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Liu W, Mousa AAK, Hopkins AM, Wu YF, Thu KL, Campbell M, Lees SJ, Ramachandran R, Hou J. Lysophosphatidic acid receptor 1 (LPA1) antagonists as potential migrastatics for triple negative breast cancer. ChemMedChem 2024:e202400013. [PMID: 38648251 DOI: 10.1002/cmdc.202400013] [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: 01/05/2024] [Revised: 04/16/2024] [Accepted: 04/19/2024] [Indexed: 04/25/2024]
Abstract
Metastasis is responsible for about 90% of cancer deaths. Anti-metastatic drugs, termed as migrastatics, offer a distinctive therapeutic approach to address cancer migration and invasion. However, therapeutic exploitation of metastasis-specific targets remains limited, and the effective prevention and suppression of metastatic cancer continue to be elusive. Lysophosphatidic acid receptor 1 (LPA1) is activated by an endogenous lipid molecule LPA, leading to a diverse array of cellular activities. Previous studies have shown that the LPA/LPA1 axis supports the progression of metastasis for many types of cancer. In this study, we report the synthesis and biological evaluation of fluorine-containing triazole derivatives as potent LPA1 antagonists, offering potential as migrastatic drugs for triple negative breast cancer (TNBC). In particular, compound 12f, the most potent and highly selective in this series with an IC50 value of 16.0 nM in the cAMP assay and 18.4 nM in the calcium mobilization assay, inhibited cell survival, migration, and invasion in the TNBC cell line. Interestingly, the compound did not induce apoptosis in TNBC cells and demonstrated no cytotoxic effects. These results highlight the potential of LPA1 as a migrastatic target. Consequently, the LPA1 antagonists developed in this study hold promise as potential migrastatic candidates for TNBC.
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Affiliation(s)
| | | | | | - Yin Fang Wu
- Unity Health Toronto, Keenan Research Centre for Biomedical Science at St. Michael's Hospital, CANADA
| | - Kelsie L Thu
- University of Toronto, Laboratory Medicine and Pathobiology, CANADA
| | | | - Simon J Lees
- NOSM University Human Sciences Division, Physiology, CANADA
| | | | - Jinqiang Hou
- Lakehead University - Thunder Bay Campus: Lakehead University, Chemistry, 955 Oliver Rd, P7B 5E1, Thunder Bay, CANADA
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2
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Thu KL, Yoon JY. ATM-the gene at the moment in non-small cell lung cancer. Transl Lung Cancer Res 2024; 13:699-705. [PMID: 38601449 PMCID: PMC11002499 DOI: 10.21037/tlcr-23-853] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/24/2023] [Accepted: 02/26/2024] [Indexed: 04/12/2024]
Affiliation(s)
- Kelsie L. Thu
- Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, Canada
- Keenan Research Centre for Biomedical Sciences, St. Michael’s Hospital of Unity Health Toronto, Toronto, Canada
| | - Ju-Yoon Yoon
- Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, Canada
- Department of Laboratory Medicine, Division of Pathology, Unity Health Toronto, Toronto, Canada
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Lau APY, Khavkine Binstock SS, Thu KL. CD47: The Next Frontier in Immune Checkpoint Blockade for Non-Small Cell Lung Cancer. Cancers (Basel) 2023; 15:5229. [PMID: 37958404 PMCID: PMC10649163 DOI: 10.3390/cancers15215229] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/15/2023] [Revised: 10/18/2023] [Accepted: 10/27/2023] [Indexed: 11/15/2023] Open
Abstract
The success of PD-1/PD-L1-targeted therapy in lung cancer has resulted in great enthusiasm for additional immunotherapies in development to elicit similar survival benefits, particularly in patients who do not respond to or are ineligible for PD-1 blockade. CD47 is an immunosuppressive molecule that binds SIRPα on antigen-presenting cells to regulate an innate immune checkpoint that blocks phagocytosis and subsequent activation of adaptive tumor immunity. In lung cancer, CD47 expression is associated with poor survival and tumors with EGFR mutations, which do not typically respond to PD-1 blockade. Given its prognostic relevance, its role in facilitating immune escape, and the number of agents currently in clinical development, CD47 blockade represents a promising next-generation immunotherapy for lung cancer. In this review, we briefly summarize how tumors disrupt the cancer immunity cycle to facilitate immune evasion and their exploitation of immune checkpoints like the CD47-SIRPα axis. We also discuss approved immune checkpoint inhibitors and strategies for targeting CD47 that are currently being investigated. Finally, we review the literature supporting CD47 as a promising immunotherapeutic target in lung cancer and offer our perspective on key obstacles that must be overcome to establish CD47 blockade as the next standard of care for lung cancer therapy.
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Affiliation(s)
- Asa P. Y. Lau
- Laboratory Medicine and Pathobiology, University of Toronto, Toronto, ON M5S 1A8, Canada
- Keenan Research Centre for Biomedical Science, St. Michael’s Hospital, Toronto, ON M5B 1T8, Canada
| | - Sharon S. Khavkine Binstock
- Laboratory Medicine and Pathobiology, University of Toronto, Toronto, ON M5S 1A8, Canada
- Keenan Research Centre for Biomedical Science, St. Michael’s Hospital, Toronto, ON M5B 1T8, Canada
| | - Kelsie L. Thu
- Laboratory Medicine and Pathobiology, University of Toronto, Toronto, ON M5S 1A8, Canada
- Keenan Research Centre for Biomedical Science, St. Michael’s Hospital, Toronto, ON M5B 1T8, Canada
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Lau AP, Kubli SP, Wakeham A, Mak TW, Thu KL. Abstract 5182: CD47 is a promising therapeutic target in non-small cell lung cancer. Cancer Res 2023. [DOI: 10.1158/1538-7445.am2023-5182] [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: 04/07/2023]
Abstract
Abstract
Introduction: Immune checkpoint inhibitors can elicit remarkable tumor regressions in non-small cell lung cancer (NSCLC), but not all patients are eligible for these drugs and only a small fraction of those who are respond. Thus, additional immunotherapies (IO) for NSCLC patients are needed. CD47 is an immunosuppressive protein frequently overexpressed in NSCLC. When bound to its receptor, SIRPα, the phagocytic function of antigen presenting cells (APCs) is impaired which dampens the innate immune response and anti-tumor immunity. CD47-SIRPα-targeted IOs are under investigation in clinical trials but little efficacy has been seen in solid tumours, suggesting further preclinical knowledge is needed to guide effective use in NSCLC. To address this need, we aim to decipher immune-mediated and cell-intrinsic mechanisms governing NSCLC response to CD47 inhibition.
Methods: CRISPR/Cas9 was used to generate mixed and clonal Cd47 knockout (KO) populations in two murine, syngeneic NSCLC models (LLC and CMT167). The effect of Cd47 inactivation on tumor cell fitness was assessed by multicolour competition assays conducted in vitro and in orthotopic tumors grown in immunocompetent C57BL/6 mice. Survival studies were also done in immune competent (C57BL/6) and deficient (NCG) mice to provide insights into cell-intrinsic versus immune-mediated effects of Cd47 KO on tumor growth. Immunophenotyping of tumours grown in syngeneic hosts was done using flow cytometry to compare immune cell infiltration in wildtype (WT) versus Cd47 KO tumors.
Results: Multicolour competition assays revealed that Cd47 LOF reduced the fitness of LLC and CMT167 cells grown in mice but not in cells grown in vitro, suggesting Cd47 KO does not compromise cell proliferation. Consistent with these results, survival studies conducted in immune competent hosts showed prolonged survival of mice with Cd47 KO compared to WT tumors in both models. An increase in activated Cd8+ cytotoxic T cells and M1-polarized macrophages was observed in Cd47 KO tumors relative to WT controls. Interestingly, the same survival studies conducted in immune compromised mice also showed a significant survival benefit for mice with Cd47 KO tumors, suggesting immune- and proliferation-independent, cell-intrinsic functions of Cd47 may also regulate NSCLC growth and progression.
Conclusions: Our results confirm the therapeutic potential of Cd47-targeted IO in NSCLC. The increased infiltration of anti-tumor lymphocytes and myeloid cells in Cd47 KO tumours supports a role for the immune system in mediating enhanced survival. However, because immune deficient mice with Cd47 KO tumors also exhibited a survival benefit, additional studies are required to deduce how Cd47-regulated cell-intrinsic mechanisms promote NSCLC biology. Our findings warrant further preclinical research to define effective anti-CD47 strategies for NSCLC.
Citation Format: Asa P. Lau, Shawn P. Kubli, Andrew Wakeham, Tak W. Mak, Kelsie L. Thu. CD47 is a promising therapeutic target in non-small cell lung cancer. [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2023; Part 1 (Regular and Invited Abstracts); 2023 Apr 14-19; Orlando, FL. Philadelphia (PA): AACR; Cancer Res 2023;83(7_Suppl):Abstract nr 5182.
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Affiliation(s)
- Asa P. Lau
- 1St. Michael's Hospital, Toronto, Ontario, Canada
| | | | | | - Tak W. Mak
- 3University Health Network, Toronto, Ontario, Canada
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Zhang CZ, Wu BZ, Wu YF, di Ciano-Oliveira C, Yoon JY, Mak TW, Cescon DW, Thu KL. Abstract 3965: KIFC1 is a therapeutic target in lung cancers with extra centrosomes. Cancer Res 2023. [DOI: 10.1158/1538-7445.am2023-3965] [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: 04/07/2023]
Abstract
Abstract
Introduction: Lung cancer is a deadly malignancy and new treatments targeting mechanisms promoting its growth and progression are needed. Genomic instability (GIN) is a recurrent feature of lung tumours that promotes drug resistance and other cancer hallmarks. One mechanism that enables tumour-promoting GIN is centrosome amplification (CA). Centrosomes are organelles involved in chromosome segregation during cell division and two centrosomes in a bipolar arrangement normally ensure equal division of the genome during mitosis. CA, an abnormal increase in centrosome number, is frequently observed in lung and other cancers despite the fact that it can cause lethal multipolar mitotic spindles that potentiate aneuploidy. To mitigate detrimental consequences of CA, cancer cells can cluster extra centrosomes into pseudo-bipolar mitotic spindles. This process is facilitated by a protein called KIFC1 which is upregulated in a large proportion of lung cancers. However, KIFC1’s potential as a therapeutic target in lung cancers with CA has not been explored. Here we investigate the hypothesis that lung cancers with CA are dependent on KIFC1 and sensitive to its inhibition.
Methods: Western blotting for KIFC1 and immunofluorescence (IF) for the centrosomal protein, CEP192, were used to measure basal expression and CA, respectively, across a panel of 21 lung adenocarcinoma (LUAD) and 3 non-malignant (NM) cell lines. KIFC1 loss-of-function (LOF) in H1299 and PC9 (LUAD), and BEAS-2B (NM) was achieved using CRISPR/Cas9 and siRNA. In vitro competition assays were done to assess the relative fitness of mCherry-tagged wild-type and GFP-tagged KIFC1-LOF cells in mixed populations over 3-4 cell passages using flow cytometry. CA was potentiated in cells using low doses of the compound, CFI-400945. Clonogenic survival and IF experiments were also done to determine the consequences of KIFC1 LOF.
Results: Our findings suggests that basal KIFC1 expression and CA across 21 LUAD cell lines and 3 NM controls are variable. However, we observed a positive correlation (R2 = 0.52, p = 0.01) between KIFC1 expression and CA in LUAD lines. Competition assays revealed that KIFC1 LOF sensitizes LUAD cells with high KIFC1 expression, but not LUAD with low KIFC1 expression or NM cells, to pharmacologically-induced CA. Complementary siRNA experiments confirmed that KIFC1 LOF impairs the survival of cells with CA. Finally, we found that KIFC1 LOF was associated with an increase in multi-polar spindles.
Conclusion: These findings support our hypothesis that LUAD with CA are dependent on KIFC1. We suspect its role in centrosome clustering explains this phenotype. Ongoing work is focused on validating these observations in additional models and clinical tumours to confirm its therapeutic potential in LUAD with CA, since combining KIFC1 inhibition with standard of care therapies that induce CA (eg. cisplatin, radiation) could represent an effective therapeutic strategy.
Citation Format: Christopher Z. Zhang, Benson Z. Wu, Yin Fang Wu, Caterina di Ciano-Oliveira, Ju-Yoon Yoon, Tak W. Mak, David W. Cescon, Kelsie L. Thu. KIFC1 is a therapeutic target in lung cancers with extra centrosomes. [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2023; Part 1 (Regular and Invited Abstracts); 2023 Apr 14-19; Orlando, FL. Philadelphia (PA): AACR; Cancer Res 2023;83(7_Suppl):Abstract nr 3965.
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Affiliation(s)
| | - Benson Z. Wu
- 1St. Michael's Hospital, Toronto, Ontario, Canada
| | - Yin Fang Wu
- 1St. Michael's Hospital, Toronto, Ontario, Canada
| | | | - Ju-Yoon Yoon
- 1St. Michael's Hospital, Toronto, Ontario, Canada
| | - Tak W. Mak
- 2University Health Network, Toronto, Ontario, Canada
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Chan CYK, Yuen VWH, Chiu DKC, Goh CC, Thu KL, Cescon DW, Soria-Bretones I, Law CT, Cheu JWS, Lee D, Tse APW, Tan KV, Zhang MS, Wong BPY, Wong CM, Khong PL, Ng IOL, Bray MR, Mak TW, Yau TCC, Wong CCL. Polo-like kinase 4 inhibitor CFI-400945 suppresses liver cancer through cell cycle perturbation and eliciting antitumor immunity. Hepatology 2023; 77:729-744. [PMID: 35302667 DOI: 10.1002/hep.32461] [Citation(s) in RCA: 14] [Impact Index Per Article: 14.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/30/2021] [Revised: 02/25/2022] [Accepted: 02/25/2022] [Indexed: 01/10/2023]
Abstract
BACKGROUND AND AIMS Prognosis of HCC remains poor due to lack of effective therapies. Immune checkpoint inhibitors (ICIs) have delayed response and are only effective in a subset of patients. Treatments that could effectively shrink the tumors within a short period of time are idealistic to be employed together with ICIs for durable tumor suppressive effects. HCC acquires increased tolerance to aneuploidy. The rapid division of HCC cells relies on centrosome duplication. In this study, we found that polo-like kinase 4 (PLK4), a centrosome duplication regulator, represents a therapeutic vulnerability in HCC. APPROACH AND RESULTS An orally available PLK4 inhibitor, CFI-400945, potently suppressed proliferating HCC cells by perturbing centrosome duplication. CFI-400945 induced endoreplication without stopping DNA replication, causing severe aneuploidy, DNA damage, micronuclei formation, cytosolic DNA accumulation, and senescence. The cytosolic DNA accumulation elicited the DEAD box helicase 41-stimulator of interferon genes-interferon regulatory factor 3/7-NF-κβ cytosolic DNA sensing pathway, thereby driving the transcription of senescence-associated secretory phenotypes, which recruit immune cells. CFI-400945 was evaluated in liver-specific p53/phosphatase and tensin homolog knockout mouse HCC models established by hydrodynamic tail vein injection. Tumor-infiltrated immune cells were analyzed. CFI-400945 significantly impeded HCC growth and increased infiltration of cluster of differentiation 4-positive (CD4 + ), CD8 + T cells, macrophages, and natural killer cells. Combination therapy of CFI-400945 with anti-programmed death-1 showed a tendency to improve HCC survival. CONCLUSIONS We show that by targeting a centrosome regulator, PLK4, to activate the cytosolic DNA sensing-mediated immune response, CFI-400945 effectively restrained tumor progression through cell cycle inhibition and inducing antitumor immunity to achieve a durable suppressive effect even in late-stage mouse HCC.
