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Sidi FA, Bingham V, McQuaid S, Craig SG, Turkington RC, James JA, Humphries MP, Salto-Tellez M. Exploring the immune microenvironment in small bowel adenocarcinoma using digital image analysis. PLoS One 2023; 18:e0289355. [PMID: 37527282 PMCID: PMC10393147 DOI: 10.1371/journal.pone.0289355] [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] [Received: 11/15/2022] [Accepted: 07/18/2023] [Indexed: 08/03/2023] Open
Abstract
BACKGROUND Small bowel adenocarcinoma (SBA) is a rare malignancy of the small intestine associated with late stage diagnosis and poor survival outcome. High expression of immune cells and immune checkpoint biomarkers especially programmed cell death ligand-1 (PD-L1) have been shown to significantly impact disease progression. We have analysed the expression of a subset of immune cell and immune checkpoint biomarkers in a cohort of SBA patients and assessed their impact on progression-free survival (PFS) and overall survival (OS). METHODS 25 patient samples in the form of formalin fixed, paraffin embedded (FFPE) tissue were obtained in tissue microarray (TMAs) format. Automated immunohistochemistry (IHC) staining was performed using validated antibodies for CD3, CD4, CD8, CD68, PD-L1, ICOS, IDO1 and LAG3. Slides were scanned digitally and assessed in QuPath, an open source image analysis software, for biomarker density and percentage positivity. Survival analyses were carried out using the Kaplan Meier method. RESULTS Varying expressions of biomarkers were recorded. High expressions of CD3, CD4 and IDO1 were significant for PFS (p = 0.043, 0.020 and 0.018 respectively). High expression of ICOS was significant for both PFS (p = 0.040) and OS (p = 0.041), while high PD-L1 expression in tumour cells was significant for OS (p = 0.033). High correlation was observed between PD-L1 and IDO1 expressions (Pearson correlation co-efficient = 1) and subsequently high IDO1 expression in tumour cells was found to be significant for PFS (p = 0.006) and OS (p = 0.034). CONCLUSIONS High levels of immune cells and immune checkpoint proteins have a significant impact on patient survival in SBA. These data could provide an insight into the immunotherapeutic management of patients with SBA.
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Affiliation(s)
- Fatima Abdullahi Sidi
- Precision Medicine Centre of Excellence, The Patrick G. Johnston Centre for Cancer Research, Queen's University Belfast, Antrim, United Kingdom
| | - Victoria Bingham
- Precision Medicine Centre of Excellence, The Patrick G. Johnston Centre for Cancer Research, Queen's University Belfast, Antrim, United Kingdom
| | - Stephen McQuaid
- Precision Medicine Centre of Excellence, The Patrick G. Johnston Centre for Cancer Research, Queen's University Belfast, Antrim, United Kingdom
- Cellular Pathology, Belfast Health and Social Care Trust, Belfast City Hospital, Lisburn Road, Belfast, Antrim, United Kingdom
- Northern Ireland Biobank, The Patrick G. Johnston Centre for Cancer Research, Queen's University Belfast, Antrim, United Kingdom
| | - Stephanie G Craig
- Precision Medicine Centre of Excellence, The Patrick G. Johnston Centre for Cancer Research, Queen's University Belfast, Antrim, United Kingdom
| | - Richard C Turkington
- The Patrick G. Johnston Centre for Cancer Research, Queen's University Belfast, Antrim, United Kingdom
| | - Jacqueline A James
- Precision Medicine Centre of Excellence, The Patrick G. Johnston Centre for Cancer Research, Queen's University Belfast, Antrim, United Kingdom
- Cellular Pathology, Belfast Health and Social Care Trust, Belfast City Hospital, Lisburn Road, Belfast, Antrim, United Kingdom
- Northern Ireland Biobank, The Patrick G. Johnston Centre for Cancer Research, Queen's University Belfast, Antrim, United Kingdom
| | - Matthew P Humphries
- Precision Medicine Centre of Excellence, The Patrick G. Johnston Centre for Cancer Research, Queen's University Belfast, Antrim, United Kingdom
- Leeds Teaching Hospitals NHS Trust, Leeds, West Yorkshire, United Kingdom
- University of Leeds, St James' University Hospital, Leeds, West Yorkshire, United Kingdom
| | - Manuel Salto-Tellez
- Precision Medicine Centre of Excellence, The Patrick G. Johnston Centre for Cancer Research, Queen's University Belfast, Antrim, United Kingdom
- Cellular Pathology, Belfast Health and Social Care Trust, Belfast City Hospital, Lisburn Road, Belfast, Antrim, United Kingdom
- Division of Molecular Pathology, The Institute for Cancer Research, London, Greater London, United Kingdom
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Humphries MP, Bingham V, Abdullah Sidi F, Craig S, Lara B, El-Daly H, O'Doherty N, Maxwell P, Lewis C, McQuaid S, Lyness J, James J, Snead DRJ, Salto-Tellez M. Technical note on the exploration of COVID-19 in autopsy material. J Clin Pathol 2023; 76:418-423. [PMID: 36717223 DOI: 10.1136/jcp-2022-208525] [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: 08/15/2022] [Accepted: 10/17/2022] [Indexed: 02/01/2023]
Abstract
Interrogation of immune response in autopsy material from patients with SARS-CoV-2 is potentially significant. We aim to describe a validated protocol for the exploration of the molecular physiopathology of SARS-CoV-2 pulmonary disease using multiplex immunofluorescence (mIF).The application of validated assays for the detection of SARS-CoV-2 in tissues, originally developed in our laboratory in the context of oncology, was used to map the topography and complexity of the adaptive immune response at protein and mRNA levels.SARS-CoV-2 is detectable in situ by protein or mRNA, with a sensitivity that could be in part related to disease stage. In formalin-fixed, paraffin-embedded pneumonia material, multiplex immunofluorescent panels are robust, reliable and quantifiable and can detect topographic variations in inflammation related to pathological processes.Clinical autopsies have relevance in understanding diseases of unknown/complex pathophysiology. In particular, autopsy materials are suitable for the detection of SARS-CoV-2 and for the topographic description of the complex tissue-based immune response using mIF.
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Affiliation(s)
- Matthew Phillip Humphries
- Precision Medicine Center of Excellence, Queen's University Belfast, Belfast, UK.,National Pathology Imaging Cooperative, Leeds Teaching Hospitals NHS Trust, Leeds, UK
| | - Victoria Bingham
- Precision Medicine Center of Excellence, Queen's University Belfast, Belfast, UK
| | - Fatima Abdullah Sidi
- Precision Medicine Center of Excellence, Queen's University Belfast, Belfast, UK
| | - Stephanie Craig
- Precision Medicine Center of Excellence, Queen's University Belfast, Belfast, UK
| | - Beatrize Lara
- University Hospitals Coventry and Warwickshire NHS Trust, Coventry, UK
| | - Hesham El-Daly
- University Hospitals Coventry and Warwickshire NHS Trust, Coventry, UK
| | | | - Perry Maxwell
- Northern Ireland Molecular Pathology Laboratory, Queen's University Belfast, Belfast, UK
| | - Claire Lewis
- The Patrick G Johnston Centre for Cancer Research, Queen's University, Northern Ireland Biobank, Belfast, UK
| | - Stephen McQuaid
- The Patrick G Johnston Centre for Cancer Research, Queen's University, Northern Ireland Biobank, Belfast, UK
| | - James Lyness
- Northern Ireland State Pathologist's Department, Belfast, UK
| | - Jacqueline James
- The Patrick G Johnston Centre for Cancer Research, Queen's University, Northern Ireland Biobank, Belfast, UK
| | - David R J Snead
- Pathology, University Hospitals Coventry and Warwickshire NHS Trust, Coventry, UK
| | - Manuel Salto-Tellez
- Precision Medicine Center of Excellence, Queen's University Belfast, Belfast, UK .,Division of Molecular Pathology, The Institute of Cancer Research, London, UK
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Parkes EE, Savage KI, Lioe T, Boyd C, Halliday S, Walker SM, Lowry K, Knight L, Buckley NE, Grogan A, Logan GE, Clayton A, Hurwitz J, Kirk SJ, Xu J, Sidi FA, Humphries MP, Bingham V, James JA, James CR, Paul Harkin D, Kennedy RD, McIntosh SA. Activation of a cGAS-STING-mediated immune response predicts response to neoadjuvant chemotherapy in early breast cancer. Br J Cancer 2022; 126:247-258. [PMID: 34728791 PMCID: PMC8770594 DOI: 10.1038/s41416-021-01599-0] [Citation(s) in RCA: 15] [Impact Index Per Article: 7.5] [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: 02/08/2021] [Revised: 09/21/2021] [Accepted: 10/11/2021] [Indexed: 12/12/2022] Open
Abstract
BACKGROUND The DNA-damage immune-response (DDIR) signature is an immune-driven gene expression signature retrospectively validated as predicting response to anthracycline-based therapy. This feasibility study prospectively evaluates the use of this assay to predict neoadjuvant chemotherapy response in early breast cancer. METHODS This feasibility study assessed the integration of a novel biomarker into clinical workflows. Tumour samples were collected from patients receiving standard of care neoadjuvant chemotherapy (FEC + /-taxane and anti-HER2 therapy as appropriate) at baseline, mid- and post-chemotherapy. Baseline DDIR signature scores were correlated with pathological treatment response. RNA sequencing was used to assess chemotherapy/response-related changes in biologically linked gene signatures. RESULTS DDIR signature reports were available within 14 days for 97.8% of 46 patients (13 TNBC, 16 HER2 + ve, 27 ER + HER2-ve). Positive scores predicted response to treatment (odds ratio 4.67 for RCB 0-1 disease (95% CI 1.13-15.09, P = 0.032)). DDIR positivity correlated with immune infiltration and upregulated immune-checkpoint gene expression. CONCLUSIONS This study validates the DDIR signature as predictive of response to neoadjuvant chemotherapy which can be integrated into clinical workflows, potentially identifying a subgroup with high sensitivity to anthracycline chemotherapy. Transcriptomic data suggest induction with anthracycline-containing regimens in immune restricted, "cold" tumours may be effective for immune priming. TRIAL REGISTRATION Not applicable (non-interventional study). CRUK Internal Database Number 14232.
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Affiliation(s)
- Eileen E Parkes
- Patrick G Johnston Centre for Cancer Research, Queen's University Belfast, 97 Lisburn Road, Belfast, BT9 7AE, UK
- Belfast Health and Social Care Trust, Belfast City Hospital, Lisburn Road, Belfast, BT9 7AB, UK
- Department of Oncology, Medical Sciences Division, University of Oxford, Oxford, UK
| | - Kienan I Savage
- Patrick G Johnston Centre for Cancer Research, Queen's University Belfast, 97 Lisburn Road, Belfast, BT9 7AE, UK
| | - Tong Lioe
- Belfast Health and Social Care Trust, Belfast City Hospital, Lisburn Road, Belfast, BT9 7AB, UK
| | - Clinton Boyd
- Belfast Health and Social Care Trust, Belfast City Hospital, Lisburn Road, Belfast, BT9 7AB, UK
| | - Sophia Halliday
- Patrick G Johnston Centre for Cancer Research, Queen's University Belfast, 97 Lisburn Road, Belfast, BT9 7AE, UK
| | - Steven M Walker
- Almac Diagnostic Services, Almac Group, 19 Seagoe Industrial Estate, Craigavon, BT63 5QD, UK
| | - Keith Lowry
- Belfast Health and Social Care Trust, Belfast City Hospital, Lisburn Road, Belfast, BT9 7AB, UK
| | - Laura Knight
- Almac Diagnostic Services, Almac Group, 19 Seagoe Industrial Estate, Craigavon, BT63 5QD, UK
| | - Niamh E Buckley
- School of Pharmacy, Queen's University Belfast, 97 Lisburn Road, Belfast, BT9 7AE, UK
| | - Andrena Grogan
- Almac Diagnostic Services, Almac Group, 19 Seagoe Industrial Estate, Craigavon, BT63 5QD, UK
| | - Gemma E Logan
- Almac Diagnostic Services, Almac Group, 19 Seagoe Industrial Estate, Craigavon, BT63 5QD, UK
| | - Alison Clayton
- Belfast Health and Social Care Trust, Belfast City Hospital, Lisburn Road, Belfast, BT9 7AB, UK
| | - Jane Hurwitz
- Belfast Health and Social Care Trust, Belfast City Hospital, Lisburn Road, Belfast, BT9 7AB, UK
| | - Stephen J Kirk
- South Eastern Health and Social Care Trust, Ulster Hospital, Upper Newtownards Road, BT 16 1RH, Dundonald, UK
| | - Jiamei Xu
- Precision Medicine Centre, Patrick G Johnston Centre for Cancer Research, Queen's University Belfast, 97 Lisburn Road, Belfast, BT9 7AE, UK
| | - Fatima Abdullahi Sidi
- Precision Medicine Centre, Patrick G Johnston Centre for Cancer Research, Queen's University Belfast, 97 Lisburn Road, Belfast, BT9 7AE, UK
| | - Matthew P Humphries
- Precision Medicine Centre, Patrick G Johnston Centre for Cancer Research, Queen's University Belfast, 97 Lisburn Road, Belfast, BT9 7AE, UK
| | - Victoria Bingham
- Precision Medicine Centre, Patrick G Johnston Centre for Cancer Research, Queen's University Belfast, 97 Lisburn Road, Belfast, BT9 7AE, UK
| | - Jaqueline A James
- Precision Medicine Centre, Patrick G Johnston Centre for Cancer Research, Queen's University Belfast, 97 Lisburn Road, Belfast, BT9 7AE, UK
| | - Colin R James
- Belfast Health and Social Care Trust, Belfast City Hospital, Lisburn Road, Belfast, BT9 7AB, UK
| | - D Paul Harkin
- Patrick G Johnston Centre for Cancer Research, Queen's University Belfast, 97 Lisburn Road, Belfast, BT9 7AE, UK
- Almac Diagnostic Services, Almac Group, 19 Seagoe Industrial Estate, Craigavon, BT63 5QD, UK
| | - Richard D Kennedy
- Patrick G Johnston Centre for Cancer Research, Queen's University Belfast, 97 Lisburn Road, Belfast, BT9 7AE, UK
- Almac Diagnostic Services, Almac Group, 19 Seagoe Industrial Estate, Craigavon, BT63 5QD, UK
| | - Stuart A McIntosh
- Patrick G Johnston Centre for Cancer Research, Queen's University Belfast, 97 Lisburn Road, Belfast, BT9 7AE, UK.
- Belfast Health and Social Care Trust, Belfast City Hospital, Lisburn Road, Belfast, BT9 7AB, UK.
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Craig SG, Mende S, Humphries MP, Bingham V, Viratham Pulsawatdi A, Loughrey MB, Coleman HG, McQuaid S, Wilson RH, Van Schaeybroeck S, James JA, Salto‐Tellez M. Orthogonal MET analysis in a population-representative stage II-III colon cancer cohort: prognostic and potential therapeutic implications. Mol Oncol 2021; 15:3317-3328. [PMID: 34428346 PMCID: PMC8637556 DOI: 10.1002/1878-0261.13089] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [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: 08/03/2021] [Accepted: 08/23/2021] [Indexed: 01/11/2023] Open
Abstract
Clinical trials for MET inhibitors have demonstrated limited success for their use in colon cancer (CC). However, clinical efficacy may be obscured by a lack of standardisation in MET assessment for patient stratification. In this study, we aimed to determine the molecular context in which MET is deregulated in CC using a series of genomic and proteomic tests to define MET expression and identify patient subgroups that should be considered in future studies with MET-targeted agents. To this aim, orthogonal expression analysis of MET was conducted in a population-representative cohort of stage II/III CC patients (n = 240) diagnosed in Northern Ireland from 2004 to 2008. Targeted sequencing was used to determine the relative incidence of MET R970C and MET T992I mutations within the cohort. MET amplification was assessed using dual-colour dual-hapten brightfield in situ hybridisation (DDISH). Expression of transcribed MET and c-MET protein within the cohort was assessed using digital image analysis on MET RNA in situ hybridisation (ISH) and c-MET immunohistochemistry (IHC) stained slides. We found that less than 2% of the stage II/III CC patient population assessed demonstrated a genetic MET aberration. Determination of a high MET RNA-ISH/low c-MET IHC protein subgroup was found to be associated with poor 5-year cancer-specific outcomes compared to patients with concordant MET RNA-ISH and c-MET IHC protein expression (HR 2.12 [95%CI: 1.27-3.68]). The MET RNA-ISH/c-MET IHC protein biomarker paradigm identified in this study demonstrates that subtyping of MET expression may be required to identify MET-addicted malignancies in CC patients who will truly benefit from MET inhibition.
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Affiliation(s)
- Stephanie G. Craig
- Precision Medicine Centre of ExcellencePatrick G Johnston Centre for Cancer ResearchQueen's University BelfastUK
| | - Svenja Mende
- Precision Medicine Centre of ExcellencePatrick G Johnston Centre for Cancer ResearchQueen's University BelfastUK
| | - Matthew P. Humphries
- Precision Medicine Centre of ExcellencePatrick G Johnston Centre for Cancer ResearchQueen's University BelfastUK
| | - Victoria Bingham
- Precision Medicine Centre of ExcellencePatrick G Johnston Centre for Cancer ResearchQueen's University BelfastUK
| | - Amélie Viratham Pulsawatdi
- Precision Medicine Centre of ExcellencePatrick G Johnston Centre for Cancer ResearchQueen's University BelfastUK
| | - Maurice B. Loughrey
- Department of Cellular PathologyRoyal Victoria HospitalBelfast Health and Social Care TrustBelfastUK
- Centre for Public HealthQueen's University BelfastUK
| | | | - Stephen McQuaid
- Precision Medicine Centre of ExcellencePatrick G Johnston Centre for Cancer ResearchQueen's University BelfastUK
| | | | - Sandra Van Schaeybroeck
- Precision Medicine Centre of ExcellencePatrick G Johnston Centre for Cancer ResearchQueen's University BelfastUK
| | - Jacqueline A. James
- Precision Medicine Centre of ExcellencePatrick G Johnston Centre for Cancer ResearchQueen's University BelfastUK
- Department of Cellular PathologyRoyal Victoria HospitalBelfast Health and Social Care TrustBelfastUK
| | - Manuel Salto‐Tellez
- Precision Medicine Centre of ExcellencePatrick G Johnston Centre for Cancer ResearchQueen's University BelfastUK
- Department of Cellular PathologyRoyal Victoria HospitalBelfast Health and Social Care TrustBelfastUK
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McCombe KD, Craig SG, Viratham Pulsawatdi A, Quezada-Marín JI, Hagan M, Rajendran S, Humphries MP, Bingham V, Salto-Tellez M, Gault R, James JA. HistoClean: Open-source software for histological image pre-processing and augmentation to improve development of robust convolutional neural networks. Comput Struct Biotechnol J 2021; 19:4840-4853. [PMID: 34522291 PMCID: PMC8426467 DOI: 10.1016/j.csbj.2021.08.033] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2021] [Revised: 08/20/2021] [Accepted: 08/20/2021] [Indexed: 12/23/2022] Open
Abstract
The growth of digital pathology over the past decade has opened new research pathways and insights in cancer prediction and prognosis. In particular, there has been a surge in deep learning and computer vision techniques to analyse digital images. Common practice in this area is to use image pre-processing and augmentation to prevent bias and overfitting, creating a more robust deep learning model. This generally requires consultation of documentation for multiple coding libraries, as well as trial and error to ensure that the techniques used on the images are appropriate. Herein we introduce HistoClean; a user-friendly, graphical user interface that brings together multiple image processing modules into one easy to use toolkit. HistoClean is an application that aims to help bridge the knowledge gap between pathologists, biomedical scientists and computer scientists by providing transparent image augmentation and pre-processing techniques which can be applied without prior coding knowledge. In this study, we utilise HistoClean to pre-process images for a simple convolutional neural network used to detect stromal maturity, improving the accuracy of the model at a tile, region of interest, and patient level. This study demonstrates how HistoClean can be used to improve a standard deep learning workflow via classical image augmentation and pre-processing techniques, even with a relatively simple convolutional neural network architecture. HistoClean is free and open-source and can be downloaded from the Github repository here: https://github.com/HistoCleanQUB/HistoClean.
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Affiliation(s)
- Kris D. McCombe
- Patrick G Johnston Centre for Cancer Research, Queen’s University Belfast, Belfast, Northern Ireland
| | - Stephanie G. Craig
- Patrick G Johnston Centre for Cancer Research, Queen’s University Belfast, Belfast, Northern Ireland
| | | | - Javier I. Quezada-Marín
- Patrick G Johnston Centre for Cancer Research, Queen’s University Belfast, Belfast, Northern Ireland
| | - Matthew Hagan
- Patrick G Johnston Centre for Cancer Research, Queen’s University Belfast, Belfast, Northern Ireland
| | - Simon Rajendran
- Belfast Health and Social Care Trust, Belfast, Northern Ireland
| | - Matthew P. Humphries
- Patrick G Johnston Centre for Cancer Research, Queen’s University Belfast, Belfast, Northern Ireland
| | - Victoria Bingham
- Patrick G Johnston Centre for Cancer Research, Queen’s University Belfast, Belfast, Northern Ireland
| | - Manuel Salto-Tellez
- Patrick G Johnston Centre for Cancer Research, Queen’s University Belfast, Belfast, Northern Ireland
- Belfast Health and Social Care Trust, Belfast, Northern Ireland
- The Institute of Cancer Research, London United Kingdom
| | - Richard Gault
- The School of Electronics, Electrical Engineering and Computer Science, Queen’s University Belfast, Belfast, Northern Ireland
| | - Jacqueline A. James
- Patrick G Johnston Centre for Cancer Research, Queen’s University Belfast, Belfast, Northern Ireland
- Belfast Health and Social Care Trust, Belfast, Northern Ireland
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Parkes EE, Humphries MP, Gilmore E, Sidi FA, Bingham V, Phyu SM, Craig S, Graham C, Miller J, Griffin D, Salto-Tellez M, Madden SF, Kennedy RD, Bakhoum SF, McQuaid S, Buckley NE. The clinical and molecular significance associated with STING signaling in breast cancer. NPJ Breast Cancer 2021; 7:81. [PMID: 34172750 PMCID: PMC8233333 DOI: 10.1038/s41523-021-00283-z] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2020] [Accepted: 05/27/2021] [Indexed: 12/22/2022] Open
Abstract
STING signaling in cancer is a crucial component of response to immunotherapy and other anti-cancer treatments. Currently, there is no robust method of measuring STING activation in cancer. Here, we describe an immunohistochemistry-based assay with digital pathology assessment of STING in tumor cells. Using this novel approach in estrogen receptor-positive (ER+) and ER- breast cancer, we identify perinuclear-localized expression of STING (pnSTING) in ER+ cases as an independent predictor of good prognosis, associated with immune cell infiltration and upregulation of immune checkpoints. Tumors with low pnSTING are immunosuppressed with increased infiltration of "M2"-polarized macrophages. In ER- disease, pnSTING does not appear to have a significant prognostic role with STING uncoupled from interferon responses. Importantly, a gene signature defining low pnSTING expression is predictive of poor prognosis in independent ER+ datasets. Low pnSTING is associated with chromosomal instability, MYC amplification and mTOR signaling, suggesting novel therapeutic approaches for this subgroup.
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Affiliation(s)
- Eileen E Parkes
- Department of Oncology, Medical Sciences Division, University of Oxford, Oxford, UK.
