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Brown VE, Moore SL, Chen M, House N, Ramsden P, Wu HJ, Ribich S, Grassian AR, Choi YJ. CDK2 regulates collapsed replication fork repair in CCNE1-amplified ovarian cancer cells via homologous recombination. NAR Cancer 2023; 5:zcad039. [PMID: 37519629 PMCID: PMC10373114 DOI: 10.1093/narcan/zcad039] [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] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2023] [Revised: 06/22/2023] [Accepted: 07/20/2023] [Indexed: 08/01/2023] Open
Abstract
CCNE1 amplification is a common alteration in high-grade serous ovarian cancer and occurs in 15-20% of these tumors. These amplifications are mutually exclusive with homologous recombination deficiency, and, as they have intact homologous recombination, are intrinsically resistant to poly (ADP-ribose) polymerase inhibitors or chemotherapy agents. Understanding the molecular mechanisms that lead to this mutual exclusivity may reveal therapeutic vulnerabilities that could be leveraged in the clinic in this still underserved patient population. Here, we demonstrate that CCNE1-amplified high-grade serous ovarian cancer cells rely on homologous recombination to repair collapsed replication forks. Cyclin-dependent kinase 2, the canonical partner of cyclin E1, uniquely regulates homologous recombination in this genetic context, and as such cyclin-dependent kinase 2 inhibition synergizes with DNA damaging agents in vitro and in vivo. We demonstrate that combining a selective cyclin-dependent kinase 2 inhibitor with a DNA damaging agent could be a powerful tool in the clinic for high-grade serous ovarian cancer.
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Affiliation(s)
- Victoria E Brown
- To whom correspondence should be addressed. Tel: +1 617 374 7580;
| | - Sydney L Moore
- Blueprint Medicines, Cambridge, MA 02139, USA
- Department of Biology, Tufts University, Medford, MA 02155, USA
| | - Maxine Chen
- Blueprint Medicines, Cambridge, MA 02139, USA
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Grassian AR, Kim J, Ahmad O, Barvian K, Davis A, Dineen T, Hu W, Job E, Moine L, Newberry K, Roche M, Shorten D, Choi YS, Wolenski F, Bauer S, Serrano C, Trent J, George S. Abstract LB565: Efficacy of a highly potent and selective KIT V654A inhibitor for treatment of imatinib resistant GIST. Cancer Res 2022. [DOI: 10.1158/1538-7445.am2022-lb565] [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
Gastrointestinal stromal tumor (GIST) is the most common type of sarcoma, with approximately 5,000 patients diagnosed per year in the US. Approximately 80% of patients with GIST present with mutations in the c-KIT oncogene at exon 9 or 11, which leads to constitutive, ligand-independent activation of the KIT receptor tyrosine kinase. For patients with metastatic GIST, frontline therapy with imatinib is effective, with a response rate of approximately 51-54% and median progression-free survival (PFS) of 19-23 months, in a molecularly unselected population. Other agents are approved for advanced GIST, without molecular selection, after progression on imatinib, including sunitinib, regorafenib, and ripretinib; however, response rates are less than 10% with PFS of approximately 5-6 months. Notably, patients who progress on imatinib and other tyrosine kinase inhibitors may develop a variety of on-target resistance mutations in the KIT oncogene, such as those in exon 17 (including at amino acids D816 and D820, activation loop mutation), exon 13 (V654A, ATP-binding region mutation), and less frequently in exon 14 (T670I, gatekeeper mutation). Several KIT inhibitors have been developed to potently target the exon 17 resistance mutations (avapritinib and ripretinib); however, there remains an important medical need in 2nd- and 3rd-line therapy in a molecularly unselected population of imatinib-resistant GIST. This suggests more broad-spectrum KIT inhibition is likely required, a hypothesis supported by the observation of large inter- and intra-patient heterogeneity of KIT secondary mutations across hundreds of samples obtained from patients with GIST treated with avapritinib. Sequencing data from the NAVIGATOR phase 1 trial (NCT02508532) revealed that patients with KIT mutant GIST and with the KIT V654A secondary resistance mutation had a poor response to treatment with avapritinib. To address this, we developed a highly potent and selective inhibitor of KIT V654A. This inhibitor showed dose-dependent modulation of downstream pharmacodynamic markers and induced tumor regression in a mastocytoma xenograft model driven by an exon 11 plus 13 V654A resistance mutation. Importantly, this inhibitor was generally well-tolerated and showed high selectivity over wild-type KIT. These findings suggest this novel KIT inhibitor has the potential to be used as a single agent or combination therapy for patients with imatinib-resistant GIST harboring the KIT V654A mutation.
Citation Format: Alexandra R. Grassian, Joseph Kim, Omar Ahmad, Kevin Barvian, Alison Davis, Tom Dineen, Wei Hu, Ebby Job, Ludivine Moine, Kate Newberry, Maria Roche, Doug Shorten, Yeon Sook Choi, Francis Wolenski, Sebastian Bauer, Cesar Serrano, Jonathan Trent, Suzanne George. Efficacy of a highly potent and selective KIT V654A inhibitor for treatment of imatinib resistant GIST [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2022; 2022 Apr 8-13. Philadelphia (PA): AACR; Cancer Res 2022;82(12_Suppl):Abstract nr LB565.
