1
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Hatthakarnkul P, Pennel K, Alexander P, van Wyk H, Roseweir A, Inthagard J, Hay J, Andersen D, Maka N, Park J, Roxburgh C, Thuwajit C, McMillan D, Edwards J. Histopathological tumour microenvironment score independently predicts outcome in primary operable colorectal cancer. J Pathol Clin Res 2024; 10:e12374. [PMID: 38650367 PMCID: PMC11035902 DOI: 10.1002/2056-4538.12374] [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] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2023] [Revised: 02/20/2024] [Accepted: 03/26/2024] [Indexed: 04/25/2024]
Abstract
Colorectal cancer (CRC) is a heterogenous malignancy and research is focused on identifying novel ways to subtype patients. In this study, a novel classification system, tumour microenvironment score (TMS), was devised based on Klintrup-Mäkinen grade (KMG), tumour stroma percentage (TSP), and tumour budding. TMS was performed using a haematoxylin and eosin (H&E)-stained section from retrospective CRC discovery and validation cohorts (n = 1,030, n = 787). TMS0 patients had high KMG, TMS1 were low for KMG, TSP, and budding, TMS2 were high for budding, or TSP and TMS3 were high for TSP and budding. Scores were assessed for association with survival and clinicopathological characteristics. Mutational landscaping and Templated Oligo-Sequencing (TempO-Seq) profiling were performed to establish differences in the underlying biology of TMS. TMS was independently prognostic in both cohorts (p < 0.001, p < 0.001), with TMS3 predictive of the shortest survival times. TMS3 was associated with adverse clinical features including sidedness, local and distant recurrence, higher T stage, higher N stage, and presence of margin involvement. Gene set enrichment analysis of TempO-Seq data showed higher expression of genes associated with hallmarks of cancer pathways including epithelial to mesenchymal transition (p < 0.001), IL2 STAT5 signalling (p = 0.007), and angiogenesis (p = 0.017) in TMS3. Additionally, enrichment of immunosuppressive immune signatures was associated with TMS3 classification. In conclusion, TMS represents a novel and clinically relevant method for subtyping CRC patients from a single H&E-stained tumour section.
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Affiliation(s)
- Phimmada Hatthakarnkul
- School of Cancer SciencesUniversity of GlasgowGlasgowUK
- Biomedical Science Program, Faculty of Medicine Siriraj HospitalMahidol UniversityBangkokThailand
| | | | - Peter Alexander
- School of Cancer SciencesUniversity of GlasgowGlasgowUK
- Academic Unit of SurgeryUniversity of GlasgowUK
| | | | | | | | - Jennifer Hay
- Glasgow Tissue Research FacilityQueen Elizabeth University HospitalGlasgowUK
| | - Ditte Andersen
- Bioclavis LtdQueen Elizabeth University HospitalGlasgowUK
| | - Noori Maka
- Department of PathologyQueen Elizabeth HospitalGlasgowUK
| | - James Park
- Department of SurgeryQueen Elizabeth University HospitalGlasgowUK
| | - Campbell Roxburgh
- School of Cancer SciencesUniversity of GlasgowGlasgowUK
- Academic Unit of SurgeryUniversity of GlasgowUK
| | - Chanitra Thuwajit
- Biomedical Science Program, Faculty of Medicine Siriraj HospitalMahidol UniversityBangkokThailand
| | - Donald McMillan
- School of Cancer SciencesUniversity of GlasgowGlasgowUK
- Academic Unit of SurgeryUniversity of GlasgowUK
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2
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Pennel K, Dutton L, Melissourgou-Syka L, Roxburgh C, Birch J, Edwards J. Novel radiation and targeted therapy combinations for improving rectal cancer outcomes. Expert Rev Mol Med 2024:1-26. [PMID: 38623751 DOI: 10.1017/erm.2024.15] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/17/2024]
Affiliation(s)
- Kathryn Pennel
- School of Cancer Sciences, Wolfson Wohl Cancer Research Centre, University of Glasgow, Glasgow, UK, G61 1BD
| | - Louise Dutton
- School of Cancer Sciences, Wolfson Wohl Cancer Research Centre, University of Glasgow, Glasgow, UK, G61 1BD
| | - Lydia Melissourgou-Syka
- School of Cancer Sciences, Wolfson Wohl Cancer Research Centre, University of Glasgow, Glasgow, UK, G61 1BD
- CRUK Scotland Institute, Glasgow, UK, G611BD
| | - Campbell Roxburgh
- School of Cancer Sciences, Wolfson Wohl Cancer Research Centre, University of Glasgow, Glasgow, UK, G61 1BD
- Academic Unit of Surgery, University of Glasgow, Glasgow Royal Infirmary, Glasgow, UK, G4 0SF
| | - Joanna Birch
- School of Cancer Sciences, Wolfson Wohl Cancer Research Centre, University of Glasgow, Glasgow, UK, G61 1BD
| | - Joanne Edwards
- School of Cancer Sciences, Wolfson Wohl Cancer Research Centre, University of Glasgow, Glasgow, UK, G61 1BD
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3
