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Song K, Minami JK, Huang A, Dehkordi SR, Lomeli SH, Luebeck J, Goodman MH, Moriceau G, Krijgsman O, Dharanipragada P, Ridgley T, Crosson WP, Salazar J, Pazol E, Karin G, Jayaraman R, Balanis NG, Alhani S, Sheu K, Hoeve JT, Palermo A, Motika SE, Senaratne TN, Paraiso KH, Hergenrother PJ, Rao PN, Multani AS, Peeper DS, Bafna V, Lo RS, Graeber TG. Plasticity of Extrachromosomal and Intrachromosomal BRAF Amplifications in Overcoming Targeted Therapy Dosage Challenges. Cancer Discov 2022; 12:1046-1069. [PMID: 34930786 PMCID: PMC9192483 DOI: 10.1158/2159-8290.cd-20-0936] [Citation(s) in RCA: 26] [Impact Index Per Article: 13.0] [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: 07/19/2020] [Revised: 11/06/2021] [Accepted: 12/15/2021] [Indexed: 11/16/2022]
Abstract
Focal amplifications (FA) can mediate targeted therapy resistance in cancer. Understanding the structure and dynamics of FAs is critical for designing treatments that overcome plasticity-mediated resistance. We developed a melanoma model of dual MAPK inhibitor (MAPKi) resistance that bears BRAFV600 amplifications through either extrachromosomal DNA (ecDNA)/double minutes (DM) or intrachromosomal homogenously staining regions (HSR). Cells harboring BRAFV600E FAs displayed mode switching between DMs and HSRs, from both de novo genetic changes and selection of preexisting subpopulations. Plasticity is not exclusive to ecDNAs, as cells harboring HSRs exhibit drug addiction-driven structural loss of BRAF amplicons upon dose reduction. FA mechanisms can couple with kinase domain duplications and alternative splicing to enhance resistance. Drug-responsive amplicon plasticity is observed in the clinic and can involve other MAPK pathway genes, such as RAF1 and NRAS. BRAF FA-mediated dual MAPKi-resistant cells are more sensitive to proferroptotic drugs, extending the spectrum of ferroptosis sensitivity in MAPKi resistance beyond cases of dedifferentiation. SIGNIFICANCE Understanding the structure and dynamics of oncogene amplifications is critical for overcoming tumor relapse. BRAF amplifications are highly plastic under MAPKi dosage challenges in melanoma, through involvement of de novo genomic alterations, even in the HSR mode. Moreover, BRAF FA-driven, dual MAPKi-resistant cells extend the spectrum of resistance-linked ferroptosis sensitivity. This article is highlighted in the In This Issue feature, p. 873.
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Affiliation(s)
- Kai Song
- Department of Bioengineering, UCLA, Los Angeles, CA 90095, USA
| | - Jenna K. Minami
- Department of Molecular and Medical Pharmacology, David Geffen School of Medicine, UCLA, Los Angeles, CA 90095, USA
- Department of Integrative Biology and Physiology, David Geffen School of Medicine, UCLA, Los Angeles, CA 90095, USA
| | - Arthur Huang
- Department of Molecular and Medical Pharmacology, David Geffen School of Medicine, UCLA, Los Angeles, CA 90095, USA
| | - Siavash R. Dehkordi
- Department of Computer Science and Engineering, University of California at San Diego, La Jolla, CA 92093, USA
| | - Shirley H. Lomeli
- Division of Dermatology, Department of Medicine, David Geffen School of Medicine, UCLA, Los Angeles, CA 90095, USA
| | - Jens Luebeck
- Department of Computer Science and Engineering, University of California at San Diego, La Jolla, CA 92093, USA
| | - Mark H. Goodman
- Department of Molecular and Medical Pharmacology, David Geffen School of Medicine, UCLA, Los Angeles, CA 90095, USA
| | - Gatien Moriceau
- Division of Dermatology, Department of Medicine, David Geffen School of Medicine, UCLA, Los Angeles, CA 90095, USA
| | - Oscar Krijgsman
- Division of Molecular Oncology, The Netherlands Cancer Institute, Plesmanlaan 121, 1066 CX Amsterdam, the Netherlands
| | - Prashanthi Dharanipragada
- Division of Dermatology, Department of Medicine, David Geffen School of Medicine, UCLA, Los Angeles, CA 90095, USA
| | - Trevor Ridgley
- Bioinformatics Interdepartmental Program, UCLA, Los Angeles, CA, 90095, USA
| | - William P. Crosson
- Department of Molecular and Medical Pharmacology, David Geffen School of Medicine, UCLA, Los Angeles, CA 90095, USA
| | - Jesus Salazar
- Department of Molecular and Medical Pharmacology, David Geffen School of Medicine, UCLA, Los Angeles, CA 90095, USA
| | - Eli Pazol
- Department of Molecular and Medical Pharmacology, David Geffen School of Medicine, UCLA, Los Angeles, CA 90095, USA
| | - Gabriel Karin
- Department of Molecular and Medical Pharmacology, David Geffen School of Medicine, UCLA, Los Angeles, CA 90095, USA
| | - Rachana Jayaraman
- Department of Molecular and Medical Pharmacology, David Geffen School of Medicine, UCLA, Los Angeles, CA 90095, USA
| | - Nikolas G. Balanis
- Department of Molecular and Medical Pharmacology, David Geffen School of Medicine, UCLA, Los Angeles, CA 90095, USA
| | - Salwan Alhani
- Department of Molecular and Medical Pharmacology, David Geffen School of Medicine, UCLA, Los Angeles, CA 90095, USA
| | - Kyle Sheu
- Department of Molecular and Medical Pharmacology, David Geffen School of Medicine, UCLA, Los Angeles, CA 90095, USA