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Affiliation(s)
| | | | | | | | | | | | - Wei Hu
- 1Blueprint Medicines, Cambridge, MA
| | - Ebby Job
- 1Blueprint Medicines, Cambridge, MA
| | | | | | | | | | | | | | - Sebastian Bauer
- 2Westdeutsches Tumorzentrum Essen, Department of Medical Oncology, Essen, Germany
| | - Cesar Serrano
- 3Vall d’Hebron Institute of Oncology - Medical Oncology Department, Vall d'Hebron University Hospital, Barcelona, Spain
| | - Jonathan Trent
- 4University of Miami- Sylvester Comprehensive Cancer Center, Miami, FL
| | - Suzanne George
- 5Sarcoma Center, Dana Farber Cancer Institute, Department of Medical Oncology, Boston, MA
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Grassian AR, Harvey D, Fowler J, Drew AE, Feldman I, Chesworth R, Copeland R, Smith JJ, Ribich S. Abstract 406: CRISPR pooled screening of hundreds of cancer cell lines identifies differential dependencies on epigenetic pathways and synthetic lethal relationships. Cancer Res 2017. [DOI: 10.1158/1538-7445.am2017-406] [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
Target identification is a critical step in drug discovery, but the process has many challenges including non-specific reagents, limited ability to test numerous models, and incomplete target inhibition. Pooled screening with CRISPR/Cas9 permits the quick and accurate examination of proliferation effects across many genes and many cell lines. To determine the specific dependencies of cell lines on epigenetic pathways, we designed a CRISPR/Cas9 library to target 640 epigenetic genes and screened more than 200 cell lines covering a variety of oncology indications, including breast, lung, and renal cell carcinoma (RCC). We find that CRISPR pooled screening is a highly effective approach for target identification and provides robust, highly reproducible data as long as a sufficient number of small guide RNAs are used. We identify known pan-essential genes, including in the transcription (CDK9), translation (EIF4A1 and EIF4A3) and splicing (SRSF2) machinery. We additionally identify many novel pan-essential genes across a variety of epigenetic pathways, including histone acetylases and deacetylases, chromatin remodeling factors, helicases and others. We also investigated epigenetic synthetic lethal interactions that have been previously reported. For example, it has been reported that the SWI/SNF family displays paralog synthetic lethality for SMARCA2 in the context of SMARCA4 mutations, and for ARID1B in the context of ARID1A mutations. While we do see that some of the same trends hold, the synthetic lethal relationship appears to be more complex than previously realized, including the need to examine mRNA levels in addition to mutation type. Most importantly, we identify more than 100 epigenetic genes which show selective sensitivity, i.e. where knockout shows an anti-proliferative effect in only a subset of the cell lines. These are the most promising targets for further drug discovery programs. We have used additionally CRISPR/Cas9-domain based screening to identify the functionally relevant sites for many of these genes. Furthermore, we can overlay gene expression and mutation data to identify novel synthetic lethal relationships. One gene that displays selective sensitivity is EGLN1, the prolyl hydroxylase for the hypoxia-inducible factor, HIF1α. We find that EGLN1 is required for proliferation only in RCC cell lines which retain wild-type VHL, another component of the hypoxia response pathway, which is frequently lost in RCC. As such, EGLN1 loss is synthetically lethal in the presence of wild-type VHL in RCC cells. Thus this approach not only identifies an enzymatic drug target but also a patient stratification method. Other novel synthetic lethal interactions have also been identified. Our data demonstrates that CRISPR pooled screening is a powerful technique for identification of epigenetic synthetic lethal interactions.
Citation Format: Alexandra R. Grassian, Darren Harvey, Julian Fowler, Allison E. Drew, Igor Feldman, Richard Chesworth, Robert Copeland, Jesse J. Smith, Scott Ribich. CRISPR pooled screening of hundreds of cancer cell lines identifies differential dependencies on epigenetic pathways and synthetic lethal relationships [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 406. doi:10.1158/1538-7445.AM2017-406
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Chan-Penebre E, Armstrong K, Drew A, Grassian AR, Feldman I, Roche M, Ho P, Brach D, Raimondi A, Copeland RA, Chesworth R, Smith JJ, Ribich SA. Abstract 3345: Selective killing of SMARCA2- and SMARCA4-deficient tumors by inhibition of EZH2: In vitro and in vivo preclinical models. Cancer Res 2017. [DOI: 10.1158/1538-7445.am2017-3345] [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 histone methyltransferase EZH2 is the enzymatic subunit of the polycomb repressive complex 2 (PRC2) that catalyzes the methylation of H3K27 thereby repressing target gene transcription. EZH2 is amplified, overexpressed, or mutated in multiple cancer types, most notably Follicular Lymphoma (FL) and germinal center Diffuse Large B-cell Lymphoma (GCB-DLBCL). We previously reported that preclinical models of malignant rhabdoid tumors, which are deficient in the SWI/SNF core component INI1 (SNF5, SMARCB1), are selectively killed by potent and selective inhibitors of EZH2. Here we report another class of SWI/SNF-altered cancers named small cell carcinoma of the ovary hypercalcemic type (SCCOHT) that is dependent on EZH2 activity. SCCOHT is a very aggressive form of cancer that responds poorly to conventional therapy with a one-year overall survival rate of only 50%. Very few novel agents have been approved for this indication; thus there is a need for targeted therapeutics in SCCOHT. SMARCA4 and SMARCA2 are co-inactivated in this tumor type that has many rhabdoid features. We demonstrate that tazemetostat, an EZH2 inhibitor currently in phase 2 clinical trials, induces potent and selective killing in SMARCA2 and SMARCA4-deficient ovarian cell lines. In addition to small molecule inhibitor data, we conducted functional genomics studies with CRISPR pooled screening, and confirmed that SCCOHT is also sensitive to CRISPR-mediated EZH2 gene ablation. Dose-dependent anti-tumor effects were observed upon tazemetostat treatment in SCCOHT xenografts deficient in both SMARCA2 and SMARCA4. We also report on additional non-ovarian tumor types with dual SMARCA2/SMARCA4 loss including NSCLC that exhibit EZH2 dependence representing additional potential therapeutic indications for tazemetostat treatment.
Citation Format: Elayne Chan-Penebre, Kelli Armstrong, Allison Drew, Alexandra R. Grassian, Igor Feldman, Maria Roche, Peter Ho, Dorothy Brach, Alejandra Raimondi, Robert A. Copeland, Richard Chesworth, Jesse J. Smith, Scott A. Ribich. Selective killing of SMARCA2- and SMARCA4-deficient tumors by inhibition of EZH2: In vitro and in vivo preclinical models [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 3345. doi:10.1158/1538-7445.AM2017-3345
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Chan-Penebre E, Armstrong K, Drew A, Grassian AR, Feldman I, Knutson SK, Kuplast-Barr K, Roche M, Campbell J, Ho P, Copeland RA, Chesworth R, Smith JJ, Keilhack H, Ribich SA. Selective Killing of SMARCA2- and SMARCA4-deficient Small Cell Carcinoma of the Ovary, Hypercalcemic Type Cells by Inhibition of EZH2: In Vitro and In Vivo Preclinical Models. Mol Cancer Ther 2017; 16:850-860. [PMID: 28292935 DOI: 10.1158/1535-7163.mct-16-0678] [Citation(s) in RCA: 118] [Impact Index Per Article: 16.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2016] [Revised: 11/02/2016] [Accepted: 02/23/2017] [Indexed: 11/16/2022]
Abstract
The SWI/SNF complex is a major regulator of gene expression and is increasingly thought to play an important role in human cancer, as evidenced by the high frequency of subunit mutations across virtually all cancer types. We previously reported that in preclinical models, malignant rhabdoid tumors, which are deficient in the SWI/SNF core component INI1 (SMARCB1), are selectively killed by inhibitors of the H3K27 histone methyltransferase EZH2. Given the demonstrated antagonistic activities of the SWI/SNF complex and the EZH2-containing PRC2 complex, we investigated whether additional cancers with SWI/SNF mutations are sensitive to selective EZH2 inhibition. It has been recently reported that ovarian cancers with dual loss of the redundant SWI/SNF components SMARCA4 and SMARCA2 are characteristic of a rare rhabdoid-like subtype known as small-cell carcinoma of the ovary hypercalcemic type (SCCOHT). Here, we provide evidence that a subset of commonly used ovarian carcinoma cell lines were misdiagnosed and instead were derived from a SCCOHT tumor. We also demonstrate that tazemetostat, a potent and selective EZH2 inhibitor currently in phase II clinical trials, induces potent antiproliferative and antitumor effects in SCCOHT cell lines and xenografts deficient in both SMARCA2 and SMARCA4. These results exemplify an additional class of rhabdoid-like tumors that are dependent on EZH2 activity for survival. Mol Cancer Ther; 16(5); 850-60. ©2017 AACR.