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Affiliation(s)
- Cerise Yuen-Ki Chan
- Department of Pathology , The University of Hong Kong , Hong Kong SAR , China.,Centre for Oncology and Immunology , Hong Kong Science Park , Hong Kong SAR , China
| | - Vincent Wai-Hin Yuen
- Department of Pathology , The University of Hong Kong , Hong Kong SAR , China.,Centre for Oncology and Immunology , Hong Kong Science Park , Hong Kong SAR , China
| | | | - Chi-Ching Goh
- Department of Pathology , The University of Hong Kong , Hong Kong SAR , China
| | - Kelsie L Thu
- The Campbell Family Institute for Breast Cancer Research , Princess Margaret Cancer Centre , Toronto , Ontario , Canada
| | - David W Cescon
- The Campbell Family Institute for Breast Cancer Research , Princess Margaret Cancer Centre , Toronto , Ontario , Canada
| | - Isabel Soria-Bretones
- The Campbell Family Institute for Breast Cancer Research , Princess Margaret Cancer Centre , Toronto , Ontario , Canada
| | - Cheuk-Ting Law
- Department of Pathology , The University of Hong Kong , Hong Kong SAR , China
| | - Jacinth Wing-Sum Cheu
- Department of Pathology , The University of Hong Kong , Hong Kong SAR , China.,Centre for Oncology and Immunology , Hong Kong Science Park , Hong Kong SAR , China
| | - Derek Lee
- Department of Pathology , The University of Hong Kong , Hong Kong SAR , China.,Centre for Oncology and Immunology , Hong Kong Science Park , Hong Kong SAR , China
| | - Aki Pui-Wah Tse
- Department of Pathology , The University of Hong Kong , Hong Kong SAR , China.,Centre for Oncology and Immunology , Hong Kong Science Park , Hong Kong SAR , China
| | - Kel Vin Tan
- Department of Diagnostic Radiology , The University of Hong Kong , Hong Kong SAR , China
| | - Misty Shuo Zhang
- Department of Pathology , The University of Hong Kong , Hong Kong SAR , China.,Centre for Oncology and Immunology , Hong Kong Science Park , Hong Kong SAR , China
| | - Bowie Po-Yee Wong
- Department of Pathology , The University of Hong Kong , Hong Kong SAR , China
| | - Chun-Ming Wong
- Department of Pathology , The University of Hong Kong , Hong Kong SAR , China.,State Key Laboratory of Liver Research , The University of Hong Kong , Hong Kong SAR , China
| | - Pek-Lan Khong
- Department of Diagnostic Radiology , The University of Hong Kong , Hong Kong SAR , China
| | - Irene Oi-Lin Ng
- Department of Pathology , The University of Hong Kong , Hong Kong SAR , China.,State Key Laboratory of Liver Research , The University of Hong Kong , Hong Kong SAR , China
| | - Mark R Bray
- The Campbell Family Institute for Breast Cancer Research , Princess Margaret Cancer Centre , Toronto , Ontario , Canada
| | - Tak Wah Mak
- Centre for Oncology and Immunology , Hong Kong Science Park , Hong Kong SAR , China.,The Campbell Family Institute for Breast Cancer Research , Princess Margaret Cancer Centre , Toronto , Ontario , Canada
| | - Thomas Chung-Cheung Yau
- State Key Laboratory of Liver Research , The University of Hong Kong , Hong Kong SAR , China.,Department of Medicine , The University of Hong Kong , Hong Kong SAR , China
| | - Carmen Chak-Lui Wong
- Department of Pathology , The University of Hong Kong , Hong Kong SAR , China.,Centre for Oncology and Immunology , Hong Kong Science Park , Hong Kong SAR , China.,State Key Laboratory of Liver Research , The University of Hong Kong , Hong Kong SAR , China.,Guangdong-Hong Kong Joint Laboratory for RNA Medicine , Sun Yat-Sen University , Guangzhou , China
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Joshi K, Sanwal R, Thu KL, Tsai SSH, Lee WL. Plug and Pop: A 3D-Printed, Modular Platform for Drug Delivery Using Clinical Ultrasound and Microbubbles. Pharmaceutics 2022; 14:pharmaceutics14112516. [PMID: 36432707 PMCID: PMC9695114 DOI: 10.3390/pharmaceutics14112516] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2022] [Revised: 11/14/2022] [Accepted: 11/16/2022] [Indexed: 11/22/2022] Open
Abstract
Targeted drug and gene delivery using ultrasound and microbubbles (USMB) has the potential to treat several diseases. In vitro investigation of USMB-mediated delivery is of prime importance prior to in vivo studies because it is cost-efficient and allows for the rapid optimization of experimental parameters. Most in vitro USMB studies are carried out with non-clinical, research-grade ultrasound systems, which are not approved for clinical use and are difficult to replicate by other labs. A standardized, low-cost, and easy-to-use in vitro experimental setup using a clinical ultrasound system would facilitate the eventual translation of the technology to the bedside. In this paper, we report a modular 3D-printed experimental setup using a clinical ultrasound transducer that can be used to study USMB-mediated drug delivery. We demonstrate its utility for optimizing various cargo delivery parameters in the HEK293 cell line, as well as for the CMT167 lung carcinoma cell line, using dextran as a model drug. We found that the proportion of dextran-positive cells increases with increasing mechanical index and ultrasound treatment time and decreases with increasing pulse interval (PI). We also observed that dextran delivery is most efficient for a narrow range of microbubble concentrations.
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Affiliation(s)
- Kushal Joshi
- Department of Mechanical and Industrial Engineering, Toronto Metropolitan University, Toronto, ON M5B 2K3, Canada
- Institute for Biomedical Engineering, Science and Technology (iBEST), Toronto, ON M5B 1T8, Canada
- Keenan Research Centre for Biomedical Science, St. Michael’s Hospital, Unity Health Toronto, Toronto, ON M5B 1T8, Canada
| | - Rajiv Sanwal
- Keenan Research Centre for Biomedical Science, St. Michael’s Hospital, Unity Health Toronto, Toronto, ON M5B 1T8, Canada
- Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, ON M5S 1A8, Canada
| | - Kelsie L. Thu
- Keenan Research Centre for Biomedical Science, St. Michael’s Hospital, Unity Health Toronto, Toronto, ON M5B 1T8, Canada
- Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, ON M5S 1A8, Canada
| | - Scott S. H. Tsai
- Department of Mechanical and Industrial Engineering, Toronto Metropolitan University, Toronto, ON M5B 2K3, Canada
- Institute for Biomedical Engineering, Science and Technology (iBEST), Toronto, ON M5B 1T8, Canada
- Keenan Research Centre for Biomedical Science, St. Michael’s Hospital, Unity Health Toronto, Toronto, ON M5B 1T8, Canada
- Biomedical Engineering Graduate Program, Toronto Metropolitan University, Toronto, ON M5B 2K3, Canada
| | - Warren L. Lee
- Department of Mechanical and Industrial Engineering, Toronto Metropolitan University, Toronto, ON M5B 2K3, Canada
- Institute for Biomedical Engineering, Science and Technology (iBEST), Toronto, ON M5B 1T8, Canada
- Keenan Research Centre for Biomedical Science, St. Michael’s Hospital, Unity Health Toronto, Toronto, ON M5B 1T8, Canada
- Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, ON M5S 1A8, Canada
- Biomedical Engineering Graduate Program, Toronto Metropolitan University, Toronto, ON M5B 2K3, Canada
- Interdepartmental Division of Critical Care Medicine, University of Toronto, Toronto, ON M5S 1A1, Canada
- Correspondence:
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Soria-Bretones I, Thu KL, Silvester J, Cruickshank J, El Ghamrasni S, Ba-alawi W, Fletcher GC, Kiarash R, Elliott MJ, Chalmers JJ, Elia AC, Cheng A, Rose AAN, Bray MR, Haibe-Kains B, Mak TW, Cescon DW. The spindle assembly checkpoint is a therapeutic vulnerability of CDK4/6 inhibitor-resistant ER + breast cancer with mitotic aberrations. Sci Adv 2022; 8:eabq4293. [PMID: 36070391 PMCID: PMC9451148 DOI: 10.1126/sciadv.abq4293] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/07/2022] [Accepted: 07/21/2022] [Indexed: 06/15/2023]
Abstract
Inhibitors of cyclin-dependent kinases 4 and 6 (CDK4/6i) are standard first-line treatments for metastatic ER+ breast cancer. However, acquired resistance to CDK4/6i invariably develops, and the molecular phenotypes and exploitable vulnerabilities associated with resistance are not yet fully characterized. We developed a panel of CDK4/6i-resistant breast cancer cell lines and patient-derived organoids and demonstrate that a subset of resistant models accumulates mitotic segregation errors and micronuclei, displaying increased sensitivity to inhibitors of mitotic checkpoint regulators TTK and Aurora kinase A/B. RB1 loss, a well-recognized mechanism of CDK4/6i resistance, causes such mitotic defects and confers enhanced sensitivity to TTK inhibition. In these models, inhibition of TTK with CFI-402257 induces premature chromosome segregation, leading to excessive mitotic segregation errors, DNA damage, and cell death. These findings nominate the TTK inhibitor CFI-402257 as a therapeutic strategy for a defined subset of ER+ breast cancer patients who develop resistance to CDK4/6i.
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Affiliation(s)
- Isabel Soria-Bretones
- Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada
- Segal Cancer Centre and Lady Davis Institute for Medical Research, Jewish General Hospital, Montreal, QC, Canada
- Gerald Bronfman Department of Oncology, McGill University, Montreal, QC, Canada
| | - Kelsie L. Thu
- Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada
- Keenan Research Centre for Biomedical Sciences, St. Michael’s Hospital , Toronto,, ON, Canada
- Laboratory Medicine and Pathobiology, University of Toronto, Toronto, ON, Canada
| | - Jennifer Silvester
- Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada
| | | | - Samah El Ghamrasni
- Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada
| | - Wail Ba-alawi
- Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada
| | - Graham C. Fletcher
- Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada
| | - Reza Kiarash
- Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada
| | - Mitchell J. Elliott
- Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada
- Department of Medicine, University of Toronto, Toronto , ON, Canada
| | - Jordan J. Chalmers
- Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada
| | - Andrea C. Elia
- Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada
| | - Albert Cheng
- Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada
| | - April A. N. Rose
- Segal Cancer Centre and Lady Davis Institute for Medical Research, Jewish General Hospital, Montreal, QC, Canada
- Gerald Bronfman Department of Oncology, McGill University, Montreal, QC, Canada
| | - Mark R. Bray
- Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada
| | | | - Tak W. Mak
- Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada
| | - David W. Cescon
- Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada
- Department of Medicine, University of Toronto, Toronto , ON, Canada
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Bretones IS, Thu KL, Silvester J, Kiarash R, Fletcher GC, Cruickshank J, Bray MR, Mak TW, Cescon DW. Abstract PD2-03: CDK4/6 inhibitor-resistant ER+ breast cancer cell lines are hypersensitive to TTK inhibition. Cancer Res 2020. [DOI: 10.1158/1538-7445.sabcs19-pd2-03] [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
Inhibitors of cyclin-dependent kinases 4 and 6 (CDK4/6i), in combination with hormonal therapies, have become standard of care for the treatment of estrogen receptor-positive (ER+)/HER2-negative metastatic breast cancer. Despite demonstrating significant improvements in progression-free survival, acquired resistance to these inhibitors invariably develops. Recent analyses of clinical samples have identified emergent genomic alterations conferring acquired resistance to CDK4/6i, and begin to define the biology of this new clinical entity. Discovery of vulnerabilities of CDK4/6i-resistant tumours is imperative to improve the survival of this group of patients. We modeled CDK4/6i resistance in ER+ breast cancer cell lines using two complementary approaches: (1) spontaneous development of resistance upon continuous exposure to the palbociclib for 6-9 months, and (2) genetic engineering of RB1 loss of function. In both cases, palbociclib resistance was confirmed by colony formation and cell proliferation assays. To identify potential therapeutic strategies for CDK4/6i-resistant cells, we tested the in vitro activity of novel cell cycle inhibitors using sulforhodamine B (SRB) cytotoxicity assays. CFI-402257, a selective TTK inhibitor now in Phase I testing, induced significantly increased cytotoxicity in different CDK4/6i-resistant models compared to parental cell lines, including but not exclusively those with RB1 loss. CFI-402257 treatment caused defects in cell cycle progression and increased DNA damage and genomic instability in CDK4/6i-resistant cells, while these effects were mild in parental, CDK4/6i-sensitive cell lines. In some cases, these phenotypes were accompanied by an increase in apoptotic signaling. Analysis of the molecular determinants of these effects are being evaluated (additional results will be presented). In xenografts derived from MCF7 cells, CFI-402257 treatment completely abrogated the growth of RB1-KO tumours and had a much less pronounced effect on wild-type tumours. In summary, our results nominate the TTK inhibitor CFI-402257 as a promising therapeutic strategy for breast cancer patients who progress after CDK4/6 inhibition. A clinical trial testing this strategy is being launched.
Citation Format: Isabel Soria Bretones, Kelsie L Thu, Jennifer Silvester, Reza Kiarash, Graham C Fletcher, Jennifer Cruickshank, Mark R Bray, Tak W Mak, David W Cescon. CDK4/6 inhibitor-resistant ER+ breast cancer cell lines are hypersensitive to TTK inhibition [abstract]. In: Proceedings of the 2019 San Antonio Breast Cancer Symposium; 2019 Dec 10-14; San Antonio, TX. Philadelphia (PA): AACR; Cancer Res 2020;80(4 Suppl):Abstract nr PD2-03.
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Affiliation(s)
| | | | | | | | | | | | - Mark R Bray
- 1University Health Network, Toronto, ON, Canada
| | - Tak W Mak
- 2University Health Network and Department of Biophysics, University of Toronto, Toronto, ON, Canada
| | - David W Cescon
- 3University Health Network and Department of Medicine, University of Toronto, Toronto, ON, Canada
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10
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Zheng L, Chen Z, Kawakami M, Chen Y, Roszik J, Mustachio LM, Kurie JM, Villalobos P, Lu W, Behrens C, Mino B, Solis LM, Silvester J, Thu KL, Cescon DW, Rodriguez-Canales J, Wistuba II, Mak TW, Liu X, Dmitrovsky E. Tyrosine Threonine Kinase Inhibition Eliminates Lung Cancers by Augmenting Apoptosis and Polyploidy. Mol Cancer Ther 2019; 18:1775-1786. [PMID: 31358662 DOI: 10.1158/1535-7163.mct-18-0864] [Citation(s) in RCA: 21] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2018] [Revised: 12/18/2018] [Accepted: 07/24/2019] [Indexed: 01/11/2023]
Abstract
The spindle assembly checkpoint maintains genomic integrity. A key component is tyrosine threonine kinase (TTK, also known as Mps1). TTK antagonism is hypothesized to cause genomic instability and cell death. Interrogating The Cancer Genome Atlas revealed high TTK expression in lung adenocarcinomas and squamous cell cancers versus the normal lung (P < 0.001). This correlated with an unfavorable prognosis in examined lung adenocarcinoma cases (P = 0.007). TTK expression profiles in lung tumors were independently assessed by RNA in situ hybridization. CFI-402257 is a highly selective TTK inhibitor. Its potent antineoplastic effects are reported here against a panel of well-characterized murine and human lung cancer cell lines. Significant antitumorigenic activity followed independent treatments of athymic mice bearing human lung cancer xenografts (6.5 mg/kg, P < 0.05; 8.5 mg/kg, P < 0.01) and immunocompetent mice with syngeneic lung cancers (P < 0.001). CFI-402257 antineoplastic mechanisms were explored. CFI-402257 triggered aneuploidy and apoptotic death of lung cancer cells without changing centrosome number. Reverse phase protein arrays (RPPA) of vehicle versus CFI-402257-treated lung cancers were examined using more than 300 critical growth-regulatory proteins. RPPA bioinformatic analyses discovered CFI-402257 enhanced MAPK signaling, implicating MAPK antagonism in augmenting TTK inhibitory effects. This was independently confirmed using genetic and pharmacologic repression of MAPK that promoted CFI-402257 anticancer actions. TTK antagonism exerted marked antineoplastic effects against lung cancers and MAPK inhibition cooperated. Future work should determine whether CFI-402257 treatment alone or with a MAPK inhibitor is active in the lung cancer clinic.
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Affiliation(s)
- Lin Zheng
- Department of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Zibo Chen
- Department of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas.,Frederick National Laboratory for Cancer Research, Frederick, Maryland
| | - Masanori Kawakami
- Department of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas.,Frederick National Laboratory for Cancer Research, Frederick, Maryland
| | - Yulong Chen
- Department of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Jason Roszik
- Department of Melanoma Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas.,Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Lisa Maria Mustachio
- Department of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Jonathan M Kurie
- Department of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Pamela Villalobos
- Department of Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Wei Lu
- Department of Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Carmen Behrens
- Department of Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Barbara Mino
- Department of Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Luisa M Solis
- Department of Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Jennifer Silvester
- The Campbell Family Institute for Breast Cancer Research at Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
| | - Kelsie L Thu
- The Campbell Family Institute for Breast Cancer Research at Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
| | - David W Cescon
- The Campbell Family Institute for Breast Cancer Research at Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
| | - Jaime Rodriguez-Canales
- Department of Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Ignacio I Wistuba
- Department of Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Tak W Mak
- The Campbell Family Institute for Breast Cancer Research at Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
| | - Xi Liu
- Department of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas.,Frederick National Laboratory for Cancer Research, Frederick, Maryland
| | - Ethan Dmitrovsky
- Department of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas. .,Frederick National Laboratory for Cancer Research, Frederick, Maryland.,Department of Cancer Biology, The University of Texas MD Anderson Cancer Center, Houston, Texas
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11
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Abstract
Deregulation of the cell cycle is a hallmark of cancer that enables limitless cell division. To support this malignant phenotype, cells acquire molecular alterations that abrogate or bypass control mechanisms in signaling pathways and cellular checkpoints that normally function to prevent genomic instability and uncontrolled cell proliferation. Consequently, therapeutic targeting of the cell cycle has long been viewed as a promising anti-cancer strategy. Until recently, attempts to target the cell cycle for cancer therapy using selective inhibitors have proven unsuccessful due to intolerable toxicities and a lack of target specificity. However, improvements in our understanding of malignant cell-specific vulnerabilities has revealed a therapeutic window for preferential targeting of the cell cycle in cancer cells, and has led to the development of agents now in the clinic. In this review, we discuss the latest generation of cell cycle targeting anti-cancer agents for breast cancer, including approved CDK4/6 inhibitors, and investigational TTK and PLK4 inhibitors that are currently in clinical trials. In recognition of the emerging population of ER+ breast cancers with acquired resistance to CDK4/6 inhibitors we suggest new therapeutic avenues to treat these patients. We also offer our perspective on the direction of future research to address the problem of drug resistance, and discuss the mechanistic insights required for the successful implementation of these strategies.
