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Taylor SJ, Hollis RL, Gourley C, Herrington CS, Langdon SP, Arends MJ. RFWD3 modulates response to platinum chemotherapy and promotes cancer associated phenotypes in high grade serous ovarian cancer. Front Oncol 2024; 14:1389472. [PMID: 38711848 PMCID: PMC11071161 DOI: 10.3389/fonc.2024.1389472] [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] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2024] [Accepted: 04/10/2024] [Indexed: 05/08/2024] Open
Abstract
Background DNA damage repair is frequently dysregulated in high grade serous ovarian cancer (HGSOC), which can lead to changes in chemosensitivity and other phenotypic differences in tumours. RFWD3, a key component of multiple DNA repair and maintenance pathways, was investigated to characterise its impact in HGSOC. Methods RFWD3 expression and association with clinical features was assessed using in silico analysis in the TCGA HGSOC dataset, and in a further cohort of HGSOC tumours stained for RFWD3 using immunohistochemistry. RFWD3 expression was modulated in cell lines using siRNA and CRISPR/cas9 gene editing, and cells were characterised using cytotoxicity and proliferation assays, flow cytometry, and live cell microscopy. Results Expression of RFWD3 RNA and protein varied in HGSOCs. In cell lines, reduction of RFWD3 expression led to increased sensitivity to interstrand crosslinking (ICL) inducing agents mitomycin C and carboplatin. RFWD3 also demonstrated further functionality outside its role in DNA damage repair, with RFWD3 deficient cells displaying cell cycle dysregulation, reduced cellular proliferation and reduced migration. In tumours, low RFWD3 expression was associated with increased tumour mutational burden, and complete response to platinum chemotherapy. Conclusion RFWD3 expression varies in HGSOCs, which can lead to functional effects at both the cellular and tumour levels.
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Affiliation(s)
- Sarah J. Taylor
- Edinburgh Pathology, Cancer Research UK Scotland Centre, Institute of Genetics and Cancer, University of Edinburgh, Edinburgh, United Kingdom
- Nicola Murray Centre for Ovarian Cancer Research, Cancer Research UK Scotland Centre, Institute of Genetics and Cancer, University of Edinburgh, Edinburgh, United Kingdom
| | - Robert L. Hollis
- Nicola Murray Centre for Ovarian Cancer Research, Cancer Research UK Scotland Centre, Institute of Genetics and Cancer, University of Edinburgh, Edinburgh, United Kingdom
| | - Charlie Gourley
- Nicola Murray Centre for Ovarian Cancer Research, Cancer Research UK Scotland Centre, Institute of Genetics and Cancer, University of Edinburgh, Edinburgh, United Kingdom
| | - C. Simon Herrington
- Edinburgh Pathology, Cancer Research UK Scotland Centre, Institute of Genetics and Cancer, University of Edinburgh, Edinburgh, United Kingdom
- Nicola Murray Centre for Ovarian Cancer Research, Cancer Research UK Scotland Centre, Institute of Genetics and Cancer, University of Edinburgh, Edinburgh, United Kingdom
| | - Simon P. Langdon
- Edinburgh Pathology, Cancer Research UK Scotland Centre, Institute of Genetics and Cancer, University of Edinburgh, Edinburgh, United Kingdom
| | - Mark J. Arends
- Edinburgh Pathology, Cancer Research UK Scotland Centre, Institute of Genetics and Cancer, University of Edinburgh, Edinburgh, United Kingdom
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Mosly D, MacLeod K, Moir N, Turnbull A, Sims AH, Langdon SP. Variation in IL6ST cytokine family function and the potential of IL6 trans-signalling in ERα positive breast cancer cells. Cell Signal 2023; 103:110563. [PMID: 36565897 DOI: 10.1016/j.cellsig.2022.110563] [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: 09/08/2022] [Revised: 12/14/2022] [Accepted: 12/15/2022] [Indexed: 12/24/2022]
Abstract
High expression of the transmembrane receptor IL6ST (gp130) has been identified as a predictive biomarker of endocrine treatment response in ERα-positive breast cancers. To investigate its function further in this disease, this study evaluated the expression, function and signalling of IL6ST in ERα-positive breast cancer cell lines and investigated crosstalk between ERα and IL6ST. IL6ST was differentially expressed in ERα-positive breast cancer cell lines (low in MCF-7, high in ZR751 and T47D), while multiple soluble isoforms of IL6ST were identified. IL6ST is the common signal transducing receptor component for the IL6ST family of cytokines and the effects of seven IL6ST cytokines on these cell lines were studied. These cytokines caused differential growth and migration effects in these cell lines e.g. MCF-7 cells were growth-stimulated, while ZR751 cells were inhibited by IL6 and OSM.. Activation of the STAT and ERK pathways is associated with these responses. Evidence to support trans-signalling involved in cell growth and migration was obtained in both MCF-7 and ZR751 models. Interaction between cytokines and estrogen on ERα-positive cell lines growth were analysed. High expression of IL6ST (in ZR751) may lead to growth inhibition by interacting cytokines while lower expression (in MCF-7) appears associated with proliferation. High IL6ST expression is consistent with a more beneficial clinical outcome if cytokine action contributes to anti-estrogen action.
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Affiliation(s)
- Duniya Mosly
- Edinburgh Cancer Research and Edinburgh Pathology, Institute of Genetics and Cancer, University of Edinburgh, Edinburgh EH4 2XR, United Kingdom; Applied Bioinformatics of Cancer, University of Edinburgh Cancer Research Centre, Institute of Genetics and Cancer, Edinburgh, EH4 2XR, United Kingdom
| | - Kenneth MacLeod
- Edinburgh Cancer Research and Edinburgh Pathology, Institute of Genetics and Cancer, University of Edinburgh, Edinburgh EH4 2XR, United Kingdom
| | - Nicholas Moir
- Applied Bioinformatics of Cancer, University of Edinburgh Cancer Research Centre, Institute of Genetics and Cancer, Edinburgh, EH4 2XR, United Kingdom
| | - Arran Turnbull
- Edinburgh Cancer Research and Edinburgh Pathology, Institute of Genetics and Cancer, University of Edinburgh, Edinburgh EH4 2XR, United Kingdom
| | - Andrew H Sims
- Applied Bioinformatics of Cancer, University of Edinburgh Cancer Research Centre, Institute of Genetics and Cancer, Edinburgh, EH4 2XR, United Kingdom
| | - Simon P Langdon
- Edinburgh Cancer Research and Edinburgh Pathology, Institute of Genetics and Cancer, University of Edinburgh, Edinburgh EH4 2XR, United Kingdom.
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3
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Moore KM, Cerqueira V, MacLeod KG, Mullen P, Hayward RL, Green S, Harrison DJ, Cameron DA, Langdon SP. Collateral-resistance to estrogen and HER-activated growth is associated with modified AKT, ERα, and cell-cycle signaling in a breast cancer model. Exploration of Targeted Anti-tumor Therapy 2022; 3:97-116. [PMID: 35441158 PMCID: PMC7612628 DOI: 10.37349/etat.2022.00074] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022] Open
Abstract
Aim: A model of progressively endocrine-resistant breast cancer was investigated to identify changes that can occur in signaling pathways after endocrine manipulation. Methods: The MCF7 breast cancer model is sensitive to estrogens and anti-estrogens while variant lines previously derived from wild-type MCF7 are either relatively 17β-estradiol (E2
)-insensitive (LCC1) or fully resistant to estrogen and anti-estrogens (LCC9). Results: In LCC1 and LCC9 cell lines, loss of estrogen sensitivity was accompanied by loss of growth response to transforming growth factor alpha (TGFα), heregulin-beta and pertuzumab. LCC1 and LCC9 cells had enhanced AKT phosphorylation relative to MCF7 which was reflected in downstream activation of phospho-mechanistic target of rapamycin (mTOR), phospho-S6, and phospho-estrogen receptor alpha Ser167 [ERα(Ser167)]. Both AKT2 and AKT3 were phosphorylated in the resistant cell lines, but small interfering RNA (siRNA) knockdown suggested that all three AKT isoforms contributed to growth response. ERα(Ser118) phosphorylation was increased by E2 and TGFα in MCF7, by E2 only in LCC1, but by neither in LCC9 cells. Multiple alterations in E2-mediated cell cycle control were identified in the endocrine-resistant cell lines including increased expression of MYC, cyclin A1, cyclin D1, cyclin-dependent kinase 1 (CDK1), CDK2, and hyperphosphorylated retinoblastoma protein (ppRb), whereas p21 and p27 were reduced. Estrogen modulated expression of these regulators in MCF7 and LCC1 cells but not in LCC9 cells. Seliciclib inhibited CDK2 activation in MCF7 cells but not in resistant variants; in all lines, it reduced ppRb, increased p53 associated responses including p21, p53 up-regulated modulator of apoptosis (PUMA), and p53 apoptosis-inducing protein 1 (p53AIP1), inhibited growth, and produced G2/M block and apoptosis. Conclusions: Multiple changes occur with progression of endocrine resistance in this model with AKT activation contributing to E2 insensitivity and loss of ERα(Ser118) phosphorylation being associated with full resistance. Cell cycle regulation is modified in endocrine-resistant breast cancer cells, and seliciclib is effective in both endocrine-sensitive and resistant diseases.
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Affiliation(s)
- Kate M. Moore
- 1Cancer Research UK Edinburgh Centre, Institute of Genetics and Cancer, University of Edinburgh, Crewe Road South, EH4 2XR Edinburgh, UK 2Cancer Research UK Barts Centre, Barts and The London School of Medicine and Dentistry, Queen Mary University of London, Charterhouse Square, EC1M 6BQ London, UK
| | - Vera Cerqueira
- 1Cancer Research UK Edinburgh Centre, Institute of Genetics and Cancer, University of Edinburgh, Crewe Road South, EH4 2XR Edinburgh, UK 3West of Scotland Clinical Genetics Service, Queen Elizabeth University Hospital, G51 4TF Glasgow, UK
| | - Kenneth G. MacLeod
- 1Cancer Research UK Edinburgh Centre, Institute of Genetics and Cancer, University of Edinburgh, Crewe Road South, EH4 2XR Edinburgh, UK
| | - Peter Mullen
- 4School of Medicine, University of St Andrews, North Haugh, KY16 9TF St Andrews, UK
| | - Richard L. Hayward
- 1Cancer Research UK Edinburgh Centre, Institute of Genetics and Cancer, University of Edinburgh, Crewe Road South, EH4 2XR Edinburgh, UK
| | - Simon Green
- 5Cyclacel Ltd, James Lindsay Place, Dundee Technopole, DD1 5JJ Dundee, UK
| | - David J. Harrison
- 4School of Medicine, University of St Andrews, North Haugh, KY16 9TF St Andrews, UK
| | - David A. Cameron
- 1Cancer Research UK Edinburgh Centre, Institute of Genetics and Cancer, University of Edinburgh, Crewe Road South, EH4 2XR Edinburgh, UK
| | - Simon P. Langdon
- 1Cancer Research UK Edinburgh Centre, Institute of Genetics and Cancer, University of Edinburgh, Crewe Road South, EH4 2XR Edinburgh, UK
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Kankia IH, Paramasivan P, Elcombe M, Langdon SP, Deeni YY. Nuclear factor erythroid 2-related factor 2 modulates HER4 receptor in ovarian cancer cells to influence their sensitivity to tyrosine kinase inhibitors. Exploration of Targeted Anti-tumor Therapy 2021; 2:187-203. [PMID: 36046141 PMCID: PMC9400752 DOI: 10.37349/etat.2021.00040] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2020] [Accepted: 02/25/2021] [Indexed: 11/19/2022] Open
Abstract
Aim: Nuclear factor erythroid 2-related factor 2 (NRF2) is a key component in the cell’s response to oxidative and electrophilic stress and is a transcription factor regulating the expression of a collection of anti-oxidative and cytoprotective genes. Human epidermal growth factor receptor 4 (HER4/erbB4) regulates growth and differentiation in many cancer types. Here, NRF2 and HER4 receptor interactions were investigated in a panel of ovarian cancer cell lines. Methods: Pharmacological [tert-butylhydroquinone (tBHQ) and retinoid/rexinoid, bexarotene] and genetic [small interfering RNA (siRNA)] manipulations were used to activate or inhibit NRF2 function in the cell line panel (PE01, OVCAR3, SKOV3). Activity of the HER-targeted tyrosine kinase inhibitors, erlotinib (ERL) and lapatinib (LAP), was evaluated after NRF2 activation. Results: While tBHQ increased the levels of both phosphorylated-NRF2 (pNRF2) and HER4 in PE01, OVCAR3 and SKOV3 cells, bexatorene and NRF2-target siRNA treatment decreased pNRF2 and total HER4 levels. The tBHQ-dependent pharmacological activation of NRF2 attenuated the therapeutic effectiveness of ERL and LAP. Analyses of gene expression data from a HER4 driven reporter system and in vitro or in vivo cancer models, support NRF2 regulation of HER4 expression. Conclusions: These results support the presence of signaling interaction between the NRF2 and HER4 receptor pathways and suggest that intervention modulating this cross-talk could have anticancer therapeutic value.
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Affiliation(s)
- Ibrahim H. Kankia
- Division of Health Sciences, School of Applied Sciences, Abertay University, Dundee DD1 1HG, UK 3Department of Biochemistry, Faculty of Natural and Applied Sciences, Umaru Musa Yar’adua University, Katsina PMB 2218, Nigeria
| | - Poornima Paramasivan
- Division of Health Sciences, School of Applied Sciences, Abertay University, Dundee DD1 1HG, UK
| | - Matthew Elcombe
- Division of Health Sciences, School of Applied Sciences, Abertay University, Dundee DD1 1HG, UK
| | - Simon P. Langdon
- Cancer Research UK Edinburgh Centre and Edinburgh Pathology, Institute of Genetics and Cancer, University of Edinburgh, Edinburgh EH4 2XU, UK
| | - Yusuf Y. Deeni
- Division of Health Sciences, School of Applied Sciences, Abertay University, Dundee DD1 1HG, UK 4Department of Microbiology and Biotechnology, Faculty of Science, Federal University Dutse, Dutse PMB 7156, Nigeria
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5
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Mishra A, Bonello M, Byron A, Langdon SP, Sims AH. Evaluation of Gene Expression Data From Cybrids and Tumours Highlights Elevated NDRG1-Driven Proliferation in Triple-Negative Breast Cancer. Breast Cancer (Auckl) 2020; 14:1178223420934447. [PMID: 32612361 PMCID: PMC7309340 DOI: 10.1177/1178223420934447] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [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: 03/27/2020] [Accepted: 05/20/2020] [Indexed: 11/15/2022]
Abstract
Background Triple-negative breast cancer is an aggressive type of breast cancer with high risk of recurrence. It is still poorly understood and lacks any targeted therapy, which makes it difficult to treat. Thus, it is important to understand the underlying mechanisms and pathways that are dysregulated in triple-negative breast cancer. Methods To investigate the role of mitochondria in triple-negative breast cancer progression, we analysed previously reported gene expression data from triple-negative breast cancer cybrids with SUM-159 as the nuclear donor cell and SUM-159 or A1N4 (c-SUM-159, c-A1N4) as the mitochondrial donor cells and with 143B as the nuclear donor cell and MCF-10A or MDA-MB-231 (c-MCF-10A, c-MDA-MB-231) as the mitochondrial donor cells. The role of potential biomarkers in cell proliferation and migration was examined in SUM-159 and MDA-MB-231 cells using sulforhodamine B and wound healing assays. Results Rank product analysis of cybrid gene expression data identified 149 genes which were significantly up-regulated in the cybrids with mitochondria from the cancer cell line. Analysis of previously reported breast tumour gene expression datasets confirmed 9 of the 149 genes were amplified, up-regulated, or down-regulated in more than 10% of the patients. The genes included NDRG1, PVT1, and EXT1, which are co-located in cytoband 8q24, which is frequently amplified in breast cancer. NDRG1 showed the largest down-regulation in the cybrids with benign mitochondria and was associated with poor prognosis in a breast cancer clinical dataset. Knockdown of NDRG1 expression significantly decreased proliferation of SUM-159 triple-negative breast cancer cells. Conclusions These results indicate that mitochondria-regulated nuclear gene expression helps breast cancer cells survive and proliferate, consistent with previous work focusing on an Src gene signature which is mitochondria regulated and drives malignancy in breast cancer cybrids. This is the first study to show that mitochondria in triple-negative breast cancer mediate significant up-regulation of a number of genes, and silencing of NDRG1 leads to significant reduction in proliferation.
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Affiliation(s)
- Akanksha Mishra
- Applied Bioinformatics of Cancer, Cancer Research UK Edinburgh Centre, MRC Institute of Genetics & Molecular Medicine, The University of Edinburgh, Edinburgh, UK
| | - Maria Bonello
- Applied Bioinformatics of Cancer, Cancer Research UK Edinburgh Centre, MRC Institute of Genetics & Molecular Medicine, The University of Edinburgh, Edinburgh, UK.,Division of Pathology, The University of Edinburgh, Edinburgh, UK
| | - Adam Byron
- Cancer Research UK Edinburgh Centre, MRC Institute of Genetics & Molecular Medicine, The University of Edinburgh, Edinburgh, UK
| | - Simon P Langdon
- Division of Pathology, The University of Edinburgh, Edinburgh, UK
| | - Andrew H Sims
- Applied Bioinformatics of Cancer, Cancer Research UK Edinburgh Centre, MRC Institute of Genetics & Molecular Medicine, The University of Edinburgh, Edinburgh, UK
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6
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Langdon SP, Herrington CS, Hollis RL, Gourley C. Estrogen Signaling and Its Potential as a Target for Therapy in Ovarian Cancer. Cancers (Basel) 2020; 12:cancers12061647. [PMID: 32580290 PMCID: PMC7352420 DOI: 10.3390/cancers12061647] [Citation(s) in RCA: 43] [Impact Index Per Article: 10.8] [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: 05/22/2020] [Revised: 06/12/2020] [Accepted: 06/17/2020] [Indexed: 12/24/2022] Open
Abstract
The estrogen receptor (ER) has functionality in selected ovarian cancer subtypes and represents a potential target for therapy. The majority (>80%) of high grade serous, low grade serous and endometrioid carcinomas and many granulosa cell tumors express ER-alpha (ERα), and these tumor types have demonstrated responses to endocrine therapy (tamoxifen and aromatase inhibitors) in multiple clinical studies. Biomarkers of responses to these drugs are actively being sought to help identify responsive cancers. Evidence for both pro-proliferative and pro-migratory roles for ERα has been obtained in model systems. ER-beta (ERβ) is generally considered to have a tumor suppressor role in ovarian cancer cells, being associated with the repression of cell growth and invasion. The differential expression of the specific ERβ isoforms may determine functionality within ovarian cancer cells. The more recently identified G protein-coupled receptor (GPER1; GPR30) has been shown to mediate both tumor-suppressive and tumor-promoting action in ovarian cancer cells, suggesting a more complex role. This review will summarize recent findings in this field.
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Affiliation(s)
- Simon P. Langdon
- Cancer Research UK Edinburgh Centre and Edinburgh Pathology, MRC Institute of Genetics and Molecular Medicine, University of Edinburgh, Edinburgh EH4 2XU, UK;
- Correspondence: ; Tel.: +44-(0)131-651-8694
| | - C. Simon Herrington
- Cancer Research UK Edinburgh Centre and Edinburgh Pathology, MRC Institute of Genetics and Molecular Medicine, University of Edinburgh, Edinburgh EH4 2XU, UK;
- The Nicola Murray Centre for Ovarian Cancer Research, CRUK Edinburgh Centre, MRC Institute of Genetics and Molecular Medicine, University of Edinburgh, Edinburgh EH4 2XU, UK; (R.L.H.); (C.G.)
| | - Robert L. Hollis
- The Nicola Murray Centre for Ovarian Cancer Research, CRUK Edinburgh Centre, MRC Institute of Genetics and Molecular Medicine, University of Edinburgh, Edinburgh EH4 2XU, UK; (R.L.H.); (C.G.)
| | - Charlie Gourley
- The Nicola Murray Centre for Ovarian Cancer Research, CRUK Edinburgh Centre, MRC Institute of Genetics and Molecular Medicine, University of Edinburgh, Edinburgh EH4 2XU, UK; (R.L.H.); (C.G.)
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7
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Meehan J, Gray M, Martínez-Pérez C, Kay C, Pang LY, Fraser JA, Poole AV, Kunkler IH, Langdon SP, Argyle D, Turnbull AK. Precision Medicine and the Role of Biomarkers of Radiotherapy Response in Breast Cancer. Front Oncol 2020; 10:628. [PMID: 32391281 PMCID: PMC7193869 DOI: 10.3389/fonc.2020.00628] [Citation(s) in RCA: 26] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2020] [Accepted: 04/06/2020] [Indexed: 12/24/2022] Open
Abstract
Radiotherapy remains an important treatment modality in nearly two thirds of all cancers, including the primary curative or palliative treatment of breast cancer. Unfortunately, largely due to tumor heterogeneity, tumor radiotherapy response rates can vary significantly, even between patients diagnosed with the same tumor type. Although in recent years significant technological advances have been made in the way radiation can be precisely delivered to tumors, it is proving more difficult to personalize radiotherapy regimens based on cancer biology. Biomarkers that provide prognostic or predictive information regarding a tumor's intrinsic radiosensitivity or its response to treatment could prove valuable in helping to personalize radiation dosing, enabling clinicians to make decisions between different treatment options whilst avoiding radiation-induced toxicity in patients unlikely to gain therapeutic benefit. Studies have investigated numerous ways in which both patient and tumor radiosensitivities can be assessed. Tumor molecular profiling has been used to develop radiosensitivity gene signatures, while the assessment of specific intracellular or secreted proteins, including circulating tumor cells, exosomes and DNA, has been performed to identify prognostic or predictive biomarkers of radiation response. Finally, the investigation of biomarkers related to radiation-induced toxicity could provide another means by which radiotherapy could become personalized. In this review, we discuss studies that have used these methods to identify or develop prognostic/predictive signatures of radiosensitivity, and how such assays could be used in the future as a means of providing personalized radiotherapy.