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Affiliation(s)
| | | | | | | | | | | | | | | | | | - Peter Ho
- Epizyme Inc., Cambridge, Massachusetts
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6
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Kawano S, Grassian AR, Tsuda M, Knutson SK, Warholic NM, Kuznetsov G, Xu S, Xiao Y, Pollock RM, Smith JJ, Kuntz KW, Ribich S, Minoshima Y, Matsui J, Copeland RA, Tanaka S, Keilhack H. Correction: Preclinical Evidence of Anti-Tumor Activity Induced by EZH2 Inhibition in Human Models of Synovial Sarcoma. PLoS One 2017; 12:e0170539. [PMID: 28085948 PMCID: PMC5234811 DOI: 10.1371/journal.pone.0170539] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/20/2023] Open
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Kawano S, Grassian AR, Tsuda M, Knutson SK, Warholic NM, Kuznetsov G, Xu S, Xiao Y, Pollock RM, Smith JS, Kuntz KK, Ribich S, Minoshima Y, Matsui J, Copeland RA, Tanaka S, Keilhack H. Preclinical Evidence of Anti-Tumor Activity Induced by EZH2 Inhibition in Human Models of Synovial Sarcoma. PLoS One 2016; 11:e0158888. [PMID: 27391784 PMCID: PMC4938529 DOI: 10.1371/journal.pone.0158888] [Citation(s) in RCA: 44] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2016] [Accepted: 06/23/2016] [Indexed: 12/20/2022] Open
Abstract
The catalytic activities of covalent and ATP-dependent chromatin remodeling are central to regulating the conformational state of chromatin and the resultant transcriptional output. The enzymes that catalyze these activities are often contained within multiprotein complexes in nature. Two such multiprotein complexes, the polycomb repressive complex 2 (PRC2) methyltransferase and the SWItch/Sucrose Non-Fermentable (SWI/SNF) chromatin remodeler have been reported to act in opposition to each other during development and homeostasis. An imbalance in their activities induced by mutations/deletions in complex members (e.g. SMARCB1) has been suggested to be a pathogenic mechanism in certain human cancers. Here we show that preclinical models of synovial sarcoma—a cancer characterized by functional SMARCB1 loss via its displacement from the SWI/SNF complex through the pathognomonic SS18-SSX fusion protein—display sensitivity to pharmacologic inhibition of EZH2, the catalytic subunit of PRC2. Treatment with tazemetostat, a clinical-stage, selective and orally bioavailable small-molecule inhibitor of EZH2 enzymatic activity reverses a subset of synovial sarcoma gene expression and results in concentration-dependent cell growth inhibition and cell death specifically in SS18-SSX fusion-positive cells in vitro. Treatment of mice bearing either a cell line or two patient-derived xenograft models of synovial sarcoma leads to dose-dependent tumor growth inhibition with correlative inhibition of trimethylation levels of the EZH2-specific substrate, lysine 27 on histone H3. These data demonstrate a dependency of SS18-SSX-positive, SMARCB1-deficient synovial sarcomas on EZH2 enzymatic activity and suggests the potential utility of EZH2-targeted drugs in these genetically defined cancers.
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Affiliation(s)
| | - Alexandra R. Grassian
- Epizyme Inc., Cambridge, Massachusetts, United States of America
- * E-mail: (ARG); (SR)
| | - Masumi Tsuda
- Department of Cancer Pathology, Hokkaido University Graduate School of Medicine, Sapporo, Hokkaido, Japan
| | - Sarah K. Knutson
- Epizyme Inc., Cambridge, Massachusetts, United States of America
| | | | | | - Shanqin Xu
- Eisai Inc., Andover, Massachusetts, United States of America
| | - Yonghong Xiao
- Epizyme Inc., Cambridge, Massachusetts, United States of America
| | - Roy M. Pollock
- Epizyme Inc., Cambridge, Massachusetts, United States of America
| | - Jesse S. Smith
- Epizyme Inc., Cambridge, Massachusetts, United States of America
| | - Kevin K. Kuntz
- Epizyme Inc., Cambridge, Massachusetts, United States of America
| | - Scott Ribich
- Epizyme Inc., Cambridge, Massachusetts, United States of America
- * E-mail: (ARG); (SR)
| | | | | | | | - Shinya Tanaka
- Department of Cancer Pathology, Hokkaido University Graduate School of Medicine, Sapporo, Hokkaido, Japan
| | - Heike Keilhack
- Epizyme Inc., Cambridge, Massachusetts, United States of America
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Grassian AR, Scales T, Knutson SK, McCarthy NJ, Lowe CE, Moore JD, Copeland RA, Keilhack H, Smith JJ, Wickendon JA, Ribich S. Abstract C162: A medium-throughput single cell CRISPR-Cas9 assay to assess gene essentiality. Mol Cancer Ther 2015. [DOI: 10.1158/1535-7163.targ-15-c162] [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
Target selection for oncology and other indications is a critical step in the successful development of therapeutics, however it remains one of the most challenging areas of drug discovery. In fact, up to two-thirds of oncology relevant targets reported in literature have not been confirmed on follow-up studies, indicating that target validation in oncology is especially challenging. Clustered regularly interspaced short palindromic repeats (CRISPR)-Cas9 gene editing of specific loci offers an alternative method to RNA interference and complements small molecule inhibitors for determining whether or not a cell line is dependent on a specific gene product for proliferation and/or survival. Importantly, CRISPR-Cas9 may be advantageous for some studies as it offers efficient and specific gene knock-out leading to complete loss of protein function. This may be especially useful for some target classes, including epigenetic targets, which appear to require near complete loss of protein function to observe phenotypes. In our initial studies using CRISPR-Cas9 to verify the essential nature of EZH2 (Enhancer of Zest 2) expression for the proliferation of SMARCB1/SNF5/INI1 mutant malignant rhabdoid tumor cell lines, we observed that the initial reduction in proliferation was lost over time. We hypothesized that in the few cells that retain proliferative capacity at least one allele of EZH2 remains functional, and this hypothesis suggests that carrying out CRISPR-Cas9 studies for individual target genes without analyzing single cell clones could produce misleading results. To verify this, we developed a medium throughput assay to analyze 10s-100s of single cell clones for target gene disruption using CRISPR-Cas9 gene knockout, followed by a restriction digest and fluorescent undigested fragment length analysis to successfully assess EZH2 allele status. Significantly, these data support our hypothesis that retention of one functional copy of EZH2 is required for the proliferation of EZH2-dependent cell lines and that this can be rapidly assessed by our assay. Thus, the assessment of zygosity of the gene of interest can be evaluated in a medium-throughput manner in single cell clones. The assay is thereby able to unambiguously indicate whether or not a specific gene is essential for survival and/or proliferation in a given cell line, and offers a unique approach for target validation using gene editing. Importantly, this approach should be applicable to any target of interest that is expected to affect cell proliferation or survival. Such data can aid in the development of more robust cancer therapeutics by increasing confidence in target selection.