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Affiliation(s)
- K L Thu
- a Campbell Family Institute for Breast Cancer Research, Princess Margaret Cancer Centre , University Health Network , Toronto , Canada
| | - I Soria-Bretones
- a Campbell Family Institute for Breast Cancer Research, Princess Margaret Cancer Centre , University Health Network , Toronto , Canada
| | - T W Mak
- a Campbell Family Institute for Breast Cancer Research, Princess Margaret Cancer Centre , University Health Network , Toronto , Canada.,b Department of Medical Biophysics , University Health Network , Toronto , Canada
| | - D W Cescon
- a Campbell Family Institute for Breast Cancer Research, Princess Margaret Cancer Centre , University Health Network , Toronto , Canada.,c Department of Medicine , University of Toronto , Toronto , Canada
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12
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Kawakami M, Mustachio LM, Zheng L, Chen Y, Rodriguez-Canales J, Mino B, Kurie JM, Roszik J, Villalobos PA, Thu KL, Silvester J, Cescon DW, Wistuba II, Mak TW, Liu X, Dmitrovsky E. Polo-like kinase 4 inhibition produces polyploidy and apoptotic death of lung cancers. Proc Natl Acad Sci U S A 2018; 115:1913-1918. [PMID: 29434041 PMCID: PMC5828621 DOI: 10.1073/pnas.1719760115] [Citation(s) in RCA: 61] [Impact Index Per Article: 10.2] [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] [Indexed: 12/12/2022] Open
Abstract
Polo-like kinase 4 (PLK4) is a serine/threonine kinase regulating centriole duplication. CFI-400945 is a highly selective PLK4 inhibitor that deregulates centriole duplication, causing mitotic defects and death of aneuploid cancers. Prior work was substantially extended by showing CFI-400945 causes polyploidy, growth inhibition, and apoptotic death of murine and human lung cancer cells, despite expression of mutated KRAS or p53. Analysis of DNA content by propidium iodide (PI) staining revealed cells with >4N DNA content (polyploidy) markedly increased after CFI-400945 treatment. Centrosome numbers and mitotic spindles were scored. CFI-400945 treatment produced supernumerary centrosomes and mitotic defects in lung cancer cells. In vivo antineoplastic activity of CFI-400945 was established in mice with syngeneic lung cancer xenografts. Lung tumor growth was significantly inhibited at well-tolerated dosages. Phosphohistone H3 staining of resected lung cancers following CFI-400945 treatment confirmed the presence of aberrant mitosis. PLK4 expression profiles in human lung cancers were explored using The Cancer Genome Atlas (TCGA) and RNA in situ hybridization (RNA ISH) of microarrays containing normal and malignant lung tissues. PLK4 expression was significantly higher in the malignant versus normal lung and conferred an unfavorable survival (P < 0.05). Intriguingly, cyclin dependent kinase 2 (CDK2) antagonism cooperated with PLK4 inhibition. Taken together, PLK4 inhibition alone or as part of a combination regimen is a promising way to combat lung cancer.
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Affiliation(s)
- Masanori Kawakami
- Department of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030
| | - Lisa Maria Mustachio
- Department of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030
| | - Lin Zheng
- Department of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030
| | - Yulong Chen
- Department of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030
| | - Jaime Rodriguez-Canales
- Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030
| | - Barbara Mino
- Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030
| | - Jonathan M Kurie
- Department of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030
| | - Jason Roszik
- Melanoma Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030
- Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX 77030
| | - Pamela Andrea Villalobos
- Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030
| | - Kelsie L Thu
- The Campbell Family Institute for Breast Cancer Research, Princess Margaret Cancer Centre, University Health Network, Toronto, ON M5G 2M9, Canada
| | - Jennifer Silvester
- The Campbell Family Institute for Breast Cancer Research, Princess Margaret Cancer Centre, University Health Network, Toronto, ON M5G 2M9, Canada
| | - David W Cescon
- The Campbell Family Institute for Breast Cancer Research, Princess Margaret Cancer Centre, University Health Network, Toronto, ON M5G 2M9, Canada
- Department of Medicine, University of Toronto, Toronto, ON M5G 1L7, Canada
| | - Ignacio I Wistuba
- Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030
| | - Tak W Mak
- The Campbell Family Institute for Breast Cancer Research, Princess Margaret Cancer Centre, University Health Network, Toronto, ON M5G 2M9, Canada;
- Department of Medical Biophysics, University of Toronto, Toronto, ON M5G 1L7, Canada
| | - Xi Liu
- Department of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030
| | - Ethan Dmitrovsky
- Department of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030
- Cancer Biology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030
- Leidos Biomedical Research, Frederick National Laboratory for Cancer Research, Frederick, MD 21701
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13
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Safikhani Z, Smirnov P, Thu KL, Silvester J, El-Hachem N, Quevedo R, Lupien M, Mak TW, Cescon D, Haibe-Kains B. Gene isoforms as expression-based biomarkers predictive of drug response in vitro. Nat Commun 2017; 8:1126. [PMID: 29066719 PMCID: PMC5655668 DOI: 10.1038/s41467-017-01153-8] [Citation(s) in RCA: 40] [Impact Index Per Article: 5.7] [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: 08/30/2016] [Accepted: 08/23/2017] [Indexed: 01/09/2023] Open
Abstract
Next-generation sequencing technologies have recently been used in pharmacogenomic studies to characterize large panels of cancer cell lines at the genomic and transcriptomic levels. Among these technologies, RNA-sequencing enable profiling of alternatively spliced transcripts. Given the high frequency of mRNA splicing in cancers, linking this feature to drug response will open new avenues of research in biomarker discovery. To identify robust transcriptomic biomarkers for drug response across studies, we develop a meta-analytical framework combining the pharmacological data from two large-scale drug screening datasets. We use an independent pan-cancer pharmacogenomic dataset to test the robustness of our candidate biomarkers across multiple cancer types. We further analyze two independent breast cancer datasets and find that specific isoforms of IGF2BP2, NECTIN4, ITGB6, and KLHDC9 are significantly associated with AZD6244, lapatinib, erlotinib, and paclitaxel, respectively. Our results support isoform expressions as a rich resource for biomarkers predictive of drug response.
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Affiliation(s)
- Zhaleh Safikhani
- Princess Margaret Cancer Centre, University Health Network, 101 College Street, Toronto, ON, Canada, M5G1L7
- Department of Medical Biophysics, University of Toronto, 101 College Street, Toronto, ON, Canada, M5G1L7
| | - Petr Smirnov
- Princess Margaret Cancer Centre, University Health Network, 101 College Street, Toronto, ON, Canada, M5G1L7
| | - Kelsie L Thu
- Princess Margaret Cancer Centre, University Health Network, 101 College Street, Toronto, ON, Canada, M5G1L7
- Institut de Recherches Cliniques de Montréal, 110 Pine Avenue West, Montreal, QC, Canada, H2W 1R7
| | - Jennifer Silvester
- Princess Margaret Cancer Centre, University Health Network, 101 College Street, Toronto, ON, Canada, M5G1L7
- Institut de Recherches Cliniques de Montréal, 110 Pine Avenue West, Montreal, QC, Canada, H2W 1R7
| | - Nehme El-Hachem
- Institut de Recherches Cliniques de Montréal, 110 Pine Avenue West, Montreal, QC, Canada, H2W 1R7
| | - Rene Quevedo
- Princess Margaret Cancer Centre, University Health Network, 101 College Street, Toronto, ON, Canada, M5G1L7
- Department of Medical Biophysics, University of Toronto, 101 College Street, Toronto, ON, Canada, M5G1L7
| | - Mathieu Lupien
- Princess Margaret Cancer Centre, University Health Network, 101 College Street, Toronto, ON, Canada, M5G1L7
- Department of Medical Biophysics, University of Toronto, 101 College Street, Toronto, ON, Canada, M5G1L7
| | - Tak W Mak
- Princess Margaret Cancer Centre, University Health Network, 101 College Street, Toronto, ON, Canada, M5G1L7
- Department of Medical Biophysics, University of Toronto, 101 College Street, Toronto, ON, Canada, M5G1L7
- Campbell Family Institute for Breast Cancer Research, 620 University Avenue, Toronto, ON, Canada, M5G2C1
| | - David Cescon
- Princess Margaret Cancer Centre, University Health Network, 101 College Street, Toronto, ON, Canada, M5G1L7
- Campbell Family Institute for Breast Cancer Research, 620 University Avenue, Toronto, ON, Canada, M5G2C1
- Division of Medical Oncology and Hematology, Department of Medicine, University of Toronto, 27 King's College Circle, Toronto, ON, Canada, M5S 1A1
| | - Benjamin Haibe-Kains
- Princess Margaret Cancer Centre, University Health Network, 101 College Street, Toronto, ON, Canada, M5G1L7.
- Department of Medical Biophysics, University of Toronto, 101 College Street, Toronto, ON, Canada, M5G1L7.
- Department of Computer Science, University of Toronto, 10 King's College Road, Toronto, ON, Canada, M5S 3G4.
- Ontario Institute of Cancer Research, 661 University Avenue, Suite 510, Toronto, ON, Canada, M5G 0A3.
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14
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Becker-Santos DD, Thu KL, English JC, Pikor LA, Martinez VD, Zhang M, Vucic EA, Luk MT, Carraro A, Korbelik J, Piga D, Lhomme NM, Tsay MJ, Yee J, MacAulay CE, Lam S, Lockwood WW, Robinson WP, Jurisica I, Lam WL. Developmental transcription factor NFIB is a putative target of oncofetal miRNAs and is associated with tumour aggressiveness in lung adenocarcinoma. J Pathol 2016; 240:161-72. [PMID: 27357447 DOI: 10.1002/path.4765] [Citation(s) in RCA: 33] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/04/2015] [Revised: 05/16/2016] [Accepted: 06/06/2016] [Indexed: 12/28/2022]
Abstract
Genes involved in fetal lung development are thought to play crucial roles in the malignant transformation of adult lung cells. Consequently, the study of lung tumour biology in the context of lung development has the potential to reveal key developmentally relevant genes that play critical roles in lung cancer initiation/progression. Here, we describe for the first time a comprehensive characterization of miRNA expression in human fetal lung tissue, with subsequent identification of 37 miRNAs in non-small cell lung cancer (NSCLC) that recapitulate their fetal expression patterns. Nuclear factor I/B (NFIB), a transcription factor essential for lung development, was identified as a potential frequent target for these 'oncofetal' miRNAs. Concordantly, analysis of NFIB expression in multiple NSCLC independent cohorts revealed its recurrent underexpression (in ∼40-70% of tumours). Interrogation of NFIB copy number, methylation, and mutation status revealed that DNA level disruption of this gene is rare, and further supports the notion that oncofetal miRNAs are likely the primary mechanism responsible for NFIB underexpression in NSCLC. Reflecting its functional role in regulating lung differentiation, low expression of NFIB was significantly associated with biologically more aggressive subtypes and, ultimately, poorer survival in lung adenocarcinoma patients. Copyright © 2016 Pathological Society of Great Britain and Ireland. Published by John Wiley & Sons, Ltd.
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Affiliation(s)
- Daiana D Becker-Santos
- Department of Integrative Oncology, British Columbia Cancer Research Centre, Vancouver, British Columbia, Canada.
| | - Kelsie L Thu
- Department of Integrative Oncology, British Columbia Cancer Research Centre, Vancouver, British Columbia, Canada
| | - John C English
- Department of Pathology, Vancouver General Hospital, Vancouver, British Columbia, Canada
| | - Larissa A Pikor
- Department of Integrative Oncology, British Columbia Cancer Research Centre, Vancouver, British Columbia, Canada
| | - Victor D Martinez
- Department of Integrative Oncology, British Columbia Cancer Research Centre, Vancouver, British Columbia, Canada
| | - May Zhang
- Department of Integrative Oncology, British Columbia Cancer Research Centre, Vancouver, British Columbia, Canada
| | - Emily A Vucic
- Department of Integrative Oncology, British Columbia Cancer Research Centre, Vancouver, British Columbia, Canada
| | - Margaret Ty Luk
- Department of Pathology, Vancouver General Hospital, Vancouver, British Columbia, Canada
| | - Anita Carraro
- Department of Integrative Oncology, British Columbia Cancer Research Centre, Vancouver, British Columbia, Canada
| | - Jagoda Korbelik
- Department of Integrative Oncology, British Columbia Cancer Research Centre, Vancouver, British Columbia, Canada
| | - Daniela Piga
- Department of Integrative Oncology, British Columbia Cancer Research Centre, Vancouver, British Columbia, Canada
| | - Nicolas M Lhomme
- Department of Integrative Oncology, British Columbia Cancer Research Centre, Vancouver, British Columbia, Canada
| | - Mike J Tsay
- Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
| | - John Yee
- Department of Surgery, Vancouver General Hospital, Vancouver, British Columbia, Canada
| | - Calum E MacAulay
- Department of Integrative Oncology, British Columbia Cancer Research Centre, Vancouver, British Columbia, Canada
| | - Stephen Lam
- Department of Integrative Oncology, British Columbia Cancer Research Centre, Vancouver, British Columbia, Canada
| | - William W Lockwood
- Department of Integrative Oncology, British Columbia Cancer Research Centre, Vancouver, British Columbia, Canada
| | - Wendy P Robinson
- Department of Medical Genetics, University of British Columbia, Vancouver, British Columbia, Canada
| | - Igor Jurisica
- Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada.,Departments of Medical Biophysics and Computer Science, University of Toronto, Toronto, Ontario, Canada
| | - Wan L Lam
- Department of Integrative Oncology, British Columbia Cancer Research Centre, Vancouver, British Columbia, Canada
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15
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Bailey SD, Desai K, Kron KJ, Mazrooei P, Sinnott-Armstrong NA, Treloar AE, Dowar M, Thu KL, Cescon DW, Silvester J, Yang SYC, Wu X, Pezo RC, Haibe-Kains B, Mak TW, Bedard PL, Pugh TJ, Sallari RC, Lupien M. Noncoding somatic and inherited single-nucleotide variants converge to promote ESR1 expression in breast cancer. Nat Genet 2016; 48:1260-6. [PMID: 27571262 PMCID: PMC5042848 DOI: 10.1038/ng.3650] [Citation(s) in RCA: 58] [Impact Index Per Article: 7.3] [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: 10/29/2015] [Accepted: 07/26/2016] [Indexed: 12/18/2022]
Abstract
Sustained expression of the oestrogen receptor alpha (ESR1) drives two-thirds of breast cancer and defines the ESR1-positive subtype. ESR1 engages enhancers upon oestrogen stimulation to establish an oncogenic expression program1. Somatic copy number alterations involving the ESR1 gene occur in approximately 1% of ESR1-positive breast cancers2–5, implying that other mechanisms underlie the persistent expression of ESR1. We report the significant enrichment of somatic mutations within the set of regulatory elements (SRE) regulating ESR1 in 7% of ESR1-positive breast cancers. These mutations regulate ESR1 expression by modulating transcription factor binding to the DNA. The SRE includes a recurrently mutated enhancer whose activity is also affected by a functional inherited single nucleotide variant (SNV) rs9383590 that accounts for several breast cancer risk-loci. Our work highlights the importance of considering the combinatorial activity of regulatory elements as a single unit to delineate the impact of noncoding genetic alterations on single genes in cancer.