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Affiliation(s)
- James Meehan
- Translational Oncology Research Group, Institute of Genetics and Molecular Medicine, Western General Hospital, University of Edinburgh, Edinburgh, United Kingdom
| | - Mark Gray
- Translational Oncology Research Group, Institute of Genetics and Molecular Medicine, Western General Hospital, University of Edinburgh, Edinburgh, United Kingdom.,The Royal (Dick) School of Veterinary Studies and Roslin Institute, University of Edinburgh, Edinburgh, United Kingdom
| | - Carlos Martínez-Pérez
- Translational Oncology Research Group, Institute of Genetics and Molecular Medicine, Western General Hospital, University of Edinburgh, Edinburgh, United Kingdom.,Breast Cancer Now Edinburgh Research Team, Institute of Genetics and Molecular Medicine, Western General Hospital, University of Edinburgh, Edinburgh, United Kingdom
| | - Charlene Kay
- Translational Oncology Research Group, Institute of Genetics and Molecular Medicine, Western General Hospital, University of Edinburgh, Edinburgh, United Kingdom
| | - Lisa Y Pang
- The Royal (Dick) School of Veterinary Studies and Roslin Institute, University of Edinburgh, Edinburgh, United Kingdom
| | - Jennifer A Fraser
- School of Applied Science, Sighthill Campus, Edinburgh Napier University, Edinburgh, United Kingdom
| | - Amy V Poole
- School of Applied Science, Sighthill Campus, Edinburgh Napier University, Edinburgh, United Kingdom
| | - Ian H Kunkler
- Cancer Research UK Edinburgh Centre and Division of Pathology Laboratories, Institute of Genetics and Molecular Medicine, University of Edinburgh, Edinburgh, United Kingdom
| | - Simon P Langdon
- Cancer Research UK Edinburgh Centre and Division of Pathology Laboratories, Institute of Genetics and Molecular Medicine, University of Edinburgh, Edinburgh, United Kingdom
| | - David Argyle
- The Royal (Dick) School of Veterinary Studies and Roslin Institute, University of Edinburgh, Edinburgh, United Kingdom
| | - Arran K Turnbull
- Translational Oncology Research Group, Institute of Genetics and Molecular Medicine, Western General Hospital, University of Edinburgh, Edinburgh, United Kingdom.,Breast Cancer Now Edinburgh Research Team, Institute of Genetics and Molecular Medicine, Western General Hospital, University of Edinburgh, Edinburgh, United Kingdom
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8
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Ward C, Meehan J, Gray ME, Murray AF, Argyle DJ, Kunkler IH, Langdon SP. The impact of tumour pH on cancer progression: strategies for clinical intervention. Exploration of Targeted Anti-tumor Therapy 2020; 1:71-100. [PMID: 36046070 PMCID: PMC9400736 DOI: 10.37349/etat.2020.00005] [Citation(s) in RCA: 48] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2019] [Accepted: 02/05/2020] [Indexed: 02/06/2023] Open
Abstract
Dysregulation of cellular pH is frequent in solid tumours and provides potential opportunities for therapeutic intervention. The acidic microenvironment within a tumour can promote migration, invasion and metastasis of cancer cells through a variety of mechanisms. Pathways associated with the control of intracellular pH that are under consideration for intervention include carbonic anhydrase IX, the monocarboxylate transporters (MCT, MCT1 and MCT4), the vacuolar-type H+-ATPase proton pump, and the sodium-hydrogen exchanger 1. This review will describe progress in the development of inhibitors to these targets.
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Affiliation(s)
- Carol Ward
- Cancer Research UK Edinburgh Centre and Edinburgh Pathology, Institute of Genetics and Molecular Medicine, University of Edinburgh, Crewe Road South, EH4 2XU Edinburgh, UK
| | - James Meehan
- Cancer Research UK Edinburgh Centre and Edinburgh Pathology, Institute of Genetics and Molecular Medicine, University of Edinburgh, Crewe Road South, EH4 2XU Edinburgh, UK
| | - Mark E Gray
- Royal (Dick) School of Veterinary Studies and Roslin Institute, University of Edinburgh, Easter Bush, EH25 9RG Midlothian, UK
| | - Alan F Murray
- School of Engineering, Institute for Integrated Micro and Nano Systems, EH9 3JL Edinburgh, UK
| | - David J Argyle
- Royal (Dick) School of Veterinary Studies and Roslin Institute, University of Edinburgh, Easter Bush, EH25 9RG Midlothian, UK
| | - Ian H Kunkler
- Cancer Research UK Edinburgh Centre and Edinburgh Pathology, Institute of Genetics and Molecular Medicine, University of Edinburgh, Crewe Road South, EH4 2XU Edinburgh, UK
| | - Simon P Langdon
- Cancer Research UK Edinburgh Centre and Edinburgh Pathology, Institute of Genetics and Molecular Medicine, University of Edinburgh, Crewe Road South, EH4 2XU Edinburgh, UK
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9
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Taylor SJ, Arends MJ, Langdon SP. Inhibitors of the Fanconi anaemia pathway as potential antitumour agents for ovarian cancer. Exploration of Targeted Anti-tumor Therapy 2020; 1:26-52. [PMID: 36046263 PMCID: PMC9400734 DOI: 10.37349/etat.2020.00003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/24/2019] [Accepted: 12/18/2019] [Indexed: 11/30/2022] Open
Abstract
The Fanconi anaemia (FA) pathway is an important mechanism for cellular DNA damage repair, which functions to remove toxic DNA interstrand crosslinks. This is particularly relevant in the context of ovarian and other cancers which rely extensively on interstrand cross-link generating platinum chemotherapy as standard of care treatment. These cancers often respond well to initial treatment, but reoccur with resistant disease and upregulation of DNA damage repair pathways. The FA pathway is therefore of great interest as a target for therapies that aim to improve the efficacy of platinum chemotherapies, and reverse tumour resistance to these. In this review, we discuss recent advances in understanding the mechanism of interstrand cross-link repair by the FA pathway, and the potential of the component parts as targets for therapeutic agents. We then focus on the current state of play of inhibitor development, covering both the characterisation of broad spectrum inhibitors and high throughput screening approaches to identify novel small molecule inhibitors. We also consider synthetic lethality between the FA pathway and other DNA damage repair pathways as a therapeutic approach.
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Affiliation(s)
- Sarah J Taylor
- Cancer Research UK Edinburgh Centre and Edinburgh Pathology, Institute of Genetics and Molecular Medicine, University of Edinburgh, Crewe Road South, EH4 2XU Edinburgh, UK
| | - Mark J Arends
- Cancer Research UK Edinburgh Centre and Edinburgh Pathology, Institute of Genetics and Molecular Medicine, University of Edinburgh, Crewe Road South, EH4 2XU Edinburgh, UK
| | - Simon P Langdon
- Cancer Research UK Edinburgh Centre and Edinburgh Pathology, Institute of Genetics and Molecular Medicine, University of Edinburgh, Crewe Road South, EH4 2XU Edinburgh, UK
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10
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Meehan J, Gray M, Martinez-Perez C, Kay C, Dixon JM, Wills J, Ward C, von Kriegsheim A, Quinn N, Oikonomidou O, Cameron D, Langdon SP, Argyle D, Kunkler IH, Turnbull AK. Abstract P6-10-18: Development and validation of novel biomarkers of response to radiotherapy in breast cancer. Cancer Res 2020. [DOI: 10.1158/1538-7445.sabcs19-p6-10-18] [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: Radiotherapy (RT) plays an important role in the multimodal treatment of breast cancer (BC). Despite improvements in the accuracy of delivering radiation to specific biological target volumes, the clinical response of BC to RT is still affected by intrinsic/acquired radioresistance. These resistant cancer cells can contribute to the development of recurrent disease and poor patient outcomes. Clinical signs of RT response are often not apparent for several weeks post-treatment; patients who fail to respond will therefore initially go undetected. There are currently no clinically validated biomarkers that can predict which patients will respond to RT or assess response during treatment. Our study aims to address this major clinical need through the identification and validation of biomarkers of radiation responsiveness.
Methods: The effects of different radiation doses (2 - 10Gy) at a range of time points (1 - 24h) were investigated by analysing the protein secretion profiles from 3 BC cell lines: MCF-7 (ER+), ZR-751 (ER+) and MDA-MB-231 (ER-). Conditioned media was collected from each dose/time point and proteins isolated for mass spec analysis. For comparison, radioresistant models were derived from each of the 3 cell lines and were characterized by proliferation and colony formation assays, invasion and migration assays, whole-genome transcriptomic sequencing (WGTS) analysis and western blotting. To assess intrinsic response to RT a panel of 16 BC cell lines were evaluated by colony formation assays following a 2Gy dose of radiation. WGTS of a patient cohort of 230 (138 ER+ve, 92 ER-ve) post-menopausal women with BC, treated with breast conserving surgery and adjuvant RT but no systemic adjuvant therapy, with a median follow-up of 14 years, is currently underway.
Results: 9 biomarkers emerged whose secretion was significantly increased with radiation. These were evaluated by western blotting of conditioned media 24h after a 2Gy dose of RT in matched radio-sensitive and resistant cell lines; this confirmed significantly higher levels of radiation induced secretion from sensitive cells compared to resistant. Radioresistant cell lines were characterised by epithelial-to-mesenchymal-transition, enhanced invasion/migration, loss of ER and PgR and increased EGFR and PI3K signaling activity. Initial mechanistic investigations suggest that biomarker release in response to radiation occurs via microvesicles. A blood-based assay to test the level of these secreted biomarkers is currently under development. Pre-treatment levels of the 9 biomarkers were also found to be associated with prediction of intrinsic response to RT at both gene and protein level. A gene expression signature comprising the 9 candidates is strongly associated with the intrinsic response to RT across the 16 BC cell lines studied, with higher expression found in those more sensitive to RT compared with those less sensitive or resistant. Validation of the predictive power of these biomarkers in terms of recurrence-free and overall BC specific survival is currently being assessed at gene and protein level in the patient cohort.
Conclusions: We have identified 9 biomarkers which are released from BC cells sensitive to radiation 24h after a 2Gy dose (in line with current clinical standards) but not from radio-resistant derivatives.A blood based assay is currently under development which has the potential to monitor response to RT in the neoadjuvant and palliative settings.Intracellular levels of the 9 biomarkers are strongly associated with intrinsic response to RT and may hold predictive potential.These biomarkers may have the potential to improve patient care by identifying patients less likely to benefit from RT, paving the way for personalization of treatment, including altered dosing schedules and the future use of emerging radio-sensitizers.
Citation Format: James Meehan, Mark Gray, Carlos Martinez-Perez, Charlene Kay, J Michael Dixon, Jimi Wills, Carol Ward, Alex von Kriegsheim, Niall Quinn, Olga Oikonomidou, David Cameron, Simon P Langdon, David Argyle, Ian H Kunkler, Arran K Turnbull. Development and validation of novel biomarkers of response to radiotherapy in breast cancer [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 P6-10-18.
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Affiliation(s)
- James Meehan
- University of Edinburgh, Edinburgh, United Kingdom
| | - Mark Gray
- University of Edinburgh, Edinburgh, United Kingdom
| | | | - Charlene Kay
- University of Edinburgh, Edinburgh, United Kingdom
| | | | - Jimi Wills
- University of Edinburgh, Edinburgh, United Kingdom
| | - Carol Ward
- University of Edinburgh, Edinburgh, United Kingdom
| | | | - Niall Quinn
- University of Edinburgh, Edinburgh, United Kingdom
| | | | | | | | - David Argyle
- University of Edinburgh, Edinburgh, United Kingdom
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11
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Langdon SP, Kay C, Um IH, Dodds M, Muir M, Sellar G, Kan J, Gourley C, Harrison DJ. Evaluation of the dual mTOR/PI3K inhibitors Gedatolisib (PF-05212384) and PF-04691502 against ovarian cancer xenograft models. Sci Rep 2019; 9:18742. [PMID: 31822716 PMCID: PMC6904563 DOI: 10.1038/s41598-019-55096-9] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2019] [Accepted: 11/21/2019] [Indexed: 11/23/2022] Open
Abstract
This study investigated the antitumour effects of two dual mTOR/PI3K inhibitors, gedatolisib (WYE-129587/PKI-587/PF-05212384) and PF-04691502 against a panel of six human patient derived ovarian cancer xenograft models. Both dual mTOR/PI3K inhibitors demonstrated antitumour activity against all xenografts tested. The compounds produced tumour stasis during the treatment period and upon cessation of treatment, tumours re-grew. In several models, there was an initial rapid reduction of tumour volume over the first week of treatment before tumour stasis. No toxicity was observed during treatment. Biomarker studies were conducted in two xenograft models; phospho-S6 (Ser235/236) expression (as a readout of mTOR activity) was reduced over the treatment period in the responding xenograft but expression increased to control (no treatment) levels on cessation of treatment. Phospho-AKT (Ser473) expression (as a readout of PI3K) was inhibited by both drugs but less markedly so than phospho-S6 expression. Initial tumour volume reduction on treatment and regrowth rate after treatment cessation was associated with phospho-S6/total S6 expression ratio. Both drugs produced apoptosis but minimally influenced markers of proliferation (Ki67, phospho-histone H3). These results indicate that mTOR/PI3K inhibition can produce broad spectrum tumour growth stasis in ovarian cancer xenograft models during continuous chronic treatment and this is associated with apoptosis.
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Affiliation(s)
- Simon P Langdon
- Cancer Research UK Edinburgh Centre and Edinburgh Pathology, Institute of Genetics and Molecular Medicine, University of Edinburgh, Edinburgh, EH4 2XU, United Kingdom.
| | - Charlene Kay
- Cancer Research UK Edinburgh Centre and Edinburgh Pathology, Institute of Genetics and Molecular Medicine, University of Edinburgh, Edinburgh, EH4 2XU, United Kingdom
| | - In Hwa Um
- Pathology, School of Medicine, University of St. Andrews, North Haugh, St. Andrews, Fife, KY16 9TF, United Kingdom
| | - Michael Dodds
- Cancer Research UK Edinburgh Centre and Edinburgh Pathology, Institute of Genetics and Molecular Medicine, University of Edinburgh, Edinburgh, EH4 2XU, United Kingdom
| | - Morwenna Muir
- Nicola Murray Centre for Ovarian Cancer Research, Cancer Research UK Edinburgh Centre, Institute of Genetics and Molecular Medicine, University of Edinburgh, Edinburgh, EH4 2XU, United Kingdom
| | - Grant Sellar
- Wyeth Translational Medicine Research Consortium, Sir James Black Centre, Dow Street, Dundee, DD1 5EH, United Kingdom
| | - Julie Kan
- Pfizer Translational Pharmacology, Oncology, San Diego, USA
| | - Charlie Gourley
- Nicola Murray Centre for Ovarian Cancer Research, Cancer Research UK Edinburgh Centre, Institute of Genetics and Molecular Medicine, University of Edinburgh, Edinburgh, EH4 2XU, United Kingdom
| | - David J Harrison
- Pathology, School of Medicine, University of St. Andrews, North Haugh, St. Andrews, Fife, KY16 9TF, United Kingdom
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12
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Bozdag M, Ferraroni M, Ward C, Carta F, Bua S, Angeli A, Langdon SP, Kunkler IH, Al-Tamimi AMS, Supuran CT. Carbonic anhydrase inhibitors based on sorafenib scaffold: Design, synthesis, crystallographic investigation and effects on primary breast cancer cells. Eur J Med Chem 2019; 182:111600. [PMID: 31419777 DOI: 10.1016/j.ejmech.2019.111600] [Citation(s) in RCA: 28] [Impact Index Per Article: 5.6] [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: 07/15/2019] [Revised: 08/05/2019] [Accepted: 08/05/2019] [Indexed: 12/24/2022]
Abstract
Carbonic anhydrase inhibitors (CAIs) of the sulfonamide, sulfamate and coumarin classes bearing the phenylureido tail found in the clinically used drug Sorafenib, a multikinase inhibitor actually used for the management of hepatocellular carcinomas, are reported. All compounds were assayed on human (h) CA isoforms I, II, VII and IX, involved in various pathologies. Among the sulfonamides, several compounds were selective for inhibiting hCA IX, with KI values in the low nanomolar ranges (i.e. 0.7-30.2 nM). We explored the binding modes of such compounds by means of X-ray crystallographic studies on isoform hCA I in adduct with one sulfonamide and a sulfamate inhibitor. Antiproliferative properties of some sulfamates on breast tumor cell lines were also investigated.
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Affiliation(s)
- Murat Bozdag
- University of Florence, NEUROFARBA Dept, Sezione di Scienze Farmaceutiche e Nutraceutiche, Via Ugo Schiff 6, 50019, Sesto Fiorentino, Florence, Italy.
| | - Marta Ferraroni
- University of Florence, Department of Chemistry "Ugo Schiff", Via della Lastruccia 3, 50019, Sesto Fiorentino, Florence, Italy
| | - Carol Ward
- Breakthrough Breast Unit and Division of Pathology, Institute of Genetics and Molecular Medicine, Edinburgh, EH4 2XU, UK
| | - Fabrizio Carta
- University of Florence, NEUROFARBA Dept, Sezione di Scienze Farmaceutiche e Nutraceutiche, Via Ugo Schiff 6, 50019, Sesto Fiorentino, Florence, Italy
| | - Silvia Bua
- University of Florence, NEUROFARBA Dept, Sezione di Scienze Farmaceutiche e Nutraceutiche, Via Ugo Schiff 6, 50019, Sesto Fiorentino, Florence, Italy
| | - Andrea Angeli
- University of Florence, NEUROFARBA Dept, Sezione di Scienze Farmaceutiche e Nutraceutiche, Via Ugo Schiff 6, 50019, Sesto Fiorentino, Florence, Italy
| | - Simon P Langdon
- Breakthrough Breast Unit and Division of Pathology, Institute of Genetics and Molecular Medicine, Edinburgh, EH4 2XU, UK
| | - Ian H Kunkler
- Breakthrough Breast Unit and Division of Pathology, Institute of Genetics and Molecular Medicine, Edinburgh, EH4 2XU, UK
| | - Abdul-Malek S Al-Tamimi
- Department of Pharmaceutical Chemistry, College of Pharmacy, Prince Sattam Bin Abdulaziz University, PO Box 173, Alkharj, 11942, Saudi Arabia
| | - Claudiu T Supuran
- University of Florence, NEUROFARBA Dept, Sezione di Scienze Farmaceutiche e Nutraceutiche, Via Ugo Schiff 6, 50019, Sesto Fiorentino, Florence, Italy.
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Gray ME, Meehan J, Blair EO, Ward C, Langdon SP, Morrison LR, Marland JRK, Tsiamis A, Kunkler IH, Murray A, Argyle D. Biocompatibility of common implantable sensor materials in a tumor xenograft model. J Biomed Mater Res B Appl Biomater 2019; 107:1620-1633. [PMID: 30367816 PMCID: PMC6767110 DOI: 10.1002/jbm.b.34254] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [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: 06/01/2018] [Revised: 08/30/2018] [Accepted: 09/09/2018] [Indexed: 12/22/2022]
Abstract
Real-time monitoring of tumor microenvironment parameters using an implanted biosensor could provide valuable information on the dynamic nature of a tumor's biology and its response to treatment. However, following implantation biosensors may lose functionality due to biofouling caused by the foreign body response (FBR). This study developed a novel tumor xenograft model to evaluate the potential of six biomaterials (silicon dioxide, silicon nitride, Parylene-C, Nafion, biocompatible EPOTEK epoxy resin, and platinum) to trigger a FBR when implanted into a solid tumor. Biomaterials were chosen based on their use in the construction of a novel biosensor, designed to measure spatial and temporal changes in intra-tumoral O2 , and pH. None of the biomaterials had any detrimental effect on tumor growth or body weight of the murine host. Immunohistochemistry showed no significant changes in tumor necrosis, hypoxic cell number, proliferation, apoptosis, immune cell infiltration, or collagen deposition. The absence of biofouling supports the use of these materials in biosensors; future investigations in preclinical cancer models are required, with a view to eventual applications in humans. To our knowledge this is the first documented investigation of the effects of modern biomaterials, used in the production of implantable sensors, on tumor tissue after implantation. © 2018 The Authors. Journal of Biomedical Materials Research Part B: Applied Biomaterials published by Wiley Periodicals, Inc. J Biomed Mater Res Part B, 2018. © 2018 Wiley Periodicals, Inc. J Biomed Mater Res Part B: Appl Biomater 107B: 1620-1633, 2019.
