC) progression is driven by a succession of transiently active tumor initiating cell (TIC) clones during serial xenotransplantation. Genetic labeling demonstrated that serial PDAC xenograft tumors and even tumors of parallel mice transplanted with cells from the same donor xenografts harbored very little to no overlap of active TIC clones, indicating substantial changes in the proliferative activity of individual TIC predominantly producing progeny without detectable tumor-initiating activity. We now asked whether observed clonal activation and inactivation is caused by acquisition of de novo mutations during evolution of genetic subclones or by functional plasticity of genetically stable TIC clones. Therefore, we monitored somatic non-synonymous mutations in culture and during PDAC progression in genetically marked serial xenografts of two patients. DNA was isolated from xenografts, primary TIC cultures and corresponding normal pancreas or primary tumor tissue. Following paired-end exome sequencing, reads were aligned to a concatenated hs37d5 human and mm10 mouse genome assembly and human specific single nucleotide variants (SNVs) and small insertions/deletions (indels) were identified. We found a total of 45 altered gene coding genomic loci (P1 = 10; P2 = 35) not present in control tissue. Strikingly, most SNVs detected were present in all samples, only very few SNV were acquired during serial transplantation. In P1, 4 novel SNVs not present in the original patient tumor sample were detected within coding regions of TTC13, OR4K15, SSPO and TPGS1. Allele frequencies ranged from 2-27% in serial xenografts. In xenografts of P2 we detected 35 SNVs not present in healthy tissue. Of these, one mutation in the gene C10orf12 aroused after serial transplantation with a maximum altered allele frequency of 17%. None of these mutations is a known cancer driver or was found as recurrent in large scale cancer sequencing approaches. To evaluate whether the clonal TIC dynamics within established tumors are recapitulated in vitro, we analysed individual TIC clone kinetics in serially passaged cultures and in cultures derived from transduced xenografts. Strikingly, the kinetics in vitro were similar to those observed within serially transplanted xenografts. Every culture passage was formed by a distinct set of actively proliferating cell clones without significant overlap between individual serial passages indicating that clonal succession of TIC activity in PDAC is not dependent on the cellular context in tumors in vivo. The remarkable genetic stability of xenografts during serial transplantation strongly indicates that changes in the functional state of PDAC cells and not genetic instability drive clonal succession of TIC activity in PDAC.
Citation Format: Karl Roland Ehrenberg, Claudia R. Ball, Felix Oppel, Naveed Ishaque, Taronish D. Dubash, Sebastian M. Dieter, Christopher M. Hoffmann, Ulrich Abel, Moritz Koch, Jens Werner, Frank Bergmann, Manfred Schmidt, Christof von Kalle, Wilko Weichert, Jürgen Weitz, Benedikt Brors, Hanno Glimm. Clonal succession in pancreatic cancer progression is not driven by genetic instability. [abstract]. In: Proceedings of the 106th Annual Meeting of the American Association for Cancer Research; 2015 Apr 18-22; Philadelphia, PA. Philadelphia (PA): AACR; Cancer Res 2015;75(15 Suppl):Abstract nr 1417. doi:10.1158/1538-7445.AM2015-1417
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Affiliation(s)
| | - Claudia R. Ball
- 1National Center for Tumor Diseases (NCT) and DKFZ, Heidelberg, Germany
| | - Felix Oppel
- 1National Center for Tumor Diseases (NCT) and DKFZ, Heidelberg, Germany
| | - Naveed Ishaque
- 2German Cancer Research Center (DKFZ), Heidelberg, Germany
| | | | | | | | - Ulrich Abel
- 1National Center for Tumor Diseases (NCT) and DKFZ, Heidelberg, Germany
| | - Moritz Koch
- 3University Hospital Heidelberg, Heidelberg, Germany
| | - Jens Werner
- 3University Hospital Heidelberg, Heidelberg, Germany
| | | | - Manfred Schmidt
- 1National Center for Tumor Diseases (NCT) and DKFZ, Heidelberg, Germany
| | | | | | - Jürgen Weitz
- 3University Hospital Heidelberg, Heidelberg, Germany
| | - Benedikt Brors
- 2German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Hanno Glimm
- 1National Center for Tumor Diseases (NCT) and DKFZ, Heidelberg, Germany
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21
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Dubash TD, Hoffmann CM, Oppel F, Giessler K, Bergmann S, Dieter SM, Weichert W, Schneider M, Schmidt M, Kalle CV, Glimm H, Ball CR. Abstract 3057: Unstable phenotype of human colon cancer tumor initiating cells. Cancer Res 2014. [DOI: 10.1158/1538-7445.am2014-3057] [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
We have previously shown that long term progression of human colorectal cancer in serial xenotransplantation is driven by a small sub-fraction of all tumor initiating cells (TIC). These long-term TIC (LT-TIC) self-renew extensively in vivo and are exclusively able to seed metastases in distant organs. Defined phenotypic surface markers of LT-TIC would be crucial to develop effective antibody-based targeting strategies. However, it remains elusive whether a fixed phenotype of long-term TIC is associated with their tumorigenicity thereby allowing prospective isolation of this most relevant cancer cell fraction.