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Affiliation(s)
- Swneke D Bailey
- Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada.,Department of Medical Biophysics, University of Toronto, Toronto, Ontario, Canada
| | - Kinjal Desai
- Department of Genetics, Norris Cotton Cancer Center, Dartmouth Medical School, Lebanon, New Hampshire, USA
| | - Ken J Kron
- Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada.,Department of Medical Biophysics, University of Toronto, Toronto, Ontario, Canada
| | - Parisa Mazrooei
- Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada.,Department of Medical Biophysics, University of Toronto, Toronto, Ontario, Canada
| | | | - Aislinn E Treloar
- Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada.,Department of Medical Biophysics, University of Toronto, Toronto, Ontario, Canada
| | - Mark Dowar
- Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
| | - Kelsie L Thu
- Campbell Family Institute for Breast Cancer Research, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
| | - David W Cescon
- Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada.,Campbell Family Institute for Breast Cancer Research, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
| | - Jennifer Silvester
- Campbell Family Institute for Breast Cancer Research, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
| | - S Y Cindy Yang
- Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada.,Department of Medical Biophysics, University of Toronto, Toronto, Ontario, Canada
| | - Xue Wu
- Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
| | - Rossanna C Pezo
- Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
| | - Benjamin Haibe-Kains
- Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada.,Department of Medical Biophysics, University of Toronto, Toronto, Ontario, Canada.,Department of Computer Science, University of Toronto, Toronto, Ontario, Canada
| | - Tak W Mak
- Department of Medical Biophysics, University of Toronto, Toronto, Ontario, Canada.,Campbell Family Institute for Breast Cancer Research, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
| | - Philippe L Bedard
- Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada.,Division of Medical Oncology, Department of Medicine, University of Toronto, Toronto, Ontario, Canada
| | - Trevor J Pugh
- Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada.,Department of Medical Biophysics, University of Toronto, Toronto, Ontario, Canada
| | - Richard C Sallari
- Massachusetts Institute of Technology (MIT), Cambridge, Massachusetts, USA
| | - Mathieu Lupien
- Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada.,Department of Medical Biophysics, University of Toronto, Toronto, Ontario, Canada.,Ontario Institute for Cancer Research, Toronto, Ontario, Canada
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16
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Inoue S, Li WY, Tseng A, Beerman I, Elia AJ, Bendall SC, Lemonnier F, Kron KJ, Cescon DW, Hao Z, Lind EF, Takayama N, Planello AC, Shen SY, Shih AH, Larsen DM, Li Q, Snow BE, Wakeham A, Haight J, Gorrini C, Bassi C, Thu KL, Murakami K, Elford AR, Ueda T, Straley K, Yen KE, Melino G, Cimmino L, Aifantis I, Levine RL, De Carvalho DD, Lupien M, Rossi DJ, Nolan GP, Cairns RA, Mak TW. Mutant IDH1 Downregulates ATM and Alters DNA Repair and Sensitivity to DNA Damage Independent of TET2. Cancer Cell 2016; 30:337-348. [PMID: 27424808 PMCID: PMC5022794 DOI: 10.1016/j.ccell.2016.05.018] [Citation(s) in RCA: 143] [Impact Index Per Article: 17.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/30/2015] [Revised: 04/01/2016] [Accepted: 05/31/2016] [Indexed: 12/20/2022]
Abstract
Mutations in the isocitrate dehydrogenase-1 gene (IDH1) are common drivers of acute myeloid leukemia (AML) but their mechanism is not fully understood. It is thought that IDH1 mutants act by inhibiting TET2 to alter DNA methylation, but there are significant unexplained clinical differences between IDH1- and TET2-mutant diseases. We have discovered that mice expressing endogenous mutant IDH1 have reduced numbers of hematopoietic stem cells (HSCs), in contrast to Tet2 knockout (TET2-KO) mice. Mutant IDH1 downregulates the DNA damage (DD) sensor ATM by altering histone methylation, leading to impaired DNA repair, increased sensitivity to DD, and reduced HSC self-renewal, independent of TET2. ATM expression is also decreased in human IDH1-mutated AML. These findings may have implications for treatment of IDH-mutant leukemia.
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Affiliation(s)
- Satoshi Inoue
- The Campbell Family Institute for Breast Cancer Research, University Health Network, Toronto, ON M5G 2C1, Canada; The Princess Margaret Cancer Centre and Ontario Cancer Institute, University Health Network, Toronto, ON M5G 1L7, Canada
| | - Wanda Y Li
- The Campbell Family Institute for Breast Cancer Research, University Health Network, Toronto, ON M5G 2C1, Canada; The Princess Margaret Cancer Centre and Ontario Cancer Institute, University Health Network, Toronto, ON M5G 1L7, Canada
| | - Alan Tseng
- The Campbell Family Institute for Breast Cancer Research, University Health Network, Toronto, ON M5G 2C1, Canada; The Princess Margaret Cancer Centre and Ontario Cancer Institute, University Health Network, Toronto, ON M5G 1L7, Canada; Department of Medical Biophysics, University of Toronto, Toronto, ON M5G 1L7, Canada
| | - Isabel Beerman
- Program in Cellular and Molecular Medicine, Boston Children's Hospital, Boston, MA 00133, USA; Department of Stem Cell and Regenerative Biology, Harvard University, Cambridge, MA 02138, USA
| | - Andrew J Elia
- The Campbell Family Institute for Breast Cancer Research, University Health Network, Toronto, ON M5G 2C1, Canada; The Princess Margaret Cancer Centre and Ontario Cancer Institute, University Health Network, Toronto, ON M5G 1L7, Canada
| | - Sean C Bendall
- Department of Pathology, Stanford University School of Medicine, Stanford, CA 94305, USA
| | - François Lemonnier
- The Campbell Family Institute for Breast Cancer Research, University Health Network, Toronto, ON M5G 2C1, Canada; The Princess Margaret Cancer Centre and Ontario Cancer Institute, University Health Network, Toronto, ON M5G 1L7, Canada
| | - Ken J Kron
- The Princess Margaret Cancer Centre and Ontario Cancer Institute, University Health Network, Toronto, ON M5G 1L7, Canada; Department of Medical Biophysics, University of Toronto, Toronto, ON M5G 1L7, Canada
| | - David W Cescon
- The Campbell Family Institute for Breast Cancer Research, University Health Network, Toronto, ON M5G 2C1, Canada; The Princess Margaret Cancer Centre and Ontario Cancer Institute, University Health Network, Toronto, ON M5G 1L7, Canada
| | - Zhenyue Hao
- The Campbell Family Institute for Breast Cancer Research, University Health Network, Toronto, ON M5G 2C1, Canada; The Princess Margaret Cancer Centre and Ontario Cancer Institute, University Health Network, Toronto, ON M5G 1L7, Canada
| | - Evan F Lind
- The Campbell Family Institute for Breast Cancer Research, University Health Network, Toronto, ON M5G 2C1, Canada; The Princess Margaret Cancer Centre and Ontario Cancer Institute, University Health Network, Toronto, ON M5G 1L7, Canada
| | - Naoya Takayama
- The Princess Margaret Cancer Centre and Ontario Cancer Institute, University Health Network, Toronto, ON M5G 1L7, Canada
| | - Aline C Planello
- The Princess Margaret Cancer Centre and Ontario Cancer Institute, University Health Network, Toronto, ON M5G 1L7, Canada; Department of Medical Biophysics, University of Toronto, Toronto, ON M5G 1L7, Canada; Department of Morphology, Piracicaba Dental School, UNICAMP, Piracicaba, SP 13414-903, Brazil
| | - Shu Yi Shen
- The Princess Margaret Cancer Centre and Ontario Cancer Institute, University Health Network, Toronto, ON M5G 1L7, Canada; Department of Medical Biophysics, University of Toronto, Toronto, ON M5G 1L7, Canada
| | - Alan H Shih
- Human Oncology and Pathogenesis Program, Leukemia Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA
| | | | - Qinxi Li
- The Campbell Family Institute for Breast Cancer Research, University Health Network, Toronto, ON M5G 2C1, Canada; The Princess Margaret Cancer Centre and Ontario Cancer Institute, University Health Network, Toronto, ON M5G 1L7, Canada
| | - Bryan E Snow
- The Campbell Family Institute for Breast Cancer Research, University Health Network, Toronto, ON M5G 2C1, Canada; The Princess Margaret Cancer Centre and Ontario Cancer Institute, University Health Network, Toronto, ON M5G 1L7, Canada
| | - Andrew Wakeham
- The Campbell Family Institute for Breast Cancer Research, University Health Network, Toronto, ON M5G 2C1, Canada; The Princess Margaret Cancer Centre and Ontario Cancer Institute, University Health Network, Toronto, ON M5G 1L7, Canada
| | - Jillian Haight
- The Campbell Family Institute for Breast Cancer Research, University Health Network, Toronto, ON M5G 2C1, Canada; The Princess Margaret Cancer Centre and Ontario Cancer Institute, University Health Network, Toronto, ON M5G 1L7, Canada
| | - Chiara Gorrini
- The Campbell Family Institute for Breast Cancer Research, University Health Network, Toronto, ON M5G 2C1, Canada; The Princess Margaret Cancer Centre and Ontario Cancer Institute, University Health Network, Toronto, ON M5G 1L7, Canada
| | - Christian Bassi
- The Campbell Family Institute for Breast Cancer Research, University Health Network, Toronto, ON M5G 2C1, Canada; The Princess Margaret Cancer Centre and Ontario Cancer Institute, University Health Network, Toronto, ON M5G 1L7, Canada
| | - Kelsie L Thu
- The Campbell Family Institute for Breast Cancer Research, University Health Network, Toronto, ON M5G 2C1, Canada; The Princess Margaret Cancer Centre and Ontario Cancer Institute, University Health Network, Toronto, ON M5G 1L7, Canada
| | - Kiichi Murakami
- The Campbell Family Institute for Breast Cancer Research, University Health Network, Toronto, ON M5G 2C1, Canada; The Princess Margaret Cancer Centre and Ontario Cancer Institute, University Health Network, Toronto, ON M5G 1L7, Canada
| | - Alisha R Elford
- The Campbell Family Institute for Breast Cancer Research, University Health Network, Toronto, ON M5G 2C1, Canada; The Princess Margaret Cancer Centre and Ontario Cancer Institute, University Health Network, Toronto, ON M5G 1L7, Canada
| | - Takeshi Ueda
- The Campbell Family Institute for Breast Cancer Research, University Health Network, Toronto, ON M5G 2C1, Canada; Department of Disease Model Research Institute for Radiation Biology and Medicine, Hiroshima University, Hiroshima 734-8553, Japan
| | | | | | - Gerry Melino
- Medical Research Council, Toxicology Unit, Leicester LE1 9HN, UK; Department of Experimental Medicine and Surgery, University of Rome "Tor Vergata", Rome 00133, Italy
| | - Luisa Cimmino
- Department of Pathology, Howard Hughes Medical Institute, New York University School of Medicine, New York, NY 10016, USA
| | - Iannis Aifantis
- Department of Pathology, Howard Hughes Medical Institute, New York University School of Medicine, New York, NY 10016, USA
| | - Ross L Levine
- Human Oncology and Pathogenesis Program, Leukemia Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA
| | - Daniel D De Carvalho
- The Princess Margaret Cancer Centre and Ontario Cancer Institute, University Health Network, Toronto, ON M5G 1L7, Canada; Department of Medical Biophysics, University of Toronto, Toronto, ON M5G 1L7, Canada
| | - Mathieu Lupien
- The Princess Margaret Cancer Centre and Ontario Cancer Institute, University Health Network, Toronto, ON M5G 1L7, Canada; Department of Medical Biophysics, University of Toronto, Toronto, ON M5G 1L7, Canada
| | - Derrick J Rossi
- Program in Cellular and Molecular Medicine, Boston Children's Hospital, Boston, MA 00133, USA
| | - Garry P Nolan
- The Baxter Laboratory for Stem Cell Biology, Department of Microbiology and Immunology, Stanford University School of Medicine, Stanford, CA 94305, USA
| | - Rob A Cairns
- The Campbell Family Institute for Breast Cancer Research, University Health Network, Toronto, ON M5G 2C1, Canada; The Princess Margaret Cancer Centre and Ontario Cancer Institute, University Health Network, Toronto, ON M5G 1L7, Canada
| | - Tak W Mak
- The Campbell Family Institute for Breast Cancer Research, University Health Network, Toronto, ON M5G 2C1, Canada; The Princess Margaret Cancer Centre and Ontario Cancer Institute, University Health Network, Toronto, ON M5G 1L7, Canada; Department of Medical Biophysics, University of Toronto, Toronto, ON M5G 1L7, Canada.
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17
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Thu KL, Papari-Zareei M, Stastny V, Song K, Peyton M, Martinez VD, Zhang YA, Castro IB, Varella-Garcia M, Liang H, Xing C, Kittler R, Milchgrub S, Castrillon DH, Davidson HL, Reynolds CP, Lam WL, Lea J, Gazdar AF. A comprehensively characterized cell line panel highly representative of clinical ovarian high-grade serous carcinomas. Oncotarget 2016; 8:50489-50499. [PMID: 28881577 PMCID: PMC5584155 DOI: 10.18632/oncotarget.9929] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2015] [Accepted: 05/22/2016] [Indexed: 12/26/2022] Open
Abstract
Recent literature suggests that most widely used ovarian cancer (OVCA) cell models do not recapitulate the molecular features of clinical tumors. To address this limitation, we generated 18 cell lines and 3 corresponding patient-derived xenografts predominantly from high-grade serous carcinoma (HGSOC) peritoneal effusions. Comprehensive genomic characterization and comparison of each model to its parental tumor demonstrated a high degree of molecular similarity. Our characterization included whole exome-sequencing and copy number profiling for cell lines, xenografts, and matched non-malignant tissues, and DNA methylation, gene expression, and spectral karyotyping for a subset of specimens. Compared to the Cancer Genome Atlas (TCGA), our models more closely resembled HGSOC than any other tumor type, justifying their validity as OVCA models. Our meticulously characterized models provide a crucial resource for the OVCA research community that will advance translational findings and ultimately lead to clinical applications.
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Affiliation(s)
- Kelsie L Thu
- British Columbia Cancer Agency Research Centre and University of British Columbia, Vancouver, BC, Canada
| | - Mahboubeh Papari-Zareei
- Hamon Center for Therapeutic Oncology Research, UT Southwestern Medical Center, Dallas, TX, USA
| | - Victor Stastny
- Hamon Center for Therapeutic Oncology Research, UT Southwestern Medical Center, Dallas, TX, USA
| | - Kai Song
- Hamon Center for Therapeutic Oncology Research, UT Southwestern Medical Center, Dallas, TX, USA.,School of Chemical Engineering and Technology, Tianjin University, Tianjin, P.R. China
| | - Michael Peyton
- Hamon Center for Therapeutic Oncology Research, UT Southwestern Medical Center, Dallas, TX, USA
| | - Victor D Martinez
- British Columbia Cancer Agency Research Centre and University of British Columbia, Vancouver, BC, Canada
| | - Yu-An Zhang
- Hamon Center for Therapeutic Oncology Research, UT Southwestern Medical Center, Dallas, TX, USA
| | - Isabel B Castro
- Division of Medical Oncology, University of Colorado Denver School of Medicine, Aurora, CO, USA
| | | | - Hanquan Liang
- Eugene McDermott Center for Human Growth & Development, UT Southwestern Medical Center, Dallas, TX, USA
| | - Chao Xing
- Eugene McDermott Center for Human Growth & Development, UT Southwestern Medical Center, Dallas, TX, USA
| | - Ralf Kittler
- Eugene McDermott Center for Human Growth & Development, UT Southwestern Medical Center, Dallas, TX, USA.,Simmons Comprehensive Cancer Center, UT Southwestern Medical Center, Dallas, TX, USA
| | - Sara Milchgrub
- Department of Pathology, UT Southwestern Medical Center, Dallas, TX, USA
| | - Diego H Castrillon
- Department of Pathology and Simmons Comprehensive Cancer Center, UT Southwestern Medical Center, Dallas, TX, USA
| | - Heather L Davidson
- Cell Biology & Biochemistry, Internal Medicine, and Pediatrics, School of Medicine Texas Tech University Health Sciences Center, Lubbock, TX, USA
| | - C Patrick Reynolds
- Cell Biology & Biochemistry, Internal Medicine, and Pediatrics, School of Medicine Texas Tech University Health Sciences Center, Lubbock, TX, USA
| | - Wan L Lam
- British Columbia Cancer Agency Research Centre and University of British Columbia, Vancouver, BC, Canada
| | - Jayanthi Lea
- Obstetrics & Gynecology, UT Southwestern Medical Center, Dallas, TX, USA
| | - Adi F Gazdar
- Hamon Center for Therapeutic Oncology Research, Department of Pathology and Simmons Comprehensive Cancer Center, UT Southwestern Medical Center, Dallas, TX, USA
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18
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Abstract
The cell cycle is an evolutionarily conserved process necessary for mammalian cell growth and development. Because cell-cycle aberrations are a hallmark of cancer, this process has been the target of anti-cancer therapeutics for decades. However, despite numerous clinical trials, cell-cycle-targeting agents have generally failed in the clinic. This review briefly examines past cell-cycle-targeted therapeutics and outlines how experience with these agents has provided valuable insight to refine and improve anti-mitotic strategies. An overview of emerging anti-mitotic approaches with promising pre-clinical results is provided, and the concept of exploiting the genomic instability of tumor cells through therapeutic inhibition of mitotic checkpoints is discussed. We believe this strategy has a high likelihood of success given its potential to enhance therapeutic index by targeting tumor-specific vulnerabilities. This reasoning stimulated our development of novel inhibitors targeting the critical regulators of genomic stability and the mitotic checkpoint: AURKA, PLK4, and Mps1/TTK.
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Affiliation(s)
- Carmen Dominguez-Brauer
- The Campbell Family Institute for Breast Cancer Research, Ontario Cancer Institute, University Health Network, 610 University Avenue, Toronto, ON M5G 2M9, Canada
| | - Kelsie L Thu
- The Campbell Family Institute for Breast Cancer Research, Ontario Cancer Institute, University Health Network, 610 University Avenue, Toronto, ON M5G 2M9, Canada
| | - Jacqueline M Mason
- The Campbell Family Institute for Breast Cancer Research, Ontario Cancer Institute, University Health Network, 101 College Street, Toronto, ON M5G 1L7, Canada
| | - Heiko Blaser
- The Campbell Family Institute for Breast Cancer Research, Ontario Cancer Institute, University Health Network, 610 University Avenue, Toronto, ON M5G 2M9, Canada
| | - Mark R Bray
- The Campbell Family Institute for Breast Cancer Research, Ontario Cancer Institute, University Health Network, 101 College Street, Toronto, ON M5G 1L7, Canada
| | - Tak W Mak
- The Campbell Family Institute for Breast Cancer Research, Ontario Cancer Institute, University Health Network, 610 University Avenue, Toronto, ON M5G 2M9, Canada.