| | - Johanna ten Hoeve
- Department of Molecular and Medical Pharmacology, David Geffen School of Medicine, UCLA, Los Angeles, CA 90095, USA
- UCLA Metabolomics Center, Los Angeles, CA, 90095, USA
| | - Amelia Palermo
- Department of Molecular and Medical Pharmacology, David Geffen School of Medicine, UCLA, Los Angeles, CA 90095, USA
- UCLA Metabolomics Center, Los Angeles, CA, 90095, USA
| | - Stephen E. Motika
- Department of Chemistry, Institute for Genomic Biology, Cancer Center at Illinois, University of Illinois, Urbana-Champaign, USA
| | - T. Niroshi Senaratne
- Department of Pathology and Laboratory Medicine, David Geffen School of Medicine, UCLA, Los Angeles, CA 90095, USA
| | - Kim H. Paraiso
- Department of Molecular and Medical Pharmacology, David Geffen School of Medicine, UCLA, Los Angeles, CA 90095, USA
| | - Paul J. Hergenrother
- Department of Chemistry, Institute for Genomic Biology, Cancer Center at Illinois, University of Illinois, Urbana-Champaign, USA
| | - P. Nagesh Rao
- Department of Pathology and Laboratory Medicine, David Geffen School of Medicine, UCLA, Los Angeles, CA 90095, USA
| | - Asha S. Multani
- Department of Genetics, The University of Texas M. D. Anderson Cancer Center, Houston, TX 77030
| | - Daniel S. Peeper
- Division of Molecular Oncology, The Netherlands Cancer Institute, Plesmanlaan 121, 1066 CX Amsterdam, the Netherlands
| | - Vineet Bafna
- Department of Computer Science and Engineering, University of California at San Diego, La Jolla, CA 92093, USA
| | - Roger S. Lo
- Department of Molecular and Medical Pharmacology, David Geffen School of Medicine, UCLA, Los Angeles, CA 90095, USA
- Division of Dermatology, Department of Medicine, David Geffen School of Medicine, UCLA, Los Angeles, CA 90095, USA
- Jonsson Comprehensive Cancer Center, UCLA, Los Angeles, CA 90095, USA
| | - Thomas G. Graeber
- Department of Molecular and Medical Pharmacology, David Geffen School of Medicine, UCLA, Los Angeles, CA 90095, USA
- Jonsson Comprehensive Cancer Center, UCLA, Los Angeles, CA 90095, USA
- Crump Institute for Molecular Imaging, UCLA, Los Angeles, CA 90095, USA
- California NanoSystems Institute, UCLA, Los Angeles, CA 90095, USA
- Eli and Edythe Broad Center of Regenerative Medicine and Stem Cell Research, UCLA, Los Angeles, CA 90095, USA
- UCLA Metabolomics Center, Los Angeles, CA, 90095, USA
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2
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Olcina MM, Kim RK, Balanis NG, Li CG, von Eyben R, Graeber TG, Ricklin D, Stucki M, Giaccia AJ. Intracellular C4BPA Levels Regulate NF-κB-Dependent Apoptosis. iScience 2020; 23:101594. [PMID: 33205012 PMCID: PMC7648136 DOI: 10.1016/j.isci.2020.101594] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [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: 03/25/2020] [Revised: 08/11/2020] [Accepted: 09/17/2020] [Indexed: 11/26/2022] Open
Abstract
The importance of innate immunity in cancer is increasingly being recognized with recent reports suggesting tumor cell-intrinsic intracellular functions for innate immunity proteins. However, such functions are often poorly understood, and it is unclear whether these are affected by patient-specific mutations. Here, we show that C4b-binding protein alpha chain (C4BPA), typically thought to reside in the extracellular space, is expressed intracellularly in cancer cells, where it interacts with the NF-κB family member RelA and regulates apoptosis. Interestingly, intracellular C4BPA expression is regulated in a stress- and mutation-dependent manner and C4BPA mutations are associated with improved cancer survival outcome. Using cell lines harboring patient-specific C4BPA mutations, we show that increasing intracellular C4BPA levels correlate with sensitivity to oxaliplatin-induced apoptosis in vitro and in vivo. Mechanistically, sensitive C4BPA mutants display increased IκBα expression and increased inhibitory IκBα-RelA complex stability. These data suggest a non-canonical intracellular role for C4BPA in regulating NF-κB-dependent apoptosis. C4BPA mutations are associated with improved overall survival in 23 tumor types C4BPA is found, for the first time, to interact with NF-κB family member RelA C4BPA expression is regulated in a mutation- and stress-responsive manner C4BPA has a non-canonical intracellular function in regulating NF-κB signaling
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Affiliation(s)
- Monica M. Olcina
- Department of Radiation Oncology, Stanford University, Stanford, CA 94305, USA
- Department of Gynecology, University of Zurich, Wagistrasse 14, 8952 Schlieren, Switzerland
- Corresponding author
| | - Ryan K. Kim
- Department of Radiation Oncology, Stanford University, Stanford, CA 94305, USA
| | - Nikolas G. Balanis
- Department of Molecular and Medical Pharmacology, Crump Institute for Molecular Imaging, David Geffen School of Medicine, University of California, Los Angeles, CA, USA
| | - Caiyun Grace Li
- Department of Radiation Oncology, Stanford University, Stanford, CA 94305, USA
| | - Rie von Eyben
- Department of Radiation Oncology, Stanford University, Stanford, CA 94305, USA
