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Pencik J, Schlederer M, Gruber W, Unger C, Walker SM, Chalaris A, Marié IJ, Hassler MR, Javaheri T, Aksoy O, Blayney JK, Prutsch N, Skucha A, Herac M, Krämer OH, Mazal P, Grebien F, Egger G, Poli V, Mikulits W, Eferl R, Esterbauer H, Kennedy R, Fend F, Scharpf M, Braun M, Perner S, Levy DE, Malcolm T, Turner SD, Haitel A, Susani M, Moazzami A, Rose-John S, Aberger F, Merkel O, Moriggl R, Culig Z, Dolznig H, Kenner L. STAT3 regulated ARF expression suppresses prostate cancer metastasis. Nat Commun 2015; 6:7736. [PMID: 26198641 PMCID: PMC4525303 DOI: 10.1038/ncomms8736] [Citation(s) in RCA: 120] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2015] [Accepted: 06/04/2015] [Indexed: 12/27/2022] Open
Abstract
Prostate cancer (PCa) is the most prevalent cancer in men. Hyperactive STAT3 is thought to be oncogenic in PCa. However, targeting of the IL-6/STAT3 axis in PCa patients has failed to provide therapeutic benefit. Here we show that genetic inactivation of Stat3 or IL-6 signalling in a Pten-deficient PCa mouse model accelerates cancer progression leading to metastasis. Mechanistically, we identify p19(ARF) as a direct Stat3 target. Loss of Stat3 signalling disrupts the ARF-Mdm2-p53 tumour suppressor axis bypassing senescence. Strikingly, we also identify STAT3 and CDKN2A mutations in primary human PCa. STAT3 and CDKN2A deletions co-occurred with high frequency in PCa metastases. In accordance, loss of STAT3 and p14(ARF) expression in patient tumours correlates with increased risk of disease recurrence and metastatic PCa. Thus, STAT3 and ARF may be prognostic markers to stratify high from low risk PCa patients. Our findings challenge the current discussion on therapeutic benefit or risk of IL-6/STAT3 inhibition.
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Dunne PD, Dasgupta S, Blayney JK, McArt DG, Redmond KL, Weir JA, Bradley CA, Sasazuki T, Shirasawa S, Wang T, Srivastava S, Ong CW, Arthur K, Salto-Tellez M, Wilson RH, Johnston PG, Van Schaeybroeck S. EphA2 Expression Is a Key Driver of Migration and Invasion and a Poor Prognostic Marker in Colorectal Cancer. Clin Cancer Res 2015; 22:230-242. [PMID: 26283684 DOI: 10.1158/1078-0432.ccr-15-0603] [Citation(s) in RCA: 99] [Impact Index Per Article: 9.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2015] [Accepted: 07/30/2015] [Indexed: 12/20/2022]
Abstract
PURPOSE EphA2, a member of the Eph receptor tyrosine kinases family, is an important regulator of tumor initiation, neovascularization, and metastasis in a wide range of epithelial and mesenchymal cancers; however, its role in colorectal cancer recurrence and progression is unclear. EXPERIMENTAL DESIGN EphA2 expression was determined by immunohistochemistry in stage II/III colorectal tumors (N = 338), and findings correlated with clinical outcome. The correlation between EphA2 expression and stem cell markers CD44 and Lgr5 was examined. The role of EphA2 in migration/invasion was assessed using a panel of KRAS wild-type (WT) and mutant (MT) parental and invasive colorectal cancer cell line models. RESULTS Colorectal tumors displayed significantly higher expression levels of EphA2 compared with matched normal tissue, which positively correlated with high CD44 and Lgr5 expression levels. Moreover, high EphA2 mRNA and protein expression were found to be associated with poor overall survival in stage II/III colorectal cancer tissues, in both univariate and multivariate analyses. Preclinically, we found that EphA2 was highly expressed in KRASMT colorectal cancer cells and that EphA2 levels are regulated by the KRAS-driven MAPK and RalGDS-RalA pathways. Moreover, EphA2 levels were elevated in several invasive daughter cell lines, and downregulation of EphA2 using RNAi or recombinant EFNA1 suppressed migration and invasion of KRASMT colorectal cancer cells. CONCLUSIONS These data show that EpHA2 is a poor prognostic marker in stage II/III colorectal cancer, which may be due to its ability to promote cell migration and invasion, providing support for the further investigation of EphA2 as a novel prognostic biomarker and therapeutic target.
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Research Support, Non-U.S. Gov't |
10 |
99 |
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Lightbody G, Haberland V, Browne F, Taggart L, Zheng H, Parkes E, Blayney JK. Review of applications of high-throughput sequencing in personalized medicine: barriers and facilitators of future progress in research and clinical application. Brief Bioinform 2019; 20:1795-1811. [PMID: 30084865 PMCID: PMC6917217 DOI: 10.1093/bib/bby051] [Citation(s) in RCA: 97] [Impact Index Per Article: 16.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2018] [Revised: 05/01/2018] [Indexed: 12/28/2022] Open
Abstract
There has been an exponential growth in the performance and output of sequencing technologies (omics data) with full genome sequencing now producing gigabases of reads on a daily basis. These data may hold the promise of personalized medicine, leading to routinely available sequencing tests that can guide patient treatment decisions. In the era of high-throughput sequencing (HTS), computational considerations, data governance and clinical translation are the greatest rate-limiting steps. To ensure that the analysis, management and interpretation of such extensive omics data is exploited to its full potential, key factors, including sample sourcing, technology selection and computational expertise and resources, need to be considered, leading to an integrated set of high-performance tools and systems. This article provides an up-to-date overview of the evolution of HTS and the accompanying tools, infrastructure and data management approaches that are emerging in this space, which, if used within in a multidisciplinary context, may ultimately facilitate the development of personalized medicine.