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19
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Marshall EA, Ng KW, Anderson C, Hubaux R, Thu KL, Lam WL, Martinez VD. Gene expression analysis of microtubule affinity-regulating kinase 2 in non-small cell lung cancer. Genom Data 2015; 6:145-8. [PMID: 26697357 PMCID: PMC4664690 DOI: 10.1016/j.gdata.2015.08.011] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/07/2015] [Accepted: 08/10/2015] [Indexed: 11/18/2022]
Abstract
Lung cancer is the leading cause of cancer death worldwide, and has a five-year survival rate of 18% [1]. MARK2 is a serine/threonine-protein kinase, and is a key component in the phosphorylation of microtubule-associated proteins [2], [3]. A recent study published by Hubaux et al. found that microtubule affinity-regulating kinase 2 (MARK2) showed highly frequent DNA and RNA level disruption in lung cancer cell lines and independent non-small cell lung cancer (NSCLC) cohorts [4]. These alterations result in the acquisition of oncogenic properties in cell lines, such as increased viability and anchorage-independent growth. Furthermore, a microarray-based transcriptome analysis of three short hairpin RNA (shRNA)-mediated MARK2 knockdown lung adenocarcinoma cell lines (GEO#: GSE57966) revealed an association between MARK2 gene expression and cell cycle activation and DNA damage response. Here, we present a detailed description of transcriptome analysis to support the described role of MARK2 in promoting a malignant phenotype.
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Affiliation(s)
- Erin A Marshall
- Department of Integrative Oncology, BC Cancer Agency, Vancouver, Canada
| | - Kevin W Ng
- Department of Integrative Oncology, BC Cancer Agency, Vancouver, Canada
| | | | - Roland Hubaux
- Department of Integrative Oncology, BC Cancer Agency, Vancouver, Canada
| | - Kelsie L Thu
- Department of Integrative Oncology, BC Cancer Agency, Vancouver, Canada
| | - Wan L Lam
- Department of Integrative Oncology, BC Cancer Agency, Vancouver, Canada
| | - Victor D Martinez
- Department of Integrative Oncology, BC Cancer Agency, Vancouver, Canada
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20
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Radulovich N, Leung L, Ibrahimov E, Navab R, Sakashita S, Zhu CQ, Kaufman E, Lockwood WW, Thu KL, Fedyshyn Y, Moffat J, Lam WL, Tsao MS. Coiled-coil domain containing 68 (CCDC68) demonstrates a tumor-suppressive role in pancreatic ductal adenocarcinoma. Oncogene 2015; 34:4238-47. [PMID: 25381825 PMCID: PMC5153324 DOI: 10.1038/onc.2014.357] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.3] [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: 04/16/2014] [Revised: 09/09/2014] [Accepted: 09/16/2014] [Indexed: 12/26/2022]
Abstract
Using integrative genomics and functional screening, we identified coiled-coil domain containing 68 (CCDC68) as a novel putative tumor suppressor gene (TSG) in pancreatic ductal adenocarcinoma (PDAC). CCDC68 allelic losses were documented in 48% of primary PDAC patient tumors, 50% of PDAC cell lines and 30% of primary patient derived xenografts. We also discovered a single nucleotide polymorphism (SNP) variant (SNP rs1344011) that leads to exon skipping and generation of an unstable protein isoform CCDC68Δ(69-114) in 31% of PDAC patients. Overexpression of full length CCDC68 (CCDC68(wt)) in PANC-1 and Hs.766T PDAC cell lines lacking CDCC68 expression decreased proliferation and tumorigenicity in scid mice. In contrast, the downregulation of endogenous CCDC68 in MIAPaca-2 cells increased tumor growth rate. These effects were not observed with the deletion-containing isoform, CCDC68Δ(69-114).
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Affiliation(s)
- Nikolina Radulovich
- Princess Margaret Cancer Center, University Health Network, Toronto, Ontario, Canada
- Department of Laboratory Medicine and Pathobiology Department, University of Toronto, Ontario, Canada
| | - Lisa Leung
- Princess Margaret Cancer Center, University Health Network, Toronto, Ontario, Canada
- Department of Medical Biophysics, University of Toronto, Ontario, Canada
| | - Emin Ibrahimov
- Princess Margaret Cancer Center, University Health Network, Toronto, Ontario, Canada
| | - Roya Navab
- Princess Margaret Cancer Center, University Health Network, Toronto, Ontario, Canada
| | - Shingo Sakashita
- Princess Margaret Cancer Center, University Health Network, Toronto, Ontario, Canada
| | - Chang-Qi Zhu
- Princess Margaret Cancer Center, University Health Network, Toronto, Ontario, Canada
| | - Ethan Kaufman
- Princess Margaret Cancer Center, University Health Network, Toronto, Ontario, Canada
| | - William W. Lockwood
- British Columbia Cancer Research Centre and Department of Pathology, University of British Columbia, Vancouver, BC, Canada
| | - Kelsie L. Thu
- British Columbia Cancer Research Centre and Department of Pathology, University of British Columbia, Vancouver, BC, Canada
| | - Yaroslav Fedyshyn
- Department of Molecular Genetics, Banting & Best Department of Medical Research, University of Toronto, ON, Canada
| | - Jason Moffat
- Department of Molecular Genetics, Banting & Best Department of Medical Research, University of Toronto, ON, Canada
| | - Wan L. Lam
- British Columbia Cancer Research Centre and Department of Pathology, University of British Columbia, Vancouver, BC, Canada
| | - Ming-Sound Tsao
- Princess Margaret Cancer Center, University Health Network, Toronto, Ontario, Canada
- Department of Laboratory Medicine and Pathobiology Department, University of Toronto, Ontario, Canada
- Department of Medical Biophysics, University of Toronto, Ontario, Canada
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21
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Martinez VD, Vucic EA, Thu KL, Hubaux R, Enfield KSS, Pikor LA, Becker-Santos DD, Brown CJ, Lam S, Lam WL. Unique somatic and malignant expression patterns implicate PIWI-interacting RNAs in cancer-type specific biology. Sci Rep 2015; 5:10423. [PMID: 26013764 PMCID: PMC4444957 DOI: 10.1038/srep10423] [Citation(s) in RCA: 125] [Impact Index Per Article: 13.9] [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: 01/22/2015] [Accepted: 04/13/2015] [Indexed: 12/14/2022] Open
Abstract
Human PIWI-interacting RNAs (piRNAs) are known to be expressed in germline cells, functionally silencing LINEs and SINEs. Their expression patterns in somatic tissues are largely uncharted. We analyzed 6,260 human piRNA transcriptomes derived from non-malignant and tumour tissues from 11 organs. We discovered that only 273 of the 20,831 known piRNAs are expressed in somatic non-malignant tissues. However, expression patterns of these piRNAs were able to distinguish tissue-of-origin. A total of 522 piRNAs are expressed in corresponding tumour tissues, largely distinguishing tumour from non-malignant tissues in a cancer-type specific manner. Most expressed piRNAs mapped to known transcripts, contrary to “piRNA clusters” reported in germline cells. We showed that piRNA expression can delineate clinical features, such as histological subgroups, disease stages, and survival. PiRNAs common to many cancer types might represent a core gene-set that facilitates cancer growth, while piRNAs unique to individual cancer types likely contribute to cancer-specific biology.
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Affiliation(s)
- Victor D Martinez
- Department of Integrative Oncology, British Columbia Cancer Research Centre, Vancouver, B.C. V5Z 1L3 Canada
| | - Emily A Vucic
- Department of Integrative Oncology, British Columbia Cancer Research Centre, Vancouver, B.C. V5Z 1L3 Canada
| | - Kelsie L Thu
- Department of Integrative Oncology, British Columbia Cancer Research Centre, Vancouver, B.C. V5Z 1L3 Canada
| | - Roland Hubaux
- Department of Integrative Oncology, British Columbia Cancer Research Centre, Vancouver, B.C. V5Z 1L3 Canada
| | - Katey S S Enfield
- Department of Integrative Oncology, British Columbia Cancer Research Centre, Vancouver, B.C. V5Z 1L3 Canada
| | - Larissa A Pikor
- Department of Integrative Oncology, British Columbia Cancer Research Centre, Vancouver, B.C. V5Z 1L3 Canada
| | - Daiana D Becker-Santos
- Department of Integrative Oncology, British Columbia Cancer Research Centre, Vancouver, B.C. V5Z 1L3 Canada
| | - Carolyn J Brown
- 1] Department of Integrative Oncology, British Columbia Cancer Research Centre, Vancouver, B.C. V5Z 1L3 Canada [2] Department of Medical Genetics, University of British Columbia, Vancouver, B. C. V6T 1Z3 Canada
| | - Stephen Lam
- Department of Integrative Oncology, British Columbia Cancer Research Centre, Vancouver, B.C. V5Z 1L3 Canada
| | - Wan L Lam
- Department of Integrative Oncology, British Columbia Cancer Research Centre, Vancouver, B.C. V5Z 1L3 Canada
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22
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Hubaux R, Thu KL, Vucic EA, Pikor LA, Kung SHY, Martinez VD, Mosslemi M, Becker-Santos DD, Gazdar AF, Lam S, Lam WL. Microtubule affinity-regulating kinase 2 is associated with DNA damage response and cisplatin resistance in non-small cell lung cancer. Int J Cancer 2015; 137:2072-82. [PMID: 25907283 DOI: 10.1002/ijc.29577] [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] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2014] [Revised: 03/27/2015] [Accepted: 04/08/2015] [Indexed: 12/29/2022]
Abstract
Microtubule affinity-regulating kinases (MARKs) are involved in several cellular functions but few studies have correlated MARK kinase expression with cancer, and none have explored their role in lung cancer. In this study, we identified MARK2 as frequently disrupted by DNA hypomethylation and copy gain, resulting in concordant overexpression in independent lung tumor cohorts and we demonstrate a role for MARK2 in lung tumor biology. Manipulation of MARK2 in lung cell lines revealed its involvement in cell viability and anchorage-independent growth. Analyses of both manipulated cell lines and clinical tumor specimens identified a potential role for MARK2 in cell cycle activation and DNA repair. Associations between MARK2 and the E2F, Myc/Max and NF-κB pathways were identified by luciferase assays and in-depth assessment of the NF-κB pathway suggests a negative association between MARK2 expression and NF-κB due to activation of non-canonical NF-κB signaling. Finally, we show that high MARK2 expression levels correlate with resistance to cisplatin, a standard first line chemotherapy for lung cancer. Collectively, our work supports a role for MARK2 in promoting malignant phenotypes of lung cancer and potentially modulating response to the DNA damaging chemotherapeutic, cisplatin.
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Affiliation(s)
- Roland Hubaux
- Department of Integrative Oncology, British Columbia Cancer Research Centre, Vancouver, BC, Canada, V5Z, 1L3
| | - Kelsie L Thu
- Department of Integrative Oncology, British Columbia Cancer Research Centre, Vancouver, BC, Canada, V5Z, 1L3
| | - Emily A Vucic
- Department of Integrative Oncology, British Columbia Cancer Research Centre, Vancouver, BC, Canada, V5Z, 1L3
| | - Larissa A Pikor
- Department of Integrative Oncology, British Columbia Cancer Research Centre, Vancouver, BC, Canada, V5Z, 1L3
| | - Sonia H Y Kung
- Department of Integrative Oncology, British Columbia Cancer Research Centre, Vancouver, BC, Canada, V5Z, 1L3
| | - Victor D Martinez
- Department of Integrative Oncology, British Columbia Cancer Research Centre, Vancouver, BC, Canada, V5Z, 1L3
| | - Mitra Mosslemi
- Department of Integrative Oncology, British Columbia Cancer Research Centre, Vancouver, BC, Canada, V5Z, 1L3
| | - Daiana D Becker-Santos
- Department of Integrative Oncology, British Columbia Cancer Research Centre, Vancouver, BC, Canada, V5Z, 1L3
| | - Adi F Gazdar
- Hamon Center of Therapeutics, University of Texas South Western, Dallas, TX
| | - Stephen Lam
- Department of Integrative Oncology, British Columbia Cancer Research Centre, Vancouver, BC, Canada, V5Z, 1L3
| | - Wan L Lam
- Department of Integrative Oncology, British Columbia Cancer Research Centre, Vancouver, BC, Canada, V5Z, 1L3
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23
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Clermont PL, Lin D, Crea F, Wu R, Xue H, Wang Y, Thu KL, Lam WL, Collins CC, Wang Y, Helgason CD. Polycomb-mediated silencing in neuroendocrine prostate cancer. Clin Epigenetics 2015; 7:40. [PMID: 25859291 PMCID: PMC4391120 DOI: 10.1186/s13148-015-0074-4] [Citation(s) in RCA: 84] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/12/2014] [Accepted: 03/13/2015] [Indexed: 02/06/2023] Open
Abstract
Background Neuroendocrine prostate cancer (NEPC) is a highly aggressive subtype of prostate cancer (PCa) for which the median survival remains less than a year. Current treatments are only palliative in nature, and the lack of suitable pre-clinical models has hampered previous efforts to develop novel therapeutic strategies. Addressing this need, we have recently established the first in vivo model of complete neuroendocrine transdifferentiation using patient-derived xenografts. Few genetic differences were observed between parental PCa and relapsed NEPC, suggesting that NEPC likely results from alterations that are epigenetic in nature. Thus, we sought to identify targetable epigenetic regulators whose expression was elevated in NEPC using genome-wide profiling of patient-derived xenografts and clinical samples. Results Our data indicate that multiple members of the polycomb group (PcG) family of transcriptional repressors were selectively upregulated in NEPC. Notably, CBX2 and EZH2 were consistently the most highly overexpressed epigenetic regulators across multiple datasets from clinical and xenograft tumor tissues. Given the striking upregulation of PcG genes and other transcriptional repressors, we derived a 185-gene list termed ‘neuroendocrine-associated repression signature’ (NEARS) by overlapping transcripts downregulated across multiple in vivo NEPC models. In line with the striking upregulation of PcG family members, NEARS was preferentially enriched with PcG target genes, suggesting a driving role for PcG silencing in NEPC. Importantly, NEARS was significantly associated with high-grade tumors, metastatic progression, and poor outcome in multiple clinical datasets, consistent with extensive literature linking PcG genes and aggressive disease progression. Conclusions We have explored the epigenetic landscape of NEPC and provided evidence of increased PcG-mediated silencing associated with aberrant transcriptional regulation of key differentiation genes. Our results position CBX2 and EZH2 as potential therapeutic targets in NEPC, providing opportunities to explore novel strategies aimed at reversing epigenetic alterations driving this lethal disease. Electronic supplementary material The online version of this article (doi:10.1186/s13148-015-0074-4) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Pier-Luc Clermont
- Department of Experimental Therapeutics, British Columbia Cancer Research Centre, 675 W 10th Avenue, Vancouver, BC V5Z 1 L3 Canada ; Interdisciplinary Oncology Program, Faculty of Medicine, University of British Columbia, 675 W 10th Avenue, Vancouver, BC V5Z 1 L3 Canada
| | - Dong Lin
- Department of Experimental Therapeutics, British Columbia Cancer Research Centre, 675 W 10th Avenue, Vancouver, BC V5Z 1 L3 Canada ; Vancouver Prostate Centre, 899 West 12th Avenue, Vancouver, BC V5Z 1 M9 Canada
| | - Francesco Crea
- Department of Experimental Therapeutics, British Columbia Cancer Research Centre, 675 W 10th Avenue, Vancouver, BC V5Z 1 L3 Canada ; Vancouver Prostate Centre, 899 West 12th Avenue, Vancouver, BC V5Z 1 M9 Canada ; Department of Urologic Sciences, Faculty of Medicine, University of British Columbia, 2775 Laurel Street, Vancouver, BC V5Z 1 M9 Canada
| | - Rebecca Wu
- Department of Experimental Therapeutics, British Columbia Cancer Research Centre, 675 W 10th Avenue, Vancouver, BC V5Z 1 L3 Canada
| | - Hui Xue
- Department of Experimental Therapeutics, British Columbia Cancer Research Centre, 675 W 10th Avenue, Vancouver, BC V5Z 1 L3 Canada
| | - Yuwei Wang
- Department of Experimental Therapeutics, British Columbia Cancer Research Centre, 675 W 10th Avenue, Vancouver, BC V5Z 1 L3 Canada
| | - Kelsie L Thu
- Department of Integrative Oncology, Genetics Unit, British Columbia Cancer Research Centre, 675 W 10th Avenue, Vancouver, BC V5Z 1 L3 Canada
| | - Wan L Lam
- Interdisciplinary Oncology Program, Faculty of Medicine, University of British Columbia, 675 W 10th Avenue, Vancouver, BC V5Z 1 L3 Canada ; Department of Integrative Oncology, Genetics Unit, British Columbia Cancer Research Centre, 675 W 10th Avenue, Vancouver, BC V5Z 1 L3 Canada
| | - Colin C Collins
- Vancouver Prostate Centre, 899 West 12th Avenue, Vancouver, BC V5Z 1 M9 Canada ; Department of Urologic Sciences, Faculty of Medicine, University of British Columbia, 2775 Laurel Street, Vancouver, BC V5Z 1 M9 Canada
| | - Yuzhuo Wang
- Department of Experimental Therapeutics, British Columbia Cancer Research Centre, 675 W 10th Avenue, Vancouver, BC V5Z 1 L3 Canada ; Interdisciplinary Oncology Program, Faculty of Medicine, University of British Columbia, 675 W 10th Avenue, Vancouver, BC V5Z 1 L3 Canada ; Vancouver Prostate Centre, 899 West 12th Avenue, Vancouver, BC V5Z 1 M9 Canada ; Department of Urologic Sciences, Faculty of Medicine, University of British Columbia, 2775 Laurel Street, Vancouver, BC V5Z 1 M9 Canada
| | - Cheryl D Helgason
- Department of Experimental Therapeutics, British Columbia Cancer Research Centre, 675 W 10th Avenue, Vancouver, BC V5Z 1 L3 Canada ; Interdisciplinary Oncology Program, Faculty of Medicine, University of British Columbia, 675 W 10th Avenue, Vancouver, BC V5Z 1 L3 Canada ; Department of Surgery, University of British Columbia, 910 W 10th Avenue, Vancouver, BC V5Z 4E3 Canada
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24
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Vucic EA, Thu KL, Pikor LA, Enfield KSS, Yee J, English JC, MacAulay CE, Lam S, Jurisica I, Lam WL. Smoking status impacts microRNA mediated prognosis and lung adenocarcinoma biology. BMC Cancer 2014; 14:778. [PMID: 25342220 PMCID: PMC4216369 DOI: 10.1186/1471-2407-14-778] [Citation(s) in RCA: 34] [Impact Index Per Article: 3.4] [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: 05/20/2014] [Accepted: 10/13/2014] [Indexed: 01/08/2023] Open
Abstract
Background Cigarette smoke is associated with the majority of lung cancers: however, 25% of lung cancer patients are non-smokers, and half of all newly diagnosed lung cancer patients are former smokers. Lung tumors exhibit distinct epidemiological, clinical, pathological, and molecular features depending on smoking status, suggesting divergent mechanisms underlie tumorigenesis in smokers and non-smokers. MicroRNAs (miRNAs) are integral contributors to tumorigenesis and mediate biological responses to smoking. Based on the hypothesis that smoking-specific miRNA differences in lung adenocarcinomas reflect distinct tumorigenic processes selected by different smoking and non-smoking environments, we investigated the contribution of miRNA disruption to lung tumor biology and patient outcome in the context of smoking status. Methods We applied a whole transcriptome sequencing based approach to interrogate miRNA levels in 94 patient-matched lung adenocarcinoma and non-malignant lung parenchymal tissue pairs from current, former and never smokers. Results We discovered novel and distinct smoking status-specific patterns of miRNA and miRNA-mediated gene networks, and identified miRNAs that were prognostically significant in a smoking dependent manner. Conclusions We conclude that miRNAs disrupted in a smoking status-dependent manner affect distinct cellular pathways and differentially influence lung cancer patient prognosis in current, former and never smokers. Our findings may represent promising biologically relevant markers for lung cancer prognosis or therapeutic intervention. Electronic supplementary material The online version of this article (doi:10.1186/1471-2407-14-778) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Emily A Vucic
- Department of Integrative Oncology, British Columbia Cancer Research Centre, Vancouver, British Columbia V5Z 1L3, Canada.