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Cong B, Stamou E, Pennel K, Mckenzie M, Matly A, Gopinath S, Edwards J, Cagan R. WNT Signalling Promotes NF-κB Activation and Drug Resistance in KRAS-Mutant Colorectal Cancer. bioRxiv 2023:2023.12.21.572810. [PMID: 38187607 PMCID: PMC10769410 DOI: 10.1101/2023.12.21.572810] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/09/2024]
Abstract
Approximately 40% of colorectal cancer (CRC) cases are characterized by KRAS mutations, rendering them insensitive to most CRC therapies. While the reasons for this resistance remain incompletely understood, one key aspect is genetic complexity: in CRC, oncogenic KRAS is most commonly paired with mutations that alter WNT and P53 activities ("RAP"). Here, we demonstrate that elevated WNT activity upregulates canonical (NF-κB) signalling in both Drosophila and human RAS mutant tumours. This upregulation required Toll-1 and Toll-9 and resulted in reduced efficacy of RAS pathway targeted drugs such as the MEK inhibitor trametinib. Inhibiting WNT activity pharmacologically significantly suppressed trametinib resistance in RAP tumours and more genetically complex RAP-containing 'patient avatar' models. WNT/MEK drug inhibitor combinations were further improved by targeting brm, shg, ago, rhoGAPp190 and upf1, highlighting these genes as candidate biomarkers for patients sensitive to this duel approach. These findings shed light on how genetic complexity impacts drug resistance and proposes a therapeutic strategy to reverse this resistance.
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Affiliation(s)
- Bojie Cong
- School of Cancer Sciences, University of Glasgow, Wolfson Wohl Cancer Research Centre; Garscube Estate, Switchback Road, Bearsden; Glasgow, Scotland G61 1QH UK
| | - Evangelia Stamou
- School of Cancer Sciences, University of Glasgow, Wolfson Wohl Cancer Research Centre; Garscube Estate, Switchback Road, Bearsden; Glasgow, Scotland G61 1QH UK
| | - Kathryn Pennel
- School of Cancer Sciences, University of Glasgow, Wolfson Wohl Cancer Research Centre; Garscube Estate, Switchback Road, Bearsden; Glasgow, Scotland G61 1QH UK
| | - Molly Mckenzie
- School of Cancer Sciences, University of Glasgow, Wolfson Wohl Cancer Research Centre; Garscube Estate, Switchback Road, Bearsden; Glasgow, Scotland G61 1QH UK
| | - Amna Matly
- School of Cancer Sciences, University of Glasgow, Wolfson Wohl Cancer Research Centre; Garscube Estate, Switchback Road, Bearsden; Glasgow, Scotland G61 1QH UK
| | - Sindhura Gopinath
- Department of Cell, Developmental and Regenerative Biology, Icahn School of Medicine at Mount Sinai, 25-82 Annenberg Building; Box 1020, One Gustave L. Levy Place, New York, NY 10029
| | - Joanne Edwards
- School of Cancer Sciences, University of Glasgow, Wolfson Wohl Cancer Research Centre; Garscube Estate, Switchback Road, Bearsden; Glasgow, Scotland G61 1QH UK
| | - Ross Cagan
- School of Cancer Sciences, University of Glasgow, Wolfson Wohl Cancer Research Centre; Garscube Estate, Switchback Road, Bearsden; Glasgow, Scotland G61 1QH UK
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4
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Beach C, MacLean D, Majorova D, Melemenidis S, Nambiar DK, Kim RK, Valbuena GN, Guglietta S, Krieg C, Darvish-Damavandi M, Suwa T, Easton A, Hillson LV, McCulloch AK, McMahon RK, Pennel K, Edwards J, O’Cathail SM, Roxburgh CS, Domingo E, Moon EJ, Jiang D, Jiang Y, Zhang Q, Koong AC, Woodruff TM, Graves EE, Maughan T, Buczacki SJ, Stucki M, Le QT, Leedham SJ, Giaccia AJ, Olcina MM. Improving radiotherapy in immunosuppressive microenvironments by targeting complement receptor C5aR1. J Clin Invest 2023; 133:e168277. [PMID: 37824211 PMCID: PMC10688992 DOI: 10.1172/jci168277] [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] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2023] [Accepted: 10/05/2023] [Indexed: 10/14/2023] Open
Abstract
An immunosuppressive microenvironment causes poor tumor T cell infiltration and is associated with reduced patient overall survival in colorectal cancer. How to improve treatment responses in these tumors is still a challenge. Using an integrated screening approach to identify cancer-specific vulnerabilities, we identified complement receptor C5aR1 as a druggable target, which when inhibited improved radiotherapy, even in tumors displaying immunosuppressive features and poor CD8+ T cell infiltration. While C5aR1 is well-known for its role in the immune compartment, we found that C5aR1 is also robustly expressed on malignant epithelial cells, highlighting potential tumor cell-specific functions. C5aR1 targeting resulted in increased NF-κB-dependent apoptosis specifically in tumors and not normal tissues, indicating that, in malignant cells, C5aR1 primarily regulated cell fate. Collectively, these data revealed that increased complement gene expression is part of the stress response mounted by irradiated tumors and that targeting C5aR1 could improve radiotherapy, even in tumors displaying immunosuppressive features.