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Affiliation(s)
- Mark E. Gray
- The Royal (Dick) School of Veterinary Studies and Roslin InstituteUniversity of EdinburghEdinburghEH25 9RGUK
- Cancer Research UK Edinburgh Centre and Division of Pathology Laboratories, Institute of Genetics and Molecular MedicineUniversity of EdinburghEdinburghEH4 2XUUK
| | - James Meehan
- Cancer Research UK Edinburgh Centre and Division of Pathology Laboratories, Institute of Genetics and Molecular MedicineUniversity of EdinburghEdinburghEH4 2XUUK
- Institute of Sensors, Signals and Systems, School of Engineering and Physical SciencesHeriot‐Watt UniversityEdinburghEH14 4ASUK
| | - Ewen O. Blair
- School of Engineering, Faraday BuildingEdinburghEH9 3JLUK
| | - Carol Ward
- The Royal (Dick) School of Veterinary Studies and Roslin InstituteUniversity of EdinburghEdinburghEH25 9RGUK
- Cancer Research UK Edinburgh Centre and Division of Pathology Laboratories, Institute of Genetics and Molecular MedicineUniversity of EdinburghEdinburghEH4 2XUUK
| | - Simon P. Langdon
- Cancer Research UK Edinburgh Centre and Division of Pathology Laboratories, Institute of Genetics and Molecular MedicineUniversity of EdinburghEdinburghEH4 2XUUK
| | - Linda R. Morrison
- The Royal (Dick) School of Veterinary Studies and Roslin InstituteUniversity of EdinburghEdinburghEH25 9RGUK
| | | | | | - Ian H. Kunkler
- Cancer Research UK Edinburgh Centre and Division of Pathology Laboratories, Institute of Genetics and Molecular MedicineUniversity of EdinburghEdinburghEH4 2XUUK
| | - Alan Murray
- School of Engineering, Faraday BuildingEdinburghEH9 3JLUK
| | - David Argyle
- The Royal (Dick) School of Veterinary Studies and Roslin InstituteUniversity of EdinburghEdinburghEH25 9RGUK
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14
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Gray M, Turnbull AK, Ward C, Meehan J, Martínez-Pérez C, Bonello M, Pang LY, Langdon SP, Kunkler IH, Murray A, Argyle D. Development and characterisation of acquired radioresistant breast cancer cell lines. Radiat Oncol 2019; 14:64. [PMID: 30987655 PMCID: PMC6466735 DOI: 10.1186/s13014-019-1268-2] [Citation(s) in RCA: 58] [Impact Index Per Article: 11.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2018] [Accepted: 04/02/2019] [Indexed: 12/28/2022] Open
Abstract
BACKGROUND Radiotherapy plays an important role in the multimodal treatment of breast cancer. The response of a breast tumour to radiation depends not only on its innate radiosensitivity but also on tumour repopulation by cells that have developed radioresistance. Development of effective cancer treatments will require further molecular dissection of the processes that contribute to resistance. METHODS Radioresistant cell lines were established by exposing MDA-MB-231, MCF-7 and ZR-751 parental cells to increasing weekly doses of radiation. The development of radioresistance was evaluated through proliferation and colony formation assays. Phenotypic characterisation included migration and invasion assays and immunohistochemistry. Transcriptomic data were also generated for preliminary hypothesis generation involving pathway-focused analyses. RESULTS Proliferation and colony formation assays confirmed radioresistance. Radioresistant cells exhibited enhanced migration and invasion, with evidence of epithelial-to-mesenchymal-transition. Significantly, acquisition of radioresistance in MCF-7 and ZR-751 cell lines resulted in a loss of expression of both ERα and PgR and an increase in EGFR expression; based on transcriptomic data they changed subtype classification from their parental luminal A to HER2-overexpressing (MCF-7 RR) and normal-like (ZR-751 RR) subtypes, indicating the extent of phenotypic changes and cellular plasticity involved in this process. Radioresistant cell lines derived from ER+ cells also showed a shift from ER to EGFR signalling pathways with increased MAPK and PI3K activity. CONCLUSIONS This is the first study to date that extensively describes the development and characterisation of three novel radioresistant breast cancer cell lines through both genetic and phenotypic analysis. More changes were identified between parental cells and their radioresistant derivatives in the ER+ (MCF-7 and ZR-751) compared with the ER- cell line (MDA-MB-231) model; however, multiple and likely interrelated mechanisms were identified that may contribute to the development of acquired resistance to radiotherapy.
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Affiliation(s)
- Mark Gray
- The Royal (Dick) School of Veterinary Studies and Roslin Institute, University of Edinburgh, Edinburgh, Scotland. .,Cancer Research UK Edinburgh Centre and Division of Pathology Laboratories, Institute of Genetics and Molecular Medicine, Western General Hospital, University of Edinburgh, Edinburgh, Scotland.
| | - Arran K Turnbull
- Cancer Research UK Edinburgh Centre and Division of Pathology Laboratories, Institute of Genetics and Molecular Medicine, Western General Hospital, University of Edinburgh, Edinburgh, Scotland.,Breast Cancer Now Edinburgh Research Team, Institute of Genetics and Molecular Medicine, Western General Hospital, University of Edinburgh, Edinburgh, Scotland
| | - Carol Ward
- The Royal (Dick) School of Veterinary Studies and Roslin Institute, University of Edinburgh, Edinburgh, Scotland.,Cancer Research UK Edinburgh Centre and Division of Pathology Laboratories, Institute of Genetics and Molecular Medicine, Western General Hospital, University of Edinburgh, Edinburgh, Scotland
| | - James Meehan
- Cancer Research UK Edinburgh Centre and Division of Pathology Laboratories, Institute of Genetics and Molecular Medicine, Western General Hospital, University of Edinburgh, Edinburgh, Scotland.,Institute of Sensors, Signals and Systems, School of Engineering and Physical Sciences, Heriot-Watt University, Edinburgh, Scotland
| | - Carlos Martínez-Pérez
- Cancer Research UK Edinburgh Centre and Division of Pathology Laboratories, Institute of Genetics and Molecular Medicine, Western General Hospital, University of Edinburgh, Edinburgh, Scotland.,Breast Cancer Now Edinburgh Research Team, Institute of Genetics and Molecular Medicine, Western General Hospital, University of Edinburgh, Edinburgh, Scotland
| | - Maria Bonello
- Cancer Research UK Edinburgh Centre and Division of Pathology Laboratories, Institute of Genetics and Molecular Medicine, Western General Hospital, University of Edinburgh, Edinburgh, Scotland
| | - Lisa Y Pang
- The Royal (Dick) School of Veterinary Studies and Roslin Institute, University of Edinburgh, Edinburgh, Scotland
| | - Simon P Langdon
- Cancer Research UK Edinburgh Centre and Division of Pathology Laboratories, Institute of Genetics and Molecular Medicine, Western General Hospital, University of Edinburgh, Edinburgh, Scotland
| | - Ian H Kunkler
- Cancer Research UK Edinburgh Centre and Division of Pathology Laboratories, Institute of Genetics and Molecular Medicine, Western General Hospital, University of Edinburgh, Edinburgh, Scotland
| | - Alan Murray
- School of Engineering, Faraday Building, The King's Buildings, University of Edinburgh, Edinburgh, Scotland
| | - David Argyle
- The Royal (Dick) School of Veterinary Studies and Roslin Institute, University of Edinburgh, Edinburgh, Scotland
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15
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Ward C, Meehan J, Gray M, Kunkler IH, Langdon SP, Murray A, Argyle D. Preclinical Organotypic Models for the Assessment of Novel Cancer Therapeutics and Treatment. Curr Top Microbiol Immunol 2019. [PMID: 30859401 DOI: 10.1007/82_2019_159] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/18/2023]
Abstract
The immense costs in both financial terms and preclinical research effort that occur in the development of anticancer drugs are unfortunately not matched by a substantial increase in improved clinical therapies due to the high rate of failure during clinical trials. This may be due to issues with toxicity or lack of clinical effectiveness when the drug is evaluated in patients. Currently, much cancer research is driven by the need to develop therapies that can exploit cancer cell adaptations to conditions in the tumor microenvironment such as acidosis and hypoxia, the requirement for more-specific, targeted treatments, or the exploitation of 'precision medicine' that can target known genomic changes in patient DNA. The high attrition rate for novel anticancer therapies suggests that the preclinical methods used in screening anticancer drugs need improvement. This chapter considers the advantages and disadvantages of 3D organotypic models in both cancer research and cancer drug screening, particularly in the areas of targeted drugs and the exploitation of genomic changes that can be used for therapeutic advantage in precision medicine.
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Affiliation(s)
- Carol Ward
- The Royal (Dick) School of Veterinary Studies and Roslin Institute, University of Edinburgh, Easter Bush, Roslin, Midlothian, EH25 9RG, Edinburgh, UK.
- Cancer Research UK Edinburgh Centre and Division of Pathology Laboratories, Institute of Genetics and Molecular Medicine, University of Edinburgh, Crewe Road South, EH4 2XU, Edinburgh, UK.
| | - James Meehan
- Cancer Research UK Edinburgh Centre and Division of Pathology Laboratories, Institute of Genetics and Molecular Medicine, University of Edinburgh, Crewe Road South, EH4 2XU, Edinburgh, UK
- School of Engineering and Physical Sciences, Institute of Sensors, Signals and Systems, Heriot-Watt University, EH14 4AS, Edinburgh, UK
| | - Mark Gray
- The Royal (Dick) School of Veterinary Studies and Roslin Institute, University of Edinburgh, Easter Bush, Roslin, Midlothian, EH25 9RG, Edinburgh, UK
- Cancer Research UK Edinburgh Centre and Division of Pathology Laboratories, Institute of Genetics and Molecular Medicine, University of Edinburgh, Crewe Road South, EH4 2XU, Edinburgh, UK
| | - Ian H Kunkler
- Cancer Research UK Edinburgh Centre and Division of Pathology Laboratories, Institute of Genetics and Molecular Medicine, University of Edinburgh, Crewe Road South, EH4 2XU, Edinburgh, UK
| | - Simon P Langdon
- Cancer Research UK Edinburgh Centre and Division of Pathology Laboratories, Institute of Genetics and Molecular Medicine, University of Edinburgh, Crewe Road South, EH4 2XU, Edinburgh, UK
| | - Alan Murray
- School of Engineering, Faraday Building, The King's Buildings, Mayfield Road, EH9 3JL, Edinburgh, UK
| | - David Argyle
- The Royal (Dick) School of Veterinary Studies and Roslin Institute, University of Edinburgh, Easter Bush, Roslin, Midlothian, EH25 9RG, Edinburgh, UK
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16
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Meehan J, Gray M, Turnbull AK, Martinez-Perez C, Bonello M, Ward C, Langdon SP, McLaughlin S, MacLennan M, Dixon JM, Wills J, Quinn N, Finich AJ, von Kriegsheim A, Cameron D, Kunkler IH, Murray A, Argyle D. Abstract P3-12-24: Tumor-secreted predictive biomarkers of response to radiotherapy in breast cancer. Cancer Res 2019. [DOI: 10.1158/1538-7445.sabcs18-p3-12-24] [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:In breast cancer (BC), radiotherapy (RT) is used adjuvantly to prevent recurrence and also in the palliative setting. Clinical signs of RT response are often not apparent for several weeks post-treatment and we currently lack tools to predict or monitor tumor response to RT early during treatment. The aim was to identify tumor-secreted biomarkers whose release reflects response to RT, which could be monitored during treatment in the blood or intratumorally by an implantable biosensor, currently under development within the Implantable Microsystems for Personalised Anti-Cancer Therapy (IMPACT) program.
Methods: A series of experiments assessed the effect of different radiation doses (2-10Gy) on 3 human BC cell lines – MDA-MB-231 (ER-), MCF-7 (ER+) and HBL-100 (ER-) –, 1 canine breast cancer and 2 sheep lung cancer lines. Culture media was collected from each dose experiment at a range of post-radiation time-points (1-24 hours). Proteins were isolated from collected media for secretome mass spectrometry (MS) analysis. A subset of treatment/time conditions were repeated in the same BC cell lines and radioresistant (RR) derivatives from which RNA was extracted and analysed using Lexogen QuantSeq for whole-genome transcriptomics.In-lab candidate biomarker validation was carried out using immuhistochemistry (IHC), immunofluorescence (IF) and western blotting (WB) using validated antibodies. Levels of candidate biomarkers were also assessed in normal and untreated BC tissues using IHC. ELISA-based methods are currently under investigation for detection of the lead candidate biomarkers in the blood of large animal cancer models treated with RT.
Results: Biomarker discovery using the MS data revealed 4 promising candidates: EIF3G, SEC24C, YBX3 and TK1. These are released from BC and animal cancer cells sensitive to radiation in a dose-dependent manner 24 hours after treatment. Analysis of the transcriptomic data showed an 8-fold higher expression of the genes encoding the 4 candidates in the radio-sensitive parental cell lines compared to the RR cell lines. IF and WB confirmed lower intracellular expression of the 4 proteins in RR cells compared to the parental lines. WB of collected culture media confirmed release of each of the 4 candidates 24 hours after a 2Gy dose of radiation in only the parental lines. GAPDH was not found in these media samples, demonstrating that protein release was not due to cell lysis.
Conclusions:
· We have identified 4 promising biomarkers which are released from cancer cells sensitive to RT and not released from RR derivatives.
· All 4 candidates are released 24 hours after a 2Gy radiation dose, which fits with the current clinical dosing schedule where radiation is administered at 24 hour intervals. Ongoing work will elucidate if these biomarkers can be reliably detected in blood or intratumorally using implantable biosensors.
· There are currently no validated predictive tools to monitor RT response during treatment. If successfully validated, these biomarkers could have a clinical role in personalising RT dosing schedules and durations for solid tumors in the neoadjuvant and palliative setting, thus optimising treatment and preventing the administration of ineffective RT and its associated side effects.
Citation Format: Meehan J, Gray M, Turnbull AK, Martinez-Perez C, Bonello M, Ward C, Langdon SP, McLaughlin S, MacLennan M, Dixon JM, Wills J, Quinn N, Finich AJ, von Kriegsheim A, Cameron D, Kunkler IH, Murray A, Argyle D. Tumor-secreted predictive biomarkers of response to radiotherapy in breast cancer [abstract]. In: Proceedings of the 2018 San Antonio Breast Cancer Symposium; 2018 Dec 4-8; San Antonio, TX. Philadelphia (PA): AACR; Cancer Res 2019;79(4 Suppl):Abstract nr P3-12-24.
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Affiliation(s)
- J Meehan
- Institute of Genetics and Molecular Medicine, University of Edinburgh, Edinburgh, United Kingdom; Institute of Sensors, Signals and Systems, School of Engineering and Physical Sciences, Heriot-Watt University, Edinburgh, United Kingdom; Edinburgh Breast Unit, Western General Hospital, Edinburgh, United Kingdom; School of Engineering, Faraday Building, King's Buildings, University of Edinburgh, Edinburgh, United Kingdom; The Royal (Dick) School of Veterinary Studies and Roslin Institute, University of Edinburgh, Edinburgh, United Kingdom
| | - M Gray
- Institute of Genetics and Molecular Medicine, University of Edinburgh, Edinburgh, United Kingdom; Institute of Sensors, Signals and Systems, School of Engineering and Physical Sciences, Heriot-Watt University, Edinburgh, United Kingdom; Edinburgh Breast Unit, Western General Hospital, Edinburgh, United Kingdom; School of Engineering, Faraday Building, King's Buildings, University of Edinburgh, Edinburgh, United Kingdom; The Royal (Dick) School of Veterinary Studies and Roslin Institute, University of Edinburgh, Edinburgh, United Kingdom
| | - AK Turnbull
- Institute of Genetics and Molecular Medicine, University of Edinburgh, Edinburgh, United Kingdom; Institute of Sensors, Signals and Systems, School of Engineering and Physical Sciences, Heriot-Watt University, Edinburgh, United Kingdom; Edinburgh Breast Unit, Western General Hospital, Edinburgh, United Kingdom; School of Engineering, Faraday Building, King's Buildings, University of Edinburgh, Edinburgh, United Kingdom; The Royal (Dick) School of Veterinary Studies and Roslin Institute, University of Edinburgh, Edinburgh, United Kingdom
| | - C Martinez-Perez
- Institute of Genetics and Molecular Medicine, University of Edinburgh, Edinburgh, United Kingdom; Institute of Sensors, Signals and Systems, School of Engineering and Physical Sciences, Heriot-Watt University, Edinburgh, United Kingdom; Edinburgh Breast Unit, Western General Hospital, Edinburgh, United Kingdom; School of Engineering, Faraday Building, King's Buildings, University of Edinburgh, Edinburgh, United Kingdom; The Royal (Dick) School of Veterinary Studies and Roslin Institute, University of Edinburgh, Edinburgh, United Kingdom
| | - M Bonello
- Institute of Genetics and Molecular Medicine, University of Edinburgh, Edinburgh, United Kingdom; Institute of Sensors, Signals and Systems, School of Engineering and Physical Sciences, Heriot-Watt University, Edinburgh, United Kingdom; Edinburgh Breast Unit, Western General Hospital, Edinburgh, United Kingdom; School of Engineering, Faraday Building, King's Buildings, University of Edinburgh, Edinburgh, United Kingdom; The Royal (Dick) School of Veterinary Studies and Roslin Institute, University of Edinburgh, Edinburgh, United Kingdom
| | - C Ward
- Institute of Genetics and Molecular Medicine, University of Edinburgh, Edinburgh, United Kingdom; Institute of Sensors, Signals and Systems, School of Engineering and Physical Sciences, Heriot-Watt University, Edinburgh, United Kingdom; Edinburgh Breast Unit, Western General Hospital, Edinburgh, United Kingdom; School of Engineering, Faraday Building, King's Buildings, University of Edinburgh, Edinburgh, United Kingdom; The Royal (Dick) School of Veterinary Studies and Roslin Institute, University of Edinburgh, Edinburgh, United Kingdom
| | - SP Langdon
- Institute of Genetics and Molecular Medicine, University of Edinburgh, Edinburgh, United Kingdom; Institute of Sensors, Signals and Systems, School of Engineering and Physical Sciences, Heriot-Watt University, Edinburgh, United Kingdom; Edinburgh Breast Unit, Western General Hospital, Edinburgh, United Kingdom; School of Engineering, Faraday Building, King's Buildings, University of Edinburgh, Edinburgh, United Kingdom; The Royal (Dick) School of Veterinary Studies and Roslin Institute, University of Edinburgh, Edinburgh, United Kingdom
| | - S McLaughlin
- Institute of Genetics and Molecular Medicine, University of Edinburgh, Edinburgh, United Kingdom; Institute of Sensors, Signals and Systems, School of Engineering and Physical Sciences, Heriot-Watt University, Edinburgh, United Kingdom; Edinburgh Breast Unit, Western General Hospital, Edinburgh, United Kingdom; School of Engineering, Faraday Building, King's Buildings, University of Edinburgh, Edinburgh, United Kingdom; The Royal (Dick) School of Veterinary Studies and Roslin Institute, University of Edinburgh, Edinburgh, United Kingdom
| | - M MacLennan
- Institute of Genetics and Molecular Medicine, University of Edinburgh, Edinburgh, United Kingdom; Institute of Sensors, Signals and Systems, School of Engineering and Physical Sciences, Heriot-Watt University, Edinburgh, United Kingdom; Edinburgh Breast Unit, Western General Hospital, Edinburgh, United Kingdom; School of Engineering, Faraday Building, King's Buildings, University of Edinburgh, Edinburgh, United Kingdom; The Royal (Dick) School of Veterinary Studies and Roslin Institute, University of Edinburgh, Edinburgh, United Kingdom
| | - JM Dixon
- Institute of Genetics and Molecular Medicine, University of Edinburgh, Edinburgh, United Kingdom; Institute of Sensors, Signals and Systems, School of Engineering and Physical Sciences, Heriot-Watt University, Edinburgh, United Kingdom; Edinburgh Breast Unit, Western General Hospital, Edinburgh, United Kingdom; School of Engineering, Faraday Building, King's Buildings, University of Edinburgh, Edinburgh, United Kingdom; The Royal (Dick) School of Veterinary Studies and Roslin Institute, University of Edinburgh, Edinburgh, United Kingdom
| | - J Wills
- Institute of Genetics and Molecular Medicine, University of Edinburgh, Edinburgh, United Kingdom; Institute of Sensors, Signals and Systems, School of Engineering and Physical Sciences, Heriot-Watt University, Edinburgh, United Kingdom; Edinburgh Breast Unit, Western General Hospital, Edinburgh, United Kingdom; School of Engineering, Faraday Building, King's Buildings, University of Edinburgh, Edinburgh, United Kingdom; The Royal (Dick) School of Veterinary Studies and Roslin Institute, University of Edinburgh, Edinburgh, United Kingdom
| | - N Quinn
- Institute of Genetics and Molecular Medicine, University of Edinburgh, Edinburgh, United Kingdom; Institute of Sensors, Signals and Systems, School of Engineering and Physical Sciences, Heriot-Watt University, Edinburgh, United Kingdom; Edinburgh Breast Unit, Western General Hospital, Edinburgh, United Kingdom; School of Engineering, Faraday Building, King's Buildings, University of Edinburgh, Edinburgh, United Kingdom; The Royal (Dick) School of Veterinary Studies and Roslin Institute, University of Edinburgh, Edinburgh, United Kingdom
| | - AJ Finich
- Institute of Genetics and Molecular Medicine, University of Edinburgh, Edinburgh, United Kingdom; Institute of Sensors, Signals and Systems, School of Engineering and Physical Sciences, Heriot-Watt University, Edinburgh, United Kingdom; Edinburgh Breast Unit, Western General Hospital, Edinburgh, United Kingdom; School of Engineering, Faraday Building, King's Buildings, University of Edinburgh, Edinburgh, United Kingdom; The Royal (Dick) School of Veterinary Studies and Roslin Institute, University of Edinburgh, Edinburgh, United Kingdom
| | - A von Kriegsheim
- Institute of Genetics and Molecular Medicine, University of Edinburgh, Edinburgh, United Kingdom; Institute of Sensors, Signals and Systems, School of Engineering and Physical Sciences, Heriot-Watt University, Edinburgh, United Kingdom; Edinburgh Breast Unit, Western General Hospital, Edinburgh, United Kingdom; School of Engineering, Faraday Building, King's Buildings, University of Edinburgh, Edinburgh, United Kingdom; The Royal (Dick) School of Veterinary Studies and Roslin Institute, University of Edinburgh, Edinburgh, United Kingdom
| | - D Cameron
- Institute of Genetics and Molecular Medicine, University of Edinburgh, Edinburgh, United Kingdom; Institute of Sensors, Signals and Systems, School of Engineering and Physical Sciences, Heriot-Watt University, Edinburgh, United Kingdom; Edinburgh Breast Unit, Western General Hospital, Edinburgh, United Kingdom; School of Engineering, Faraday Building, King's Buildings, University of Edinburgh, Edinburgh, United Kingdom; The Royal (Dick) School of Veterinary Studies and Roslin Institute, University of Edinburgh, Edinburgh, United Kingdom
| | - IH Kunkler
- Institute of Genetics and Molecular Medicine, University of Edinburgh, Edinburgh, United Kingdom; Institute of Sensors, Signals and Systems, School of Engineering and Physical Sciences, Heriot-Watt University, Edinburgh, United Kingdom; Edinburgh Breast Unit, Western General Hospital, Edinburgh, United Kingdom; School of Engineering, Faraday Building, King's Buildings, University of Edinburgh, Edinburgh, United Kingdom; The Royal (Dick) School of Veterinary Studies and Roslin Institute, University of Edinburgh, Edinburgh, United Kingdom
| | - A Murray
- Institute of Genetics and Molecular Medicine, University of Edinburgh, Edinburgh, United Kingdom; Institute of Sensors, Signals and Systems, School of Engineering and Physical Sciences, Heriot-Watt University, Edinburgh, United Kingdom; Edinburgh Breast Unit, Western General Hospital, Edinburgh, United Kingdom; School of Engineering, Faraday Building, King's Buildings, University of Edinburgh, Edinburgh, United Kingdom; The Royal (Dick) School of Veterinary Studies and Roslin Institute, University of Edinburgh, Edinburgh, United Kingdom
| | - D Argyle
- Institute of Genetics and Molecular Medicine, University of Edinburgh, Edinburgh, United Kingdom; Institute of Sensors, Signals and Systems, School of Engineering and Physical Sciences, Heriot-Watt University, Edinburgh, United Kingdom; Edinburgh Breast Unit, Western General Hospital, Edinburgh, United Kingdom; School of Engineering, Faraday Building, King's Buildings, University of Edinburgh, Edinburgh, United Kingdom; The Royal (Dick) School of Veterinary Studies and Roslin Institute, University of Edinburgh, Edinburgh, United Kingdom
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17
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Jarman EJ, Ward C, Turnbull AK, Martinez-Perez C, Meehan J, Xintaropoulou C, Sims AH, Langdon SP. HER2 regulates HIF-2α and drives an increased hypoxic response in breast cancer. Breast Cancer Res 2019; 21:10. [PMID: 30670058 PMCID: PMC6343358 DOI: 10.1186/s13058-019-1097-0] [Citation(s) in RCA: 43] [Impact Index Per Article: 8.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2018] [Accepted: 01/04/2019] [Indexed: 12/21/2022] Open
Abstract
Background Tumour hypoxia is a driver of breast cancer progression associated with worse prognosis and more aggressive disease. The cellular response to hypoxia is mediated by the hypoxia-inducible transcription factors HIF-1 and HIF-2, whose transcriptional activity is canonically regulated through their oxygen-labile HIF-α subunits. These are constitutively degraded in the presence of oxygen; however, HIF-1α can be stabilised, even at high oxygen concentrations, through the activation of HER receptor signalling. Despite this, there is still limited understanding on how HER receptor signalling interacts with HIF activity to contribute to breast cancer progression in the context of tumour hypoxia. Methods 2D and 3D cell line models were used alongside microarray gene expression analysis and meta-analysis of publicly available gene expression datasets to assess the impact of HER2 overexpression on HIF-1α/HIF-2α regulation and to compare the global transcriptomic response to acute and chronic hypoxia in an isogenic cell line model of HER2 overexpression. Results HER2 overexpression in MCF7 cells leads to an increase in HIF-2α but not HIF-1α expression in normoxia and an increased upregulation of HIF-2α in hypoxia. Global gene expression analysis showed that HER2 overexpression in these cells promotes an exaggerated transcriptional response to both short-term and long-term hypoxia, with increased expression of numerous hypoxia response genes. HIF-2α expression is frequently higher in HER2-overexpressing tumours and is associated with worse disease-specific survival in HER2-positive breast cancer patients. HER2-overexpressing cell lines demonstrate an increased sensitivity to targeted HIF-2α inhibition through either siRNA or the use of a small molecule inhibitor of HIF-2α translation. Conclusions This study suggests an important interplay between HER2 expression and HIF-2α in breast cancer and highlights the potential for HER2 to drive the expression of numerous hypoxia response genes in normoxia and hypoxia. Overall, these findings show the importance of understanding the regulation of HIF activity in a variety of breast cancer subtypes and points to the potential of targeting HIF-2α as a therapy for HER2-positive breast cancer. Electronic supplementary material The online version of this article (10.1186/s13058-019-1097-0) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Edward J Jarman
- Cancer Research UK Edinburgh Centre and Division of Pathology Laboratory, Institute of Genetics and Molecular Medicine, University of Edinburgh, Edinburgh, EH4 2XU, UK. .,Institute of Genetics and Molecular Medicine, University of Edinburgh, Western General Hospital, Crewe Road South, Edinburgh, EH4 2XU, UK.
