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1.
Nature ; 611(7936): 603-613, 2022 Nov.
Article in English | MEDLINE | ID: mdl-36352230

ABSTRACT

Around 30-40% of patients with colorectal cancer (CRC) undergoing curative resection of the primary tumour will develop metastases in the subsequent years1. Therapies to prevent disease relapse remain an unmet medical need. Here we uncover the identity and features of the residual tumour cells responsible for CRC relapse. An analysis of single-cell transcriptomes of samples from patients with CRC revealed that the majority of genes associated with a poor prognosis are expressed by a unique tumour cell population that we named high-relapse cells (HRCs). We established a human-like mouse model of microsatellite-stable CRC that undergoes metastatic relapse after surgical resection of the primary tumour. Residual HRCs occult in mouse livers after primary CRC surgery gave rise to multiple cell types over time, including LGR5+ stem-like tumour cells2-4, and caused overt metastatic disease. Using Emp1 (encoding epithelial membrane protein 1) as a marker gene for HRCs, we tracked and selectively eliminated this cell population. Genetic ablation of EMP1high cells prevented metastatic recurrence and mice remained disease-free after surgery. We also found that HRC-rich micrometastases were infiltrated with T cells, yet became progressively immune-excluded during outgrowth. Treatment with neoadjuvant immunotherapy eliminated residual metastatic cells and prevented mice from relapsing after surgery. Together, our findings reveal the cell-state dynamics of residual disease in CRC and anticipate that therapies targeting HRCs may help to avoid metastatic relapse.


Subject(s)
Colorectal Neoplasms , Neoplasm Metastasis , Neoplasm Proteins , Neoplasm Recurrence, Local , Neoplasm, Residual , Receptors, Cell Surface , Animals , Humans , Mice , Colorectal Neoplasms/genetics , Colorectal Neoplasms/metabolism , Colorectal Neoplasms/pathology , Colorectal Neoplasms/therapy , Disease Progression , Neoplasm Proteins/deficiency , Neoplasm Proteins/genetics , Neoplasm Proteins/metabolism , Neoplasm Recurrence, Local/genetics , Neoplasm Recurrence, Local/pathology , Neoplasm Recurrence, Local/prevention & control , Neoplasm Recurrence, Local/therapy , Neoplasm, Residual/genetics , Neoplasm, Residual/pathology , Receptors, Cell Surface/deficiency , Receptors, Cell Surface/genetics , Receptors, Cell Surface/metabolism , Neoplasm Metastasis/genetics , Neoplasm Metastasis/pathology , Neoplasm Metastasis/prevention & control , Neoplasm Metastasis/therapy , Disease Models, Animal , T-Lymphocytes/cytology , T-Lymphocytes/immunology , Lymphocytes, Tumor-Infiltrating/cytology , Lymphocytes, Tumor-Infiltrating/immunology , Neoadjuvant Therapy , Immunotherapy
2.
Nature ; 594(7863): 430-435, 2021 06.
Article in English | MEDLINE | ID: mdl-34079124

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 signalling1, 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.


Subject(s)
Cell Competition , Cell Transformation, Neoplastic , Colorectal Neoplasms/genetics , Colorectal Neoplasms/pathology , Esterases/metabolism , Genes, APC , Mutation , Adenoma/genetics , Adenoma/pathology , Adenomatous Polyposis Coli Protein/genetics , Animals , Cell Competition/genetics , Cell Differentiation , Cell Proliferation , Cell Transformation, Neoplastic/genetics , 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
3.
Proc Natl Acad Sci U S A ; 119(35): e2006487119, 2022 08 30.
Article in English | MEDLINE | ID: mdl-35998218

ABSTRACT

Recent studies have revealed that normal human tissues accumulate many somatic mutations. In particular, human skin is riddled with mutations, with multiple subclones of variable sizes. Driver mutations are frequent and tend to have larger subclone sizes, suggesting selection. To begin to understand the histories encoded by these complex somatic mutations, we incorporated genomes into a simple agent-based skin-cell model whose prime directive is homeostasis. In this model, stem-cell survival is random and dependent on proximity to the basement membrane. This simple homeostatic skin model recapitulates the observed log-linear distributions of somatic mutations, where most mutations are found in increasingly smaller subclones that are typically lost with time. Hence, neutral mutations are "passengers" whose fates depend on the random survival of their stem cells, where a rarer larger subclone reflects the survival and spread of mutations acquired earlier in life. The model can also maintain homeostasis and accumulate more frequent and larger driver subclones if these mutations (NOTCH1 and TP53) confer relatively higher persistence in normal skin or during tissue damage (sunlight). Therefore, a relatively simple model of epithelial turnover indicates how observed passenger and driver somatic mutations could accumulate without violating the prime directive of homeostasis in normal human tissues.