Citation Format: Alexandra R. Grassian, Tim Scales, Sarah K. Knutson, Nicola J. McCarthy, Chris E. Lowe, Jon D. Moore, Robert A. Copeland, Heike Keilhack, Jesse J. Smith, Julie A. Wickendon, Scott Ribich. A medium-throughput single cell CRISPR-Cas9 assay to assess gene essentiality. [abstract]. In: Proceedings of the AACR-NCI-EORTC International Conference: Molecular Targets and Cancer Therapeutics; 2015 Nov 5-9; Boston, MA. Philadelphia (PA): AACR; Mol Cancer Ther 2015;14(12 Suppl 2):Abstract nr C162.
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Affiliation(s)
| | - Tim Scales
- 2Horizon Discovery, Cambridge, United Kingdom
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Grassian AR, Fowler J, Feldman I, Riera T, Harvey D, Drew AE, Chesworth R, Copeland RA, Keilhack H, Smith JJ, Ribich S. Abstract B78: CRISPR pooled screening identifies differential dependencies on epigenetic pathways. Mol Cancer Ther 2015. [DOI: 10.1158/1535-7163.targ-15-b78] [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
It has become clear in the past decade that dysregulation of epigenetic pathways is fundamental to many if not all tumors. Importantly, a number of epigenetic targeted therapies are now being tested in the clinic and are beginning to show promising efficacy. Identification of new targets for oncology therapeutics is critical, and the ideal target should: 1) be effective in a specific indication or genetically defined patient population; and 2) lead to a minimal amount of deleterious side effects in patients. Thus, target identification must be performed in a large number of cell lines to address both objectives and to ensure specific target dependence. However, it remains challenging to identify specific dependencies on epigenetic genes in preclinical models, which may result in part from the need for near complete loss of protein function for this class of enzymes to observe proliferation phenotypes, and this can be difficult to achieve with RNAi reagents. The advent of clustered regularly interspaced short palindromic repeats (CRISPR)-Cas9 technology enables the specific and complete knockout of the target protein and allows for observation of proliferation phenotypes that RNAi studies may not uncover. Additionally, the CRISPR-Cas9 system is amenable to pooled cell line screening which permits the quick and accurate examination of proliferation effects across many genes and many cell lines.
To examine the specific dependencies of cell lines on epigenetic pathways, we have used pooled CRISPR-Cas9 screening to interrogate over 600 epigenetic-related genes in a panel of more than 60 cells lines. The performance of the screen is highly consistent and able to reproduce findings that have been previously reported. We observe that CRISPR pooled screening is highly effective at identifying targets which are known to be required for cell proliferation either in all cell lines or in a genetically-defined subset of cell lines. We also identify new epigenetic-related genes required for the proliferation of almost all the cell lines tested, and have termed these “pan-essential” epigenetic genes. Intriguingly, these pan-essential genes represent members of almost all classes of epigenetic pathways, including histone methyltransferases, histone acetylases and deacetylases, chromatin remodeling factors, regulators of mRNA splicing, DNA helicases and others. This is an important set of genes to identify, as they represent targets which are likely to induce broad clinical toxicity if inhibited in patients, yet may be identified as potential targets in pre-clinical interrogation which does not fully examine proliferation dependencies in a sufficiently broad panel of cell lines.
Importantly, we also identify a variety of epigenetic targets which induce altered proliferation in a subset of cell lines tested. These include epigenetic-related genes from many classes, including histone methyltransferases. Notably, for certain genes, trends are emerging that indicate a specific genetic marker(s) which may predict dependence on these epigenetic targets. These genes represent highly promising targets for epigenetic therapeutics in a variety of oncology indications.
Citation Format: Alexandra R. Grassian, Julian Fowler, Igor Feldman, Thomas Riera, Darren Harvey, Allison E. Drew, Richard Chesworth, Robert A. Copeland, Heike Keilhack, Jesse J. Smith, Scott Ribich. CRISPR pooled screening identifies differential dependencies on epigenetic pathways. [abstract]. In: Proceedings of the AACR-NCI-EORTC International Conference: Molecular Targets and Cancer Therapeutics; 2015 Nov 5-9; Boston, MA. Philadelphia (PA): AACR; Mol Cancer Ther 2015;14(12 Suppl 2):Abstract nr B78.