| | - Carol Ward
- Cancer Research UK Edinburgh Centre and Division of Pathology Laboratory, Institute of Genetics and Molecular Medicine, University of Edinburgh, Edinburgh, EH4 2XU, UK
| | - Arran K Turnbull
- Cancer Research UK Edinburgh Centre and Division of Pathology Laboratory, Institute of Genetics and Molecular Medicine, University of Edinburgh, Edinburgh, EH4 2XU, UK
| | - Carlos Martinez-Perez
- Cancer Research UK Edinburgh Centre and Division of Pathology Laboratory, Institute of Genetics and Molecular Medicine, University of Edinburgh, Edinburgh, EH4 2XU, UK
| | - James Meehan
- Cancer Research UK Edinburgh Centre and Division of Pathology Laboratory, Institute of Genetics and Molecular Medicine, University of Edinburgh, Edinburgh, EH4 2XU, UK
| | - Chrysi Xintaropoulou
- Cancer Research UK Edinburgh Centre and Division of Pathology Laboratory, Institute of Genetics and Molecular Medicine, University of Edinburgh, Edinburgh, EH4 2XU, UK
| | - Andrew H Sims
- Applied Bioinformatics of Cancer, University of Edinburgh Cancer Research Centre, MRC Institute of Genetics and Molecular Medicine, Edinburgh, EH4 2XR, UK
| | - Simon P Langdon
- Cancer Research UK Edinburgh Centre and Division of Pathology Laboratory, Institute of Genetics and Molecular Medicine, University of Edinburgh, Edinburgh, EH4 2XU, UK
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18
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Paramasivan P, Kankia IH, Langdon SP, Deeni YY. Emerging role of nuclear factor erythroid 2-related factor 2 in the mechanism of action and resistance to anticancer therapies. Cancer Drug Resist 2019; 2:490-515. [PMID: 35582567 PMCID: PMC8992506 DOI: 10.20517/cdr.2019.57] [Citation(s) in RCA: 3] [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] [Subscribe] [Scholar Register] [Received: 07/08/2019] [Revised: 08/12/2019] [Accepted: 08/26/2019] [Indexed: 04/28/2023]
Abstract
Nuclear factor E2-related factor 2 (NRF2), a transcription factor, is a master regulator of an array of genes related to oxidative and electrophilic stress that promote and maintain redox homeostasis. NRF2 function is well studied in in vitro, animal and general physiology models. However, emerging data has uncovered novel functionality of this transcription factor in human diseases such as cancer, autism, anxiety disorders and diabetes. A key finding in these emerging roles has been its constitutive upregulation in multiple cancers promoting pro-survival phenotypes. The survivability pathways in these studies were mostly explained by classical NRF2 activation involving KEAP-1 relief and transcriptional induction of reactive oxygen species (ROS) neutralizing and cytoprotective drug-metabolizing enzymes (phase I, II, III and 0). Further, NRF2 status and activation is associated with lowered cancer therapeutic efficacy and the eventual emergence of therapeutic resistance. Interestingly, we and others have provided further evidence of direct NRF2 regulation of anticancer drug targets like receptor tyrosine kinases and DNA damage and repair proteins and kinases with implications for therapy outcome. This novel finding demonstrates a renewed role of NRF2 as a key modulatory factor informing anticancer therapeutic outcomes, which extends beyond its described classical role as a ROS regulator. This review will provide a knowledge base for these emerging roles of NRF2 in anticancer therapies involving feedback and feed forward models and will consolidate and present such findings in a systematic manner. This places NRF2 as a key determinant of action, effectiveness and resistance to anticancer therapy.
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Affiliation(s)
- Poornima Paramasivan
- Division of Science, School of Applied Sciences, Abertay University, Dundee DD1 1HG, United Kingdom
| | - Ibrahim H. Kankia
- Division of Science, School of Applied Sciences, Abertay University, Dundee DD1 1HG, United Kingdom
- Department of Biochemistry, Faculty of Natural and Applied Sciences, Umaru Musa Yar’adua University, Katsina PMB 2218, Nigeria
| | - Simon P. Langdon
- Cancer Research UK Edinburgh Centre and Edinburgh Pathology, Institute of Genetics and Molecular Medicine, University of Edinburgh, Crewe Road South, Edinburgh EH4 2XU, United Kingdom
| | - Yusuf Y. Deeni
- Division of Science, School of Applied Sciences, Abertay University, Dundee DD1 1HG, United Kingdom
- Correspondence Address: Prof. Yusuf Y Deeni, Division of Science, School of Applied Sciences, Abertay University, Dundee DD1 1HG, United Kingdom. E-mail:
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19
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Xintaropoulou C, Ward C, Wise A, Queckborner S, Turnbull A, Michie CO, Williams ARW, Rye T, Gourley C, Langdon SP. Expression of glycolytic enzymes in ovarian cancers and evaluation of the glycolytic pathway as a strategy for ovarian cancer treatment. BMC Cancer 2018; 18:636. [PMID: 29866066 PMCID: PMC5987622 DOI: 10.1186/s12885-018-4521-4] [Citation(s) in RCA: 54] [Impact Index Per Article: 9.0] [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: 11/10/2017] [Accepted: 05/18/2018] [Indexed: 02/07/2023] Open
Abstract
BACKGROUND Novel therapeutic approaches are required to treat ovarian cancer and dependency on glycolysis may provide new targets for treatment. This study sought to investigate the variation of expression of molecular components (GLUT1, HKII, PKM2, LDHA) of the glycolytic pathway in ovarian cancers and the effectiveness of targeting this pathway in ovarian cancer cell lines with inhibitors. METHODS Expression of GLUT1, HKII, PKM2, LDHA were analysed by quantitative immunofluorescence in a tissue microarray (TMA) analysis of 380 ovarian cancers and associations with clinicopathological features were sought. The effect of glycolysis pathway inhibitors on the growth of a panel of ovarian cancer cell lines was assessed by use of the SRB proliferation assay. Combination studies were undertaken combining these inhibitors with cytotoxic agents. RESULTS Mean expression levels of GLUT1 and HKII were higher in high grade serous ovarian cancer (HGSOC), the most frequently occurring subtype, than in non-HGSOC. GLUT1 expression was also significantly higher in advanced stage (III/IV) ovarian cancer than early stage (I/II) disease. Growth dependency of ovarian cancer cells on glucose was demonstrated in a panel of ovarian cancer cell lines. Inhibitors of the glycolytic pathway (STF31, IOM-1190, 3PO and oxamic acid) attenuated cell proliferation in platinum-sensitive and platinum-resistant HGSOC cell line models in a concentration dependent manner. In combination with either cisplatin or paclitaxel, 3PO (a novel PFKFB3 inhibitor) enhanced the cytotoxic effect in both platinum sensitive and platinum resistant ovarian cancer cells. Furthermore, synergy was identified between STF31 (a novel GLUT1 inhibitor) or oxamic acid (an LDH inhibitor) when combined with metformin, an inhibitor of oxidative phosphorylation, resulting in marked inhibition of ovarian cancer cell growth. CONCLUSIONS The findings of this study provide further support for targeting the glycolytic pathway in ovarian cancer and several useful combinations were identified.
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Affiliation(s)
- Chrysi Xintaropoulou
- Cancer Research UK Edinburgh Centre and Division of Pathology Laboratory, Institute of Genetics and Molecular Medicine, University of Edinburgh, Edinburgh, EH4 2XU UK
| | - Carol Ward
- Cancer Research UK Edinburgh Centre and Division of Pathology Laboratory, Institute of Genetics and Molecular Medicine, University of Edinburgh, Edinburgh, EH4 2XU UK
- The Royal (Dick) School of Veterinary Studies and Roslin Institute, Easter Bush, Roslin, Midlothian, EH25 9RG UK
| | - Alan Wise
- IOmet Pharma (a wholly owned subsidiary of Merck & Co., Inc., Kenilworth, NJ USA, known as MSD outside the United States and Canada) Nine Edinburgh Bioquarter, Little France Road, Edinburgh, EH16 4UX UK
| | - Suzanna Queckborner
- Cancer Research UK Edinburgh Centre and Division of Pathology Laboratory, Institute of Genetics and Molecular Medicine, University of Edinburgh, Edinburgh, EH4 2XU UK
| | - Arran Turnbull
- Cancer Research UK Edinburgh Centre and Division of Pathology Laboratory, Institute of Genetics and Molecular Medicine, University of Edinburgh, Edinburgh, EH4 2XU UK
| | - Caroline O. Michie
- Cancer Research UK Edinburgh Centre, Institute of Genetics and Molecular Medicine, University of Edinburgh, Edinburgh, EH4 2XU UK
| | - Alistair R. W. Williams
- Division of Pathology, University of Edinburgh Medical School, 51 Little France Crescent, Edinburgh, EH16 4SA UK
| | - Tzyvia Rye
- Cancer Research UK Edinburgh Centre, Institute of Genetics and Molecular Medicine, University of Edinburgh, Edinburgh, EH4 2XU UK
| | - Charlie Gourley
- Cancer Research UK Edinburgh Centre, Institute of Genetics and Molecular Medicine, University of Edinburgh, Edinburgh, EH4 2XU UK
| | - Simon P. Langdon
- Cancer Research UK Edinburgh Centre and Division of Pathology Laboratory, Institute of Genetics and Molecular Medicine, University of Edinburgh, Edinburgh, EH4 2XU UK
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20
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Khalil HS, Langdon SP, Goltsov A, Soininen T, Harrison DJ, Bown J, Deeni YY. A novel mechanism of action of HER2 targeted immunotherapy is explained by inhibition of NRF2 function in ovarian cancer cells. Oncotarget 2018; 7:75874-75901. [PMID: 27713148 PMCID: PMC5342785 DOI: 10.18632/oncotarget.12425] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2016] [Accepted: 09/21/2016] [Indexed: 12/16/2022] Open
Abstract
Nuclear erythroid related factor-2 (NRF2) is known to promote cancer therapeutic detoxification and crosstalk with growth promoting pathways. HER2 receptor tyrosine kinase is frequently overexpressed in cancers leading to uncontrolled receptor activation and signaling. A combination of HER2 targeting monoclonal antibodies shows greater anticancer efficacy than the single targeting antibodies, however, its mechanism of action is largely unclear. Here we report novel actions of anti-HER2 drugs, Trastuzumab and Pertuzumab, involving NRF2. HER2 targeting by antibodies inhibited growth in association with persistent generation of reactive oxygen species (ROS), glutathione (GSH) depletion, reduction in NRF2 levels and inhibition of NRF2 function in ovarian cancer cell lines. The combination of antibodies produced more potent effects than single antibody alone; downregulated NRF2 substrates by repressing the Antioxidant Response (AR) pathway with concomitant transcriptional inhibition of NRF2. We showed the antibody combination produced increased methylation at the NRF2 promoter consistent with repression of NRF2 antioxidant function, as HDAC and methylation inhibitors reversed such produced transcriptional effects. These findings demonstrate a novel mechanism and role for NRF2 in mediating the response of cancer cells to the combination of Trastuzumab and Pertuzumab and reinforce the importance of NRF2 in drug resistance and as a key anticancer target.
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Affiliation(s)
- Hilal S Khalil
- Division of Science, School of Science, Engineering and Technology, Abertay University, Dundee, DD1 1HG, United Kingdom
| | - Simon P Langdon
- Division of Pathology, Institute of Genetics and Molecular Medicine, University of Edinburgh, Western General Hospital, Edinburgh, EH4 2XU, United Kingdom
| | - Alexey Goltsov
- Division of Science, School of Science, Engineering and Technology, Abertay University, Dundee, DD1 1HG, United Kingdom
| | - Tero Soininen
- Division of Science, School of Science, Engineering and Technology, Abertay University, Dundee, DD1 1HG, United Kingdom
| | - David J Harrison
- School of Medicine, University of St Andrews, St Andrews, KY16 9TF, United Kingdom
| | - James Bown
- Division of Computing and Mathematics, School of Arts, Media, and Computer Games, Abertay University, Dundee, DD1 1HG, United Kingdom
| | - Yusuf Y Deeni
- Division of Science, School of Science, Engineering and Technology, Abertay University, Dundee, DD1 1HG, United Kingdom
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21
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Turnbull AK, Fernando A, Martinez-Perez C, Finch AJ, von Kriegsheim A, Wills J, Quinn N, Selli C, Mosley D, Langdon SP, Sims AH, Dixon JM. Abstract P4-08-02: Understanding the mechanisms of action underlying the role of IL6ST, a key biomarker for prediction of response to endocrine therapy. Cancer Res 2018. [DOI: 10.1158/1538-7445.sabcs17-p4-08-02] [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: IL6ST is regarded as a putative ER target gene. Recently it has been recognised as a key biomarker for prediction of response to endocrine therapy (ET), having been included as the primary biomarker in our EA2Clin test and as an ER-signalling gene in the EndoPredict test. In both tests higher IL6ST expression is associated with a better response to ET and better prognosis. Despite its importance as a biomarker, little is known about its functional role in breast cancer (BC).
Methods: Pre- and on-treatment (at 14-days and at surgery) samples were collected from 102 post-menopausal women with ER+ BC, treated with 3-6 months of neoadjuvant ET. RNA was extracted for whole-genome expression analysis. From a subset with available fresh frozen tissue (28 patients, 83 samples) protein was extracted and proteome analysis using mass spectrometry is currently underway – results available for SABCS 2017. Immunohistochemistry was performed on FFPE tissue microarrays (TMAs) comprising pre-treatment samples from 102 patients. Cytoplasmic/membrane staining was scored using a graduated scale (0-3+) and nuclear staining was graded using an Immunoscore.
Results: IL6ST exists in membrane-bound and soluble forms of varying size. The full-length membrane bound molecule comprises 8 domains: 6 extracellular, 1 transmembrane and 1 cytoplasmic. In the EA2Clin test, pre-treatment BC tissues are stained for IL6ST with an antibody specific for a region spanning the transmembrane and cytoplasmic domains. TMAs were stained for IL6ST with both this and a second antibody binding the extracellular part, detecting both full-length and most soluble isoforms. Levels of both were correlated (R=0.82, P<0.0001).
IL6ST is known to mediate the action of cytokines including IL6, OSM and LIF via downstream regulation of pathways such as JAK/STAT. TMAs were stained for antibodies against IL6ST, OSM, IL6, total STAT3, pSTAT3 (Tyr705) and pSTAT3 (Ser727). IL6ST was scored as low (0/1+) or high (2+/3+). There was a positive association between levels of IL6ST and IL6 (P=0.02) and total STAT3 (P=0.003). There was no association between IL6ST and OSM or either pSTAT3.
Supervised gene expression analysis comparing pre-treatment samples with high and low IL6ST levels revealed increased levels of STAT3-regulated genes: cell cycle (CEBPD, CDKN1B), apoptosis (NFIL3, ATF3, BCL2), extracellular matrix remodelling (ADM, SEPRINE1-3) and interferon signalling (IFIT1, IFI44, IFI27). Unsupervised gene enrichment analysis revealed increased expression of genes involved with JAK/STAT, PI3K, mTOR and ERBB1 signalling in tumours expressing higher IL6ST levels. Lower levels were associated with increased energy generation, cellular metabolism and epithelial-mesenchymal transition.
Conclusions:
• This is the first matched whole-genome and mass spectrometry proteome analysis of sequential ET-treated BC patients
• IL6ST predicts response to ET – it is used in2 independent assays
• Levels of full-length IL6ST appear to be the most important for ET response prediction
• IL6ST may have an active role in BC cells, mediating signalling of cytokines such as IL6 through the JAK/STAT pathway and subsequent downstream transcriptional regulation.
Citation Format: Turnbull AK, Fernando A, Martinez-Perez C, Finch AJ, von Kriegsheim A, Wills J, Quinn N, Selli C, Mosley D, Langdon SP, Sims AH, Dixon JM. Understanding the mechanisms of action underlying the role of IL6ST, a key biomarker for prediction of response to endocrine therapy [abstract]. In: Proceedings of the 2017 San Antonio Breast Cancer Symposium; 2017 Dec 5-9; San Antonio, TX. Philadelphia (PA): AACR; Cancer Res 2018;78(4 Suppl):Abstract nr P4-08-02.