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Review |
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Dunne PD, McArt DG, Blayney JK, Kalimutho M, Greer S, Wang T, Srivastava S, Ong CW, Arthur K, Loughrey M, Redmond K, Longley DB, Salto-Tellez M, Johnston PG, Van Schaeybroeck S. AXL is a key regulator of inherent and chemotherapy-induced invasion and predicts a poor clinical outcome in early-stage colon cancer. Clin Cancer Res 2014; 20:164-75. [PMID: 24170546 PMCID: PMC3885388 DOI: 10.1158/1078-0432.ccr-13-1354] [Citation(s) in RCA: 85] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
PURPOSE Despite the use of 5-fluorouracil (5-FU)-based adjuvant treatments, a large proportion of patients with high-risk stage II/III colorectal cancer will relapse. Thus, novel therapeutic strategies are needed for early-stage colorectal cancer. Residual micrometastatic disease from the primary tumor is a major cause of patient relapse. EXPERIMENTAL DESIGN To model colorectal cancer tumor cell invasion/metastasis, we have generated invasive (KRASMT/KRASWT/+chr3/p53-null) colorectal cancer cell subpopulations. Receptor tyrosine kinase (RTK) screens were used to identify novel proteins that underpin the migratory/invasive phenotype. Migration/invasion was assessed using the XCELLigence system. Tumors from patients with early-stage colorectal cancer (N = 336) were examined for AXL expression. RESULTS Invasive colorectal cancer cell subpopulations showed a transition from an epithelial-to-mesenchymal like phenotype with significant increases in migration, invasion, colony-forming ability, and an attenuation of EGF receptor (EGFR)/HER2 autocrine signaling. RTK arrays showed significant increases in AXL levels in all invasive sublines. Importantly, 5-FU treatment resulted in significantly increased migration and invasion, and targeting AXL using pharmacologic inhibition or RNA interference (RNAi) approaches suppressed basal and 5-FU-induced migration and invasion. Significantly, high AXL mRNA and protein expression were found to be associated with poor overall survival in early-stage colorectal cancer tissues. CONCLUSIONS We have identified AXL as a poor prognostic marker and important mediator of cell migration/invasiveness in colorectal cancer. These findings provide support for the further investigation of AXL as a novel prognostic biomarker and therapeutic target in colorectal cancer, in particular in the adjuvant disease in which EGFR/VEGF-targeted therapies have failed.
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Van Schaeybroeck S, Kalimutho M, Dunne PD, Carson R, Allen W, Jithesh PV, Redmond KL, Sasazuki T, Shirasawa S, Blayney J, Michieli P, Fenning C, Lenz HJ, Lawler M, Longley DB, Johnston PG. ADAM17-dependent c-MET-STAT3 signaling mediates resistance to MEK inhibitors in KRAS mutant colorectal cancer. Cell Rep 2014; 7:1940-55. [PMID: 24931611 DOI: 10.1016/j.celrep.2014.05.032] [Citation(s) in RCA: 84] [Impact Index Per Article: 7.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2012] [Revised: 03/01/2014] [Accepted: 05/12/2014] [Indexed: 12/28/2022] Open
Abstract
There are currently no approved targeted therapies for advanced KRAS mutant (KRASMT) colorectal cancer (CRC). Using a unique systems biology approach, we identified JAK1/2-dependent activation of STAT3 as the key mediator of resistance to MEK inhibitors in KRASMT CRC in vitro and in vivo. Further analyses identified acute increases in c-MET activity following treatment with MEK inhibitors in KRASMT CRC models, which was demonstrated to promote JAK1/2-STAT3-mediated resistance. Furthermore, activation of c-MET following MEK inhibition was found to be due to inhibition of the ERK-dependent metalloprotease ADAM17, which normally inhibits c-MET signaling by promoting shedding of its endogenous antagonist, soluble "decoy" MET. Most importantly, pharmacological blockade of this resistance pathway with either c-MET or JAK1/2 inhibitors synergistically increased MEK-inhibitor-induced apoptosis and growth inhibition in vitro and in vivo in KRASMT models, providing clear rationales for the clinical assessment of these combinations in KRASMT CRC patients.
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Gorski JJ, Savage KI, Mulligan JM, McDade SS, Blayney JK, Ge Z, Harkin DP. Profiling of the BRCA1 transcriptome through microarray and ChIP-chip analysis. Nucleic Acids Res 2011; 39:9536-48. [PMID: 21880590 PMCID: PMC3239190 DOI: 10.1093/nar/gkr679] [Citation(s) in RCA: 41] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2011] [Revised: 07/27/2011] [Accepted: 08/01/2011] [Indexed: 11/16/2022] Open
Abstract
A role for BRCA1 in the direct and indirect regulation of transcription is well established. However, a comprehensive view of the degree to which BRCA1 impacts transcriptional regulation on a genome-wide level has not been defined. We performed genome-wide expression profiling and ChIP-chip analysis, comparison of which revealed that although BRCA1 depletion results in transcriptional changes in 1294 genes, only 44 of these are promoter bound by BRCA1. However, 27% of these transcripts were linked to transcriptional regulation possibly explaining the large number of indirect transcriptional changes observed by microarray analysis. We show that no specific consensus sequence exists for BRCA1 DNA binding but rather demonstrate the presence of a number of known and novel transcription factor (TF)- binding sites commonly found on BRCA1 bound promoters. Co-immunoprecipitations confirmed that BRCA1 interacts with a number of these TFs including AP2-α, PAX2 and ZF5. Finally, we show that BRCA1 is bound to a subset of promoters of genes that are not altered by BRCA1 loss, but are transcriptionally regulated in a BRCA1-dependent manner upon DNA damage. These data suggest a model, whereby BRCA1 is present on defined promoters as part of an inactive complex poised to respond to various genotoxic stimuli.