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Grassian AR, Parker S, Davidson S, Divakaruni A, Green C, Zhang X, Slocum K, Pu M, Lin F, Vickers C, Joud-Caldwell C, Chung F, Yin H, Handly E, Straub C, Growney JD, Heiden MV, Murphy A, Pagliarini R, Metallo C. Abstract LB-139: IDH1 mutations alter citric acid cycle metabolism and increase dependence on oxidative mitochondrial metabolism. Cancer Res 2014. [DOI: 10.1158/1538-7445.am2014-lb-139] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [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
Mutations in the genes encoding isocitrate dehydrogenase 1 and 2 (IDH1/2) occur in a variety of tumor types, resulting in production of the proposed oncometabolite, 2-hydroxyglutarate (2-HG). How mutant IDH alters central carbon metabolism, though, remains unclear. To address this question, we performed 13C metabolic flux analysis (MFA) on an isogenic cell panel containing heterozygous IDH1/2 mutations. We observe a dramatic and consistent decrease in the ability of IDH1, but not IDH2, mutant cell lines to utilize reductive glutamine metabolism via the carboxylation of α-ketoglutarate to isocitrate. Additionally we find that cells with IDH1 mutations exhibit increased oxidative tricarboxylic acid (TCA) metabolism. Similar metabolic trends were observed in vivo as well, and also in endogenous, non-engineered IDH1/2 mutant cell lines. Interestingly, IDH1-mutant specific inhibitors were unable to reverse the decrease in reductive metabolism, suggesting that this metabolic phenotype is independent of 2-HG. Furthermore, this metabolic reprogramming increases the sensitivity of IDH1 mutant cells to hypoxia or electron transport chain (ETC) inhibition in vitro. IDH1 mutant cells also grow poorly as subcutaneous xenografts within hypoxic in vivo microenvironments. These results suggest that exploiting metabolic defects specific to IDH1 mutant cells could be an interesting avenue to explore therapeutically.
Citation Format: Alexandra R. Grassian, Seth Parker, Shawn Davidson, Ajit Divakaruni, Courtney Green, Xiamei Zhang, Kelly Slocum, Minying Pu, Fallon Lin, Chad Vickers, Carol Joud-Caldwell, Franklin Chung, Hong Yin, Erika Handly, Christopher Straub, Joseph D. Growney, Matt Vander Heiden, Anne Murphy, Raymond Pagliarini, Christian Metallo. IDH1 mutations alter citric acid cycle metabolism and increase dependence on oxidative mitochondrial metabolism. [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 LB-139. doi:10.1158/1538-7445.AM2014-LB-139
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Grassian AR, Parker SJ, Davidson SM, Divakaruni AS, Green CR, Zhang X, Slocum KL, Pu M, Lin F, Vickers C, Joud-Caldwell C, Chung F, Yin H, Handly ED, Straub C, Growney JD, Vander Heiden MG, Murphy AN, Pagliarini R, Metallo CM. IDH1 mutations alter citric acid cycle metabolism and increase dependence on oxidative mitochondrial metabolism. Cancer Res 2014; 74:3317-31. [PMID: 24755473 DOI: 10.1158/0008-5472.can-14-0772-t] [Citation(s) in RCA: 195] [Impact Index Per Article: 19.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
Abstract
Oncogenic mutations in isocitrate dehydrogenase 1 and 2 (IDH1/2) occur in several types of cancer, but the metabolic consequences of these genetic changes are not fully understood. In this study, we performed (13)C metabolic flux analysis on a panel of isogenic cell lines containing heterozygous IDH1/2 mutations. We observed that under hypoxic conditions, IDH1-mutant cells exhibited increased oxidative tricarboxylic acid metabolism along with decreased reductive glutamine metabolism, but not IDH2-mutant cells. However, selective inhibition of mutant IDH1 enzyme function could not reverse the defect in reductive carboxylation activity. Furthermore, this metabolic reprogramming increased the sensitivity of IDH1-mutant cells to hypoxia or electron transport chain inhibition in vitro. Lastly, IDH1-mutant cells also grew poorly as subcutaneous xenografts within a hypoxic in vivo microenvironment. Together, our results suggest therapeutic opportunities to exploit the metabolic vulnerabilities specific to IDH1 mutation.
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Affiliation(s)
- Alexandra R Grassian
- Authors' Affiliations: Novartis Institutes for Biomedical Research; Koch Institute for Cancer Research, Massachusetts Institute of Technology, Cambridge, Massachusetts; Departments of Bioengineering and Pharmacology; and Moores Cancer Center, University of California, San Diego, La Jolla, California
| | - Seth J Parker
- Authors' Affiliations: Novartis Institutes for Biomedical Research; Koch Institute for Cancer Research, Massachusetts Institute of Technology, Cambridge, Massachusetts; Departments of Bioengineering and Pharmacology; and Moores Cancer Center, University of California, San Diego, La Jolla, California
| | - Shawn M Davidson
- Authors' Affiliations: Novartis Institutes for Biomedical Research; Koch Institute for Cancer Research, Massachusetts Institute of Technology, Cambridge, Massachusetts; Departments of Bioengineering and Pharmacology; and Moores Cancer Center, University of California, San Diego, La Jolla, California
| | - Ajit S Divakaruni
- Authors' Affiliations: Novartis Institutes for Biomedical Research; Koch Institute for Cancer Research, Massachusetts Institute of Technology, Cambridge, Massachusetts; Departments of Bioengineering and Pharmacology; and Moores Cancer Center, University of California, San Diego, La Jolla, California
| | - Courtney R Green
- Authors' Affiliations: Novartis Institutes for Biomedical Research; Koch Institute for Cancer Research, Massachusetts Institute of Technology, Cambridge, Massachusetts; Departments of Bioengineering and Pharmacology; and Moores Cancer Center, University of California, San Diego, La Jolla, California
| | - Xiamei Zhang
- Authors' Affiliations: Novartis Institutes for Biomedical Research; Koch Institute for Cancer Research, Massachusetts Institute of Technology, Cambridge, Massachusetts; Departments of Bioengineering and Pharmacology; and Moores Cancer Center, University of California, San Diego, La Jolla, California
| | - Kelly L Slocum
- Authors' Affiliations: Novartis Institutes for Biomedical Research; Koch Institute for Cancer Research, Massachusetts Institute of Technology, Cambridge, Massachusetts; Departments of Bioengineering and Pharmacology; and Moores Cancer Center, University of California, San Diego, La Jolla, California
| | - Minying Pu
- Authors' Affiliations: Novartis Institutes for Biomedical Research; Koch Institute for Cancer Research, Massachusetts Institute of Technology, Cambridge, Massachusetts; Departments of Bioengineering and Pharmacology; and Moores Cancer Center, University of California, San Diego, La Jolla, California
| | - Fallon Lin
