84 results on '"Leedham SJ"'
Search Results
2. Activation of innate-adaptive immune machinery by poly(I:C) exposes a therapeutic vulnerability to prevent relapse in stroma-rich colon cancer
- Author
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Corry, SM, McCorry, AMB, Lannagan, TRM, Leonard, NA, Fisher, NC, Byrne, RM, Tsantoulis, P, Cortes-Lavaud, X, Amirkhah, R, Redmond, KL, McCooey, AJ, Malla, SB, Rogan, E, Sakhnevych, S, Gillespie, MA, White, M, Richman, SD, Jackstadt, R-F, Campbell, AD, Maguire, S, S:CORT and ACRCelerate consortia, McDade, SS, Longley, DB, Loughrey, MB, Coleman, HG, Kerr, EM, Tejpar, S, Maughan, T, Leedham, SJ, Small, DM, Ryan, AE, Sansom, OJ, Lawler, M, and Dunne, PD
- Abstract
Objective Stroma-rich tumours represent a poor prognostic subtype in stage II/III colon cancer (CC), with high relapse rates and limited response to standard adjuvant chemotherapy. Design To address the lack of efficacious therapeutic options for patients with stroma-rich CC, we stratified our human tumour cohorts according to stromal content, enabling identification of the biology underpinning relapse and potential therapeutic vulnerabilities specifically within stroma-rich tumours that could be exploited clinically. Following human tumour-based discovery and independent clinical validation, we use a series of in vitro and stroma-rich in vivo models to test and validate the therapeutic potential of elevating the biology associated with reduced relapse in human tumours. Results By performing our analyses specifically within the stroma-rich/high-fibroblast (HiFi) subtype of CC, we identify and validate the clinical value of a HiFi-specific prognostic signature (HPS), which stratifies tumours based on STAT1-related signalling (High-HPS v Low-HPS=HR 0.093, CI 0.019 to 0.466). Using in silico, in vitro and in vivo models, we demonstrate that the HPS is associated with antigen processing and presentation within discrete immune lineages in stroma-rich CC, downstream of double-stranded RNA and viral response signalling. Treatment with the TLR3 agonist poly(I:C) elevated the HPS signalling and antigen processing phenotype across in vitro and in vivo models. In an in vivo model of stroma-rich CC, poly(I:C) treatment significantly increased systemic cytotoxic T cell activity (p
- Published
- 2022
3. A Pilot Study on Automatic Three-Dimensional Quantification of Barrett’s Esophagus for Risk Stratification and Therapy Monitoring
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Ali, S, Bailey, A, Ash, S, Haghighat, M, TGU Investigators, Leedham, SJ, Lu, X, East, JE, Rittscher, J, and Braden, B
- Abstract
Background & Aims Barrett’s epithelium measurement using widely accepted Prague C&M classification is highly operator dependent. We propose a novel methodology for measuring this risk score automatically. The method also enables quantification of the area of Barrett’s epithelium (BEA) and islands, which was not possible before. Furthermore, it allows 3-dimensional (3D) reconstruction of the esophageal surface, enabling interactive 3D visualization. We aimed to assess the accuracy of the proposed artificial intelligence system on both phantom and endoscopic patient data. Methods Using advanced deep learning, a depth estimator network is used to predict endoscope camera distance from the gastric folds. By segmenting BEA and gastroesophageal junction and projecting them to the estimated mm distances, we measure C&M scores including the BEA. The derived endoscopy artificial intelligence system was tested on a purpose-built 3D printed esophagus phantom with varying BEAs and on 194 high-definition videos from 131 patients with C&M values scored by expert endoscopists. Results Endoscopic phantom video data demonstrated a 97.2% accuracy with a marginal ± 0.9 mm average deviation for C&M and island measurements, while for BEA we achieved 98.4% accuracy with only ±0.4 cm2 average deviation compared with ground-truth. On patient data, the C&M measurements provided by our system concurred with expert scores with marginal overall relative error (mean difference) of 8% (3.6 mm) and 7% (2.8 mm) for C and M scores, respectively. Conclusions The proposed methodology automatically extracts Prague C&M scores with high accuracy. Quantification and 3D reconstruction of the entire Barrett’s area provides new opportunities for risk stratification and assessment of therapy response.
- Published
- 2021
4. Image-based consensus molecular subtype classification (imCMS) of colorectal cancer using deep learning
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Sirinukunwattana, K, Domingo-Villanueva, E, Richman, S, Blake, A, Verrill, C, Leedham, SJ, Wu, C-H, Maughan, T, Rittscher, J, and Koelzer, VH
- Abstract
Objective: Complex phenotypes captured on histological slides represent the biological processes at play in individual cancers but the link to underlying molecular classification has not been clarified or systematised. In colorectal cancer (CRC), histological grading is a poor predictor of disease progression, and consensus molecular subtypes (CMS) cannot be distinguished without gene expression profiling. We hypothesise that image analysis is a cost-effective tool to associate complex features of tissue organisation with molecular and outcome data and to resolve unclassifiable or heterogeneous cases. In this study, we present an image-based approach to predict CRC CMS from standard H&E sections using deep learning. Design: Training and evaluation of a neural network were performed using a total of n=1,206 tissue sections with comprehensive multi-omic data from three independent datasets (training on FOCUS trial, n=278 patients; test on rectal cancer biopsies, GRAMPIAN cohort, n=144 patients, and The Cancer Genome Atlas (TCGA), n=430 patients). Ground truth CMS calls were ascertained by matching random forest and single sample predictions from MSclassifier. Results: Image-based CMS (imCMS) accurately classified slides in unseen datasets from TCGA (n=431 slides, AUC=0.84) and rectal cancer biopsies (n=265 slides, AUC=0.85). imCMS spatially resolved intra-tumoural heterogeneity and provided secondary calls correlating with bioinformatic prediction from molecular data. imCMS classified samples previously unclassifiable by RNA expression profiling, reproduced the expected correlations with genomic and epigenetic alterations and showed similar prognostic associations as transcriptomic CMS. Conclusion: This study shows that a prediction of RNA expression classifiers can be made from H&E images, opening the door to simple, cheap and reliable biological stratification within routine workflows.
- Published
- 2020
5. Modelling of the expansion of normal human colonic crypts
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McDonald, SAC, Leedham, SJ, Greaves, LC, Oulcrif, D, Novelli, MR, Deheragoda, M, Turnbull, DM, Jankowski, JAZ, and Wright, NA
- Published
- 2016
6. Analysis of the clonal architecture of the human small intestinal epithelium establishes a common stem cell for all lineages and reveals a mechanism for the fixation and spread of mutations
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Gutierrez-Gonzalez, L, Deheragoda, M, Elia, G, Leedham, SJ, Shankar, A, Imber, C, Jankowski, JA, Turnbull, DM, Novelli, M, Wright, NA, and McDonald, SA
- Subjects
digestive, oral, and skin physiology ,digestive system ,digestive system diseases - Abstract
Little is known about the clonal structure or stem cell architecture of the human small intestinal crypt/villus unit, or how mutations spread and become fixed. Using mitochondrial DNA (mtDNA) mutations as a marker of clonal expansion of stem cell progeny, we aimed to provide answers to these questions. Enzyme histochemistry (for cytochrome c oxidase and succinate dehydrogenase) was performed on frozen sections of normal human duodenum. Laser-capture microdissected cells were taken from crypts/villi. The entire mitochondrial genome was amplified using a nested PCR protocol; sequencing identified mutations and immunohistochemistry demonstrated specific cell lineages. Cytochrome c oxidase-deficient small bowel crypts were observed within all sections: negative crypts contained the same clonal mutation and all differentiated epithelial lineages were present, indicating a common stem cell origin. Mixed crypts were also detected, confirming the existence of multiple stem cells. We observed crypts where Paneth cells were positive but the rest of the crypt was deficient. We have demonstrated patches of deficient crypts that shared a common mutation, suggesting that they have divided by fission. We have shown that all cells within a small intestinal crypt are derived from one common stem cell. Partially-mutated crypts revealed some novel features of Paneth cell biology, suggesting that either they are long-lived or a committed Paneth cell-specific long-lived progenitor was present. We have demonstrated that mutations are fixed in the small bowel by fission and this has important implications for adenoma development.
- Published
- 2016
7. Mapping clonality in individual glands from human Barrett's oesophagus
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Leedham, SJ, Macdonald, S, Poller, D, Harrison, R, Jankowski, J, and Wright, N
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- 2016
8. The clonal origin of human tumours: is familial adenomatous polyposis (FAP) different?
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Leedham, SJ, Maia, LC, Seiber, O, Preston, SL, McDonald, SAC, Tomlinson, IPA, Novelli, MR, and Wright, NA
- Published
- 2016
9. Non-steroidal anti-inflammatory drug-induced diaphragm disease: an uncommon cause of small bowel obstruction
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Coolsen, MME, primary, Leedham, SJ, additional, and Guy, RJ, additional
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- 2016
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10. Human tumour clonality assessment-flawed but necessary
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Leedham, SJ, primary and Wright, NA, additional
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- 2008
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11. The development of duodenal microadenomas in FAP patients: the human correlate of the Min mouse
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Preston, SL, primary, Leedham, SJ, additional, Oukrif, D, additional, Deheregoda, M, additional, Goodlad, RA, additional, Poulsom, R, additional, Alison, MR, additional, Wright, NA, additional, and Novelli, M, additional
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- 2007
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12. The development of duodenal microadenomas in FAP patients: the human correlate of the Min mouse.
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Preston, SL, Leedham, SJ, Oukrif, D, Deheregoda, M, Goodlad, RA, Poulsom, R, Alison, MR, Wright, NA, and Novelli, M
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- 2008
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13. Improving radiotherapy in immunosuppressive microenvironments by targeting complement receptor C5aR1.
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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, and Olcina MM
- Subjects
- Humans, Animals, Mice, Tumor Microenvironment immunology, Neoplasms radiotherapy, Neoplasms immunology, Neoplasms metabolism, Receptor, Anaphylatoxin C5a metabolism, Receptor, Anaphylatoxin C5a immunology, Receptor, Anaphylatoxin C5a genetics
- Published
- 2024
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14. Low coverage whole genome sequencing of low-grade dysplasia strongly predicts colorectal cancer risk in ulcerative colitis.