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Humphries MP, Hynes S, Bingham V, Cougot D, James J, Patel-Socha F, Parkes EE, Blayney JK, O'Rorke MA, Irwin GW, McArt DG, Kennedy RD, Mullan PB, McQuaid S, Salto-Tellez M, Buckley NE. Automated Tumour Recognition and Digital Pathology Scoring Unravels New Role for PD-L1 in Predicting Good Outcome in ER-/HER2+ Breast Cancer. JOURNAL OF ONCOLOGY 2018; 2018:2937012. [PMID: 30651729 PMCID: PMC6311859 DOI: 10.1155/2018/2937012] [Citation(s) in RCA: 37] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/23/2018] [Revised: 10/30/2018] [Accepted: 11/15/2018] [Indexed: 12/31/2022]
Abstract
The role of PD-L1 as a prognostic and predictive biomarker is an area of great interest. However, there is a lack of consensus on how to deliver PD-L1 as a clinical biomarker. At the heart of this conundrum is the subjective scoring of PD-L1 IHC in most studies to date. Current standard scoring systems involve separation of epithelial and inflammatory cells and find clinical significance in different percentages of expression, e.g., above or below 1%. Clearly, an objective, reproducible and accurate approach to PD-L1 scoring would bring a degree of necessary consistency to this landscape. Using a systematic comparison of technologies and the application of QuPath, a digital pathology platform, we show that high PD-L1 expression is associated with improved clinical outcome in Triple Negative breast cancer in the context of standard of care (SoC) chemotherapy, consistent with previous findings. In addition, we demonstrate for the first time that high PD-L1 expression is also associated with better outcome in ER- disease as a whole including HER2+ breast cancer. We demonstrate the influence of antibody choice on quantification and clinical impact with the Ventana antibody (SP142) providing the most robust assay in our hands. Through sampling different regions of the tumour, we show that tumour rich regions display the greatest range of PD-L1 expression and this has the most clinical significance compared to stroma and lymphoid rich areas. Furthermore, we observe that both inflammatory and epithelial PD-L1 expression are associated with improved survival in the context of chemotherapy. Moreover, as seen with PD-L1 inhibitor studies, a low threshold of PD-L1 expression stratifies patient outcome. This emphasises the importance of using digital pathology and precise biomarker quantitation to achieve accurate and reproducible scores that can discriminate low PD-L1 expression.
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Buckley NE, Nic An tSaoir CB, Blayney JK, Oram LC, Crawford NT, D’Costa ZC, Quinn JE, Kennedy RD, Harkin DP, Mullan PB. BRCA1 is a key regulator of breast differentiation through activation of Notch signalling with implications for anti-endocrine treatment of breast cancers. Nucleic Acids Res 2013; 41:8601-14. [PMID: 23863842 PMCID: PMC3794588 DOI: 10.1093/nar/gkt626] [Citation(s) in RCA: 36] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/17/2012] [Revised: 06/24/2013] [Accepted: 06/26/2013] [Indexed: 12/17/2022] Open
Abstract
Here, we show for the first time, that the familial breast/ovarian cancer susceptibility gene BRCA1 activates the Notch pathway in breast cells by transcriptional upregulation of Notch ligands and receptors in both normal and cancer cells. We demonstrate through chromatin immunoprecipitation assays that BRCA1 is localized to a conserved intronic enhancer region within the Notch ligand Jagged-1 (JAG1) gene, an event requiring ΔNp63. We propose that this BRCA1/ΔNp63-mediated induction of JAG1 may be important the regulation of breast stem/precursor cells, as knockdown of all three proteins resulted in increased tumoursphere growth and increased activity of stem cell markers such as Aldehyde Dehydrogenase 1 (ALDH1). Knockdown of Notch1 and JAG1 phenocopied BRCA1 knockdown resulting in the loss of Estrogen Receptor-α (ER-α) expression and other luminal markers. A Notch mimetic peptide could activate an ER-α promoter reporter in a BRCA1-dependent manner, whereas Notch inhibition using a γ-secretase inhibitor reversed this process. We demonstrate that inhibition of Notch signalling resulted in decreased sensitivity to the anti-estrogen drug Tamoxifen but increased expression of markers associated with basal-like breast cancer. Together, these findings suggest that BRCA1 transcriptional upregulation of Notch signalling is a key event in the normal differentiation process in breast tissue.
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Paul I, Savage KI, Blayney JK, Lamers E, Gately K, Kerr K, Sheaff M, Arthur K, Richard DJ, Hamilton PW, James JA, O'Byrne KJ, Harkin DP, Quinn JE, Fennell DA. PARP inhibition induces BAX/BAK-independent synthetic lethality of BRCA1-deficient non-small cell lung cancer. J Pathol 2011; 224:564-74. [PMID: 21706479 DOI: 10.1002/path.2925] [Citation(s) in RCA: 31] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2011] [Revised: 04/07/2011] [Accepted: 04/13/2011] [Indexed: 01/09/2023]
Abstract
Evasion of apoptosis contributes to both tumourigenesis and drug resistance in non-small cell lung carcinoma (NSCLC). The pro-apoptotic BCL-2 family proteins BAX and BAK are critical regulators of mitochondrial apoptosis. New strategies for targeting NSCLC in a mitochondria-independent manner should bypass this common mechanism of apoptosis block. BRCA1 mutation frequency in lung cancer is low; however, decreased BRCA1 mRNA and protein expression levels have been reported in a significant proportion of lung adenocarcinomas. BRCA1 mutation/deficiency confers a defect in homologous recombination DNA repair that has been exploited by synthetic lethality through inhibition of PARP (PARPi) in breast and ovarian cells; however, it is not known whether this same synthetic lethal mechanism exists in NSCLC cells. Additionally, it is unknown whether the mitochondrial apoptotic pathway is required for BRCA1/PARPi-mediated synthetic lethality. Here we demonstrate that silencing of BRCA1 expression by RNA interference sensitizes NSCLC cells to PARP inhibition. Importantly, this sensitivity was not attenuated in cells harbouring mitochondrial apoptosis block induced by co-depletion of BAX and BAK. Furthermore, we demonstrate that BRCA1 inhibition cannot override platinum resistance, which is often mediated by loss of mitochondrial apoptosis signalling, but can still sensitize to PARP inhibition. Finally we demonstrate the existence of a BRCA1-deficient subgroup (11-19%) of NSCLC patients by analysing BRCA1 protein levels using immunohistochemistry in two independent primary NSCLC cohorts. Taken together, the existence of BRCA1-immunodeficient NSCLC suggests that this molecular subgroup could be effectively targeted by PARP inhibitors in the clinic and that PARP inhibitors could be used for the treatment of BRCA1-immunodeficient, platinum-resistant tumours.