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Affiliation(s)
- AK Turnbull
- Institute of Genetics and Molecular Medicine, University of Edinburgh, Edinburgh, United Kingdom; Edinburgh Breast Unit, Western General Hospital, Edinburgh, United Kingdom
| | - A Fernando
- Institute of Genetics and Molecular Medicine, University of Edinburgh, Edinburgh, United Kingdom; Edinburgh Breast Unit, Western General Hospital, Edinburgh, United Kingdom
| | - C Martinez-Perez
- Institute of Genetics and Molecular Medicine, University of Edinburgh, Edinburgh, United Kingdom; Edinburgh Breast Unit, Western General Hospital, Edinburgh, United Kingdom
| | - AJ Finch
- Institute of Genetics and Molecular Medicine, University of Edinburgh, Edinburgh, United Kingdom; Edinburgh Breast Unit, Western General Hospital, Edinburgh, United Kingdom
| | - A von Kriegsheim
- Institute of Genetics and Molecular Medicine, University of Edinburgh, Edinburgh, United Kingdom; Edinburgh Breast Unit, Western General Hospital, Edinburgh, United Kingdom
| | - J Wills
- Institute of Genetics and Molecular Medicine, University of Edinburgh, Edinburgh, United Kingdom; Edinburgh Breast Unit, Western General Hospital, Edinburgh, United Kingdom
| | - N Quinn
- Institute of Genetics and Molecular Medicine, University of Edinburgh, Edinburgh, United Kingdom; Edinburgh Breast Unit, Western General Hospital, Edinburgh, United Kingdom
| | - C Selli
- Institute of Genetics and Molecular Medicine, University of Edinburgh, Edinburgh, United Kingdom; Edinburgh Breast Unit, Western General Hospital, Edinburgh, United Kingdom
| | - D Mosley
- Institute of Genetics and Molecular Medicine, University of Edinburgh, Edinburgh, United Kingdom; Edinburgh Breast Unit, Western General Hospital, Edinburgh, United Kingdom
| | - SP Langdon
- Institute of Genetics and Molecular Medicine, University of Edinburgh, Edinburgh, United Kingdom; Edinburgh Breast Unit, Western General Hospital, Edinburgh, United Kingdom
| | - AH Sims
- Institute of Genetics and Molecular Medicine, University of Edinburgh, Edinburgh, United Kingdom; Edinburgh Breast Unit, Western General Hospital, Edinburgh, United Kingdom
| | - JM Dixon
- Institute of Genetics and Molecular Medicine, University of Edinburgh, Edinburgh, United Kingdom; Edinburgh Breast Unit, Western General Hospital, Edinburgh, United Kingdom
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22
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Goltsov A, Tashkandi G, Langdon SP, Harrison DJ, Bown JL. Kinetic modelling of in vitro data of PI3K, mTOR1, PTEN enzymes and on-target inhibitors Rapamycin, BEZ235, and LY294002. Eur J Pharm Sci 2017; 97:170-181. [PMID: 27832967 DOI: 10.1016/j.ejps.2016.11.008] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2016] [Revised: 10/28/2016] [Accepted: 11/06/2016] [Indexed: 10/20/2022]
Abstract
The phosphatidylinositide 3-kinases (PI3K) and mammalian target of rapamycin-1 (mTOR1) are two key targets for anti-cancer therapy. Predicting the response of the PI3K/AKT/mTOR1 signalling pathway to targeted therapy is made difficult because of network complexities. Systems biology models can help explore those complexities but the value of such models is dependent on accurate parameterisation. Motivated by a need to increase accuracy in kinetic parameter estimation, and therefore the predictive power of the model, we present a framework to integrate kinetic data from enzyme assays into a unified enzyme kinetic model. We present exemplar kinetic models of PI3K and mTOR1, calibrated on in vitro enzyme data and founded on Michaelis-Menten (MM) approximation. We describe the effects of an allosteric mTOR1 inhibitor (Rapamycin) and ATP-competitive inhibitors (BEZ235 and LY294002) that show dual inhibition of mTOR1 and PI3K. We also model the kinetics of phosphatase and tensin homolog (PTEN), which modulates sensitivity of the PI3K/AKT/mTOR1 pathway to these drugs. Model validation with independent data sets allows investigation of enzyme function and drug dose dependencies in a wide range of experimental conditions. Modelling of the mTOR1 kinetics showed that Rapamycin has an IC50 independent of ATP concentration and that it is a selective inhibitor of mTOR1 substrates S6K1 and 4EBP1: it retains 40% of mTOR1 activity relative to 4EBP1 phosphorylation and inhibits completely S6K1 activity. For the dual ATP-competitive inhibitors of mTOR1 and PI3K, LY294002 and BEZ235, we derived the dependence of the IC50 on ATP concentration that allows prediction of the IC50 at different ATP concentrations in enzyme and cellular assays. Comparison of drug effectiveness in enzyme and cellular assays showed that some features of these drugs arise from signalling modulation beyond the on-target action and MM approximation and require a systems-level consideration of the whole PI3K/PTEN/AKT/mTOR1 network in order to understand mechanisms of drug sensitivity and resistance in different cancer cell lines. We suggest that using these models in a systems biology investigation of the PI3K/AKT/mTOR1 signalling in cancer cells can bridge the gap between direct drug target action and the therapeutic response to these drugs and their combinations.
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Affiliation(s)
- Alexey Goltsov
- School of Science, Engineering and Technology, University of Abertay, Dundee, UK.
| | - Ghassan Tashkandi
- Division of Pathology, Institute of Genetics and Molecular Medicine, University of Edinburgh, Edinburgh, UK.
| | - Simon P Langdon
- Division of Pathology, Institute of Genetics and Molecular Medicine, University of Edinburgh, Edinburgh, UK.
| | | | - James L Bown
- School of Science, Engineering and Technology, University of Abertay, Dundee, UK; School of Arts, Media and Computer Games, University of Abertay, Dundee, UK.
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Affiliation(s)
- Simon P Langdon
- Division of Pathology, Institute of Genetics and Molecular Medicine, University of Edinburgh, Western General Hospital, Edinburgh, UK
| | - Charlie Gourley
- University of Edinburgh Cancer Research UK Centre, Institute of Genetics and Molecular Medicine, Western General Hospital, Edinburgh, UK
| | - Hani Gabra
- Department of Surgery and Cancer, Ovarian Cancer Action Research Centre, Imperial College London, London, UK
| | - Barbara Stanley
- University of Edinburgh Cancer Research UK Centre, Institute of Genetics and Molecular Medicine, Western General Hospital, Edinburgh, UK
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24
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Huang R, Langdon SP, Tse M, Mullen P, Um IH, Faratian D, Harrison DJ. The role of HDAC2 in chromatin remodelling and response to chemotherapy in ovarian cancer. Oncotarget 2016; 7:4695-711. [PMID: 26683361 PMCID: PMC4826236 DOI: 10.18632/oncotarget.6618] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2015] [Accepted: 11/26/2015] [Indexed: 12/29/2022] Open
Abstract
Chromatin undergoes structural changes in response to extracellular and environmental signals. We observed changes in nuclear morphology in cancer tissue biopsied after chemotherapy and hypothesised that these DNA damage-induced changes are mediated by histone deacetylases (HDACs). Nuclear morphological changes in cell lines (PE01 and PE04 models) and a xenograft model (OV1002) were measured in response to platinum chemotherapy by image analysis of nuclear texture. HDAC2 expression increased in PEO1 cells treated with cisplatin at 24h, which was accompanied by increased expression of heterochromatin protein 1 (HP1). HDAC2 and HP1 expression were also increased after carboplatin treatment in the OV1002 carboplatin-sensitive xenograft model but not in the insensitive HOX424 model. Expression of DNA damage response pathways (pBRCA1, γH2AX, pATM, pATR) showed time-dependent changes after cisplatin treatment. HDAC2 knockdown by siRNA reduced HP1 expression, induced DNA double strand breaks (DSB) measured by γH2AX, and interfered with the activation of DNA damage response induced by cisplatin. Furthermore, HDAC2 depletion affected γH2AX foci formation, cell cycle distribution, and apoptosis triggered by cisplatin, and was additive to the inhibitory effect of cisplatin in cell lines. By inhibiting expression of HDAC2, reversible alterations in chromatin patterns during cisplatin treatment were observed. These results demonstrate quantifiable alterations in nuclear morphology after chemotherapy, and implicate HDAC2 in higher order chromatin changes and cellular DNA damage responses in ovarian cancer cells in vitro and in vivo.
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Affiliation(s)
- Rui Huang
- Division of Pathology, Institute of Genetics and Molecular Medicine, University of Edinburgh, Edinburgh EH4 2XU, UK
| | - Simon P Langdon
- Division of Pathology, Institute of Genetics and Molecular Medicine, University of Edinburgh, Edinburgh EH4 2XU, UK
| | - Matthew Tse
- Division of Pathology, Institute of Genetics and Molecular Medicine, University of Edinburgh, Edinburgh EH4 2XU, UK
| | - Peter Mullen
- School of Medicine, University of St Andrews, St Andrews, Fife KY16 9TF, UK
| | - In Hwa Um
- School of Medicine, University of St Andrews, St Andrews, Fife KY16 9TF, UK
| | - Dana Faratian
- Division of Pathology, Institute of Genetics and Molecular Medicine, University of Edinburgh, Edinburgh EH4 2XU, UK
| | - David J Harrison
- School of Medicine, University of St Andrews, St Andrews, Fife KY16 9TF, UK
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Ward C, Meehan J, Mullen P, Supuran C, Dixon JM, Thomas JS, Winum JY, Lambin P, Dubois L, Pavathaneni NK, Jarman EJ, Renshaw L, Um IH, Kay C, Harrison DJ, Kunkler IH, Langdon SP. Evaluation of carbonic anhydrase IX as a therapeutic target for inhibition of breast cancer invasion and metastasis using a series of in vitro breast cancer models. Oncotarget 2016; 6:24856-70. [PMID: 26259239 PMCID: PMC4694798 DOI: 10.18632/oncotarget.4498] [Citation(s) in RCA: 62] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2015] [Accepted: 06/22/2015] [Indexed: 12/16/2022] Open
Abstract
Triple negative, resistant or metastatic disease are major factors in breast cancer mortality, warranting novel approaches. Carbonic anhydrase IX (CAIX) is implicated in survival, migration and invasion of breast cancer cells and inhibition provides an innovative therapeutic strategy. The efficacy of 5 novel ureido-substituted sulfamate CAIX inhibitors were assessed in increasingly complex breast cancer models, including cell lines in normoxia and hypoxia, 3D spheroids and an ex-vivo explant model utilizing fresh biopsy tissue from different breast cancer subtypes. CAIX expression was evaluated in a tissue microarray (TMA) of 92 paired lymph node and primary breast cancers and 2 inhibitors were appraised in vivo using MDA-MB-231 xenografts. FC11409B, FC9398A, FC9403, FC9396A and S4 decreased cell proliferation and migration and inhibited 3D spheroid invasion. S4, FC9398A and FC9403A inhibited or prevented invasion into collagen. FC9403A significantly reversed established invasion whilst FC9398A and DTP348 reduced xenograft growth. TMA analysis showed increased CAIX expression in triple negative cancers. These data establish CAIX inhibition as a relevant therapeutic goal in breast cancer, targeting the migratory, invasive, and metastatic potential of this disease. The use of biopsy tissue suggests efficacy against breast cancer subtypes, and should provide a useful tool in drug testing against invasive cancers.
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Affiliation(s)
- Carol Ward
- Division of Pathology, Institute of Genetics and Molecular Medicine, University of Edinburgh, Edinburgh, United Kingdom
| | - James Meehan
- Division of Pathology, Institute of Genetics and Molecular Medicine, University of Edinburgh, Edinburgh, United Kingdom
| | - Peter Mullen
- School of Medicine, University of St Andrews, North Haugh, St Andrews, United Kingdom
| | - Claudiu Supuran
- Università degli Studi di Firenze, Polo Scientifico, Laboratorio di Chimica Bioinorganica, Sesto Fiorentino, Florence, Italy
| | - J Michael Dixon
- Edinburgh Breast Unit, Western General Hospital, Edinburgh, United Kingdom
| | - Jeremy S Thomas
- Department of Pathology, Western General Hospital, Edinburgh, United Kingdom
| | - Jean-Yves Winum
- Institut des Biomolécules Max Mousseron (IBMM), UMR 5247, CNRS-UM1-UM2, Batiment de Recherche Max Mousseron, Ecole Nationale Supérieure de Chimie de Montpellier, Montpellier, France
| | - Philippe Lambin
- Department of Radiation Oncology (MaastRO), GROW-School for Oncology and Developmental Biology, Maastricht University Medical Center (MUMC+), Maastricht, The Netherlands
| | - Ludwig Dubois
- Department of Radiation Oncology (MaastRO), GROW-School for Oncology and Developmental Biology, Maastricht University Medical Center (MUMC+), Maastricht, The Netherlands
| | - Nanda-Kumar Pavathaneni
- Institut des Biomolécules Max Mousseron (IBMM), UMR 5247, CNRS-UM1-UM2, Batiment de Recherche Max Mousseron, Ecole Nationale Supérieure de Chimie de Montpellier, Montpellier, France.,Department of Radiation Oncology (MaastRO), GROW-School for Oncology and Developmental Biology, Maastricht University Medical Center (MUMC+), Maastricht, The Netherlands
| | - Edward J Jarman
- Division of Pathology, Institute of Genetics and Molecular Medicine, University of Edinburgh, Edinburgh, United Kingdom
| | - Lorna Renshaw
- Edinburgh Breast Unit, Western General Hospital, Edinburgh, United Kingdom
| | - In Hwa Um
- School of Medicine, University of St Andrews, North Haugh, St Andrews, United Kingdom
| | - Charlene Kay
- Division of Pathology, Institute of Genetics and Molecular Medicine, University of Edinburgh, Edinburgh, United Kingdom
| | - David J Harrison
- School of Medicine, University of St Andrews, North Haugh, St Andrews, United Kingdom
| | - Ian H Kunkler
- Edinburgh Cancer Research Centre, Institute of Genetics and Molecular Medicine, University of Edinburgh, Edinburgh, United Kingdom
| | - Simon P Langdon
- Division of Pathology, Institute of Genetics and Molecular Medicine, University of Edinburgh, Edinburgh, United Kingdom
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26
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Martínez-Pérez C, Ward C, Turnbull AK, Mullen P, Cook G, Meehan J, Jarman EJ, Thomson PIT, Campbell CJ, McPhail D, Harrison DJ, Langdon SP. Antitumour activity of the novel flavonoid Oncamex in preclinical breast cancer models. Br J Cancer 2016; 114:905-16. [PMID: 27031849 PMCID: PMC4984802 DOI: 10.1038/bjc.2016.6] [Citation(s) in RCA: 35] [Impact Index Per Article: 4.4] [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] [Revised: 11/17/2015] [Accepted: 12/16/2015] [Indexed: 12/28/2022] Open
Abstract
Background: The natural polyphenol myricetin induces cell cycle arrest and apoptosis in preclinical cancer models. We hypothesised that myricetin-derived flavonoids with enhanced redox properties, improved cell uptake and mitochondrial targeting might have increased potential as antitumour agents. Methods: We studied the effect of a second-generation flavonoid analogue Oncamex in a panel of seven breast cancer cell lines, applying western blotting, gene expression analysis, fluorescence microscopy and immunohistochemistry of xenograft tissue to investigate its mechanism of action. Results: Proliferation assays showed that Oncamex treatment for 8 h reduced cell viability and induced cytotoxicity and apoptosis, concomitant with increased caspase activation. Microarray analysis showed that Oncamex was associated with changes in the expression of genes controlling cell cycle and apoptosis. Fluorescence microscopy showed the compound's mitochondrial targeting and reactive oxygen species-modulating properties, inducing superoxide production at concentrations associated with antiproliferative effects. A preliminary in vivo study in mice implanted with the MDA-MB-231 breast cancer xenograft showed that Oncamex inhibited tumour growth, reducing tissue viability and Ki-67 proliferation, with no signs of untoward effects on the animals. Conclusions: Oncamex is a novel flavonoid capable of specific mitochondrial delivery and redox modulation. It has shown antitumour activity in preclinical models of breast cancer, supporting the potential of this prototypic candidate for its continued development as an anticancer agent.
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Affiliation(s)
- Carlos Martínez-Pérez
- Division of Pathology Laboratories, Institute of Genetics and Molecular Medicine, University of Edinburgh, Western General Hospital, Edinburgh EH4 2XU, UK
| | - Carol Ward
- Division of Pathology Laboratories, Institute of Genetics and Molecular Medicine, University of Edinburgh, Western General Hospital, Edinburgh EH4 2XU, UK
| | - Arran K Turnbull
- Division of Pathology Laboratories, Institute of Genetics and Molecular Medicine, University of Edinburgh, Western General Hospital, Edinburgh EH4 2XU, UK
| | - Peter Mullen
- School of Medicine, University of St Andrews, St Andrews KY16 9TF, UK
| | - Graeme Cook
- Antoxis Limited, IMS Building, Foresterhill Health and Research Complex, Aberdeen AB25 2ZD, UK
| | - James Meehan
- Division of Pathology Laboratories, Institute of Genetics and Molecular Medicine, University of Edinburgh, Western General Hospital, Edinburgh EH4 2XU, UK
| | - Edward J Jarman
- Division of Pathology Laboratories, Institute of Genetics and Molecular Medicine, University of Edinburgh, Western General Hospital, Edinburgh EH4 2XU, UK
| | - Patrick I T Thomson
- EaSTCHEM, School of Chemistry, University of Edinburgh, Joseph Black Building, Edinburgh EH9 3FJ, UK
| | - Colin J Campbell
- EaSTCHEM, School of Chemistry, University of Edinburgh, Joseph Black Building, Edinburgh EH9 3FJ, UK
| | - Donald McPhail
- Antoxis Limited, IMS Building, Foresterhill Health and Research Complex, Aberdeen AB25 2ZD, UK
| | - David J Harrison
- School of Medicine, University of St Andrews, St Andrews KY16 9TF, UK
| | - Simon P Langdon
- Division of Pathology Laboratories, Institute of Genetics and Molecular Medicine, University of Edinburgh, Western General Hospital, Edinburgh EH4 2XU, UK
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Koussounadis A, Langdon SP, Um I, Kay C, Francis KE, Harrison DJ, Smith VA. Dynamic modulation of phosphoprotein expression in ovarian cancer xenograft models. BMC Cancer 2016; 16:205. [PMID: 26964739 PMCID: PMC4787009 DOI: 10.1186/s12885-016-2212-6] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2015] [Accepted: 02/24/2016] [Indexed: 11/10/2022] Open
Abstract
Background The dynamic changes that occur in protein expression after treatment of a cancer in vivo are poorly described. In this study we measure the effect of chemotherapy over time on the expression of a panel of proteins in ovarian cancer xenograft models. The objective was to identify phosphoprotein and other protein changes indicative of pathway activation that might link with drug response. Methods Two xenograft models, platinum-responsive OV1002 and platinum-unresponsive HOX424, were used. Treatments were carboplatin and carboplatin-paclitaxel. Expression of 49 proteins over 14 days post treatment was measured by quantitative immunofluorescence and analysed by AQUA. Results Carboplatin treatment in the platinum-sensitive OV1002 model triggered up-regulation of cell cycle, mTOR and DDR pathways, while at late time points WNT, invasion, EMT and MAPK pathways were modulated. Estrogen receptor-alpha (ESR1) and ERBB pathways were down-regulated early, within 24 h from treatment administration. Combined carboplatin-paclitaxel treatment triggered a more extensive response in the OV1002 model modulating expression of 23 of 49 proteins. Therefore the cell cycle and DDR pathways showed similar or more pronounced changes than with carboplatin alone. In addition to expression of pS6 and pERK increasing, components of the AKT pathway were modulated with pAKT increasing while its regulator PTEN was down-regulated early. WNT signaling, EMT and invasion markers were modulated at later time points. Additional pathways were also observed with the NFκB and JAK/STAT pathways being up-regulated. ESR1 was down-regulated as was HER4, while further protein members of the ERBB pathway were upregulated late. By contrast, in the carboplatin-unresponsive HOX 424 xenograft, carboplatin only modulated expression of MLH1 while carboplatin-paclitaxel treatment modulated ESR1 and pMET. Conclusions Thirteen proteins were modulated by carboplatin and a more robust set of changes by carboplatin-paclitaxel. Early changes included DDR and cell cycle regulatory proteins associating with tumor volume changes, as expected. Changes in ESR1 and ERBB signaling were also observed. Late changes included components of MAPK signaling, EMT and invasion markers and coincided in time with reversal in tumor volume reduction. These results suggest potential therapeutic roles for inhibitors of such pathways that may prolong chemotherapeutic effects. Electronic supplementary material The online version of this article (doi:10.1186/s12885-016-2212-6) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Antonis Koussounadis
- School of Biology, Sir Harold Mitchell Building, University of St Andrews, St Andrews, Fife, KY16 9TH, UK
| | - Simon P Langdon
- Division of Pathology, Institute of Genetics and Molecular Medicine, University of Edinburgh, Edinburgh, UK
| | - Inhwa Um
- Division of Pathology, Institute of Genetics and Molecular Medicine, University of Edinburgh, Edinburgh, UK.,School of Medicine, University of St Andrews, St Andrews, UK
| | - Charlene Kay
- Division of Pathology, Institute of Genetics and Molecular Medicine, University of Edinburgh, Edinburgh, UK
| | - Kyle E Francis
- Division of Pathology, Institute of Genetics and Molecular Medicine, University of Edinburgh, Edinburgh, UK
| | | | - V Anne Smith
- School of Biology, Sir Harold Mitchell Building, University of St Andrews, St Andrews, Fife, KY16 9TH, UK.
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Meehan J, Ward C, Jarman E, Xintaropoulou C, Martinez-Perez C, Turnbull A, Supuran C, Dixon M, Kunkler I, Langdon SP. Abstract P5-04-05: Targeting the pH regulatory mechanisms of breast cancer cells. Cancer Res 2016. [DOI: 10.1158/1538-7445.sabcs15-p5-04-05] [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:
The abnormal regulation of H+ ions, leading to a reversed pH gradient in tumor cells in comparison to normal cells, is considered to be one of the hallmarks of cancer. This feature, however, has yet to be exploited as a therapeutic target. The aim of this study was to assess whether targeting proteins (CAIX, NHE1 and V-ATPase) that permit hypoxic cancer cell adaptation to acidosis in the tumor microenvironment can produce an effective therapeutic response in breast cancer, using 2D and 3D models.
Method:
Western blotting and gene expression analysis were performed on MCF-7, MDA-MB-231 and HBL-100 cancer cells to assess target protein expression in differing O2 conditions in 2D, while IHC was used to measure protein levels in 3D using multicellular tumor spheroids. Sulforhodamine B assays were executed to analyze the effects of inhibitors targeting CAIX, NHE1 and V-ATPase on breast cancer cell proliferation in 2D. 3D invasion assays were performed with MDA-MB-231 spheroids and explant tissue derived from human patients to see if CAIX inhibition had any effect on cancer cell invasion. An MDA-MB-231 xenograft model was used to investigate the effects of CAIX inhibition in vivo. Clonogenic assays were performed with MDA-MB-231 spheroids to evaluate whether any of the drugs combined effectively with irradiation.
