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1.
Gut ; 73(3): 496-508, 2024 Feb 23.
Article in English | MEDLINE | ID: mdl-37758326

ABSTRACT

OBJECTIVE: Cytotoxic agents are the cornerstone of treatment for patients with advanced intrahepatic cholangiocarcinoma (iCCA), despite heterogeneous benefit. We hypothesised that the pretreatment molecular profiles of diagnostic biopsies can predict patient benefit from chemotherapy and define molecular bases of innate chemoresistance. DESIGN: We identified a cohort of advanced iCCA patients with comparable baseline characteristics who diverged as extreme outliers on chemotherapy (survival <6 m in rapid progressors, RP; survival >23 m in long survivors, LS). Diagnostic biopsies were characterised by digital pathology, then subjected to whole-transcriptome profiling of bulk and geospatially macrodissected tissue regions. Spatial transcriptomics of tumour-infiltrating myeloid cells was performed using targeted digital spatial profiling (GeoMx). Transcriptome signatures were evaluated in multiple cohorts of resected cancers. Signatures were also characterised using in vitro cell lines, in vivo mouse models and single cell RNA-sequencing data. RESULTS: Pretreatment transcriptome profiles differentiated patients who would become RPs or LSs on chemotherapy. Biologically, this signature originated from altered tumour-myeloid dynamics, implicating tumour-induced immune tolerogenicity with poor response to chemotherapy. The central role of the liver microenviroment was confrmed by the association of the RPLS transcriptome signature with clinical outcome in iCCA but not extrahepatic CCA, and in liver metastasis from colorectal cancer, but not in the matched primary bowel tumours. CONCLUSIONS: The RPLS signature could be a novel metric of chemotherapy outcome in iCCA. Further development and validation of this transcriptomic signature is warranted to develop precision chemotherapy strategies in these settings.


Subject(s)
Bile Duct Neoplasms , Cholangiocarcinoma , Humans , Animals , Mice , Cholangiocarcinoma/drug therapy , Cholangiocarcinoma/genetics , Cholangiocarcinoma/metabolism , Gene Expression Profiling , Transcriptome , Bile Ducts, Intrahepatic/metabolism , Bile Ducts, Intrahepatic/pathology , Bile Duct Neoplasms/drug therapy , Bile Duct Neoplasms/genetics , Bile Duct Neoplasms/metabolism
2.
Gut ; 73(1): 131-155, 2023 Dec 07.
Article in English | MEDLINE | ID: mdl-36977556

ABSTRACT

OBJECTIVE: Immunotherapy for the treatment of pancreatic ductal adenocarcinoma (PDAC) has shown limited efficacy. Poor CD8 T-cell infiltration, low neoantigen load and a highly immunosuppressive tumour microenvironment contribute to this lack of response. Here, we aimed to further investigate the immunoregulatory function of focal adhesion kinase (FAK) in PDAC, with specific emphasis on regulation of the type-II interferon response that is critical in promoting T-cell tumour recognition and effective immunosurveillance. DESIGN: We combined CRISPR, proteogenomics and transcriptomics with mechanistic experiments using a KrasG12Dp53R172H mouse model of pancreatic cancer and validated findings using proteomic analysis of human patient-derived PDAC cell lines and analysis of publicly available human PDAC transcriptomics datasets. RESULTS: Loss of PDAC cell-intrinsic FAK signalling promotes expression of the immunoproteasome and Major Histocompatibility Complex class-I (MHC-I), resulting in increased antigen diversity and antigen presentation by FAK-/- PDAC cells. Regulation of the immunoproteasome by FAK is a critical determinant of this response, optimising the physicochemical properties of the peptide repertoire for high affinity binding to MHC-I. Expression of these pathways can be further amplified in a STAT1-dependent manner via co-depletion of FAK and STAT3, resulting in extensive infiltration of tumour-reactive CD8 T-cells and further restraint of tumour growth. FAK-dependent regulation of antigen processing and presentation is conserved between mouse and human PDAC, but is lost in cells/tumours with an extreme squamous phenotype. CONCLUSION: Therapies aimed at FAK degradation may unlock additional therapeutic benefit for the treatment of PDAC through increasing antigen diversity and promoting antigen presentation.