- Patrick G. Johnston Centre for Cancer Research, Queen's University Belfast, Belfast, Northern Ireland, UK.
| | - Matthew P Humphries
- Precision Medicine Centre of Excellence, Queen's University Belfast, Belfast, Northern Ireland, UK
| | - Elaine Gilmore
- Precision Medicine Centre of Excellence, Queen's University Belfast, Belfast, Northern Ireland, UK
- School of Pharmacy, Queen's University Belfast, Belfast, Northern Ireland, UK
| | - Fatima A Sidi
- Precision Medicine Centre of Excellence, Queen's University Belfast, Belfast, Northern Ireland, UK
| | - Victoria Bingham
- Precision Medicine Centre of Excellence, Queen's University Belfast, Belfast, Northern Ireland, UK
| | - Su M Phyu
- Department of Oncology, Medical Sciences Division, University of Oxford, Oxford, UK
| | - Stephanie Craig
- Precision Medicine Centre of Excellence, Queen's University Belfast, Belfast, Northern Ireland, UK
| | - Catherine Graham
- Precision Medicine Centre of Excellence, Queen's University Belfast, Belfast, Northern Ireland, UK
| | - Joseph Miller
- Precision Medicine Centre of Excellence, Queen's University Belfast, Belfast, Northern Ireland, UK
| | - Daryl Griffin
- Precision Medicine Centre of Excellence, Queen's University Belfast, Belfast, Northern Ireland, UK
| | - Manuel Salto-Tellez
- Precision Medicine Centre of Excellence, Queen's University Belfast, Belfast, Northern Ireland, UK
- Department of Cellular Pathology, Belfast Health and Social Care Trust, Belfast, Northern Ireland, UK
- Integrated Pathology Programme, Division of Molecular Pathology, The Institute of Cancer Research, London, UK
| | - Stephen F Madden
- Data Science Centre, RCSI University of Medicine and Health Sciences, Dublin, Ireland, UK
| | - Richard D Kennedy
- Patrick G. Johnston Centre for Cancer Research, Queen's University Belfast, Belfast, Northern Ireland, UK
| | - Samuel F Bakhoum
- Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Stephen McQuaid
- Precision Medicine Centre of Excellence, Queen's University Belfast, Belfast, Northern Ireland, UK
- Department of Cellular Pathology, Belfast Health and Social Care Trust, Belfast, Northern Ireland, UK
- Northern Ireland Biobank, Patrick G. Johnston Centre for Cancer Research, Queen's University Belfast, Belfast, Northern Ireland, UK
| | - Niamh E Buckley
- School of Pharmacy, Queen's University Belfast, Belfast, Northern Ireland, UK.
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7
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Alderdice M, Craig SG, Humphries MP, Gilmore A, Johnston N, Bingham V, Coyle V, Senevirathne S, Longley D, Loughrey M, McQuaid S, James J, Salto-Tellez M, Lawler M, McArt D. Evolutionary genetic algorithm identifies IL2RB as a potential predictive biomarker for immune-checkpoint therapy in colorectal cancer. NAR Genom Bioinform 2021; 3:lqab016. [PMID: 33928242 PMCID: PMC8057496 DOI: 10.1093/nargab/lqab016] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2020] [Revised: 02/17/2021] [Accepted: 03/26/2021] [Indexed: 02/07/2023] Open
Abstract
Identifying robust predictive biomarkers to stratify colorectal cancer (CRC) patients based on their response to immune-checkpoint therapy is an area of unmet clinical need. Our evolutionary algorithm Atlas Correlation Explorer (ACE) represents a novel approach for mining The Cancer Genome Atlas (TCGA) data for clinically relevant associations. We deployed ACE to identify candidate predictive biomarkers of response to immune-checkpoint therapy in CRC. We interrogated the colon adenocarcinoma (COAD) gene expression data across nine immune-checkpoints (PDL1, PDCD1, CTLA4, LAG3, TIM3, TIGIT, ICOS, IDO1 and BTLA). IL2RB was identified as the most common gene associated with immune-checkpoint genes in CRC. Using human/murine single-cell RNA-seq data, we demonstrated that IL2RB was expressed predominantly in a subset of T-cells associated with increased immune-checkpoint expression (P < 0.0001). Confirmatory IL2RB immunohistochemistry (IHC) analysis in a large MSI-H colon cancer tissue microarray (TMA; n = 115) revealed sensitive, specific staining of a subset of lymphocytes and a strong association with FOXP3+ lymphocytes (P < 0.0001). IL2RB mRNA positively correlated with three previously-published gene signatures of response to immune-checkpoint therapy (P < 0.0001). Our evolutionary algorithm has identified IL2RB to be extensively linked to immune-checkpoints in CRC; its expression should be investigated for clinical utility as a potential predictive biomarker for CRC patients receiving immune-checkpoint blockade.
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Affiliation(s)
- Matthew Alderdice
- Patrick G Johnston Centre for Cancer Research, Queen’s University Belfast, BT9 7AE, Northern Ireland
- Health Data Research UK Wales and Northern Ireland
| | - Stephanie G Craig
- Precision Medicine Centre of Excellence, Patrick G Johnston Centre for Cancer Research, Queen’s University Belfast, Belfast, BT9 7AE, Northern Ireland
| | - Matthew P Humphries
- Precision Medicine Centre of Excellence, Patrick G Johnston Centre for Cancer Research, Queen’s University Belfast, Belfast, BT9 7AE, Northern Ireland
| | - Alan Gilmore
- Patrick G Johnston Centre for Cancer Research, Queen’s University Belfast, BT9 7AE, Northern Ireland
| | - Nicole Johnston
- Patrick G Johnston Centre for Cancer Research, Queen’s University Belfast, BT9 7AE, Northern Ireland
| | - Victoria Bingham
- Patrick G Johnston Centre for Cancer Research, Queen’s University Belfast, BT9 7AE, Northern Ireland
- Precision Medicine Centre of Excellence, Patrick G Johnston Centre for Cancer Research, Queen’s University Belfast, Belfast, BT9 7AE, Northern Ireland
| | - Vicky Coyle
- Patrick G Johnston Centre for Cancer Research, Queen’s University Belfast, BT9 7AE, Northern Ireland
| | - Seedevi Senevirathne
- Patrick G Johnston Centre for Cancer Research, Queen’s University Belfast, BT9 7AE, Northern Ireland
| | - Daniel B Longley
- Patrick G Johnston Centre for Cancer Research, Queen’s University Belfast, BT9 7AE, Northern Ireland
| | - Maurice B Loughrey
- Patrick G Johnston Centre for Cancer Research, Queen’s University Belfast, BT9 7AE, Northern Ireland
| | - Stephen McQuaid
- Patrick G Johnston Centre for Cancer Research, Queen’s University Belfast, BT9 7AE, Northern Ireland
- Precision Medicine Centre of Excellence, Patrick G Johnston Centre for Cancer Research, Queen’s University Belfast, Belfast, BT9 7AE, Northern Ireland
| | - Jacqueline A James
- Precision Medicine Centre of Excellence, Patrick G Johnston Centre for Cancer Research, Queen’s University Belfast, Belfast, BT9 7AE, Northern Ireland
| | - Manuel Salto-Tellez
- Precision Medicine Centre of Excellence, Patrick G Johnston Centre for Cancer Research, Queen’s University Belfast, Belfast, BT9 7AE, Northern Ireland
| | - Mark Lawler
- Patrick G Johnston Centre for Cancer Research, Queen’s University Belfast, BT9 7AE, Northern Ireland
- Health Data Research UK Wales and Northern Ireland
| | - Darragh G McArt
- To whom correspondence should be addressed. Tel: +028 9097 2629;
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8
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Greene C, O'Doherty E, Abdullahi Sidi F, Bingham V, Fisher NC, Humphries MP, Craig SG, Harewood L, McQuaid S, Lewis C, James J. The Potential of Digital Image Analysis to Determine Tumor Cell Content in Biobanked Formalin-Fixed, Paraffin-Embedded Tissue Samples. Biopreserv Biobank 2021; 19:324-331. [PMID: 33780631 DOI: 10.1089/bio.2020.0105] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022] Open
Abstract
Introduction: Best practices dictate that biobanks ensure accurate determination of tumor content before supplying formalin-fixed, paraffin-embedded (FFPE) tissue samples to researchers for nucleic acid extraction and downstream molecular testing. It is advisable that trained and competent individuals, who understand the requirements of the downstream molecular tests, perform the microscopic morphological examination. However, the special skills, time, and costs associated with these assessments can be prohibitive, especially in large case cohorts requiring extensive pathological review. Determination of tumor content reliably by digital image analysis (DIA) could represent a significant advantage if validated, utilized, and deployed by biobanks. Materials and Methods: Whole slide digital scanned images of colorectal, lung, and breast cancer specimens were created. The scanned images were imported into the DIA software QuPath and digital annotations were completed by biobank technicians, under the direction of trained histopathology senior scientists. Automated cell detection was conducted and tumor epithelial cells were classified and quantified. Results: DIA scores were highly concordant with the manual assessment for 376 of 435 samples (86%). A detailed review of discordant cases indicated digital scores had a higher accuracy than the manual estimation. Conclusion: Automated digital quantification has the potential to replace visual estimations with reduced subjectivity and increased reliability compared with manual tumor estimations. We recommend the use of DIA by biobanks involved in provision of FFPE tissue samples, especially in large research studies requiring high volumes of cases to be analyzed.
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Affiliation(s)
- Christine Greene
- Northern Ireland Biobank, Center for Cancer Research and Cell Biology, Queen's University, Belfast, United Kingdom
| | - Edwina O'Doherty
- Northern Ireland Biobank, Center for Cancer Research and Cell Biology, Queen's University, Belfast, United Kingdom
| | - Fatima Abdullahi Sidi
- Precision Medicine Center of Excellence, Center for Cancer Research and Cell Biology, Queen's University Belfast, Northern Ireland, United Kingdom
| | - Victoria Bingham
- Precision Medicine Center of Excellence, Center for Cancer Research and Cell Biology, Queen's University Belfast, Northern Ireland, United Kingdom
| | - Natalie C Fisher
- Precision Medicine Center of Excellence, Center for Cancer Research and Cell Biology, Queen's University Belfast, Northern Ireland, United Kingdom
| | - Matthew P Humphries
- Precision Medicine Center of Excellence, Center for Cancer Research and Cell Biology, Queen's University Belfast, Northern Ireland, United Kingdom
| | - Stephanie G Craig
- Precision Medicine Center of Excellence, Center for Cancer Research and Cell Biology, Queen's University Belfast, Northern Ireland, United Kingdom
| | - Louise Harewood
- Precision Medicine Center of Excellence, Center for Cancer Research and Cell Biology, Queen's University Belfast, Northern Ireland, United Kingdom
| | - Stephen McQuaid
- Northern Ireland Biobank, Center for Cancer Research and Cell Biology, Queen's University, Belfast, United Kingdom
| | - Claire Lewis
- Northern Ireland Biobank, Center for Cancer Research and Cell Biology, Queen's University, Belfast, United Kingdom
| | - Jacqueline James
- Northern Ireland Biobank, Center for Cancer Research and Cell Biology, Queen's University, Belfast, United Kingdom.,Precision Medicine Center of Excellence, Center for Cancer Research and Cell Biology, Queen's University Belfast, Northern Ireland, United Kingdom
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Loughrey MB, McGrath J, Coleman HG, Bankhead P, Maxwell P, McGready C, Bingham V, Humphries MP, Craig SG, McQuaid S, Salto-Tellez M, James JA. Identifying mismatch repair-deficient colon cancer: near-perfect concordance between immunohistochemistry and microsatellite instability testing in a large, population-based series. Histopathology 2021; 78:401-413. [PMID: 32791559 DOI: 10.1111/his.14233] [Citation(s) in RCA: 43] [Impact Index Per Article: 14.3] [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: 06/24/2020] [Revised: 07/30/2020] [Accepted: 08/10/2020] [Indexed: 12/12/2022]
Abstract
AIMS Establishing the mismatch repair (MMR) status of colorectal cancers is important to enable the detection of underlying Lynch syndrome and inform prognosis and therapy. Current testing typically involves either polymerase chain reaction (PCR)-based microsatellite instability (MSI) testing or MMR protein immunohistochemistry (IHC). The aim of this study was to compare these two approaches in a large, population-based cohort of stage 2 and 3 colon cancer cases in Northern Ireland. METHODS AND RESULTS The study used the Promega pentaplex assay to determine MSI status and a four-antibody MMR IHC panel. IHC was applied to tumour tissue microarrays with triplicate tumour sampling, and assessed manually. Of 593 cases with available MSI and MMR IHC results, 136 (22.9%) were MSI-high (MSI-H) and 135 (22.8%) showed abnormal MMR IHC. Concordance was extremely high, with 97.1% of MSI-H cases showing abnormal MMR IHC, and 97.8% of cases with abnormal IHC showing MSI-H status. Under-representation of tumour epithelial cells in samples from heavily inflamed tumours resulted in misclassification of several cases with abnormal MMR IHC as microsatellite-stable. MMR IHC revealed rare cases with unusual patterns of MMR protein expression, unusual combinations of expression loss, or secondary clonal loss of expression, as further illustrated by repeat immunostaining on whole tissue sections. CONCLUSIONS MSI PCR testing and MMR IHC can be considered to be equally proficient tests for establishing MMR/MSI status, when there is awareness of the potential pitfalls of either method. The choice of methodology may depend on available services and expertise.
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Affiliation(s)
- Maurice B Loughrey
- Department of Cellular Pathology, Belfast Health and Social Care Trust, Belfast, UK
- Patrick G. Johnston Centre for Cancer Research, Queen's University Belfast, Belfast, UK
- Centre for Public Health, Queen's University Belfast, Belfast, UK
| | - Jason McGrath
- Precision Medicine Centre of Excellence, Queen's University Belfast, Belfast, UK
| | - Helen G Coleman
- Patrick G. Johnston Centre for Cancer Research, Queen's University Belfast, Belfast, UK
- Centre for Public Health, Queen's University Belfast, Belfast, UK
| | - Peter Bankhead
- Edinburgh Pathology/Institute of Genetics and Molecular Medicine, University of Edinburgh, Edinburgh, UK
| | - Perry Maxwell
- Precision Medicine Centre of Excellence, Queen's University Belfast, Belfast, UK
| | - Claire McGready
- Precision Medicine Centre of Excellence, Queen's University Belfast, Belfast, UK
- Northern Ireland Biobank, Health Sciences Building, Queen's University Belfast, Belfast, UK
| | - Victoria Bingham
- Precision Medicine Centre of Excellence, Queen's University Belfast, Belfast, UK
| | - Matthew P Humphries
- Precision Medicine Centre of Excellence, Queen's University Belfast, Belfast, UK
| | - Stephanie G Craig
- Patrick G. Johnston Centre for Cancer Research, Queen's University Belfast, Belfast, UK
| | - Stephen McQuaid
- Department of Cellular Pathology, Belfast Health and Social Care Trust, Belfast, UK
- Precision Medicine Centre of Excellence, Queen's University Belfast, Belfast, UK
- Northern Ireland Biobank, Health Sciences Building, Queen's University Belfast, Belfast, UK
| | - Manuel Salto-Tellez
- Department of Cellular Pathology, Belfast Health and Social Care Trust, Belfast, UK
- Patrick G. Johnston Centre for Cancer Research, Queen's University Belfast, Belfast, UK
- Precision Medicine Centre of Excellence, Queen's University Belfast, Belfast, UK
| | - Jacqueline A James
- Department of Cellular Pathology, Belfast Health and Social Care Trust, Belfast, UK
- Patrick G. Johnston Centre for Cancer Research, Queen's University Belfast, Belfast, UK
- Precision Medicine Centre of Excellence, Queen's University Belfast, Belfast, UK
- Northern Ireland Biobank, Health Sciences Building, Queen's University Belfast, Belfast, UK
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10
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Abdullahi Sidi F, Bingham V, Craig SG, McQuaid S, James J, Humphries MP, Salto-Tellez M. PD-L1 Multiplex and Quantitative Image Analysis for Molecular Diagnostics. Cancers (Basel) 2020; 13:E29. [PMID: 33374775 PMCID: PMC7796246 DOI: 10.3390/cancers13010029] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2020] [Revised: 12/11/2020] [Accepted: 12/17/2020] [Indexed: 02/07/2023] Open
Abstract
Multiplex immunofluorescence (mIF) and digital image analysis (DIA) have transformed the ability to analyse multiple biomarkers. We aimed to validate a clinical workflow for quantifying PD-L1 in non-small cell lung cancer (NSCLC). NSCLC samples were stained with a validated mIF panel. Immunohistochemistry (IHC) was conducted and mIF slides were scanned on an Akoya Vectra Polaris. Scans underwent DIA using QuPath. Single channel immunofluorescence was concordant with single-plex IHC. DIA facilitated quantification of cell types expressing single or multiple phenotypic markers. Considerations for analysis included classifier accuracy, macrophage infiltration, spurious staining, threshold sensitivity by DIA, sensitivity of cell identification in the mIF. Alternative sequential detection of biomarkers by DIA potentially impacted final score. Strong concordance was observed between 3,3'-Diaminobenzidine (DAB) IHC slides and mIF slides (R2 = 0.7323). Comparatively, DIA on DAB IHC was seen to overestimate the PD-L1 score more frequently than on mIF slides. Overall, concordance between DIA on DAB IHC slides and mIF slides was 95%. DIA of mIF slides is rapid, highly comparable to DIA on DAB IHC slides, and enables comprehensive extraction of phenotypic data and specific microenvironmental detail intrinsic to the sample. Exploration of the clinical relevance of mIF in the context of immunotherapy treated cases is warranted.
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Affiliation(s)
- Fatima Abdullahi Sidi
- Precision Medicine Centre of Excellence, The Patrick G Johnston Centre for Cancer Research, Queen’s University, Belfast BT9 7AE, UK; (F.A.S.); (V.B.); (S.G.C.); (S.M.); (J.J.); (M.P.H.)
| | - Victoria Bingham
- Precision Medicine Centre of Excellence, The Patrick G Johnston Centre for Cancer Research, Queen’s University, Belfast BT9 7AE, UK; (F.A.S.); (V.B.); (S.G.C.); (S.M.); (J.J.); (M.P.H.)
| | - Stephanie G. Craig
- Precision Medicine Centre of Excellence, The Patrick G Johnston Centre for Cancer Research, Queen’s University, Belfast BT9 7AE, UK; (F.A.S.); (V.B.); (S.G.C.); (S.M.); (J.J.); (M.P.H.)
| | - Stephen McQuaid
- Precision Medicine Centre of Excellence, The Patrick G Johnston Centre for Cancer Research, Queen’s University, Belfast BT9 7AE, UK; (F.A.S.); (V.B.); (S.G.C.); (S.M.); (J.J.); (M.P.H.)
- Cellular Pathology, Belfast Health and Social Care Trust, Belfast City Hospital, Lisburn Road, Belfast BT9 7AB, UK
- Northern Ireland Biobank, The Patrick G Johnston Centre for Cancer Research, Queen’s University, Belfast BT9 7AE, UK
| | - Jacqueline James
- Precision Medicine Centre of Excellence, The Patrick G Johnston Centre for Cancer Research, Queen’s University, Belfast BT9 7AE, UK; (F.A.S.); (V.B.); (S.G.C.); (S.M.); (J.J.); (M.P.H.)
- Cellular Pathology, Belfast Health and Social Care Trust, Belfast City Hospital, Lisburn Road, Belfast BT9 7AB, UK
- Northern Ireland Biobank, The Patrick G Johnston Centre for Cancer Research, Queen’s University, Belfast BT9 7AE, UK
| | - Matthew P. Humphries
- Precision Medicine Centre of Excellence, The Patrick G Johnston Centre for Cancer Research, Queen’s University, Belfast BT9 7AE, UK; (F.A.S.); (V.B.); (S.G.C.); (S.M.); (J.J.); (M.P.H.)
| | - Manuel Salto-Tellez
- Precision Medicine Centre of Excellence, The Patrick G Johnston Centre for Cancer Research, Queen’s University, Belfast BT9 7AE, UK; (F.A.S.); (V.B.); (S.G.C.); (S.M.); (J.J.); (M.P.H.)
- Cellular Pathology, Belfast Health and Social Care Trust, Belfast City Hospital, Lisburn Road, Belfast BT9 7AB, UK
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11
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Craig SG, Humphries MP, Alderdice M, Bingham V, Richman SD, Loughrey MB, Coleman HG, Viratham-Pulsawatdi A, McCombe K, Murray GI, Blake A, Domingo E, Robineau J, Brown L, Fisher D, Seymour MT, Quirke P, Bankhead P, McQuaid S, Lawler M, McArt DG, Maughan TS, James JA, Salto-Tellez M. Immune status is prognostic for poor survival in colorectal cancer patients and is associated with tumour hypoxia. Br J Cancer 2020; 123:1280-1288. [PMID: 32684627 PMCID: PMC7555485 DOI: 10.1038/s41416-020-0985-5] [Citation(s) in RCA: 39] [Impact Index Per Article: 9.8] [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: 12/16/2019] [Revised: 06/09/2020] [Accepted: 06/23/2020] [Indexed: 01/01/2023] Open
Abstract
BACKGROUND Immunohistochemical quantification of the immune response is prognostic for colorectal cancer (CRC). Here, we evaluate the suitability of alternative immune classifiers on prognosis and assess whether they relate to biological features amenable to targeted therapy. METHODS Overall survival by immune (CD3, CD4, CD8, CD20 and FOXP3) and immune-checkpoint (ICOS, IDO-1 and PD-L1) biomarkers in independent CRC cohorts was evaluated. Matched mutational and transcriptomic data were interrogated to identify associated biology. RESULTS Determination of immune-cold tumours by combined low-density cell counts of CD3, CD4 and CD8 immunohistochemistry constituted the best prognosticator across stage II-IV CRC, particularly in patients with stage IV disease (HR 1.98 [95% CI: 1.47-2.67]). These immune-cold CRCs were associated with tumour hypoxia, confirmed using CAIX immunohistochemistry (P = 0.0009), which may mediate disease progression through common biology (KRAS mutations, CRIS-B subtype and SPP1 mRNA overexpression). CONCLUSIONS Given the significantly poorer survival of immune-cold CRC patients, these data illustrate that assessment of CD4-expressing cells complements low CD3 and CD8 immunohistochemical quantification in the tumour bulk, potentially facilitating immunophenotyping of patient biopsies to predict prognosis. In addition, we found immune-cold CRCs to associate with a difficult-to-treat, poor prognosis hypoxia signature, indicating that these patients may benefit from hypoxia-targeting clinical trials.