| | - Thomas G. Graeber
- Department of Molecular and Medical Pharmacology, Crump Institute for Molecular Imaging, Jonsson Comprehensive Cancer Center, David Geffen School of Medicine, University of California, Los Angeles, CA, USA
| | - Daniel Ricklin
- Department of Pharmaceutical Sciences, University of Basel, Klingelbergstrasse 50, 4056 Basel, Switzerland
| | - Manuel Stucki
- Department of Gynecology, University of Zurich, Wagistrasse 14, 8952 Schlieren, Switzerland
| | - Amato J. Giaccia
- Department of Radiation Oncology, Stanford University, Stanford, CA 94305, USA
- Oxford Institute of Radiation Oncology, University of Oxford, Old Road Campus Research Building, Roosevelt Drive, Oxford OX37DQ, UK
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3
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Olcina MM, Balanis NG, Kim RK, Aksoy BA, Kodysh J, Thompson MJ, Hammerbacher J, Graeber TG, Giaccia AJ. Mutations in an Innate Immunity Pathway Are Associated with Poor Overall Survival Outcomes and Hypoxic Signaling in Cancer. Cell Rep 2019; 25:3721-3732.e6. [PMID: 30590044 PMCID: PMC6405289 DOI: 10.1016/j.celrep.2018.11.093] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [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: 05/11/2018] [Revised: 10/01/2018] [Accepted: 11/27/2018] [Indexed: 12/18/2022] Open
Abstract
Complement-mediated cytotoxicity may act as a selective pressure for tumor overexpression of complement regulators. We hypothesize that the same selective pressure could lead to complement alterations at the genetic level. We find that, when analyzed as a pathway, mutations in complement genes occur at a relatively high frequency and are associated with changes in overall survival across a number of cancer types. Analysis of pathways expressed in patients with complement mutations that are associated with poor overall survival reveals crosstalk between complement and hypoxia in colorectal cancer. The importance of this crosstalk is highlighted by two key findings: hypoxic signaling is increased in tumors harboring complement mutations, and hypoxic tumor cells are resistant to complement-mediated cytotoxicity due, in part, to hypoxia-induced expression of complement regulator CD55. The range of strategies employed by tumors to dysregulate the complement system testifies to the importance of this pathway in tumor progression.
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Affiliation(s)
- Monica M Olcina
- Department of Radiation Oncology, Stanford University, Stanford, CA 94305, USA.
| | - Nikolas G Balanis
- Department of Molecular and Medical Pharmacology, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA, USA; Crump Institute for Molecular Imaging, University of California, Los Angeles, Los Angeles, CA, USA
| | - Ryan K Kim
- Department of Radiation Oncology, Stanford University, Stanford, CA 94305, USA
| | - B Arman Aksoy
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Julia Kodysh
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Michael J Thompson
- Department of Molecular and Medical Pharmacology, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA, USA
| | - Jeff Hammerbacher
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Thomas G Graeber
- Department of Molecular and Medical Pharmacology, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA, USA; Crump Institute for Molecular Imaging, University of California, Los Angeles, Los Angeles, CA, USA
| | - Amato J Giaccia
- Department of Radiation Oncology, Stanford University, Stanford, CA 94305, USA.
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4
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Yao DW, Balanis NG, Eskin E, Graeber TG. A linear mixed model approach to gene expression-tumor aneuploidy association studies. Sci Rep 2019; 9:11944. [PMID: 31420589 PMCID: PMC6697733 DOI: 10.1038/s41598-019-48302-1] [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] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2018] [Accepted: 08/02/2019] [Indexed: 11/09/2022] Open
Abstract
Aneuploidy, defined as abnormal chromosome number or somatic DNA copy number, is a characteristic of many aggressive tumors and is thought to drive tumorigenesis. Gene expression-aneuploidy association studies have previously been conducted to explore cellular mechanisms associated with aneuploidy. However, in an observational setting, gene expression is influenced by many factors that can act as confounders between gene expression and aneuploidy, leading to spurious correlations between the two variables. These factors include known confounders such as sample purity or batch effect, as well as gene co-regulation which induces correlations between the expression of causal genes and non-causal genes. We use a linear mixed-effects model (LMM) to account for confounding effects of tumor purity and gene co-regulation on gene expression-aneuploidy associations. When applied to patient tumor data across diverse tumor types, we observe that the LMM both accounts for the impact of purity on aneuploidy measurements and identifies a new association between histone gene expression and aneuploidy.