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Research Support, Non-U.S. Gov't |
14 |
31 |
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Blayney JK, Ceresoli GL, Castagneto B, O’Brien ME, Hasan B, Sylvester R, Rudd R, Steele J, Busacca S, Porta C, Mutti L, O’Byrne KJ, Scullin P, Gaafar R, Baas P, Van Meerbeeck J, Fennell DA. Response to chemotherapy is predictive in relation to longer overall survival in an individual patient combined-analysis with pleural mesothelioma. Eur J Cancer 2012; 48:2983-92. [DOI: 10.1016/j.ejca.2012.05.018] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2012] [Accepted: 05/15/2012] [Indexed: 10/28/2022]
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Blayney JK, Davison T, McCabe N, Walker S, Keating K, Delaney T, Greenan C, Williams AR, McCluggage WG, Capes-Davis A, Harkin DP, Gourley C, Kennedy RD. Prior knowledge transfer across transcriptional data sets and technologies using compositional statistics yields new mislabelled ovarian cell line. Nucleic Acids Res 2016; 44:e137. [PMID: 27353327 PMCID: PMC5041471 DOI: 10.1093/nar/gkw578] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2016] [Revised: 05/17/2016] [Accepted: 06/16/2016] [Indexed: 01/03/2023] Open
Abstract
Here, we describe gene expression compositional assignment (GECA), a powerful, yet simple method based on compositional statistics that can validate the transfer of prior knowledge, such as gene lists, into independent data sets, platforms and technologies. Transcriptional profiling has been used to derive gene lists that stratify patients into prognostic molecular subgroups and assess biomarker performance in the pre-clinical setting. Archived public data sets are an invaluable resource for subsequent in silico validation, though their use can lead to data integration issues. We show that GECA can be used without the need for normalising expression levels between data sets and can outperform rank-based correlation methods. To validate GECA, we demonstrate its success in the cross-platform transfer of gene lists in different domains including: bladder cancer staging, tumour site of origin and mislabelled cell lines. We also show its effectiveness in transferring an epithelial ovarian cancer prognostic gene signature across technologies, from a microarray to a next-generation sequencing setting. In a final case study, we predict the tumour site of origin and histopathology of epithelial ovarian cancer cell lines. In particular, we identify and validate the commonly-used cell line OVCAR-5 as non-ovarian, being gastrointestinal in origin. GECA is available as an open-source R package.
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McArt DG, Dunne PD, Blayney JK, Salto-Tellez M, Van Schaeybroeck S, Hamilton PW, Zhang SD. Connectivity Mapping for Candidate Therapeutics Identification Using Next Generation Sequencing RNA-Seq Data. PLoS One 2013; 8:e66902. [PMID: 23840550 PMCID: PMC3694114 DOI: 10.1371/journal.pone.0066902] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2012] [Accepted: 05/14/2013] [Indexed: 12/29/2022] Open
Abstract
The advent of next generation sequencing technologies (NGS) has expanded the area of genomic research, offering high coverage and increased sensitivity over older microarray platforms. Although the current cost of next generation sequencing is still exceeding that of microarray approaches, the rapid advances in NGS will likely make it the platform of choice for future research in differential gene expression. Connectivity mapping is a procedure for examining the connections among diseases, genes and drugs by differential gene expression initially based on microarray technology, with which a large collection of compound-induced reference gene expression profiles have been accumulated. In this work, we aim to test the feasibility of incorporating NGS RNA-Seq data into the current connectivity mapping framework by utilizing the microarray based reference profiles and the construction of a differentially expressed gene signature from a NGS dataset. This would allow for the establishment of connections between the NGS gene signature and those microarray reference profiles, alleviating the associated incurring cost of re-creating drug profiles with NGS technology. We examined the connectivity mapping approach on a publicly available NGS dataset with androgen stimulation of LNCaP cells in order to extract candidate compounds that could inhibit the proliferative phenotype of LNCaP cells and to elucidate their potential in a laboratory setting. In addition, we also analyzed an independent microarray dataset of similar experimental settings. We found a high level of concordance between the top compounds identified using the gene signatures from the two datasets. The nicotine derivative cotinine was returned as the top candidate among the overlapping compounds with potential to suppress this proliferative phenotype. Subsequent lab experiments validated this connectivity mapping hit, showing that cotinine inhibits cell proliferation in an androgen dependent manner. Thus the results in this study suggest a promising prospect of integrating NGS data with connectivity mapping.