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Affiliation(s)
- Stephanie G Craig
- Precision Medicine Centre of Excellence, Centre for Cell Research and Cell Biology, Queen's University Belfast, Belfast, Northern Ireland
| | - Matthew P Humphries
- Precision Medicine Centre of Excellence, Centre for Cell Research and Cell Biology, Queen's University Belfast, Belfast, Northern Ireland
| | - Matthew Alderdice
- Precision Medicine Centre of Excellence, Centre for Cell Research and Cell Biology, Queen's University Belfast, Belfast, Northern Ireland
| | - Victoria Bingham
- Precision Medicine Centre of Excellence, Centre for Cell Research and Cell Biology, Queen's University Belfast, Belfast, Northern Ireland
| | - Susan D Richman
- Leeds Institute of Medical Research at St James's, University of Leeds, Leeds, UK
| | - Maurice B Loughrey
- Department of Cellular Pathology, Royal Victoria Hospital, Belfast Health and Social Care Trust, Belfast, Northern Ireland
- Centre for Public Health, Queen's University Belfast, Belfast, Northern Ireland
| | - Helen G Coleman
- Centre for Public Health, Queen's University Belfast, Belfast, Northern Ireland
| | - Amelie Viratham-Pulsawatdi
- Precision Medicine Centre of Excellence, Centre for Cell Research and Cell Biology, Queen's University Belfast, Belfast, Northern Ireland
| | - Kris McCombe
- Precision Medicine Centre of Excellence, Centre for Cell Research and Cell Biology, Queen's University Belfast, Belfast, Northern Ireland
| | - Graeme I Murray
- Pathology, School of Medicine, Medical Sciences and Nutrition, University of Aberdeen, Aberdeen, Scotland
| | - Andrew Blake
- CRUK/MRC Oxford Institute for Radiation Oncology, Oxford University, Oxford, England
| | - Enric Domingo
- CRUK/MRC Oxford Institute for Radiation Oncology, Oxford University, Oxford, England
| | - James Robineau
- CRUK/MRC Oxford Institute for Radiation Oncology, Oxford University, Oxford, England
| | - Louise Brown
- MRC Clinical Trials Unit, University College London, London, UK
| | - David Fisher
- MRC Clinical Trials Unit, University College London, London, UK
| | - Matthew T Seymour
- Leeds Institute of Medical Research at St James's, University of Leeds, Leeds, UK
| | - Phil Quirke
- Leeds Institute of Medical Research at St James's, University of Leeds, Leeds, UK
| | - Peter Bankhead
- Division of Pathology, University of Edinburgh, Edinburgh, Scotland
| | - Stephen McQuaid
- Precision Medicine Centre of Excellence, Centre for Cell Research and Cell Biology, Queen's University Belfast, Belfast, Northern Ireland
- Department of Cellular Pathology, Royal Victoria Hospital, Belfast Health and Social Care Trust, Belfast, Northern Ireland
| | - Mark Lawler
- Precision Medicine Centre of Excellence, Centre for Cell Research and Cell Biology, Queen's University Belfast, Belfast, Northern Ireland
| | - Darragh G McArt
- Precision Medicine Centre of Excellence, Centre for Cell Research and Cell Biology, Queen's University Belfast, Belfast, Northern Ireland
| | - Tim S Maughan
- CRUK/MRC Oxford Institute for Radiation Oncology, Oxford University, Oxford, England
| | - Jacqueline A James
- Precision Medicine Centre of Excellence, Centre for Cell Research and Cell Biology, Queen's University Belfast, Belfast, Northern Ireland
- Department of Cellular Pathology, Royal Victoria Hospital, Belfast Health and Social Care Trust, Belfast, Northern Ireland
| | - Manuel Salto-Tellez
- Precision Medicine Centre of Excellence, Centre for Cell Research and Cell Biology, Queen's University Belfast, Belfast, Northern Ireland.
- Department of Cellular Pathology, Royal Victoria Hospital, Belfast Health and Social Care Trust, Belfast, Northern Ireland.
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12
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Viratham Pulsawatdi A, Craig SG, Bingham V, McCombe K, Humphries MP, Senevirathne S, Richman SD, Quirke P, Campo L, Domingo E, Maughan TS, James JA, Salto‐Tellez M. A robust multiplex immunofluorescence and digital pathology workflow for the characterisation of the tumour immune microenvironment. Mol Oncol 2020; 14:2384-2402. [PMID: 32671911 PMCID: PMC7530793 DOI: 10.1002/1878-0261.12764] [Citation(s) in RCA: 57] [Impact Index Per Article: 14.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2020] [Revised: 06/17/2020] [Accepted: 07/13/2020] [Indexed: 12/28/2022] Open
Abstract
Multiplex immunofluorescence is a powerful tool for the simultaneous detection of tissue-based biomarkers, revolutionising traditional immunohistochemistry. The Opal methodology allows up to eight biomarkers to be measured concomitantly without cross-reactivity, permitting identification of different cell populations within the tumour microenvironment. In this study, we aimed to validate a multiplex immunofluorescence workflow in two complementary multiplex panels and evaluate the tumour immune microenvironment in colorectal cancer (CRC) formalin-fixed paraffin-embedded tissue. We stained CRC and tonsil samples using Opal multiplex immunofluorescence on a Leica BOND RX immunostainer. We then acquired images on an Akoya Vectra Polaris and performed multispectral unmixing using inform. Antibody panels were validated on tissue microarray sections containing cores from six normal tissue types, using qupath for image analysis. Comparisons between chromogenic immunohistochemistry and multiplex immunofluorescence on consecutive sections from the same tissue microarray showed significant correlation (rs > 0.9, P-value < 0.0001), validating both panels. We identified many factors that influenced the quality of the acquired fluorescent images, including biomarker co-expression, staining order, Opal-antibody pairing, sample thickness, multispectral unmixing and biomarker detection order during image analysis. Overall, we report the optimisation and validation of a multiplex immunofluorescence process, from staining to image analysis, ensuring assay robustness. Our multiplex immunofluorescence protocols permit the accurate detection of multiple immune markers in various tissue types, using a workflow that enables rapid processing of samples, above and beyond previous workflows.
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Affiliation(s)
| | - Stephanie G. Craig
- Patrick G Johnston Centre for Cancer ResearchQueen's University BelfastBelfastUK
| | - Victoria Bingham
- Patrick G Johnston Centre for Cancer ResearchQueen's University BelfastBelfastUK
| | - Kris McCombe
- Patrick G Johnston Centre for Cancer ResearchQueen's University BelfastBelfastUK
| | - Matthew P. Humphries
- Patrick G Johnston Centre for Cancer ResearchQueen's University BelfastBelfastUK
| | - Seedevi Senevirathne
- Patrick G Johnston Centre for Cancer ResearchQueen's University BelfastBelfastUK
| | - Susan D. Richman
- Leeds Institute of Medical Research at St James'sUniversity of LeedsLeedsUK
| | - Phil Quirke
- Leeds Institute of Medical Research at St James'sUniversity of LeedsLeedsUK
| | - Leticia Campo
- CRUK/MRC Oxford Institute for Radiation OncologyOxford UniversityOxfordUK
| | - Enric Domingo
- CRUK/MRC Oxford Institute for Radiation OncologyOxford UniversityOxfordUK
| | - Timothy S. Maughan
- CRUK/MRC Oxford Institute for Radiation OncologyOxford UniversityOxfordUK
| | - Jacqueline A. James
- Patrick G Johnston Centre for Cancer ResearchQueen's University BelfastBelfastUK
- Belfast Health and Social Care TrustBelfastUK
| | - Manuel Salto‐Tellez
- Patrick G Johnston Centre for Cancer ResearchQueen's University BelfastBelfastUK
- CRUK/MRC Oxford Institute for Radiation OncologyOxford UniversityOxfordUK
- Belfast Health and Social Care TrustBelfastUK
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13
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Owens R, Gilmore E, Bingham V, Cardwell C, McBride H, McQuaid S, Humphries M, Kelly P. Comparison of different anti-Ki67 antibody clones and hot-spot sizes for assessing proliferative index and grading in pancreatic neuroendocrine tumours using manual and image analysis. Histopathology 2020; 77:646-658. [PMID: 32617996 DOI: 10.1111/his.14200] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [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: 04/21/2020] [Revised: 06/16/2020] [Accepted: 06/26/2020] [Indexed: 01/06/2023]
Abstract
AIMS Ki67 proliferative index (PI) is essential for grading gastroenteric and pancreatic neuroendocrine tumours (GEP NETs). Analytical and preanalytical variables can affect Ki67 PI. In contrast to counting methodology, until now little attention has focused on the question of clone equivalence and the effect of hot-spot size on Ki67 PI in GEP NETs. Using manual counting and image analysis, this study compared the Ki67 PI achieved using MM1, K2 and 30-9 to MIB1, a clone which has been validated for, and is referenced in, guidelines relating to assessment of Ki67 PI in GEP NETs. METHODS AND RESULTS Forty-two pancreatic NETs were each immunohistochemically stained for the anti-Ki67 clones MIB1, MM1, K2 and 30-9. Ki67 PI was calculated manually and by image analysis, the latter using three different hot-spot sizes. In manual comparisons using single hot-spot high-power fields, non-MIB1 clones overestimated Ki67 PI compared to MIB1, resulting in grading discordances. Image analysis shows good agreement with manual Ki67 PI but a tendency to overestimate absolute Ki67 PI. Increasing the size of tumour hot-spot from 500 to 2000 cells resulted in a decrease in Ki67 PI. CONCLUSION Different anti-Ki67 clones do not produce equivalent PIs in GEP NETs, and clone selection may therefore affect patient care. Increasing the hot-spot size decreases the Ki67 PI. Greater standardisation in terms of antibody clone selection and hot-spot size is required for grading GEP NETs. Image analysis is an effective tool for assisting Ki67 assessment and allows easier standardisation of the size of the tumour hot-spot.
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Affiliation(s)
- Roisin Owens
- Department of Cellular Pathology, Belfast Health and Social Care Trust, Belfast, Northern Ireland, UK
| | - Elaine Gilmore
- Precision Medicine Centre of Excellence, Centre for Cancer Research and Cell Biology, Queen's University Belfast, Belfast, Northern Ireland, UK
| | - Victoria Bingham
- Precision Medicine Centre of Excellence, Centre for Cancer Research and Cell Biology, Queen's University Belfast, Belfast, Northern Ireland, UK
| | - Christopher Cardwell
- Centre for Public Health, Institute of Clinical Sciences, Queen's University, Belfast, Northern Ireland, UK
| | - Hilary McBride
- Department of Cellular Pathology, Belfast Health and Social Care Trust, Belfast, Northern Ireland, UK
| | - Stephen McQuaid
- Precision Medicine Centre of Excellence, Centre for Cancer Research and Cell Biology, Queen's University Belfast, Belfast, Northern Ireland, UK
| | - Matthew Humphries
- Precision Medicine Centre of Excellence, Centre for Cancer Research and Cell Biology, Queen's University Belfast, Belfast, Northern Ireland, UK
| | - Paul Kelly
- Department of Cellular Pathology, Belfast Health and Social Care Trust, Belfast, Northern Ireland, UK
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14
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Humphries MP, Bingham V, Sidi FA, Craig SG, McQuaid S, James J, Salto-Tellez M. Abstract 5307: The impact of image analysis and multiplex hybridization on PD-L1 diagnostic case triage. Cancer Res 2020. [DOI: 10.1158/1538-7445.am2020-5307] [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: Immune checkpoint blockade therapy is a new paradigm in cancer treatment with durable tumor regression and prolonged stabilization of disease in patients with advanced cancers, including non-small cell lung cancer (NSCLC). However, clinical assessment using immunohistochemistry (IHC) remains complex and ambiguous.
Methods: PD-L1 IHC staining was performed as a routine clinical reflex test on 802 NSCLC cases over an 18 month period using an automated staining system with PD-L1 clone SP263. PD-L1 expression was assessed using image analysis (IA) by 2 individuals and concordance was evaluated between the recorded manual clinical score and the digitally generated score. Additionally, a subset of 330 samples, representing cases with either varying PD-L1 expression or difficulty in assessment, were stained by multiplex immunofluorescence. Sensitivity and specificity was compared between manual assessments of both chromogenic and multiplex IHC.
Results: PD-L1 expression by IA showed significant concordance (R²=0.8248) to manual assessment. Sensitivity and specificity was 86.8% and 91.4%, respectively. Discordant cases were mainly due to spurious or poor staining quality, difficult classification by IA and overabundant macrophages and a low IA detection threshold. Evaluation of IA scores 10-49% and >70% revealed 96.8% concordance to manual assessment. Multiplex assessment enabled PD-L1+/CD68+ macrophages to be readily identified within PD-L1+/CK+ or PD-L1-/CK+ tumor nests. Manual assessment of multiplex vs. chromogenic IHC was highly concordant, with a sensitivity and specificity respectively of 97.8% and 91.8%.
Conclusions: Deployment of IA in routine PD-L1 IHC assessment of NSCLC represents a beneficial time saving process and could aid case triage saving >50% of pathologist review time. However cases close to diagnostic thresholds still require a more comprehensive pathological evaluation. Multiplex IHC provides a higher level of confidence in PD-L1 assessment and could be offered for challenging cases by centers with access to appropriate expertise and specialist equipment.
Citation Format: Matthew P. Humphries, Victoria Bingham, Fatima Abdullahi Sidi, Stephanie G. Craig, Stephen McQuaid, Jacquline James, Manuel Salto-Tellez. The impact of image analysis and multiplex hybridization on PD-L1 diagnostic case triage [abstract]. In: Proceedings of the Annual Meeting of the American Association for Cancer Research 2020; 2020 Apr 27-28 and Jun 22-24. Philadelphia (PA): AACR; Cancer Res 2020;80(16 Suppl):Abstract nr 5307.
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Humphries MP, Craig SG, Kacprzyk R, Fisher NC, Bingham V, McQuaid S, Murray GI, McManus D, Turkington RC, James J, Salto-Tellez M. The adaptive immune and immune checkpoint landscape of neoadjuvant treated esophageal adenocarcinoma using digital pathology quantitation. BMC Cancer 2020; 20:500. [PMID: 32487090 PMCID: PMC7268770 DOI: 10.1186/s12885-020-06987-y] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [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: 11/29/2019] [Accepted: 05/21/2020] [Indexed: 02/07/2023] Open
Abstract
BACKGROUND Limited studies examine the immune landscape in Esophageal Adenocarcinoma (EAC). We aim to identify novel associations, which may inform immunotherapy treatment stratification. METHODS Three hundred twenty-nine EAC cases were available in Tissue Microarrays (TMA) format. A discovery cohort of 166 EAC cases were stained immunohistochemically for range of adaptive immune (CD3, CD4, CD8 and CD45RO) and immune checkpoint biomarkers (ICOS, IDO-1, PD-L1, PD-1). A validation cohort of 163 EAC cases was also accessed. A digital pathology analysis approach was used to quantify biomarker density. RESULTS CD3, CD4, CD8, CD45RO, ICOS and PD-1 were individually predictive of better overall survival (OS) (Log rank p = < 0.001; p = 0.014; p = 0.001; p = < 0.001; p = 0.008 and p = 0.026 respectively). Correlation and multivariate analysis identified high CD45RO/ICOS patients with significantly improved OS which was independently prognostic (HR = 0.445, (0.223-0.886), p = 0.021). Assessment of CD45RO and ICOS high cases in the validation cohort revealed an associated with improved OS (HR = 0.601 (0.363-0.996), p = 0.048). Multiplex IHC identified cellular co-expression of high CD45RO/ICOS. High CD45RO/ICOS patients have significantly improved OS. CONCLUSIONS Multiplexing identifies true cellular co-expression. These data demonstrate that co-expression of immune biomarkers are associated with better outcome in EAC and may provide evidence for immunotherapy treatment stratification.
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Affiliation(s)
- Matthew P Humphries
- Precision Medicine Centre of Excellence, Patrick G Johnston Centre for Cancer Research, Queen's University, Belfast, UK
| | - Stephanie G Craig
- Precision Medicine Centre of Excellence, Patrick G Johnston Centre for Cancer Research, Queen's University, Belfast, UK
| | - Rafal Kacprzyk
- Precision Medicine Centre of Excellence, Patrick G Johnston Centre for Cancer Research, Queen's University, Belfast, UK
| | - Natalie C Fisher
- Precision Medicine Centre of Excellence, Patrick G Johnston Centre for Cancer Research, Queen's University, Belfast, UK
| | - Victoria Bingham
- Precision Medicine Centre of Excellence, Patrick G Johnston Centre for Cancer Research, Queen's University, Belfast, UK
| | - Stephen McQuaid
- Precision Medicine Centre of Excellence, Patrick G Johnston Centre for Cancer Research, Queen's University, Belfast, UK
- Cellular Pathology, Belfast Health and Social Care Trust, Belfast City Hospital, Lisburn Road, Belfast, UK
- Northern Ireland Biobank, Centre for Cancer Research and Cell Biology, Queen's University, Belfast, UK
| | - Graeme I Murray
- Pathology, School of Medicine, Medical Sciences and Nutrition, University of Aberdeen, Aberdeen, Scotland
| | - Damian McManus
- Cellular Pathology, Belfast Health and Social Care Trust, Belfast City Hospital, Lisburn Road, Belfast, UK
| | | | - Jacqueline James
- Precision Medicine Centre of Excellence, Patrick G Johnston Centre for Cancer Research, Queen's University, Belfast, UK
- Cellular Pathology, Belfast Health and Social Care Trust, Belfast City Hospital, Lisburn Road, Belfast, UK
- Northern Ireland Biobank, Centre for Cancer Research and Cell Biology, Queen's University, Belfast, UK
| | - Manuel Salto-Tellez
- Precision Medicine Centre of Excellence, Patrick G Johnston Centre for Cancer Research, Queen's University, Belfast, UK.
- Cellular Pathology, Belfast Health and Social Care Trust, Belfast City Hospital, Lisburn Road, Belfast, UK.
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16
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Humphries MP, Bingham V, Abdullahi Sidi F, Craig SG, McQuaid S, James J, Salto-Tellez M. Improving the Diagnostic Accuracy of the PD-L1 Test with Image Analysis and Multiplex Hybridization. Cancers (Basel) 2020; 12:E1114. [PMID: 32365629 PMCID: PMC7281311 DOI: 10.3390/cancers12051114] [Citation(s) in RCA: 27] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2020] [Revised: 04/21/2020] [Accepted: 04/26/2020] [Indexed: 11/16/2022] Open
Abstract
Targeting of the programmed cell death protein (PD-1)/programmed death-ligand 1 (PD-L1) axis with checkpoint inhibitors has changed clinical practice in non-small cell lung cancer (NSCLC). However, clinical assessment remains complex and ambiguous. We aim to assess whether digital image analysis (DIA) and multiplex immunofluorescence can improve the accuracy of PD-L1 diagnostic testing. A clinical cohort of routine NSCLC patients reflex tested for PD-L1 (SP263) immunohistochemistry (IHC), was assessed using DIA. Samples of varying assessment difficulty were assessed by multiplex immunofluorescence. Sensitivity, specificity, and concordance was evaluated between manual diagnostic evaluation and DIA for chromogenic and multiplex IHC. PD-L1 expression by DIA showed significant concordance (R² = 0.8248) to manual assessment. Sensitivity and specificity was 86.8% and 91.4%, respectively. Evaluation of DIA scores revealed 96.8% concordance to manual assessment. Multiplexing enabled PD-L1+/CD68+ macrophages to be readily identified within PD-L1+/cytokeratin+ or PD-L1-/cytokeratin+ tumor nests. Assessment of multiplex vs. chromogenic IHC had a sensitivity and specificity of 97.8% and 91.8%, respectively. Deployment of DIA for PD-L1 diagnostic assessment is an accurate process of case triage. Multiplex immunofluorescence provided higher confidence in PD-L1 assessment and could be offered for challenging cases by centers with appropriate expertise and specialist equipment.
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Affiliation(s)
- Matthew P. Humphries
- Precision Medicine Centre of Excellence, The Patrick G Johnston Centre for Cancer Research, Queen’s University, Belfast BT9 7BL, UK; (M.P.H.); (V.B.); (F.A.S.); (S.G.C.); (S.M.); (J.J.)
| | - Victoria Bingham
- Precision Medicine Centre of Excellence, The Patrick G Johnston Centre for Cancer Research, Queen’s University, Belfast BT9 7BL, UK; (M.P.H.); (V.B.); (F.A.S.); (S.G.C.); (S.M.); (J.J.)
| | - Fatima Abdullahi Sidi
- Precision Medicine Centre of Excellence, The Patrick G Johnston Centre for Cancer Research, Queen’s University, Belfast BT9 7BL, UK; (M.P.H.); (V.B.); (F.A.S.); (S.G.C.); (S.M.); (J.J.)
| | - Stephanie G. Craig
- Precision Medicine Centre of Excellence, The Patrick G Johnston Centre for Cancer Research, Queen’s University, Belfast BT9 7BL, UK; (M.P.H.); (V.B.); (F.A.S.); (S.G.C.); (S.M.); (J.J.)
| | - Stephen McQuaid
- Precision Medicine Centre of Excellence, The Patrick G Johnston Centre for Cancer Research, Queen’s University, Belfast BT9 7BL, UK; (M.P.H.); (V.B.); (F.A.S.); (S.G.C.); (S.M.); (J.J.)
- Cellular Pathology, Belfast Health and Social Care Trust, Belfast City Hospital, Lisburn Road, Belfast BT9 7BL, UK
- Northern Ireland Biobank, The Patrick G Johnston Centre for Cancer Research, Queen’s University, Belfast BT9 7BL, UK
| | - Jacqueline James
- Precision Medicine Centre of Excellence, The Patrick G Johnston Centre for Cancer Research, Queen’s University, Belfast BT9 7BL, UK; (M.P.H.); (V.B.); (F.A.S.); (S.G.C.); (S.M.); (J.J.)
- Cellular Pathology, Belfast Health and Social Care Trust, Belfast City Hospital, Lisburn Road, Belfast BT9 7BL, UK
- Northern Ireland Biobank, The Patrick G Johnston Centre for Cancer Research, Queen’s University, Belfast BT9 7BL, UK
| | - Manuel Salto-Tellez
- Precision Medicine Centre of Excellence, The Patrick G Johnston Centre for Cancer Research, Queen’s University, Belfast BT9 7BL, UK; (M.P.H.); (V.B.); (F.A.S.); (S.G.C.); (S.M.); (J.J.)
- Cellular Pathology, Belfast Health and Social Care Trust, Belfast City Hospital, Lisburn Road, Belfast BT9 7BL, UK
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17
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Knowlson C, Haddock P, Bingham V, McQuaid S, Mullan PB, Buckley NE. Pin1 plays a key role in the response to treatment and clinical outcome in triple negative breast cancer. Ther Adv Med Oncol 2020; 12:1758835920906047. [PMID: 32215056 PMCID: PMC7065279 DOI: 10.1177/1758835920906047] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2019] [Accepted: 01/22/2020] [Indexed: 11/22/2022] Open
Abstract
Background: Triple negative breast cancer (TNBC) is the subset of breast cancer associated with the poorest outcome, and currently lacks targeted treatments. Standard of care (SoC) chemotherapy often consists of DNA damaging chemotherapies ± taxanes, with a range of responses observed. However, we currently lack biomarkers to predict this response and lack alternate treatment options. Methods: Pin1 expression was modulated in vitro and proliferation and treatment response was studied. Pin1 expression was analysed in patient samples and correlated with clinical outcome. Results: In this study, we have shown that the prolyl isomerase, Pin1, which is highly expressed in TNBC, plays a key role in pathogenesis of the disease. Knockdown of Pin1 in TNBC resulted in cell death while the opposite is seen in normal cells. We revealed for the first time that loss of Pin1 leads to increased sensitivity to Taxol but only in the absence of functional BRCA1. Conversely, loss of Pin1 results in decreased sensitivity to DNA-damaging agents independent of BRCA1 status. Analysis of Pin1 gene or IHC-based expression in over 200 TNBC patient samples revealed a novel role for Pin1 as a TNBC-specific biomarker, with high expression associated with improved outcome in the context of SoC chemotherapy. Preliminary data indicated this may be extended to other treatment options (e.g. Cisplatin/Parp Inhibitors) that are gaining traction for the treatment of TNBC. Conclusions: This study highlights the important role played by Pin1 in TNBC and highlights the context-dependent functions in modulating cell growth and response to treatment.