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Affiliation(s)
- Callum Beach
- Department of Oncology, University of Oxford, Oxford, United Kingdom
| | - David MacLean
- Department of Oncology, University of Oxford, Oxford, United Kingdom
| | - Dominika Majorova
- Department of Oncology, University of Oxford, Oxford, United Kingdom
| | - Stavros Melemenidis
- Department of Radiation Oncology, Stanford University, Stanford, California, USA
| | - Dhanya K. Nambiar
- Department of Radiation Oncology, Stanford University, Stanford, California, USA
| | - Ryan K. Kim
- Department of Radiation Oncology, Stanford University, Stanford, California, USA
| | - Gabriel N. Valbuena
- Wellcome Centre for Human Genetics, University of Oxford, Oxford, United Kingdom
| | - Silvia Guglietta
- Department of Regenerative Medicine and Cell Biology
- Hollings Cancer Center, and
| | - Carsten Krieg
- Hollings Cancer Center, and
- Department of Pathology and Laboratory Medicine, Medical University of South Carolina, Charleston, South Carolina, USA
| | | | - Tatsuya Suwa
- Department of Oncology, University of Oxford, Oxford, United Kingdom
| | - Alistair Easton
- Department of Oncology, University of Oxford, Oxford, United Kingdom
| | - Lily V.S. Hillson
- School of Cancer Sciences, University of Glasgow, Glasgow, United Kingdom
| | | | - Ross K. McMahon
- School of Cancer Sciences, University of Glasgow, Glasgow, United Kingdom
| | - Kathryn Pennel
- School of Cancer Sciences, University of Glasgow, Glasgow, United Kingdom
| | - Joanne Edwards
- School of Cancer Sciences, University of Glasgow, Glasgow, United Kingdom
| | - Sean M. O’Cathail
- School of Cancer Sciences, University of Glasgow, Glasgow, United Kingdom
| | | | - Enric Domingo
- Department of Oncology, University of Oxford, Oxford, United Kingdom
| | - Eui Jung Moon
- Department of Oncology, University of Oxford, Oxford, United Kingdom
- Department of Radiation Oncology, Stanford University, Stanford, California, USA
| | - Dadi Jiang
- The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Yanyan Jiang
- Department of Oncology, University of Oxford, Oxford, United Kingdom
| | - Qingyang Zhang
- Department of Oncology, University of Oxford, Oxford, United Kingdom
| | - Albert C. Koong
- The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Trent M. Woodruff
- School of Biomedical Sciences, Faculty of Medicine, The University of Queensland, Brisbane, Queensland, Australia
| | - Edward E. Graves
- Department of Radiation Oncology, Stanford University, Stanford, California, USA
| | - Tim Maughan
- Department of Oncology, University of Oxford, Oxford, United Kingdom
| | - Simon J.A. Buczacki
- Nuffield Department of Surgical Sciences, University of Oxford, Oxford, United Kingdom
| | - Manuel Stucki
- Department of Gynecology, University of Zurich, Schlieren, Switzerland
| | - Quynh-Thu Le
- Department of Radiation Oncology, Stanford University, Stanford, California, USA
| | - Simon J. Leedham
- Wellcome Centre for Human Genetics, University of Oxford, Oxford, United Kingdom
| | - Amato J. Giaccia
- Department of Oncology, University of Oxford, Oxford, United Kingdom
- Department of Radiation Oncology, Stanford University, Stanford, California, USA
| | - Monica M. Olcina
- Department of Oncology, University of Oxford, Oxford, United Kingdom
- Department of Radiation Oncology, Stanford University, Stanford, California, USA
- Department of Gynecology, University of Zurich, Schlieren, Switzerland
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5
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Vande Voorde J, Steven RT, Najumudeen AK, Ford CA, Dexter A, Gonzalez-Fernandez A, Nikula CJ, Xiang Y, Ford L, Maneta Stavrakaki S, Gilroy K, Zeiger LB, Pennel K, Hatthakarnkul P, Elia EA, Nasif A, Murta T, Manoli E, Mason S, Gillespie M, Lannagan TRM, Vlahov N, Ridgway RA, Nixon C, Raven A, Mills M, Athineos D, Kanellos G, Nourse C, Gay DM, Hughes M, Burton A, Yan B, Sellers K, Wu V, De Ridder K, Shokry E, Huerta Uribe A, Clark W, Clark G, Kirschner K, Thienpont B, Li VSW, Maddocks ODK, Barry ST, Goodwin RJA, Kinross J, Edwards J, Yuneva MO, Sumpton D, Takats Z, Campbell AD, Bunch J, Sansom OJ. Metabolic profiling stratifies colorectal cancer and reveals adenosylhomocysteinase as a therapeutic target. Nat Metab 2023; 5:1303-1318. [PMID: 37580540 PMCID: PMC10447251 DOI: 10.1038/s42255-023-00857-0] [Citation(s) in RCA: 4] [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] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/24/2022] [Accepted: 07/06/2023] [Indexed: 08/16/2023]
Abstract
The genomic landscape of colorectal cancer (CRC) is shaped by inactivating mutations in tumour suppressors such as APC, and oncogenic mutations such as mutant KRAS. Here we used genetically engineered mouse models, and multimodal mass spectrometry-based metabolomics to study the impact of common genetic drivers of CRC on the metabolic landscape of the intestine. We show that untargeted metabolic profiling can be applied to stratify intestinal tissues according to underlying genetic alterations, and use mass spectrometry imaging to identify tumour, stromal and normal adjacent tissues. By identifying ions that drive variation between normal and transformed tissues, we found dysregulation of the methionine cycle to be a hallmark of APC-deficient CRC. Loss of Apc in the mouse intestine was found to be sufficient to drive expression of one of its enzymes, adenosylhomocysteinase (AHCY), which was also found to be transcriptionally upregulated in human CRC. Targeting of AHCY function impaired growth of APC-deficient organoids in vitro, and prevented the characteristic hyperproliferative/crypt progenitor phenotype driven by acute deletion of Apc in vivo, even in the context of mutant Kras. Finally, pharmacological inhibition of AHCY reduced intestinal tumour burden in ApcMin/+ mice indicating its potential as a metabolic drug target in CRC.