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Research Support, Non-U.S. Gov't |
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16 |
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Turkington RC, Knight LA, Blayney JK, Secrier M, Douglas R, Parkes EE, Sutton EK, Stevenson L, McManus D, Halliday S, McCavigan AM, Logan GE, Walker SM, Steele CJ, Perner J, Bornschein J, MacRae S, Miremadi A, McCarron E, McQuaid S, Arthur K, James JA, Eatock MM, O'Neill R, Noble F, Underwood TJ, Harkin DP, Salto-Tellez M, Fitzgerald RC, Kennedy RD. Immune activation by DNA damage predicts response to chemotherapy and survival in oesophageal adenocarcinoma. Gut 2019; 68:1918-1927. [PMID: 30852560 PMCID: PMC6839732 DOI: 10.1136/gutjnl-2018-317624] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/19/2018] [Revised: 02/13/2019] [Accepted: 02/15/2019] [Indexed: 12/17/2022]
Abstract
OBJECTIVE Current strategies to guide selection of neoadjuvant therapy in oesophageal adenocarcinoma (OAC) are inadequate. We assessed the ability of a DNA damage immune response (DDIR) assay to predict response following neoadjuvant chemotherapy in OAC. DESIGN Transcriptional profiling of 273 formalin-fixed paraffin-embedded prechemotherapy endoscopic OAC biopsies was performed. All patients were treated with platinum-based neoadjuvant chemotherapy and resection between 2003 and 2014 at four centres in the Oesophageal Cancer Clinical and Molecular Stratification consortium. CD8 and programmed death ligand 1 (PD-L1) immunohistochemical staining was assessed in matched resection specimens from 126 cases. Kaplan-Meier and Cox proportional hazards regression analysis were applied according to DDIR status for recurrence-free survival (RFS) and overall survival (OS). RESULTS A total of 66 OAC samples (24%) were DDIR positive with the remaining 207 samples (76%) being DDIR negative. DDIR assay positivity was associated with improved RFS (HR: 0.61; 95% CI 0.38 to 0.98; p=0.042) and OS (HR: 0.52; 95% CI 0.31 to 0.88; p=0.015) following multivariate analysis. DDIR-positive patients had a higher pathological response rate (p=0.033), lower nodal burden (p=0.026) and reduced circumferential margin involvement (p=0.007). No difference in OS was observed according to DDIR status in an independent surgery-alone dataset.DDIR-positive OAC tumours were also associated with the presence of CD8+ lymphocytes (intratumoural: p<0.001; stromal: p=0.026) as well as PD-L1 expression (intratumoural: p=0.047; stromal: p=0.025). CONCLUSION The DDIR assay is strongly predictive of benefit from DNA-damaging neoadjuvant chemotherapy followed by surgical resection and is associated with a proinflammatory microenvironment in OAC.
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McArt DG, Blayney JK, Boyle DP, Irwin GW, Moran M, Hutchinson RA, Bankhead P, Kieran D, Wang Y, Dunne PD, Kennedy RD, Mullan PB, Harkin DP, Catherwood MA, James JA, Salto-Tellez M, Hamilton PW. PICan: An integromics framework for dynamic cancer biomarker discovery. Mol Oncol 2015; 9:1234-40. [PMID: 25814194 DOI: 10.1016/j.molonc.2015.02.002] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2014] [Revised: 12/23/2014] [Accepted: 02/05/2015] [Indexed: 02/05/2023] Open
Abstract
Modern cancer research on prognostic and predictive biomarkers demands the integration of established and emerging high-throughput technologies. However, these data are meaningless unless carefully integrated with patient clinical outcome and epidemiological information. Integrated datasets hold the key to discovering new biomarkers and therapeutic targets in cancer. We have developed a novel approach and set of methods for integrating and interrogating phenomic, genomic and clinical data sets to facilitate cancer biomarker discovery and patient stratification. Applied to a known paradigm, the biological and clinical relevance of TP53, PICan was able to recapitulate the known biomarker status and prognostic significance at a DNA, RNA and protein levels.
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Research Support, Non-U.S. Gov't |
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15 |
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Blayney JK, Cairns L, Li G, McCabe N, Stevenson L, Peters CJ, Reid NB, Spence VJ, Chisambo C, McManus D, James J, McQuaid S, Craig S, Arthur K, McArt D, Ong CAJ, Lao-Sirieix P, Hamilton P, Salto-Tellez M, Eatock M, Coleman HG, Fitzgerald RC, Kennedy RD, Turkington RC. Glucose transporter 1 expression as a marker of prognosis in oesophageal adenocarcinoma. Oncotarget 2018; 9:18518-18528. [PMID: 29719622 PMCID: PMC5915089 DOI: 10.18632/oncotarget.24906] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2017] [Accepted: 03/09/2018] [Indexed: 12/21/2022] Open
Abstract
BACKGROUND The current TNM staging system for oesophageal adenocarcinoma (OAC) has limited ability to stratify patients and inform clinical management following neo-adjuvant chemotherapy and surgery. RESULTS Functional genomic analysis of the gene expression data using Gene Set Enrichment Analysis (GSEA) identified GLUT1 as putative prognostic marker in OAC.In the discovery cohort GLUT1 positivity was observed in 114 patients (80.9%) and was associated with poor overall survival (HR 2.08, 95% CI 1.1-3.94; p=0.024) following multivariate analysis. A prognostic model incorporating GLUT1, CRM and nodal status stratified patients into good, intermediate and poor prognosis groups (p< 0.001) with a median overall survival of 16.6 months in the poorest group.In the validation set 182 patients (69.5%) were GLUT1 positive and the prognostic model separated patients treated with neo-adjuvant chemotherapy and surgery (p<0.001) and surgery alone (p<0.001) into three prognostic groups. PATIENTS AND METHODS Transcriptional profiling of 60 formalin fixed paraffin-embedded (FFPE) biopsies was performed. GLUT1 immunohistochemical staining was assessed in a discovery cohort of 141 FFPE OAC samples treated with neo-adjuvant chemotherapy and surgery at the Northern Ireland Cancer Centre from 2004-2012. Validation was performed in 262 oesophageal adenocarcinomas collected at four OCCAMS consortium centres. The relationship between GLUT1 staining, T stage, N stage, lymphovascular invasion and circumferential resection margin (CRM) status was assessed and a prognostic model developed using Cox Proportional Hazards. CONCLUSIONS GLUT1 staining combined with CRM and nodal status identifies a poor prognosis sub-group of OAC patients and is a novel prognostic marker following potentially curative surgical resection.