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Affiliation(s)
- Catherine Knowlson
- Centre for Cancer Research and Cell Biology, Queen's University Belfast, Belfast, UK
| | - Paula Haddock
- School of Pharmacy, Queen's University Belfast, Belfast, UK
| | - Victoria Bingham
- Centre for Cancer Research and Cell Biology, Queen's University Belfast, Belfast, UK
| | - Stephen McQuaid
- Centre for Cancer Research and Cell Biology, Queen's University Belfast, Belfast, UK
| | - Paul B Mullan
- Centre for Cancer Research and Cell Biology, Queen's University Belfast, Belfast, UK
| | - Niamh E Buckley
- School of Pharmacy, Queen's University Belfast, 97 Lisburn Rd, Belfast, BT9 7BL, UK
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18
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Craig SG, Anderson LA, Moran M, Graham L, Currie K, Rooney K, Robinson M, Bingham V, Cuschieri KS, McQuaid S, Schache AG, Jones TM, McCance D, Salto-Tellez M, McDade SS, James JA. Comparison of Molecular Assays for HPV Testing in Oropharyngeal Squamous Cell Carcinomas: A Population-Based Study in Northern Ireland. Cancer Epidemiol Biomarkers Prev 2020; 29:31-38. [PMID: 31666283 PMCID: PMC9158515 DOI: 10.1158/1055-9965.epi-19-0538] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [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: 05/14/2019] [Revised: 07/26/2019] [Accepted: 10/23/2019] [Indexed: 11/16/2022] Open
Abstract
BACKGROUND Determination of human papillomavirus (HPV) status has become clinically relevant for patient stratification under UICC TNM8 staging. Within the United Kingdom, a combination of p16 IHC and HPV DNA-ISH is recommended for classifying HPV status. This study will assess a series of clinically applicable second-line molecular tests to run in combination with p16 IHC to optimally determine HPV status. METHODS The ability of HPV RNA-ISH, HPV DNA-ISH, and HPV DNA-PCR to identify p16-positive/HPV-positive patients was investigated in a population-based oropharyngeal squamous cell carcinoma (OPSCC) cohort of patients diagnosed in Northern Ireland from 2000 to 2011. RESULTS Only 41% of the Northern Irish OPSCC patient population was associated with HPV-driven carcinogenesis. Both ISH assays were more specific than the DNA-PCR assay (100% and 95% vs. 67%) and were less likely to be affected by preanalytic factors such as increasing block age. A pooled HPV genotype probe for RNA-ISH was found to be the most accurate molecular assay assessed (95% accuracy) when compared with p16 positivity. CONCLUSIONS Our study demonstrates the advantage of tissue-based molecular assays when determining HPV status in retrospective samples. Specifically, we demonstrate the enhanced sensitivity and specificity of ISH techniques compared with PCR-based methodology when working with formalin-fixed paraffin-embedded tissue, and found HPV RNA-ISH to be the most effective assay for determining HPV status. IMPACT As p16 IHC is a relatively inexpensive, accessible, and sensitive test for stratifying patients by HPV status, this study finds that more patients would benefit from first-line p16 IHC followed by specific HPV testing using HPV RNA-ISH to confirm HPV status.
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Affiliation(s)
- Stephanie G Craig
- Northern Ireland Molecular Pathology Laboratory, Queen's University Belfast, Belfast, Northern Ireland, United Kingdom
- Centre for Cell Research and Cell Biology, Queen's University Belfast, Belfast, Northern Ireland, United Kingdom
| | - Lesley A Anderson
- Northern Ireland Cancer Registry, Belfast, Northern Ireland, United Kingdom
- Centre for Public Health, Queen's University Belfast, Belfast, Northern Ireland, United Kingdom
| | | | - Laura Graham
- Northern Ireland Molecular Pathology Laboratory, Queen's University Belfast, Belfast, Northern Ireland, United Kingdom
- Centre for Cell Research and Cell Biology, Queen's University Belfast, Belfast, Northern Ireland, United Kingdom
| | - Keith Currie
- Northern Ireland Molecular Pathology Laboratory, Queen's University Belfast, Belfast, Northern Ireland, United Kingdom
- Centre for Cell Research and Cell Biology, Queen's University Belfast, Belfast, Northern Ireland, United Kingdom
| | - Keith Rooney
- Northern Ireland Cancer Centre, Belfast, Northern Ireland, United Kingdom
| | - Max Robinson
- Centre for Oral Health Research, Newcastle University, England, United Kingdom
| | - Victoria Bingham
- Northern Ireland Molecular Pathology Laboratory, Queen's University Belfast, Belfast, Northern Ireland, United Kingdom
- Centre for Cell Research and Cell Biology, Queen's University Belfast, Belfast, Northern Ireland, United Kingdom
| | - Kate S Cuschieri
- National Health Service Lothian, Edinburgh, Scotland, United Kingdom
| | - Stephen McQuaid
- Northern Ireland Molecular Pathology Laboratory, Queen's University Belfast, Belfast, Northern Ireland, United Kingdom
- Centre for Cell Research and Cell Biology, Queen's University Belfast, Belfast, Northern Ireland, United Kingdom
- Belfast Health and Social Care Trust, Belfast, Northern Ireland, United Kingdom
| | - Andrew G Schache
- Liverpool Head and Neck Centre, Institute of Translational Medicine, University of Liverpool, England, United Kingdom
| | - Terry M Jones
- Liverpool Head and Neck Centre, Institute of Translational Medicine, University of Liverpool, England, United Kingdom
| | - Dennis McCance
- Department of Pathology and the University of New Mexico Comprehensive Cancer Centre, University of New Mexico Medical School, Albuquerque, New Mexico
| | - Manuel Salto-Tellez
- Northern Ireland Molecular Pathology Laboratory, Queen's University Belfast, Belfast, Northern Ireland, United Kingdom
- Centre for Cell Research and Cell Biology, Queen's University Belfast, Belfast, Northern Ireland, United Kingdom
- Belfast Health and Social Care Trust, Belfast, Northern Ireland, United Kingdom
| | - Simon S McDade
- Centre for Cell Research and Cell Biology, Queen's University Belfast, Belfast, Northern Ireland, United Kingdom
| | - Jacqueline A James
- Northern Ireland Molecular Pathology Laboratory, Queen's University Belfast, Belfast, Northern Ireland, United Kingdom.
- Centre for Cell Research and Cell Biology, Queen's University Belfast, Belfast, Northern Ireland, United Kingdom
- Belfast Health and Social Care Trust, Belfast, Northern Ireland, United Kingdom
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19
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McCain RS, McManus DT, McQuaid S, James JA, Salto-Tellez M, Reid NB, Craig S, Chisambo C, Bingham V, McCarron E, Parkes E, Turkington RC, Coleman HG. Alcohol intake, tobacco smoking, and esophageal adenocarcinoma survival: a molecular pathology epidemiology cohort study. Cancer Causes Control 2020; 31:1-11. [PMID: 31786674 PMCID: PMC6942597 DOI: 10.1007/s10552-019-01247-2] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [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: 04/04/2019] [Accepted: 10/28/2019] [Indexed: 12/24/2022]
Abstract
PURPOSE To investigate the association between cigarette smoking, alcohol consumption, and esophageal adenocarcinoma survival, including stratified analysis by selected prognostic biomarkers. METHODS A population-representative sample of 130 esophageal adenocarcinoma patients (n = 130) treated at the Northern Ireland Cancer Centre between 2004 and 2012. Cox proportional hazards models were applied to evaluate associations between smoking status, alcohol intake, and survival. Secondary analyses investigated these associations across categories of p53, HER2, CD8, and GLUT-1 biomarker expression. RESULTS In esophageal adenocarcinoma patients, there was a significantly increased risk of cancer-specific mortality in ever, compared to never, alcohol drinkers in unadjusted (HR 1.96 95% CI 1.13-3.38) but not adjusted (HR 1.70 95% CI 0.95-3.04) analysis. This increased risk of death observed for alcohol consumers was more evident in patients with normal p53 expression, GLUT-1 positive or CD-8 positive tumors. There were no significant associations between survival and smoking status in esophageal adenocarcinoma patients. CONCLUSIONS In esophageal adenocarcinoma patients, cigarette smoking or alcohol consumption was not associated with a significant difference in survival in comparison with never smokers and never drinkers in fully adjusted analysis. However, in some biomarker-selected subgroups, ever-alcohol consumption was associated with a worsened survival in comparison with never drinkers. Larger studies are needed to investigate these findings, as these lifestyle habits may not only be linked to cancer risk but also cancer survival.
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Affiliation(s)
- R Stephen McCain
- Cancer Epidemiology Research Group, Centre for Public Health, Queen's University Belfast, ICS-B Building, RVH Site, Grosvenor Road, Belfast, BT12 6BJ, Northern Ireland.
| | - Damian T McManus
- Department of Pathology, Belfast Health and Social Care Trust, Belfast, Northern Ireland
| | - Stephen McQuaid
- Centre for Cancer Research and Cell Biology, Queen's University Belfast, Belfast, Northern Ireland
| | - Jacqueline A James
- Centre for Cancer Research and Cell Biology, Queen's University Belfast, Belfast, Northern Ireland
| | - Manuel Salto-Tellez
- Centre for Cancer Research and Cell Biology, Queen's University Belfast, Belfast, Northern Ireland
| | - Nathan B Reid
- Centre for Cancer Research and Cell Biology, Queen's University Belfast, Belfast, Northern Ireland
| | - Stephanie Craig
- Centre for Cancer Research and Cell Biology, Queen's University Belfast, Belfast, Northern Ireland
| | - Chintapuza Chisambo
- Department of Pathology, Belfast Health and Social Care Trust, Belfast, Northern Ireland
| | - Victoria Bingham
- Centre for Cancer Research and Cell Biology, Queen's University Belfast, Belfast, Northern Ireland
| | - Eamon McCarron
- Department of Pathology, Belfast Health and Social Care Trust, Belfast, Northern Ireland
| | - Eileen Parkes
- Centre for Cancer Research and Cell Biology, Queen's University Belfast, Belfast, Northern Ireland
| | - Richard C Turkington
- Centre for Cancer Research and Cell Biology, Queen's University Belfast, Belfast, Northern Ireland
| | - Helen G Coleman
- Cancer Epidemiology Research Group, Centre for Public Health, Queen's University Belfast, ICS-B Building, RVH Site, Grosvenor Road, Belfast, BT12 6BJ, Northern Ireland
- Centre for Cancer Research and Cell Biology, Queen's University Belfast, Belfast, Northern Ireland
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20
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Dutton LR, Hoare OP, McCorry AMB, Redmond KL, Adam NE, Canamara S, Bingham V, Mullan PB, Lawler M, Dunne PD, Brazil DP. Fibroblast-derived Gremlin1 localises to epithelial cells at the base of the intestinal crypt. Oncotarget 2019; 10:4630-4639. [PMID: 31384391 PMCID: PMC6659803 DOI: 10.18632/oncotarget.27050] [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] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2019] [Accepted: 06/19/2019] [Indexed: 01/15/2023] Open
Abstract
Gremlin1 (GREM1) is a secreted glycoprotein member of the differential screening-selected gene in aberrant neuroblastoma (DAN) family of bone morphogenetic protein (BMP) antagonists, which binds to BMPs preventing their receptor engagement. Previous studies have identified that stage II colorectal cancer (CRC) patients with high levels of GREM1 gene expression in their tumour tissue have a poorer prognosis. Using a series of in silico and in situ methodologies, we demonstrate that GREM1 gene expression is significantly higher (p < 0.0001) in CRC consensus molecular subtype 4 (CMS4), compared to the other CMS subtypes and correlates (p < 0.0001) with levels of cancer-associated fibroblasts (CAFs) within the CRC tumour microenvironment (TME). Our optimised immunohistochemistry protocol identified endogenous GREM1 protein expression in both the muscularis mucosa and adjacent colonic crypt bases in mouse intestine, in contrast to RNA expression which was shown to localise specifically to the muscularis mucosa, as determined by in situ hybridisation. Importantly, we demonstrate that cells with high levels of GREM1 expression display low levels of phospho-Smad1/5, consistent with reduced BMP signalling. Taken together, these data highlight a novel paracrine signalling circuit, which involves uptake of mature GREM1 protein by colonic crypt cells following secretion from neighbouring fibroblasts in the TME.
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Affiliation(s)
- Louise R Dutton
- Wellcome-Wolfson Institute for Experimental Medicine, Queen's University Belfast, Belfast, Northern Ireland, UK.,These authors contributed equally to this work
| | - Owen P Hoare
- Centre for Cancer Research and Cell Biology, Queen's University Belfast, Belfast, Northern Ireland, UK.,These authors contributed equally to this work
| | - Amy M B McCorry
- Centre for Cancer Research and Cell Biology, Queen's University Belfast, Belfast, Northern Ireland, UK.,These authors contributed equally to this work
| | - Keara L Redmond
- Centre for Cancer Research and Cell Biology, Queen's University Belfast, Belfast, Northern Ireland, UK
| | - Noor Eisa Adam
- Wellcome-Wolfson Institute for Experimental Medicine, Queen's University Belfast, Belfast, Northern Ireland, UK.,Mohammed Bin Rashid University of Medicine and Health Sciences, Dubai Healthcare City, United Arab Emirates
| | - Shannon Canamara
- Wellcome-Wolfson Institute for Experimental Medicine, Queen's University Belfast, Belfast, Northern Ireland, UK.,Indonesia International Institute for Life-Sciences, University of East Jakarta, Jakarta Timur, Indonesia
| | - Victoria Bingham
- Centre for Cancer Research and Cell Biology, Queen's University Belfast, Belfast, Northern Ireland, UK
| | - Paul B Mullan
- Centre for Cancer Research and Cell Biology, Queen's University Belfast, Belfast, Northern Ireland, UK
| | - Mark Lawler
- Centre for Cancer Research and Cell Biology, Queen's University Belfast, Belfast, Northern Ireland, UK
| | - Philip D Dunne
- Centre for Cancer Research and Cell Biology, Queen's University Belfast, Belfast, Northern Ireland, UK.,Co-senior authors
| | - Derek P Brazil
- Wellcome-Wolfson Institute for Experimental Medicine, Queen's University Belfast, Belfast, Northern Ireland, UK.,Co-senior authors
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21
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Alderdice M, Craig S, Humphries M, Gilmore A, Bingham V, Johnston N, McQuaid S, Salto-Tellez M, Lawler M, McArt DG. Abstract 2787: Artificial intelligence approach identifies IL2RB as a common prognostic and potential predictive biomarker associated with immune checkpoints in colorectal cancer. Cancer Res 2019. [DOI: 10.1158/1538-7445.am2019-2787] [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
Identifying robust predictive biomarkers to enable stratification of colorectal cancer (CRC) patients, based on their response to immune checkpoint therapy, is an area of unmet clinical need. Genetic algorithms represent an exciting branch of artificial intelligence which can be used to extract meaningful associations from ‘big data’ now emerging more frequently in oncological research. We have employed Atlas Correlation Explorer (ACE), a user-friendly workbench that utilises a genetic algorithm to mine data deposited in The Cancer Genome Atlas (TCGA). Our aim was to establish common intersections between gene expression analyses in ACE using nine well established immune checkpoint markers (CD274, PDCD1, CTLA4, LAG3, TIM3, TIGIT, ICOS, IDO1 and BTLA). We observed IL2RB to be the common gene associated with immune checkpoints in both microarray and RNA sequencing data from the TCGA (7/9 gene lists). Assessment of IL2RB indicates that it is highly expressed on CD56+ natural killer cells and is associated with an increased infiltration of cytotoxic lymphocytes and a decreased infiltration of fibroblasts. It is also significantly enriched in the immune consensus molecular subtype group CMS1. We next demonstrated that patients with high IL2RB gene expression have better relapse free survival in the TCGA CRC cohort (n = 322, log-rank p = 0.011) and an all stage CRC validation cohort GSE39582 (n = 519, log-rank p = 0.006). It is also an independent prognostic factor by multivariate analysis (p = 0.01). We next observed strong correlations between IL2RB gene expression in CRC and previously published predictive gene signatures for anti-PD1 therapies in other solid tumours (Pearson correlation, R = 0.88). Finally, we optimised assessment of IL2RB immunohistochemistry in a large CRC cohort (n=661) using a digital pathology approach with the open-source QuPath software. To conclude, we have validated IL2RB as prognostic biomarker and have provided evidence to demonstrate that IL2RB expression could be used for CRC patient stratification in future immunotherapy based clinical trials.
Citation Format: Matthew Alderdice, Stephanie Craig, Matt Humphries, Alan Gilmore, Victoria Bingham, Nicole Johnston, Stephen McQuaid, Manuel Salto-Tellez, Mark Lawler, Darragh G. McArt. Artificial intelligence approach identifies IL2RB as a common prognostic and potential predictive biomarker associated with immune checkpoints in colorectal cancer [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2019; 2019 Mar 29-Apr 3; Atlanta, GA. Philadelphia (PA): AACR; Cancer Res 2019;79(13 Suppl):Abstract nr 2787.
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Affiliation(s)
| | | | | | - Alan Gilmore
- Queen's University Belfast, Belfast, United Kingdom
| | | | | | | | | | - Mark Lawler
- Queen's University Belfast, Belfast, United Kingdom
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22
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Humphries MP, Fisher N, Kacprzyk R, Craig SG, Bingham V, McQuaid S, Turkington RC, Murray GI, James J, Salto-Tellez M. A digital pathology demonstration of an "immune hot" ICOS+/CD45RO+ immunephenotype and the impact on survival in patients with esophageal adenocarcinoma. J Clin Oncol 2019. [DOI: 10.1200/jco.2019.37.15_suppl.4062] [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: 11/20/2022] Open
Abstract
4062 Background: Therapies targeting immune checkpoints are changing our understanding of the biology and treatment of cancer. Analysing the immune landscape in esophageal adenocarcinoma (EA) may help future prognostication and therapeutic decision-making. Methods: We assembled 310 EA cases in a tissue microarray format with associated clinicopathological information, including a discovery cohort of 156 EA from Northern Ireland and a 154 EA validation cohort from Aberdeen. We carried out validated immunohistochemistry (IHC), stained for range of adaptive immune (CD3, CD4, CD8 and CD45RO) and immune checkpoint biomarkers (ICOS and IDO-1). Slides were digitised and assessed using QuPath image analysis software program to quantify their expression and correlate them with outcome. Results: In the discovery cohort we identified a group of patients highly expressing several immune biomarkers, conferring a significant positive survival advantage (p = 0.022). CD3, CD4, CD8, CD45RO, and ICOS were individually prognostic for better overall survival (Log rank p = 0.0003; p = 0.0292; p = 0.0015; p = 0.0008; p = 0.0051 and p = 0.0264 respectively). Multivariate and correlation analysis identified a subgroup of CD45RO+/ICOS+ patients with significantly improved overall survival (p = 0.0002). The co-expression of CD45RO+/ICOS+ immunophenotype was investigated in the validation cohort and a confirmed survival advantage was seen (p = 0.042). Additionally, the Opal Multiplex IHC technology revealed the much higher frequency of single-cell, dual labelling of CD45RO+/ICOS+ in immune hot cases. Conclusions: These data demonstrate the advantage of immune markers other than the traditional CD3/CD4/CD8 in EA prognostication. The fact that one of these biomarkers is an immune checkpoint inhibitor may have therapeutic implications.
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Affiliation(s)
| | | | | | | | | | - Stephen McQuaid
- Northern Ireland Molecular Pathology Laboratory, Centre for Cancer Research and Cell Biology, Queen's University Belfast, Belfast, United Kingdom
| | - Richard C. Turkington
- Centre for Cancer Research and Cell Biology, Queen's University Belfast, Belfast, United Kingdom
| | | | - Jacqueline James
- Northern Ireland Molecular Pathology Laboratory, Centre for Cancer Research and Cell Biology, Queen's University Belfast, Belfast, United Kingdom
| | - Manuel Salto-Tellez
- Northern Ireland Molecular Pathology Laboratory, Centre for Cancer Research and Cell Biology, Queen's University Belfast, Belfast, United Kingdom
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23
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Mullan PB, Bingham V, Haddock P, Irwin GW, Kay E, McQuaid S, Buckley NE. NUP98 - a novel predictor of response to anthracycline-based chemotherapy in triple negative breast cancer. BMC Cancer 2019; 19:236. [PMID: 30935371 PMCID: PMC6444590 DOI: 10.1186/s12885-019-5407-9] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [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: 10/16/2018] [Accepted: 02/25/2019] [Indexed: 12/31/2022] Open
Abstract
Background Triple Negative breast cancer (TNBC) is a poor outcome subgroup of breast cancer defined based on the absence of expression of ERα and PR and HER2 amplification. These hard to treat cancers lack targeted treatment options and are therefore treated with a standard of care (SoC) generic cocktail of DNA damaging chemotherapy, with a wide range of clinical responses. While a subset of TNBC patients respond very well to this treatment, others receive no clinical benefit and die from their disease within a short time period. We currently lack biomarkers to prospectively identify patients likely to relapse and we lack alternate treatment options. Methods NUP98 protein expression was investigated in patient samples using two independent tissue microarrays (TMAs), as well as a normal breast TMA. Correlation with pathological response to various chemotherapy regimens was investigated. Results We have shown that high NUP98 is significantly associated with poor outcome in TNBC patient samples both by gene expression and IHC-based protein analysis. While trends linking NUP98 expression with poorer outcomes were observed in breast cancer overall (and more specifically in the LuminalB Her2- subgroup), significant correlations were observed in TNBC. This appeared to be specific to anthracycline based regimens as the association between NUP98 and response was not observed in patients treated with taxane-based chemotherapy. Conclusions We have identified a novel biomarker, NUP98, that can predict response to anthracycline based chemotherapy in TNBC. The ability to prospectively identify patients who are less likely to respond to SoC chemotherapy is a vital step in improving the overall survival of these patients. Electronic supplementary material The online version of this article (10.1186/s12885-019-5407-9) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Paul B Mullan
- Centre for Cancer Research and Cell Biology, Queen's University Belfast, Belfast, BT9 7AE, Northern Ireland
| | - Victoria Bingham
- Centre for Cancer Research and Cell Biology, Queen's University Belfast, Belfast, BT9 7AE, Northern Ireland
| | - Paula Haddock
- School of Pharmacy, Queen's University Belfast, Belfast, BT9 7BL, Northern Ireland
| | - Gareth W Irwin
- Centre for Cancer Research and Cell Biology, Queen's University Belfast, Belfast, BT9 7AE, Northern Ireland.,Nightingale Breast Centre, Wythenshawe Hospital, Manchester University Foundation Trust, Manchester, UK
| | - Elaine Kay
- Department of Surgery, Beaumont Hospital and Royal College of Surgeons in Ireland, Dublin, Ireland
| | - Stephen McQuaid
- Centre for Cancer Research and Cell Biology, Queen's University Belfast, Belfast, BT9 7AE, Northern Ireland
| | - Niamh E Buckley
- School of Pharmacy, Queen's University Belfast, Belfast, BT9 7BL, Northern Ireland.