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Al Bakir I, Curtius K, Cresswell GD, Grant HE, Nasreddin N, Smith K, Nowinski S, Guo Q, Belnoue-Davis HL, Fisher J, Clarke T, Kimberley C, Mossner M, Dunne PD, Loughrey MB, Speight A, East JE, Wright NA, Rodriguez-Justo M, Jansen M, Moorghen M, Baker AM, Leedham SJ, Hart AL, and Graham TA
- Abstract
Patients with inflammatory bowel disease (IBD) are at increased risk of colorectal cancer (CRC), and this risk increases dramatically in those who develop low-grade dysplasia (LGD). However, there is currently no accurate way to risk-stratify patients with LGD, leading to both over- and under-treatment of cancer risk. Here we show that the burden of somatic copy number alterations (CNAs) within resected LGD lesions strongly predicts future cancer development. We performed a retrospective multi-centre validated case-control study of n=122 patients (40 progressors, 82 non-progressors, 270 LGD regions). Low coverage whole genome sequencing revealed CNA burden was significantly higher in progressors than non-progressors (p=2×10
-6 in discovery cohort) and was a very significant predictor of CRC risk in univariate analysis (odds ratio = 36; p=9×10-7 ), outperforming existing clinical risk factors such as lesion size, shape and focality. Optimal risk prediction was achieved with a multivariate model combining CNA burden with the known clinical risk factor of incomplete LGD resection. The measurement of CNAs in LGD lesions is a robust, low-cost and rapidly translatable predictor of CRC risk in IBD that can be used to direct management and so prevent CRC in high-risk individuals whilst sparing those at low-risk from unnecessary intervention., Competing Interests: Competing Interests The authors are in discussions about potential commercialisation and clinical translation of the findings described here. Professor Hart has served as consultant, advisory board member or speaker for AbbVie, Arena, Atlantic, Bristol-Myers Squibb, Celgene, Celltrion, Falk, Galapogos, Lilly, Janssen, MSD, Napp Pharmaceuticals, Pfizer, Pharmacosmos, Roche, Shire and Takeda. K Curtius has an investigator-led research grant from Phathom Pharmaceuticals.- Published
- 2024
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15. Stratification to Neoadjuvant Radiotherapy in Rectal Cancer by Regimen and Transcriptional Signatures.
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Mahmood U, Blake A, Rathee S, Samuel L, Murray G, Sebag-Montefiore D, Gollins S, West NP, Begum R, Bach SP, Richman SD, Quirke P, Redmond KL, Salto-Tellez M, Koelzer VH, Leedham SJ, Tomlinson I, Dunne PD, Buffa FM, Maughan TS, and Domingo E
- Subjects
- Humans, Male, Female, Middle Aged, Aged, Capecitabine therapeutic use, Capecitabine administration & dosage, Fluorouracil therapeutic use, Fluorouracil administration & dosage, Fluorouracil pharmacology, Gene Expression Profiling, Oxaliplatin therapeutic use, Oxaliplatin administration & dosage, Oxaliplatin pharmacology, Antineoplastic Combined Chemotherapy Protocols therapeutic use, Antineoplastic Combined Chemotherapy Protocols pharmacology, Gene Expression Regulation, Neoplastic drug effects, Rectal Neoplasms pathology, Rectal Neoplasms genetics, Rectal Neoplasms therapy, Rectal Neoplasms radiotherapy, Rectal Neoplasms mortality, Neoadjuvant Therapy, Transcriptome
- Abstract
Response to neoadjuvant radiotherapy (RT) in rectal cancer has been associated with immune and stromal features that are captured by transcriptional signatures. However, how such associations perform across different chemoradiotherapy regimens and within individual consensus molecular subtypes (CMS) and how they affect survival remain unclear. In this study, gene expression and clinical data of pretreatment biopsies from nine cohorts of primary rectal tumors were combined (N = 826). Exploratory analyses were done with transcriptomic signatures for the endpoint of pathologic complete response (pCR), considering treatment regimen or CMS subtype. Relevant findings were tested for overall survival and recurrence-free survival. Immune and stromal signatures were strongly associated with pCR and lack of pCR, respectively, in RT and capecitabine (Cap)/5-fluorouracil (5FU)-treated patients (N = 387), in which the radiosensitivity signature (RSS) showed the strongest association. Upon addition of oxaliplatin (Ox; N = 123), stromal signatures switched direction and showed higher chances to achieve pCR than without Ox (p for interaction 0.02). Among Cap/5FU patients, most signatures performed similarly across CMS subtypes, except cytotoxic lymphocytes that were associated with pCR in CMS1 and CMS4 cases compared with other CMS subtypes (p for interaction 0.04). The only variables associated with survival were pCR and RSS. Although the frequency of pCR across different chemoradiation regimens is relatively similar, our data suggest that response rates may differ depending on the biological landscape of rectal cancer. Response to neoadjuvant RT in stroma-rich tumors may potentially be improved by the addition of Ox. RSS in preoperative biopsies provides predictive information for response specifically to neoadjuvant RT with 5FU., Significance: Rectal cancers with stromal features may respond better to RT and 5FU/Cap with the addition of Ox. Within patients not treated with Ox, high levels of cytotoxic lymphocytes associate with response only in immune and stromal tumors. Our analyses provide biological insights about the outcome by different radiotherapy regimens in rectal cancer., (©2024 The Authors; Published by the American Association for Cancer Research.)
- Published
- 2024
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16. Molecular mechanism of BMP signal control by Twisted gastrulation.
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Malinauskas T, Moore G, Rudolf AF, Eggington H, Belnoue-Davis HL, El Omari K, Griffiths SC, Woolley RE, Duman R, Wagner A, Leedham SJ, Baldock C, Ashe HL, and Siebold C
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- Animals, Mice, Humans, Drosophila Proteins metabolism, Drosophila Proteins genetics, Drosophila Proteins chemistry, Glycoproteins metabolism, Glycoproteins genetics, Intercellular Signaling Peptides and Proteins metabolism, Intercellular Signaling Peptides and Proteins genetics, Binding Sites, Protein Domains, Protein Binding, Organoids metabolism, Organoids embryology, HEK293 Cells, Gastrulation genetics, Mutation, Crystallography, X-Ray, Drosophila melanogaster embryology, Drosophila melanogaster metabolism, Drosophila melanogaster genetics, Proteins, Bone Morphogenetic Proteins metabolism, Bone Morphogenetic Proteins genetics, Signal Transduction
- Abstract
Twisted gastrulation (TWSG1) is an evolutionarily conserved secreted glycoprotein which controls signaling by Bone Morphogenetic Proteins (BMPs). TWSG1 binds BMPs and their antagonist Chordin to control BMP signaling during embryonic development, kidney regeneration and cancer. We report crystal structures of TWSG1 alone and in complex with a BMP ligand, Growth Differentiation Factor 5. TWSG1 is composed of two distinct, disulfide-rich domains. The TWSG1 N-terminal domain occupies the BMP type 1 receptor binding site on BMPs, whereas the C-terminal domain binds to a Chordin family member. We show that TWSG1 inhibits BMP function in cellular signaling assays and mouse colon organoids. This inhibitory function is abolished in a TWSG1 mutant that cannot bind BMPs. The same mutation in the Drosophila TWSG1 ortholog Tsg fails to mediate BMP gradient formation required for dorsal-ventral axis patterning of the early embryo. Our studies reveal the evolutionarily conserved mechanism of BMP signaling inhibition by TWSG1., (© 2024. The Author(s).)
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- 2024
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17. Author Correction: Pathway level subtyping identifies a slow-cycling biological phenotype associated with poor clinical outcomes in colorectal cancer.
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Malla SB, Byrne RM, Lafarge MW, Corry SM, Fisher NC, Tsantoulis PK, Mills ML, Ridgway RA, Lannagan TRM, Najumudeen AK, Gilroy KL, Amirkhah R, Maguire SL, Mulholland EJ, Belnoue-Davis HL, Grassi E, Viviani M, Rogan E, Redmond KL, Sakhnevych S, McCooey AJ, Bull C, Hoey E, Sinevici N, Hall H, Ahmaderaghi B, Domingo E, Blake A, Richman SD, Isella C, Miller C, Bertotti A, Trusolino L, Loughrey MB, Kerr EM, Tejpar S, Maughan TS, Lawler M, Campbell AD, Leedham SJ, Koelzer VH, Sansom OJ, and Dunne PD
- Published
- 2024
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18. Pathway level subtyping identifies a slow-cycling biological phenotype associated with poor clinical outcomes in colorectal cancer.
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Malla SB, Byrne RM, Lafarge MW, Corry SM, Fisher NC, Tsantoulis PK, Mills ML, Ridgway RA, Lannagan TRM, Najumudeen AK, Gilroy KL, Amirkhah R, Maguire SL, Mulholland EJ, Belnoue-Davis HL, Grassi E, Viviani M, Rogan E, Redmond KL, Sakhnevych S, McCooey AJ, Bull C, Hoey E, Sinevici N, Hall H, Ahmaderaghi B, Domingo E, Blake A, Richman SD, Isella C, Miller C, Bertotti A, Trusolino L, Loughrey MB, Kerr EM, Tejpar S, Maughan TS, Lawler M, Campbell AD, Leedham SJ, Koelzer VH, Sansom OJ, and Dunne PD
- Subjects
- Humans, Prognosis, Cell Differentiation genetics, Phenotype, Biomarkers, Tumor genetics, Gene Expression Profiling, Colorectal Neoplasms pathology
- Abstract
Molecular stratification using gene-level transcriptional data has identified subtypes with distinctive genotypic and phenotypic traits, as exemplified by the consensus molecular subtypes (CMS) in colorectal cancer (CRC). Here, rather than gene-level data, we make use of gene ontology and biological activation state information for initial molecular class discovery. In doing so, we defined three pathway-derived subtypes (PDS) in CRC: PDS1 tumors, which are canonical/LGR5
+ stem-rich, highly proliferative and display good prognosis; PDS2 tumors, which are regenerative/ANXA1+ stem-rich, with elevated stromal and immune tumor microenvironmental lineages; and PDS3 tumors, which represent a previously overlooked slow-cycling subset of tumors within CMS2 with reduced stem populations and increased differentiated lineages, particularly enterocytes and enteroendocrine cells, yet display the worst prognosis in locally advanced disease. These PDS3 phenotypic traits are evident across numerous bulk and single-cell datasets, and demark a series of subtle biological states that are currently under-represented in pre-clinical models and are not identified using existing subtyping classifiers., (© 2024. The Author(s).)- Published
- 2024
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19. Poor Diagnostic Reproducibility in the Identification of Nonconventional Dysplasia in Colitis Impacts the Application of Histologic Stratification Tools.