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Clarke M, Ward M, Dickey W, Hoey L, Molloy AM, Waldron L, Varghese A, McCann A, Blayney JK, McNulty H. B-vitamin status in relation to bone mineral density in treated celiac disease patients. Scand J Gastroenterol 2015; 50:975-84. [PMID: 25861707 DOI: 10.3109/00365521.2015.1015603] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/04/2023]
Abstract
OBJECTIVES Patients with celiac disease (CD) are at increased risk of osteoporosis and compromised B-vitamin status. Emerging evidence supports a beneficial role of folate and the metabolically related B-vitamins in bone health in generally healthy adults, but no previous study has investigated this in CD patients. The aim of the current study was to examine the relationship of folate, vitamins B12, B6 and B2 (riboflavin), and the related metabolite homocysteine, with bone mineral density (BMD) in CD patients. MATERIALS AND METHODS Of the 400 treated adult CD patients invited to participate, 110 responded and met the eligibility criteria for study participation. BMD was measured using dual energy X-ray absorptiometry scanning at the lumbar spine (L1-L4), femoral neck, and total hip sites. Biomarker status of the relevant B-vitamins and homocysteine, and dietary B-vitamin intakes, were measured. RESULTS The significant predictors of low BMD were increasing age (B = 0.080, p < 0.001) and decreasing weight (B = 0.072, p = 0.004), whereas no significant relationship with serum 25-hydroxyvitamin D (B = 0.093, p = 0.928) was observed. Following adjustment for these predictors, serum vitamin B12 (but no other B-vitamin biomarker) was found to be a significant determinant of BMD at the femoral neck (β = 0.416, p = 0.011) and total hip (β = 0.327, p = 0.049) in men only. No significant relationships were found between any of the B-vitamin biomarkers investigated and BMD (at any measured site) in women. CONCLUSION These findings add to current evidence suggesting a potential role of vitamin B12 in BMD, particularly in men, and show such a relationship for the first time in CD patients.
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Observational Study |
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Douglas RV, Stevenson L, Santos R, Cairns L, McCabe NH, Kennedy RD, Blayney JK, Turkington RC. Targeting of survivin to overcome cisplatin resistance in esophageal adenocarcinoma. J Clin Oncol 2019. [DOI: 10.1200/jco.2019.37.15_suppl.e15535] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
e15535 Background: The incidence of Esophageal Adenocarcinoma (EAC) has risen in the western world but response rates to chemotherapy are low and survival is poor. Increased molecular understanding is needed to develop novel treatments. Methods: Transcriptional profiling of 274 treatment naïve EAC biopsies was performed using the Almac Diagnostics Xcel array™. All patients received platinum-based neo-adjuvant chemotherapy prior to surgical resection at four United Kingdom centers between 2004-2012. Semi-supervised clustering was performed followed by functional enrichment using DAVID. Cluster membership was assessed for independence of prognostic factors using Cox proportional hazards. Candidate targets were identified by siRNA screening in OE33 cells. Treatment with the survivin inhibitor, YM155 in EAC cell lines was also assessed. Results: Semi-supervised hierarchical clustering identified two groups with significant differences in RFS [HR = 0.54 (0.29-0.99), p = 0.05] and OS [HR = 0.52 (0.28-0.96), p = 0.04]. There were significant associations between the clusters and both nodal and TNM downstaging but not with pathological response. The PI3K-AKT, p53, tight junction and HIF-1 signaling pathways were upregulated in the poor prognostic group. Eighty-four genes were selected and taken forward in a functional genomic siRNA screen. Twenty-seven genes showed a significant reduction in viability following siRNA-mediated knockdown and further verification resulted in twelve candidate genes. Finally, target knockdown in seven EAC cell lines resulted in four interrelated hits- BIRC5, JAK1, OSMR and SLC2A1. Knock down of BIRC5 (Survivin) induced apoptosis, as evidenced by PARP cleavage, in both the parental OE33 and cisplatin-resistant OE33CDDPR cell lines. YM155, a survivin inhibitor, is shown to induce apoptosis at nanomolar concentrations across a panel of parental and cisplatin-resistant EAC cell lines and further mechanistic work is ongoing. Conclusions: We have performed clustering of a large transcriptomic dataset and defined a poor prognostic group of EAC patients. We identified Survivin (BIRC5) as a mediator of cisplatin resistance in EAC and a potential novel drug target. Further pre-clinical and clinical work to assess the benefit of survivin inhibition in EAC is warranted.
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Blayney JK, Ojha PC, Shapcott M. Predicting three-dimensional structure of protein fragments from dihedral angle propensities and molecular dynamics. INTERNATIONAL JOURNAL OF COMPUTATIONAL BIOLOGY AND DRUG DESIGN 2010; 3:146-163. [PMID: 20852338 DOI: 10.1504/ijcbdd.2010.035240] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/29/2023]
Abstract
Incorporating the existing knowledge of protein structural preferences, e.g., amino acid angle frequencies, in structure prediction have proven to be less successful with smaller peptides. In this work, we compare the effectiveness of backbone angle propensity libraries derived from two protein data sets: one consisting of proteins of unrestricted lengths; the second containing proteins ranging in size from 40 to 75 residues. Model structures for 29 target peptides are predicted using a threading algorithm and their stability evaluated using in vacuo molecular dynamics simulations. Structures derived from the data set consisting of smaller proteins outperformed those developed from that unrestricted by protein length.