Results:
2D and 3D expression analysis showed that CAIX levels were extremely responsive to changes in O2 conditions in each of the cell lines, with HBL100 cells exhibiting the largest changes in both mRNA (42-fold increase) and protein (78-fold increase) levels at low (0.5%) O2 concentrations. NHE1 and V-ATPase mRNA/protein levels were, however, much more consistently expressed across the cell lines in different O2 conditions. Drugs targeting CAIX, NHE1 and V-ATPase had anti-proliferative effects on the breast cancer cells in 2D. Normoxic cancer cells were the most sensitive to drug treatment, acute hypoxic cancer cells showed increased resistance to the anti-proliferative effects of these drugs, while chronic hypoxic cells had IC50 values more similar to the normoxic cells. The results for the CAIX inhibitor were unexpected, as we had predicted that the increased levels of CAIX in the acute hypoxic cells would make them more sensitive to treatment. CAIX inhibition did, however, significantly reduce the invasion of cancer cells from both MDA-MB-231 spheroids (p≤0.01) and explant tissue (p≤0.001). Targeting pH regulation was also shown to have an effect in vivo on MDA-MB-231 xenografts, with CAIX inhibition significantly reducing the growth (p≤0.05) and proliferation (p≤0.05) of tumors within mice. Finally, clonogenic assays showed that drugs targeting both CAIX and NHE1 led to a significant reduction in colony number when combined with radiation (p≤0.05), compared to either drug individually or radiation treatment alone.
Conclusions:
This study shows that drugs targeting pH regulation molecules have potential in the treatment of breast cancer. This is highlighted by their ability to affect the proliferation and invasion of breast cancer cells, along with their ability to be combined with radiation. Of the 3 pH regulatory molecules, CAIX represents the target with the most promise.
Citation Format: Meehan J, Ward C, Jarman E, Xintaropoulou C, Martinez-Perez C, Turnbull A, Supuran C, Dixon M, Kunkler I, Langdon SP. Targeting the pH regulatory mechanisms of breast cancer cells. [abstract]. In: Proceedings of the Thirty-Eighth Annual CTRC-AACR San Antonio Breast Cancer Symposium: 2015 Dec 8-12; San Antonio, TX. Philadelphia (PA): AACR; Cancer Res 2016;76(4 Suppl):Abstract nr P5-04-05.
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Affiliation(s)
- J Meehan
- University of Edinburgh, Edinburgh, United Kingdom; University of Florence, Florence, Italy
| | - C Ward
- University of Edinburgh, Edinburgh, United Kingdom; University of Florence, Florence, Italy
| | - E Jarman
- University of Edinburgh, Edinburgh, United Kingdom; University of Florence, Florence, Italy
| | - C Xintaropoulou
- University of Edinburgh, Edinburgh, United Kingdom; University of Florence, Florence, Italy
| | - C Martinez-Perez
- University of Edinburgh, Edinburgh, United Kingdom; University of Florence, Florence, Italy
| | - A Turnbull
- University of Edinburgh, Edinburgh, United Kingdom; University of Florence, Florence, Italy
| | - C Supuran
- University of Edinburgh, Edinburgh, United Kingdom; University of Florence, Florence, Italy
| | - M Dixon
- University of Edinburgh, Edinburgh, United Kingdom; University of Florence, Florence, Italy
| | - I Kunkler
- University of Edinburgh, Edinburgh, United Kingdom; University of Florence, Florence, Italy
| | - SP Langdon
- University of Edinburgh, Edinburgh, United Kingdom; University of Florence, Florence, Italy
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Jarman EJ, Turnbull AK, Martinez-Perez C, Meehan J, Xintralopoulou C, Ward C, Langdon SP. Abstract P4-08-06: Modulation of hypoxia-inducible factors and the HIF transcriptional response to hypoxia by ERBB2 overexpression in the MCF7 breast cancer cell line. Cancer Res 2016. [DOI: 10.1158/1538-7445.sabcs15-p4-08-06] [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
Objective: To explore the role of HIF2α in growth factor receptor-driven HIF modulation and investigate the relationship between growth factor- and hypoxia-driven HIF activation. HIF-mediated transcriptional activity is known to drive genes involved in various processes which are associated with cancer pathology such as glycolysis, angiogenesis and metastasis. Therefore, understanding the implications of hypoxia-independent HIF regulation for both HIF1α and HIF2α, may give new insight into the mechanisms by which HIF drives cancer pathology in vivo and a greater understanding of when HIF inhibitory agents may be effective therapies.
Methods: We used an ERBB2 overexpressing MCF7 cell line (MCF7-HER2) to investigate the effect of ERBB2 on the HIF-axis. Western blotting was used to assess protein level in these cell lines. HIF protein expression was compared with and without ERBB stimulation by ERBB3 ligand neuregulin 1β. Illumina BeadChip analysis was used to compare mRNA levels between these cell lines in normoxia (20% oxygen), acute hypoxia (0.5% oxygen for 24 hours) and chronic hypoxia (0.5% oxygen for 10 weeks). Differentially expressed genes were identified using rank products analysis with a cut-off P-value of 0.01. This allowed an in-depth comparison of hypoxia responses at the level of transcription between the cell lines to ascertain the effect of ERBB2 overexpression on hypoxia driven transcriptional changes.
Results: Immunoblotting shows that HIF1α protein level is comparable between MCF7 and MCF7-HER2 cell lines, and is inducible in normoxia by stimulation with neuregulin 1β. Conversely, HIF2α protein is unaffected, but is constitutively expressed in MCF7-HER2 only. This suggests that both HIF isoforms can be up-regulated in normoxia but by different mechanisms. Microarray data suggests that the constitutively higher HIF2α levels in the MCF7-HER2 cell line may be due, at least in part, to the increased transcription of the HIF2A gene which is higher in normoxia and in response to hypoxia when compared to wild-type MCF7. Overexpression of ERBB2 in MCF7-HER2 cells appears to prime cells for their response to hypoxia, as 14% (N= 591) of the genes which are induced in acute hypoxia are also expressed at significantly higher levels in normoxic MCF7-HER2 cells. However, only 1% are more highly expressed in wild-type MCF7 cells. For chronic hypoxic genes, 18% (N= 514) were more highly expressed in normoxic MCF7-HER2 cells and just 8% in wild-type MCF7 cells. These up-regulated genes include both HIF1 and HIF2 target genes which may have important consequences for glycolysis (ALDOC, PFKFB), tumour cell survival (E4BP4, STC2) and proliferation (FOS, KDM5B).
Conclusions: We have demonstrated that both HIF1α and HIF2α can be regulated independently of hypoxia, however these appear to be controlled through distinct mechanisms. Whilst the implications of HIF1 in breast cancer pathology have been appreciated for some time, relatively little is known about the impact of HIF2. Here we show that ERBB2 overexpression can not only increase HIF2α protein levels in normoxia, but may also prime cells for hypoxia by allowing the constitutively higher expression of HIF1 and HIF2 target genes.
Citation Format: Jarman EJ, Turnbull AK, Martinez-Perez C, Meehan J, Xintralopoulou C, Ward C, Langdon SP. Modulation of hypoxia-inducible factors and the HIF transcriptional response to hypoxia by ERBB2 overexpression in the MCF7 breast cancer cell line. [abstract]. In: Proceedings of the Thirty-Eighth Annual CTRC-AACR San Antonio Breast Cancer Symposium: 2015 Dec 8-12; San Antonio, TX. Philadelphia (PA): AACR; Cancer Res 2016;76(4 Suppl):Abstract nr P4-08-06.
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Affiliation(s)
- EJ Jarman
- The University of Edinburgh, Edinburgh, United Kingdom
| | - AK Turnbull
- The University of Edinburgh, Edinburgh, United Kingdom
| | | | - J Meehan
- The University of Edinburgh, Edinburgh, United Kingdom
| | | | - C Ward
- The University of Edinburgh, Edinburgh, United Kingdom
| | - SP Langdon
- The University of Edinburgh, Edinburgh, United Kingdom
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Briffa R, Um I, Faratian D, Zhou Y, Turnbull AK, Langdon SP, Harrison DJ. Multi-Scale Genomic, Transcriptomic and Proteomic Analysis of Colorectal Cancer Cell Lines to Identify Novel Biomarkers. PLoS One 2015; 10:e0144708. [PMID: 26678268 PMCID: PMC4692059 DOI: 10.1371/journal.pone.0144708] [Citation(s) in RCA: 32] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2015] [Accepted: 11/23/2015] [Indexed: 12/18/2022] Open
Abstract
Selecting colorectal cancer (CRC) patients likely to respond to therapy remains a clinical challenge. The objectives of this study were to establish which genes were differentially expressed with respect to treatment sensitivity and relate this to copy number in a panel of 15 CRC cell lines. Copy number variations of the identified genes were assessed in a cohort of CRCs. IC50's were measured for 5-fluorouracil, oxaliplatin, and BEZ-235, a PI3K/mTOR inhibitor. Cell lines were profiled using array comparative genomic hybridisation, Illumina gene expression analysis, reverse phase protein arrays, and targeted sequencing of KRAS hotspot mutations. Frequent gains were observed at 2p, 3q, 5p, 7p, 7q, 8q, 12p, 13q, 14q, and 17q and losses at 2q, 3p, 5q, 8p, 9p, 9q, 14q, 18q, and 20p. Frequently gained regions contained EGFR, PIK3CA, MYC, SMO, TRIB1, FZD1, and BRCA2, while frequently lost regions contained FHIT and MACROD2. TRIB1 was selected for further study. Gene enrichment analysis showed that differentially expressed genes with respect to treatment response were involved in Wnt signalling, EGF receptor signalling, apoptosis, cell cycle, and angiogenesis. Stepwise integration of copy number and gene expression data yielded 47 candidate genes that were significantly correlated. PDCD6 was differentially expressed in all three treatment responses. Tissue microarrays were constructed for a cohort of 118 CRC patients and TRIB1 and MYC amplifications were measured using fluorescence in situ hybridisation. TRIB1 and MYC were amplified in 14.5% and 7.4% of the cohort, respectively, and these amplifications were significantly correlated (p≤0.0001). TRIB1 protein expression in the patient cohort was significantly correlated with pERK, Akt, and Caspase 3 expression. In conclusion, a set of candidate predictive biomarkers for 5-fluorouracil, oxaliplatin, and BEZ235 are described that warrant further study. Amplification of the putative oncogene TRIB1 has been described for the first time in a cohort of CRC patients.
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Affiliation(s)
- Romina Briffa
- Division of Pathology, Institute of Genetics and Molecular Medicine,
University of Edinburgh, Crewe Road South, Edinburgh, EH4 2XU, United
Kingdom
| | - Inhwa Um
- School of Medicine, University of St Andrews, St Andrews, KY16 9TF, United
Kingdom
| | - Dana Faratian
- Division of Pathology, Institute of Genetics and Molecular Medicine,
University of Edinburgh, Crewe Road South, Edinburgh, EH4 2XU, United
Kingdom
| | - Ying Zhou
- Division of Pathology, Institute of Genetics and Molecular Medicine,
University of Edinburgh, Crewe Road South, Edinburgh, EH4 2XU, United
Kingdom
| | - Arran K. Turnbull
- Division of Pathology, Institute of Genetics and Molecular Medicine,
University of Edinburgh, Crewe Road South, Edinburgh, EH4 2XU, United
Kingdom
| | - Simon P. Langdon
- Division of Pathology, Institute of Genetics and Molecular Medicine,
University of Edinburgh, Crewe Road South, Edinburgh, EH4 2XU, United
Kingdom
| | - David J. Harrison
- School of Medicine, University of St Andrews, St Andrews, KY16 9TF, United
Kingdom
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Xintaropoulou C, Ward C, Wise A, Marston H, Turnbull A, Langdon SP. A comparative analysis of inhibitors of the glycolysis pathway in breast and ovarian cancer cell line models. Oncotarget 2015; 6:25677-95. [PMID: 26259240 PMCID: PMC4694858 DOI: 10.18632/oncotarget.4499] [Citation(s) in RCA: 101] [Impact Index Per Article: 11.2] [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: 05/12/2015] [Accepted: 06/29/2015] [Indexed: 02/04/2023] Open
Abstract
Many cancer cells rely on aerobic glycolysis for energy production and targeting of this pathway is a potential strategy to inhibit cancer cell growth. In this study, inhibition of five glycolysis pathway molecules (GLUT1, HKII, PFKFB3, PDHK1 and LDH) using 9 inhibitors (Phloretin, Quercetin, STF31, WZB117, 3PO, 3-bromopyruvate, Dichloroacetate, Oxamic acid, NHI-1) was investigated in panels of breast and ovarian cancer cell line models. All compounds tested blocked glycolysis as indicated by increased extracellular glucose and decreased lactate production and also increased apoptosis. Sensitivity to several inhibitors correlated with the proliferation rate of the cell lines. Seven compounds had IC50 values that were associated with each other consistent with a shared mechanism of action. A synergistic interaction was revealed between STF31 and Oxamic acid when combined with the antidiabetic drug metformin. Sensitivity to glycolysis inhibition was also examined under a range of O2 levels (21% O2, 7% O2, 2% O2 and 0.5% O2) and greater resistance to the inhibitors was found at low oxygen conditions (7% O2, 2% O2 and 0.5% O2) relative to 21% O2 conditions. These results indicate growth of breast and ovarian cancer cell lines is dependent on all the targets examined in the glycolytic pathway with increased sensitivity to the inhibitors under normoxic conditions.
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Affiliation(s)
- Chrysi Xintaropoulou
- Division of Pathology, Institute of Genetics and Molecular Medicine, University of Edinburgh, Western General Hospital, Edinburgh, EH4 2XU, UK
| | - Carol Ward
- Division of Pathology, Institute of Genetics and Molecular Medicine, University of Edinburgh, Western General Hospital, Edinburgh, EH4 2XU, UK
| | - Alan Wise
- IOMET Pharma, Nine, Edinburgh BioQuarter, Edinburgh, EH16 4UX, UK
| | - Hugh Marston
- IOMET Pharma, Nine, Edinburgh BioQuarter, Edinburgh, EH16 4UX, UK
- Current Address: Eli Lilly Research and Development, Windlesham, Surrey, GU20 6PH, UK
| | - Arran Turnbull
- Breakthrough Breast Unit, Institute of Genetics and Molecular Medicine, University of Edinburgh, Western General Hospital, Edinburgh, EH4 2XU, UK
| | - Simon P. Langdon
- Division of Pathology, Institute of Genetics and Molecular Medicine, University of Edinburgh, Western General Hospital, Edinburgh, EH4 2XU, UK
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Khalil HS, Goltsov A, Langdon SP, Harrison DJ, Bown J, Deeni Y. Quantitative analysis of NRF2 pathway reveals key elements of the regulatory circuits underlying antioxidant response and proliferation of ovarian cancer cells. J Biotechnol 2014; 202:12-30. [PMID: 25449014 DOI: 10.1016/j.jbiotec.2014.09.027] [Citation(s) in RCA: 30] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2014] [Revised: 09/23/2014] [Accepted: 09/30/2014] [Indexed: 12/19/2022]
Abstract
Cells are constantly exposed to Reactive Oxygen Species (ROS) produced both endogenously to meet physiological requirements and from exogenous sources. While endogenous ROS are considered as important signalling molecules, high uncontrollable ROS are detrimental. It is unclear how cells can achieve a balance between maintaining physiological redox homeostasis and robustly activate the antioxidant system to remove exogenous ROS. We have utilised a Systems Biology approach to understand how this robust adaptive system fulfils homeostatic requirements of maintaining steady-state ROS and growth rate, while undergoing rapid readjustment under challenged conditions. Using a panel of human ovarian and normal cell lines, we experimentally quantified and established interrelationships between key elements of ROS homeostasis. The basal levels of NRF2 and KEAP1 were cell line specific and maintained in tight correlation with their growth rates and ROS. Furthermore, perturbation of this balance triggered cell specific kinetics of NRF2 nuclear-cytoplasmic relocalisation and sequestration of exogenous ROS. Our experimental data were employed to parameterise a mathematical model of the NRF2 pathway that elucidated key response mechanisms of redox regulation and showed that the dynamics of NRF2-H2O2 regulation defines a relationship between half-life, total and nuclear NRF2 level and endogenous H2O2 that is cell line specific.
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Affiliation(s)
- Hilal S Khalil
- Scottish Informatics, Mathematics, Biology and Statistics Centre (SIMBIOS), University of Abertay Dundee, Dundee DD1 1HG, United Kingdom.
| | - Alexey Goltsov
- Scottish Informatics, Mathematics, Biology and Statistics Centre (SIMBIOS), University of Abertay Dundee, Dundee DD1 1HG, United Kingdom.
| | - Simon P Langdon
- Division of Pathology, Institute of Genetics and Molecular Medicine, University of Edinburgh, Western General Hospital, Edinburgh EH4 2XU, United Kingdom.
| | - David J Harrison
- School of Medicine, University of St Andrews, St Andrews KY16 9TF, United Kingdom.
| | - James Bown
- Scottish Informatics, Mathematics, Biology and Statistics Centre (SIMBIOS), University of Abertay Dundee, Dundee DD1 1HG, United Kingdom.
| | - Yusuf Deeni
- Scottish Informatics, Mathematics, Biology and Statistics Centre (SIMBIOS), University of Abertay Dundee, Dundee DD1 1HG, United Kingdom.
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Pettersen EO, Ebbesen P, Gieling RG, Williams KJ, Dubois L, Lambin P, Ward C, Meehan J, Kunkler IH, Langdon SP, Ree AH, Flatmark K, Lyng H, Calzada MJ, Peso LD, Landazuri MO, Görlach A, Flamm H, Kieninger J, Urban G, Weltin A, Singleton DC, Haider S, Buffa FM, Harris AL, Scozzafava A, Supuran CT, Moser I, Jobst G, Busk M, Toustrup K, Overgaard J, Alsner J, Pouyssegur J, Chiche J, Mazure N, Marchiq I, Parks S, Ahmed A, Ashcroft M, Pastorekova S, Cao Y, Rouschop KM, Wouters BG, Koritzinsky M, Mujcic H, Cojocari D. Targeting tumour hypoxia to prevent cancer metastasis. From biology, biosensing and technology to drug development: the METOXIA consortium. J Enzyme Inhib Med Chem 2014; 30:689-721. [PMID: 25347767 DOI: 10.3109/14756366.2014.966704] [Citation(s) in RCA: 83] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/21/2014] [Accepted: 09/15/2014] [Indexed: 01/06/2023] Open
Abstract
The hypoxic areas of solid cancers represent a negative prognostic factor irrespective of which treatment modality is chosen for the patient. Still, after almost 80 years of focus on the problems created by hypoxia in solid tumours, we still largely lack methods to deal efficiently with these treatment-resistant cells. The consequences of this lack may be serious for many patients: Not only is there a negative correlation between the hypoxic fraction in tumours and the outcome of radiotherapy as well as many types of chemotherapy, a correlation has been shown between the hypoxic fraction in tumours and cancer metastasis. Thus, on a fundamental basis the great variety of problems related to hypoxia in cancer treatment has to do with the broad range of functions oxygen (and lack of oxygen) have in cells and tissues. Therefore, activation-deactivation of oxygen-regulated cascades related to metabolism or external signalling are important areas for the identification of mechanisms as potential targets for hypoxia-specific treatment. Also the chemistry related to reactive oxygen radicals (ROS) and the biological handling of ROS are part of the problem complex. The problem is further complicated by the great variety in oxygen concentrations found in tissues. For tumour hypoxia to be used as a marker for individualisation of treatment there is a need for non-invasive methods to measure oxygen routinely in patient tumours. A large-scale collaborative EU-financed project 2009-2014 denoted METOXIA has studied all the mentioned aspects of hypoxia with the aim of selecting potential targets for new hypoxia-specific therapy and develop the first stage of tests for this therapy. A new non-invasive PET-imaging method based on the 2-nitroimidazole [(18)F]-HX4 was found to be promising in a clinical trial on NSCLC patients. New preclinical models for testing of the metastatic potential of cells were developed, both in vitro (2D as well as 3D models) and in mice (orthotopic grafting). Low density quantitative real-time polymerase chain reaction (qPCR)-based assays were developed measuring multiple hypoxia-responsive markers in parallel to identify tumour hypoxia-related patterns of gene expression. As possible targets for new therapy two main regulatory cascades were prioritised: The hypoxia-inducible-factor (HIF)-regulated cascades operating at moderate to weak hypoxia (<1% O(2)), and the unfolded protein response (UPR) activated by endoplasmatic reticulum (ER) stress and operating at more severe hypoxia (<0.2%). The prioritised targets were the HIF-regulated proteins carbonic anhydrase IX (CAIX), the lactate transporter MCT4 and the PERK/eIF2α/ATF4-arm of the UPR. The METOXIA project has developed patented compounds targeting CAIX with a preclinical documented effect. Since hypoxia-specific treatments alone are not curative they will have to be combined with traditional anti-cancer therapy to eradicate the aerobic cancer cell population as well.