Subject(s)
Carcinoma, Pancreatic Ductal , Pancreatic Neoplasms , Mice , Humans , Animals , Focal Adhesion Protein-Tyrosine Kinases/metabolism , Antigen Presentation , Immune Evasion , Proteomics , Pancreatic Neoplasms/pathology , Carcinoma, Pancreatic Ductal/pathology , Tumor Microenvironment , Cell Line, Tumor
3.
Ann Surg ; 277(2): e396-e405, 2023 02 01.
Article in English | MEDLINE | ID: mdl-36745763

ABSTRACT

BACKGROUND: The long-term outcomes following surgical resection for pancreatic ductal adenocarcinoma (PDAC) remains poor, with only 20% of patients surviving 5 years after pancreatectomy. Patient selection for surgery remains suboptimal largely due to the absence of consideration of aggressive tumor biology. OBJECTIVE: The aim of this study was to evaluate traditional staging criteria for PDAC in the setting of molecular subtypes. METHODS: Clinicopathological data were obtained for 5 independent cohorts of consecutive unselected patients, totaling n = 1298, including n = 442 that underwent molecular subtyping. The main outcome measure was disease-specific survival following surgical resection for PDAC stratified according to the American Joint Commission for Cancer (TNM) staging criteria, margin status, and molecular subtype. RESULTS: TNM staging criteria and margin status confers prognostic value only in tumors with classical pancreatic subtype. Patients with tumors that are of squamous subtype, have a poor outcome irrespective of favorable traditional pathological staging [hazard ratio (HR) 1.54, 95% confidence interval (CI) 1.04-2.28, P = 0.032]. Margin status has no impact on survival in the squamous subtype (16.0 vs 12.1 months, P = 0.374). There were no differences in molecular subtype or gene expression of tumors with positive resection margin status. CONCLUSIONS: Aggressive tumor biology as measured by molecular subtype predicts poor outcome following pancreatectomy for PDAC and should be utilized to inform patient selection for surgery.


Subject(s)
Carcinoma, Pancreatic Ductal , Carcinoma, Squamous Cell , Pancreatic Neoplasms , Humans , Pancreatic Neoplasms/pathology , Prognosis , Carcinoma, Pancreatic Ductal/pathology , Pancreatectomy , Neoplasm Staging , Carcinoma, Squamous Cell/surgery , Retrospective Studies , Survival Rate , Pancreatic Neoplasms
5.
Nat Commun ; 12(1): 6738, 2021 11 18.
Article in English | MEDLINE | ID: mdl-34795259

ABSTRACT

FOLFIRINOX, a combination of chemotherapy drugs (Fluorouracil, Oxaliplatin, Irinotecan -FOI), provides the best clinical benefit in pancreatic ductal adenocarcinoma (PDAC) patients. In this study we explore the role of miRNAs (MIR) as modulators of chemosensitivity to identify potential biomarkers of response. We find that 41 and 84 microRNA inhibitors enhance the sensitivity of Capan1 and MiaPaCa2 PDAC cells respectively. These include a MIR1307-inhibitor that we validate in further PDAC cell lines. Chemotherapy-induced apoptosis and DNA damage accumulation are higher in MIR1307 knock-out (MIR1307KO) versus control PDAC cells, while re-expression of MIR1307 in MIR1307KO cells rescues these effects. We identify binding of MIR1307 to CLIC5 mRNA through covalent ligation of endogenous Argonaute-bound RNAs cross-linking immunoprecipitation assay. We validate these findings in an in vivo model with MIR1307 disruption. In a pilot cohort of PDAC patients undergoing FOLFIRONX chemotherapy, circulating MIR1307 correlates with clinical outcome.


Subject(s)
Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Carcinoma, Pancreatic Ductal/drug therapy , DNA Damage , Gene Expression Regulation, Neoplastic , MicroRNAs/genetics , Pancreatic Neoplasms/drug therapy , Carcinoma, Pancreatic Ductal/genetics , Fluorouracil/administration & dosage , Humans , Irinotecan/administration & dosage , Kaplan-Meier Estimate , Leucovorin/administration & dosage , Neoadjuvant Therapy , Outcome Assessment, Health Care/methods , Outcome Assessment, Health Care/statistics & numerical data , Oxaliplatin/administration & dosage , Pancreatic Neoplasms/genetics
6.
Gastroenterology ; 160(1): 362-377.e13, 2021 01.
Article in English | MEDLINE | ID: mdl-33039466