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Affiliation(s)
| | | | | | | | | | | | | | - Yuchen Xiang
- Department of Metabolism Digestion and Reproduction, Faculty of Medicine, Imperial College London, London, UK
| | - Lauren Ford
- Department of Metabolism Digestion and Reproduction, Faculty of Medicine, Imperial College London, London, UK
| | - Stefania Maneta Stavrakaki
- Department of Metabolism Digestion and Reproduction, Faculty of Medicine, Imperial College London, London, UK
| | | | - Lucas B Zeiger
- Cancer Research UK Beatson Institute, Glasgow, UK
- School of Cancer Sciences, University of Glasgow, Glasgow, UK
| | - Kathryn Pennel
- School of Cancer Sciences, University of Glasgow, Glasgow, UK
| | | | | | | | | | - Eftychios Manoli
- Department of Metabolism Digestion and Reproduction, Faculty of Medicine, Imperial College London, London, UK
| | - Sam Mason
- Department of Metabolism Digestion and Reproduction, Faculty of Medicine, Imperial College London, London, UK
| | - Michael Gillespie
- Cancer Research UK Beatson Institute, Glasgow, UK
- School of Cancer Sciences, University of Glasgow, Glasgow, UK
| | | | | | | | - Colin Nixon
- Cancer Research UK Beatson Institute, Glasgow, UK
| | | | - Megan Mills
- Cancer Research UK Beatson Institute, Glasgow, UK
| | | | | | - Craig Nourse
- School of Cancer Sciences, University of Glasgow, Glasgow, UK
| | - David M Gay
- Cancer Research UK Beatson Institute, Glasgow, UK
- School of Cancer Sciences, University of Glasgow, Glasgow, UK
- Københavns Universitet, BRIC, Copenhagen, Denmark
| | - Mark Hughes
- Cancer Research UK Beatson Institute, Glasgow, UK
| | - Amy Burton
- National Physical Laboratory, London, UK
| | - Bin Yan
- National Physical Laboratory, London, UK
| | - Katherine Sellers
- The Francis Crick Institute, London, UK
- Rheos Medicines, Cambridge, MA, USA
| | - Vincen Wu
- Department of Metabolism Digestion and Reproduction, Faculty of Medicine, Imperial College London, London, UK
| | - Kobe De Ridder
- Department of Human Genetics, University of Leuven, KU Leuven, Leuven, Belgium
| | - Engy Shokry
- Cancer Research UK Beatson Institute, Glasgow, UK
| | | | | | - Graeme Clark
- Cancer Research UK Beatson Institute, Glasgow, UK
| | | | - Bernard Thienpont
- Department of Human Genetics, University of Leuven, KU Leuven, Leuven, Belgium
| | | | | | - Simon T Barry
- Bioscience, Early Oncology, AstraZeneca, Cambridge, UK
| | - Richard J A Goodwin
- Imaging and Data Analytics, Clinical Pharmacology and Safety Sciences, R&D, AstraZeneca, Cambridge, UK
- Institute of Infection, Immunity and Inflammation, College of Medical, Veterinary and Life Sciences, University of Glasgow, Glasgow, UK
| | - James Kinross
- Department of Metabolism Digestion and Reproduction, Faculty of Medicine, Imperial College London, London, UK
| | - Joanne Edwards
- School of Cancer Sciences, University of Glasgow, Glasgow, UK
| | | | | | - Zoltan Takats
- Department of Metabolism Digestion and Reproduction, Faculty of Medicine, Imperial College London, London, UK
- Biological Mass Spectrometry, Rosalind Franklin Institute, Didcot, UK
| | | | - Josephine Bunch
- National Physical Laboratory, London, UK
- Department of Metabolism Digestion and Reproduction, Faculty of Medicine, Imperial College London, London, UK
- Biological Mass Spectrometry, Rosalind Franklin Institute, Didcot, UK
| | - Owen J Sansom
- Cancer Research UK Beatson Institute, Glasgow, UK.