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Bown JL, Idowu MA, Khalil HS, Goltsov A, Deeni Y, Zhelev N, Langdon SP, Harrison DJ. Process-based vs. data-driven modelling of cancer cell behaviour. J Biotechnol 2014. [DOI: 10.1016/j.jbiotec.2014.07.048] [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: 10/24/2022]
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Goltsov A, Deeni Y, Khalil HS, Soininen T, Kyriakidis S, Hu H, Langdon SP, Harrison DJ, Bown J. Systems analysis of drug-induced receptor tyrosine kinase reprogramming following targeted mono- and combination anti-cancer therapy. Cells 2014; 3:563-91. [PMID: 24918976 PMCID: PMC4092865 DOI: 10.3390/cells3020563] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.3] [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: 03/31/2014] [Revised: 05/14/2014] [Accepted: 05/19/2014] [Indexed: 12/12/2022] Open
Abstract
The receptor tyrosine kinases (RTKs) are key drivers of cancer progression and targets for drug therapy. A major challenge in anti-RTK treatment is the dependence of drug effectiveness on co-expression of multiple RTKs which defines resistance to single drug therapy. Reprogramming of the RTK network leading to alteration in RTK co-expression in response to drug intervention is a dynamic mechanism of acquired resistance to single drug therapy in many cancers. One route to overcome this resistance is combination therapy. We describe the results of a joint in silico, in vitro, and in vivo investigations on the efficacy of trastuzumab, pertuzumab and their combination to target the HER2 receptors. Computational modelling revealed that these two drugs alone and in combination differentially suppressed RTK network activation depending on RTK co-expression. Analyses of mRNA expression in SKOV3 ovarian tumour xenograft showed up-regulation of HER3 following treatment. Considering this in a computational model revealed that HER3 up-regulation reprograms RTK kinetics from HER2 homodimerisation to HER3/HER2 heterodimerisation. The results showed synergy of the trastuzumab and pertuzumab combination treatment of the HER2 overexpressing tumour can be due to an independence of the combination effect on HER3/HER2 composition when it changes due to drug-induced RTK reprogramming.
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Affiliation(s)
- Alexey Goltsov
- Scottish Informatics, Mathematics, Biology and Statistics Centre (SIMBIOS), Abertay University, Dundee, DD1 1HG, United Kingdom.
| | - Yusuf Deeni
- Scottish Informatics, Mathematics, Biology and Statistics Centre (SIMBIOS), Abertay University, Dundee, DD1 1HG, United Kingdom.
| | - Hilal S Khalil
- Scottish Informatics, Mathematics, Biology and Statistics Centre (SIMBIOS), Abertay University, Dundee, DD1 1HG, United Kingdom.
| | - Tero Soininen
- Scottish Informatics, Mathematics, Biology and Statistics Centre (SIMBIOS), Abertay University, Dundee, DD1 1HG, United Kingdom.
| | | | - Huizhong Hu
- Lester and Sue Smith Breast Center, Baylor College of Medicine, One Baylor Plaza, Houston, TX 77030, USA.
| | - Simon P Langdon
- Division of Pathology, Institute of Genetics and Molecular Medicine, University of Edinburgh, Western General Hospital, Edinburgh, EH4 2XU, United Kingdom.
| | - David J Harrison
- School of Medicine, University of St Andrews, St Andrews, KY16 9TF, United Kingdom.
| | - James Bown
- Scottish Informatics, Mathematics, Biology and Statistics Centre (SIMBIOS), Abertay University, Dundee, DD1 1HG, United Kingdom.
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Huang R, Faratian D, Sims AH, Wilson D, Thomas JS, Harrison DJ, Langdon SP. Increased STAT1 signaling in endocrine-resistant breast cancer. PLoS One 2014; 9:e94226. [PMID: 24728078 PMCID: PMC3984130 DOI: 10.1371/journal.pone.0094226] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2013] [Accepted: 03/13/2014] [Indexed: 01/12/2023] Open
Abstract
Proteomic profiling of the estrogen/tamoxifen-sensitive MCF-7 cell line and its partially sensitive (MCF-7/LCC1) and fully resistant (MCF-7/LCC9) variants was performed to identify modifiers of endocrine sensitivity in breast cancer. Analysis of the expression of 120 paired phosphorylated and non-phosphorylated epitopes in key oncogenic and tumor suppressor pathways revealed that STAT1 and several phosphorylated epitopes (phospho-STAT1(Tyr701) and phospho-STAT3(Ser727)) were differentially expressed between endocrine resistant and parental controls, confirmed by qRT-PCR and western blotting. The STAT1 inhibitor EGCG was a more effective inhibitor of the endocrine resistant MCF-7/LCC1 and MCF-7/LCC9 lines than parental MCF-7 cells, while STAT3 inhibitors Stattic and WP1066 were equally effective in endocrine-resistant and parental lines. The effects of the STAT inhibitors were additive, rather than synergistic, when tested in combination with tamoxifen in vitro. Expression of STAT1 and STAT3 were measured by quantitative immunofluorescence in invasive breast cancers and matched lymph nodes. When lymph node expression was compared to its paired primary breast cancer expression, there was greater expression of cytoplasmic STAT1 (∼3.1 fold), phospho-STAT3(Ser727) (∼1.8 fold), and STAT5 (∼1.5 fold) and nuclear phospho-STAT3(Ser727) (∼1.5 fold) in the nodes. Expression levels of STAT1 and STAT3 transcript were analysed in 550 breast cancers from publicly available gene expression datasets (GSE2990, GSE12093, GSE6532). When treatment with tamoxifen was considered, STAT1 gene expression was nearly predictive of distant metastasis-free survival (DMFS, log-rank p = 0.067), while STAT3 gene expression was predictive of DMFS (log-rank p<0.0001). Analysis of STAT1 and STAT3 protein expression in a series of 546 breast cancers also indicated that high expression of STAT3 protein was associated with improved survival (DMFS, p = 0.006). These results suggest that STAT signaling is important in endocrine resistance, and that STAT inhibitors may represent potential therapies in breast cancer, even in the resistant setting.
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Affiliation(s)
- Rui Huang
- Institute of Genetics and Molecular Medicine, University of Edinburgh, Edinburgh, Scotland, United Kingdom
| | - Dana Faratian
- Institute of Genetics and Molecular Medicine, University of Edinburgh, Edinburgh, Scotland, United Kingdom
| | - Andrew H. Sims
- Institute of Genetics and Molecular Medicine, University of Edinburgh, Edinburgh, Scotland, United Kingdom
| | - Danielle Wilson
- Institute of Genetics and Molecular Medicine, University of Edinburgh, Edinburgh, Scotland, United Kingdom
| | - Jeremy S. Thomas
- Department of Pathology, Western General Hospital, Edinburgh, Scotland, United Kingdom
| | - David J. Harrison
- Pathology, Medical and Biological Sciences Building, University of St Andrews, North Haugh, St. Andrews, Fife, Scotland, United Kingdom
| | - Simon P. Langdon
- Institute of Genetics and Molecular Medicine, University of Edinburgh, Edinburgh, Scotland, United Kingdom
- * E-mail:
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Goltsov A, Langdon SP, Goltsov G, Harrison DJ, Bown J. Customizing the therapeutic response of signaling networks to promote antitumor responses by drug combinations. Front Oncol 2014; 4:13. [PMID: 24551596 PMCID: PMC3914444 DOI: 10.3389/fonc.2014.00013] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2013] [Accepted: 01/20/2014] [Indexed: 01/26/2023] Open
Abstract
Drug resistance, de novo and acquired, pervades cellular signaling networks (SNs) from one signaling motif to another as a result of cancer progression and/or drug intervention. This resistance is one of the key determinants of efficacy in targeted anti-cancer drug therapy. Although poorly understood, drug resistance is already being addressed in combination therapy by selecting drug targets where SN sensitivity increases due to combination components or as a result of de novo or acquired mutations. Additionally, successive drug combinations have shown low resistance potential. To promote a rational, systematic development of combination therapies, it is necessary to establish the underlying mechanisms that drive the advantages of combination therapies, and design methods to determine drug targets for combination regimens. Based on a joint systems analysis of cellular SN response and its sensitivity to drug action and oncogenic mutations, we describe an in silico method to analyze the targets of drug combinations. Our method explores mechanisms of sensitizing the SN through a combination of two drugs targeting vertical signaling pathways. We propose a paradigm of SN response customization by one drug to both maximize the effect of another drug in combination and promote a robust therapeutic response against oncogenic mutations. The method was applied to customize the response of the ErbB/PI3K/PTEN/AKT pathway by combination of drugs targeting HER2 receptors and proteins in the down-stream pathway. The results of a computational experiment showed that the modification of the SN response from hyperbolic to smooth sigmoid response by manipulation of two drugs in combination leads to greater robustness in therapeutic response against oncogenic mutations determining cancer heterogeneity. The application of this method in drug combination co-development suggests a combined evaluation of inhibition effects together with the capability of drug combinations to suppress resistance mechanisms before they become clinically manifest.
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Affiliation(s)
- Alexey Goltsov
- Centre for Research in Informatics and Systems Pathology (CRISP), University of Abertay Dundee , Dundee , UK
| | - Simon P Langdon
- Division of Pathology, Institute of Genetics and Molecular Medicine, Western General Hospital, University of Edinburgh , Edinburgh , UK
| | | | | | - James Bown
- Centre for Research in Informatics and Systems Pathology (CRISP), University of Abertay Dundee , Dundee , UK
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Eccles SA, Aboagye EO, Ali S, Anderson AS, Armes J, Berditchevski F, Blaydes JP, Brennan K, Brown NJ, Bryant HE, Bundred NJ, Burchell JM, Campbell AM, Carroll JS, Clarke RB, Coles CE, Cook GJR, Cox A, Curtin NJ, Dekker LV, dos Santos Silva I, Duffy SW, Easton DF, Eccles DM, Edwards DR, Edwards J, Evans DG, Fenlon DF, Flanagan JM, Foster C, Gallagher WM, Garcia-Closas M, Gee JMW, Gescher AJ, Goh V, Groves AM, Harvey AJ, Harvie M, Hennessy BT, Hiscox S, Holen I, Howell SJ, Howell A, Hubbard G, Hulbert-Williams N, Hunter MS, Jasani B, Jones LJ, Key TJ, Kirwan CC, Kong A, Kunkler IH, Langdon SP, Leach MO, Mann DJ, Marshall JF, Martin LA, Martin SG, Macdougall JE, Miles DW, Miller WR, Morris JR, Moss SM, Mullan P, Natrajan R, O’Connor JPB, O’Connor R, Palmieri C, Pharoah PDP, Rakha EA, Reed E, Robinson SP, Sahai E, Saxton JM, Schmid P, Smalley MJ, Speirs V, Stein R, Stingl J, Streuli CH, Tutt ANJ, Velikova G, Walker RA, Watson CJ, Williams KJ, Young LS, Thompson AM. Critical research gaps and translational priorities for the successful prevention and treatment of breast cancer. Breast Cancer Res 2013; 15:R92. [PMID: 24286369 PMCID: PMC3907091 DOI: 10.1186/bcr3493] [Citation(s) in RCA: 275] [Impact Index Per Article: 25.0] [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: 08/08/2013] [Accepted: 09/12/2013] [Indexed: 02/08/2023] Open
Abstract
INTRODUCTION Breast cancer remains a significant scientific, clinical and societal challenge. This gap analysis has reviewed and critically assessed enduring issues and new challenges emerging from recent research, and proposes strategies for translating solutions into practice. METHODS More than 100 internationally recognised specialist breast cancer scientists, clinicians and healthcare professionals collaborated to address nine thematic areas: genetics, epigenetics and epidemiology; molecular pathology and cell biology; hormonal influences and endocrine therapy; imaging, detection and screening; current/novel therapies and biomarkers; drug resistance; metastasis, angiogenesis, circulating tumour cells, cancer 'stem' cells; risk and prevention; living with and managing breast cancer and its treatment. The groups developed summary papers through an iterative process which, following further appraisal from experts and patients, were melded into this summary account. RESULTS The 10 major gaps identified were: (1) understanding the functions and contextual interactions of genetic and epigenetic changes in normal breast development and during malignant transformation; (2) how to implement sustainable lifestyle changes (diet, exercise and weight) and chemopreventive strategies; (3) the need for tailored screening approaches including clinically actionable tests; (4) enhancing knowledge of molecular drivers behind breast cancer subtypes, progression and metastasis; (5) understanding the molecular mechanisms of tumour heterogeneity, dormancy, de novo or acquired resistance and how to target key nodes in these dynamic processes; (6) developing validated markers for chemosensitivity and radiosensitivity; (7) understanding the optimal duration, sequencing and rational combinations of treatment for improved personalised therapy; (8) validating multimodality imaging biomarkers for minimally invasive diagnosis and monitoring of responses in primary and metastatic disease; (9) developing interventions and support to improve the survivorship experience; (10) a continuing need for clinical material for translational research derived from normal breast, blood, primary, relapsed, metastatic and drug-resistant cancers with expert bioinformatics support to maximise its utility. The proposed infrastructural enablers include enhanced resources to support clinically relevant in vitro and in vivo tumour models; improved access to appropriate, fully annotated clinical samples; extended biomarker discovery, validation and standardisation; and facilitated cross-discipline working. CONCLUSIONS With resources to conduct further high-quality targeted research focusing on the gaps identified, increased knowledge translating into improved clinical care should be achievable within five years.
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Affiliation(s)
- Suzanne A Eccles
- The Institute of Cancer Research, 15 Cotswold Road, London SM2 5MG, UK
| | - Eric O Aboagye
- Imperial College London, Exhibition Rd, London SW7 2AZ, UK
| | - Simak Ali
- Imperial College London, Exhibition Rd, London SW7 2AZ, UK
| | | | - Jo Armes
- Kings College London, Strand, London WC2R 2LS, UK
| | | | - Jeremy P Blaydes
- University of Southampton, University Road, Southampton SO17 1BJ, UK
| | - Keith Brennan
- University of Manchester, Oxford Road, Manchester M13 9PL, UK
| | - Nicola J Brown
- University of Sheffield, Western Bank, Sheffield S10 2TN, UK
| | - Helen E Bryant
- University of Sheffield, Western Bank, Sheffield S10 2TN, UK
| | - Nigel J Bundred
- University of Manchester, Oxford Road, Manchester M13 9PL, UK
| | | | | | - Jason S Carroll
- Cancer Research UK, Cambridge Research Institute/University of Cambridge, Trinity Lane, Cambridge CB2 1TN, UK
| | - Robert B Clarke
- University of Manchester, Oxford Road, Manchester M13 9PL, UK
| | - Charlotte E Coles
- Cambridge University Hospitals NHS Foundation Trust, Hills Road, Cambridge CB2 0QQ, UK
| | - Gary JR Cook
- Kings College London, Strand, London WC2R 2LS, UK
| | - Angela Cox
- University of Sheffield, Western Bank, Sheffield S10 2TN, UK
| | - Nicola J Curtin
- Newcastle University, Claremont Road, Newcastle upon Tyne NE1 7RU, UK
| | | | | | - Stephen W Duffy
- Queen Mary University of London, Mile End Road, London E1 4NS, UK
| | - Douglas F Easton
- Cancer Research UK, Cambridge Research Institute/University of Cambridge, Trinity Lane, Cambridge CB2 1TN, UK
| | - Diana M Eccles
- University of Southampton, University Road, Southampton SO17 1BJ, UK
| | - Dylan R Edwards
- University of East Anglia, Earlham Road, Norwich NR4 7TJ, UK
| | - Joanne Edwards
- University of Glasgow, University Avenue, Glasgow G12 8QQ, UK
| | - D Gareth Evans
- University of Manchester, Oxford Road, Manchester M13 9PL, UK
| | - Deborah F Fenlon
- University of Southampton, University Road, Southampton SO17 1BJ, UK
| | | | - Claire Foster
- University of Southampton, University Road, Southampton SO17 1BJ, UK
| | | | | | - Julia M W Gee
- University of Cardiff, Park Place, Cardiff CF10 3AT, UK
| | - Andy J Gescher
- University of Leicester, University Road, Leicester LE1 4RH, UK
| | - Vicky Goh
- Kings College London, Strand, London WC2R 2LS, UK
| | - Ashley M Groves
- University College London, Gower Street, London WC1E 6BT, UK
| | | | - Michelle Harvie
- University of Manchester, Oxford Road, Manchester M13 9PL, UK
| | - Bryan T Hennessy
- Royal College of Surgeons Ireland, 123, St Stephen’s Green, Dublin 2, Ireland
| | | | - Ingunn Holen
- University of Sheffield, Western Bank, Sheffield S10 2TN, UK
| | - Sacha J Howell
- University of Manchester, Oxford Road, Manchester M13 9PL, UK
| | - Anthony Howell
- University of Manchester, Oxford Road, Manchester M13 9PL, UK
| | | | | | | | - Bharat Jasani
- University of Cardiff, Park Place, Cardiff CF10 3AT, UK
| | - Louise J Jones
- Queen Mary University of London, Mile End Road, London E1 4NS, UK
| | - Timothy J Key
- University of Oxford, Wellington Square, Oxford OX1 2JD, UK
| | - Cliona C Kirwan
- University of Manchester, Oxford Road, Manchester M13 9PL, UK
| | - Anthony Kong
- University of Oxford, Wellington Square, Oxford OX1 2JD, UK
| | - Ian H Kunkler
- University of Edinburgh, South Bridge, Edinburgh EH8 9YL, UK
| | - Simon P Langdon
- University of Edinburgh, South Bridge, Edinburgh EH8 9YL, UK
| | - Martin O Leach
- The Institute of Cancer Research, 15 Cotswold Road, London SM2 5MG, UK
| | - David J Mann
- Imperial College London, Exhibition Rd, London SW7 2AZ, UK
| | - John F Marshall
- Queen Mary University of London, Mile End Road, London E1 4NS, UK
| | - Lesley Ann Martin
- The Institute of Cancer Research, 15 Cotswold Road, London SM2 5MG, UK
| | - Stewart G Martin
- University of Nottingham, University Park, Nottingham NG7 2RD, UK
| | | | | | | | | | - Sue M Moss
- Queen Mary University of London, Mile End Road, London E1 4NS, UK
| | - Paul Mullan
- Queen’s University Belfast, University Road, Belfast BT7 1NN, UK
| | - Rachel Natrajan
- The Institute of Cancer Research, 15 Cotswold Road, London SM2 5MG, UK
| | | | | | - Carlo Palmieri
- The University of Liverpool, Brownlow Hill, Liverpool L69 7ZX, UK
| | - Paul D P Pharoah
- Cancer Research UK, Cambridge Research Institute/University of Cambridge, Trinity Lane, Cambridge CB2 1TN, UK
| | - Emad A Rakha
- University of Nottingham, University Park, Nottingham NG7 2RD, UK
| | - Elizabeth Reed
- Princess Alice Hospice, West End Lane, Esher KT10 8NA, UK
| | - Simon P Robinson
- The Institute of Cancer Research, 15 Cotswold Road, London SM2 5MG, UK
| | - Erik Sahai
- London Research Institute, 44 Lincoln’s Inn Fields, London WC2A 3LY, UK
| | - John M Saxton
- University of East Anglia, Earlham Road, Norwich NR4 7TJ, UK
| | - Peter Schmid
- Brighton and Sussex Medical School, University of Sussex, Brighton, East Sussex BN1 9PX, UK
| | | | | | - Robert Stein
- University College London, Gower Street, London WC1E 6BT, UK
| | - John Stingl
- Cancer Research UK, Cambridge Research Institute/University of Cambridge, Trinity Lane, Cambridge CB2 1TN, UK
| | | | | | | | | | - Christine J Watson
- Cancer Research UK, Cambridge Research Institute/University of Cambridge, Trinity Lane, Cambridge CB2 1TN, UK
| | - Kaye J Williams
- University of Manchester, Oxford Road, Manchester M13 9PL, UK
| | - Leonie S Young
- Royal College of Surgeons Ireland, 123, St Stephen’s Green, Dublin 2, Ireland
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Langdon SP. Animal modeling of cancer pathology and studying tumor response to therapy. Curr Drug Targets 2013; 13:1535-47. [PMID: 22974396 DOI: 10.2174/138945012803530152] [Citation(s) in RCA: 33] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2011] [Revised: 04/13/2012] [Accepted: 09/07/2012] [Indexed: 11/22/2022]
Abstract
Animal models of human cancer have evolved in attempts to capture the complexity of the human disease. They encompass two broad types of model, namely those in which the tumor arises in situ and those in which cancer cells or tissue are transplanted. Currently human tumor xenografts are the most widely used model to help predict antitumor efficacy in a preclinical setting and xenograft results for certain disease types such as ovarian cancer and non-small cell lung cancer correlate well with clinical activity if the models are used under appropriate conditions. The genetically engineered mouse (GEM) models allow study of the effects of targeted inhibitors against defined molecular targets. These are becoming increasingly sophisticated to recapitulate the progression of tissue-specific molecular changes found within individual cancers. Non-germline GEM models possess the ability to study the impact of specific cancer genes without some of the limitations inherent in traditional GEM models. While rodents, particularly mice, have been the animal host most frequently used, there is increasing recognition of the value of using larger species especially dogs in the veterinary oncology setting. These have successfully modelled aspects of selected human cancers such as osteosarcoma, GIST and prostate cancer. Individually, these models have relative strengths and weaknesses in mimicking the human disease and appropriately reflecting its cellular and molecular pathology. This review will seek to address where these models can be best used to help predict response to therapeutics.
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Affiliation(s)
- Simon P Langdon
- Breakthrough Research Unit and Division of Pathology, Institute of Genetics and Molecular Medicine, University of Edinburgh, Western General Hospital, South Edinburgh, UK.
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Ward C, Langdon SP, Mullen P, Harris AL, Harrison DJ, Supuran CT, Kunkler IH. New strategies for targeting the hypoxic tumour microenvironment in breast cancer. Cancer Treat Rev 2013; 39:171-9. [PMID: 23063837 DOI: 10.1016/j.ctrv.2012.08.004] [Citation(s) in RCA: 150] [Impact Index Per Article: 13.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2012] [Accepted: 08/27/2012] [Indexed: 01/08/2023]
Abstract
Radiation and drug resistance remain major challenges and causes of mortality in the treatment of locally advanced, recurrent and metastatic breast cancer. Metabolic reprogramming is a recently recognised hallmark of cancer with the hypoxic acidic extracellular environment as a major driver of invasion and metastases. Nearly 40% of all breast cancers and 50% of locally advanced breast cancers are hypoxic and their altered metabolism is strongly linked to resistance to radiotherapy and systemic therapy. The dependence of metabolically adapted breast cancer cells on alterations in cell function presents a wide range of new therapeutic targets such as carbonic anhydrase IX (CAIX). This review highlights preclinical approaches to evaluating an array of targets against tumour metabolism in breast cancer and early phase clinical studies on efficacy.