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Nasreddin N, Jansen M, Loughrey MB, Wang LM, Koelzer VH, Rodriguez-Justo M, Novelli M, Fisher J, Brown MW, Al Bakir I, Hart AL, Dunne P, Graham TA, and Leedham SJ
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- Humans, Reproducibility of Results, Colonoscopy, Hyperplasia, Colitis complications, Inflammatory Bowel Diseases complications, Inflammatory Bowel Diseases diagnosis, Inflammatory Bowel Diseases pathology, Neoplasms, Colorectal Neoplasms pathology, Colitis, Ulcerative complications, Colitis, Ulcerative diagnosis, Colitis, Ulcerative pathology
- Abstract
Due to their increased cancer risk, patients with longstanding inflammatory bowel disease are offered endoscopic surveillance with concomitant histopathologic assessments, aimed at identifying dysplasia as a precursor lesion of colitis-associated colorectal cancer. However, this strategy is beset with difficulties and limitations. Recently, a novel classification criterion for colitis-associated low-grade dysplasia has been proposed, and an association between nonconventional dysplasia and progression was reported, suggesting the possibility of histology-based stratification of patients with colitis-associated lesions. Here, a cohort of colitis-associated lesions was assessed by a panel of 6 experienced pathologists to test the applicability of the published classification criteria and try and validate the association between nonconventional dysplasia and progression. While confirming the presence of different morphologic patterns of colitis-associated dysplasia, the study demonstrated difficulties concerning diagnostic reproducibility between pathologists and was unable to validate the association of nonconventional dysplasia with cancer progression. Our study highlights the overall difficulty of using histologic assessment of precursor lesions for cancer risk prediction in inflammatory bowel disease patients and suggests the need for a different diagnostic strategy that can objectively identify high-risk phenotypes., (Copyright © 2023 The Authors. Published by Elsevier Inc. All rights reserved.)
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- 2024
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20. Extended correlation functions for spatial analysis of multiplex imaging data.
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Bull JA, Mulholland EJ, Leedham SJ, and Byrne HM
- Abstract
Imaging platforms for generating highly multiplexed histological images are being continually developed and improved. Significant improvements have also been made in the accuracy of methods for automated cell segmentation and classification. However, less attention has focused on the quantification and analysis of the resulting point clouds, which describe the spatial coordinates of individual cells. We focus here on a particular spatial statistical method, the cross-pair correlation function (cross-PCF), which can identify positive and negative spatial correlation between cells across a range of length scales. However, limitations of the cross-PCF hinder its widespread application to multiplexed histology. For example, it can only consider relations between pairs of cells, and cells must be classified using discrete categorical labels (rather than labeling continuous labels such as stain intensity). In this paper, we present three extensions to the cross-PCF which address these limitations and permit more detailed analysis of multiplex images: topographical correlation maps can visualize local clustering and exclusion between cells; neighbourhood correlation functions can identify colocalization of two or more cell types; and weighted-PCFs describe spatial correlation between points with continuous (rather than discrete) labels. We apply the extended PCFs to synthetic and biological datasets in order to demonstrate the insight that they can generate., Competing Interests: The authors declare no competing interests exist., (© The Author(s) 2024.)
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- 2024
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21. Improving radiotherapy in immunosuppressive microenvironments by targeting complement receptor C5aR1.
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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, and Olcina MM
- Subjects
- Humans, Complement C5a genetics, Receptors, Complement genetics
- 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.
- Published
- 2023
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22. β-Catenin Drives Butyrophilin-like Molecule Loss and γδ T-cell Exclusion in Colon Cancer.
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Suzuki T, Kilbey A, Casa-Rodríguez N, Lawlor A, Georgakopoulou A, Hayman H, Yin Swe KL, Nordin A, Cantù C, Vantourout P, Ridgway RA, Byrne RM, Chen L, Verzi MP, Gay DM, Gil Vázquez E, Belnoue-Davis HL, Gilroy K, Køstner AH, Kersten C, Thuwajit C, Andersen DK, Wiesheu R, Jandke A, Blyth K, Roseweir AK, Leedham SJ, Dunne PD, Edwards J, Hayday A, Sansom OJ, and Coffelt SB
- Subjects
- Mice, Animals, Humans, beta Catenin genetics, beta Catenin metabolism, Butyrophilins genetics, Butyrophilins metabolism, Receptors, Antigen, T-Cell, gamma-delta genetics, Receptors, Antigen, T-Cell, gamma-delta metabolism, Tumor Microenvironment, Intraepithelial Lymphocytes metabolism, Colonic Neoplasms genetics
- Abstract
Intraepithelial lymphocytes (IEL) expressing γδ T-cell receptors (γδTCR) play key roles in elimination of colon cancer. However, the precise mechanisms by which progressing cancer cells evade immunosurveillance by these innate T cells are unknown. Here, we investigated how loss of the Apc tumor suppressor in gut tissue could enable nascent cancer cells to escape immunosurveillance by cytotoxic γδIELs. In contrast with healthy intestinal or colonic tissue, we found that γδIELs were largely absent from the microenvironment of both mouse and human tumors, and that butyrophilin-like (BTNL) molecules, which can critically regulate γδIEL through direct γδTCR interactions, were also downregulated in tumors. We then demonstrated that β-catenin activation through loss of Apc rapidly suppressed expression of the mRNA encoding the HNF4A and HNF4G transcription factors, preventing their binding to promoter regions of Btnl genes. Reexpression of BTNL1 and BTNL6 in cancer cells increased γδIEL survival and activation in coculture assays but failed to augment their cancer-killing ability in vitro or their recruitment to orthotopic tumors. However, inhibition of β-catenin signaling via genetic deletion of Bcl9/Bcl9L in either Apc-deficient or mutant β-catenin mouse models restored Hnf4a, Hnf4g, and Btnl gene expression and γδ T-cell infiltration into tumors. These observations highlight an immune-evasion mechanism specific to WNT-driven colon cancer cells that disrupts γδIEL immunosurveillance and furthers cancer progression., (©2023 The Authors; Published by the American Association for Cancer Research.)
- Published
- 2023
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23. Author Correction: Epithelial TGFβ engages growth-factor signalling to circumvent apoptosis and drive intestinal tumourigenesis with aggressive features.
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Flanagan DJ, Amirkhah R, Vincent DF, Gunduz N, Gentaz P, Cammareri P, McCooey AJ, McCorry AMB, Fisher NC, Davis HL, Ridgway RA, Lohuis J, Leach JDG, Jackstadt R, Gilroy K, Mariella E, Nixon C, Clark W, Hedley A, Markert EK, Strathdee D, Bartholin L, Redmond KL, Kerr EM, Longley DB, Ginty F, Cho S, Coleman HG, Loughrey MB, Bardelli A, Maughan TS, Campbell AD, Lawler M, Leedham SJ, Barry ST, Inman GJ, van Rheenen J, Dunne PD, and Sansom OJ
- Published
- 2023
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24. Epithelial TGFβ engages growth-factor signalling to circumvent apoptosis and drive intestinal tumourigenesis with aggressive features.
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Flanagan DJ, Amirkhah R, Vincent DF, Gunduz N, Gentaz P, Cammareri P, McCooey AJ, McCorry AMB, Fisher NC, Davis HL, Ridgway RA, Lohuis J, Leach JDG, Jackstadt R, Gilroy K, Mariella E, Nixon C, Clark W, Hedley A, Markert EK, Strathdee D, Bartholin L, Redmond KL, Kerr EM, Longley DB, Ginty F, Cho S, Coleman HG, Loughrey MB, Bardelli A, Maughan TS, Campbell AD, Lawler M, Leedham SJ, Barry ST, Inman GJ, van Rheenen J, Dunne PD, and Sansom OJ
- Subjects
- Humans, Transforming Growth Factor beta, Apoptosis genetics
- Abstract
The pro-tumourigenic role of epithelial TGFβ signalling in colorectal cancer (CRC) is controversial. Here, we identify a cohort of born to be bad early-stage (T1) colorectal tumours, with aggressive features and a propensity to disseminate early, that are characterised by high epithelial cell-intrinsic TGFβ signalling. In the presence of concurrent Apc and Kras mutations, activation of epithelial TGFβ signalling rampantly accelerates tumourigenesis and share transcriptional signatures with those of the born to be bad T1 human tumours and predicts recurrence in stage II CRC. Mechanistically, epithelial TGFβ signalling induces a growth-promoting EGFR-signalling module that synergises with mutant APC and KRAS to drive MAPK signalling that re-sensitise tumour cells to MEK and/or EGFR inhibitors. Together, we identify epithelial TGFβ signalling both as a determinant of early dissemination and a potential therapeutic vulnerability of CRC's with born to be bad traits., (© 2022. The Author(s).)
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- 2022
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25. Activation of innate-adaptive immune machinery by poly(I:C) exposes a therapeutic vulnerability to prevent relapse in stroma-rich colon cancer.
- Author
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Corry SM, McCorry AM, Lannagan TR, Leonard NA, Fisher NC, Byrne RM, Tsantoulis P, Cortes-Lavaud X, Amirkhah R, Redmond KL, McCooey AJ, Malla SB, Rogan E, Sakhnevych S, Gillespie MA, White M, Richman SD, Jackstadt RF, Campbell AD, Maguire S, McDade SS, Longley DB, Loughrey MB, Coleman HG, Kerr EM, Tejpar S, Maughan T, Leedham SJ, Small DM, Ryan AE, Sansom OJ, Lawler M, and Dunne PD
- Subjects
- Humans, Stromal Cells pathology, Neoplasm Recurrence, Local prevention & control, Neoplasm Recurrence, Local pathology, Prognosis, Biomarkers, Tumor genetics, Colonic Neoplasms pathology
- Abstract
Objective: Stroma-rich tumours represent a poor prognostic subtype in stage II/III colon cancer (CC), with high relapse rates and limited response to standard adjuvant chemotherapy., Design: To address the lack of efficacious therapeutic options for patients with stroma-rich CC, we stratified our human tumour cohorts according to stromal content, enabling identification of the biology underpinning relapse and potential therapeutic vulnerabilities specifically within stroma-rich tumours that could be exploited clinically. Following human tumour-based discovery and independent clinical validation, we use a series of in vitro and stroma-rich in vivo models to test and validate the therapeutic potential of elevating the biology associated with reduced relapse in human tumours., Results: By performing our analyses specifically within the stroma-rich/high-fibroblast (HiFi) subtype of CC, we identify and validate the clinical value of a HiFi-specific prognostic signature (HPS), which stratifies tumours based on STAT1-related signalling (High-HPS v Low-HPS=HR 0.093, CI 0.019 to 0.466). Using in silico, in vitro and in vivo models, we demonstrate that the HPS is associated with antigen processing and presentation within discrete immune lineages in stroma-rich CC, downstream of double-stranded RNA and viral response signalling. Treatment with the TLR3 agonist poly(I:C) elevated the HPS signalling and antigen processing phenotype across in vitro and in vivo models. In an in vivo model of stroma-rich CC, poly(I:C) treatment significantly increased systemic cytotoxic T cell activity (p<0.05) and reduced liver metastases (p<0.0002)., Conclusion: This study reveals new biological insight that offers a novel therapeutic option to reduce relapse rates in patients with the worst prognosis CC., Competing Interests: Competing interests: ML has received honoraria from Pfizer, EMF Serono and Roche for presentations unrelated to this work; ML has received an unrestricted educational grant from Pfizer for research unrelated to this work. PT has received honoraria and travel expenses from BMS, Merck, Roche, Lilly and Sanofi-Aventis for contributions that are not related to the present work. The authors declare no other potential conflicts of interest., (© Author(s) (or their employer(s)) 2022. Re-use permitted under CC BY. Published by BMJ.)
- Published
- 2022
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26. Dynamic and adaptive cancer stem cell population admixture in colorectal neoplasia.