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Affiliation(s)
- Roland Hubaux
- : Department of Integrative Oncology, British Columbia Cancer Research Centre, Vancouver, BC, Canada (RH, KLT, WLL).
| | - Kelsie L Thu
- : Department of Integrative Oncology, British Columbia Cancer Research Centre, Vancouver, BC, Canada (RH, KLT, WLL)
| | - Wan L Lam
- : Department of Integrative Oncology, British Columbia Cancer Research Centre, Vancouver, BC, Canada (RH, KLT, WLL)
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Martinez VD, Vucic EA, Thu KL, Pikor LA, Lam S, Lam WL. Disruption of KEAP1/CUL3/RBX1 E3-ubiquitin ligase complex components by multiple genetic mechanisms: Association with poor prognosis in head and neck cancer. Head Neck 2014; 37:727-34. [PMID: 24596130 DOI: 10.1002/hed.23663] [Citation(s) in RCA: 50] [Impact Index Per Article: 5.0] [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: 07/13/2013] [Revised: 12/07/2013] [Accepted: 03/02/2014] [Indexed: 01/19/2023] Open
Abstract
BACKGROUND The NRF2 pathway has multiple pro-tumorigenic functions, and Nrf2 levels are increased in head and neck squamous cell carcinoma (HNSCC). The KEAP1/CUL3/RBX1 E3-ubiquitin ligase complex is a negative regulator of NRF2. In this study, we investigated mechanisms of disruption of individual complex components. METHODS Clinical and genomic profiles for 302 patients with HNSCC were obtained from The Cancer Genome Atlas. Combined pattern of epi/genetic alterations for individual components revealed frequent of complex disruption. Gene-set enrichment analysis was performed on expression data to identify affected pathways. RESULTS DNA loss is the main mechanism of alteration for all component genes, whereas hypermethylation largely affects only KEAP1. Combined analysis revealed that 64% of patients with HNSCC have disruption in this protein complex. Concordantly, NRF2-associated gene signature is enriched in HNSCC. Survival was significantly diminished among patients with one or more disrupted components. CONCLUSION The KEAP1/CUL3/RBX1 E3-ubiquitin ligase complex is frequently disrupted in HNSCC by multiple mechanisms. NRF2-based prognostics will benefit from integrated analysis of component genes.
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Affiliation(s)
- Victor D Martinez
- Department of Integrative Oncology, British Columbia Cancer Agency, Vancouver, British Columbia, Canada
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Thu KL, Becker-Santos DD, Radulovich N, Pikor LA, Lam WL, Tsao MS. SOX15 and other SOX family members are important mediators of tumorigenesis in multiple cancer types. Oncoscience 2014; 1:326-35. [PMID: 25594027 PMCID: PMC4278306 DOI: 10.18632/oncoscience.46] [Citation(s) in RCA: 39] [Impact Index Per Article: 3.9] [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: 05/20/2014] [Accepted: 05/31/2014] [Indexed: 12/12/2022] Open
Abstract
SOX genes are transcription factors with important roles in embryonic development and carcinogenesis. The SOX family of 20 genes is responsible for regulating lineage and tissue specific gene expression patterns, controlling numerous developmental processes including cell differentiation, sex determination, and organogenesis. As is the case with many genes involved in regulating development, SOX genes are frequently deregulated in cancer. In this perspective we provide a brief overview of how SOX proteins can promote or suppress cancer growth. We also present a pan-cancer analysis of aberrant SOX gene expression and highlight potential molecular mechanisms responsible for their disruption in cancer. Our analyses indicate the prominence of SOX deregulation in different cancer types and reveal potential roles for SOX genes not previously described in cancer. Finally, we summarize our recent identification of SOX15 as a candidate tumor suppressor in pancreatic cancer and propose several research avenues to pursue to further delineate the emerging role of SOX15 in development and carcinogenesis.
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Affiliation(s)
- Kelsie L Thu
- BC Cancer Research Centre, Vancouver, B.C., Canada
| | | | | | | | - Wan L Lam
- BC Cancer Research Centre, Vancouver, B.C., Canada
| | - Ming-Sound Tsao
- Ontario Cancer Institute, Princess Margaret Hospital, University Health Network at the University of Toronto
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Vucic EA, Chari R, Thu KL, Wilson IM, Cotton AM, Kennett JY, Zhang M, Lonergan KM, Steiling K, Brown CJ, McWilliams A, Ohtani K, Lenburg ME, Sin DD, Spira A, MacAulay CE, Lam S, Lam WL. DNA methylation is globally disrupted and associated with expression changes in chronic obstructive pulmonary disease small airways. Am J Respir Cell Mol Biol 2014; 50:912-22. [PMID: 24298892 PMCID: PMC4068945 DOI: 10.1165/rcmb.2013-0304oc] [Citation(s) in RCA: 96] [Impact Index Per Article: 9.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2013] [Accepted: 12/03/2013] [Indexed: 01/06/2023] Open
Abstract
DNA methylation is an epigenetic modification that is highly disrupted in response to cigarette smoke and involved in a wide spectrum of malignant and nonmalignant diseases, but surprisingly not previously assessed in small airways of patients with chronic obstructive pulmonary disease (COPD). Small airways are the primary sites of airflow obstruction in COPD. We sought to determine whether DNA methylation patterns are disrupted in small airway epithelia of patients with COPD, and evaluate whether changes in gene expression are associated with these disruptions. Genome-wide methylation and gene expression analysis were performed on small airway epithelial DNA and RNA obtained from the same patient during bronchoscopy, using Illumina's Infinium HM27 and Affymetrix's Genechip Human Gene 1.0 ST arrays. To control for known effects of cigarette smoking on DNA methylation, methylation and gene expression profiles were compared between former smokers with and without COPD matched for age, pack-years, and years of smoking cessation. Our results indicate that aberrant DNA methylation is (1) a genome-wide phenomenon in small airways of patients with COPD, and (2) associated with altered expression of genes and pathways important to COPD, such as the NF-E2-related factor 2 oxidative response pathway. DNA methylation is likely an important mechanism contributing to modulation of genes important to COPD pathology. Because these methylation events may underlie disease-specific gene expression changes, their characterization is a critical first step toward the development of epigenetic markers and an opportunity for developing novel epigenetic therapeutic interventions for COPD.
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Affiliation(s)
- Emily A. Vucic
- Department of Integrative Oncology, British Columbia Cancer Research Centre, Vancouver, British Columbia, Canada
| | - Raj Chari
- Department of Genetics, Harvard Medical School, Boston, Massachusetts
| | - Kelsie L. Thu
- Department of Integrative Oncology, British Columbia Cancer Research Centre, Vancouver, British Columbia, Canada
| | - Ian M. Wilson
- Department of Integrative Oncology, British Columbia Cancer Research Centre, Vancouver, British Columbia, Canada
| | - Allison M. Cotton
- Department of Medical Genetics, University of British Columbia, Vancouver, British Columbia, Canada
| | - Jennifer Y. Kennett
- Department of Integrative Oncology, British Columbia Cancer Research Centre, Vancouver, British Columbia, Canada
| | - May Zhang
- Department of Integrative Oncology, British Columbia Cancer Research Centre, Vancouver, British Columbia, Canada
| | - Kim M. Lonergan
- Department of Integrative Oncology, British Columbia Cancer Research Centre, Vancouver, British Columbia, Canada
| | - Katrina Steiling
- Division of Computational Biomedicine, Department of Medicine, Boston University Medical Center, Boston, Massachusetts; and
| | - Carolyn J. Brown
- Department of Medical Genetics, University of British Columbia, Vancouver, British Columbia, Canada
| | - Annette McWilliams
- Department of Integrative Oncology, British Columbia Cancer Research Centre, Vancouver, British Columbia, Canada
| | - Keishi Ohtani
- Department of Integrative Oncology, British Columbia Cancer Research Centre, Vancouver, British Columbia, Canada
| | - Marc E. Lenburg
- Division of Computational Biomedicine, Department of Medicine, Boston University Medical Center, Boston, Massachusetts; and
| | - Don D. Sin
- University of British Columbia James Hogg Research Centre and the Institute of Heart and Lung Health, St. Paul’s Hospital, Vancouver, British Columbia, Canada
| | - Avrum Spira
- Division of Computational Biomedicine, Department of Medicine, Boston University Medical Center, Boston, Massachusetts; and
| | - Calum E. MacAulay
- Department of Integrative Oncology, British Columbia Cancer Research Centre, Vancouver, British Columbia, Canada
| | - Stephen Lam
- Department of Integrative Oncology, British Columbia Cancer Research Centre, Vancouver, British Columbia, Canada
| | - Wan L. Lam
- Department of Integrative Oncology, British Columbia Cancer Research Centre, Vancouver, British Columbia, Canada
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Rowbotham DA, Enfield KSS, Martinez VD, Thu KL, Vucic EA, Stewart GL, Bennewith KL, Lam WL. Multiple Components of the VHL Tumor Suppressor Complex Are Frequently Affected by DNA Copy Number Loss in Pheochromocytoma. Int J Endocrinol 2014; 2014:546347. [PMID: 25298778 PMCID: PMC4178909 DOI: 10.1155/2014/546347] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/30/2014] [Revised: 08/13/2014] [Accepted: 08/15/2014] [Indexed: 02/06/2023] Open
Abstract
Pheochromocytomas (PCC) are rare tumors that arise in chromaffin tissue of the adrenal gland. PCC are frequently inherited through predisposing mutations in genes such as the von Hippel-Lindau (VHL) tumor suppressor. VHL is part of the VHL elongin BC protein complex that also includes CUL2/5, TCEB1, TCEB2, and RBX1; in normoxic conditions this complex targets hypoxia-inducible factor 1 alpha (HIF1A) for degradation, thus preventing a hypoxic response. VHL inactivation by genetic mechanisms, such as mutation and loss of heterozygosity, inhibits HIF1A degradation, even in the presence of oxygen, and induces a pseudohypoxic response. However, the described <10% VHL mutation rate cannot account for the high frequency of hypoxic response observed. Indeed, little is known about genetic mechanisms disrupting other complex component genes. Here, we show that, in a panel of 171 PCC tumors, 59.6% harbored gene copy number loss (CNL) of at least one complex component. CNL significantly reduced gene expression and was associated with enrichment of gene targets controlled by HIF1. Interestingly, we show that VHL-related renal clear cell carcinoma harbored disruption of VHL alone. Our results indicate that VHL elongin BC protein complex components other than VHL could be important for PCC tumorigenesis and merit further investigation.
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Affiliation(s)
- David A. Rowbotham
- Department of Integrative Oncology, BC Cancer Agency, Vancouver, BC, Canada
| | | | - Victor D. Martinez
- Department of Integrative Oncology, BC Cancer Agency, Vancouver, BC, Canada
- BC Cancer Research Centre, 675 West 10th Avenue, Vancouver, BC, Canada V5Z 1L3
- *Victor D. Martinez:
| | - Kelsie L. Thu
- Department of Integrative Oncology, BC Cancer Agency, Vancouver, BC, Canada
| | - Emily A. Vucic
- Department of Integrative Oncology, BC Cancer Agency, Vancouver, BC, Canada
| | - Greg L. Stewart
- Department of Integrative Oncology, BC Cancer Agency, Vancouver, BC, Canada
| | - Kevin L. Bennewith
- Department of Integrative Oncology, BC Cancer Agency, Vancouver, BC, Canada
| | - Wan L. Lam
- Department of Integrative Oncology, BC Cancer Agency, Vancouver, BC, Canada
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Pikor LA, Lockwood WW, Thu KL, Vucic EA, Chari R, Gazdar AF, Lam S, Lam WL. YEATS4 is a novel oncogene amplified in non-small cell lung cancer that regulates the p53 pathway. Cancer Res 2013; 73:7301-12. [PMID: 24170126 DOI: 10.1158/0008-5472.can-13-1897] [Citation(s) in RCA: 37] [Impact Index Per Article: 3.4] [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]
Abstract
Genetic analyses of lung cancer have helped found new treatments in this disease. We conducted an integrative analysis of gene expression and copy number in 261 non-small cell lung cancers (NSCLC) relative to matched normal tissues to define novel candidate oncogenes, identifying 12q13-15 and more specifically the YEATS4 gene as amplified and overexpressed in ~20% of the NSCLC cases examined. Overexpression of YEATS4 abrogated senescence in human bronchial epithelial cells. Conversely, RNAi-mediated attenuation of YEATS4 in human lung cancer cells reduced their proliferation and tumor growth, impairing colony formation and inducing cellular senescence. These effects were associated with increased levels of p21WAF1 and p53 and cleavage of PARP, implicating YEATS4 as a negative regulator of the p21-p53 pathway. We also found that YEATS4 expression affected cellular responses to cisplastin, with increased levels associated with resistance and decreased levels with sensitivity. Taken together, our findings reveal YEATS4 as a candidate oncogene amplified in NSCLC, and a novel mechanism contributing to NSCLC pathogenesis.