Subject(s)
Clonal Evolution , Epidermis , Homeostasis , Keratinocytes , Carcinogenesis/genetics , Clonal Evolution/genetics , Epidermis/metabolism , Humans , Keratinocytes/cytology , Keratinocytes/physiology , Mutation , Receptor, Notch1/genetics , Tumor Suppressor Protein p53/genetics
4.
Mod Pathol ; 37(3): 100419, 2024 Mar.
Article in English | MEDLINE | ID: mdl-38158125

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.


Subject(s)
Colitis, Ulcerative , Colitis , Colorectal Neoplasms , Inflammatory Bowel Diseases , Neoplasms , Humans , Reproducibility of Results , Colitis/complications , Inflammatory Bowel Diseases/complications , Inflammatory Bowel Diseases/diagnosis , Inflammatory Bowel Diseases/pathology , Colonoscopy , Hyperplasia , Colorectal Neoplasms/pathology , Colitis, Ulcerative/complications , Colitis, Ulcerative/diagnosis , Colitis, Ulcerative/pathology
5.
Mol Biol Evol ; 39(4)2022 04 11.
Article in English | MEDLINE | ID: mdl-35298641

ABSTRACT

Research over the past two decades has made substantial inroads into our understanding of somatic mutations. Recently, these studies have focused on understanding their presence in homeostatic tissue. In parallel, agent-based mechanistic models have emerged as an important tool for understanding somatic mutation in tissue; yet no common methodology currently exists to provide base-pair resolution data for these models. Here, we present Gattaca as the first method for introducing and tracking somatic mutations at the base-pair resolution within agent-based models that typically lack nuclei. With nuclei that incorporate human reference genomes, mutational context, and sequence coverage/error information, Gattaca is able to realistically evolve sequence data, facilitating comparisons between in silico cell tissue modeling with experimental human somatic mutation data. This user-friendly method, incorporated into each in silico cell, allows us to fully capture somatic mutation spectra and evolution.


Subject(s)
Genome, Human , Neoplasms , Clonal Evolution , Humans , Mutation , Neoplasms/genetics
6.
Gastroenterology ; 162(3): 890-906, 2022 03.
Article in English | MEDLINE | ID: mdl-34883119

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 ß 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.


Subject(s)
Cancer-Associated Fibroblasts/pathology , Cancer-Associated Fibroblasts/physiology , Carcinogenesis/pathology , Cell Lineage , Colorectal Neoplasms/pathology , Mesenchymal Stem Cells/physiology , 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
7.
Dev Dyn ; 251(1): 61-74, 2022 01.
Article in English | MEDLINE | ID: mdl-34716737

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.


Subject(s)
Cell Plasticity , Stem Cells , Adult , Carcinogenesis/metabolism , Humans , Intestinal Mucosa , Intestines , Tumor Microenvironment
8.
Gut ; 71(12): 2502-2517, 2022 12.
Article in English | MEDLINE | ID: mdl-35477539

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.


Subject(s)
Biomarkers, Tumor , Colonic Neoplasms , Humans , Biomarkers, Tumor/genetics , Stromal Cells/pathology , Neoplasm Recurrence, Local/prevention & control , Neoplasm Recurrence, Local/pathology , Colonic Neoplasms/pathology , Prognosis
9.
Br J Cancer ; 127(6): 1043-1050, 2022 10.
Article in English | MEDLINE | ID: mdl-35715628

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.


Subject(s)
Colorectal Neoplasms , Thrombospondins , Female , Humans , Male , Colorectal Neoplasms/genetics , Colorectal Neoplasms/pathology , Gene Fusion , Mutation , Thrombospondins/genetics , Thrombospondins/metabolism , Wnt Signaling Pathway/genetics
10.
Gastroenterology ; 161(3): 865-878.e8, 2021 09.
Article in English | MEDLINE | ID: mdl-34116029

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.


Subject(s)
Barrett Esophagus/pathology , Deep Learning , Esophageal Mucosa/pathology , Esophagogastric Junction/pathology , Esophagoscopy , Image Interpretation, Computer-Assisted , Imaging, Three-Dimensional , 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
11.
Gastroenterology ; 161(1): 239-254.e9, 2021 07.
Article in English | MEDLINE | ID: mdl-33819486

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.


Subject(s)
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 , 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
12.
Gastroenterology ; 160(4): 1224-1239.e30, 2021 03.
Article in English | MEDLINE | ID: mdl-33197448

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 ß 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.