- School of Cancer Sciences, University of Glasgow, Glasgow, UK.
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6
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Morrow E, Pennel K, Hatthakarnkul P, Leslie H, Mallon E, Andersen D, Jamieson N, McMillan D, Roseweir A, Edwards J. High expression of STAT3 within the tumour-associated stroma predicts poor outcome in breast cancer patients. Cancer Med 2023. [PMID: 37199043 DOI: 10.1002/cam4.6014] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2023] [Revised: 03/24/2023] [Accepted: 04/19/2023] [Indexed: 05/19/2023] Open
Abstract
INTRODUCTION Triple-negative breast cancer (TNBC) patients have the poorest clinical outcomes compared to other molecular subtypes of breast cancer. IL6/JAK/STAT3 signalling is upregulated in breast cancer; however, there is limited evidence for its role in TNBC. This study aimed to assess the expression of IL6/JAK/STAT3 in TNBC as a prognostic biomarker. METHODS Tissue microarrays consisting of breast cancer specimens from a retrospective cohort (n = 850) were stained for IL6R, JAK1, JAK2 and STAT3 via immunohistochemistry. Staining intensity was assessed by weighted histoscore and analysed for association with survival/clinical characteristics. In a subset of patients (n = 14) bulk transcriptional profiling was performed using TempO-Seq. Nanostring GeoMx® digital spatial profiling was utilised to establish the differential spatial gene expression in high STAT3 tumours. RESULTS In TNBC patients, high expression of stromal STAT3 was associated with reduced cancer-specific survival (HR = 2.202, 95% CI: 1.148-4.224, log rank p = 0.018). TNBC patients with high stromal STAT3 had reduced CD4+ T-cell infiltrates within the tumour (p = 0.001) and higher tumour budding (p = 0.003). Gene set enrichment analysis (GSEA) of bulk RNA sequencing showed high stromal STAT3 tumours were characterised by enrichment of IFNγ, upregulation of KRAS signalling and inflammatory signalling Hallmark pathways. GeoMx™ spatial profiling showed high stromal STAT3 samples. Pan cytokeratin (panCK)-negative regions were enriched for CD27 (p < 0.001), CD3 (p < 0.05) and CD8 (p < 0.001). In panCK-positive regions, high stromal STAT3 regions had higher expression of VEGFA (p < 0.05). CONCLUSION High expression of IL6/JAK/STAT3 proteins was associated with poor prognosis and characterised by distinct underlying biology in TNBC.
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Affiliation(s)
- Elizabeth Morrow
- School of Cancer Sciences, Wolfson Wohl Cancer Research Centre, University of Glasgow, Glasgow, UK
| | - Kathryn Pennel
- School of Cancer Sciences, Wolfson Wohl Cancer Research Centre, University of Glasgow, Glasgow, UK
| | - Phimmada Hatthakarnkul
- School of Cancer Sciences, Wolfson Wohl Cancer Research Centre, University of Glasgow, Glasgow, UK
- Biomedical Science Program, Faculty of Medicine Siriraj Hospital, University of Mahidol, Bangkok, Thailand
| | - Holly Leslie
- School of Cancer Sciences, Wolfson Wohl Cancer Research Centre, University of Glasgow, Glasgow, UK
| | - Elizabeth Mallon
- Department of Pathology, Queen Elizabeth University Hospital, Glasgow, UK
| | - Ditte Andersen
- BioClavis Ltd, Queen Elizabeth University Hospital, Glasgow, UK
| | - Nigel Jamieson
- School of Cancer Sciences, Wolfson Wohl Cancer Research Centre, University of Glasgow, Glasgow, UK
- Academic Unit of Surgery, Glasgow Royal Infirmary, Glasgow, UK
| | - Donald McMillan
- School of Cancer Sciences, Wolfson Wohl Cancer Research Centre, University of Glasgow, Glasgow, UK
- Academic Unit of Surgery, Glasgow Royal Infirmary, Glasgow, UK
| | - Antonia Roseweir
- School of Medicine, Wolfson Medical Building, University of Glasgow, Glasgow, UK
| | - Joanne Edwards
- School of Cancer Sciences, Wolfson Wohl Cancer Research Centre, University of Glasgow, Glasgow, UK
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7
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Knight JRP, Alexandrou C, Skalka GL, Vlahov N, Pennel K, Officer L, Teodosio A, Kanellos G, Gay DM, May-Wilson S, Smith EM, Najumudeen AK, Gilroy K, Ridgway RA, Flanagan DJ, Smith RCL, McDonald L, MacKay C, Cheasty A, McArthur K, Stanway E, Leach JD, Jackstadt R, Waldron JA, Campbell AD, Vlachogiannis G, Valeri N, Haigis KM, Sonenberg N, Proud CG, Jones NP, Swarbrick ME, McKinnon HJ, Faller WJ, Le Quesne J, Edwards J, Willis AE, Bushell M, Sansom OJ. MNK Inhibition Sensitizes KRAS-Mutant Colorectal Cancer to mTORC1 Inhibition by Reducing eIF4E Phosphorylation and c-MYC Expression. Cancer Discov 2021; 11:1228-1247. [PMID: 33328217 PMCID: PMC7611341 DOI: 10.1158/2159-8290.cd-20-0652] [Citation(s) in RCA: 36] [Impact Index Per Article: 12.0] [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: 05/12/2020] [Revised: 10/21/2020] [Accepted: 12/11/2020] [Indexed: 12/16/2022]
Abstract