- Authors' Affiliations: Novartis Institutes for Biomedical Research; Koch Institute for Cancer Research, Massachusetts Institute of Technology, Cambridge, Massachusetts; Departments of Bioengineering and Pharmacology; and Moores Cancer Center, University of California, San Diego, La Jolla, California
| | - Chad Vickers
- Authors' Affiliations: Novartis Institutes for Biomedical Research; Koch Institute for Cancer Research, Massachusetts Institute of Technology, Cambridge, Massachusetts; Departments of Bioengineering and Pharmacology; and Moores Cancer Center, University of California, San Diego, La Jolla, California
| | - Carol Joud-Caldwell
- Authors' Affiliations: Novartis Institutes for Biomedical Research; Koch Institute for Cancer Research, Massachusetts Institute of Technology, Cambridge, Massachusetts; Departments of Bioengineering and Pharmacology; and Moores Cancer Center, University of California, San Diego, La Jolla, California
| | - Franklin Chung
- Authors' Affiliations: Novartis Institutes for Biomedical Research; Koch Institute for Cancer Research, Massachusetts Institute of Technology, Cambridge, Massachusetts; Departments of Bioengineering and Pharmacology; and Moores Cancer Center, University of California, San Diego, La Jolla, California
| | - Hong Yin
- Authors' Affiliations: Novartis Institutes for Biomedical Research; Koch Institute for Cancer Research, Massachusetts Institute of Technology, Cambridge, Massachusetts; Departments of Bioengineering and Pharmacology; and Moores Cancer Center, University of California, San Diego, La Jolla, California
| | - Erika D Handly
- Authors' Affiliations: Novartis Institutes for Biomedical Research; Koch Institute for Cancer Research, Massachusetts Institute of Technology, Cambridge, Massachusetts; Departments of Bioengineering and Pharmacology; and Moores Cancer Center, University of California, San Diego, La Jolla, California
| | - Christopher Straub
- Authors' Affiliations: Novartis Institutes for Biomedical Research; Koch Institute for Cancer Research, Massachusetts Institute of Technology, Cambridge, Massachusetts; Departments of Bioengineering and Pharmacology; and Moores Cancer Center, University of California, San Diego, La Jolla, California
| | - Joseph D Growney
- Authors' Affiliations: Novartis Institutes for Biomedical Research; Koch Institute for Cancer Research, Massachusetts Institute of Technology, Cambridge, Massachusetts; Departments of Bioengineering and Pharmacology; and Moores Cancer Center, University of California, San Diego, La Jolla, California
| | - Matthew G Vander Heiden
- Authors' Affiliations: Novartis Institutes for Biomedical Research; Koch Institute for Cancer Research, Massachusetts Institute of Technology, Cambridge, Massachusetts; Departments of Bioengineering and Pharmacology; and Moores Cancer Center, University of California, San Diego, La Jolla, CaliforniaAuthors' Affiliations: Novartis Institutes for Biomedical Research; Koch Institute for Cancer Research, Massachusetts Institute of Technology, Cambridge, Massachusetts; Departments of Bioengineering and Pharmacology; and Moores Cancer Center, University of California, San Diego, La Jolla, California
| | - Anne N Murphy
- Authors' Affiliations: Novartis Institutes for Biomedical Research; Koch Institute for Cancer Research, Massachusetts Institute of Technology, Cambridge, Massachusetts; Departments of Bioengineering and Pharmacology; and Moores Cancer Center, University of California, San Diego, La Jolla, California
| | - Raymond Pagliarini
- Authors' Affiliations: Novartis Institutes for Biomedical Research; Koch Institute for Cancer Research, Massachusetts Institute of Technology, Cambridge, Massachusetts; Departments of Bioengineering and Pharmacology; and Moores Cancer Center, University of California, San Diego, La Jolla, California
| | - Christian M Metallo
- Authors' Affiliations: Novartis Institutes for Biomedical Research; Koch Institute for Cancer Research, Massachusetts Institute of Technology, Cambridge, Massachusetts; Departments of Bioengineering and Pharmacology; and Moores Cancer Center, University of California, San Diego, La Jolla, CaliforniaAuthors' Affiliations: Novartis Institutes for Biomedical Research; Koch Institute for Cancer Research, Massachusetts Institute of Technology, Cambridge, Massachusetts; Departments of Bioengineering and Pharmacology; and Moores Cancer Center, University of California, San Diego, La Jolla, California
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Grassian AR, Parker S, Davidson S, Green C, Lin F, Joud-Caldwell C, Yin H, Chung F, Straub C, Vander Heiden M, Pagliarini R, Metallo C. Abstract B159: Heterozygous IDH1 mutations modify the citric acid (TCA) cycle metabolism and sensitize cells to inhibition of mitochondrial respiration/oxidative phosphorylation. Mol Cancer Ther 2013. [DOI: 10.1158/1535-7163.targ-13-b159] [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
Mutations in isocitrate dehydrogenase 1 and 2 (IDH1/2) occur in a variety of tumor types. Although these mutations are loss-of-function for conversion of isocitrate to α-ketoglutarate, the mutant enzymes greatly increase the production of the proposed oncometabolite, 2-hydroxyglutarate (2-HG). However the full metabolic consequences of IDH1/2 mutation in their heterozygous cellular context have yet to be fully explored. To address this question, we utilized a panel of isogenic cell lines with wild-type IDH1/2 or clinically relevant IDH1/2 mutations and examined the metabolic consequences of IDH mutation using (13)C metabolic flux analysis (MFA).
We observe a dramatic and consistent decrease in the ability of IDH1 mutant cell lines to utilize reductive glutamine metabolism via the carboxylation of α-ketoglutarate back to isocitrate. This was not seen either in IDH2 mutant cell lines or in wild-type cell lines treated with exogenous 2-HG. Consistent with these changes, the IDH1 mutant cell lines, but not IDH2 mutant or 2-HG treated cells, were deficient in the utilization of glutamine for de novo lipogenesis. Similar trends were observed in endogenous, non-engineered IDH1/2 mutant cell lines.
The decrease in reductive carboxylation in the IDH1 mutant cell lines raises the hypothesis that these cells may be more reliant on mitochondrial metabolism. Indeed, IDH1 mutant cells were more sensitive to either treatment with an electron transport chain inhibitor or growth in hypoxia (which also inhibits mitochondrial metabolism).
These results show heterozygous IDH1 mutation robustly impacts wild-type cellular metabolism in a different manner than IDH2 mutation. Furthermore, these results suggest that IDH1 and IDH2 mutant tumors may be differentially sensitive to inhibitors of specific metabolic pathways.
Citation Information: Mol Cancer Ther 2013;12(11 Suppl):B159.