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Affiliation(s)
- Douglas W Yao
- Department of Molecular, Cell, and Developmental Biology, University of California, Los Angeles, CA, USA.
| | - Nikolas G Balanis
- Department of Molecular and Medical Pharmacology, David Geffen School of Medicine, University of California, Los Angeles, CA, USA.,Crump Institute for Molecular Imaging, David Geffen School of Medicine, University of California, Los Angeles, CA, USA
| | - Eleazar Eskin
- Department of Computer Science, University of California, Los Angeles, CA, USA.,Department of Human Genetics, University of California, Los Angeles, CA, USA
| | - Thomas G Graeber
- Department of Molecular and Medical Pharmacology, David Geffen School of Medicine, University of California, Los Angeles, CA, USA. .,Crump Institute for Molecular Imaging, David Geffen School of Medicine, University of California, Los Angeles, CA, USA. .,Jonsson Comprehensive Cancer Center, David Geffen School of Medicine, University of California, Los Angeles, CA, USA. .,California NanoSystems Institute, David Geffen School of Medicine, University of California, Los Angeles, CA, USA.
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5
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Balanis NG, Sheu KM, Esedebe FN, Patel SJ, Smith BA, Park JW, Alhani S, Gomperts BN, Huang J, Witte ON, Graeber TG. Pan-cancer Convergence to a Small-Cell Neuroendocrine Phenotype that Shares Susceptibilities with Hematological Malignancies. Cancer Cell 2019; 36:17-34.e7. [PMID: 31287989 PMCID: PMC6703903 DOI: 10.1016/j.ccell.2019.06.005] [Citation(s) in RCA: 90] [Impact Index Per Article: 18.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/05/2018] [Revised: 03/04/2019] [Accepted: 06/06/2019] [Indexed: 01/01/2023]
Abstract
Small-cell neuroendocrine cancers (SCNCs) are an aggressive cancer subtype. Transdifferentiation toward an SCN phenotype has been reported as a resistance route in response to targeted therapies. Here, we identified a convergence to an SCN state that is widespread across epithelial cancers and is associated with poor prognosis. More broadly, non-SCN metastases have higher expression of SCN-associated transcription factors than non-SCN primary tumors. Drug sensitivity and gene dependency screens demonstrate that these convergent SCNCs have shared vulnerabilities. These common vulnerabilities are found across unannotated SCN-like epithelial cases, small-round-blue cell tumors, and unexpectedly in hematological malignancies. The SCN convergent phenotype and common sensitivity profiles with hematological cancers can guide treatment options beyond tissue-specific targeted therapies.
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Affiliation(s)
- Nikolas G Balanis
- Department of Molecular and Medical Pharmacology, UCLA, Los Angeles, CA 90095, USA
| | - Katherine M Sheu
- Department of Molecular and Medical Pharmacology, UCLA, Los Angeles, CA 90095, USA
| | - Favour N Esedebe
- Department of Molecular and Medical Pharmacology, UCLA, Los Angeles, CA 90095, USA
| | - Saahil J Patel
- Department of Molecular and Medical Pharmacology, UCLA, Los Angeles, CA 90095, USA
| | - Bryan A Smith
- Department of Microbiology, Immunology, and Molecular Genetics, UCLA, Los Angeles, CA 90095, USA
| | - Jung Wook Park
- Department of Microbiology, Immunology, and Molecular Genetics, UCLA, Los Angeles, CA 90095, USA
| | - Salwan Alhani
- Department of Molecular and Medical Pharmacology, UCLA, Los Angeles, CA 90095, USA
| | - Brigitte N Gomperts
- Jonsson Comprehensive Cancer Center, UCLA, Los Angeles, CA 90095, USA; UCLA Children's Discovery and Innovation Institute, Mattel Children's Hospital UCLA, Department of Pediatrics, David Geffen School of Medicine, UCLA, Los Angeles, CA 90095, USA; Eli and Edythe Broad Center of Regenerative Medicine and Stem Cell Research, UCLA, Los Angeles, CA 90095, USA
| | - Jiaoti Huang
- Department of Pathology, Duke University School of Medicine, Durham, NC 27708, USA
| | - Owen N Witte
- Department of Microbiology, Immunology, and Molecular Genetics, UCLA, Los Angeles, CA 90095, USA; Jonsson Comprehensive Cancer Center, UCLA, Los Angeles, CA 90095, USA; Eli and Edythe Broad Center of Regenerative Medicine and Stem Cell Research, UCLA, Los Angeles, CA 90095, USA.
| | - Thomas G Graeber
- Department of Molecular and Medical Pharmacology, UCLA, Los Angeles, CA 90095, USA; Jonsson Comprehensive Cancer Center, UCLA, Los Angeles, CA 90095, USA; Crump Institute for Molecular Imaging, UCLA, Los Angeles, CA 90095, USA; California NanoSystems Institute, UCLA, Los Angeles, CA 90095, USA; Eli and Edythe Broad Center of Regenerative Medicine and Stem Cell Research, UCLA, Los Angeles, CA 90095, USA.
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6
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Olcina MM, Balanis NG, Kim RK, Thompson MJ, Graeber TG, Giaccia AJ. Abstract A097: Complement system mutations in cancer: Uncovering new relationships between tumor hypoxia and complement. Cancer Immunol Res 2019. [DOI: 10.1158/2326-6074.cricimteatiaacr18-a097] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
The complement system has been proposed to facilitate cancer hallmarks such as increased metastatic potential, proliferation and apoptosis evasion. Despite the association between complement and tumor progression, a detailed characterization of cancer genetic alterations in the complement system has not been performed to date. Here, we report a number of previously unappreciated mutations in complement system genes. Taken together as a pathway, mutations in complement genes occur at a relatively high frequency and across a number of cancer types. Notably, when grouping complement mutations into functionally relevant subgroups according to gene function, mutations and copy number alterations in genes within these subgroups are associated with changes in overall survival outcomes in a range of cancers. We use specific complement component mutations in colorectal cancer to uncover and experimentally validate crosstalk between complement and hypoxia, providing new associations between this innate immunity pathway and a prevalent component of the tumor microenvironment. Our data highlight the complex mechanism employed by cancers to manipulate the innate immune system and point to the potential use of complement system mutations in successful patient stratification into clinically and biologically relevant groups.