KRAS-mutant colorectal cancers are resistant to therapeutics, presenting a significant problem for ∼40% of cases. Rapalogs, which inhibit mTORC1 and thus protein synthesis, are significantly less potent in KRAS-mutant colorectal cancer. Using Kras-mutant mouse models and mouse- and patient-derived organoids, we demonstrate that KRAS with G12D mutation fundamentally rewires translation to increase both bulk and mRNA-specific translation initiation. This occurs via the MNK/eIF4E pathway culminating in sustained expression of c-MYC. By genetic and small-molecule targeting of this pathway, we acutely sensitize KRASG12D models to rapamycin via suppression of c-MYC. We show that 45% of colorectal cancers have high signaling through mTORC1 and the MNKs, with this signature correlating with a 3.5-year shorter cancer-specific survival in a subset of patients. This work provides a c-MYC-dependent cotargeting strategy with remarkable potency in multiple Kras-mutant mouse models and metastatic human organoids and identifies a patient population that may benefit from its clinical application. SIGNIFICANCE: KRAS mutation and elevated c-MYC are widespread in many tumors but remain predominantly untargetable. We find that mutant KRAS modulates translation, culminating in increased expression of c-MYC. We describe an effective strategy targeting mTORC1 and MNK in KRAS-mutant mouse and human models, pathways that are also commonly co-upregulated in colorectal cancer.This article is highlighted in the In This Issue feature, p. 995.
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Affiliation(s)
| | | | - George L Skalka
- CRUK Beatson Institute, Glasgow, United Kingdom
- MRC Toxicology Unit, University of Cambridge, Cambridge, United Kingdom
| | | | - Kathryn Pennel
- Institute of Cancer Sciences, University of Glasgow, Glasgow, United Kingdom
| | - Leah Officer
- MRC Toxicology Unit, University of Cambridge, Cambridge, United Kingdom
| | - Ana Teodosio
- MRC Toxicology Unit, University of Cambridge, Cambridge, United Kingdom
| | | | - David M Gay
- CRUK Beatson Institute, Glasgow, United Kingdom
- Institute of Cancer Sciences, University of Glasgow, Glasgow, United Kingdom
| | | | | | | | | | | | | | - Rachael C L Smith
- CRUK Beatson Institute, Glasgow, United Kingdom
- Institute of Cancer Sciences, University of Glasgow, Glasgow, United Kingdom
| | - Laura McDonald
- Drug Discovery Unit, CRUK Beatson Institute, Glasgow, United Kingdom
| | - Craig MacKay
- Drug Discovery Unit, CRUK Beatson Institute, Glasgow, United Kingdom
| | - Anne Cheasty
- CRUK Therapeutic Discovery Laboratories, Jonas Webb Building, Babraham Research Campus, Cambridge, United Kingdom
| | - Kerri McArthur
- CRUK Therapeutic Discovery Laboratories, Jonas Webb Building, Babraham Research Campus, Cambridge, United Kingdom
| | - Emma Stanway
- CRUK Therapeutic Discovery Laboratories, Jonas Webb Building, Babraham Research Campus, Cambridge, United Kingdom
| | - Joshua D Leach
- CRUK Beatson Institute, Glasgow, United Kingdom
- Institute of Cancer Sciences, University of Glasgow, Glasgow, United Kingdom
| | | | | | | | - Georgios Vlachogiannis
- Division of Molecular Pathology, The Institute of Cancer Research, London, United Kingdom
| | - Nicola Valeri
- Division of Molecular Pathology, The Institute of Cancer Research, London, United Kingdom
- Department of Medicine, The Royal Marsden NHS Foundation Trust, London, United Kingdom
| | - Kevin M Haigis
- Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, Massachusetts
- Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts
- Department of Cell Biology, Harvard Medical School, Boston, Massachusetts
| | - Nahum Sonenberg
- Department of Biochemistry and Goodman Cancer Research Center, McGill University, Montreal, Quebec, Canada
| | - Christopher G Proud
- Lifelong Health, South Australian Health and Medical Research Institute, North Terrace, Adelaide, South Australia, Australia
- Department of Biological Sciences, University of Adelaide, Adelaide, South Australia, Australia
| | - Neil P Jones
- CRUK Therapeutic Discovery Laboratories, Jonas Webb Building, Babraham Research Campus, Cambridge, United Kingdom
| | - Martin E Swarbrick
- CRUK Therapeutic Discovery Laboratories, Jonas Webb Building, Babraham Research Campus, Cambridge, United Kingdom
| | | | | | - John Le Quesne
- MRC Toxicology Unit, University of Cambridge, Cambridge, United Kingdom
- Institute of Cancer Sciences, University of Glasgow, Glasgow, United Kingdom
- Leicester Cancer Research Centre, University of Leicester, Leicester, United Kingdom
- Glenfield Hospital, Leicester University Hospitals NHS Trust, Leicester, United Kingdom
| | - Joanne Edwards
- Institute of Cancer Sciences, University of Glasgow, Glasgow, United Kingdom
| | - Anne E Willis
- MRC Toxicology Unit, University of Cambridge, Cambridge, United Kingdom
| | - Martin Bushell
- CRUK Beatson Institute, Glasgow, United Kingdom
- Institute of Cancer Sciences, University of Glasgow, Glasgow, United Kingdom
| | - Owen J Sansom
- CRUK Beatson Institute, Glasgow, United Kingdom.