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Gil Vazquez E, Nasreddin N, Valbuena GN, Mulholland EJ, Belnoue-Davis HL, Eggington HR, Schenck RO, Wouters VM, Wirapati P, Gilroy K, Lannagan TRM, Flanagan DJ, Najumudeen AK, Omwenga S, McCorry AMB, Easton A, Koelzer VH, East JE, Morton D, Trusolino L, Maughan T, Campbell AD, Loughrey MB, Dunne PD, Tsantoulis P, Huels DJ, Tejpar S, Sansom OJ, and Leedham SJ
- Published
- 2022
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27. Clinicopathological and molecular characteristics of RSPO fusion-positive colorectal cancer.
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Hashimoto T, Takayanagi D, Yonemaru J, Naka T, Nagashima K, Yatabe Y, Shida D, Hamamoto R, Kleeman SO, Leedham SJ, Maughan T, Takashima A, Shiraishi K, and Sekine S
- Subjects
- Female, Humans, Male, Gene Fusion, Mutation, Wnt Signaling Pathway genetics, Colorectal Neoplasms genetics, Colorectal Neoplasms pathology, Thrombospondins genetics, Thrombospondins metabolism
- Abstract
Background: RSPO fusions that lead to WNT pathway activation are potential therapeutic targets in colorectal cancer (CRC), but their clinicopathological significance remains unclear., Methods: We screened 1019 CRCs for RSPO fusions using multiplex reverse transcription-PCR. The RSPO fusion-positive tumours were subjected to whole-exome sequencing (WES)., Results: Our analysis identified 29 CRCs with RSPO fusions (2.8%), consisting of five with an EIF3E-RSPO2 fusion and 24 with PTPRK-RSPO3 fusions. The patients were 17 women and 12 men. Thirteen tumours (45%) were right-sided. Histologically, approximately half of the tumours (13/29, 45%) had a focal or extensive mucinous component that was significantly more frequent than the RSPO fusion-negative tumours (13%; P = 8.1 × 10
-7 ). Four tumours (14%) were mismatch repair-deficient. WES identified KRAS, BRAF, and NRAS mutations in a total of 27 tumours (93%). In contrast, pathogenic mutations in major WNT pathway genes, such as APC, CTNNB1 and RNF43, were absent. RSPO fusion status did not have a statistically significant influence on the overall or recurrence-free survival. These clinicopathological and genetic features were also confirmed in a pooled analysis of previous studies., Conclusion: RSPO fusion-positive CRCs constitute a rare subgroup of CRCs with several characteristic clinicopathological and genetic features., (© 2022. The Author(s), under exclusive licence to Springer Nature Limited.)- Published
- 2022
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28. Dynamic and adaptive cancer stem cell population admixture in colorectal neoplasia.
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Vasquez EG, Nasreddin N, Valbuena GN, Mulholland EJ, Belnoue-Davis HL, Eggington HR, Schenck RO, Wouters VM, Wirapati P, Gilroy K, Lannagan TRM, Flanagan DJ, Najumudeen AK, Omwenga S, McCorry AMB, Easton A, Koelzer VH, East JE, Morton D, Trusolino L, Maughan T, Campbell AD, Loughrey MB, Dunne PD, Tsantoulis P, Huels DJ, Tejpar S, Sansom OJ, and Leedham SJ
- Subjects
- Animals, Homeostasis physiology, Humans, Intestines, Mice, Neoplastic Stem Cells pathology, Receptors, G-Protein-Coupled metabolism, Colorectal Neoplasms pathology, Intestinal Mucosa metabolism
- Abstract
Intestinal homeostasis is underpinned by LGR5+ve crypt-base columnar stem cells (CBCs), but following injury, dedifferentiation results in the emergence of LGR5-ve regenerative stem cell populations (RSCs), characterized by fetal transcriptional profiles. Neoplasia hijacks regenerative signaling, so we assessed the distribution of CBCs and RSCs in mouse and human intestinal tumors. Using combined molecular-morphological analysis, we demonstrate variable expression of stem cell markers across a range of lesions. The degree of CBC-RSC admixture was associated with both epithelial mutation and microenvironmental signaling disruption and could be mapped across disease molecular subtypes. The CBC-RSC equilibrium was adaptive, with a dynamic response to acute selective pressure, and adaptability was associated with chemoresistance. We propose a fitness landscape model where individual tumors have equilibrated stem cell population distributions along a CBC-RSC phenotypic axis. Cellular plasticity is represented by position shift along this axis and is influenced by cell-intrinsic, extrinsic, and therapeutic selective pressures., Competing Interests: Declaration of interests S.J.L. has received grant income from UCB Pharma. V.H.K. has served as an invited speaker on behalf of Indica Labs. All other authors declare no competing interests., (Copyright © 2022 The Authors. Published by Elsevier Inc. All rights reserved.)
- Published
- 2022
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29. Fluctuating methylation clocks for cell lineage tracing at high temporal resolution in human tissues.
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Gabbutt C, Schenck RO, Weisenberger DJ, Kimberley C, Berner A, Househam J, Lakatos E, Robertson-Tessi M, Martin I, Patel R, Clark SK, Latchford A, Barnes CP, Leedham SJ, Anderson ARA, Graham TA, and Shibata D
- Subjects
- Adult, Cell Lineage genetics, Colon metabolism, CpG Islands genetics, Humans, Stem Cells, Adult Stem Cells, DNA Methylation genetics
- Abstract
Molecular clocks that record cell ancestry mutate too slowly to measure the short-timescale dynamics of cell renewal in adult tissues. Here, we show that fluctuating DNA methylation marks can be used as clocks in cells where ongoing methylation and demethylation cause repeated 'flip-flops' between methylated and unmethylated states. We identify endogenous fluctuating CpG (fCpG) sites using standard methylation arrays and develop a mathematical model to quantitatively measure human adult stem cell dynamics from these data. Small intestinal crypts were inferred to contain slightly more stem cells than the colon, with slower stem cell replacement in the small intestine. Germline APC mutation increased the number of replacements per crypt. In blood, we measured rapid expansion of acute leukemia and slower growth of chronic disease. Thus, the patterns of human somatic cell birth and death are measurable with fluctuating methylation clocks (FMCs)., (© 2022. The Author(s).)
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- 2022
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30. Germline variant testing in serrated polyposis syndrome.
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Murphy A, Solomons J, Risby P, Gabriel J, Bedenham T, Johnson M, Atkinson N, Bailey AA, Bird-Lieberman E, Leedham SJ, East JE, and Biswas S
- Subjects
- Adult, Aged, Genetic Testing, Germ Cells, Germ-Line Mutation, Humans, Middle Aged, Syndrome, Adenomatous Polyposis Coli genetics, Colorectal Neoplasms diagnosis, Colorectal Neoplasms, Hereditary Nonpolyposis genetics
- Abstract
Background and Aim: Serrated polyposis syndrome (SPS) is now known to be the commonest polyposis syndrome. Previous analyses for germline variants have shown no consistent positive findings. To exclude other polyposis syndromes, 2019 British Society of Gastroenterology (BSG) guidelines advise gene panel testing if the patient is under 50 years, there are multiple affected individuals within a family, or there is dysplasia within any of the polyps., Methods: A database of SPS patients was established at the Oxford University Hospitals NHS Foundation Trust. Patients were referred for genetic assessment based on personal and family history and patient preference. The majority were tested for a hereditary colorectal cancer panel including MUTYH, APC, PTEN, SMAD4, BMPR1A, STK11, NTLH1, POLD1, POLE, GREM1 (40-kb duplication), PMS2, and Lynch syndrome mismatch repair genes., Results: One hundred and seventy-three patients were diagnosed with SPS based on World Health Organization 2019 criteria between February 2010 and December 2020. The mean age of diagnosis was 54.2 ± 16.8 years. Seventy-three patients underwent genetic testing and 15/73 (20.5%) were found to have germline variants, of which 7/73 (9.6%) had a pathogenic variant (MUTYH n = 2, SMAD4 n = 1, CHEK2 n = 2, POLD1 n = 1, and RNF43 n = 1). Only 60% (9/15) of these patients would have been recommended for gene panel testing according to current BSG guidelines., Conclusions: A total of 20.5% of SPS patients tested were affected by heterozygous germline variants, including previously unreported associations with CHEK2 and POLD1. This led to a change in management in seven patients (9.6%). Current recommendations may miss SPS associated with germline variants, which is more common than previously anticipated., (© 2022 The Authors. Journal of Gastroenterology and Hepatology published by Journal of Gastroenterology and Hepatology Foundation and John Wiley & Sons Australia, Ltd.)
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- 2022
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31. The Origin and Contribution of Cancer-Associated Fibroblasts in Colorectal Carcinogenesis.
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Kobayashi H, Gieniec KA, Lannagan TRM, Wang T, Asai N, Mizutani Y, Iida T, Ando R, Thomas EM, Sakai A, Suzuki N, Ichinose M, Wright JA, Vrbanac L, Ng JQ, Goyne J, Radford G, Lawrence MJ, Sammour T, Hayakawa Y, Klebe S, Shin AE, Asfaha S, Bettington ML, Rieder F, Arpaia N, Danino T, Butler LM, Burt AD, Leedham SJ, Rustgi AK, Mukherjee S, Takahashi M, Wang TC, Enomoto A, Woods SL, and Worthley DL
- Subjects
- Actins genetics, Actins metabolism, Adult, Aged, Aged, 80 and over, Animals, CD146 Antigen genetics, CD146 Antigen metabolism, Carcinogenesis genetics, Carcinogenesis metabolism, Cell Differentiation, Cell Proliferation, Colorectal Neoplasms metabolism, Disease Models, Animal, Female, Humans, Intestinal Mucosa pathology, Ki-67 Antigen metabolism, Male, Mice, Mice, Transgenic, Middle Aged, Organoids pathology, Organoids physiology, Prognosis, Receptors, Leptin genetics, Receptors, Leptin metabolism, Sequence Analysis, RNA, Survival Rate, Tumor Microenvironment, Cancer-Associated Fibroblasts pathology, Cancer-Associated Fibroblasts physiology, Carcinogenesis pathology, Cell Lineage, Colorectal Neoplasms pathology, Mesenchymal Stem Cells physiology
- Abstract
Background & Aims: Cancer-associated fibroblasts (CAFs) play an important role in colorectal cancer (CRC) progression and predict poor prognosis in CRC patients. However, the cellular origins of CAFs remain unknown, making it challenging to therapeutically target these cells. Here, we aimed to identify the origins and contribution of colorectal CAFs associated with poor prognosis., Methods: To elucidate CAF origins, we used a colitis-associated CRC mouse model in 5 different fate-mapping mouse lines with 5-bromodeoxyuridine dosing. RNA sequencing of fluorescence-activated cell sorting-purified CRC CAFs was performed to identify a potential therapeutic target in CAFs. To examine the prognostic significance of the stromal target, CRC patient RNA sequencing data and tissue microarray were used. CRC organoids were injected into the colons of knockout mice to assess the mechanism by which the stromal gene contributes to colorectal tumorigenesis., Results: Our lineage-tracing studies revealed that in CRC, many ACTA2
+ CAFs emerge through proliferation from intestinal pericryptal leptin receptor (Lepr)+ cells. These Lepr-lineage CAFs, in turn, express melanoma cell adhesion molecule (MCAM), a CRC stroma-specific marker that we identified with the use of RNA sequencing. High MCAM expression induced by transforming growth factor β was inversely associated with patient survival in human CRC. In mice, stromal Mcam knockout attenuated orthotopically injected colorectal tumoroid growth and improved survival through decreased tumor-associated macrophage recruitment. Mechanistically, fibroblast MCAM interacted with interleukin-1 receptor 1 to augment nuclear factor κB-IL34/CCL8 signaling that promotes macrophage chemotaxis., Conclusions: In colorectal carcinogenesis, pericryptal Lepr-lineage cells proliferate to generate MCAM+ CAFs that shape the tumor-promoting immune microenvironment. Preventing the expansion/differentiation of Lepr-lineage CAFs or inhibiting MCAM activity could be effective therapeutic approaches for CRC., (Copyright © 2022 AGA Institute. All rights reserved.)- Published
- 2022
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32. Morphogen regulation of stem cell plasticity in intestinal regeneration and carcinogenesis.