Citation Format: Alexandra R. Grassian, Seth Parker, Shawn Davidson, Courtney Green, Fallon Lin, Carol Joud-Caldwell, Hong Yin, Franklin Chung, Christopher Straub, Matthew Vander Heiden, Raymond Pagliarini, Christian Metallo. Heterozygous IDH1 mutations modify the citric acid (TCA) cycle metabolism and sensitize cells to inhibition of mitochondrial respiration/oxidative phosphorylation. [abstract]. In: Proceedings of the AACR-NCI-EORTC International Conference: Molecular Targets and Cancer Therapeutics; 2013 Oct 19-23; Boston, MA. Philadelphia (PA): AACR; Mol Cancer Ther 2013;12(11 Suppl):Abstract nr B159.
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Affiliation(s)
| | - Seth Parker
- 2University of California, San Diego, San Diego, CA
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Grassian AR, Lin F, Barrett R, Liu Y, Jiang W, Korpal M, Astley H, Gitterman D, Henley T, Howes R, Levell J, Korn JM, Pagliarini R. Isocitrate dehydrogenase (IDH) mutations promote a reversible ZEB1/microRNA (miR)-200-dependent epithelial-mesenchymal transition (EMT). J Biol Chem 2012; 287:42180-94. [PMID: 23038259 DOI: 10.1074/jbc.m112.417832] [Citation(s) in RCA: 80] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022] Open
Abstract
Mutations in the genes encoding isocitrate dehydrogenase 1 and 2 (IDH1/2) occur in a variety of tumor types, resulting in production of the proposed oncometabolite, 2-hydroxyglutarate (2-HG). How mutant IDH and 2-HG alter signaling pathways to promote cancer, however, remains unclear. Additionally, there exist relatively few cell lines with IDH mutations. To examine the effect of endogenous IDH mutations and 2-HG, we created a panel of isogenic epithelial cell lines with either wild-type IDH1/2 or clinically relevant IDH1/2 mutations. Differences were noted in the ability of IDH mutations to cause robust 2-HG accumulation. IDH1/2 mutants that produce high levels of 2-HG cause an epithelial-mesenchymal transition (EMT)-like phenotype, characterized by changes in EMT-related gene expression and cellular morphology. 2-HG is sufficient to recapitulate aspects of this phenotype in the absence of an IDH mutation. In the cells types examined, mutant IDH-induced EMT is dependent on up-regulation of the transcription factor ZEB1 and down-regulation of the miR-200 family of microRNAs. Furthermore, sustained knockdown of IDH1 in IDH1 R132H mutant cells is sufficient to reverse many characteristics of EMT, demonstrating that continued expression of mutant IDH is required to maintain this phenotype. These results suggest mutant IDH proteins can reversibly deregulate discrete signaling pathways that contribute to tumorigenesis.
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Affiliation(s)
- Alexandra R Grassian
- Novartis Institutes for Biomedical Research, Cambridge, Massachusetts 02139, USA
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Grassian AR, Metallo CM, Coloff JL, Stephanopoulos G, Brugge JS. Erk regulation of pyruvate dehydrogenase flux through PDK4 modulates cell proliferation. Genes Dev 2011; 25:1716-33. [PMID: 21852536 DOI: 10.1101/gad.16771811] [Citation(s) in RCA: 143] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
Loss of extracellular matrix (ECM) attachment leads to metabolic impairments that limit cellular energy production. Characterization of the metabolic alterations induced by ECM detachment revealed a dramatic decrease in uptake of glucose, glutamine, and pyruvate, and a consequent decrease in flux through glycolysis, the pentose phosphate pathway, and the tricarboxylic acid (TCA) cycle. However, flux through pyruvate dehydrogenase (PDH) is disproportionally decreased, concomitant with increased expression of the PDH inhibitory kinase, PDH kinase 4 (PDK4), and increased carbon secretion. Overexpression of ErbB2 maintains PDH flux by suppressing PDK4 expression in an Erk-dependent manner, and Erk signaling also regulates PDH flux in ECM-attached cells. Additionally, epidermal growth factor (EGF), a potent inducer of Erk, positively regulates PDH flux through decreased PDK4 expression. Furthermore, overexpression of PDK4 in ECM-detached cells suppresses the ErbB2-mediated rescue of ATP levels, and in attached cells, PDK4 overexpression decreases PDH flux, de novo lipogenesis, and cell proliferation. Mining of microarray data from human tumor data sets revealed that PDK4 mRNA is commonly down-regulated in tumors compared with their tissues of origin. These results identify a novel mechanism by which ECM attachment, growth factors, and oncogenes modulate the metabolic fate of glucose by controlling PDK4 expression and PDH flux to influence proliferation.
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Affiliation(s)
- Alexandra R Grassian
- Department of Cell Biology, Harvard Medical School, Boston, Massachusetts 02115, USA
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Grassian AR, Coloff JL, Brugge JS. Extracellular matrix regulation of metabolism and implications for tumorigenesis. Cold Spring Harb Symp Quant Biol 2011; 76:313-24. [PMID: 22105806 DOI: 10.1101/sqb.2011.76.010967] [Citation(s) in RCA: 46] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/15/2022]
Abstract
Attachment to extracellular matrix (ECM) is required for the survival and proliferation of normal epithelial cells. Epithelial tumor cells, however, often acquire "anchorage independence," a property that may contribute to their ability to invade and grow in foreign environments. Although apoptosis is the most rapid and effective mechanism that causes the death of matrix-detached cells, it has become apparent that detachment from matrix alters other aspects of cell physiology prior to commitment to cell death and that some of these alterations can lead to cell death under conditions where apoptosis is suppressed. This report provides an overview of death processes that contribute to the death of matrix-detached normal cells and describes mechanisms that confer anchorage independence, with a focus on ECM regulation of cell metabolism. Loss of matrix attachment leads to metabolic stress characterized by reduced nutrient uptake, decreased ATP production, and increased levels of reactive oxygen species (ROS). The decrease in ATP levels is prevented by either constitutive activation of the PI3K/Akt pathway or exogenous antioxidants. Additionally, decreased Erk signaling in matrix-detached cells causes a disproportionate decrease in flux through pyruvate dehydrogenase (PDH), leading to decreased entry of glucose carbons into the citric acid cycle. Interestingly, forced overexpression of a PDH inhibitor suppresses de novo lipogenesis and proliferation, highlighting the importance of mitochondrial metabolism in supplying intermediates for biosynthetic processes required for proliferation. Thus, ECM attachment is a key regulator of cellular metabolism, and alterations in metabolism owing to changes or loss of ECM engagement during tumorigenesis may serve important tumor-suppressive functions.