- Institute of Cancer Sciences, University of Glasgow, Glasgow, United Kingdom
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Al-Badran SS, Grant L, Campo MV, Inthagard J, Pennel K, Quinn J, Konanahalli P, Hayman L, Horgan PG, McMillan DC, Roxburgh CS, Roseweir A, Park JH, Edwards J. Relationship between immune checkpoint proteins, tumour microenvironment characteristics, and prognosis in primary operable colorectal cancer. J Pathol Clin Res 2020; 7:121-134. [PMID: 33338327 PMCID: PMC7869939 DOI: 10.1002/cjp2.193] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/01/2020] [Revised: 11/06/2020] [Accepted: 11/12/2020] [Indexed: 12/24/2022]
Abstract
The tumour microenvironment is an important factor for colorectal cancer prognosis, affecting the patient's immune response. Immune checkpoints, which regulate the immune functions of lymphocytes, may provide prognostic power. This study aimed to investigate the prognostic value of the immune checkpoints TIM‐3, LAG‐3 and PD‐1 in patients with stage I–III colorectal cancer. Immunohistochemistry was employed to detect TIM‐3, LAG‐3, PD‐1 and PD‐L1 in 773 patients with stage I–III colorectal cancer. Immune checkpoint protein expression was assessed in tumour cells using the weighted histoscore, and in immune cells within the stroma using point counting. Scores were analysed for associations with survival and clinical factors. High tumoural LAG‐3 (hazard ratio [HR] 1.45 95% confidence interval [CI] 1.00–2.09, p = 0.049) and PD‐1 (HR 1.34 95% CI 1.00–1.78, p = 0.047) associated with poor survival, whereas high TIM‐3 (HR 0.60 95% CI 0.42–0.84, p = 0.003), LAG‐3 (HR 0.58 95% CI 0.40–0.87, p = 0.006) and PD‐1 (HR 0.65 95% CI 0.49–0.86, p = 0.002) on immune cells within the stroma associated with improved survival, while PD‐L1 in the tumour (p = 0.487) or the immune cells within the stroma (p = 0.298) was not associated with survival. Furthermore, immune cell LAG‐3 was independently associated with survival (p = 0.017). Checkpoint expression scores on stromal immune cells were combined into a Combined Immune Checkpoint Stromal Score (CICSS), where CICSS 3 denoted all high, CICSS 2 denoted any two high, and CICSS 1 denoted other combinations. CICSS 3 was associated with improved patient survival (HR 0.57 95% CI 0.42–0.78, p = 0.001). The results suggest that individual and combined high expression of TIM‐3, LAG‐3, and PD‐1 on stromal immune cells are associated with better colorectal cancer prognosis, suggesting there is added value to investigating multiple immune checkpoints simultaneously.