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Eggington HR, Mulholland EJ, and Leedham SJ
- Subjects
- Adult, Carcinogenesis metabolism, Humans, Intestinal Mucosa, Intestines, Tumor Microenvironment, Cell Plasticity, Stem Cells
- Abstract
The intestinal epithelium is a tissue with high cell turnover, supported by adult intestinal stem cells. Intestinal homeostasis is underpinned by crypt basal columnar stem cells, marked by expression of the LGR5 gene. However, recent research has demonstrated considerable stem cell plasticity following injury, with dedifferentiation of a range of other intestinal cell populations, induced by a permissive microenvironment in the regenerating mucosa. The regulation of this profound adaptive cell reprogramming response is the subject of current research. There is a demonstrable contribution from disruption of key homeostatic signaling pathways such as wingless-related integration site and bone morphogenetic protein, and an emerging signaling hub role for the mechanoreceptor transducers Yes-associated protein 1/transcriptional coactivator with PDZ-binding motif, negatively regulated by the Hippo pathway. However, a number of outstanding questions remain, including a need to understand how tissues sense damage, and how pathways intersect to mediate dynamic changes in the stem cell population. Better understanding of these pathways, associated functional redundancies, and how they may be both enhanced for recovery of inflammatory diseases, and co-opted in neoplasia development, may have significant clinical implications, and could lead to development of more targeted molecular therapies which target individual stem or stem-like cell populations., (© 2021 The Authors. Developmental Dynamics published by Wiley Periodicals LLC on behalf of American Association for Anatomy.)
- Published
- 2022
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33. Stromal composition predicts recurrence of early rectal cancer after local excision.
- Author
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Jones HJS, Cunningham C, Askautrud HA, Danielsen HE, Kerr DJ, Domingo E, Maughan T, Leedham SJ, and Koelzer VH
- Subjects
- Aged, Cohort Studies, Female, Humans, Image Interpretation, Computer-Assisted methods, Male, Middle Aged, Neural Networks, Computer, Rectal Neoplasms surgery, Retrospective Studies, Neoplasm Recurrence, Local pathology, Rectal Neoplasms pathology, Stromal Cells pathology, Tumor Microenvironment
- Abstract
Aims: After local excision of early rectal cancer, definitive lymph node status is not available. An alternative means for accurate assessment of recurrence risk is required to determine the most appropriate subsequent management. Currently used measures are suboptimal. We assess three measures of tumour stromal content to determine their predictive value after local excision in a well-characterised cohort of rectal cancer patients without prior radiotherapy., Methods and Results: A total of 143 patients were included. Haematoxylin and eosin (H&E) sections were scanned for (i) deep neural network (DNN, a machine-learning algorithm) tumour segmentation into compartments including desmoplastic stroma and inflamed stroma; and (ii) digital assessment of tumour stromal fraction (TSR) and optical DNA ploidy analysis. 3' mRNA sequencing was performed to obtain gene expression data from which stromal and immune scores were calculated using the ESTIMATE method. Full results were available for 139 samples and compared with disease-free survival. All three methods were prognostic. Most strongly predictive was a DNN-determined ratio of desmoplastic to inflamed stroma >5.41 (P < 0.0001). A ratio of ESTIMATE stromal to immune score <1.19 was also predictive of disease-free survival (P = 0.00051), as was stromal fraction >36.5% (P = 0.037)., Conclusions: The DNN-determined ratio of desmoplastic to inflamed ratio is a novel and powerful predictor of disease recurrence in locally excised early rectal cancer. It can be assessed on a single H&E section, so could be applied in routine clinical practice to improve the prognostic information available to patients and clinicians to inform the decision concerning further management., (© 2021 The Authors. Histopathology published by John Wiley & Sons Ltd.)
- Published
- 2021
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34. A Pilot Study on Automatic Three-Dimensional Quantification of Barrett's Esophagus for Risk Stratification and Therapy Monitoring.
- Author
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Ali S, Bailey A, Ash S, Haghighat M, Leedham SJ, Lu X, East JE, Rittscher J, and Braden B
- Subjects
- Aged, Automation, Barrett Esophagus classification, Barrett Esophagus therapy, Disease Progression, Female, Humans, Male, Pilot Projects, Predictive Value of Tests, Reproducibility of Results, Risk Assessment, Risk Factors, Severity of Illness Index, Treatment Outcome, Barrett Esophagus pathology, Deep Learning, Esophageal Mucosa pathology, Esophagogastric Junction pathology, Esophagoscopy, Image Interpretation, Computer-Assisted, Imaging, Three-Dimensional
- Abstract
Background & Aims: Barrett's epithelium measurement using widely accepted Prague C&M classification is highly operator dependent. We propose a novel methodology for measuring this risk score automatically. The method also enables quantification of the area of Barrett's epithelium (BEA) and islands, which was not possible before. Furthermore, it allows 3-dimensional (3D) reconstruction of the esophageal surface, enabling interactive 3D visualization. We aimed to assess the accuracy of the proposed artificial intelligence system on both phantom and endoscopic patient data., Methods: Using advanced deep learning, a depth estimator network is used to predict endoscope camera distance from the gastric folds. By segmenting BEA and gastroesophageal junction and projecting them to the estimated mm distances, we measure C&M scores including the BEA. The derived endoscopy artificial intelligence system was tested on a purpose-built 3D printed esophagus phantom with varying BEAs and on 194 high-definition videos from 131 patients with C&M values scored by expert endoscopists., Results: Endoscopic phantom video data demonstrated a 97.2% accuracy with a marginal ± 0.9 mm average deviation for C&M and island measurements, while for BEA we achieved 98.4% accuracy with only ±0.4 cm
2 average deviation compared with ground-truth. On patient data, the C&M measurements provided by our system concurred with expert scores with marginal overall relative error (mean difference) of 8% (3.6 mm) and 7% (2.8 mm) for C and M scores, respectively., Conclusions: The proposed methodology automatically extracts Prague C&M scores with high accuracy. Quantification and 3D reconstruction of the entire Barrett's area provides new opportunities for risk stratification and assessment of therapy response., (Copyright © 2021 The Authors. Published by Elsevier Inc. All rights reserved.)- Published
- 2021
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35. Bone Morphogenetic Protein Pathway Antagonism by Grem1 Regulates Epithelial Cell Fate in Intestinal Regeneration.
- Author
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Koppens MAJ, Davis H, Valbuena GN, Mulholland EJ, Nasreddin N, Colombe M, Antanaviciute A, Biswas S, Friedrich M, Lee L, Wang LM, Koelzer VH, East JE, Simmons A, Winton DJ, and Leedham SJ
- Subjects
- Animals, Autocrine Communication, Bone Morphogenetic Protein 4 genetics, Cell Differentiation, Cell Proliferation, Colitis genetics, Colitis pathology, Colon pathology, Epithelial Cells pathology, Female, Humans, Intercellular Signaling Peptides and Proteins genetics, Intestinal Mucosa pathology, Intestine, Small pathology, Male, Mice, Inbred C57BL, Mice, Knockout, Radiation Injuries, Experimental genetics, Radiation Injuries, Experimental pathology, Re-Epithelialization, Signal Transduction, Mice, Bone Morphogenetic Protein 4 metabolism, Colitis metabolism, Colon metabolism, Epithelial Cells metabolism, Intercellular Signaling Peptides and Proteins metabolism, Intestinal Mucosa metabolism, Intestine, Small metabolism, Radiation Injuries, Experimental metabolism, Regeneration
- Abstract
Background & Aims: In homeostasis, intestinal cell fate is controlled by balanced gradients of morphogen signaling. The bone morphogenetic protein (BMP) pathway has a physiological, prodifferentiation role, predominantly inferred through previous experimental pathway inactivation. Intestinal regeneration is underpinned by dedifferentiation and cell plasticity, but the signaling pathways that regulate this adaptive reprogramming are not well understood. We assessed the BMP signaling landscape and investigated the impact and therapeutic potential of pathway manipulation in homeostasis and regeneration., Methods: A novel mouse model was generated to assess the effect of the autocrine Bmp4 ligand on individual secretory cell fate. We spatiotemporally mapped BMP signaling in mouse and human regenerating intestine. Transgenic models were used to explore the functional impact of pathway manipulation on stem cell fate and intestinal regeneration., Results: In homeostasis, ligand exposure reduced proliferation, expedited terminal differentiation, abrogated secretory cell survival, and prevented dedifferentiation. After ulceration, physiological attenuation of BMP signaling arose through upregulation of the secreted antagonist Grem1 from topographically distinct populations of fibroblasts. Concomitant expression supported functional compensation after Grem1 deletion from tissue-resident cells. BMP pathway manipulation showed that antagonist-mediated BMP attenuation was obligatory but functionally submaximal, because regeneration was impaired or enhanced by epithelial overexpression of Bmp4 or Grem1, respectively. Mechanistically, Bmp4 abrogated regenerative stem cell reprogramming despite a convergent impact of YAP/TAZ on cell fate in remodeled wounds., Conclusions: BMP signaling prevents epithelial dedifferentiation, and pathway attenuation through stromal Grem1 upregulation was required for adaptive reprogramming in intestinal regeneration. This intercompartmental antagonism was functionally submaximal, raising the possibility of therapeutic pathway manipulation in inflammatory bowel disease., (Copyright © 2021 AGA Institute. Published by Elsevier Inc. All rights reserved.)
- Published
- 2021
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36. Oncogenic BRAF, unrestrained by TGFβ-receptor signalling, drives right-sided colonic tumorigenesis.