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Comparative Study |
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Dunne PD, McArt DG, Blayney JK, Dasgupta S, Salto-Tellez M, Johnston PG, Schaeybroeck SV. Abstract 2079: EpHA2 is an essential driver of invasion and a novel target in KRAS mutant colorectal cancer. Cancer Res 2014. [DOI: 10.1158/1538-7445.am2014-2079] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Background
Colorectal cancer (CRC) is the third most common cancer worldwide. Among patients with early stage CRC, there are subsets of patients who will not benefit from adjuvant 5-FU or 5-FU/oxaliplatin treatment, highlighting the need for improved therapy options for early stage disease. In addition mutations in the KRAS proto-oncogene are found in 40%-45% of CRC patients and this mutation predicts resistance to EGFR mAb therapies. More recently it has been shown that treatments, such as bevacizumab or cetuximab, which prolong survival in the advanced disease setting, cannot be translated into successful adjuvant treatment strategies.
The aim of this study was to identify therapy options which will be effective in the adjuvant setting and also whose knock-down is synthetically lethal with KRAS mutation in CRC models.
Method
A novel systems biology approach combined profiling of primary KRASMT/WT CRC tissues and isogenic paired KRASMT/WT CRC xenografts models. Metacore pathway analysis identified individual genes from novel KRAS-dependent pathways for incorporation into a primary RNAi screen. This screen was crossed with receptor tyrosine kinase analysis of our previously published pre-clinical adjuvant invasive cell line models. Our findings were validated by in vitro screening and expression analysis in CRC FFPE sections was measured using IHC.
Results
Our comprehensive approach identified 30 signalling pathways and 160 genes associated with KRASMT CRC cancer. Our siRNA screen confirmed a number of novel KRAS synthetic lethal target genes with a critical role in EMT and cell adhesion/migration. Down-regulation of members of the Eph/Ephrin family, in particular EpHA2, was found to be lethal in KRASMT but not KRASWT cells. This lethality was further synergistically enhanced in the presence of chemotherapy treatment.
Overexpression of EphA2 was also identified in each of our invasive isogenic cell line models, regardless of genetic background, and EpHA2 silencing inhibited migration and invasion in a panel of CRC cells. EpHA2 expression has previously been reported as an essential component in cancer cells's ability to form tumors in vivo and in-line with this our EpHA2 overexpressing invasive subpopulations displayed an increased ability to form colonies. Importantly, high EpHA2 mRNA and protein expression were found to be associated with poor overall survival in both early stage CRC tissues and in advanced disease.
Conclusion
Using our novel comprehensive systems biology approach we have identified novel KRAS synthetic lethal targets and pathways. Combining these findings with targets which are effective against our pre-clinical adjuvant models we have identified EpHA2 as a key driver of invasion and migration and a synthetically lethal target in KRASMT CRC. In addition, we show that EpHA2 is a poor prognostic marker and an important novel target for KRASMT CRC tumors in both the adjuvant and advanced disease setting.
Citation Format: Philip D. Dunne, Darragh G. McArt, Jaine K. Blayney, Sonali Dasgupta, Manuel Salto-Tellez, Patrick G. Johnston, Sandra Van Schaeybroeck. EpHA2 is an essential driver of invasion and a novel target in KRAS mutant colorectal cancer. [abstract]. In: Proceedings of the 105th Annual Meeting of the American Association for Cancer Research; 2014 Apr 5-9; San Diego, CA. Philadelphia (PA): AACR; Cancer Res 2014;74(19 Suppl):Abstract nr 2079. doi:10.1158/1538-7445.AM2014-2079
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Gibson DS, McGeough CM, Watterson S, Blayney J, Wright GD, Pendleton A, Gardiner P, Small D, Eakin AJ, Ahmed T, Murray HA, Latten MJ, Crockard MA, Lamont JV, Zhang SD, Bjourson AJ. Anti-tumour necrosis factor-alpha response associated with combined CD226 and HLA-DRB1[*]0404 haplotype in rheumatoid arthritis. Clin Exp Rheumatol 2021. [DOI: 10.55563/clinexprheumatol/u1mi30] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
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Blayney JK, Zheng H, Wang H, Azuaje F. Multi-level integrative analysis of Protein Protein Interaction networks: connecting completeness, depth and robustness. INTERNATIONAL JOURNAL OF COMPUTATIONAL BIOLOGY AND DRUG DESIGN 2010; 3:31-51. [PMID: 20693609 DOI: 10.1504/ijcbdd.2010.034465] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/29/2023]
Abstract
A fully extended Protein Protein Interaction (PPI) network can consist of upwards of several thousand nodes and edges. To simplify analysis, smaller child samples are often used in substitution of the global network. In this study, the impact of different levels of sampling was evaluated on six PPI networks. Results from the case studies suggest that restricting analysis to the first network level, using metrics such as degree and BC, could lead to misrepresentative results, omitting potentially significant nodes. Fault-tolerance analysis also indicates that key nodes within the second network level, and above, contribute to the stability of the global network.
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Blayney J. A practical approach to geriatric recreational programming in long-term care facilities. J Gerontol Nurs 1976; 2:27-34. [PMID: 1044671 DOI: 10.3928/0098-9134-19760301-09] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
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McCabe NH, Stevenson L, Scanlon E, Douglas R, Kennedy S, Keminer O, Windshügel B, Zisterer D, Kennedy RD, Blayney JK, Turkington RC. Identification of Src as a Therapeutic Target in Oesophageal Adenocarcinoma through Functional Genomic and High-Throughput Drug Screening Approaches. Cancers (Basel) 2022; 14:cancers14153726. [PMID: 35954391 PMCID: PMC9367554 DOI: 10.3390/cancers14153726] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2022] [Revised: 07/15/2022] [Accepted: 07/26/2022] [Indexed: 11/16/2022] Open
Abstract
Drug resistance limits the effectiveness of oesophageal adenocarcinoma (OAC) chemotherapies, leading to a poor prognosis for this disease. Elucidation of the underlying resistance mechanisms is key to enabling the identification of more effective treatments. This study, therefore, aims to identify novel therapeutic and/or chemotherapy sensitising drug targets in OAC. Transcriptional data from a cohort of 273 pre-treatment OAC biopsies, from patients who received neoadjuvant chemotherapy followed by surgical resection, were analysed using gene set enrichment analysis (GSEA) to determine differential gene expression between responding and non-responding OAC tumours. From this, 80 genes were selected for high-throughput siRNA screening in OAC cell lines with or without standard chemotherapy treatment. In parallel, cell viability assays were performed using a panel of FDA-approved drugs and combination index (CI) values were calculated to evaluate drug synergy with standard chemotherapy. Mechanisms of synergy were investigated using western blot, propidium iodide flow cytometry, and proliferation assays. Taken together, the screens identified that targeting Src, using either siRNA or the small molecule inhibitor dasatinib, enhanced the efficacy of chemotherapy in OAC cells. Further in vitro functional analysis confirmed Src inhibition to be synergistic with standard OAC chemotherapies, 5-fluorouracil (5-FU), and cisplatin (CDDP). In conclusion, a compound screen together with a functional genomic approach identified Src as a potential chemosensitising target in OAC, which could be assessed in a clinical study for poor prognosis OAC patients.