Citation Format: Monica M. Olcina, Nikolas G. Balanis, Ryan K. Kim, Michael J. Thompson, Thomas G. Graeber, Amato J. Giaccia. Complement system mutations in cancer: Uncovering new relationships between tumor hypoxia and complement [abstract]. In: Proceedings of the Fourth CRI-CIMT-EATI-AACR International Cancer Immunotherapy Conference: Translating Science into Survival; Sept 30-Oct 3, 2018; New York, NY. Philadelphia (PA): AACR; Cancer Immunol Res 2019;7(2 Suppl):Abstract nr A097.
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Affiliation(s)
- Monica M. Olcina
- Stanford University, Stanford, CA; University of California, Los Angeles, Los Angeles, CA
| | - Nikolas G. Balanis
- Stanford University, Stanford, CA; University of California, Los Angeles, Los Angeles, CA
| | - Ryan K. Kim
- Stanford University, Stanford, CA; University of California, Los Angeles, Los Angeles, CA
| | - Michael J. Thompson
- Stanford University, Stanford, CA; University of California, Los Angeles, Los Angeles, CA
| | - Thomas G. Graeber
- Stanford University, Stanford, CA; University of California, Los Angeles, Los Angeles, CA
| | - Amato J. Giaccia
- Stanford University, Stanford, CA; University of California, Los Angeles, Los Angeles, CA
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7
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Park JW, Lee JK, Sheu KM, Wang L, Balanis NG, Nguyen K, Smith BA, Cheng C, Tsai BL, Cheng D, Huang J, Kurdistani SK, Graeber TG, Witte ON. Reprogramming normal human epithelial tissues to a common, lethal neuroendocrine cancer lineage. Science 2019; 362:91-95. [PMID: 30287662 DOI: 10.1126/science.aat5749] [Citation(s) in RCA: 183] [Impact Index Per Article: 36.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2018] [Revised: 07/03/2018] [Accepted: 08/09/2018] [Indexed: 12/12/2022]
Abstract
The use of potent therapies inhibiting critical oncogenic pathways active in epithelial cancers has led to multiple resistance mechanisms, including the development of highly aggressive, small cell neuroendocrine carcinoma (SCNC). SCNC patients have a dismal prognosis due in part to a limited understanding of the molecular mechanisms driving this malignancy and the lack of effective treatments. Here, we demonstrate that a common set of defined oncogenic drivers reproducibly reprograms normal human prostate and lung epithelial cells to small cell prostate cancer (SCPC) and small cell lung cancer (SCLC), respectively. We identify shared active transcription factor binding regions in the reprogrammed prostate and lung SCNCs by integrative analyses of epigenetic and transcriptional landscapes. These results suggest that neuroendocrine cancers arising from distinct epithelial tissues may share common vulnerabilities that could be exploited for the development of drugs targeting SCNCs.
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Affiliation(s)
- Jung Wook Park
- Department of Microbiology, Immunology, and Molecular Genetics, University of California-Los Angeles, Los Angeles, CA 90095, USA
| | - John K Lee
- Division of Hematology and Oncology, Department of Medicine, University of California-Los Angeles, Los Angeles, CA 90095, USA
| | - Katherine M Sheu
- Department of Molecular and Medical Pharmacology, University of California-Los Angeles, Los Angeles, CA 90095, USA
| | - Liang Wang
- Department of Microbiology, Immunology, and Molecular Genetics, University of California-Los Angeles, Los Angeles, CA 90095, USA
| | - Nikolas G Balanis
- Department of Molecular and Medical Pharmacology, University of California-Los Angeles, Los Angeles, CA 90095, USA
| | - Kim Nguyen
- Department of Ecology and Evolutionary Biology, University of California-Los Angeles, Los Angeles, CA 90095, USA
| | - Bryan A Smith
- Department of Microbiology, Immunology, and Molecular Genetics, University of California-Los Angeles, Los Angeles, CA 90095, USA
| | - Chen Cheng
- Department of Biological Chemistry, University of California-Los Angeles, Los Angeles, CA 90095, USA
| | - Brandon L Tsai
- Department of Microbiology, Immunology, and Molecular Genetics, University of California-Los Angeles, Los Angeles, CA 90095, USA
| | - Donghui Cheng
- Department of Microbiology, Immunology, and Molecular Genetics, University of California-Los Angeles, Los Angeles, CA 90095, USA
| | - Jiaoti Huang
- Department of Pathology, School of Medicine, Duke University, Durham, NC 27710, USA
| | - Siavash K Kurdistani
- Department of Biological Chemistry, University of California-Los Angeles, Los Angeles, CA 90095, USA.,Molecular Biology Institute, University of California-Los Angeles, Los Angeles, CA 90095, USA.,Jonsson Comprehensive Cancer Center, University of California-Los Angeles, Los Angeles, CA 90095, USA.,Eli and Edythe Broad Center of Regenerative Medicine and Stem Cell Research, University of California-Los Angeles, Los Angeles, CA 90095, USA
| | - Thomas G Graeber