- Author
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Leach JDG, Vlahov N, Tsantoulis P, Ridgway RA, Flanagan DJ, Gilroy K, Sphyris N, Vázquez EG, Vincent DF, Faller WJ, Hodder MC, Raven A, Fey S, Najumudeen AK, Strathdee D, Nixon C, Hughes M, Clark W, Shaw R, van Hooff SR, Huels DJ, Medema JP, Barry ST, Frame MC, Unciti-Broceta A, Leedham SJ, Inman GJ, Jackstadt R, Thompson BJ, Campbell AD, Tejpar S, and Sansom OJ
- Subjects
- Adaptor Proteins, Signal Transducing metabolism, Animals, Carcinogenesis pathology, Cell Differentiation, Cell Survival, Colon pathology, Colonic Neoplasms genetics, Epithelial Cells metabolism, Fetus pathology, Inflammation pathology, Kaplan-Meier Estimate, MAP Kinase Signaling System, Mice, Inbred C57BL, Mutation, Prognosis, Proto-Oncogene Proteins B-raf genetics, Receptor, Transforming Growth Factor-beta Type I metabolism, Spheroids, Cellular metabolism, Spheroids, Cellular pathology, Transcription Factors metabolism, Transforming Growth Factor beta metabolism, Wnt Proteins metabolism, Wnt Signaling Pathway, YAP-Signaling Proteins, Mice, Carcinogenesis metabolism, Colonic Neoplasms metabolism, Proto-Oncogene Proteins B-raf metabolism, Receptors, Transforming Growth Factor beta metabolism, Signal Transduction
- Abstract
Right-sided (proximal) colorectal cancer (CRC) has a poor prognosis and a distinct mutational profile, characterized by oncogenic BRAF mutations and aberrations in mismatch repair and TGFβ signalling. Here, we describe a mouse model of right-sided colon cancer driven by oncogenic BRAF and loss of epithelial TGFβ-receptor signalling. The proximal colonic tumours that develop in this model exhibit a foetal-like progenitor phenotype (Ly6a/Sca1
+ ) and, importantly, lack expression of Lgr5 and its associated intestinal stem cell signature. These features are recapitulated in human BRAF-mutant, right-sided CRCs and represent fundamental differences between left- and right-sided disease. Microbial-driven inflammation supports the initiation and progression of these tumours with foetal-like characteristics, consistent with their predilection for the microbe-rich right colon and their antibiotic sensitivity. While MAPK-pathway activating mutations drive this foetal-like signature via ERK-dependent activation of the transcriptional coactivator YAP, the same foetal-like transcriptional programs are also initiated by inflammation in a MAPK-independent manner. Importantly, in both contexts, epithelial TGFβ-receptor signalling is instrumental in suppressing the tumorigenic potential of these foetal-like progenitor cells.- Published
- 2021
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37. NOTUM from Apc-mutant cells biases clonal competition to initiate cancer.
- Author
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Flanagan DJ, Pentinmikko N, Luopajärvi K, Willis NJ, Gilroy K, Raven AP, Mcgarry L, Englund JI, Webb AT, Scharaw S, Nasreddin N, Hodder MC, Ridgway RA, Minnee E, Sphyris N, Gilchrist E, Najumudeen AK, Romagnolo B, Perret C, Williams AC, Clevers H, Nummela P, Lähde M, Alitalo K, Hietakangas V, Hedley A, Clark W, Nixon C, Kirschner K, Jones EY, Ristimäki A, Leedham SJ, Fish PV, Vincent JP, Katajisto P, and Sansom OJ
- Subjects
- Adenoma genetics, Adenoma pathology, Adenomatous Polyposis Coli Protein genetics, Animals, Cell Differentiation, Cell Proliferation, Culture Media, Conditioned, Disease Progression, Esterases antagonists & inhibitors, Esterases genetics, Female, Humans, Ligands, Male, Mice, Mice, Inbred C57BL, Organoids cytology, Organoids metabolism, Organoids pathology, Stem Cells cytology, Stem Cells metabolism, Wnt Proteins metabolism, Wnt Signaling Pathway, Cell Competition genetics, Cell Transformation, Neoplastic genetics, Colorectal Neoplasms genetics, Colorectal Neoplasms pathology, Esterases metabolism, Genes, APC, Mutation
- Abstract
The tumour suppressor APC is the most commonly mutated gene in colorectal cancer. Loss of Apc in intestinal stem cells drives the formation of adenomas in mice via increased WNT signalling
1 , but reduced secretion of WNT ligands increases the ability of Apc-mutant intestinal stem cells to colonize a crypt (known as fixation)2 . Here we investigated how Apc-mutant cells gain a clonal advantage over wild-type counterparts to achieve fixation. We found that Apc-mutant cells are enriched for transcripts that encode several secreted WNT antagonists, with Notum being the most highly expressed. Conditioned medium from Apc-mutant cells suppressed the growth of wild-type organoids in a NOTUM-dependent manner. Furthermore, NOTUM-secreting Apc-mutant clones actively inhibited the proliferation of surrounding wild-type crypt cells and drove their differentiation, thereby outcompeting crypt cells from the niche. Genetic or pharmacological inhibition of NOTUM abrogated the ability of Apc-mutant cells to expand and form intestinal adenomas. We identify NOTUM as a key mediator during the early stages of mutation fixation that can be targeted to restore wild-type cell competitiveness and provide preventative strategies for people at a high risk of developing colorectal cancer.- Published
- 2021
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38. The Balance of Stromal BMP Signaling Mediated by GREM1 and ISLR Drives Colorectal Carcinogenesis.
- Author
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Kobayashi H, Gieniec KA, Wright JA, Wang T, Asai N, Mizutani Y, Lida T, Ando R, Suzuki N, Lannagan TRM, Ng JQ, Hara A, Shiraki Y, Mii S, Ichinose M, Vrbanac L, Lawrence MJ, Sammour T, Uehara K, Davies G, Lisowski L, Alexander IE, Hayakawa Y, Butler LM, Zannettino ACW, Din MO, Hasty J, Burt AD, Leedham SJ, Rustgi AK, Mukherjee S, Wang TC, Enomoto A, Takahashi M, Worthley DL, and Woods SL
- Subjects
- Adult, Aged, Aged, 80 and over, Animals, Cancer-Associated Fibroblasts metabolism, Carcinogenesis pathology, Cell Differentiation, Cell Line, Tumor, Colorectal Neoplasms mortality, Disease Progression, Female, Hepatocytes metabolism, Humans, Immunoglobulins genetics, Kaplan-Meier Estimate, Male, Mice, Middle Aged, Prognosis, Signal Transduction, Tumor Microenvironment, Up-Regulation, Xenograft Model Antitumor Assays, Bone Morphogenetic Proteins metabolism, Colorectal Neoplasms pathology, Immunoglobulins metabolism, Intercellular Signaling Peptides and Proteins metabolism, Liver Neoplasms secondary
- Abstract
Background & Aims: Cancer-associated fibroblasts (CAFs), key constituents of the tumor microenvironment, either promote or restrain tumor growth. Attempts to therapeutically target CAFs have been hampered by our incomplete understanding of these functionally heterogeneous cells. Key growth factors in the intestinal epithelial niche, bone morphogenetic proteins (BMPs), also play a critical role in colorectal cancer (CRC) progression. However, the crucial proteins regulating stromal BMP balance and the potential application of BMP signaling to manage CRC remain largely unexplored., Methods: Using human CRC RNA expression data, we identified CAF-specific factors involved in BMP signaling, then verified and characterized their expression in the CRC stroma by in situ hybridization. CRC tumoroids and a mouse model of CRC hepatic metastasis were used to test approaches to modify BMP signaling and treat CRC., Results: We identified Grem1 and Islr as CAF-specific genes involved in BMP signaling. Functionally, GREM1 and ISLR acted to inhibit and promote BMP signaling, respectively. Grem1 and Islr marked distinct fibroblast subpopulations and were differentially regulated by transforming growth factor β and FOXL1, providing an underlying mechanism to explain fibroblast biological dichotomy. In patients with CRC, high GREM1 and ISLR expression levels were associated with poor and favorable survival, respectively. A GREM1-neutralizing antibody or fibroblast Islr overexpression reduced CRC tumoroid growth and promoted Lgr5
+ intestinal stem cell differentiation. Finally, adeno-associated virus 8 (AAV8)-mediated delivery of Islr to hepatocytes increased BMP signaling and improved survival in our mouse model of hepatic metastasis., Conclusions: Stromal BMP signaling predicts and modifies CRC progression and survival, and it can be therapeutically targeted by novel AAV-directed gene delivery to the liver., (Copyright © 2021 AGA Institute. All rights reserved.)- Published
- 2021
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39. Image-based consensus molecular subtype (imCMS) classification of colorectal cancer using deep learning.
- Author
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Sirinukunwattana K, Domingo E, Richman SD, Redmond KL, Blake A, Verrill C, Leedham SJ, Chatzipli A, Hardy C, Whalley CM, Wu CH, Beggs AD, McDermott U, Dunne PD, Meade A, Walker SM, Murray GI, Samuel L, Seymour M, Tomlinson I, Quirke P, Maughan T, Rittscher J, and Koelzer VH
- Subjects
- Biomarkers, Tumor genetics, Biopsy, Consensus, Datasets as Topic, Disease Progression, Gene Expression Profiling, Humans, Neoplasm Grading, Phenotype, Predictive Value of Tests, Prognosis, Colorectal Neoplasms genetics, Colorectal Neoplasms pathology, Deep Learning, Gene Expression Regulation, Neoplastic genetics, RNA genetics
- Abstract
Objective: Complex phenotypes captured on histological slides represent the biological processes at play in individual cancers, but the link to underlying molecular classification has not been clarified or systematised. In colorectal cancer (CRC), histological grading is a poor predictor of disease progression, and consensus molecular subtypes (CMSs) cannot be distinguished without gene expression profiling. We hypothesise that image analysis is a cost-effective tool to associate complex features of tissue organisation with molecular and outcome data and to resolve unclassifiable or heterogeneous cases. In this study, we present an image-based approach to predict CRC CMS from standard H&E sections using deep learning., Design: Training and evaluation of a neural network were performed using a total of n=1206 tissue sections with comprehensive multi-omic data from three independent datasets (training on FOCUS trial, n=278 patients; test on rectal cancer biopsies, GRAMPIAN cohort, n=144 patients; and The Cancer Genome Atlas (TCGA), n=430 patients). Ground truth CMS calls were ascertained by matching random forest and single sample predictions from CMS classifier., Results: Image-based CMS (imCMS) accurately classified slides in unseen datasets from TCGA (n=431 slides, AUC)=0.84) and rectal cancer biopsies (n=265 slides, AUC=0.85). imCMS spatially resolved intratumoural heterogeneity and provided secondary calls correlating with bioinformatic prediction from molecular data. imCMS classified samples previously unclassifiable by RNA expression profiling, reproduced the expected correlations with genomic and epigenetic alterations and showed similar prognostic associations as transcriptomic CMS., Conclusion: This study shows that a prediction of RNA expression classifiers can be made from H&E images, opening the door to simple, cheap and reliable biological stratification within routine workflows., Competing Interests: Competing interests: KS and JR are co-founders of University of Oxford spinout Ground Truth Labs, (© Author(s) (or their employer(s)) 2021. Re-use permitted under CC BY. Published by BMJ.)