Subject(s)
Bone Morphogenetic Proteins/metabolism , Colorectal Neoplasms/pathology , Immunoglobulins/metabolism , Intercellular Signaling Peptides and Proteins/metabolism , Liver Neoplasms/secondary , 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
13.
J Gastroenterol Hepatol ; 37(8): 1411-1425, 2022 Aug.
Article in English | MEDLINE | ID: mdl-35815339

ABSTRACT

Colorectal cancer (CRC) is a genetically heterogeneous disease with its pathogenesis often driven by varying genetic or epigenetic alterations. This has led to a substantial number of patients developing chemoresistance and treatment failure, resulting in a high mortality rate for advanced disease. Deep molecular analysis has allowed for the discovery of key intestinal signaling pathways which impacts colonic epithelial cell fate, and the integral role of the tumor microenvironment on cancer growth and dissemination. Through transitioning pre-clinical knowledge in research into clinical practice, many potential druggable targets within these pathways have been discovered in the hopes of overcoming the roadblocks encountered by conventional therapies. A personalized approach tailoring treatment according to the histopathological and molecular features of individual tumors can hopefully translate to better patient outcomes, and reduce the rate of recurrence in patients with advanced CRC. Herein, the latest understanding on the molecular science behind CRC tumorigenesis, and the potential treatment targets currently at the forefront of research are summarized.


Subject(s)
Colorectal Neoplasms , Precision Medicine , Biomarkers, Tumor/genetics , Cell Transformation, Neoplastic , Colorectal Neoplasms/drug therapy , Colorectal Neoplasms/genetics , Humans , Precision Medicine/methods , Tumor Microenvironment/genetics
14.
J Gastroenterol Hepatol ; 37(5): 861-869, 2022 May.
Article in English | MEDLINE | ID: mdl-35128723

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.


Subject(s)
Adenomatous Polyposis Coli , Colorectal Neoplasms, Hereditary Nonpolyposis , Colorectal Neoplasms , Adenomatous Polyposis Coli/genetics , Adult , Aged , Colorectal Neoplasms/diagnosis , Colorectal Neoplasms, Hereditary Nonpolyposis/genetics , Genetic Testing , Germ Cells , Germ-Line Mutation , Humans , Middle Aged , Syndrome
15.
Gut ; 70(3): 544-554, 2021 03.
Article in English | MEDLINE | ID: mdl-32690604

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.


Subject(s)
Colorectal Neoplasms/genetics , Colorectal Neoplasms/pathology , Deep Learning , Gene Expression Regulation, Neoplastic/genetics , RNA/genetics , Biomarkers, Tumor/genetics , Biopsy , Consensus , Datasets as Topic , Disease Progression , Gene Expression Profiling , Humans , Neoplasm Grading , Phenotype , Predictive Value of Tests , Prognosis
16.
Histopathology ; 79(6): 947-956, 2021 Dec.
Article in English | MEDLINE | ID: mdl-34174109

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.


Subject(s)
Neoplasm Recurrence, Local/pathology , Rectal Neoplasms/pathology , Stromal Cells/pathology , Tumor Microenvironment , Aged , Cohort Studies , Female , Humans , Image Interpretation, Computer-Assisted/methods , Male , Middle Aged , Neural Networks, Computer , Rectal Neoplasms/surgery , Retrospective Studies
17.
J Pathol ; 251(4): 349-352, 2020 08.
Article in English | MEDLINE | ID: mdl-32472605

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.


Subject(s)
Bone Morphogenetic Proteins , Signal Transduction , Animals , Cell Differentiation , Mice , Stem Cell Niche
18.
Gut ; 69(6): 1092-1103, 2020 06.
Article in English | MEDLINE | ID: mdl-31563876

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, ß-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.


Subject(s)
Colorectal Neoplasms/diagnosis , Signal Transduction/genetics , Wnt1 Protein/metabolism , Aged , Colorectal Neoplasms/genetics , Colorectal Neoplasms/pathology , Female , Gene Expression Regulation, Neoplastic/genetics , Genetic Markers/genetics , Humans , Male , Middle Aged , Wnt1 Protein/genetics
19.
Gut ; 68(4): 684-692, 2019 04.
Article in English | MEDLINE | ID: mdl-29666172

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 BrafV600E 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.


Subject(s)
Adenocarcinoma/genetics , Adenocarcinoma/pathology , Colon/pathology , Colorectal Neoplasms/genetics , Colorectal Neoplasms/pathology , Organoids/pathology , Proto-Oncogene Proteins B-raf/genetics , 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
20.
Gut ; 68(6): 985-995, 2019 06.
Article in English | MEDLINE | ID: mdl-29991641

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.


Subject(s)
Cell Transformation, Neoplastic/pathology , Colitis, Ulcerative/genetics , Colitis, Ulcerative/pathology , Colorectal Neoplasms/genetics , Colorectal Neoplasms/pathology , 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
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