- Department of Molecular and Medical Pharmacology, University of California-Los Angeles, Los Angeles, CA 90095, USA. .,Molecular Biology Institute, University of California-Los Angeles, Los Angeles, CA 90095, USA.,Jonsson Comprehensive Cancer Center, University of California-Los Angeles, Los Angeles, CA 90095, USA.,Eli and Edythe Broad Center of Regenerative Medicine and Stem Cell Research, University of California-Los Angeles, Los Angeles, CA 90095, USA.,Crump Institute for Molecular Imaging, University of California-Los Angeles, Los Angeles, CA 90095, USA
| | - Owen N Witte
- Department of Microbiology, Immunology, and Molecular Genetics, University of California-Los Angeles, Los Angeles, CA 90095, USA. .,Department of Molecular and Medical Pharmacology, University of California-Los Angeles, Los Angeles, CA 90095, USA.,Molecular Biology Institute, University of California-Los Angeles, Los Angeles, CA 90095, USA.,Jonsson Comprehensive Cancer Center, University of California-Los Angeles, Los Angeles, CA 90095, USA.,Eli and Edythe Broad Center of Regenerative Medicine and Stem Cell Research, University of California-Los Angeles, Los Angeles, CA 90095, USA
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8
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Olcina MM, Balanis NG, Kim RK, Thompson MJ, Graeber TG, Giaccia AJ. Abstract 4382: Complement system mutational landscape reveals C4BPA mutations enhance apoptosis in an immune-independent manner. Cancer Res 2018. [DOI: 10.1158/1538-7445.am2018-4382] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
The complement system is an important pathway in immunity. When dysregulated in the tumor microenvironment, complement is associated with suppression of antitumor immunity and tumorigenesis promotion. While complement has been reported to have important intracellular functions in immune cells, the role of intracellular complement in cancer has remained poorly understood to date. In this study we investigated the prevalence and significance of pathway-wide complement mutations as well as their role with respect to intracellular complement in cancer. We describe mutations in both individual genes as well as within functional groups that are significantly associated with altered survival outcomes. Analyzing mutations occurring across multiple TCGA cancer types highlighted the potential clinical significance of certain mutations that would otherwise not have surfaced at a single cancer level. As an example, we test the significance of mutations in complement regulator C4BPA in vitro and in vivo in a single cancer type. This approach allowed us to uncover a new immune-independent biologic function of the complement system with potential clinical implications for colorectal cancer patients. Specifically, we find that colorectal cancer cells with specific C4BPA mutations display increased oxaliplatin-induced intracellular C4BPA stabilization. By studying the mechanistic basis of this association we report novel crosstalk between intracellular complement and apoptosis signaling, occurring in an NFκB/RelA-dependent manner. Based on both experimental and patient outcome data, we therefore propose that assessing complement mutation status might facilitate patient stratification. In the case of C4BPA mutations, this would be particularly relevant to improve accuracy of prognosis assessment in stage II colorectal patients where TNM staging alone does not accurately predict outcome in patients who might benefit from adjuvant chemotherapy.
Citation Format: Monica M. Olcina, Nikolas G. Balanis, Ryan K. Kim, Michael J. Thompson, Thomas G. Graeber, Amato J. Giaccia. Complement system mutational landscape reveals C4BPA mutations enhance apoptosis in an immune-independent manner [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2018; 2018 Apr 14-18; Chicago, IL. Philadelphia (PA): AACR; Cancer Res 2018;78(13 Suppl):Abstract nr 4382.
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Balanis NG, Graeber TG. Making Mistakes Empowers Cancer Cells. Trends Cancer 2018; 4:461-463. [PMID: 29937042 DOI: 10.1016/j.trecan.2018.05.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2018] [Accepted: 05/03/2018] [Indexed: 11/30/2022]
Abstract
Lethal cancers have genomes that can reflect a jigsaw puzzle put together in a hurricane. The missing, misjoined, and extra pieces contribute to the driving forces behind the cancer phenotypes. But is this the only reason genomic instability is so prevalent in aggressive cancers? New findings support that the hurricane winds themselves, not just their aftermath, contribute to the cancer phenotype of metastasis.
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Affiliation(s)
- Nikolas G Balanis
- Department of Molecular and Medical Pharmacology, University of California Los Angeles, Los Angeles, CA, USA
| | - Thomas G Graeber
- Department of Molecular and Medical Pharmacology, University of California Los Angeles, Los Angeles, CA, USA.