To address this question, three dimensional spheroid cultures in serum free medium supplemented with FGF and EGF were generated from primary human colon cancer specimens to enrich for TIC. To calculate the frequency of TIC in spheroid cultures, cells were transplanted in limiting dilution into cohorts of Nod/SCID-IL2RG-/- (NSG) mice. TIC frequency varied from 1 in 22 to 1 in 2x104 spheroid cells, depending on the respective patient sample. When the spheroid cells were transferred to culture conditions that favor their differentiation (gelatin coated plates in the presence of serum and withdrawal of cytokines) the phenotype changed dramatically. The primary colon cancer cells did no longer grow as spheroids but formed an adherent cell layer and up-regulated the colon epithelial differentiation markers CDX2, DEFA5, KRT80, Muc20 and TFF2. In addition, CD133, a widely used marker to enrich for TICs in various solid cancers, was strongly down-regulated upon serum treatment. Strikingly, when xenotransplantated into NSG mice, cells cultured under spheroid and differentiation conditions equally formed serially transplantable tumors, demonstrating that tumor initiating and self-renewal capacity of TIC was not restricted to phenotypically immature spheroid cells. Moreover, CD133 expression did not predict successful tumor formation in vivo. Sorted CD133+ and CD133- cells from 3 individual patients formed tumors with equal efficiency and regenerated both, CD133+ and CD133- cells in vivo. Importantly, clonal analyses of individual lentivirally marked TIC clones cultured under either culture condition revealed no systematic differences in TIC frequency, demonstrating that phenotypic differentiation does not lead to quantitative elimination of TIC clones.
Our results demonstrate that phenotypic differentiation does not eliminate the tumor-initiating potential of human colorectal TIC. Moreover, expression of CD133 does not predict their tumor forming and self-renewal potential. This pronounced phenotypic plasticity of human colon cancer TIC poses a grave challenge for surface-targeted elimination of TIC in colorectal cancer.
Citation Format: Taronish D. Dubash, Christopher M. Hoffmann, Felix Oppel, Klara Giessler, Sarah Bergmann, Sebastian M. Dieter, Wilko Weichert, Martin Schneider, Manfred Schmidt, Christof von Kalle, Hanno Glimm, Claudia R. Ball. Unstable phenotype of human colon cancer tumor initiating cells. [abstract]. In: Proceedings of the 105th Annual Meeting of the American Association for Cancer Research; 2014 Apr 5-9; San Diego, CA. Philadelphia (PA): AACR; Cancer Res 2014;74(19 Suppl):Abstract nr 3057. doi:10.1158/1538-7445.AM2014-3057
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Affiliation(s)
- Taronish D. Dubash
- 1National Center for Tumor Diseases and German Cancer Research Center, Heidelberg, Germany
| | | | - Felix Oppel
- 1National Center for Tumor Diseases and German Cancer Research Center, Heidelberg, Germany
| | - Klara Giessler
- 1National Center for Tumor Diseases and German Cancer Research Center, Heidelberg, Germany
| | - Sarah Bergmann
- 1National Center for Tumor Diseases and German Cancer Research Center, Heidelberg, Germany
| | - Sebastian M. Dieter
- 1National Center for Tumor Diseases and German Cancer Research Center, Heidelberg, Germany
| | - Wilko Weichert
- 2Institute of Pathology, University of Heidelberg, Heidelberg, Germany
| | - Martin Schneider
- 3Department of Surgery, University of Heidelberg, Heidelberg, Germany
| | - Manfred Schmidt
- 1National Center for Tumor Diseases and German Cancer Research Center, Heidelberg, Germany
| | - Christof von Kalle
- 4National Center for Tumor Diseases, German Cancer Research Center and German Consortium for Translational Cancer Research (DKTK), Heidelberg, Germany
| | - Hanno Glimm
- 4National Center for Tumor Diseases, German Cancer Research Center and German Consortium for Translational Cancer Research (DKTK), Heidelberg, Germany
| | - Claudia R. Ball
- 4National Center for Tumor Diseases, German Cancer Research Center and German Consortium for Translational Cancer Research (DKTK), Heidelberg, Germany
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22
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Oppel F, Ball CR, Hoffmann CM, Dieter SM, Dubash TD, Koch M, Weitz J, Bergmann F, Schmidt M, Abel U, von Kalle C, Glimm H. Abstract 2295: Succession of transiently active TIC clones drives long-term human pancreatic cancer progression . Cancer Res 2013. [DOI: 10.1158/1538-7445.am2013-2295] [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
Despite accumulating evidence indicating a pivotal role of tumor-initiating cells (TIC) in tumor progression and metastases formation of pancreatic cancer (PC), very little is known about the clonal TIC dynamics within PC tumors in vivo. It is unclear whether the high aggressiveness of PC is driven by a homogeneous population of self-renewing TIC or whether distinct classes or activation states of TIC drive long-term disease progression. To address this we tracked the clonal contribution of individual TIC to tumor formation in vivo.