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Lyons C, Blayney JK, Mitchell DM, Harney JA, McAleese J, Shum L, Stewart DP, Jain S, O'Sullivan JM. Does the choice of hormone therapy affect medium-term outcomes following radical external beam radiotherapy for localized prostate cancer? J Clin Oncol 2016. [DOI: 10.1200/jco.2016.34.2_suppl.97] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
97 Background: Multiple randomized controlled trials (RCTs) have demonstrated the benefit of the addition of androgen deprivation therapy (ADT) to external beam radiotherapy (EBRT) in the treatment of men with localized prostate cancer (PC). Anti-androgens (AA) may have a better toxicity profile than luteinizing hormone-releasing hormone agonists (LHRHa). However, no RCT has directly compared these agents in combination with radical EBRT. We evaluated outcomes for men with localized PC treated with EBRT in conjunction with either LHRHa or AA therapy. Methods: Data from 409 consecutive patients treated in NI with radical EBRT (70-74 Gy/2Gy #) between 2005 and 2009 were reviewed. Baseline and treatment characteristics analysed comprised age at diagnosis, T stage, initial PSA (iPSA), Gleason score, age-adjusted Charlson comorbidity index (aCCI), ADT type and radiation dose. Outcomes included biochemical progression-free survival (bPFS; Phoenix), prostate cancer-specific survival (PCSS) and overall survival (OS). Cox Proportional Hazards model was used for multivariate analysis (MVA). Results: Men receiving LHRHa were significantly more likely to be older and have a higher iPSA. On MVA, factors independently associated with biochemical failure were T stage ≥ 3 and use of AA (p < 0.004 and p < 0.02 respectively). On MVA, the single independent factor for poorer OS was higher aCCI (p < 0.000015). There was a trend towards poorer OS in the LHRHa group (p = 0.087). Conclusions: An aCCI > 4 was the only independent factor for poorer OS. While there was a significantly increased rate of biochemical failure in the AA group, there was a trend towards poorer OS in the LHRHa group. This study suggests that AA may be a reasonable alternative to LHRHa therapy in men with localized PC treated with radical EBRT and ADT. [Table: see text]
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Parkes EE, Blayney JK, McCarron E, Douglas RV, Stevenson L, McManus D, McQuaid S, Arthur K, James J, Salto-Tellez M, Noble F, Underwood TJ, O'Neill R, Fitzgerald RC, Kennedy RD, Turkington RC. PD-L1 expression and response to neo-adjuvant chemotherapy in esophageal adenocarcinoma. J Clin Oncol 2017. [DOI: 10.1200/jco.2017.35.15_suppl.4023] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
4023 Background: Programmed Death-1 Receptor (PD-1) and its ligand (PD-L1) downregulate T cell activation and suppress tumor killing. This study investigated the role of PD-L1 and tumor infiltrating lymphocytes (TILs) in response to neo-adjuvant therapy and prognosis in esophageal adenocarcinoma (EAC). Methods: Transcriptional profiling of 273 formalin fixed paraffin embedded pre-treatment endoscopic EAC biopsies was carried out using the Almac Diagnostics Xcel array and the expression levels of PD-L1 probesets corresponding to protein encoding extracted. Response was assessed by tumor regression grade (TRG; score ≤ 2 = response). Immunohistochemistry (IHC) for PD-L1 and CD8 was performed in matched resection specimens from 135 patients. All EAC patients were treated with cisplatin-based neo-adjuvant chemotherapy followed by surgical resection between 2003 and 2014 at four UK centers as part of the OCCAMS consortium. Associations between expression, protein levels and TRG were assessed by Kruskal-Wallis, Mann-Whitney Unpaired, Spearman rank correlation or chi-squared tests. Survival analysis was performed using Cox Proportional Hazards regression. Results: High PD-L1 gene expression in the pre-chemotherapy biopsies was associated with pathological response (TRG ≤ 2; p = 0.02) following neo-adjuvant chemotherapy. PD-L1 ( > 5%) was expressed in the tumor or stromal cells in 4% and 15% of resection specimens respectively. PD-L1 gene and IHC expression ( > 5%) were closely associated between the biopsies and both the tumor (p = 0.032) and stroma (p = 0.019) of the matched resection specimens. Patients with PD-L1 IHC positivity in tumor cells demonstrated improved relapse-free survival (HR 0.314; 95% CI 0.099-0.997; p = 0.049) and positive stromal PD-L1 IHC staining correlated with pathological response (p = 0.05). Biopsy gene expression of PD-L1 and CD8 was closely associated (p = 0.024) and the presence of CD8+ TILs in the microenvironment strongly correlated with tumor (p < 0.001) and stromal (p < 0.001) PD-L1 positivity. Conclusions: High PD-L1 expression in the pre-treatment biopsies in EAC is predictive of response to neo-adjuvant chemotherapy and may aid selection of conventional and immune-targeted agents.
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