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Graham NA, Minasyan A, Lomova A, Cass A, Balanis NG, Friedman M, Chan S, Zhao S, Delgado A, Go J, Beck L, Hurtz C, Ng C, Qiao R, Ten Hoeve J, Palaskas N, Wu H, Müschen M, Multani AS, Port E, Larson SM, Schultz N, Braas D, Christofk HR, Mellinghoff IK, Graeber TG. Recurrent patterns of DNA copy number alterations in tumors reflect metabolic selection pressures. Mol Syst Biol 2017; 13:914. [PMID: 28202506 PMCID: PMC5327725 DOI: 10.15252/msb.20167159] [Citation(s) in RCA: 53] [Impact Index Per Article: 7.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2016] [Revised: 01/12/2017] [Accepted: 01/16/2017] [Indexed: 12/28/2022] Open
Abstract
Copy number alteration (CNA) profiling of human tumors has revealed recurrent patterns of DNA amplifications and deletions across diverse cancer types. These patterns are suggestive of conserved selection pressures during tumor evolution but cannot be fully explained by known oncogenes and tumor suppressor genes. Using a pan-cancer analysis of CNA data from patient tumors and experimental systems, here we show that principal component analysis-defined CNA signatures are predictive of glycolytic phenotypes, including 18F-fluorodeoxy-glucose (FDG) avidity of patient tumors, and increased proliferation. The primary CNA signature is enriched for p53 mutations and is associated with glycolysis through coordinate amplification of glycolytic genes and other cancer-linked metabolic enzymes. A pan-cancer and cross-species comparison of CNAs highlighted 26 consistently altered DNA regions, containing 11 enzymes in the glycolysis pathway in addition to known cancer-driving genes. Furthermore, exogenous expression of hexokinase and enolase enzymes in an experimental immortalization system altered the subsequent copy number status of the corresponding endogenous loci, supporting the hypothesis that these metabolic genes act as drivers within the conserved CNA amplification regions. Taken together, these results demonstrate that metabolic stress acts as a selective pressure underlying the recurrent CNAs observed in human tumors, and further cast genomic instability as an enabling event in tumorigenesis and metabolic evolution.
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Affiliation(s)
- Nicholas A Graham
- Crump Institute for Molecular Imaging, David Geffen School of Medicine, University of California, Los Angeles, CA, USA
- Department of Molecular & Medical Pharmacology, David Geffen School of Medicine, University of California, Los Angeles, CA, USA
- Mork Family Department of Chemical Engineering and Materials Science, University of Southern California, Los Angeles, CA, USA
| | - Aspram Minasyan
- Crump Institute for Molecular Imaging, David Geffen School of Medicine, University of California, Los Angeles, CA, USA
- Department of Molecular & Medical Pharmacology, David Geffen School of Medicine, University of California, Los Angeles, CA, USA
| | - Anastasia Lomova
- Crump Institute for Molecular Imaging, David Geffen School of Medicine, University of California, Los Angeles, CA, USA
- Department of Molecular & Medical Pharmacology, David Geffen School of Medicine, University of California, Los Angeles, CA, USA
| | - Ashley Cass
- Crump Institute for Molecular Imaging, David Geffen School of Medicine, University of California, Los Angeles, CA, USA
- Department of Molecular & Medical Pharmacology, David Geffen School of Medicine, University of California, Los Angeles, CA, USA
| | - Nikolas G Balanis
- Crump Institute for Molecular Imaging, David Geffen School of Medicine, University of California, Los Angeles, CA, USA
- Department of Molecular & Medical Pharmacology, David Geffen School of Medicine, University of California, Los Angeles, CA, USA
| | - Michael Friedman
- Crump Institute for Molecular Imaging, David Geffen School of Medicine, University of California, Los Angeles, CA, USA
- Department of Molecular & Medical Pharmacology, David Geffen School of Medicine, University of California, Los Angeles, CA, USA
| | - Shawna Chan
- Crump Institute for Molecular Imaging, David Geffen School of Medicine, University of California, Los Angeles, CA, USA
- Department of Molecular & Medical Pharmacology, David Geffen School of Medicine, University of California, Los Angeles, CA, USA
| | - Sophie Zhao
- Crump Institute for Molecular Imaging, David Geffen School of Medicine, University of California, Los Angeles, CA, USA
- Department of Molecular & Medical Pharmacology, David Geffen School of Medicine, University of California, Los Angeles, CA, USA
| | - Adrian Delgado
- Crump Institute for Molecular Imaging, David Geffen School of Medicine, University of California, Los Angeles, CA, USA
- Department of Molecular & Medical Pharmacology, David Geffen School of Medicine, University of California, Los Angeles, CA, USA
| | - James Go
- Crump Institute for Molecular Imaging, David Geffen School of Medicine, University of California, Los Angeles, CA, USA
- Department of Molecular & Medical Pharmacology, David Geffen School of Medicine, University of California, Los Angeles, CA, USA
| | - Lillie Beck
- Crump Institute for Molecular Imaging, David Geffen School of Medicine, University of California, Los Angeles, CA, USA
- Department of Molecular & Medical Pharmacology, David Geffen School of Medicine, University of California, Los Angeles, CA, USA
| | - Christian Hurtz
- Department of Laboratory Medicine, University of California, San Francisco, CA, USA
| | - Carina Ng
- Department of Laboratory Medicine, University of California, San Francisco, CA, USA
| | - Rong Qiao
- Department of Molecular & Medical Pharmacology, David Geffen School of Medicine, University of California, Los Angeles, CA, USA
| | - Johanna Ten Hoeve
- Crump Institute for Molecular Imaging, David Geffen School of Medicine, University of California, Los Angeles, CA, USA
- Department of Molecular & Medical Pharmacology, David Geffen School of Medicine, University of California, Los Angeles, CA, USA
| | - Nicolaos Palaskas
- Crump Institute for Molecular Imaging, David Geffen School of Medicine, University of California, Los Angeles, CA, USA