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Craig SG, Anderson LA, Schache AG, Moran M, Graham L, Currie K, Rooney K, Robinson M, Upile NS, Brooker R, Mesri M, Bingham V, McQuaid S, Jones T, McCance DJ, Salto-Tellez M, McDade SS, James JA. Recommendations for determining HPV status in patients with oropharyngeal cancers under TNM8 guidelines: a two-tier approach. Br J Cancer 2019; 120:827-833. [PMID: 30890775 PMCID: PMC6474272 DOI: 10.1038/s41416-019-0414-9] [Citation(s) in RCA: 45] [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: 11/20/2018] [Revised: 02/06/2019] [Accepted: 02/06/2019] [Indexed: 01/22/2023] Open
Abstract
BACKGROUND TNM8 staging for oropharyngeal squamous cell carcinomas (OPSCC) surrogates p16 immunohistochemistry for HPV testing. Patients with p16+ OPSCC may lack HPV aetiology. Here, we evaluate the suitability of TNM8 staging for guiding prognosis in such patients. METHODS HPV status was ascertained using p16 immunohistochemistry and high-risk HPV RNA and DNA in situ hybridisation. Survival by stage in a cohort of OPSCC patients was evaluated using TNM7/TNM8 staging. Survival of p16+/HPV- patients was compared to p16 status. RESULTS TNM8 staging was found to improve on TNM7 (log rank p = 0·0190 for TNM8 compared with p = 0·0530 for TNM7) in p16+ patients. Patients who tested p16+ but were HPV- (n = 20) had significantly reduced five-year survival (33%) compared to p16+ patients (77%) but not p16- patients (35%). Cancer stage was reduced in 95% of p16+/HPV- patients despite having a mortality rate twice (HR 2.66 [95% CI: 1.37-5.15]) that of p16+/HPV+ patients under new TNM8 staging criteria. CONCLUSION Given the significantly poorer survival of p16+/HPV- OPSCCs, these data provide compelling evidence for use of an HPV-specific test for staging classification. This has particular relevance in light of potential treatment de-escalation that could expose these patients to inappropriately reduced treatment intensity as treatment algorithms evolve.
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Affiliation(s)
- Stephanie G Craig
- Centre for Cell Research and Cell Biology, Queen's University Belfast, Belfast, Northern Ireland, UK
| | - Lesley A Anderson
- Northern Ireland Cancer Registry, Belfast, Northern Ireland, UK
- Centre for Public Health, Queen's University Belfast, Belfast, Northern Ireland, UK
| | - Andrew G Schache
- Department of Molecular and Clinical Cancer Medicine, University of Liverpool, Liverpool, England, UK
| | | | - Laura Graham
- Centre for Cell Research and Cell Biology, Queen's University Belfast, Belfast, Northern Ireland, UK
| | - Keith Currie
- Centre for Cell Research and Cell Biology, Queen's University Belfast, Belfast, Northern Ireland, UK
| | - Keith Rooney
- Belfast Health and Social Care Trust, Belfast, Northern Ireland, UK
| | - Max Robinson
- Centre for Oral Health Research, Newcastle University, England, UK
| | - Navdeep S Upile
- Department of Molecular and Clinical Cancer Medicine, University of Liverpool, Liverpool, England, UK
| | - Rachel Brooker
- Department of Molecular and Clinical Cancer Medicine, University of Liverpool, Liverpool, England, UK
| | - Mina Mesri
- Aintree University Hospital NHS Foundation Trust, Liverpool, England, UK
| | - Victoria Bingham
- Centre for Cell Research and Cell Biology, Queen's University Belfast, Belfast, Northern Ireland, UK
| | - Stephen McQuaid
- Centre for Cell Research and Cell Biology, Queen's University Belfast, Belfast, Northern Ireland, UK
- Belfast Health and Social Care Trust, Belfast, Northern Ireland, UK
| | - Terry Jones
- Department of Molecular and Clinical Cancer Medicine, University of Liverpool, Liverpool, England, UK
| | - Dennis J McCance
- Department of Pathology, University of New Mexico Medical School, Albuquerque, NM, 87131, USA
| | - Manuel Salto-Tellez
- Centre for Cell Research and Cell Biology, Queen's University Belfast, Belfast, Northern Ireland, UK
- Belfast Health and Social Care Trust, Belfast, Northern Ireland, UK
| | - Simon S McDade
- Centre for Cell Research and Cell Biology, Queen's University Belfast, Belfast, Northern Ireland, UK
| | - Jacqueline A James
- Centre for Cell Research and Cell Biology, Queen's University Belfast, Belfast, Northern Ireland, UK.
- Belfast Health and Social Care Trust, Belfast, Northern Ireland, UK.
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Spence AD, Trainor J, McMenamin Ú, Turkington RC, McQuaid S, Bingham V, James J, Salto-Tellez M, McManus DT, Johnston BT, Cardwell CR, Coleman HG. High PTGS2 expression in post-neoadjuvant chemotherapy-treated oesophageal adenocarcinoma is associated with improved survival: a population-based cohort study. Histopathology 2019; 74:587-596. [PMID: 30408225 DOI: 10.1111/his.13786] [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] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2018] [Accepted: 11/05/2018] [Indexed: 12/13/2022]
Abstract
AIMS High prostaglandin endoperoxide synthase-2 (PTGS2) enzyme expression in oesophageal adenocarcinoma has been shown to independently predict poor prognosis; however, the evidence is inconsistent. The aim of this study was to investigated the association between PTGS2 expression and prognosis in patients with oesophageal adenocarcinoma. METHODS AND RESULTS A cohort of 135 patients with oesophageal adenocarcinoma who received neoadjuvant chemotherapy and surgery from 2004 to 2012 was identified in the Northern Ireland Cancer Centre. Tissue microarrays were created in the Northern Ireland Biobank, with triplicate cores being sampled from each tumour. Immunohistochemical PTGS2 expression was scored by two independent assessors, with intensity and proportion of tumour staining being used to calculate H-scores for each patient. Cox regression models were used to calculate hazard ratios (HRs) and 95% confidence intervals (CIs) for overall and cancer-specific survival, and recurrence-free survival by PTGS2 expression, with adjustment for potential confounders. Patients were followed up for a mean of 3.0 years (standard deviation 1.8 years). The PTGS2 expression cut-off value was determined from the median H-score of the cohort (270/300). High (n = 79), as compared with low (n = 56), PTGS2 expression was associated with improved cancer-specific survival (adjusted HR 0.56, 95% CI 0.33-0.94; P = 0.03). PTGS2 expression was not significantly associated with recurrence-free survival (adjusted HR 0.85, 95% CI 0.52-1.38; P = 0.51). CONCLUSIONS High PTGS2 expression in oesophageal adenocarcinoma tissue was associated with improved overall and cancer-specific survival, in contrast to previous evidence. As this is the first study of its kind to include patients who had undergone neoadjuvant chemotherapy, further studies are needed to clarify these associations.
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Affiliation(s)
- Andrew D Spence
- Cancer Epidemiology and Health Services Research Group, Centre for Public Health, Queen's University Belfast, Belfast, UK
| | - James Trainor
- Department of Pathology, Belfast Health and Social Care Trust, Belfast, UK
| | - Úna McMenamin
- Cancer Epidemiology and Health Services Research Group, Centre for Public Health, Queen's University Belfast, Belfast, UK
| | - Richard C Turkington
- Centre for Cancer Research and Cell Biology, Queen's University Belfast, Belfast, UK
| | - Stephen McQuaid
- Northern Ireland Molecular Pathology Laboratory, Centre for Cancer Research and Cell Biology, Queen's University Belfast, Belfast, UK
| | - Victoria Bingham
- Northern Ireland Molecular Pathology Laboratory, Centre for Cancer Research and Cell Biology, Queen's University Belfast, Belfast, UK
| | - Jacqueline James
- Northern Ireland Molecular Pathology Laboratory, Centre for Cancer Research and Cell Biology, Queen's University Belfast, Belfast, UK
| | - Manuel Salto-Tellez
- Northern Ireland Molecular Pathology Laboratory, Centre for Cancer Research and Cell Biology, Queen's University Belfast, Belfast, UK
| | - Damian T McManus
- Department of Pathology, Belfast Health and Social Care Trust, Belfast, UK
| | - Brian T Johnston
- Department of Gastroenterology, Belfast Health and Social Care Trust, Belfast, UK
| | - Chris R Cardwell
- Cancer Epidemiology and Health Services Research Group, Centre for Public Health, Queen's University Belfast, Belfast, UK
| | - Helen G Coleman
- Cancer Epidemiology and Health Services Research Group, Centre for Public Health, Queen's University Belfast, Belfast, UK
- Centre for Cancer Research and Cell Biology, Queen's University Belfast, Belfast, UK
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Humphries MP, McQuaid S, Craig SG, Bingham V, Maxwell P, Maurya M, McLean F, Sampson J, Higgins P, Greene C, James J, Salto-Tellez M. Critical Appraisal of Programmed Death Ligand 1 Reflex Diagnostic Testing: Current Standards and Future Opportunities. J Thorac Oncol 2019; 14:45-53. [PMID: 30296485 PMCID: PMC6328626 DOI: 10.1016/j.jtho.2018.09.025] [Citation(s) in RCA: 36] [Impact Index Per Article: 7.2] [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: 05/24/2018] [Revised: 07/27/2018] [Accepted: 09/28/2018] [Indexed: 12/02/2022]
Abstract
INTRODUCTION Patient suitability to anti-programmed death ligand 1 (PD-L1) immune checkpoint inhibition is key to the treatment of NSCLC. We present, applied to PD-L1 testing: a comprehensive cross-validation of two immunohistochemistry (IHC) clones; our descriptive experience in diagnostic reflex testing; the concordance of IHC to in situ RNA (RNA-ISH); and application of digital pathology. METHODS Eight hundred thirteen NSCLC tumor samples collected from 564 diagnostic samples were analyzed prospectively, and 249 diagnostic samples analyzed retrospectively in tissue microarray format. Validated methods for IHC and RNA-ISH were tested in tissue microarrays and full sections and the QuPath system were used for digital pathology analysis. RESULTS Antibody concordance of clones SP263 and 22C3 validation was 97% to 98% in squamous cell carcinoma and adenocarcinomas, respectively. Clinical NSCLC cases were reported as PD-L1-negative (48%), 1% to 49% (23%), and more than 50% (29%), with differences associated to tissue-type and EGFR status. Comparison of IHC and RNA-ISH was highly concordant in both subgroups. Comparison of digital assessment versus manual assessment was highly concordant. Discrepancies were mostly around the 1% clinical threshold. Challenging IHC interpretation included 1) calculating the total tumor cell denominator and the nature of PD-L1 expressing cell aggregates in cytology samples; 2) peritumoral expression of positive immune cells; 3) calculation of positive tumor percentages around clinical thresholds; and 4) relevance of the 100 malignant cell rule. CONCLUSIONS Sample type and EGFR status dictate differences in the expected percentage of PD-L1 expression. Analysis of PD-L1 is challenging, and interpretative guidelines are discussed. PD-L1 evaluations by RNA-ISH and digital pathology appear reliable, particularly in adenocarcinomas.
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Affiliation(s)
- Matthew P Humphries
- Molecular Pathology Programme, Centre for Cancer Research and Cell Biology, Queen's University, Belfast, Ireland, United Kingdom
| | - Stephen McQuaid
- Molecular Pathology Programme, Centre for Cancer Research and Cell Biology, Queen's University, Belfast, Ireland, United Kingdom; Cellular Pathology, Belfast Health and Social Care Trust, Belfast City Hospital, Belfast, Ireland, United Kingdom; Northern Ireland Biobank, Centre for Cancer Research and Cell Biology, Queen's University, Belfast, Ireland, United Kingdom
| | - Stephanie G Craig
- Molecular Pathology Programme, Centre for Cancer Research and Cell Biology, Queen's University, Belfast, Ireland, United Kingdom
| | - Victoria Bingham
- Molecular Pathology Programme, Centre for Cancer Research and Cell Biology, Queen's University, Belfast, Ireland, United Kingdom
| | - Perry Maxwell
- Molecular Pathology Programme, Centre for Cancer Research and Cell Biology, Queen's University, Belfast, Ireland, United Kingdom; Cellular Pathology, Belfast Health and Social Care Trust, Belfast City Hospital, Belfast, Ireland, United Kingdom
| | - Manisha Maurya
- Molecular Pathology Programme, Centre for Cancer Research and Cell Biology, Queen's University, Belfast, Ireland, United Kingdom
| | - Fiona McLean
- Molecular Pathology Programme, Centre for Cancer Research and Cell Biology, Queen's University, Belfast, Ireland, United Kingdom; Cellular Pathology, Belfast Health and Social Care Trust, Belfast City Hospital, Belfast, Ireland, United Kingdom
| | - James Sampson
- Molecular Pathology Programme, Centre for Cancer Research and Cell Biology, Queen's University, Belfast, Ireland, United Kingdom
| | - Patricia Higgins
- Molecular Pathology Programme, Centre for Cancer Research and Cell Biology, Queen's University, Belfast, Ireland, United Kingdom; Cellular Pathology, Belfast Health and Social Care Trust, Belfast City Hospital, Belfast, Ireland, United Kingdom
| | - Christine Greene
- Molecular Pathology Programme, Centre for Cancer Research and Cell Biology, Queen's University, Belfast, Ireland, United Kingdom; Cellular Pathology, Belfast Health and Social Care Trust, Belfast City Hospital, Belfast, Ireland, United Kingdom; Northern Ireland Biobank, Centre for Cancer Research and Cell Biology, Queen's University, Belfast, Ireland, United Kingdom
| | - Jacqueline James
- Molecular Pathology Programme, Centre for Cancer Research and Cell Biology, Queen's University, Belfast, Ireland, United Kingdom; Cellular Pathology, Belfast Health and Social Care Trust, Belfast City Hospital, Belfast, Ireland, United Kingdom; Northern Ireland Biobank, Centre for Cancer Research and Cell Biology, Queen's University, Belfast, Ireland, United Kingdom
| | - Manuel Salto-Tellez
- Molecular Pathology Programme, Centre for Cancer Research and Cell Biology, Queen's University, Belfast, Ireland, United Kingdom; Cellular Pathology, Belfast Health and Social Care Trust, Belfast City Hospital, Belfast, Ireland, United Kingdom.
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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. J Oncol 2018; 2018:2937012. [PMID: 30651729 PMCID: PMC6311859 DOI: 10.1155/2018/2937012] [Citation(s) in RCA: 32] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [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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Affiliation(s)
- Matthew P. Humphries
- Centre for Cancer Research and Cell Biology, Queen's University Belfast, Belfast, UK
| | - Sean Hynes
- Centre for Cancer Research and Cell Biology, Queen's University Belfast, Belfast, UK
| | - Victoria Bingham
- Centre for Cancer Research and Cell Biology, Queen's University Belfast, Belfast, UK
| | - Delphine Cougot
- Horizon Discovery Ltd, 8100 Cambridge Research Park, Waterbeach, Cambridge, CB25 9TL, UK
| | - Jacqueline James
- Centre for Cancer Research and Cell Biology, Queen's University Belfast, Belfast, UK
| | - Farah Patel-Socha
- Horizon Discovery Ltd, 8100 Cambridge Research Park, Waterbeach, Cambridge, CB25 9TL, UK
| | - Eileen E. Parkes
- Centre for Cancer Research and Cell Biology, Queen's University Belfast, Belfast, UK
| | - Jaine K. Blayney
- Centre for Cancer Research and Cell Biology, Queen's University Belfast, Belfast, UK
| | - Michael A. O'Rorke
- College of Public Health, The University of Iowa, Iowa City, IA 52242, USA
| | - Gareth W. Irwin
- Centre for Cancer Research and Cell Biology, Queen's University Belfast, Belfast, UK
| | - Darragh G. McArt
- Centre for Cancer Research and Cell Biology, Queen's University Belfast, Belfast, UK
| | - Richard D. Kennedy
- Centre for Cancer Research and Cell Biology, Queen's University Belfast, Belfast, UK
| | - Paul B. Mullan
- Centre for Cancer Research and Cell Biology, Queen's University Belfast, Belfast, UK
| | - Stephen McQuaid
- Centre for Cancer Research and Cell Biology, Queen's University Belfast, Belfast, UK
| | - Manuel Salto-Tellez
- Centre for Cancer Research and Cell Biology, Queen's University Belfast, Belfast, UK
| | - Niamh E. Buckley
- Centre for Cancer Research and Cell Biology, Queen's University Belfast, Belfast, UK
- School of Pharmacy, Queen's University Belfast, Belfast, UK
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McMenamin ÚC, Trainor J, Coleman HG, McManus DT, McQuaid S, Bingham V, James J, Salto-Tellez M, Johnston BT, Turkington RC. Sex hormone receptor expression and survival in esophageal adenocarcinoma: a prospective cohort study. Oncotarget 2018; 9:35300-35312. [PMID: 30450159 PMCID: PMC6219676 DOI: 10.18632/oncotarget.26236] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2018] [Accepted: 10/06/2018] [Indexed: 12/11/2022] Open
Abstract
INTRODUCTION A striking epidemiological feature of esophageal adenocarcinoma (EAC) is its strong, unexplained male predominance but few studies have evaluated the prevalence of sex hormone receptor expression in EAC. RESULTS A low proportion of EAC tumors stained positive for ERα (4%) and AR (3%) while approximately one third stained positive for ERβ (31%). After a mean follow-up of 3 years (max 9 years), no significant associations were seen for ERα, ERβ or AR expression and EAC recurrence or survival. A non-significant reduction in mortality was observed for positive ERβ tumor expression, when restricting to patients with gastro-esophageal junctional (GEJ) cancer (HR 0.58, 95% CI 0.33, 1.03, p = 0.06). MATERIALS AND METHODS We identified all EAC patients who underwent neo-adjuvant chemotherapy prior to surgical resection between 2004-2012 in the Northern Ireland Cancer Centre. Immunohistochemical expression of ERα, ERβ and AR was scored on triplicate cores to generate H-scores. Cox proportional hazards regression was used to evaluate the association between sex hormone receptor expression and overall, cancer-specific and recurrence-free survival. CONCLUSION We found little evidence of ERα or AR expression in EAC. A moderate proportion expressed ERβ and there was suggestive evidence that its expression was associated with improved survival in GEJ cancer patients.
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Affiliation(s)
- Úna C McMenamin
- Cancer Epidemiology Research Group, Centre for Public Health, Queen's University Belfast, Belfast, Northern Ireland, UK
| | - James Trainor
- Department of Pathology, Belfast Health and Social Care Trust, Belfast, Northern Ireland, UK
| | - Helen G Coleman
- Centre for Cancer Research and Cell Biology, Queen's University Belfast, Belfast, Northern Ireland, UK
| | - Damian T McManus
- Department of Pathology, Belfast Health and Social Care Trust, Belfast, Northern Ireland, UK
| | - Stephen McQuaid
- Northern Ireland Molecular Pathology Laboratory, Centre for Cancer Research and Cell Biology, Queen's University Belfast, Belfast, Northern Ireland, UK
| | - Victoria Bingham
- Northern Ireland Molecular Pathology Laboratory, Centre for Cancer Research and Cell Biology, Queen's University Belfast, Belfast, Northern Ireland, UK
| | - Jacqueline James
- Northern Ireland Molecular Pathology Laboratory, Centre for Cancer Research and Cell Biology, Queen's University Belfast, Belfast, Northern Ireland, UK
| | - Manuel Salto-Tellez
- Northern Ireland Molecular Pathology Laboratory, Centre for Cancer Research and Cell Biology, Queen's University Belfast, Belfast, Northern Ireland, UK
| | - Brian T Johnston
- Department of Gastroenterology, Royal Victoria Hospital, Belfast Health and Social Care Trust, Belfast, Northern Ireland, UK
| | - Richard C Turkington
- Centre for Cancer Research and Cell Biology, Queen's University Belfast, Belfast, Northern Ireland, UK
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McCain S, Trainor J, McManus DT, McMenamin ÚC, McQuaid S, Bingham V, James JA, Salto-Tellez M, Turkington RC, Coleman HG. Vitamin D receptor as a marker of prognosis in oesophageal adenocarcinoma: a prospective cohort study. Oncotarget 2018; 9:34347-34356. [PMID: 30344947 PMCID: PMC6188147 DOI: 10.18632/oncotarget.26151] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/22/2018] [Accepted: 09/05/2018] [Indexed: 12/14/2022] Open
Abstract
AIMS Vitamin D receptor (VDR) expression has been associated with survival in several cancer sites. This study aims to evaluate the association between VDR expression and prognosis in oesophageal adenocarcinoma patients. RESULTS During a median of 2.5 (maximum 9) years of follow-up, 75 patients died. In analysis adjusted for confounders, higher VDR expression was associated with an improved overall survival (HR 0.49 95% CI 0.25-0.96) and disease-specific survival (HR 0.50 95% CI 0.26-0.99), when comparing the highest with the lowest tertile of expression. These associations were strongest in sensitivity analysis restricted to junctional tumours. CONCLUSIONS This study is the first to demonstrate that patients with higher VDR expression in oesophageal adenocarcinoma have a more favourable prognosis. Further work is needed to validate these findings, and to define the role of VDR in the aetiology, progression and management of oesophageal adenocarcinoma. METHODS Oesophageal adenocarcinoma specimens and clinical data were collected from 130 patients treated with neo-adjuvant chemotherapy prior to surgical resection at the Northern Ireland Cancer Centre between 2004 and 2012. Tissue microarrays were created and immunohistochemical staining for VDR was performed on triplicate tumour cores from each resection specimen. Cox proportional hazards models were applied to evaluate associations between VDR, according to tertiles of expression, and survival outcomes.
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Affiliation(s)
- Stephen McCain
- Cancer Epidemiology Research Group, Centre for Public Health, Queen's University Belfast, Belfast, Northern Ireland
| | - James Trainor
- Department of Pathology, Belfast Health and Social Care Trust, Belfast, Northern Ireland
| | - Damian T. McManus
- Department of Pathology, Belfast Health and Social Care Trust, Belfast, Northern Ireland
| | - Úna C. McMenamin
- Cancer Epidemiology Research Group, Centre for Public Health, Queen's University Belfast, Belfast, Northern Ireland
| | - Stephen McQuaid
- Centre for Cancer Research and Cell Biology, Queen's University Belfast, Belfast, Northern Ireland
| | - Victoria Bingham
- Centre for Cancer Research and Cell Biology, Queen's University Belfast, Belfast, Northern Ireland
| | - Jacqueline A. James
- Centre for Cancer Research and Cell Biology, Queen's University Belfast, Belfast, Northern Ireland
| | - Manuel Salto-Tellez
- Centre for Cancer Research and Cell Biology, Queen's University Belfast, Belfast, Northern Ireland
| | - Richard C. Turkington
- Centre for Cancer Research and Cell Biology, Queen's University Belfast, Belfast, Northern Ireland
| | - Helen G. Coleman
- Cancer Epidemiology Research Group, Centre for Public Health, Queen's University Belfast, Belfast, Northern Ireland
- Centre for Cancer Research and Cell Biology, Queen's University Belfast, Belfast, Northern Ireland
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Humphries MP, Craig S, Bingham V, Loughrey M, Coleman H, Murray L, Tim M, McQuaid S, James J, Salto-Tellez M. Abstract 4049: Assessment of immune biomarkers by digital pathological analysis across a large colorectal cancer patient cohort predicts patient outcome and may provide a clinically relevant therapeutic index for immunotherapeutic treatment stratification. Cancer Res 2018. [DOI: 10.1158/1538-7445.am2018-4049] [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: Colorectal cancer (CRC) is a heterogeneous malignancy, treatment for which has principally been cytotoxic chemotherapy. Herein we describe the assessment of immune-biomarkers in a large patient cohort, demonstrating the therapeutic potential of immunotherapy in CRC. Methods: By immunohistochemistry, employing REMARK criteria, using well-validated antibodies, 4 biomarkers (CD3, CD4, CD8, FOXP3) in over 1000 cases, represented across 33 TMAs, were assessed for their protein expression. Digital pathological assessment of immune biomarker densities were quantified via the application of QuPath, an open source digital pathology platform, developed at Queens University, Belfast (https://qupath.github.io.). Biomarker densities were dichotomised by R.O.C analysis. Kaplan-Meier curves (Log-rank p values) were used to assess the impact of immune cell densities on overall survival (OS) and progression-free survival (PFS). Hazard ratios were assessed using the Cox proportional hazards regression model for univariate analysis. Spearman's rank was used to assess correlations of the biomarkers. Results: Expression of two biomarkers were found to vary by stage and three significantly affected OS. Across the patient cohort CD3, CD4 and CD8 were individually shown to be positively prognostic for OS alone (log-rank p = 0.0007, p = 8.65e-06, p = 0.006, respectively). CD4 demonstrated a more significant impact on OS in later stage disease (Log-rank stage II p = 0.0017, stage III p = 0.0002), while conversely CD8 only showed significance in earlier stage disease (Log-rank stage II p = 0.009, stage III p = 0.546). Although significantly associated with OS and within all stages, CD3 showed no differential expression in a particular stage. Correlative analysis demonstrated a statistically significant association between biomarkers. Upon univariate analysis, all biomarkers remained significantly prognostic for OS. All analyses were performed using R. Conclusions: These data demonstrate the prognostic significance of adaptive immune markers in a large CRC cohort on OS. Moreover, stage specific expression maybe clinically relevant and assessment within stages II and III may provide important stratifications for specific immunotherapy treatment regimes. We additionally add weight to the beneficial utility of digital pathology and its potential for integration into routine tissue biomarker assessment. Additional analysis of immune checkpoint and adaptive immune biomarkers in CRC is warranted.