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Affiliation(s)
- Larissa A Pikor
- Authors' Affiliations: Integrative Oncology, BC Cancer Research Center, Vancouver, BC, Canada; National Institutes of Health, Bethesda, Maryland; Department of Genetics, Harvard Medical School, Boston, Massachusetts; and Hamon Center of Therapeutics, University of Texas South Western, Dallas, Texas
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31
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Martinez VD, Vucic EA, Pikor LA, Thu KL, Hubaux R, Lam WL. Frequent concerted genetic mechanisms disrupt multiple components of the NRF2 inhibitor KEAP1/CUL3/RBX1 E3-ubiquitin ligase complex in thyroid cancer. Mol Cancer 2013; 12:124. [PMID: 24138990 PMCID: PMC4016213 DOI: 10.1186/1476-4598-12-124] [Citation(s) in RCA: 39] [Impact Index Per Article: 3.5] [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: 07/29/2013] [Accepted: 10/02/2013] [Indexed: 01/12/2023] Open
Abstract
Background Reactive oxygen species contribute to normal thyroid function. The NRF2 oxidative response pathway is frequently and constitutively activated in multiple tumor types, including papillary thyroid carcinoma (PTC). Genetic mechanisms underlying NRF2 pathway activation in PTC are not fully understood. Thus, we aimed to determine whether inactivating patterns of DNA-level alterations affect genes encoding for individual NRF2 inhibitor complex components (CUL3/KEAP1/RBX1) occur in PTC. Findings Combined patterns of epi/genetic alterations for KEAP1/CUL3/RBX1 E3 ubiquitin-ligase complex components were simultaneously interrogated for a panel of 310 PTC cases and 40 adjacent non-malignant tissues. Data were obtained from The Cancer Genome Atlas project. Enrichment of NRF2 pathway activation was assessed by gene-set enrichment analysis using transcriptome data. Our analyses revealed that PTC sustain a strikingly high frequency (80.6%) of disruption to multiple component genes of the NRF2 inhibitor complex. Hypermethylation is the predominant inactivating mechanism primarily affecting KEAP1 (70.6%) and CUL3 (20%), while copy number loss mostly affects RBX1 (16.8%). Concordantly, NRF2-associated gene expression signatures are positively and significantly enriched in PTC. Conclusions The KEAP1/CUL3/RBX1 E3-ubiquitin ligase complex is almost ubiquitously affected by multiple DNA-level mechanisms and downstream NRF2 pathway targets are activated in PTC. Given the importance of this pathway to normal thyroid function as well as to cancer; targeted inhibition of NRF2 regulators may impact strategies for therapeutic intervention involving this pathway.
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Affiliation(s)
- Victor D Martinez
- BC Cancer Research Centre, BC Cancer Agency, 675 West 10th Avenue, Vancouver, BC V5Z1L3, Canada.
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32
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Wilson IM, Vucic EA, Enfield KSS, Thu KL, Zhang YA, Chari R, Lockwood WW, Radulovich N, Starczynowski DT, Banáth JP, Zhang M, Pusic A, Fuller M, Lonergan KM, Rowbotham D, Yee J, English JC, Buys TPH, Selamat SA, Laird-Offringa IA, Liu P, Anderson M, You M, Tsao MS, Brown CJ, Bennewith KL, MacAulay CE, Karsan A, Gazdar AF, Lam S, Lam WL. EYA4 is inactivated biallelically at a high frequency in sporadic lung cancer and is associated with familial lung cancer risk. Oncogene 2013; 33:4464-73. [PMID: 24096489 PMCID: PMC4527534 DOI: 10.1038/onc.2013.396] [Citation(s) in RCA: 32] [Impact Index Per Article: 2.9] [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: 02/22/2013] [Revised: 07/30/2013] [Accepted: 08/06/2013] [Indexed: 02/07/2023]
Abstract
In an effort to identify novel biallelically inactivated tumor suppressor genes (TSG) in sporadic invasive and pre-invasive non-small cell lung cancer (NSCLC) genomes, we applied a comprehensive integrated multi-‘omics approach to investigate patient matched, paired NSCLC tumor and non-malignant parenchymal tissues. By surveying lung tumor genomes for genes concomitantly inactivated within individual tumors by multiple mechanisms, and by the frequency of disruption in tumors across multiple cohorts, we have identified a putative lung cancer TSG, Eyes Absent 4 (EYA4). EYA4 is frequently and concomitantly deleted, hypermethylated and underexpressed in multiple independent lung tumor data sets, in both major NSCLC subtypes, and in the earliest stages of lung cancer. We find not only that decreased EYA4 expression is associated with poor survival in sporadic lung cancers, but EYA4 SNPs are associated with increased familial cancer risk, consistent with EYA4’s proximity to the previously reported lung cancer susceptibility locus on 6q. Functionally, we find that EYA4 displays TSG-like properties with a role in modulating apoptosis and DNA repair. Cross examination of EYA4 expression across multiple tumor types suggests a cell type-specific tumorigenic role for EYA4, consistent with a tumor suppressor function in cancers of epithelial origin. This work shows a clear role for EYA4 as a putative TSG in NSCLC.
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Affiliation(s)
- I M Wilson
- Integrative Oncology Genetics Unit, British Columbia Cancer Research Centre, Vancouver, BC, Canada
| | - E A Vucic
- Integrative Oncology Genetics Unit, British Columbia Cancer Research Centre, Vancouver, BC, Canada
| | - K S S Enfield
- Integrative Oncology Genetics Unit, British Columbia Cancer Research Centre, Vancouver, BC, Canada
| | - K L Thu
- Integrative Oncology Genetics Unit, British Columbia Cancer Research Centre, Vancouver, BC, Canada
| | - Y A Zhang
- Hamon Center for Therapeutic Oncology Research, University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - R Chari
- 1] Integrative Oncology Genetics Unit, British Columbia Cancer Research Centre, Vancouver, BC, Canada [2] Department of Genetics, Harvard Medical School, Boston, MA, USA
| | - W W Lockwood
- 1] Integrative Oncology Genetics Unit, British Columbia Cancer Research Centre, Vancouver, BC, Canada [2] National Human Genome Research Institute, Cancer Genetics Branch, Bethesda, MD, USA
| | - N Radulovich
- Ontario Cancer Institute/Princess Margaret Hospital, Toronto, ON, Canada
| | - D T Starczynowski
- Division of Experimental Hematology and Cancer Biology, Cincinnati Children's Hospital Research Foundation, Cincinnati, OH, USA
| | - J P Banáth
- Integrative Oncology Genetics Unit, British Columbia Cancer Research Centre, Vancouver, BC, Canada
| | - M Zhang
- Integrative Oncology Genetics Unit, British Columbia Cancer Research Centre, Vancouver, BC, Canada
| | - A Pusic
- Integrative Oncology Genetics Unit, British Columbia Cancer Research Centre, Vancouver, BC, Canada
| | - M Fuller
- Integrative Oncology Genetics Unit, British Columbia Cancer Research Centre, Vancouver, BC, Canada
| | - K M Lonergan
- Integrative Oncology Genetics Unit, British Columbia Cancer Research Centre, Vancouver, BC, Canada
| | - D Rowbotham
- Integrative Oncology Genetics Unit, British Columbia Cancer Research Centre, Vancouver, BC, Canada
| | - J Yee
- Department of Surgery, Vancouver General Hospital, Vancouver, BC, Canada
| | - J C English
- Department of Pathology, Vancouver General Hospital, Vancouver, BC, Canada
| | - T P H Buys
- Integrative Oncology Genetics Unit, British Columbia Cancer Research Centre, Vancouver, BC, Canada
| | - S A Selamat
- Department of Biochemistry and Molecular Biology, University of Southern California, Los Angeles, CA, USA
| | - I A Laird-Offringa
- Department of Biochemistry and Molecular Biology, University of Southern California, Los Angeles, CA, USA
| | - P Liu
- Medical College of Wisconsin Cancer Center, Milwaukee, WI, USA
| | - M Anderson
- Medical College of Wisconsin Cancer Center, Milwaukee, WI, USA
| | - M You
- Medical College of Wisconsin Cancer Center, Milwaukee, WI, USA
| | - M S Tsao
- Ontario Cancer Institute/Princess Margaret Hospital, Toronto, ON, Canada
| | - C J Brown
- Department of Medical Genetics, University of British Columbia, Life Sciences Centre, Vancouver, BC, Canada
| | - K L Bennewith
- Integrative Oncology Genetics Unit, British Columbia Cancer Research Centre, Vancouver, BC, Canada
| | - C E MacAulay
- Integrative Oncology Genetics Unit, British Columbia Cancer Research Centre, Vancouver, BC, Canada
| | - A Karsan
- Integrative Oncology Genetics Unit, British Columbia Cancer Research Centre, Vancouver, BC, Canada
| | - A F Gazdar
- Hamon Center for Therapeutic Oncology Research, University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - S Lam
- Integrative Oncology Genetics Unit, British Columbia Cancer Research Centre, Vancouver, BC, Canada
| | - W L Lam
- Integrative Oncology Genetics Unit, British Columbia Cancer Research Centre, Vancouver, BC, Canada
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Coe BP, Thu KL, Aviel-Ronen S, Vucic EA, Gazdar AF, Lam S, Tsao MS, Lam WL. Genomic deregulation of the E2F/Rb pathway leads to activation of the oncogene EZH2 in small cell lung cancer. PLoS One 2013; 8:e71670. [PMID: 23967231 PMCID: PMC3744458 DOI: 10.1371/journal.pone.0071670] [Citation(s) in RCA: 66] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2013] [Accepted: 07/02/2013] [Indexed: 01/15/2023] Open
Abstract
Small cell lung cancer (SCLC) is a highly aggressive lung neoplasm with extremely poor clinical outcomes and no approved targeted treatments. To elucidate the mechanisms responsible for driving the SCLC phenotype in hopes of revealing novel therapeutic targets, we studied copy number and methylation profiles of SCLC. We found disruption of the E2F/Rb pathway was a prominent feature deregulated in 96% of the SCLC samples investigated and was strongly associated with increased expression of EZH2, an oncogene and core member of the polycomb repressive complex 2 (PRC2). Through its catalytic role in the PRC2 complex, EZH2 normally functions to epigenetically silence genes during development, however, it aberrantly silences genes in human cancers. We provide evidence to support that EZH2 is functionally active in SCLC tumours, exerts pro-tumourigenic functions in vitro, and is associated with aberrant methylation profiles of PRC2 target genes indicative of a “stem-cell like” hypermethylator profile in SCLC tumours. Furthermore, lentiviral-mediated knockdown of EZH2 demonstrated a significant reduction in the growth of SCLC cell lines, suggesting EZH2 has a key role in driving SCLC biology. In conclusion, our data confirm the role of EZH2 as a critical oncogene in SCLC, and lend support to the prioritization of EZH2 as a potential therapeutic target in clinical disease.
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Affiliation(s)
- Bradley P. Coe
- Integrative Oncology Department, BC Cancer Research Centre, Vancouver, Canada
| | - Kelsie L. Thu
- Integrative Oncology Department, BC Cancer Research Centre, Vancouver, Canada
- * E-mail:
| | | | - Emily A. Vucic
- Integrative Oncology Department, BC Cancer Research Centre, Vancouver, Canada
| | - Adi F. Gazdar
- Hamon Center for Therapeutic Oncology Research and Department of Pathology, University of Texas Southwestern Medical Center, Dallas, Texas, United States of America
| | - Stephen Lam
- Integrative Oncology Department, BC Cancer Research Centre, Vancouver, Canada
| | - Ming-Sound Tsao
- Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, Canada
- Department of Pathology, Princess Margaret Hospital University Health Network, Toronto, Canada
| | - Wan L. Lam
- Integrative Oncology Department, BC Cancer Research Centre, Vancouver, Canada
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Becker-Santos DD, Thu KL, Reis PP, Robinson WP, Lam S, Lam WL. miRNA expression in human lung cancer and fetal lung: a comparative study. BMC Proc 2013. [PMCID: PMC3624109 DOI: 10.1186/1753-6561-7-s2-p67] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022] Open
Affiliation(s)
- Daiana D Becker-Santos
- Department of Integrative Oncology, British Columbia Cancer Research Centre, Vancouver, BC, Canada,Interdisciplinary Oncology Program, University of British Columbia, Vancouver, BC, Canada
| | - Kelsie L Thu
- Department of Integrative Oncology, British Columbia Cancer Research Centre, Vancouver, BC, Canada,Interdisciplinary Oncology Program, University of British Columbia, Vancouver, BC, Canada
| | - Patricia P Reis
- Department of Surgery and Orthopaedics, Faculty of Medicine, São Paulo State University, UNESP, Botucatu, SP, Brazil
| | - Wendy P Robinson
- Department of Medical Genetics, University of British Columbia, Vancouver, BC, Canada
| | - Stephen Lam
- Department of Integrative Oncology, British Columbia Cancer Research Centre, Vancouver, BC, Canada
| | - Wan L Lam
- Department of Integrative Oncology, British Columbia Cancer Research Centre, Vancouver, BC, Canada
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Shien K, Toyooka S, Yamamoto H, Soh J, Jida M, Thu KL, Hashida S, Maki Y, Ichihara E, Asano H, Tsukuda K, Takigawa N, Kiura K, Gazdar AF, Lam WL, Miyoshi S. Acquired resistance to EGFR inhibitors is associated with a manifestation of stem cell-like properties in cancer cells. Cancer Res 2013; 73:3051-61. [PMID: 23542356 DOI: 10.1158/0008-5472.can-12-4136] [Citation(s) in RCA: 208] [Impact Index Per Article: 18.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/06/2023]
Abstract
Acquired resistance to EGF receptor (EGFR) tyrosine kinase inhibitor (TKI) is a critical problem in the treatment of lung cancer. Although several mechanisms have been shown to be responsible for acquired resistance, all mechanisms have not been uncovered. In this study, we investigated the molecular and cellular profiles of the acquired resistant cells to EGFR-TKI in EGFR-mutant lung cancers. Four EGFR-mutant cell lines were exposed to gefitinib by stepwise escalation and high-concentration exposure methods, and resistant sublines to gefitinib were established. The molecular profiles and cellular phenotypes of these resistant sublines were characterized. Although previously reported, alterations including secondary EGFR T790M mutation, MET amplification, and appearance of epithelial-to-mesenchymal transition (EMT) features were observed, these 2 drug-exposure methods revealed different resistance mechanisms. The resistant cells with EMT features exhibited downregulation of miRNA-200c by DNA methylation. Furthermore, the HCC827-derived subline characterized by the high-concentration exposure method exhibited not only EMT features but also stem cell-like properties, including aldehyde dehydrogenase isoform 1 (ALDH1A1) overexpression, increase of side-population, and self-renewal capability. Resistant sublines with stem cell-like properties were resistant to conventional chemotherapeutic agents but equally sensitive to histone deacetylase and proteasome inhibitors, compared with their parental cells. ALDH1A1 was upregulated in clinical samples with acquired resistance to gefitinib. In conclusion, our study indicates that the manner of EGFR-TKI exposure influences the mechanism of acquired resistance and the appearance of stem cell-like property with EGFR-TKI treatment.
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Affiliation(s)
- Kazuhiko Shien
- Department of Thoracic Surgery, Okayama University Hospital, Okayama, Japan
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Abstract
The genomics era has yielded great advances in the understanding of cancer biology. At the same time, the immense complexity of the cancer genome has been revealed, as well as a striking heterogeneity at the whole-genome (or omics) level that exists between even histologically similar tumors. The vast accrual and public availability of multi-omics databases with associated clinical annotation including tumor histology, patient response, and outcome are a rich resource that has the potential to lead to rapid translation of high-throughput omics to improved overall survival. We focus on the unique advantages of a multidimensional approach to genomic analysis in this new high-throughput omics age and discuss the implications of the changing cancer demographic to translational omics research.
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Affiliation(s)
- Emily A Vucic
- British Columbia Cancer Research Centre, Vancouver V5Z 1L3, Canada.
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Lockwood WW, Wilson IM, Coe BP, Chari R, Pikor LA, Thu KL, Solis LM, Nunez MI, Behrens C, Yee J, English J, Murray N, Tsao MS, Minna JD, Gazdar AF, Wistuba II, MacAulay CE, Lam S, Lam WL. Divergent genomic and epigenomic landscapes of lung cancer subtypes underscore the selection of different oncogenic pathways during tumor development. PLoS One 2012; 7:e37775. [PMID: 22629454 PMCID: PMC3357406 DOI: 10.1371/journal.pone.0037775] [Citation(s) in RCA: 42] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2011] [Accepted: 04/27/2012] [Indexed: 01/12/2023] Open
Abstract
For therapeutic purposes, non-small cell lung cancer (NSCLC) has traditionally been regarded as a single disease. However, recent evidence suggest that the two major subtypes of NSCLC, adenocarcinoma (AC) and squamous cell carcinoma (SqCC) respond differently to both molecular targeted and new generation chemotherapies. Therefore, identifying the molecular differences between these tumor types may impact novel treatment strategy. We performed the first large-scale analysis of 261 primary NSCLC tumors (169 AC and 92 SqCC), integrating genome-wide DNA copy number, methylation and gene expression profiles to identify subtype-specific molecular alterations relevant to new agent design and choice of therapy. Comparison of AC and SqCC genomic and epigenomic landscapes revealed 778 altered genes with corresponding expression changes that are selected during tumor development in a subtype-specific manner. Analysis of >200 additional NSCLCs confirmed that these genes are responsible for driving the differential development and resulting phenotypes of AC and SqCC. Importantly, we identified key oncogenic pathways disrupted in each subtype that likely serve as the basis for their differential tumor biology and clinical outcomes. Downregulation of HNF4α target genes was the most common pathway specific to AC, while SqCC demonstrated disruption of numerous histone modifying enzymes as well as the transcription factor E2F1. In silico screening of candidate therapeutic compounds using subtype-specific pathway components identified HDAC and PI3K inhibitors as potential treatments tailored to lung SqCC. Together, our findings suggest that AC and SqCC develop through distinct pathogenetic pathways that have significant implication in our approach to the clinical management of NSCLC.
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Affiliation(s)
- William W Lockwood
- Department of Integrative Oncology, British Columbia Cancer Research Centre, Vancouver, British Columbia, Canada.