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Affiliation(s)
- A R Grassian
- Department of Cell Biology, Harvard Medical School, Boston, Massachusetts 02115, USA
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Grassian AR, Metallo CM, Stephanopoulos G, Brugge JS. Abstract 2802: Evaluation of metabolic changes induced by loss of extracellular matrix attachment using 13C Flux analysis. Cancer Res 2011. [DOI: 10.1158/1538-7445.am2011-2802] [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
Recent studies from our laboratory revealed the importance of extracellular matrix in regulating cellular metabolism. Briefly, detachment of mammary epithelial cells from extracellular matrix (ECM) causes a significant reduction in ATP levels due to reduced glucose uptake. ErbB2 overexpression restores ATP levels by maintaining glucose uptake in ECM detached cells. The loss of glucose uptake also increases ROS levels, and unexpectedly, antioxidants rescue the metabolic defect, by relieving an ROS-mediated inhibition of ATP generation by fatty acid oxidation.
These findings suggest that ECM contact is an important regulator of cellular metabolism, and that tumor cells may be able to circumvent the requirement for ECM-attachment via overexpression of certain oncogenes. We used 13C metabolic flux analysis to more thoroughly investigate the metabolic changes induced by ECM detachment and ErbB2 overexpression in the immortalized, non-transformed human mammary epithelial cell-line, MCF10A. Our results show that matrix-detachment leads to a dramatic decrease in nutrient uptake, including glucose, glutamine and pyruvate. Interestingly, we found that there is a substantial decrease in glucose flux to the tricarboxylic acid (TCA) cycle; this is due both to the decreased glucose uptake, as well as an increased diversion of glucose towards lactate production (aerobic glycolysis). ErbB2 overexpression partially reverses these defects in the ECM-detached cells. Glucose entrance to the TCA cycle is regulated by pyruvate dehydrogenase (PDH), which are in turn negatively regulated by PDH kinases (PDK1-4). Interesting, we find a dramatic increase in PDK4 levels in ECM-detached cells, which is partially prevented by ErbB2 overexpression. While PI3K signaling has previously been shown to negatively regulate PDK4 expression, we find that Mek, but not PI3K, regulates PDK4 levels in our system. Ongoing studies will further examine the regulation of glucose and pyruvate metabolism by ErbB2 and ECM. These analyses will allow us to identify unpredictable nodes of metabolic regulation by ErbB2 and ECM and may provide rational treatment approaches for targeting tumor metabolism.
Citation Format: {Authors}. {Abstract title} [abstract]. In: Proceedings of the 102nd Annual Meeting of the American Association for Cancer Research; 2011 Apr 2-6; Orlando, FL. Philadelphia (PA): AACR; Cancer Res 2011;71(8 Suppl):Abstract nr 2802. doi:10.1158/1538-7445.AM2011-2802
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Grassian AR, Schafer ZT, Brugge JS. ErbB2 stabilizes epidermal growth factor receptor (EGFR) expression via Erk and Sprouty2 in extracellular matrix-detached cells. J Biol Chem 2010; 286:79-90. [PMID: 20956544 DOI: 10.1074/jbc.m110.169821] [Citation(s) in RCA: 38] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/23/2023] Open
Abstract
Epithelial cells are dependent on extracellular matrix (ECM) attachment for maintenance of metabolic activity and suppression of apoptosis. Here we show that loss of ECM attachment causes down-regulation of epidermal growth factor receptor (EGFR) and β1 integrin protein and mRNA expression and that ErbB2, which is amplified in 25% of breast tumors, reverses these effects of ECM deprivation. ErbB2 rescue of β1 integrin mRNA and protein in suspended cells is dependent on EGFR, however, the rescue of EGFR expression does not require β1 integrin. We show that there is a significant decrease in the stability of EGFR in ECM-detached cells that is reversed by ErbB2 overexpression. Rescue of both EGFR and β1 integrin protein by ErbB2 is dependent on Erk activity and induction of its downstream target Sprouty2, a protein known to regulate EGFR protein stability. Interestingly, expression of EGFR and β1 integrin protein is more dependent on Erk/Sprouty2 in ECM-detached ErbB2-overexpressing cells when compared with ECM-attached cells. These results provide further insight into the ErbB2-driven anchorage independence of tumor cells and provide a new mechanism for regulation of EGFR and β1 integrin expression in ECM-detached cells.
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Affiliation(s)
- Alexandra R Grassian
- Department of Cell Biology, Harvard Medical School, Boston, Massachusetts 02115, USA
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Schafer ZT, Grassian AR, Song L, Jiang Z, Gerhart-Hines Z, Irie HY, Gao S, Puigserver P, Brugge JS. Antioxidant and oncogene rescue of metabolic defects caused by loss of matrix attachment. Nature 2009; 461:109-13. [PMID: 19693011 DOI: 10.1038/nature08268] [Citation(s) in RCA: 784] [Impact Index Per Article: 52.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2009] [Accepted: 07/06/2009] [Indexed: 12/15/2022]
Abstract
Normal epithelial cells require matrix attachment for survival, and the ability of tumour cells to survive outside their natural extracellular matrix (ECM) niches is dependent on acquisition of anchorage independence. Although apoptosis is the most rapid mechanism for eliminating cells lacking appropriate ECM attachment, recent reports suggest that non-apoptotic death processes prevent survival when apoptosis is inhibited in matrix-deprived cells. Here we demonstrate that detachment of mammary epithelial cells from ECM causes an ATP deficiency owing to the loss of glucose transport. Overexpression of ERBB2 rescues the ATP deficiency by restoring glucose uptake through stabilization of EGFR and phosphatidylinositol-3-OH kinase (PI(3)K) activation, and this rescue is dependent on glucose-stimulated flux through the antioxidant-generating pentose phosphate pathway. Notably, we found that the ATP deficiency could be rescued by antioxidant treatment without rescue of glucose uptake. This rescue was found to be dependent on stimulation of fatty acid oxidation, which is inhibited by detachment-induced reactive oxygen species (ROS). The significance of these findings was supported by evidence of an increase in ROS in matrix-deprived cells in the luminal space of mammary acini, and the discovery that antioxidants facilitate the survival of these cells and enhance anchorage-independent colony formation. These results show both the importance of matrix attachment in regulating metabolic activity and an unanticipated mechanism for cell survival in altered matrix environments by antioxidant restoration of ATP generation.
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Affiliation(s)
- Zachary T Schafer
- Department of Cell Biology, Harvard Medical School, Boston, Massachusetts 02115, USA
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