- Department of Molecular & Medical Pharmacology, David Geffen School of Medicine, University of California, Los Angeles, CA, USA
| | - Hong Wu
- Department of Molecular & Medical Pharmacology, David Geffen School of Medicine, University of California, Los Angeles, CA, USA
- Jonsson Comprehensive Cancer Center, David Geffen School of Medicine, University of California, Los Angeles, CA, USA
- School of Life Sciences & Peking-Tsinghua Center for Life Sciences, Peking University, Beijing, China
| | - Markus Müschen
- Department of Laboratory Medicine, University of California, San Francisco, CA, USA
- Department of Haematology, University of Cambridge, Cambridge, UK
| | - Asha S Multani
- Department of Genetics, M. D. Anderson Cancer Center, The University of Texas, Houston, TX, USA
| | - Elisa Port
- Department of Surgery, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Steven M Larson
- Department of Radiology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Nikolaus Schultz
- Marie-Josée and Henry R. Kravis Center for Molecular Oncology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Daniel Braas
- Crump Institute for Molecular Imaging, David Geffen School of Medicine, University of California, Los Angeles, CA, USA
- Department of Molecular & Medical Pharmacology, David Geffen School of Medicine, University of California, Los Angeles, CA, USA
- UCLA Metabolomics Center, David Geffen School of Medicine, University of California, Los Angeles, CA, USA
| | - Heather R Christofk
- Department of Molecular & Medical Pharmacology, David Geffen School of Medicine, University of California, Los Angeles, CA, USA
- Jonsson Comprehensive Cancer Center, David Geffen School of Medicine, University of California, Los Angeles, CA, USA
- UCLA Metabolomics Center, David Geffen School of Medicine, University of California, Los Angeles, CA, USA
| | - Ingo K Mellinghoff
- Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Department of Neurology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Department of Pharmacology, Weill Cornell Medical College, New York, NY, USA
- Department of Neurology, Weill Cornell Medical College, New York, NY, USA
| | - Thomas G Graeber
- Crump Institute for Molecular Imaging, David Geffen School of Medicine, University of California, Los Angeles, CA, USA
- Department of Molecular & Medical Pharmacology, David Geffen School of Medicine, University of California, Los Angeles, CA, USA
- Jonsson Comprehensive Cancer Center, David Geffen School of Medicine, University of California, Los Angeles, CA, USA
- UCLA Metabolomics Center, David Geffen School of Medicine, University of California, Los Angeles, CA, USA
- California NanoSystems Institute, David Geffen School of Medicine, University of California, Los Angeles, CA, USA
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Wendt MK, Williams WK, Pascuzzi PE, Balanis NG, Schiemann BJ, Carlin CR, Schiemann WP. The antitumorigenic function of EGFR in metastatic breast cancer is regulated by expression of Mig6. Neoplasia 2015; 17:124-33. [PMID: 25622905 PMCID: PMC4309683 DOI: 10.1016/j.neo.2014.11.009] [Citation(s) in RCA: 32] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/15/2014] [Revised: 11/15/2014] [Accepted: 11/26/2014] [Indexed: 11/19/2022] Open
Abstract
Numerous studies by our lab and others demonstrate that epidermal growth factor receptor (EGFR) plays critical roles in primary breast cancer (BC) initiation, growth and dissemination. However, clinical trials targeting EGFR function in BC have lead to disappointing results. In the current study we sought to identify the mechanisms responsible for this disparity by investigating the function of EGFR across the continuum of the metastatic cascade. We previously established that overexpression of EGFR is sufficient for formation of in situ primary tumors by otherwise nontransformed murine mammary gland cells. Induction of epithelial-mesenchymal transition (EMT) is sufficient to drive the metastasis of these EGFR-transformed tumors. Examining growth factor receptor expression across this and other models revealed a potent downregulation of EGFR through metastatic progression. Consistent with diminution of EGFR following EMT and metastasis EGF stimulation changes from a proliferative to an apoptotic response in in situ versus metastatic tumor cells, respectively. Furthermore, overexpression of EGFR in metastatic MDA-MB-231 BC cells promoted their antitumorigenic response to EGF in three dimensional (3D) metastatic outgrowth assays. In line with the paradoxical function of EGFR through EMT and metastasis we demonstrate that the EGFR inhibitory molecule, Mitogen Induced Gene-6 (Mig6), is tumor suppressive in in situ tumor cells. However, Mig6 expression is absolutely required for prevention of apoptosis and ultimate metastasis of MDA-MB-231 cells. Further understanding of the paradoxical function of EGFR between primary and metastatic tumors will be essential for application of its targeted molecular therapies in BC.
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Affiliation(s)
- Michael K Wendt
- Department of Medicinal Chemistry and Molecular Pharmacology, Purdue University, West Lafayette, IN 47907.
| | - Whitney K Williams
- Department of Medicinal Chemistry and Molecular Pharmacology, Purdue University, West Lafayette, IN 47907
| | - Pete E Pascuzzi
- Purdue University Libraries, Purdue University, West Lafayette, IN 47907
| | - Nikolas G Balanis
- Department of Physiology and Biophysics, School of Medicine, Case Western Reserve University, Cleveland, OH 44106
| | - Barbara J Schiemann
- Case Comprehensive Cancer Center, School of Medicine, Case Western Reserve University, Cleveland, OH 44106
| | - Cathleen R Carlin
- Department of Molecular Biology and Microbiology, School of Medicine, Case Western Reserve University, Cleveland, OH 44106
| | - William P Schiemann
- Case Comprehensive Cancer Center, School of Medicine, Case Western Reserve University, Cleveland, OH 44106
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