ABSTRACT

BACKGROUND & AIMS: Continuing recalcitrance to therapy cements pancreatic cancer (PC) as the most lethal malignancy, which is set to become the second leading cause of cancer death in our society. The study aim was to investigate the association between DNA damage response (DDR), replication stress, and novel therapeutic response in PC to develop a biomarker-driven therapeutic strategy targeting DDR and replication stress in PC. METHODS: We interrogated the transcriptome, genome, proteome, and functional characteristics of 61 novel PC patient-derived cell lines to define novel therapeutic strategies targeting DDR and replication stress. Validation was done in patient-derived xenografts and human PC organoids. RESULTS: Patient-derived cell lines faithfully recapitulate the epithelial component of pancreatic tumors, including previously described molecular subtypes. Biomarkers of DDR deficiency, including a novel signature of homologous recombination deficiency, cosegregates with response to platinum (P < .001) and PARP inhibitor therapy (P < .001) in vitro and in vivo. We generated a novel signature of replication stress that predicts response to ATR (P < .018) and WEE1 inhibitor (P < .029) treatment in both cell lines and human PC organoids. Replication stress was enriched in the squamous subtype of PC (P < .001) but was not associated with DDR deficiency. CONCLUSIONS: Replication stress and DDR deficiency are independent of each other, creating opportunities for therapy in DDR-proficient PC and after platinum therapy.


Subject(s)
Adenocarcinoma/pathology , DNA Damage/genetics , DNA Repair/genetics , DNA Replication/genetics , Pancreatic Neoplasms/pathology , Adenocarcinoma/genetics , Adenocarcinoma/therapy , Biomarkers , Cell Culture Techniques , Cell Line, Tumor , Humans , Molecular Targeted Therapy , Organoids , Pancreatic Neoplasms/genetics , Pancreatic Neoplasms/therapy , Xenograft Model Antitumor Assays
7.
STAR Protoc ; 1(2): 100079, 2020 09 18.
Article in English | MEDLINE | ID: mdl-33111113

ABSTRACT

Disrupted chromatin regulatory processes contribute to the development of cancer, in particular pancreatic ductal adenocarcinoma. The assay for transposase accessible chromatin with high-throughput sequencing (ATAC-seq) is typically used to study chromatin organization. Here, we present a revised ATAC-seq protocol to study chromatin accessibility in adherent patient-derived cell lines. We provide details on how to calculate the library molarity using Agilent's Bioanalyzer and an analysis pipeline for peak calling and transcription factor mapping. For complete details on the use and execution of this protocol, please refer to Brunton et al. (2020).


Subject(s)
Chromatin Immunoprecipitation Sequencing/methods , Chromatin/physiology , Primary Cell Culture/methods , Gene Expression/genetics , Gene Expression Regulation, Neoplastic/genetics , Gene Library , High-Throughput Nucleotide Sequencing/methods , Humans , Nucleosomes , Pancreas/metabolism , Pancreas/pathology , Pancreatic Neoplasms/classification , Pancreatic Neoplasms/physiopathology , Sequence Analysis, DNA/methods , Transcription Factors/metabolism , Transposases/metabolism
8.
Cell Rep ; 31(6): 107625, 2020 05 12.
Article in English | MEDLINE | ID: mdl-32402285

ABSTRACT

Pancreatic ductal adenocarcinoma (PDAC) can be divided into transcriptomic subtypes with two broad lineages referred to as classical (pancreatic) and squamous. We find that these two subtypes are driven by distinct metabolic phenotypes. Loss of genes that drive endodermal lineage specification, HNF4A and GATA6, switch metabolic profiles from classical (pancreatic) to predominantly squamous, with glycogen synthase kinase 3 beta (GSK3ß) a key regulator of glycolysis. Pharmacological inhibition of GSK3ß results in selective sensitivity in the squamous subtype; however, a subset of these squamous patient-derived cell lines (PDCLs) acquires rapid drug tolerance. Using chromatin accessibility maps, we demonstrate that the squamous subtype can be further classified using chromatin accessibility to predict responsiveness and tolerance to GSK3ß inhibitors. Our findings demonstrate that distinct patterns of chromatin accessibility can be used to identify patient subgroups that are indistinguishable by gene expression profiles, highlighting the utility of chromatin-based biomarkers for patient selection in the treatment of PDAC.


Subject(s)
Adenocarcinoma/genetics , Biomarkers, Tumor/metabolism , Carcinoma, Pancreatic Ductal/genetics , GATA6 Transcription Factor/metabolism , Hepatocyte Nuclear Factor 4/metabolism , Cell Line, Tumor , Humans
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