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Thu KL, Vucic EA, Chari R, Zhang W, Lockwood WW, English JC, Fu R, Wang P, Feng Z, MacAulay CE, Gazdar AF, Lam S, Lam WL. Lung adenocarcinoma of never smokers and smokers harbor differential regions of genetic alteration and exhibit different levels of genomic instability. PLoS One 2012; 7:e33003. [PMID: 22412972 PMCID: PMC3296775 DOI: 10.1371/journal.pone.0033003] [Citation(s) in RCA: 55] [Impact Index Per Article: 4.6] [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: 09/02/2011] [Accepted: 02/02/2012] [Indexed: 11/23/2022] Open
Abstract
Recent evidence suggests that the observed clinical distinctions between lung tumors in smokers and never smokers (NS) extend beyond specific gene mutations, such as EGFR, EML4-ALK, and KRAS, some of which have been translated into targeted therapies. However, the molecular alterations identified thus far cannot explain all of the clinical and biological disparities observed in lung tumors of NS and smokers. To this end, we performed an unbiased genome-wide, comparative study to identify novel genomic aberrations that differ between smokers and NS. High resolution whole genome DNA copy number profiling of 69 lung adenocarcinomas from smokers (n = 39) and NS (n = 30) revealed both global and regional disparities in the tumor genomes of these two groups. We found that NS lung tumors had a greater proportion of their genomes altered than those of smokers. Moreover, copy number gains on chromosomes 5q, 7p, and 16p occurred more frequently in NS. We validated our findings in two independently generated public datasets. Our findings provide a novel line of evidence distinguishing genetic differences between smoker and NS lung tumors, namely, that the extent of segmental genomic alterations is greater in NS tumors. Collectively, our findings provide evidence that these lung tumors are globally and genetically different, which implies they are likely driven by distinct molecular mechanisms.
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Affiliation(s)
- Kelsie L Thu
- Department of Integrative Oncology, British Columbia Cancer Research Centre, Vancouver, British Columbia, Canada.
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Lockwood WW, Thu KL, Lin L, Pikor LA, Chari R, Lam WL, Beer DG. Integrative genomics identified RFC3 as an amplified candidate oncogene in esophageal adenocarcinoma. Clin Cancer Res 2012; 18:1936-46. [PMID: 22328562 DOI: 10.1158/1078-0432.ccr-11-1431] [Citation(s) in RCA: 31] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
PURPOSE Esophageal adenocarcinoma (EAC) is a lethal malignancy that can develop from the premalignant condition, Barrett's esophagus (BE). Currently, there are no validated simple methods to predict which patients will progress to EAC. A better understanding of the genetic mechanisms driving EAC tumorigenesis is needed to identify new therapeutic targets and develop biomarkers capable of identifying high-risk patients that would benefit from aggressive neoadjuvant therapy. We employed an integrative genomics approach to identify novel genes involved in EAC biology that may serve as useful clinical markers. EXPERIMENTAL DESIGN Whole genome tiling-path array comparative genomic hybridization was used to identify significant regions of copy number alteration in 20 EACs and 10 matching BE tissues. Copy number and gene expression data were integrated to identify candidate oncogenes within regions of amplification and multiple additional sample cohorts were assessed to validate candidate genes. RESULTS We identified RFC3 as a novel, candidate oncogene activated by amplification in approximately 25% of EAC samples. RFC3 was also amplified in BE from a patient whose EAC harbored amplification and was differentially expressed between nonmalignant and EAC tissues. Copy number gains were detected in other cancer types and RFC3 knockdown inhibited proliferation and anchorage-independent growth of cancer cells with increased copy number but had little effect on those without. Moreover, high RFC3 expression was associated with poor patient outcome in multiple cancer types. CONCLUSIONS RFC3 is a candidate oncogene amplified in EAC. RFC3 DNA amplification is also prevalent in other epithelial cancer types and RFC3 expression could serve as a prognostic marker.
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Affiliation(s)
- William W Lockwood
- Integrative Oncology, British Columbia Cancer Research Centre, Vancouver, British Columbia, Canada.
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Thu KL, Hubaux R, Aviel-Ronen S, MacAulay CE, Tsao MS, Lam S, Lam WL, Coe BP. Abstract A29: Genomic alteration of E2F/Rb activates EZH2 in small cell lung cancer. Clin Cancer Res 2012. [DOI: 10.1158/1078-0432.12aacriaslc-a29] [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
Introduction: Small Cell Lung Cancer (SCLC) is a highly aggressive lung tumor with a 5 year survival rate of only 5% for extensive stage disease, which has only modestly improved over the last few decades. Identification of new molecular diagnostic and therapeutic targets is thus imperative. The purpose of this study was to employ genomic profiling of SCLC tumors to identify novel genomic alterations responsible for driving the aggressive biology of SCLC.
Methods: DNA was extracted from a panel of 14 formalin fixed paraffin embedded SCLC tumors and used to perform high resolution array comparative genomic hybridization (aCGH) on a tiling array to identify recurrent copy number alterations. RNA was harvested from a series of SCLC cell lines and used to perform qRT-PCR on candidate genes. Publicly available SCLC tumor microarray data was also analyzed to interrogate the expression of candidate genes.
Results: Through application of integrated genome and transcriptome microarray profiling, and comparison of SCLC to less aggressive non-small cell lung cancers (NSCLC) we have identified novel patterns of genomic alteration mediated pathway disruption specific to SCLC. This includes activation of the cell cycle through deregulation of downstream pathway components, as opposed to upstream deregulation of receptors such as EGFR which is characteristic of NSCLC.
Strikingly we observed direct genomic activation of E2F transcription factors, in addition to the classically described loss of the Rb tumor suppressor. Analysis of targets of the E2F/Rb pathway identified EZH2, a polycomb repressive complex 2 (PRC2) member involved in epigenetic silencing of genes involved in differentiation. EZH2 has been characterized as a target of genomic amplification in prostate and breast cancers, however, no genomic amplifications were detected in our SCLC samples, thus any overexpression is likely regulated by upstream elements of the E2F/Rb pathway. qRT-PCR confirmed EZH2 as being specifically hyper-activated with a mean 42 fold over-expression (range 10 to 74 fold) in SCLC compared to 13 fold in NSCLC. This pattern was verified from an analysis of an independent array study of SCLC. Moreover, shRNA-mediated knockdown demonstrated a significant reduction in cell viability in SCLC cell lines.
Conclusion: We conclude that EZH2 activation through genomic alteration of E2F/Rb contributes to the malignant phenotype of SCLC and may represent a potential therapeutic target.
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Affiliation(s)
- Kelsie L. Thu
- 1British Columbia Cancer Research Centre, Vancouver, BC, Canada, 2Ontario Cancer Institute, Toronto, ON, Canada
| | - Roland Hubaux
- 1British Columbia Cancer Research Centre, Vancouver, BC, Canada, 2Ontario Cancer Institute, Toronto, ON, Canada
| | - Sarit Aviel-Ronen
- 1British Columbia Cancer Research Centre, Vancouver, BC, Canada, 2Ontario Cancer Institute, Toronto, ON, Canada
| | - Calum E. MacAulay
- 1British Columbia Cancer Research Centre, Vancouver, BC, Canada, 2Ontario Cancer Institute, Toronto, ON, Canada
| | - Ming-Sound Tsao
- 1British Columbia Cancer Research Centre, Vancouver, BC, Canada, 2Ontario Cancer Institute, Toronto, ON, Canada
| | - Stephen Lam
- 1British Columbia Cancer Research Centre, Vancouver, BC, Canada, 2Ontario Cancer Institute, Toronto, ON, Canada
| | - Wan L. Lam
- 1British Columbia Cancer Research Centre, Vancouver, BC, Canada, 2Ontario Cancer Institute, Toronto, ON, Canada
| | - Bradley P. Coe
- 1British Columbia Cancer Research Centre, Vancouver, BC, Canada, 2Ontario Cancer Institute, Toronto, ON, Canada
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Wilson IM, Lockwood WW, Coe BP, Chari R, Pikor LA, Thu KL, Yee J, English J, Murray N, Tsao MS, Minna JD, Gazdar AF, MacAulay CE, Lam S, Lam WL. Divergent genomic and epigenomic landscapes of lung cancer subtypes underscore the selection of different oncogenic pathways during tumor development. Cancer Genet 2011. [DOI: 10.1016/j.cancergen.2011.08.014] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
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Pikor L, Thu KL, Lockwood WW, Chari R, Wilson IM, MacAulay CE, English JC, Tsao MS, Gazdar AF, Lam S, Lam WL. Abstract A14: DNA alterations to the Cullin-3/Ring box protein-1 E3 ubiquitin ligase complex represent a novel mechanism of NF-κB activation in lung cancer. Cancer Prev Res (Phila) 2010. [DOI: 10.1158/1940-6207.prev-10-a14] [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
Background: Nuclear factor kappa B (NF-κB) signaling is essential for lung cancer development, and therefore, may serve as a target for intervention. However, the genetic mechanisms responsible for its activation are not fully understood. Kelch-like ECH-associated protein 1 (KEAP1) binds protein substrates to the Cullin-3 (CUL3)/Ring box protein-1 (RBX1) E3 ubiquitin ligase complex where ubiquitination signals substrates for proteosomal degradation. Recently, inhibitor of nuclear factor kappa-B kinase subunit beta (IKKβ), an activator of NF-κB, was shown to be a substrate of KEAP1, implicating KEAP1's involvement in regulating NF-κB signaling. Loss of function of KEAP1 leads to IKKβ accumulation and NF-κB activation. We hypothesized that DNA deletions of the other E3 complex components (CUL3 and RBX1) are frequent alterations that disrupt complex function and contribute to NF-κB activation in lung cancer.
Methods: We screened DNA copy number profiles of 261 non-small cell lung cancer (NSCLC) tumors for DNA alterations at the KEAP1, CUL3, RBX1, and IKK loci. Profiles were generated by array comparative genomic hybridization on the SMRT array (sub-megabase resolution tiling) platform. We also analyzed mRNA expression of these genes and 9 well annotated NF-κB target genes, using gene expression profiles generated with Agilent gene expression microarrays for a subset (n=48) of the tumors.
Results: Our investigation of genetic disruption to the E3 ubiquitin ligase complex components revealed 54% of tumors harbored DNA copy number loss of at least one complex component (KEAP1, CUL3, or RBX1) or gain of IKKβ. Moreover, at the expression level, 81% of tumors analyzed had aberrant expression of one of these genes (underexpression of complex components or overexpression of IKKβ). Interestingly, the copy number alterations identified appeared to segregate with adenocarcinoma (AC) or squamous cell carcinoma (SCC) histology; KEAP1 loss was more prevalent in AC while CUL3 loss and IKKβ gain were more frequent in SCC. When NF-κB target gene expression was analyzed, we observed higher expression of 5/9 genes in tumors with underexpression of an E3 ubiquitin ligase complex component relative to matched non-malignant tissue from the same individual.
Conclusions: The presence and strikingly high frequency of genetic disruption and aberrant expression of the E3 ubiquitin ligase complex components (KEAP1, CUL3, and RBX1) revealed in this study provides evidence of its importance in lung cancer. These data suggest that DNA level alterations to this complex may represent a novel mechanism of NF-κB activation in lung cancer.
Citation Information: Cancer Prev Res 2010;3(12 Suppl):A14.
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Affiliation(s)
- Larissa Pikor
- 1University of British Columbia, Vancouver, BC, Canada
| | - Kelsie L. Thu
- 1University of British Columbia, Vancouver, BC, Canada
| | | | - Raj Chari
- 1University of British Columbia, Vancouver, BC, Canada
| | - Ian M. Wilson
- 1University of British Columbia, Vancouver, BC, Canada
| | | | | | - Ming- Sound Tsao
- 4Ontario Cancer Institute/Princess Margaret Hospital Site and University of Toronto, Toronto, ON, Canada
| | - Adi F. Gazdar
- 5Hamon Center for Therapeutic Oncology Research, University of Texas Southwestern Medical Center, Dallas, TX
| | - Stephen Lam
- 1University of British Columbia, Vancouver, BC, Canada
| | - Wan L. Lam
- 1University of British Columbia, Vancouver, BC, Canada
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Chari R, Thu KL, Wilson IM, Lockwood WW, Lonergan KM, Coe BP, Malloff CA, Gazdar AF, Lam S, Garnis C, MacAulay CE, Alvarez CE, Lam WL. Integrating the multiple dimensions of genomic and epigenomic landscapes of cancer. Cancer Metastasis Rev 2010; 29:73-93. [PMID: 20108112 DOI: 10.1007/s10555-010-9199-2] [Citation(s) in RCA: 31] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
Advances in high-throughput, genome-wide profiling technologies have allowed for an unprecedented view of the cancer genome landscape. Specifically, high-density microarrays and sequencing-based strategies have been widely utilized to identify genetic (such as gene dosage, allelic status, and mutations in gene sequence) and epigenetic (such as DNA methylation, histone modification, and microRNA) aberrations in cancer. Although the application of these profiling technologies in unidimensional analyses has been instrumental in cancer gene discovery, genes affected by low-frequency events are often overlooked. The integrative approach of analyzing parallel dimensions has enabled the identification of (a) genes that are often disrupted by multiple mechanisms but at low frequencies by any one mechanism and (b) pathways that are often disrupted at multiple components but at low frequencies at individual components. These benefits of using an integrative approach illustrate the concept that the whole is greater than the sum of its parts. As efforts have now turned toward parallel and integrative multidimensional approaches for studying the cancer genome landscape in hopes of obtaining a more insightful understanding of the key genes and pathways driving cancer cells, this review describes key findings disseminating from such high-throughput, integrative analyses, including contributions to our understanding of causative genetic events in cancer cell biology.
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Affiliation(s)
- Raj Chari
- Genetics Unit - Department of Integrative Oncology, British Columbia Cancer Research Centre, Vancouver, BC, Canada.
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Abstract
DNA methylation regulates gene expression primarily through modification of chromatin structure. Global methylation studies have revealed biologically relevant patterns of DNA methylation in the human genome affecting sequences such as gene promoters, gene bodies, and repetitive elements. Disruption of normal methylation patterns and subsequent gene expression changes have been observed in several diseases especially in human cancers. Immunoprecipitation (IP)-based methods to evaluate methylation status of DNA have been instrumental in such genome-wide methylation studies. This review describes techniques commonly used to identify and quantify methylated DNA with emphasis on IP based platforms. In an effort to consolidate the wealth of information and highlight critical aspects of methylated DNA analysis, sample considerations, experimental and bioinformatic approaches for analyzing genome-wide methylation profiles, and the benefit of integrating DNA methylation data with complementary dimensions of genomic data are discussed.
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Affiliation(s)
- Kelsie L Thu
- Department of Cancer Genetics and Developmental Biology, British Columbia Cancer Research Centre, 675 West 10th Avenue, Vancouver, BC V5Z 1L3, Canada.
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Abstract
The structure and sequence of the genome is immensely variable in the human population. Segmental copy number variants (CNVs) contribute to the extensive phenotypic diversity among humans and have been shown to associate with disease susceptibility. In this article, we provide a detailed review of human genetic variations and the experimental approaches used to discover, catalog, and genotype CNVs.
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Affiliation(s)
- Emily A Vucic
- Department of Cancer Genetics and Developmental Biology, British Columbia Cancer Research Centre, Vancouver, BC, Canada
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Abstract
The identification of DNA methylation patterns is a common procedure in the study of epigenetics, as methylation is known to have significant effects on gene expression, and is involved with normal development as well as disease. Thus, the ability to discriminate between methylated DNA and non-methylated DNA is essential for generating methylation profiles for such studies. Methylated DNA immunoprecipitation (MeDIP) is an efficient technique for the extraction of methylated DNA from a sample of interest. A sample of as little as 200 ng of DNA is sufficient for the antibody, or immunoprecipitation (IP), reaction. DNA is sonicated into fragments ranging in size from 300-1000 bp, and is divided into immunoprecipitated (IP) and input (IN) portions. IP DNA is subsequently heat denatured and then incubated with anti-5'mC, allowing the monoclonal antibody to bind methylated DNA. After this, magnetic beads containing a secondary antibody with affinity for the primary antibody are added, and incubated. These bead-linked antibodies will bind the monoclonal antibody used in the first step. DNA bound to the antibody complex (methylated DNA) is separated from the rest of the DNA by using a magnet to pull the complexes out of solution. Several washes using IP buffer are then performed to remove the unbound, non-methylated DNA. The methylated DNA/antibody complexes are then digested with Proteinase K to digest the antibodies leaving only the methylated DNA intact. The enriched DNA is purified by phenol:chloroform extraction to remove the protein matter and then precipitated and resuspended in water for later use. PCR techniques can be used to validate the efficiency of the MeDIP procedure by analyzing the amplification products of IP and IN DNA for regions known to lack and known to contain methylated sequences. The purified methylated DNA can then be used for locus-specific (PCR) or genome-wide (microarray and sequencing) methylation studies, and is particularly useful when applied in conjunction with other research tools such as gene expression profiling and array comparative genome hybridization (CGH). Further investigation into DNA methylation will lead to the discovery of new epigenetic targets, which in turn, may be useful in developing new therapeutic or prognostic research tools for diseases such as cancer that are characterized by aberrantly methylated DNA.
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Affiliation(s)
- Kelsie L Thu
- Department of Cancer Genetics and Developmental Biology, BC Cancer Research Centre, Canada
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