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Affiliation(s)
- Sara Sf Al-Badran
- Unit of Experimental Therapeutics, Institute of Cancer Sciences, Wolfson-Wohl Cancer Research Centre, Glasgow, UK
| | - Lauren Grant
- Unit of Experimental Therapeutics, Institute of Cancer Sciences, Wolfson-Wohl Cancer Research Centre, Glasgow, UK
| | - Maejoy V Campo
- Unit of Experimental Therapeutics, Institute of Cancer Sciences, Wolfson-Wohl Cancer Research Centre, Glasgow, UK
| | - Jitwadee Inthagard
- Unit of Experimental Therapeutics, Institute of Cancer Sciences, Wolfson-Wohl Cancer Research Centre, Glasgow, UK
| | - Kathryn Pennel
- Unit of Experimental Therapeutics, Institute of Cancer Sciences, Wolfson-Wohl Cancer Research Centre, Glasgow, UK
| | - Jean Quinn
- Unit of Experimental Therapeutics, Institute of Cancer Sciences, Wolfson-Wohl Cancer Research Centre, Glasgow, UK
| | | | - Liam Hayman
- Unit of Experimental Therapeutics, Institute of Cancer Sciences, Wolfson-Wohl Cancer Research Centre, Glasgow, UK
| | - Paul G Horgan
- Academic Unit of Surgery, School of Medicine, University of Glasgow, Glasgow Royal Infirmary, Glasgow, UK
| | - Donald C McMillan
- Academic Unit of Surgery, School of Medicine, University of Glasgow, Glasgow Royal Infirmary, Glasgow, UK
| | - Campbell Sd Roxburgh
- Academic Unit of Surgery, School of Medicine, University of Glasgow, Glasgow Royal Infirmary, Glasgow, UK
| | - Antonia Roseweir
- Unit of Experimental Therapeutics, Institute of Cancer Sciences, Wolfson-Wohl Cancer Research Centre, Glasgow, UK
| | - James H Park
- Academic Unit of Surgery, School of Medicine, University of Glasgow, Glasgow Royal Infirmary, Glasgow, UK
| | - Joanne Edwards
- Unit of Experimental Therapeutics, Institute of Cancer Sciences, Wolfson-Wohl Cancer Research Centre, Glasgow, UK
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McFarlin BK, Venable AS, Henning AL, Sampson JNB, Pennel K, Vingren JL, Hill DW. Reduced inflammatory and muscle damage biomarkers following oral supplementation with bioavailable curcumin. BBA Clin 2016; 5:72-8. [PMID: 27051592 PMCID: PMC4802396 DOI: 10.1016/j.bbacli.2016.02.003] [Citation(s) in RCA: 89] [Impact Index Per Article: 11.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/20/2016] [Revised: 02/16/2016] [Accepted: 02/17/2016] [Indexed: 01/25/2023]
Abstract
Background Exercise-Induced Muscle Damage (EIMD) and delayed onset muscle soreness (DOMS) impact subsequent training sessions and activities of daily living (ADL) even in active individuals. In sedentary or diseased individuals, EIMD and DOMS may be even more pronounced and present even in the absence of structured exercise. Methods The purpose of this study was to determine the effects of oral curcumin supplementation (Longvida® 400 mg/days) on muscle & ADL soreness, creatine kinase (CK), and inflammatory cytokines (TNF-α, IL-6, IL-8, IL-10) following EMID (eccentric-only dual-leg press exercise). Subjects (N = 28) were randomly assigned to either curcumin (400 mg/day) or placebo (rice flour) and supplemented 2 days before to 4 days after EMID. Blood samples were collected prior to (PRE), and 1, 2, 3, and 4 days after EIMD to measure CK and inflammatory cytokines. Data were analyzed by ANOVA with P < 0.05. Results Curcumin supplementation resulted in significantly smaller increases in CK (− 48%), TNF-α (− 25%), and IL-8 (− 21%) following EIMD compared to placebo. We observed no significant differences in IL-6, IL-10, or quadriceps muscle soreness between conditions for this sample size. Conclusions Collectively, the findings demonstrated that consumption of curcumin reduced biological inflammation, but not quadriceps muscle soreness, during recovery after EIMD. The observed improvements in biological inflammation may translate to faster recovery and improved functional capacity during subsequent exercise sessions. General significance These findings support the use of oral curcumin supplementation to reduce the symptoms of EIMD. The next logical step is to evaluate further the efficacy of an inflammatory clinical disease model. Oral optimized curcumin supplementation reduced biological indices of muscle inflammation following exercise-induced muscle damage. Oral optimized curcumin supplementation did not significantly reduced subjective quadriceps muscle soreness for this sample size following exercise induced muscle damage. These findings support the use of oral, optimized curcumin supplementation to reduce the biological symptoms associated with exercise induced muscle damage. The next logical step is to evaluated oral, optimized curcumin supplementation in an inflammatory clinical disease model.
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Affiliation(s)
- Brian K McFarlin
- Applied Physiology Laboratory, University of North Texas, Denton, TX, United States; Department of Biological Sciences, University of North Texas, Denton, TX, United States
| | - Adam S Venable
- Applied Physiology Laboratory, University of North Texas, Denton, TX, United States; Department of Biological Sciences, University of North Texas, Denton, TX, United States
| | - Andrea L Henning
- Applied Physiology Laboratory, University of North Texas, Denton, TX, United States; Department of Biological Sciences, University of North Texas, Denton, TX, United States
| | - Jill N Best Sampson
- Applied Physiology Laboratory, University of North Texas, Denton, TX, United States; Department of Biological Sciences, University of North Texas, Denton, TX, United States
| | - Kathryn Pennel
- Applied Physiology Laboratory, University of North Texas, Denton, TX, United States
| | - Jakob L Vingren
- Applied Physiology Laboratory, University of North Texas, Denton, TX, United States; Department of Biological Sciences, University of North Texas, Denton, TX, United States
| | - David W Hill
- Applied Physiology Laboratory, University of North Texas, Denton, TX, United States
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