Serum-free adherent cultures were established allowing enrichment of PC TIC without restriction to a certain phenotype. These cultures grow as 3-dimensional epithelial colonies with tight cell-to-cell contacts und reliably form subcutaneous tumors in NSG mice. To induce differentiation of TIC, FBS was added and FGF2, FGF10 and Nodal were withdrawn. Under these conditions, irregular shaped cells form a monolayer and down regulate markers previously described for TIC or normal pancreatic progenitors. Strikingly, despite profound changes in morphology and marker expression tumor initiation and self-renewal of TIC in serial transplantation were unchanged. Moreover, sorted CD133+ and CD133− cells equally efficient formed tumors containing similar proportions of CD133+ in vivo. Together these data indicate an unexpected phenotypic plasticity of TIC in PC.
To determine the clonal kinetics of individual self-renewing TIC in vivo, early passage serum-free cultures from 3 patients were transduced with a lentiviral vector (LV) and serially transplanted. LV stably integrate into the host cell genome resulting in TIC clone specific fusion sequences which were identified by highly sensitive LAM-PCR and high throughput sequencing. In primary mice, 0.003-0.113% of all transduced cells contributed actively to tumor formation. Unexpectedly, in subsequent generations tumor formation was mainly driven by distinct TIC clones not detectable in earlier but recruited to tumor formation in later generations. Moreover, individual primary xenografts generated pairs of secondary tumors with very little overlap between clonal compositions. Mathematical modeling indicates strong changes in proliferative activity of individual, otherwise homogenous TIC which predominantly produce non-tumorigenic progeny with very limited self-renewal.
These data indicate that long-term progression of PC is driven by a succession of transiently active TIC generating tumor cells in temporally restricted bursts. The recruitment of inactive TIC clones to tumor formation after serial transplantation points to a context-dependent regulation of TIC activity within the growing tumor. Further understanding the mechanisms regulating the balance between activated and resting states of TIC may allow developing specific treatment strategies targeting this most relevant cell population in PC.
Citation Format: Felix Oppel, Claudia R. Ball, Christopher M. Hoffmann, Sebastian M. Dieter, Taronish D. Dubash, Moritz Koch, Jürgen Weitz, Frank Bergmann, Manfred Schmidt, Ulrich Abel, Christof von Kalle, Hanno Glimm. Succession of transiently active TIC clones drives long-term human pancreatic cancer progression . [abstract]. In: Proceedings of the 104th Annual Meeting of the American Association for Cancer Research; 2013 Apr 6-10; Washington, DC. Philadelphia (PA): AACR; Cancer Res 2013;73(8 Suppl):Abstract nr 2295. doi:10.1158/1538-7445.AM2013-2295
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Affiliation(s)
- Felix Oppel
- 11Department of Translational Oncology, National Center for Tumor Diseases (NCT) and German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Claudia R. Ball
- 11Department of Translational Oncology, National Center for Tumor Diseases (NCT) and German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Christopher M. Hoffmann
- 11Department of Translational Oncology, National Center for Tumor Diseases (NCT) and German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Sebastian M. Dieter
- 11Department of Translational Oncology, National Center for Tumor Diseases (NCT) and German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Taronish D. Dubash
- 11Department of Translational Oncology, National Center for Tumor Diseases (NCT) and German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Moritz Koch
- 2Department of General, Visceral and Transplantation Surgery, University of Heidelberg, Heidelberg, Germany
| | - Jürgen Weitz
- 2Department of General, Visceral and Transplantation Surgery, University of Heidelberg, Heidelberg, Germany
| | - Frank Bergmann
- 3Institute of Pathology, University of Heidelberg, Heidelberg, Germany
| | - Manfred Schmidt
- 11Department of Translational Oncology, National Center for Tumor Diseases (NCT) and German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Ulrich Abel
- 11Department of Translational Oncology, National Center for Tumor Diseases (NCT) and German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Christof von Kalle
- 11Department of Translational Oncology, National Center for Tumor Diseases (NCT) and German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Hanno Glimm
- 11Department of Translational Oncology, National Center for Tumor Diseases (NCT) and German Cancer Research Center (DKFZ), Heidelberg, Germany
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