Citation Format: Matthew P. Humphries, Stephanie Craig, Victoria Bingham, Maurice Loughrey, Helen Coleman, Liam Murray, Maughan Tim, Stephen McQuaid, Jacqueline James, Manuel Salto-Tellez. Assessment of immune biomarkers by digital pathological analysis across a large colorectal cancer patient cohort predicts patient outcome and may provide a clinically relevant therapeutic index for immunotherapeutic treatment stratification [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2018; 2018 Apr 14-18; Chicago, IL. Philadelphia (PA): AACR; Cancer Res 2018;78(13 Suppl):Abstract nr 4049.
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Affiliation(s)
| | | | | | | | | | - Liam Murray
- 1Queens University Belfast, Belfast, United Kingdom
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Craig SG, Bankhead P, Bingham V, McQuaid S, Tumelty M, McDade SS, Salto-Tellez M, James JA. Abstract 3142: Tumor-infiltrating lymphocytes and CD4/FOXP3 ratios reliably predict survival using digital image analysis. Cancer Res 2018. [DOI: 10.1158/1538-7445.am2018-3142] [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:Tumour infiltrating lymphocytes (TILs) have been associated with improved prognosis in cancer, including oropharyngeal squamous cell carcinoma (OPSCC); however, the survival benefit appears modest and favours HPV positive OPSCC. The current literature presents a mixed view on the best method to score TILs and if it would be beneficial to score all cancers of the head and neck. Use of immunotherapies to stimulate immune cell activation is increasing in the clinic and as such a robust method of assessment is needed if we want to apply this routinely to OPSCC. This study investigates the prognostic value of assessing TILs by H&E in HNSCC using digital pathology solutions against human eye visual assessment and by comparing TIL estimates in H&Es against markers of adaptive immunity (CD3, CD4,CD8 and FOXP3) using digital image analysis.
Methods:This study utilised 190 HNSCC arising from the oropharynx. TMAs constructed, in triplicate, from these samples were stained with either H&E or IHC for CD3, CD4, CD8 and FOXP3. Visual estimates of TIL counts by human eye from H&E stained slides were assessed on the whole core at x10 magnification based on published thresholds by two observers to form a consensus score. Image analysis was performed on whole cores using image analysis software QuPath on H&E and IHC stained slides. HPV status was determined by p16 IHC and high risk HPV RNAScope. Statistical analyses were performed using R.
Results:Scoring of TILs in H&Es by visual estimates was prone to misestimation and reduced survival estimates when using predetermined thresholds compared to machine scoring by image analysis. Comparison of digital pathology solutions assessing the TIL population in H&E and IHC stained slides found the percentage of TILs present to be significantly higher in the HPV positive's compared to the HPV negative's in the H&E, CD3 and CD8 immunostained slides but not CD4 or FOXP3. When dichotomised into high and low TILs only H&E based TIL counts and CD4/FOXP3 ratios were found to be independently predictive of survival when adjusted for age and smoking history.
Conclusion:Image analysis creates continuous variables from which patient TIL counts can be reliably assessed. The adaptive immune landscape of HPV negative OPSCC is significantly different to HPV positive OPSCC of which only total TIL counts (H&E) and CD4/FOXP3 ratios appears to be predictive of five-year overall survival.
Citation Format: Stephanie G. Craig, Pete Bankhead, Victoria Bingham, Stephen McQuaid, Maria Tumelty, Simon S. McDade, Manuel Salto-Tellez, Jacqueline A. James. Tumor-infiltrating lymphocytes and CD4/FOXP3 ratios reliably predict survival using digital image analysis [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2018; 2018 Apr 14-18; Chicago, IL. Philadelphia (PA): AACR; Cancer Res 2018;78(13 Suppl):Abstract nr 3142.
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Dunne PD, Coleman HG, Bankhead P, Alderdice M, Gray RT, McQuaid S, Bingham V, Loughrey MB, James JA, McCorry AM, Gilmore A, Holohan C, Klingbiel D, Tejpar S, Johnston PG, McArt DG, Nicolantonio FD, Longley DB, Lawler M. Bcl-xL as a poor prognostic biomarker and predictor of response to adjuvant chemotherapy specifically in BRAF-mutant stage II and III colon cancer. Oncotarget 2018; 9:13834-13847. [PMID: 29568398 PMCID: PMC5862619 DOI: 10.18632/oncotarget.24481] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2018] [Accepted: 02/05/2018] [Indexed: 12/18/2022] Open
Abstract
Purpose BRAF mutation occurs in 8-15% of colon cancers (CC), and is associated with poor prognosis in metastatic disease. Compared to wild-type BRAF (BRAFWT) disease, stage II/III CC patients with BRAF mutant (BRAFMT) tumors have shorter overall survival after relapse; however, time-to-relapse is not significantly different. The aim of this investigation was to identify, and validate, novel predictors of relapse of stage II/III BRAFMT CC. Experimental design We used gene expression data from a cohort of 460 patients (GSE39582) to perform a supervised classification analysis based on risk-of-relapse within BRAFMT stage II/III CC, to identify transcriptomic biomarkers associated with prognosis within this genotype. These findings were validated using immunohistochemistry in an independent population-based cohort of Stage II/III CC (n = 691), applying Cox proportional hazards analysis to determine associations with survival. Results High gene expression levels of Bcl-xL, a key regulator of apoptosis, were associated with increased risk of relapse, specifically in BRAFMT tumors (HR = 8.3, 95% CI 1.7-41.7), but not KRASMT/BRAFWT or KRASWT/BRAFWT tumors. High Bcl-xL protein expression in BRAFMT, untreated, stage II/III CC was confirmed to be associated with an increased risk of death in an independent cohort (HR = 12.13, 95% CI 2.49-59.13). Additionally, BRAFMT tumors with high levels of Bcl-xL protein expression appeared to benefit from adjuvant chemotherapy (P for interaction = 0.006), indicating the potential predictive value of Bcl-xL expression in this setting. Conclusions These findings provide evidence that Bcl-xL gene and/or protein expression identifies a poor prognostic subgroup of BRAFMT stage II/III CC patients, who may benefit from adjuvant chemotherapy.
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Affiliation(s)
- Philip D. Dunne
- Centre for Cancer Research and Cell Biology, Queens’s University Belfast, Belfast, UK
| | - Helen G. Coleman
- Centre for Cancer Research and Cell Biology, Queens’s University Belfast, Belfast, UK
- Centre for Public Health, Queens’s University Belfast, Belfast, UK
| | - Peter Bankhead
- Centre for Cancer Research and Cell Biology, Queens’s University Belfast, Belfast, UK
| | - Matthew Alderdice
- Centre for Cancer Research and Cell Biology, Queens’s University Belfast, Belfast, UK
| | - Ronan T. Gray
- Centre for Public Health, Queens’s University Belfast, Belfast, UK
| | - Stephen McQuaid
- Centre for Cancer Research and Cell Biology, Queens’s University Belfast, Belfast, UK
| | - Victoria Bingham
- Centre for Cancer Research and Cell Biology, Queens’s University Belfast, Belfast, UK
| | | | - Jacqueline A. James
- Centre for Cancer Research and Cell Biology, Queens’s University Belfast, Belfast, UK
| | - Amy M.B. McCorry
- Centre for Cancer Research and Cell Biology, Queens’s University Belfast, Belfast, UK
| | - Alan Gilmore
- Centre for Cancer Research and Cell Biology, Queens’s University Belfast, Belfast, UK
| | - Caitriona Holohan
- Centre for Cancer Research and Cell Biology, Queens’s University Belfast, Belfast, UK
| | - Dirk Klingbiel
- SAKK Swiss Group for Clinical Cancer Research, Coordinating Center, Bern, Switzerland
- SIB Swiss Institute of Bioinformatics, Bioinformatics Core Facility, University of Lausanne, Lausanne, Switzerland
| | - Sabine Tejpar
- Digestive Oncology Unit, University Hospital Gasthuisberg, Leuven, Belgium
| | - Patrick G. Johnston
- Centre for Cancer Research and Cell Biology, Queens’s University Belfast, Belfast, UK
| | - Darragh G. McArt
- Centre for Cancer Research and Cell Biology, Queens’s University Belfast, Belfast, UK
| | - Federica Di Nicolantonio
- University of Turin, Department of Oncology, Candiolo, Turin, Italy
- Candiolo Cancer Institute - FPO, IRCCS, Candiolo, Turin, Italy
| | - Daniel B. Longley
- Centre for Cancer Research and Cell Biology, Queens’s University Belfast, Belfast, UK
| | - Mark Lawler
- Centre for Cancer Research and Cell Biology, Queens’s University Belfast, Belfast, UK
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Bingham V, McIlreavey L, Greene C, O’Doherty E, Clarke R, Craig S, Salto-Tellez M, McQuaid S, Lewis C, James J. RNAscope in situ hybridization confirms mRNA integrity in formalin-fixed, paraffin-embedded cancer tissue samples. Oncotarget 2017; 8:93392-93403. [PMID: 29212158 PMCID: PMC5706804 DOI: 10.18632/oncotarget.21851] [Citation(s) in RCA: 30] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2017] [Accepted: 10/05/2017] [Indexed: 02/03/2023] Open
Abstract
Immunohistochemistry remains the overwhelming technique of choice for test biomarker evaluation in both clinical or research settings when using formalin-fixed, paraffin embedded tissue sections. However, validations can be complex with significant issues about specificity, sensitivity and reproducibility. The vast array of commercially available antibodies from many vendors may also lead to non-standard approaches which are difficult to cross-reference. In contrast mRNA detection, by in situ hybridization (ISH) with sequence specific probes, offers a realistic alternative, with less validation steps and more stringent and reproducible assessment criteria. In the present study mRNA ISH was evaluated in prospectively and retrospectively collected FFPE samples within a cancer biobank setting. Three positive control probes, POLR2A, PPIB and UBC were applied to FFPE sections from a range of tumour types in FFPE whole-face (prospective collection) or TMA (retrospective collection) formats and evaluated semi-quantitatively and by image analysis. Results indicate that mRNA can be robustly evaluated by ISH in prospectively and retrospectively collected tissue samples. Furthermore, for 2 important test biomarkers, PD-L1 and c-MET, we show that mRNA ISH is a technology that can be applied with confidence in the majority of tissue samples because there are quantifiable levels of control probes indicating overall mRNA integrity.
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Affiliation(s)
- Victoria Bingham
- Molecular Pathology Programme, Centre for Cancer Research and Cell Biology, Queen’s University, Belfast, UK
| | - Leanne McIlreavey
- Molecular Pathology Programme, Centre for Cancer Research and Cell Biology, Queen’s University, Belfast, UK
| | - Christine Greene
- Northern Ireland Biobank, Centre for Cancer Research and Cell Biology, Queen’s University, Belfast, UK
- Tissue Pathology, Belfast Health and Social Care Trust, Belfast City Hospital, Belfast, UK
| | - Edwina O’Doherty
- Northern Ireland Biobank, Centre for Cancer Research and Cell Biology, Queen’s University, Belfast, UK
- Tissue Pathology, Belfast Health and Social Care Trust, Belfast City Hospital, Belfast, UK
| | - Rebecca Clarke
- Molecular Pathology Programme, Centre for Cancer Research and Cell Biology, Queen’s University, Belfast, UK
| | - Stephanie Craig
- Molecular Pathology Programme, Centre for Cancer Research and Cell Biology, Queen’s University, Belfast, UK
| | - Manuel Salto-Tellez
- Molecular Pathology Programme, Centre for Cancer Research and Cell Biology, Queen’s University, Belfast, UK
| | - Stephen McQuaid
- Northern Ireland Biobank, Centre for Cancer Research and Cell Biology, Queen’s University, Belfast, UK
- Molecular Pathology Programme, Centre for Cancer Research and Cell Biology, Queen’s University, Belfast, UK
- Tissue Pathology, Belfast Health and Social Care Trust, Belfast City Hospital, Belfast, UK
| | - Claire Lewis
- Northern Ireland Biobank, Centre for Cancer Research and Cell Biology, Queen’s University, Belfast, UK
- Molecular Pathology Programme, Centre for Cancer Research and Cell Biology, Queen’s University, Belfast, UK
| | - Jacqueline James
- Northern Ireland Biobank, Centre for Cancer Research and Cell Biology, Queen’s University, Belfast, UK
- Molecular Pathology Programme, Centre for Cancer Research and Cell Biology, Queen’s University, Belfast, UK
- Tissue Pathology, Belfast Health and Social Care Trust, Belfast City Hospital, Belfast, UK
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Alvi MA, Loughrey MB, Dunne P, McQuaid S, Turkington R, Fuchs MA, McGready C, Bingham V, Pang B, Moore W, Maxwell P, Lawler M, James JA, Murray GI, Wilson RH, Salto-Tellez M. Molecular profiling of signet ring cell colorectal cancer provides a strong rationale for genomic targeted and immune checkpoint inhibitor therapies. Br J Cancer 2017; 117:203-209. [PMID: 28595259 PMCID: PMC5520517 DOI: 10.1038/bjc.2017.168] [Citation(s) in RCA: 31] [Impact Index Per Article: 4.4] [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] [Revised: 05/06/2017] [Accepted: 05/15/2017] [Indexed: 02/06/2023] Open
Abstract
BACKGROUND Signet ring cell colorectal cancer (SRCCa) has a bleak prognosis. Employing molecular pathology techniques we investigated the potential of precision medicine in this disease. METHODS Using test (n=26) and validation (n=18) cohorts, analysis of mutations, DNA methylation and transcriptome was carried out. Microsatellite instability (MSI) status was established and immunohistochemistry (IHC) was used to test for adaptive immunity (CD3) and the immune checkpoint PDL1. RESULTS DNA methylation data split the cohorts into hypermethylated (n=18, 41%) and hypomethylated groups (n=26, 59%). The hypermethylated group predominant in the proximal colon was enriched for CpG island methylator phenotype (CIMP), BRAF V600E mutation and MSI (P<0.001). These cases also had a high CD3+ immune infiltrate (P<0.001) and expressed PDL1 (P=0.03 in intra-tumoural lymphoid cells). The hypomethylated group predominant in the distal colon did not show any characteristic molecular features. We also detected a common targetable KIT mutation (c.1621A>C) across both groups. No statistically significant difference in outcome was observed between the two groups. CONCLUSIONS Our data show that SRCCa phenotype comprises two distinct genotypes. The MSI+/CIMP+/BRAF V600E+/CD3+/PDL1+ hypermethylated genotype is an ideal candidate for immune checkpoint inhibitor therapy. In addition, one fourth of SRCCa cases can potentially be targeted by KIT inhibitors.
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Affiliation(s)
- Muhammad A Alvi
- Northern Ireland Molecular Pathology Laboratory, Centre for Cancer Research and Cell Biology, Queen’s University Belfast, Belfast BT9 7AE, UK
| | - Maurice B Loughrey
- Northern Ireland Molecular Pathology Laboratory, Centre for Cancer Research and Cell Biology, Queen’s University Belfast, Belfast BT9 7AE, UK
- Department of Histopathology, Royal Victoria Hospital, Belfast Health and Social Care Trust, Belfast, UK
| | - Philip Dunne
- Northern Ireland Molecular Pathology Laboratory, Centre for Cancer Research and Cell Biology, Queen’s University Belfast, Belfast BT9 7AE, UK
| | - Stephen McQuaid
- Northern Ireland Molecular Pathology Laboratory, Centre for Cancer Research and Cell Biology, Queen’s University Belfast, Belfast BT9 7AE, UK
| | - Richard Turkington
- Centre for Cancer Research and Cell Biology, Queen’s University Belfast, Belfast, UK
| | - Marc-Aurel Fuchs
- Northern Ireland Molecular Pathology Laboratory, Centre for Cancer Research and Cell Biology, Queen’s University Belfast, Belfast BT9 7AE, UK
| | - Claire McGready
- Northern Ireland Molecular Pathology Laboratory, Centre for Cancer Research and Cell Biology, Queen’s University Belfast, Belfast BT9 7AE, UK
| | - Victoria Bingham
- Northern Ireland Molecular Pathology Laboratory, Centre for Cancer Research and Cell Biology, Queen’s University Belfast, Belfast BT9 7AE, UK
| | - Brendan Pang
- Department of Pathology, National University Hospital, National University Health System, Singapore, Singapore
| | - Wendy Moore
- Northern Ireland Molecular Pathology Laboratory, Centre for Cancer Research and Cell Biology, Queen’s University Belfast, Belfast BT9 7AE, UK
| | - Perry Maxwell
- Northern Ireland Molecular Pathology Laboratory, Centre for Cancer Research and Cell Biology, Queen’s University Belfast, Belfast BT9 7AE, UK
| | - Mark Lawler
- Centre for Cancer Research and Cell Biology, Queen’s University Belfast, Belfast, UK
| | - Jacqueline A James
- Northern Ireland Molecular Pathology Laboratory, Centre for Cancer Research and Cell Biology, Queen’s University Belfast, Belfast BT9 7AE, UK
| | - Graeme I Murray
- Department of Pathology, School of Medicine, Medical Sciences and Nutrition, University of Aberdeen, Aberdeen AB25 2ZD, UK
| | - Richard H Wilson
- Centre for Cancer Research and Cell Biology, Queen’s University Belfast, Belfast, UK
| | - Manuel Salto-Tellez
- Northern Ireland Molecular Pathology Laboratory, Centre for Cancer Research and Cell Biology, Queen’s University Belfast, Belfast BT9 7AE, UK
- Department of Histopathology, Royal Victoria Hospital, Belfast Health and Social Care Trust, Belfast, UK
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Gray RT, Loughrey MB, Bankhead P, Cardwell CR, McQuaid S, O'Neill RF, Arthur K, Bingham V, McGready C, Gavin AT, James JA, Hamilton PW, Salto-Tellez M, Murray LJ, Coleman HG. Statin use, candidate mevalonate pathway biomarkers, and colon cancer survival in a population-based cohort study. Br J Cancer 2017; 116:1652-1659. [PMID: 28524155 PMCID: PMC5518863 DOI: 10.1038/bjc.2017.139] [Citation(s) in RCA: 31] [Impact Index Per Article: 4.4] [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: 10/06/2016] [Revised: 04/25/2017] [Accepted: 04/26/2017] [Indexed: 12/12/2022] Open
Abstract
BACKGROUND Statin use after colorectal cancer diagnosis may improve survival but evidence from observational studies is conflicting. The anti-cancer effect of statins may be restricted to certain molecular subgroups. In this population-based cohort study, the interaction between p53 and 3-hydroxy-3-methylglutaryl coenzyme-A reductase (HMGCR) expression, KRAS mutations, and the association between statin use and colon cancer survival was assessed. METHODS The cohort consisted of 740 stage II and III colon cancer patients diagnosed between 2004 and 2008. Statin use was determined through clinical note review. Tissue blocks were retrieved to determine immunohistochemical expression of p53 and HMGCR in tissue microarrays and the presence of KRAS mutations in extracted DNA. Cox proportional hazards models were used to calculate hazard ratios (HRs) and 95% confidence intervals (CIs) for colorectal cancer-specific and overall survival. RESULTS Statin use was not associated with improved cancer-specific survival in this cohort (HR=0.91, 95% CI 0.64-1.28). Statin use was also not associated with improved survival when the analyses were stratified by tumour p53 (wild-type HR=1.31, 95% CI 0.67-2.56 vs aberrant HR=0.80, 95% CI 0.52-1.24), HMGCR (HMGCR-high HR=0.69, 95% CI 0.40-1.18 vs HMGCR-low HR=1.10, 95% CI 0.66-1.84), and KRAS (wild-type HR=0.73, 95% CI 0.44-1.19 vs mutant HR=1.21, 95% CI 0.70-2.21) status. CONCLUSIONS Statin use was not associated with improved survival either independently or when stratified by potential mevalonate pathway biomarkers in this population-based cohort of colon cancer patients.