- Published
- 2021
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40. Advances in colon cancer research: in vitro and animal models.
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Lannagan TR, Jackstadt R, Leedham SJ, and Sansom OJ
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- Animals, Colonic Neoplasms pathology, Colonic Neoplasms therapy, Disease Models, Animal, Humans, Colonic Neoplasms genetics, Organoids, Stem Cells, Tumor Microenvironment genetics
- Abstract
Modelling human colon cancer has long been the ambition of researchers and oncologists with the aim to better replicate disease progression and treatment response. Advances in our understanding of genetics, stem cell biology, tumour microenvironment and immunology have prepared the groundwork for recent major advances. In the last two years the field has seen the progression of: using patient derived organoids (alone and in co-culture) as predictors of treatment response; molecular stratification of tumours that predict outcome and treatment response; mouse models of metastatic disease; and transplant models that can be used to de-risk clinical trials. We will discuss these advances in this review., (Copyright © 2021 The Authors. Published by Elsevier Ltd.. All rights reserved.)
- Published
- 2021
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41. Not All Wnt Activation Is Equal: Ligand-Dependent versus Ligand-Independent Wnt Activation in Colorectal Cancer.
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Kleeman SO and Leedham SJ
- Abstract
Wnt signaling is ubiquitously activated in colorectal tumors and driver mutations are identified in genes such as APC, CTNNB1, RNF43 and R-spondin (RSPO2/3). Adenomatous polyposis coli (APC) and CTNNB1 mutations lead to downstream constitutive activation (ligand-independent), while RNF43 and RSPO mutations require exogenous Wnt ligand to activate signaling (ligand-dependent). Here, we present evidence that these mutations are not equivalent and that ligand-dependent and ligand-independent tumors differ in terms of underlying Wnt biology, molecular pathogenesis, morphology and prognosis. These non-overlapping characteristics can be harnessed to develop biomarkers and targeted treatments for ligand-dependent tumors, including porcupine inhibitors, anti-RSPO3 antibodies and asparaginase. There is emerging evidence that these therapies may synergize with immunotherapy in ligand-dependent tumors. In summary, we propose that ligand-dependent tumors are an underappreciated separate disease entity in colorectal cancer.
- Published
- 2020
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42. Gremlin 1 - small protein, big impact: the multiorgan consequences of disrupted BMP antagonism † .
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Gooding S and Leedham SJ
- Subjects
- Animals, Cell Differentiation, Mice, Stem Cell Niche, Bone Morphogenetic Proteins, Signal Transduction
- Abstract
Highly conserved, complex and interacting morphogen signalling pathways regulate adult stem cells and control cell fate determination across numerous different organs. In homeostasis, the bone morphogenetic protein (BMP) pathway predominantly promotes cell differentiation. Localised expression of ligand sequestering BMP antagonists, such as Gremlin 1 (Grem1), necessarily restricts BMP activity within the stem cell niche and facilitate stemness and self-renewal. In a new paper, Rowan, Jahns et al show that acute deletion of Grem1 in adult mice, using a ubiquitous ROSA26-Cre recombinase, induced not only severe intestinal enteropathy but also hypocellular bone marrow failure suggestive of stem cell niche collapse in both tissues. Grem1 has an increasingly recognised pleiotrophic role in a number of organ systems and is implicated across a wide range of disease states. Although the importance of Grem1 in intestinal stem cell regulation has been well described, a putative function in haematopoietic niche maintenance is novel and requires further exploration. Moreover, the complex and context-specific regulation of Grem1, among a host of functionally convergent but structurally disparate BMP antagonists, warrants further research as we learn more about the pathogenic consequences of deranged expression of this small, but important, protein. © 2020 The Authors. The Journal of Pathology published by John Wiley & Sons Ltd on behalf of Pathological Society of Great Britain and Ireland., (© 2020 The Authors. The Journal of Pathology published by John Wiley & Sons Ltd on behalf of Pathological Society of Great Britain and Ireland.)
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- 2020
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43. Exploiting differential Wnt target gene expression to generate a molecular biomarker for colorectal cancer stratification.
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Kleeman SO, Koelzer VH, Jones HJ, Vazquez EG, Davis H, East JE, Arnold R, Koppens MA, Blake A, Domingo E, Cunningham C, Beggs AD, Pestinger V, Loughrey MB, Wang LM, Lannagan TR, Woods SL, Worthley D, Consortium SC, Tomlinson I, Dunne PD, Maughan T, and Leedham SJ
- Subjects
- Aged, Colorectal Neoplasms genetics, Colorectal Neoplasms pathology, Female, Gene Expression Regulation, Neoplastic genetics, Genetic Markers genetics, Humans, Male, Middle Aged, Wnt1 Protein genetics, Colorectal Neoplasms diagnosis, Signal Transduction genetics, Wnt1 Protein metabolism
- Abstract
Objective: Pathological Wnt pathway activation is a conserved hallmark of colorectal cancer. Wnt-activating mutations can be divided into: i) ligand-independent (LI) alterations in intracellular signal transduction proteins ( Adenomatous polyposis coli , β-catenin), causing constitutive pathway activation and ii) ligand-dependent (LD) mutations affecting the synergistic R-Spondin axis ( RNF43 , RSPO -fusions) acting through amplification of endogenous Wnt signal transmembrane transduction. Our aim was to exploit differential Wnt target gene expression to generate a mutation-agnostic biomarker for LD tumours., Design: We undertook harmonised multi-omic analysis of discovery (n=684) and validation cohorts (n=578) of colorectal tumours collated from publicly available data and the Stratification in Colorectal Cancer Consortium. We used mutation data to establish molecular ground truth and subdivide lesions into LI/LD tumour subsets. We contrasted transcriptional, methylation, morphological and clinical characteristics between groups., Results: Wnt disrupting mutations were mutually exclusive. Desmoplastic stromal upregulation of RSPO may compensate for absence of epithelial mutation in a subset of stromal-rich tumours. Key Wnt negative regulator genes were differentially expressed between LD/LI tumours, with targeted hypermethylation of some genes ( AXIN2 , NKD1 ) occurring even in CIMP-negative LD cancers. AXIN2 mRNA expression was used as a discriminatory molecular biomarker to distinguish LD/LI tumours (area under the curve >0.93)., Conclusions: Epigenetic suppression of appropriate Wnt negative feedback loops is selectively advantageous in LD tumours and differential AXIN2 expression in LD/LI lesions can be exploited as a molecular biomarker. Distinguishing between LD/LI tumour types is important; patients with LD tumours retain sensitivity to Wnt ligand inhibition and may be stratified at diagnosis to clinical trials of Porcupine inhibitors., Competing Interests: Competing interests: SJL has received grant income from UCB Pharma. VHK is participant of a patent application co-owned by the Netherlands Cancer Institute (NKI-AVL) and the University of Basel on the assessment of cancer immunotherapy biomarkers by digital pathology and has served as an invited speaker on behalf of Indica Labs. ADB has received grant funding from InCyte for molecular pathology research; speaker fees and travel costs from Illumina UK for immuno-oncology research and consultancy fees from Bristol-Myers-Squibb for immuno-oncology research. All other authors have nothing to disclose., (© Author(s) (or their employer(s)) 2020. Re-use permitted under CC BY. Published by BMJ.)
- Published
- 2020
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44. Reserving the Right to Change the Intestinal Stem Cell Model.
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Leedham SJ
- Subjects
- Cell Plasticity, Intestinal Mucosa, Stem Cells, Cell Dedifferentiation, Intestines
- Abstract
The existence of "active" and "reserve" stem cell populations in the intestinal epithelium has been debated since 1977. Now in Cell Stem Cell, Murata et al. (2020) show that all intestinal regeneration arises from daughter cell dedifferentiation, marking the coming-of-age of the regenerative stem cell plasticity model., (Crown Copyright © 2020. Published by Elsevier Inc. All rights reserved.)
- Published
- 2020
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45. Intestine, Heal Thyself! Regulating the Intestinal Epithelial Response to Injury.
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Leedham SJ
- Subjects
- Intestines
- Published
- 2020
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46. Evolutionary history of human colitis-associated colorectal cancer.
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Baker AM, Cross W, Curtius K, Al Bakir I, Choi CR, Davis HL, Temko D, Biswas S, Martinez P, Williams MJ, Lindsay JO, Feakins R, Vega R, Hayes SJ, Tomlinson IPM, McDonald SAC, Moorghen M, Silver A, East JE, Wright NA, Wang LM, Rodriguez-Justo M, Jansen M, Hart AL, Leedham SJ, and Graham TA
- Subjects
- Cell Transformation, Neoplastic genetics, Colonoscopy methods, Disease Progression, Female, Gene Expression Regulation, Neoplastic, Humans, Male, Middle Aged, Phylogeny, Polymorphism, Single Nucleotide genetics, Risk Assessment, Severity of Illness Index, Cell Transformation, Neoplastic pathology, Colitis, Ulcerative genetics, Colitis, Ulcerative pathology, Colorectal Neoplasms genetics, Colorectal Neoplasms pathology
- Abstract
Objective: IBD confers an increased lifetime risk of developing colorectal cancer (CRC), and colitis-associated CRC (CA-CRC) is molecularly distinct from sporadic CRC (S-CRC). Here we have dissected the evolutionary history of CA-CRC using multiregion sequencing., Design: Exome sequencing was performed on fresh-frozen multiple regions of carcinoma, adjacent non-cancerous mucosa and blood from 12 patients with CA-CRC (n=55 exomes), and key variants were validated with orthogonal methods. Genome-wide copy number profiling was performed using single nucleotide polymorphism arrays and low-pass whole genome sequencing on archival non-dysplastic mucosa (n=9), low-grade dysplasia (LGD; n=30), high-grade dysplasia (HGD; n=13), mixed LGD/HGD (n=7) and CA-CRC (n=19). Phylogenetic trees were reconstructed, and evolutionary analysis used to reveal the temporal sequence of events leading to CA-CRC., Results: 10/12 tumours were microsatellite stable with a median mutation burden of 3.0 single nucleotide alterations (SNA) per Mb, ~20% higher than S-CRC (2.5 SNAs/Mb), and consistent with elevated ageing-associated mutational processes. Non-dysplastic mucosa had considerable mutation burden (median 47 SNAs), including mutations shared with the neighbouring CA-CRC, indicating a precancer mutational field. CA-CRCs were often near triploid (40%) or near tetraploid (20%) and phylogenetic analysis revealed that copy number alterations (CNAs) began to accrue in non-dysplastic bowel, but the LGD/HGD transition often involved a punctuated 'catastrophic' CNA increase., Conclusions: Evolutionary genomic analysis revealed precancer clones bearing extensive SNAs and CNAs, with progression to cancer involving a dramatic accrual of CNAs at HGD. Detection of the cancerised field is an encouraging prospect for surveillance, but punctuated evolution may limit the window for early detection., Competing Interests: Competing interests: None declared., (© Author(s) (or their employer(s)) 2019. Re-use permitted under CC BY. Published by BMJ.)