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Affiliation(s)
- Carol Ward
- Breakthrough Breast Unit and Division of Pathology, Institute of Genetics and Molecular Medicine, University of Edinburgh, Western General Hospital, Crewe Road, Edinburgh EH4 2XU, UK.
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Meyer C, Sims AH, Morgan K, Harrison B, Muir M, Bai J, Faratian D, Millar RP, Langdon SP. Transcript and protein profiling identifies signaling, growth arrest, apoptosis, and NF-κB survival signatures following GNRH receptor activation. Endocr Relat Cancer 2013; 20. [PMID: 23202794 PMCID: PMC3573841 DOI: 10.1530/erc-12-0192] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.9] [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] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/06/2023]
Abstract
GNRH significantly inhibits proliferation of a proportion of cancer cell lines by activating GNRH receptor (GNRHR)-G protein signaling. Therefore, manipulation of GNRHR signaling may have an under-utilized role in treating certain breast and ovarian cancers. However, the precise signaling pathways necessary for the effect and the features of cellular responses remain poorly defined. We used transcriptomic and proteomic profiling approaches to characterize the effects of GNRHR activation in sensitive cells (HEK293-GNRHR, SCL60) in vitro and in vivo, compared to unresponsive HEK293. Analyses of gene expression demonstrated a dynamic response to the GNRH superagonist Triptorelin. Early and mid-phase changes (0.5-1.0 h) comprised mainly transcription factors. Later changes (8-24 h) included a GNRH target gene, CGA, and up- or downregulation of transcripts encoding signaling and cell division machinery. Pathway analysis identified altered MAPK and cell cycle pathways, consistent with occurrence of G(2)/M arrest and apoptosis. Nuclear factor kappa B (NF-κB) pathway gene transcripts were differentially expressed between control and Triptorelin-treated SCL60 cultures. Reverse-phase protein and phospho-proteomic array analyses profiled responses in cultured cells and SCL60 xenografts in vivo during Triptorelin anti-proliferation. Increased phosphorylated NF-κB (p65) occurred in SCL60 in vitro, and p-NF-κB and IκBε were higher in treated xenografts than controls after 4 days Triptorelin. NF-κB inhibition enhanced the anti-proliferative effect of Triptorelin in SCL60 cultures. This study reveals details of pathways interacting with intense GNRHR signaling, identifies potential anti-proliferative target genes, and implicates the NF-κB survival pathway as a node for enhancing GNRH agonist-induced anti-proliferation.
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Affiliation(s)
| | | | - Kevin Morgan
- Medical Research Council Human Reproductive Sciences UnitQueen's Medical Research Institute47 Little France Crescent, Edinburgh, EH16 4TJUK
| | | | | | | | | | - Robert P Millar
- Centre for Integrative PhysiologyUniversity of EdinburghEdinburgh, EH8 9XDUK
- Mammal Research InstituteUniversity Pretoria and UCT/MRC Receptor Biology Unit, University of Cape TownCape TownSouth Africa
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Hu H, Goltsov A, Bown JL, Sims AH, Langdon SP, Harrison DJ, Faratian D. Feedforward and feedback regulation of the MAPK and PI3K oscillatory circuit in breast cancer. Cell Signal 2013; 25:26-32. [DOI: 10.1016/j.cellsig.2012.09.014] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2012] [Revised: 08/30/2012] [Accepted: 09/12/2012] [Indexed: 10/27/2022]
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Lebedeva G, Yamaguchi A, Langdon SP, Macleod K, Harrison DJ. A model of estrogen-related gene expression reveals non-linear effects in transcriptional response to tamoxifen. BMC Syst Biol 2012; 6:138. [PMID: 23134774 PMCID: PMC3573949 DOI: 10.1186/1752-0509-6-138] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/16/2012] [Accepted: 10/26/2012] [Indexed: 12/15/2022]
Abstract
BACKGROUND Estrogen receptors alpha (ER) are implicated in many types of female cancers, and are the common target for anti-cancer therapy using selective estrogen receptor modulators (SERMs, such as tamoxifen). However, cell-type specific and patient-to-patient variability in response to SERMs (from suppression to stimulation of cancer growth), as well as frequent emergence of drug resistance, represents a serious problem. The molecular processes behind mixed effects of SERMs remain poorly understood, and this strongly motivates application of systems approaches. In this work, we aimed to establish a mathematical model of ER-dependent gene expression to explore potential mechanisms underlying the variable actions of SERMs. RESULTS We developed an equilibrium model of ER binding with 17β-estradiol, tamoxifen and DNA, and linked it to a simple ODE model of ER-induced gene expression. The model was parameterised on the broad range of literature available experimental data, and provided a plausible mechanistic explanation for the dual agonism/antagonism action of tamoxifen in the reference cell line used for model calibration. To extend our conclusions to other cell types we ran global sensitivity analysis and explored model behaviour in the wide range of biologically plausible parameter values, including those found in cancer cells. Our findings suggest that transcriptional response to tamoxifen is controlled in a complex non-linear way by several key parameters, including ER expression level, hormone concentration, amount of ER-responsive genes and the capacity of ER-tamoxifen complexes to stimulate transcription (e.g. by recruiting co-regulators of transcription). The model revealed non-monotonic dependence of ER-induced transcriptional response on the expression level of ER, that was confirmed experimentally in four variants of the MCF-7 breast cancer cell line. CONCLUSIONS We established a minimal mechanistic model of ER-dependent gene expression, that predicts complex non-linear effects in transcriptional response to tamoxifen in the broad range of biologically plausible parameter values. Our findings suggest that the outcome of a SERM's action is defined by several key components of cellular micro-environment, that may contribute to cell-type-specific effects of SERMs and justify the need for the development of combinatorial biomarkers for more accurate prediction of the efficacy of SERMs in specific cell types.
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Affiliation(s)
- Galina Lebedeva
- Centre for Synthetic and Systems Biology, University of Edinburgh, CH Waddington Building, the Kings Buildings, Mayfield Road, EH9 3JD, Edinburgh, UK.
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Abstract
Human tumor cell lines have provided valuable model systems to study a wide variety of tumor characteristics including the cell biology, genetics, and chemosensitivity profiles of disease. A large number of ovarian cancer cell lines have now been established and are in widespread use Table 1) (1-15). Many of these have been selected to reflect specific situations, e.g., pre- and postchemotherapy models or different histo- logical subtypes. Table 1 Properties of Established Ovarian Carcinoma Cell Lines Prior Cell Line Histology Source Treatment Ref. PE01 P.D. Serous adenoca Ascites P/FU/CHL 1 PE04 P.D. Serous adenoca Ascites P/FU/CHL 1 PE06 P.D. Serous adenoca Ascites P/FU/CHL 2 PEA1 P.D. Adenoca Pleural None 2 PEA2 P.D. Adenoca Ascites P/Pred 2 PE016 P.D. Serous adenoca Ascites Radioth 2 PE014 W.D.Serous adenoca Ascites None 2 T014 W.D.Serous adenoca Sol. Met None 2 PE023 W.D.Serous adenoca Ascites P/CHL 2 SKOV-3 Adenoca Ascites T 3 SW626 Adenoca - - 3 OVCAR-2 Adenoca Ascites P/Cy 4 OVCAR-3 P.D. papillary adenoca Ascites P/Cy/Adr 5 OVCAR-4 Adenoca Ascites P/Cy/Adr 6 OVCAR-5 Adenoca Ascites None 7 OAW 28 Adenoca Ascites P / Mel 8 OAW 42 Serous adenoca Ascites P 8 41M Adenoca Ascites None 9 59M Endometr adenoca Ascites None 8 CH1 Papillary adenoca Ascites P/ JM8 8 138D Serous adenoca Ascites Carb 9 180D Adenoca Ascites P 9 200D Serous adenoca Solid None 9 253D Serous adenoca Ascites Cy/MPA 9 HOC-1 W.D. Serous adenoca Ascites None 10 HOC-7 W.D. Serous adenoca Ascites None 10 CAOV-3 Adenoca Tumour Cy/Adr/FU 10 COLO 110 Serous adenoca Sol. Met None 11 COLO 316 Serous adenoca Pleural None 11 COLO 319 Serous adenoca Ascites None 11 COLO 330 Serous adenoca Ascites Mel/Radiother 11 IGROV1 Adenoca Primary None 12 HTOA W.D. serous adenoca Primary None 13 OV-1063 Papillary adenoca Ascites Cy/Adr/P/HMM 14 DO-s W.D. mucinous adenoca Ascites - 15 P.D. = Poorly differentiated; W.D. = Well differentiated; adenoca = adenocarcinoma; pleural = pleural effusion; Sol.met. = solid metastasis; P = cisplatin; FU = 5-fluorouracil; CHL = chlorambucil; Pred = prednimustine; Radioth = radiotherapy; T = thiotepa; Cy = cyclophosphamide; Adr = adriamycin; Mel = melphalan; Carb = carboplatin; MPA = medroxyprogesterone actetate; HMM = examethylmelamine.
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Affiliation(s)
- S P Langdon
- Imperial Cancer Research Fund, Medical Oncology Unit, Western General Hospital, Edinburgh, Scotland
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Winum JY, Carta F, Ward C, Mullen P, Harrison D, Langdon SP, Cecchi A, Scozzafava A, Kunkler I, Supuran CT. Ureido-substituted sulfamates show potent carbonic anhydrase IX inhibitory and antiproliferative activities against breast cancer cell lines. Bioorg Med Chem Lett 2012; 22:4681-5. [DOI: 10.1016/j.bmcl.2012.05.083] [Citation(s) in RCA: 49] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2012] [Revised: 05/21/2012] [Accepted: 05/21/2012] [Indexed: 10/28/2022]
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Sims AH, Zweemer AJM, Nagumo Y, Faratian D, Muir M, Dodds M, Um I, Kay C, Hasmann M, Harrison DJ, Langdon SP. Defining the molecular response to trastuzumab, pertuzumab and combination therapy in ovarian cancer. Br J Cancer 2012; 106:1779-89. [PMID: 22549178 PMCID: PMC3364568 DOI: 10.1038/bjc.2012.176] [Citation(s) in RCA: 36] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022] Open
Abstract
BACKGROUND Trastuzumab and pertuzumab target the Human Epidermal growth factor Receptor 2 (HER2). Combination therapy has been shown to provide enhanced antitumour activity; however, the downstream signalling to explain how these drugs mediate their response is not clearly understood. METHODS Transcriptome profiling was performed after 4 days of trastuzumab, pertuzumab and combination treatment in human ovarian cancer in vivo. Signalling pathways identified were validated and investigated in primary ovarian xenografts at the protein level and across a timeseries. RESULTS A greater number and variety of genes were differentially expressed by the combination of antibody therapies compared with either treatment alone. Protein levels of cyclin-dependent kinase inhibitors p21 and p27 were increased in response to both agents and further by the combination; pERK signalling was inhibited by all treatments; but only pertuzumab inhibited pAkt signalling. The expression of proliferation, apoptosis, cell division and cell-cycle markers was distinct in a panel of primary ovarian cancer xenografts, suggesting the heterogeneity of response in ovarian cancer and a need to establish predictive biomarkers. CONCLUSION This first comprehensive study of the molecular response to trastuzumab, pertuzumab and combined therapy in vivo highlights both common and distinct downstream effects to agents used alone or in combination, suggesting that complementary pathways may be involved.
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Affiliation(s)
- A H Sims
- Edinburgh Breakthrough Research Unit, Division of Pathology, Institute of Genetics and Molecular Medicine, University of Edinburgh, Western General Hospital, Crewe Road South, Edinburgh EH4 2XU, UK.
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Huang R, Langdon SP, Harrison DJ, Faratian D. Abstract 4085: The roles of HDACs in chromatin remodelling and response to chemotherapy in cancer. Cancer Res 2012. [DOI: 10.1158/1538-7445.am2012-4085] [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: Chromatin is dynamic in higher-order structure in response to extracellular and environmental signals. We observed nuclear morphological changes in clinical cancer tissues after chemotherapy. Since chromatin structure dictates gene expression, and therefore function, further investigation of this phenomenon may help us to better understand therapeutic responses. We hypothesise that nuclear morphological changes in cancer in response to DNA-damage by chemotherapy are mediated by histone deacetylases (HDACs). Methods: Ovarian cancer cell lines PEO1/PEO4 (platinum sensitive/resistant) were selected as in vitro models, and primary ovarian cancer xenografts OV1002 and HOX424 as in vivo models. Expression levels of HDACs and heterochromatin protein 1 (HP1) were screened by reverse phase protein array (RPPA) and western blot after treatment with cisplatin. Immunofluorescence imaging was undertaken using confocal microscopy and nuclear texture was measured in Image J using GLCM texture analysis plugin. 38 ovarian cancer patient and 175 xenograft samples were assessed for HDAC and HP1 expression in response to chemotherapy by quantitative immunofluorescence. HDAC2 expression was modulated by interfering RNAs (siRNA). Results: We demonstrate nuclear morphological changes in clinical tumours, xenografts, and cell lines in response to platinum chemotherapy. HDACs and HP1 isoforms showed differential expression in a panel of 25 ovarian cancer cell lines associated with response to chemotherapy with increased expression in treated or resistant lines. Expression of HDACs increased in PEO1 cells treated with cisplatin in a time-dependent fashion. This was accompanied by quantifiable changes in nuclear texture (increased heterogeneity), and high expression of HP1s at early time point (4-24h). The proliferation of PEO1 cells was inhibited and HP1 protein expression decreased after HDAC2 knockdown. In clinical specimens, HDAC8 and HP1 gamma expression significantly increased after chemotherapy, and class I HDAC (1, 2, and 8) and HP1 expression were increased after carboplatin treatment in carboplatin-sensitive xenografts. Chromatin conformation, DNA damage response, and cell cycle progression showed sequential changes over time with carboplatin treatment. Conclusion: These results demonstrate alterations in chromatin structure after chemotherapy, and implicate the role of class I HDACs in higher order chromatin changes and the DNA damage response in ovarian cancer in vitro and in vivo.
Citation Format: {Authors}. {Abstract title} [abstract]. In: Proceedings of the 103rd Annual Meeting of the American Association for Cancer Research; 2012 Mar 31-Apr 4; Chicago, IL. Philadelphia (PA): AACR; Cancer Res 2012;72(8 Suppl):Abstract nr 4085. doi:1538-7445.AM2012-4085
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Affiliation(s)
- Rui Huang
- 1Division of Pathology, Institute of Genetics and Molecular Medicine, University of Edinburgh, Edinburgh, United Kingdom
| | - Simon P. Langdon
- 1Division of Pathology, Institute of Genetics and Molecular Medicine, University of Edinburgh, Edinburgh, United Kingdom
| | - David J. Harrison
- 1Division of Pathology, Institute of Genetics and Molecular Medicine, University of Edinburgh, Edinburgh, United Kingdom
| | - Dana Faratian
- 1Division of Pathology, Institute of Genetics and Molecular Medicine, University of Edinburgh, Edinburgh, United Kingdom
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Francis KE, Faratian D, Kay C, Mullen P, Langdon SP, Harrison DJ. Abstract 3642: Phospho-CHK1 as a prognostic biomarker in ovarian cancer and a potential target in platinum-resistant disease. Cancer Res 2012. [DOI: 10.1158/1538-7445.am2012-3642] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Purpose: Ovarian cancer frequently relapses due to inherent or acquired resistance to platinum-based therapy. To increase therapeutic response, the checkpoint kinases 1 and 2 (CHK1, CHK2) are being targeted in early clinical trials in combination with DNA damaging agents due to their roles in sensing DNA damage and inducing cell cycle arrest. Due to the limited studies on the use of biomarkers to overcome platinum resistance, we set out to characterize potential targets in a cohort of ovarian tumors and paired platinum sensitivity ovarian cancer cell lines. Methods: Total and phospho-protein expression were measured in a panel of 12 ovarian cancer cell lines using antibody arrays in order to characterize signaling pathways. Differentially expressed proteins were measured in a cohort of 128 pre-treatment malignant ovarian tumour lysates using reverse phase protein arrays. Sulforhodamine B cytotoxicity assays were used to assess the DNA damage response relevance of potential targets in paired platinum-sensitive and -resistant ovarian cancer cell lines. Results: Cell line expression clustering identified two groups that differed in patient history: predominantly platinum-based chemotherapy or chemotherapy-naïve background. The overexpressed proteins in the former cluster comprised mainly DNA damage response proteins including p-CHK1 (Ser317) and p-CHK2 (Ser516) implicating these proteins as potential mediators of platinum resistance. Though p-CHK2 had no prognostic value, high p-CHK1 levels were associated with poor overall survival in univariate analysis (medians 21 vs 38 months; corrected P=0.03). In multivariate analysis using a Cox proportional hazard model with other significant factors from univariate analysis (platinum sensitivity, stage, grade, residual disease, and histology), high p-CHK1 tumors had a relative risk of 3.0 (95% CI 1.1 - 8.0, P=0.03), 5.6 for platinum sensitivity (95% CI 2.8-11.1, P<0.001), 1.9 for tumor stage (95% CI 1.2-3.1, P=0.005), and 1.5 for histology (95% CI 1.1-1.9, P=0.004). CHK1 is phosphorylated at Ser317 during DNA damage and accordingly the DNA damage marker p-H2AX (Ser139) was highly expressed in the high p-CHK1 tumor group (P=0.008). The CHK1/2 inhibitor AZD7762 addition had variable effects on the cisplatin dose response when comparing the platinum-sensitive to the paired platinum-resistant cell lines. 50 nM AZD7762 (5.7% growth inhibition) and cisplatin treatment of the platinum resistant PEO4 cells induced a cisplatin concentration response (combination IC50=1.7μM vs cisplatin IC50=9.8μM) similar to that of its paired platinum sensitive PEO1 cell line (cisplatin IC50=2.7μM). Conclusion: This is the first study to identify p-CHK1 as an independent prognostic ovarian cancer biomarker and supports CHK1 as a therapeutic target in platinum-resistant ovarian cancer.
Citation Format: {Authors}. {Abstract title} [abstract]. In: Proceedings of the 103rd Annual Meeting of the American Association for Cancer Research; 2012 Mar 31-Apr 4; Chicago, IL. Philadelphia (PA): AACR; Cancer Res 2012;72(8 Suppl):Abstract nr 3642. doi:1538-7445.AM2012-3642
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Affiliation(s)
- Kyle E. Francis
- 1Division of Pathology, University of Edinburgh, Edinburgh, United Kingdom
| | - Dana Faratian
- 1Division of Pathology, University of Edinburgh, Edinburgh, United Kingdom
| | - Charlene Kay
- 1Division of Pathology, University of Edinburgh, Edinburgh, United Kingdom
| | - Peter Mullen
- 1Division of Pathology, University of Edinburgh, Edinburgh, United Kingdom
| | - Simon P. Langdon
- 1Division of Pathology, University of Edinburgh, Edinburgh, United Kingdom
| | - David J. Harrison
- 1Division of Pathology, University of Edinburgh, Edinburgh, United Kingdom
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Ng CKY, Cooke SL, Howe K, Newman S, Xian J, Temple J, Batty EM, Pole JCM, Langdon SP, Edwards PAW, Brenton JD. The role of tandem duplicator phenotype in tumour evolution in high-grade serous ovarian cancer. J Pathol 2012; 226:703-12. [PMID: 22183581 DOI: 10.1002/path.3980] [Citation(s) in RCA: 54] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2011] [Revised: 12/02/2011] [Accepted: 12/10/2011] [Indexed: 01/06/2023]
Abstract
High-grade serous ovarian carcinoma (HGSOC) is characterized by genomic instability, ubiquitous TP53 loss, and frequent development of platinum resistance. Loss of homologous recombination (HR) is a mutator phenotype present in 50% of HGSOCs and confers hypersensitivity to platinum treatment. We asked which other mutator phenotypes are present in HGSOC and how they drive the emergence of platinum resistance. We performed whole-genome paired-end sequencing on a model of two HGSOC cases, each consisting of a pair of cell lines established before and after clinical resistance emerged, to describe their structural variants (SVs) and to infer their ancestral genomes as the SVs present within each pair. The first case (PEO1/PEO4), with HR deficiency, acquired translocations and small deletions through its early evolution, but a revertant BRCA2 mutation restoring HR function in the resistant lineage re-stabilized its genome and reduced platinum sensitivity. The second case (PEO14/PEO23) had 216 tandem duplications and did not show evidence of HR or mismatch repair deficiency. By comparing the cell lines to the tissues from which they originated, we showed that the tandem duplicator mutator phenotype arose early in progression in vivo and persisted throughout evolution in vivo and in vitro, which may have enabled continual evolution. From the analysis of SNP array data from 454 HGSOC cases in The Cancer Genome Atlas series, we estimate that 12.8% of cases show patterns of aberrations similar to the tandem duplicator, and this phenotype is mutually exclusive with BRCA1/2 carrier mutations.
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MESH Headings
- Antineoplastic Agents/therapeutic use
- BRCA1 Protein/genetics
- BRCA2 Protein/genetics
- Cell Line, Tumor
- Drug Resistance, Neoplasm/genetics
- Evolution, Molecular
- Female
- Gene Deletion
- Gene Duplication
- Genetic Predisposition to Disease
- Homologous Recombination
- Humans
- Mutation
- Neoplasm Grading
- Neoplasms, Cystic, Mucinous, and Serous/genetics
- Neoplasms, Cystic, Mucinous, and Serous/pathology
- Oligonucleotide Array Sequence Analysis
- Ovarian Neoplasms/drug therapy
- Ovarian Neoplasms/genetics
- Ovarian Neoplasms/pathology
- Phenotype
- Platinum Compounds/therapeutic use
- Polymorphism, Single Nucleotide
- Sequence Analysis, DNA
- Tandem Repeat Sequences
- Translocation, Genetic
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Affiliation(s)
- Charlotte K Y Ng
- Cancer Research UK Cambridge Research Institute, Li Ka Shing Centre, Robinson Way, Cambridge, CB2 0RE, UK
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