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Affiliation(s)
- Ronan T Gray
- Cancer Epidemiology and Health Services Research Group, Centre for Public Health, Queen’s University Belfast, Belfast, Northern Ireland, UK
| | - Maurice B Loughrey
- Northern Ireland Molecular Pathology Laboratory, Centre for Cancer Research and Cell Biology, Queen’s University Belfast, Belfast, Northern Ireland, UK
- Department of Tissue Pathology, Belfast Health and Social Care Trust, Belfast, Northern Ireland, UK
| | - Peter Bankhead
- Northern Ireland Molecular Pathology Laboratory, Centre for Cancer Research and Cell Biology, Queen’s University Belfast, Belfast, Northern Ireland, UK
| | - Chris R Cardwell
- Cancer Epidemiology and Health Services Research Group, Centre for Public Health, Queen’s University Belfast, Belfast, Northern Ireland, UK
| | - Stephen McQuaid
- Northern Ireland Molecular Pathology Laboratory, Centre for Cancer Research and Cell Biology, Queen’s University Belfast, Belfast, Northern Ireland, UK
- Northern Ireland Biobank, Queen’s University Belfast, Belfast, Northern Ireland, UK
| | - Roisin F O'Neill
- Cancer Epidemiology and Health Services Research Group, Centre for Public Health, Queen’s University Belfast, Belfast, Northern Ireland, UK
| | - Kenneth Arthur
- Northern Ireland Molecular Pathology Laboratory, Centre for Cancer Research and Cell Biology, Queen’s University Belfast, Belfast, Northern Ireland, UK
| | - Victoria Bingham
- Northern Ireland Molecular Pathology Laboratory, Centre for Cancer Research and Cell Biology, Queen’s University Belfast, Belfast, Northern Ireland, UK
| | - Claire McGready
- Northern Ireland Molecular Pathology Laboratory, Centre for Cancer Research and Cell Biology, Queen’s University Belfast, Belfast, Northern Ireland, UK
| | - Anna T Gavin
- Northern Ireland Cancer Registry, Queen’s University Belfast, Belfast, Northern Ireland, UK
| | - Jacqueline A James
- Northern Ireland Molecular Pathology Laboratory, Centre for Cancer Research and Cell Biology, Queen’s University Belfast, Belfast, Northern Ireland, UK
- Department of Tissue Pathology, Belfast Health and Social Care Trust, Belfast, Northern Ireland, UK
- Northern Ireland Biobank, Queen’s University Belfast, Belfast, Northern Ireland, UK
| | - Peter W Hamilton
- Northern Ireland Molecular Pathology Laboratory, Centre for Cancer Research and Cell Biology, Queen’s University Belfast, Belfast, Northern Ireland, UK
| | - Manuel Salto-Tellez
- Northern Ireland Molecular Pathology Laboratory, Centre for Cancer Research and Cell Biology, Queen’s University Belfast, Belfast, Northern Ireland, UK
- Department of Tissue Pathology, Belfast Health and Social Care Trust, Belfast, Northern Ireland, UK
| | - Liam J Murray
- Cancer Epidemiology and Health Services Research Group, Centre for Public Health, Queen’s University Belfast, Belfast, Northern Ireland, UK
| | - Helen G Coleman
- Cancer Epidemiology and Health Services Research Group, Centre for Public Health, Queen’s University Belfast, Belfast, Northern Ireland, UK
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Gray RT, Cantwell MM, Coleman HG, Loughrey MB, Bankhead P, McQuaid S, O'Neill RF, Arthur K, Bingham V, McGready C, Gavin AT, Cardwell CR, Johnston BT, James JA, Hamilton PW, Salto-Tellez M, Murray LJ. Evaluation of PTGS2 Expression, PIK3CA Mutation, Aspirin Use and Colon Cancer Survival in a Population-Based Cohort Study. Clin Transl Gastroenterol 2017; 8:e91. [PMID: 28448072 PMCID: PMC5543466 DOI: 10.1038/ctg.2017.18] [Citation(s) in RCA: 51] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/09/2017] [Accepted: 03/14/2017] [Indexed: 02/07/2023] Open
Abstract
OBJECTIVES The association between aspirin use and improved survival after colorectal cancer diagnosis may be more pronounced in tumors that have PIK3CA mutations or high PTGS2 expression. However, the evidence of a difference in association by biomarker status lacks consistency. In this population-based colon cancer cohort study the interaction between these biomarkers, aspirin use, and survival was assessed. METHODS The cohort consisted of 740 stage II and III colon cancer patients diagnosed between 2004 and 2008. Aspirin use was determined through clinical note review. Tissue blocks were retrieved to determine immunohistochemical assessment of PTGS2 expression and the presence of PIK3CA mutations. Cox proportional hazards models were used to calculate hazard ratios (HR) and 95% confidence intervals (CI) for colorectal cancer-specific and overall survival. RESULTS In this cohort aspirin use was associated with a 31% improvement in cancer-specific survival compared to non-use (adjusted HR=0.69, 95% CI 0.47-0.98). This effect was more pronounced in tumors with high PTGS2 expression (PTGS2-high adjusted HR=0.55, 95% CI 0.32-0.96) compared to those with low PTGS2 expression (PTGS2-low adjusted HR=1.19, 95% CI 0.68-2.07, P for interaction=0.09). The aspirin by PTGS2 interaction was significant for overall survival (PTGS2-high adjusted HR=0.64, 95% CI 0.42-0.98 vs. PTGS2-low adjusted HR=1.28, 95% CI 0.80-2.03, P for interaction=0.04). However, no interaction was observed between aspirin use and PIK3CA mutation status for colorectal cancer-specific or overall survival. CONCLUSIONS Aspirin use was associated with improved survival outcomes in this population-based cohort of colon cancer patients. This association differed according to PTGS2 expression but not PIK3CA mutation status. Limiting adjuvant aspirin trials to PIK3CA-mutant colorectal cancer may be too restrictive.
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Affiliation(s)
- Ronan T Gray
- Cancer Epidemiology and Health Services Research Group, Centre for Public Health, Queen’s University Belfast, Belfast, Northern Ireland
| | - Marie M Cantwell
- Nutrition and Metabolism Group, Institute for Global Food Security, Queen’s University Belfast, Belfast, Northern Ireland
| | - Helen G Coleman
- Cancer Epidemiology and Health Services Research Group, Centre for Public Health, Queen’s University Belfast, Belfast, Northern Ireland
| | - Maurice B Loughrey
- Northern Ireland Molecular Pathology Laboratory, Centre for Cancer Research and Cell Biology, Queen’s University Belfast, Belfast, Northern Ireland
- Tissue Pathology, Belfast Health and Social Care Trust, Belfast, Northern Ireland
| | - Peter Bankhead
- Northern Ireland Molecular Pathology Laboratory, Centre for Cancer Research and Cell Biology, Queen’s University Belfast, Belfast, Northern Ireland
| | - Stephen McQuaid
- Northern Ireland Molecular Pathology Laboratory, Centre for Cancer Research and Cell Biology, Queen’s University Belfast, Belfast, Northern Ireland
- Northern Ireland Biobank, Queen’s University Belfast, Belfast, Northern Ireland
| | - Roisin F O'Neill
- Cancer Epidemiology and Health Services Research Group, Centre for Public Health, Queen’s University Belfast, Belfast, Northern Ireland
| | - Kenneth Arthur
- Northern Ireland Molecular Pathology Laboratory, Centre for Cancer Research and Cell Biology, Queen’s University Belfast, Belfast, Northern Ireland
| | - Victoria Bingham
- Northern Ireland Molecular Pathology Laboratory, Centre for Cancer Research and Cell Biology, Queen’s University Belfast, Belfast, Northern Ireland
| | - Claire McGready
- Northern Ireland Molecular Pathology Laboratory, Centre for Cancer Research and Cell Biology, Queen’s University Belfast, Belfast, Northern Ireland
| | - Anna T Gavin
- Northern Ireland Cancer Registry, Queen’s University Belfast, Belfast, Northern Ireland
| | - Chris R Cardwell
- Cancer Epidemiology and Health Services Research Group, Centre for Public Health, Queen’s University Belfast, Belfast, Northern Ireland
| | - Brian T Johnston
- Department of Gastroenterology, Belfast Health and Social Care Trust, Belfast, Northern Ireland
| | - Jacqueline A James
- Northern Ireland Molecular Pathology Laboratory, Centre for Cancer Research and Cell Biology, Queen’s University Belfast, Belfast, Northern Ireland
- Tissue Pathology, Belfast Health and Social Care Trust, Belfast, Northern Ireland
- Northern Ireland Biobank, Queen’s University Belfast, Belfast, Northern Ireland
| | - Peter W Hamilton
- Northern Ireland Molecular Pathology Laboratory, Centre for Cancer Research and Cell Biology, Queen’s University Belfast, Belfast, Northern Ireland
| | - Manuel Salto-Tellez
- Northern Ireland Molecular Pathology Laboratory, Centre for Cancer Research and Cell Biology, Queen’s University Belfast, Belfast, Northern Ireland
- Tissue Pathology, Belfast Health and Social Care Trust, Belfast, Northern Ireland
| | - Liam J Murray
- Cancer Epidemiology and Health Services Research Group, Centre for Public Health, Queen’s University Belfast, Belfast, Northern Ireland
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Church RH, Ali I, Tate M, Lavin D, Krishnakumar A, Kok HM, Hombrebueno JR, Dunne PD, Bingham V, Goldschmeding R, Martin F, Brazil DP. Gremlin1 plays a key role in kidney development and renal fibrosis. Am J Physiol Renal Physiol 2017; 312:F1141-F1157. [PMID: 28100499 PMCID: PMC5495891 DOI: 10.1152/ajprenal.00344.2016] [Citation(s) in RCA: 48] [Impact Index Per Article: 6.9] [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: 06/10/2016] [Revised: 11/30/2016] [Accepted: 01/10/2017] [Indexed: 02/06/2023] Open
Abstract
Gremlin1 (Grem1), an antagonist of bone morphogenetic proteins, plays a key role in embryogenesis. A highly specific temporospatial gradient of Grem1 and bone morphogenetic protein signaling is critical to normal lung, kidney, and limb development. Grem1 levels are increased in renal fibrotic conditions, including acute kidney injury, diabetic nephropathy, chronic allograft nephropathy, and immune glomerulonephritis. We demonstrate that a small number of grem1−/− whole body knockout mice on a mixed genetic background (8%) are viable, with a single, enlarged left kidney and grossly normal histology. The grem1−/− mice displayed mild renal dysfunction at 4 wk, which recovered by 16 wk. Tubular epithelial cell-specific targeted deletion of Grem1 (TEC-grem1-cKO) mice displayed a milder response in the acute injury and recovery phases of the folic acid model. Increases in indexes of kidney damage were smaller in TEC-grem1-cKO than wild-type mice. In the recovery phase of the folic acid model, associated with renal fibrosis, TEC-grem1-cKO mice displayed reduced histological damage and an attenuated fibrotic gene response compared with wild-type controls. Together, these data demonstrate that Grem1 expression in the tubular epithelial compartment plays a significant role in the fibrotic response to renal injury in vivo.
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Affiliation(s)
- Rachel H Church
- Centre for Experimental Medicine, Queen's University Belfast, Belfast, Northern Ireland, United Kingdom
| | - Imran Ali
- Centre for Experimental Medicine, Queen's University Belfast, Belfast, Northern Ireland, United Kingdom
| | - Mitchel Tate
- Centre for Experimental Medicine, Queen's University Belfast, Belfast, Northern Ireland, United Kingdom
| | - Deborah Lavin
- Centre for Experimental Medicine, Queen's University Belfast, Belfast, Northern Ireland, United Kingdom
| | - Arjun Krishnakumar
- Centre for Experimental Medicine, Queen's University Belfast, Belfast, Northern Ireland, United Kingdom
| | - Helena M Kok
- Utrecht Medical Centre, Utrecht, The Netherlands
| | - Jose R Hombrebueno
- Centre for Experimental Medicine, Queen's University Belfast, Belfast, Northern Ireland, United Kingdom
| | - Philip D Dunne
- Centre for Cancer Research and Cell Biology, Queen's University Belfast, Belfast, Northern Ireland
| | - Victoria Bingham
- Centre for Cancer Research and Cell Biology, Queen's University Belfast, Belfast, Northern Ireland
| | | | - Finian Martin
- Conway Institute, University College Dublin, Dublin, Ireland; and
| | - Derek P Brazil
- Centre for Experimental Medicine, Queen's University Belfast, Belfast, Northern Ireland, United Kingdom;
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Bradley CA, Dunne PD, Bingham V, McQuaid S, Khawaja H, Craig S, James J, Moore WL, McArt DG, Lawler M, Dasgupta S, Johnston PG, Van Schaeybroeck S. Transcriptional upregulation of c-MET is associated with invasion and tumor budding in colorectal cancer. Oncotarget 2016; 7:78932-78945. [PMID: 27793046 PMCID: PMC5346688 DOI: 10.18632/oncotarget.12933] [Citation(s) in RCA: 32] [Impact Index Per Article: 4.0] [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: 07/06/2016] [Accepted: 10/19/2016] [Indexed: 12/12/2022] Open
Abstract
c-MET and its ligand HGF are frequently overexpressed in colorectal cancer (CRC) and increased c-MET levels are found in CRC liver metastases. This study investigated the role of the HGF/c-MET axis in regulating migration/invasion in CRC, using pre-clinical models and clinical samples. Pre-clinically, we found marked upregulation of c-MET at both protein and mRNA levels in several invasive CRC cells. Down-regulation of c-MET using RNAi suppressed migration/invasion of parental and invasive CRC cells. Stimulation of CRC cells with rh-HGF or co-culture with HGF-expressing colonic myofibroblasts, resulted in significant increases in their migratory/invasive capacity. Importantly, HGF-induced c-MET activation promoted rapid downregulation of c-MET protein levels, while the MET transcript remained unaltered. Using RNA in situ hybridization (RNA ISH), we further showed that MET mRNA, but not protein levels, were significantly upregulated in tumor budding foci at the invasive front of a cohort of stage III CRC tumors (p < 0.001). Taken together, we show for the first time that transcriptional upregulation of MET is a key molecular event associated with CRC invasion and tumor budding. This data also indicates that RNA ISH, but not immunohistochemistry, provides a robust methodology to assess MET levels as a potential driving force of CRC tumor invasion and metastasis.
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Affiliation(s)
- Conor A. Bradley
- Drug Resistance Group, Centre for Cancer Research and Cell Biology, School of Medicine, Dentistry and Biomedical Science, Queen's University Belfast, Belfast, UK
| | - Philip D. Dunne
- Drug Resistance Group, Centre for Cancer Research and Cell Biology, School of Medicine, Dentistry and Biomedical Science, Queen's University Belfast, Belfast, UK
| | - Victoria Bingham
- Drug Resistance Group, Centre for Cancer Research and Cell Biology, School of Medicine, Dentistry and Biomedical Science, Queen's University Belfast, Belfast, UK
| | - Stephen McQuaid
- Drug Resistance Group, Centre for Cancer Research and Cell Biology, School of Medicine, Dentistry and Biomedical Science, Queen's University Belfast, Belfast, UK
- Tissue Pathology, Belfast Health and Social Care Trust, Belfast City Hospital, Belfast, UK
| | - Hajrah Khawaja
- Drug Resistance Group, Centre for Cancer Research and Cell Biology, School of Medicine, Dentistry and Biomedical Science, Queen's University Belfast, Belfast, UK
| | - Stephanie Craig
- Drug Resistance Group, Centre for Cancer Research and Cell Biology, School of Medicine, Dentistry and Biomedical Science, Queen's University Belfast, Belfast, UK
| | - Jackie James
- Drug Resistance Group, Centre for Cancer Research and Cell Biology, School of Medicine, Dentistry and Biomedical Science, Queen's University Belfast, Belfast, UK
- Tissue Pathology, Belfast Health and Social Care Trust, Belfast City Hospital, Belfast, UK
| | - Wendy L. Moore
- Drug Resistance Group, Centre for Cancer Research and Cell Biology, School of Medicine, Dentistry and Biomedical Science, Queen's University Belfast, Belfast, UK
| | - Darragh G. McArt
- Drug Resistance Group, Centre for Cancer Research and Cell Biology, School of Medicine, Dentistry and Biomedical Science, Queen's University Belfast, Belfast, UK
| | - Mark Lawler
- Drug Resistance Group, Centre for Cancer Research and Cell Biology, School of Medicine, Dentistry and Biomedical Science, Queen's University Belfast, Belfast, UK
| | - Sonali Dasgupta
- Drug Resistance Group, Centre for Cancer Research and Cell Biology, School of Medicine, Dentistry and Biomedical Science, Queen's University Belfast, Belfast, UK
| | - Patrick G. Johnston
- Drug Resistance Group, Centre for Cancer Research and Cell Biology, School of Medicine, Dentistry and Biomedical Science, Queen's University Belfast, Belfast, UK
| | - Sandra Van Schaeybroeck
- Drug Resistance Group, Centre for Cancer Research and Cell Biology, School of Medicine, Dentistry and Biomedical Science, Queen's University Belfast, Belfast, UK
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Bradley C, Dunne P, McQuaid S, Bingham V, Lawler M, Salto-Tellez M, Johnston P, Van Schaeybroeck S. Abstract 924: Upregulation of the MET transcript is consistently associated with invasion and tumor budding in colorectal cancer. Cancer Res 2016. [DOI: 10.1158/1538-7445.am2016-924] [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 c-MET proto-oncogene is frequently overexpressed (50-60%), amplified (1-3%), and mutated (1-3%) in colorectal cancer (CRC). Hepatocyte growth factor (HGF)-dependent and independent activation of c-MET has been associated with increased survival and resistance to targeted therapies. This study aimed to investigate the role of the HGF/c-MET axis in regulating migration/invasion in CRC, using pre-clinical models and clinical samples.
Methods:
In order to model CRC tumour cell invasion, we have generated invasive CRC subpopulations using Boyden Invasion chambers. To model the CRC microenvironment, we have used a range of co-culture techniques with CRC cells and colon fibroblasts. Migration/invasion was determined using xCELLigence System (Roche). c-MET expression in parental and invasive cell lines was measured using Western blotting and qRT-PCR. c-MET expression in CRC FFPE tissues was measured using IHC and RNAScope®.
Results:
We identified marked upregulated expression of c-MET at both the protein and transcript levels in our invasive CRC cell line models. Importantly, both parental and invasive subpopulations were found to be inherently dependent on c-MET for migration, as RNAi against c-MET abrogated migration/invasion in both parental and invasive models. We also demonstrated that stimulation of CRC cells with rh-HGF resulted in increased CRC cell migration/invasion. In addition, co-culture of CRC cells with colonic myofibroblasts, resulted in marked increases in migratory and invasive capacity, and this was dependent on HGF/c-MET signaling. Interestingly, stimulation with myofibroblast conditioned medium or HGF promotes rapid degradation of c-MET at the protein level, followed by recycling, while MET transcript remains unaltered, illustrating a dynamic expression of c-MET protein in response to activation. We further showed that MET is transcriptionally upregulated in tumour budding foci at the invasive front of a cohort of stage III CRC tumors. Intriguingly, c-MET protein levels do not correlate with the transcript, most likely due to a similar protein degradation process observed in our aforementioned in vitro models.
Conclusions:
We show for the first time a key role for transcriptional upregulation of MET as a molecular driver of tumour invasion, both in vitro and in stage III CRC tumours.
Citation Format: Conor Bradley, Philip Dunne, Stephen McQuaid, Victoria Bingham, Mark Lawler, Manuel Salto-Tellez, Patrick Johnston, Sandra Van Schaeybroeck. Upregulation of the MET transcript is consistently associated with invasion and tumor budding in colorectal cancer. [abstract]. In: Proceedings of the 107th Annual Meeting of the American Association for Cancer Research; 2016 Apr 16-20; New Orleans, LA. Philadelphia (PA): AACR; Cancer Res 2016;76(14 Suppl):Abstract nr 924.
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Affiliation(s)
| | - Philip Dunne
- Queens University Belfast, Belfast, United Kingdom
| | | | | | - Mark Lawler
- Queens University Belfast, Belfast, United Kingdom
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Alvi MA, McArt DG, Kelly P, Fuchs MA, Alderdice M, McCabe CM, Bingham V, McGready C, Tripathi S, Emmert-Streib F, Loughrey MB, McQuaid S, Maxwell P, Hamilton PW, Turkington R, James JA, Wilson RH, Salto-Tellez M. Comprehensive molecular pathology analysis of small bowel adenocarcinoma reveals novel targets with potential for clinical utility. Oncotarget 2016; 6:20863-74. [PMID: 26315110 PMCID: PMC4673235 DOI: 10.18632/oncotarget.4576] [Citation(s) in RCA: 37] [Impact Index Per Article: 4.6] [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: 06/09/2015] [Accepted: 07/20/2015] [Indexed: 01/22/2023] Open
Abstract
Small bowel accounts for only 0.5% of cancer cases in the US but incidence rates have been rising at 2.4% per year over the past decade. One-third of these are adenocarcinomas but little is known about their molecular pathology and no molecular markers are available for clinical use. Using a retrospective 28 patient matched normal-tumor cohort, next-generation sequencing, gene expression arrays and CpG methylation arrays were used for molecular profiling. Next-generation sequencing identified novel mutations in IDH1, CDH1, KIT, FGFR2, FLT3, NPM1, PTEN, MET, AKT1, RET, NOTCH1 and ERBB4. Array data revealed 17% of CpGs and 5% of RNA transcripts assayed to be differentially methylated and expressed respectively (p < 0.01). Merging gene expression and DNA methylation data revealed CHN2 as consistently hypermethylated and downregulated in this disease (Spearman −0.71, p < 0.001). Mutations in TP53 which were found in more than half of the cohort (15/28) and Kazald1 hypomethylation were both were indicative of poor survival (p = 0.03, HR = 3.2 and p = 0.01, HR = 4.9 respectively). By integrating high-throughput mutational, gene expression and DNA methylation data, this study reveals for the first time the distinct molecular profile of small bowel adenocarcinoma and highlights potential clinically exploitable markers.
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Affiliation(s)
- Muhammad A Alvi
- Northern Ireland Molecular Pathology Laboratory, Centre for Cancer Research and Cell Biology, Queen's University Belfast, Belfast, Northern Ireland, UK
| | - Darragh G McArt
- Northern Ireland Molecular Pathology Laboratory, Centre for Cancer Research and Cell Biology, Queen's University Belfast, Belfast, Northern Ireland, UK
| | - Paul Kelly
- Tissue Pathology, Belfast Health and Social Care Trust, Belfast, Northern Ireland, UK
| | - Marc-Aurel Fuchs
- Northern Ireland Molecular Pathology Laboratory, Centre for Cancer Research and Cell Biology, Queen's University Belfast, Belfast, Northern Ireland, UK
| | - Matthew Alderdice
- Northern Ireland Molecular Pathology Laboratory, Centre for Cancer Research and Cell Biology, Queen's University Belfast, Belfast, Northern Ireland, UK
| | - Clare M McCabe
- Northern Ireland Molecular Pathology Laboratory, Centre for Cancer Research and Cell Biology, Queen's University Belfast, Belfast, Northern Ireland, UK
| | - Victoria Bingham
- Northern Ireland Molecular Pathology Laboratory, Centre for Cancer Research and Cell Biology, Queen's University Belfast, Belfast, Northern Ireland, UK
| | - Claire McGready
- Northern Ireland Molecular Pathology Laboratory, Centre for Cancer Research and Cell Biology, Queen's University Belfast, Belfast, Northern Ireland, UK
| | - Shailesh Tripathi
- Computational Biology and Machine Learning Laboratory, Centre for Cancer Research and Cell Biology, Queen's University Belfast, Belfast, Northern Ireland, UK
| | - Frank Emmert-Streib
- Computational Biology and Machine Learning Laboratory, Centre for Cancer Research and Cell Biology, Queen's University Belfast, Belfast, Northern Ireland, UK
| | - Maurice B Loughrey
- Tissue Pathology, Belfast Health and Social Care Trust, Belfast, Northern Ireland, UK
| | - Stephen McQuaid
- Northern Ireland Molecular Pathology Laboratory, Centre for Cancer Research and Cell Biology, Queen's University Belfast, Belfast, Northern Ireland, UK.,Tissue Pathology, Belfast Health and Social Care Trust, Belfast, Northern Ireland, UK
| | - Perry Maxwell
- Northern Ireland Molecular Pathology Laboratory, Centre for Cancer Research and Cell Biology, Queen's University Belfast, Belfast, Northern Ireland, UK.,Tissue Pathology, Belfast Health and Social Care Trust, Belfast, Northern Ireland, UK
| | - Peter W Hamilton
- Northern Ireland Molecular Pathology Laboratory, Centre for Cancer Research and Cell Biology, Queen's University Belfast, Belfast, Northern Ireland, UK
| | - Richard Turkington
- Centre for Cancer Research and Cell Biology, Queen's University Belfast, Belfast, Northern Ireland, UK
| | - Jacqueline A James
- Northern Ireland Molecular Pathology Laboratory, Centre for Cancer Research and Cell Biology, Queen's University Belfast, Belfast, Northern Ireland, UK.,Tissue Pathology, Belfast Health and Social Care Trust, Belfast, Northern Ireland, UK
| | - Richard H Wilson
- Centre for Cancer Research and Cell Biology, Queen's University Belfast, Belfast, Northern Ireland, UK
| | - Manuel Salto-Tellez
- Northern Ireland Molecular Pathology Laboratory, Centre for Cancer Research and Cell Biology, Queen's University Belfast, Belfast, Northern Ireland, UK.,Tissue Pathology, Belfast Health and Social Care Trust, Belfast, Northern Ireland, UK
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Bingham V, Ong CW, James J, Maxwell P, Waugh D, Salto-Tellez M, McQuaid S. PTEN mRNA detection by chromogenic, RNA in situ technologies: a reliable alternative to PTEN immunohistochemistry. Hum Pathol 2015; 47:95-103. [PMID: 26518664 DOI: 10.1016/j.humpath.2015.09.009] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/09/2015] [Revised: 08/21/2015] [Accepted: 09/02/2015] [Indexed: 01/23/2023]
Abstract
Immunohistochemical staining for phosphatase and tensin homolog (PTEN) does not have either an acceptable standard protocol or concordance of scoring between pathologists. Evaluation of PTEN mRNA with a unique and verified sequence probe may offer a realistic alternative providing a robust and reproducible protocol. In this study, we have evaluated an in situ hybridization (ISH) protocol for PTEN mRNA using RNAScope technology and compared it with a standard protocol for PTEN immunohistochemistry (IHC). PTEN mRNA expression by ISH was consistently more sensitive than PTEN IHC, with 56% of samples on a mixed-tumor tissue microarray (TMA) showing high expression by ISH compared with 42% by IHC. On a prostate TMA, 49% of cases showed high expression by ISH compared with 43% by IHC. Variations in PTEN mRNA expression within malignant epithelium were quantifiable using image analysis on the prostate TMAs. Within tumors, clear overexpression of PTEN mRNA on malignant epithelium compared with benign epithelium was frequently observed and quantified. The use of SpotStudio software in the mixed-tumor TMA allowed for clear demonstration of varying levels of PTEN mRNA between tumor samples by the mRNA methodology. This was evident by the quantifiable differences between distinct oropharyngeal tumors (up to 3-fold increase in average number of spots per cell between 2 cases). mRNA detection of PTEN or other biomarkers, for which optimal or standardized immunohistochemical techniques are not available, represents a means by which heterogeneity of expression within focal regions of tumor can be explored with more confidence.