- Published
- 2019
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47. Genetic editing of colonic organoids provides a molecularly distinct and orthotopic preclinical model of serrated carcinogenesis.
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Lannagan TRM, Lee YK, Wang T, Roper J, Bettington ML, Fennell L, Vrbanac L, Jonavicius L, Somashekar R, Gieniec K, Yang M, Ng JQ, Suzuki N, Ichinose M, Wright JA, Kobayashi H, Putoczki TL, Hayakawa Y, Leedham SJ, Abud HE, Yilmaz ÖH, Marker J, Klebe S, Wirapati P, Mukherjee S, Tejpar S, Leggett BA, Whitehall VLJ, Worthley DL, and Woods SL
- Subjects
- Adenocarcinoma metabolism, Alleles, Colon metabolism, Colorectal Neoplasms metabolism, CpG Islands genetics, DNA Mismatch Repair, DNA Mutational Analysis, Disease Progression, Epigenomics, Gene Expression Regulation, Neoplastic, Genes, Tumor Suppressor, Humans, Models, Genetic, Mutation, Organoids metabolism, Phenotype, Proto-Oncogene Proteins B-raf metabolism, Adenocarcinoma genetics, Adenocarcinoma pathology, Colon pathology, Colorectal Neoplasms genetics, Colorectal Neoplasms pathology, Organoids pathology, Proto-Oncogene Proteins B-raf genetics
- Abstract
Objective: Serrated colorectal cancer (CRC) accounts for approximately 25% of cases and includes tumours that are among the most treatment resistant and with worst outcomes. This CRC subtype is associated with activating mutations in the mitogen-activated kinase pathway gene, BRAF , and epigenetic modifications termed the CpG Island Methylator Phenotype, leading to epigenetic silencing of key tumour suppressor genes. It is still not clear which (epi-)genetic changes are most important in neoplastic progression and we begin to address this knowledge gap herein., Design: We use organoid culture combined with CRISPR/Cas9 genome engineering to sequentially introduce genetic alterations associated with serrated CRC and which regulate the stem cell niche, senescence and DNA mismatch repair., Results: Targeted biallelic gene alterations were verified by DNA sequencing. Organoid growth in the absence of niche factors was assessed, as well as analysis of downstream molecular pathway activity. Orthotopic engraftment of complex organoid lines, but not Braf
V600E alone, quickly generated adenocarcinoma in vivo with serrated features consistent with human disease. Loss of the essential DNA mismatch repair enzyme, Mlh1, led to microsatellite instability. Sphingolipid metabolism genes are differentially regulated in both our mouse models of serrated CRC and human CRC, with key members of this pathway having prognostic significance in the human setting., Conclusion: We generate rapid, complex models of serrated CRC to determine the contribution of specific genetic alterations to carcinogenesis. Analysis of our models alongside patient data has led to the identification of a potential susceptibility for this tumour type., Competing Interests: Competing interests: None declared., (© Article author(s) (or their employer(s) unless otherwise stated in the text of the article) 2019. All rights reserved. No commercial use is permitted unless otherwise expressly granted.)- Published
- 2019
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48. The evolutionary landscape of colorectal tumorigenesis.
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Cross W, Kovac M, Mustonen V, Temko D, Davis H, Baker AM, Biswas S, Arnold R, Chegwidden L, Gatenbee C, Anderson AR, Koelzer VH, Martinez P, Jiang X, Domingo E, Woodcock DJ, Feng Y, Kovacova M, Maughan T, Jansen M, Rodriguez-Justo M, Ashraf S, Guy R, Cunningham C, East JE, Wedge DC, Wang LM, Palles C, Heinimann K, Sottoriva A, Leedham SJ, Graham TA, and Tomlinson IPM
- Subjects
- Adenoma pathology, Carcinoma pathology, Colorectal Neoplasms pathology, Humans, Models, Biological, Adenoma genetics, Carcinogenesis genetics, Carcinoma genetics, Colorectal Neoplasms genetics, Evolution, Molecular, Mutation
- Abstract
The evolutionary events that cause colorectal adenomas (benign) to progress to carcinomas (malignant) remain largely undetermined. Using multi-region genome and exome sequencing of 24 benign and malignant colorectal tumours, we investigate the evolutionary fitness landscape occupied by these neoplasms. Unlike carcinomas, advanced adenomas frequently harbour sub-clonal driver mutations-considered to be functionally important in the carcinogenic process-that have not swept to fixation, and have relatively high genetic heterogeneity. Carcinomas are distinguished from adenomas by widespread aneusomies that are usually clonal and often accrue in a 'punctuated' fashion. We conclude that adenomas evolve across an undulating fitness landscape, whereas carcinomas occupy a sharper fitness peak, probably owing to stabilizing selection.
- Published
- 2018
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49. British Society of Gastroenterology position statement on serrated polyps in the colon and rectum.
- Author
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East JE, Atkin WS, Bateman AC, Clark SK, Dolwani S, Ket SN, Leedham SJ, Phull PS, Rutter MD, Shepherd NA, Tomlinson I, and Rees CJ
- Subjects
- Adenoma diagnosis, Adenoma genetics, Adenoma surgery, Adenomatous Polyposis Coli diagnosis, Benchmarking, Biomarkers analysis, Cell Transformation, Neoplastic, Colitis complications, Colonic Polyps genetics, Colonoscopy, CpG Islands genetics, DNA isolation & purification, DNA Methylation, Feces chemistry, Humans, Parasympatholytics therapeutic use, Polyps genetics, Precancerous Conditions diagnosis, Precancerous Conditions surgery, Rectal Diseases genetics, Terminology as Topic, Watchful Waiting, Colonic Polyps diagnosis, Colonic Polyps surgery, Polyps diagnosis, Polyps surgery, Rectal Diseases diagnosis, Rectal Diseases surgery
- Abstract
Serrated polyps have been recognised in the last decade as important premalignant lesions accounting for between 15% and 30% of colorectal cancers. There is therefore a clinical need for guidance on how to manage these lesions; however, the evidence base is limited. A working group was commission by the British Society of Gastroenterology (BSG) Endoscopy section to review the available evidence and develop a position statement to provide clinical guidance until the evidence becomes available to support a formal guideline. The scope of the position statement was wide-ranging and included: evidence that serrated lesions have premalignant potential; detection and resection of serrated lesions; surveillance strategies after detection of serrated lesions; special situations-serrated polyposis syndrome (including surgery) and serrated lesions in colitis; education, audit and benchmarks and research questions. Statements on these issues were proposed where the evidence was deemed sufficient, and re-evaluated modified via a Delphi process until >80% agreement was reached. The Grading of Recommendations, Assessment, Development and Evaluations (GRADE) tool was used to assess the strength of evidence and strength of recommendation for finalised statements. Key recommendation : we suggest that until further evidence on the efficacy or otherwise of surveillance are published, patients with sessile serrated lesions (SSLs) that appear associated with a higher risk of future neoplasia or colorectal cancer (SSLs ≥10 mm or serrated lesions harbouring dysplasia including traditional serrated adenomas) should be offered a one-off colonoscopic surveillance examination at 3 years ( weak recommendation, low quality evidence, 90% agreement )., Competing Interests: Competing interests: JEE: Lumendi, Olympus, Cosmo Pharmaceuticals; WSA: Eiken (MAST is the UK distributor); SJL: Cancer Research UK (Grant); CJR: ARC Medical, Olympus., (Published by the BMJ Publishing Group Limited. For permission to use (where not already granted under a licence) please go to http://www.bmj.com/company/products-services/rights-and-licensing/.)
- Published
- 2017
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50. Bone morphogenetic protein and Notch signalling crosstalk in poor-prognosis, mesenchymal-subtype colorectal cancer.
- Author
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Irshad S, Bansal M, Guarnieri P, Davis H, Al Haj Zen A, Baran B, Pinna CMA, Rahman H, Biswas S, Bardella C, Jeffery R, Wang LM, East JE, Tomlinson I, Lewis A, and Leedham SJ
- Subjects
- Amyloid Precursor Protein Secretases genetics, Amyloid Precursor Protein Secretases metabolism, Bone Morphogenetic Proteins metabolism, Cell Differentiation, Cohort Studies, Colorectal Neoplasms diagnosis, Colorectal Neoplasms pathology, Epithelial Cells pathology, Gene Expression Profiling, Gene Expression Regulation, Neoplastic, Humans, Kaplan-Meier Estimate, Models, Biological, Phenotype, Prognosis, Receptors, Notch metabolism, Smad Proteins genetics, Smad Proteins metabolism, Bone Morphogenetic Proteins genetics, Colorectal Neoplasms genetics, Epithelial-Mesenchymal Transition, Receptors, Notch genetics, Signal Transduction
- Abstract
The functional role of bone morphogenetic protein (BMP) signalling in colorectal cancer (CRC) is poorly defined, with contradictory results in cancer cell line models reflecting the inherent difficulties of assessing a signalling pathway that is context-dependent and subject to genetic constraints. By assessing the transcriptional response of a diploid human colonic epithelial cell line to BMP ligand stimulation, we generated a prognostic BMP signalling signature, which was applied to multiple CRC datasets to investigate BMP heterogeneity across CRC molecular subtypes. We linked BMP and Notch signalling pathway activity and function in human colonic epithelial cells, and normal and neoplastic tissue. BMP induced Notch through a γ-secretase-independent interaction, regulated by the SMAD proteins. In homeostasis, BMP/Notch co-localization was restricted to cells at the top of the intestinal crypt, with more widespread interaction in some human CRC samples. BMP signalling was downregulated in the majority of CRCs, but was conserved specifically in mesenchymal-subtype tumours, where it interacts with Notch to induce an epithelial-mesenchymal transition (EMT) phenotype. In intestinal homeostasis, BMP-Notch pathway crosstalk is restricted to differentiating cells through stringent pathway segregation. Conserved BMP activity and loss of signalling stringency in mesenchymal-subtype tumours promotes a synergistic BMP-Notch interaction, and this correlates with poor patient prognosis. BMP signalling heterogeneity across CRC subtypes and cell lines can account for previous experimental contradictions. Crosstalk between the BMP and Notch pathways will render mesenchymal-subtype CRC insensitive to γ-secretase inhibition unless BMP activation is concomitantly addressed. © 2017 The Authors. Journal of Pathology published by John Wiley & Sons Ltd on behalf of Pathological Society of Great Britain and Ireland., (© 2017 The Authors. The Journal of Pathology published by John Wiley & Sons Ltd on behalf of Pathological Society of Great Britain and Ireland.)
- Published
- 2017
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