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Affiliation(s)
- Victoria Bingham
- Molecular Pathology Programme, Centre for Cancer Research and Cell Biology, Queen's University, Belfast, UK BT9 7AE
| | - Chee Wee Ong
- Prostate Cancer Research Group, Centre for Cancer Research and Cell Biology, Queen's University, Belfast, UK BT9 7AE
| | - Jacqueline James
- Molecular Pathology Programme, Centre for Cancer Research and Cell Biology, Queen's University, Belfast, UK BT9 7AE; Tissue Pathology, Belfast Health and Social Care Trust, Belfast City Hospital, Lisburn Rd BT9 7AB
| | - Pamela Maxwell
- Prostate Cancer Research Group, Centre for Cancer Research and Cell Biology, Queen's University, Belfast, UK BT9 7AE
| | - David Waugh
- Prostate Cancer Research Group, Centre for Cancer Research and Cell Biology, Queen's University, Belfast, UK BT9 7AE
| | - Manuel Salto-Tellez
- Molecular Pathology Programme, Centre for Cancer Research and Cell Biology, Queen's University, Belfast, UK BT9 7AE; Tissue Pathology, Belfast Health and Social Care Trust, Belfast City Hospital, Lisburn Rd BT9 7AB
| | - Stephen McQuaid
- Molecular Pathology Programme, Centre for Cancer Research and Cell Biology, Queen's University, Belfast, UK BT9 7AE; Tissue Pathology, Belfast Health and Social Care Trust, Belfast City Hospital, Lisburn Rd BT9 7AB.
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42
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Alvi MA, McArt DG, Kelly P, Fuchs MA, Alderdice M, McCabe CM, Bingham V, McGready C, McQuaid S, Maxwell P, Hamilton P, James JA, Wilson R, Salto-Tellez M. Abstract 4792: Comprehensive molecular pathology analysis of small bowel adenocarcinoma reveals novel targets with clinical utility. Cancer Res 2015. [DOI: 10.1158/1538-7445.am2015-4792] [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
Small bowel accounts for only 0.5% of cancer cases in the US; a third of which are adenocarcinomas. But incidence rates have been rising at a rate of 2.4% per year over the last decade. Because of the rarity of this cancer, little is known about its molecular pathology and there are no molecular markers for diagnosis, predicting prognosis or therapeutic intervention. The aim of this study was therefore to look into this disease at a molecular level to better understand its biology and identify biomarkers and potential points of therapeutic intervention.
Using a retrospective 28 patient matched normal-tumor cohort next generation sequencing (NGS) was performed using a 50 gene cancer hotspot panel, gene expression arrays were used to profile ∼29,000 RNA transcripts and 450k CpG methylation arrays were used to carry out DNA methylation analysis. We also looked at microsatellite instability (MSI), HER2 and p53 expression.
NGS identified novel mutations in IDH1, CDH1, KIT, NRAS, FGFR2, FLT3, NPM1, PTEN, MET, AKT1, RET, NOTCH1 and ERBB4. Previously known mutations such as high-frequency KRAS and TP53 and low-frequency HER2 were also confirmed in our cohort. The average patient had 2.6 mutations with eight patients having only a single mutation to one having seven. Array data revealed 17% of CpGs and 5% of RNA transcripts assayed to be differentially methylated and expressed respectively (p<0.01). Gene expression and DNA methylation data was merged to reveal 266 transcripts where DNA methylation was inversely correlated with gene expression (Spearman < -0.5). Almost 90% of these CpGs were found to be located inside gene bodies, the first exons and 5′ and 3′ UTRs. Almost 60% of the overall genome-wide changes in methylation (hyper and hypo) also occurred inside the gene bodies, the first exons and 5′ and 3′ UTRs. CHN2 was identified as one of the genes consistently hypermethylated and downregulated in tumor compared to normal (Spearman -0.71, p<0.001). This trend was validated using immunohistochemistry and pyrosequencing. Finally mutations in TP53 which were found in more than half of the cohort (15/28) and Kazald1 hypomethylation were both were indicative of poor survival (p = 0.0345, HR = 3.2 and p = 0.0079, HR = 4.9 respectively). Sanger sequencing was used to confirm TP53 mutations and immunohistochemistry analysis confirmed protein overexpression in all mutant cases. Six cases were positive for MSI and three for HER2 overexpression.
This study has for the first time highlighted the extent of molecular changes taking place in SBA. The clinical potential of TP53 mutations and Kazald1 hypomethylation as prognostic biomarkers and CHN2 as a diagnostic biomarker are focus areas for further research by our group.
Citation Format: Muhammad A. Alvi, Darragh G. McArt, Paul Kelly, Marc-Aurel Fuchs, Matthew Alderdice, Clare M. McCabe, Victoria Bingham, Claire McGready, Stephen McQuaid, Perry Maxwell, Peter Hamilton, Jacqueline A. James, Richard Wilson, Manuel Salto-Tellez. Comprehensive molecular pathology analysis of small bowel adenocarcinoma reveals novel targets with clinical utility. [abstract]. In: Proceedings of the 106th Annual Meeting of the American Association for Cancer Research; 2015 Apr 18-22; Philadelphia, PA. Philadelphia (PA): AACR; Cancer Res 2015;75(15 Suppl):Abstract nr 4792. doi:10.1158/1538-7445.AM2015-4792
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Affiliation(s)
- Muhammad A. Alvi
- 1Northern Ireland Molecular Pathology Laboratory, Queen's University Belfast, United Kingdom
| | - Darragh G. McArt
- 1Northern Ireland Molecular Pathology Laboratory, Queen's University Belfast, United Kingdom
| | - Paul Kelly
- 2Belfast Health and Social Care Trust, United Kingdom
| | - Marc-Aurel Fuchs
- 1Northern Ireland Molecular Pathology Laboratory, Queen's University Belfast, United Kingdom
| | - Matthew Alderdice
- 1Northern Ireland Molecular Pathology Laboratory, Queen's University Belfast, United Kingdom
| | - Clare M. McCabe
- 1Northern Ireland Molecular Pathology Laboratory, Queen's University Belfast, United Kingdom
| | - Victoria Bingham
- 1Northern Ireland Molecular Pathology Laboratory, Queen's University Belfast, United Kingdom
| | - Claire McGready
- 1Northern Ireland Molecular Pathology Laboratory, Queen's University Belfast, United Kingdom
| | - Stephen McQuaid
- 1Northern Ireland Molecular Pathology Laboratory, Queen's University Belfast, United Kingdom
| | - Perry Maxwell
- 1Northern Ireland Molecular Pathology Laboratory, Queen's University Belfast, United Kingdom
| | - Peter Hamilton
- 1Northern Ireland Molecular Pathology Laboratory, Queen's University Belfast, United Kingdom
| | - Jacqueline A. James
- 1Northern Ireland Molecular Pathology Laboratory, Queen's University Belfast, United Kingdom
| | - Richard Wilson
- 1Northern Ireland Molecular Pathology Laboratory, Queen's University Belfast, United Kingdom
| | - Manuel Salto-Tellez
- 1Northern Ireland Molecular Pathology Laboratory, Queen's University Belfast, United Kingdom
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Abstract
Background: Phosphatase and tensin homologue deleted on chromosome 10 (PTEN) regulation of the Rho-like GTPase Cdc42 has a central role in epithelial polarised growth, but effects of this molecular network on apoptosis remain unclear. Methods: To investigate the role of Cdc42 in PTEN-dependent cell death, we used flow cytometry, in vitro pull-down assays, poly(ADP ribose) polymerase (PARP) cleavage and other immunoblots in isogenic PTEN-expressing and -deficient colorectal cells (HCT116PTEN+/+, HCT116PTEN−/−, Caco2 and Caco2 ShPTEN cells) after transfection or treatment strategies. Results: The PTEN knockout or suppression by short hairpin RNA or small interfering RNA (siRNA) inhibited Cdc42 activity, PARP cleavage and/or apoptosis in flow cytometry assays. Transfection of cells with wild-type or constitutively active Cdc42 enhanced PARP cleavage, whereas siRNA silencing of Cdc42 inhibited PARP cleavage and/or apoptosis. Pharmacological upregulation of PTEN by sodium butyrate (NaBt) treatment enhanced Cdc42 activity, PARP cleavage and apoptosis, whereas Cdc42 siRNA suppressed NaBt-induced PARP cleavage. Cdc42-dependent signals can suppress glycogen synthase kinase-β (GSK3β) activity. Pharmacological inhibition of GSK3β by lithium chloride treatment mimicked effects of Cdc42 in promotion of PARP cleavage and/or apoptosis. Conclusion: Phosphatase and tensin homologue deleted on chromosome 10 may influence apoptosis in colorectal epithelium through Cdc42 signalling, thus providing a regulatory framework for both polarised growth and programmed cell death.
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Affiliation(s)
- R Deevi
- Centre for Cancer Research and Cell Biology, Queen's University of Belfast, Lisburn Road, Belfast BT97BL, UK
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44
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Stevenson R, Fatehullah A, Jagan I, Deevi RK, Bingham V, Irvine AE, Armstrong M, Morrison PJ, Dimmick I, Stewart R, Campbell FC. Enhanced lymphocyte interferon (IFN)-γ responses in a PTEN mutation-negative Cowden disease kindred. Clin Exp Immunol 2011; 164:202-10. [PMID: 21361912 DOI: 10.1111/j.1365-2249.2011.04336.x] [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: 11/27/2022] Open
Abstract
Identification of immune modifiers of inherited cancer syndromes may provide a rationale for preventive therapy. Cowden disease (CD) is a genetically heterogeneous inherited cancer syndrome that arises predominantly from germline phosphatase and tensin homologue deleted on chromosome 10 (PTEN) mutation and increased phosphoinositide 3-kinase/mammalian target of rapamycin (PI3K/mTOR) signalling. However, many patients with classic CD diagnostic features are mutation-negative for PTEN (PTEN M-Neg). Interferon (IFN)-γ can modulate the PI3K/mTOR pathway, but its association with PTEN M-Neg CD remains unclear. This study assessed IFN-γ secretion by multi-colour flow cytometry in a CD kindred that was mutation-negative for PTEN and other known susceptibility genes. Because IFN-γ responses may be regulated by killer cell immunoglobulin-like receptors (KIR) and respective human leucocyte antigen (HLA) ligands, KIR/HLA genotypes were also assessed. Activating treatments induced greater IFN-γ secretion in PTEN M-Neg CD peripheral blood lymphocytes versus healthy controls. Increased frequency of activating KIR genes, potentially activating KIR/HLA compound genotypes and reduced frequency of inhibitory genotypes, were found in the PTEN M-Neg CD kindred. Differences of IFN-γ secretion were observed among PTEN M-Neg CD patients with distinct KIR/HLA compound genotypes. Taken together, these findings show enhanced lymphocyte secretion of IFN-γ that may influence the PI3K/mTOR CD causal molecular pathway in a PTEN mutation-negative CD kindred.
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Affiliation(s)
- R Stevenson
- Centre for Cancer Research and Cell Biology, Queen's University of Belfast, UK
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45
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Xu H, McCann M, Zhang Z, Posner GH, Bingham V, El-Tanani M, Campbell FC. Vitamin D receptor modulates the neoplastic phenotype through antagonistic growth regulatory signals. Mol Carcinog 2009; 48:758-72. [PMID: 19184984 DOI: 10.1002/mc.20520] [Citation(s) in RCA: 29] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
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46
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Reynolds N, Collier B, Bingham V, Gray NK, Cooke HJ. Translation of the synaptonemal complex component Sycp3 is enhanced in vivo by the germ cell specific regulator Dazl. RNA 2007; 13:974-81. [PMID: 17526644 PMCID: PMC1894923 DOI: 10.1261/rna.465507] [Citation(s) in RCA: 93] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/14/2023]
Abstract
DAZ-related genes are essential for gametogenesis in diverse metazoa: in human males, a loss of DAZ genes is associated with infertility. These genes, expressed only in germ cells, regulate the translation of a yet undefined set of specific transcripts, and loss of function results in numerous defects throughout the mitotic and meiotic process of germ cell development. In a mouse model, absence of the autosomal Dazl gene results in a final block at zygotene of meiotic prophase. Sycp3 is also essential for meiosis, specifically for the formation of the synaptonemal complex lateral element with a mouse knockout model displaying a block in meiotic prophase similar to the Dazl knock out. Sycp3 was identified as a potential target for translational regulation by Dazl in male mouse germ cells. This was confirmed by both RNA binding and translation assays. In the Dazl knockout mouse model, Sycp3 protein levels were decreased, indicating that Dazl is required for efficient translation of the Sycp3 mRNA in vivo. Taken together these data support Sycp3 as a biologically relevant target of Dazl-mediated translation in mammals. This suggests that azoospermia associated with a decrease in DAZ gene function in humans may in part be a consequence of failure at synapsis caused by reduced levels of SYCP3 protein.
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Affiliation(s)
- Nicola Reynolds
- Medical Research Council Human Genetics Unit, Western General Hospital, Edinburgh, UK
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47
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McMillan J, Fatehi-Sedeh S, Sylvia VL, Bingham V, Zhong M, Boyan BD, Schwartz Z. Sex-specific regulation of growth plate chondrocytes by estrogen is via multiple MAP kinase signaling pathways. Biochimica et Biophysica Acta (BBA) - Molecular Cell Research 2006; 1763:381-92. [PMID: 16713447 DOI: 10.1016/j.bbamcr.2006.02.010] [Citation(s) in RCA: 29] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/23/2005] [Revised: 02/07/2006] [Accepted: 02/27/2006] [Indexed: 10/24/2022]
Abstract
Both male and female rat growth plate cartilage cells possess estrogen receptors (ERs), but 17beta-estradiol (E(2)) activates protein kinase C (PKC) and PKC-dependent biological responses to E(2) only in cells from female animals. PKC signaling can elicit genomic responses via mitogen activated protein kinase (MAPK) and E(2) has been shown to activate ERK MAPK in many cells, suggesting that MAPK may play a role in growth plate chondrocytes as well. We tested if E(2) increases MAPK activity and if so, whether the response is limited to female cells, if it is PKC-dependent, and if the mechanism involves traditional ER pathways. We also determined the contribution of MAPK to the biological response of growth plate chondrocytes and assessed the relative contributions of ERK, p38 and JNK MAPKs. Female rat costochondral cartilage cells were treated with E(2) and MAPK-specific activity determined in cell layer lysates. The mechanism of MAPK activation was determined by treating the cells with E(2) conjugated to bovine serum albumin (E(2)-BSA) to assess if membrane receptors were involved; stereospecificity was determined using 17alpha-estradiol; PKC and phospholipase C (PLC) dependence was determined using specific inhibitors; and the ER agonist diethylstilbestrol, the ER antagonist ICI 182780, and tamoxifen were used to assess the role of traditional ER pathways. E(2) regulation of ERK1/2 MAPK was assessed and the relative roles of ERK1/2, p38 and JNK MAPKs determined using specific inhibitors. E(2) caused a rapid dose-dependent activation of MAPK that was greatest in cells treated for 9 min with 10(-9) M hormone; activity remained elevated for 3 h. E(2)'s effect on MAPK was stereospecific and comparable to that of E(2)-BSA. It was insensitive to DES and ICI 182780, dependent on PKC and PLC, blocked by tamoxifen and it did not require gene transcription or translation. E(2) had no effect on ERK1 or ERK2 mRNA or protein but it caused a rapid phosphorylation of ERK1/2 at 9 min. Inhibition of ERK1/2 and p38 MAPK reduced the stimulatory effects of E(2) on alkaline phosphatase activity and [(35)S]-sulfate incorporation. These results suggest that E(2) regulates MAPK through a sex-specific membrane-mediated mechanism that does not involve cytosolic ERs in a traditional sense and that ERK1/2 and p38 mediate the downstream biological effects of the hormone.
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Affiliation(s)
- J McMillan
- Wallace H. Coulter Department of Biomedical Engineering, Georgia Institute of Technology, 315 Ferst Drive NW, Atlanta, 30332, USA
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48
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Reynolds N, Collier B, Maratou K, Bingham V, Speed RM, Taggart M, Semple CA, Gray NK, Cooke HJ. Dazl binds in vivo to specific transcripts and can regulate the pre-meiotic translation of Mvh in germ cells. Hum Mol Genet 2005; 14:3899-909. [PMID: 16278232 DOI: 10.1093/hmg/ddi414] [Citation(s) in RCA: 148] [Impact Index Per Article: 7.8] [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] [Indexed: 02/02/2023] Open
Abstract
Gametogenesis is a complex process subject to strict controls at both levels of transcription and translation. Members of a family of conserved RNA-binding proteins encoded by the DAZ genes are required for the translational regulation of gene expression essential for this process. Although loss of DAZ family genes is associated with infertility in several organisms including humans, the identity of the transcripts regulated in vivo is unknown. Using a combination of immunoprecipitation and microarray analysis, we have identified a number of mRNAs that are bound by the murine Dazl protein both in vivo and in vitro. Sequence analysis shows that these transcripts contain binding sites for Dazl, which have been conserved during evolution between human, rat and mouse. We have focussed on mouse vasa homologue (Mvh), a gene that is essential for male gametogenesis, and show that Dazl stimulates translation via the Mvh 3'-UTR. Finally, we show that germ cells of Dazl null mice contain reduced levels of Mvh protein, indicating that Dazl-mediated regulation of Mvh translation is crucial for mammalian spermatogenesis.
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Affiliation(s)
- Nicola Reynolds
- MRC Human Genetics Unit, Western General Hospital, University of Edinburgh, UK
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49
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Schwartz Z, Ehland H, Sylvia VL, Larsson D, Hardin RR, Bingham V, Lopez D, Dean DD, Boyan BD. 1alpha,25-dihydroxyvitamin D(3) and 24R,25-dihydroxyvitamin D(3) modulate growth plate chondrocyte physiology via protein kinase C-dependent phosphorylation of extracellular signal-regulated kinase 1/2 mitogen-activated protein kinase. Endocrinology 2002; 143:2775-86. [PMID: 12072413 DOI: 10.1210/endo.143.7.8889] [Citation(s) in RCA: 52] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
Abstract
Membrane-mediated increases in protein kinase C (PKC) activity and PKC-dependent physiological responses of growth plate chondrocytes to vitamin D metabolites depend on the state of endochondral maturation; 1alpha,25-dihydroxyvitamin D(3) [1alpha,25-(OH)(2)D(3)] regulates growth zone (GC) cells, whereas 24R,25-(OH)(2)D(3) regulates resting zone (RC) cells. Different mechanisms, including protein kinase A signaling, mediate the effects of 1alpha,25-(OH)(2)D(3) and 24R,25-(OH)(2)D(3) on PKC, suggesting that different mechanisms may also regulate any MAPK involvement in the physiological responses. This study used confluent cultures of rat costochondral chondrocytes as a model. 1alpha,25-(OH)(2)D(3) stimulated MAPK specific activity in GC in a time- and dose-dependent manner, evident within 9 min. 24R,25-(OH)(2)D(3) stimulated MAPK in RC; increases were dose dependent, occurred after 9 min, and were greatest at 90 min. In both cells the effect was due to ERK1/2 activation (p42 > p44 in GC; p42 = p44 in RC). MAPK activation was dependent on PKC, but not protein kinase A. The effect of 1alpha,25-(OH)(2)D(3) required phospholipase C, and the effect of 24R,25-(OH)(2)D(3) required phospholipase D. Inhibition of cyclooxygenase activity reduced the effect of 1alpha,25-(OH)(2)D(3) on MAPK in GC and enhanced the effect of 24R,25-(OH)(2)D(3) in RC. Based on MAPK inhibition with PD98059, ERK1/2 MAPK mediated the effect of 24R,25-(OH)(2)D(3) on [(3)H]thymidine incorporation and [(35)S]sulfate incorporation by RC, but only partially mediated the effect of 1alpha,25-(OH)(2)D(3) on GC. ERK1/2 was not involved in the regulation of alkaline phosphatase specific activity by either metabolite. This paper supports the hypothesis that 1alpha,25-(OH)(2)D(3) regulates the physiology of GC via rapid membrane-mediated signaling pathways, and some, but not all, of the response to 1alpha,25-(OH)(2)D(3) is via the ERK family of MAPKs. In contrast, 24R,25-(OH)(2)D(3) exerts its effects on RC via PKC-dependent MAPK. Whereas 1alpha,25-(OH)(2)D(3) increases MAPK activity via phospholipase C and increased prostaglandin production, 24R,25-(OH)(2)D(3) increases MAPK via phospholipase D and decreased prostaglandin production. The cell specificity, metabolite stereospecificity, and the dependence on PKC argue for the participation of membrane receptors for 1alpha,25-(OH)(2)D(3) and 24R,25-(OH)(2)D(3) in the regulation of ERK1/2 in the growth plate.
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Affiliation(s)
- Z Schwartz
- Department of Orthopedics, University of Texas Health Science Center, San Antonio 78229, USA
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McCoy MA, Bingham V, Hudson AJ, Cantley L, Hutchinson T, Davison G, Fitzpatrick DA, Kennedy DG. Postmortem biochemical markers of experimentally induced hypomagnesaemic tetany in sheep. Vet Rec 2001; 148:233-7. [PMID: 11289550 DOI: 10.1136/vr.148.8.233] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
Abstract
Hypomagnesaemic tetany was induced in non-lactating and lactating ewes by feeding them semi-synthetic low magnesium diets containing additional potassium chloride and citric acid. Aqueous and vitreous humour were sampled from one eye at the time of death (fresh) and from the second eye after the head had been stored at ambient temperature for 24 hours (24-hour). There were significant relationships between the concentrations of magnesium in cerebrospinal fluid and plasma and its concentrations in fresh aqueous humour and fresh vitreous humour. Magnesium concentrations of < 0.33 mmol/litre in fresh aqueous humour and < 0.50 mmol/litre in 24-hour aqueous humour were associated with severe hypomagnesaemia and tetany. However, the concentration of magnesium in aqueous humour is relatively unstable and, unless the time of death was known accurately, its interpretation would be difficult. Magnesium concentrations of < 0.60 mmol/litre in fresh vitreous humour and < 0.65 mmol/litre in 24-hour vitreous humour were associated with severe hypomagnesaemia and tetany in adult sheep. The concentration of magnesium in vitreous humour was relatively stable for up to 48 hours postmortem.
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Affiliation(s)
- M A McCoy
- Department of Agriculture and Rural Development for Northern Ireland, Stormont, Belfast
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