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1.
Commun Med (Lond) ; 4(1): 89, 2024 May 17.
Article in English | MEDLINE | ID: mdl-38760583

ABSTRACT

BACKGROUND: Despite the advent of neoadjuvant chemoradiotherapy (CRT), overall survival rates of esophageal adenocarcinoma (EAC) remain low. A readily induced mesenchymal transition of EAC cells contributes to resistance to CRT. METHODS: In this study, we aimed to chart the heterogeneity in cell state transition after CRT and to identify its underpinnings. A panel of 12 esophageal cultures were treated with CRT and ranked by their relative epithelial-mesenchymal plasticity. RNA-sequencing was performed on 100 pre-treatment biopsies. After RNA-sequencing, Ridge regression analysis was applied to correlate gene expression to ranked plasticity, and models were developed to predict mesenchymal transitions in patients. Plasticity score predictions of the three highest significant predictive models were projected on the pre-treatment biopsies and related to clinical outcome data. Motif enrichment analysis of the genes associated with all three models was performed. RESULTS: This study reveals NANOG as the key associated transcription factor predicting mesenchymal plasticity in EAC. Expression of NANOG in pre-treatment biopsies is highly associated with poor response to neoadjuvant chemoradiation, the occurrence of recurrences, and median overall survival difference in EAC patients (>48 months). Perturbation of NANOG reduces plasticity and resensitizes cell lines, organoid cultures, and patient-derived in vivo grafts. CONCLUSIONS: In conclusion, NANOG is a key transcription factor in mesenchymal plasticity in EAC and a promising predictive marker for outcome.


Esophageal cancer is the sixth most common cause of cancer-related death worldwide. Although chemotherapy combined with radiotherapy (chemoradiotherapy) followed by surgery has improved survival, tumor recurrence and metastatic disease (that has spread to other parts of the body) are often observed after several months. In this study, we assessed the effect of chemoradiotherapy on esophageal cells in the lab to predict the effect in patients with esophageal cancer. To investigate this, genes were assessed from 12 different cell lines and 100 patient tissues. We revealed that levels of one of the genes, NANOG, associates with poor response in patients. NANOG could be a promising marker to predict outcome in patients with esophageal cancer. This knowledge might help clinicians to treat patients with esophageal cancer appropriately, or may lead to new or optimized treatments.

2.
Cancer Immunol Res ; 12(6): 759-778, 2024 Jun 04.
Article in English | MEDLINE | ID: mdl-38573707

ABSTRACT

Identification of immunogenic cancer neoantigens as targets for therapy is challenging. Here, we integrate the whole-genome and long-read transcript sequencing of cancers to identify the collection of neo-open reading frame peptides (NOP) expressed in tumors. We termed this collection of NOPs the tumor framome. NOPs represent tumor-specific peptides that are different from wild-type proteins and may be strongly immunogenic. We describe a class of hidden NOPs that derive from structural genomic variants involving an upstream protein coding gene driving expression and translation of noncoding regions of the genome downstream of a rearrangement breakpoint, i.e., where no gene annotation or evidence for transcription exists. The entire collection of NOPs represents a vast number of possible neoantigens particularly in tumors with many structural genomic variants and a low number of missense mutations. We show that NOPs are immunogenic and epitopes derived from NOPs can bind to MHC class I molecules. Finally, we provide evidence for the presence of memory T cells specific for hidden NOPs in peripheral blood from a patient with lung cancer. This work highlights NOPs as a major source of possible neoantigens for personalized cancer immunotherapy and provides a rationale for analyzing the complete cancer genome and transcriptome as a basis for the detection of NOPs.


Subject(s)
Antigens, Neoplasm , Immunotherapy , Neoplasms , Open Reading Frames , Humans , Antigens, Neoplasm/immunology , Antigens, Neoplasm/genetics , Immunotherapy/methods , Neoplasms/immunology , Neoplasms/therapy , Peptides/immunology
3.
Oncoimmunology ; 12(1): 2233403, 2023.
Article in English | MEDLINE | ID: mdl-37470057

ABSTRACT

The analysis of peripheral blood mononuclear cells (PBMCs) by flow cytometry holds promise as a platform for immune checkpoint inhibition (ICI) biomarker identification. Our aim was to characterize the systemic immune compartment in resectable esophageal adenocarcinoma patients treated with neoadjuvant ICI therapy. In total, 24 patients treated with neoadjuvant chemoradiotherapy (nCRT) and anti-PD-L1 (atezolizumab) from the PERFECT study (NCT03087864) were included and 26 patients from a previously published nCRT cohort. Blood samples were collected at baseline, on-treatment, before and after surgery. Response groups for comparison were defined as pathological complete responders (pCR) or patients with pathological residual disease (non-pCR). Based on multicolor flow cytometry of PBMCs, an immunosuppressive phenotype was observed in the non-pCR group of the PERFECT cohort, characterized by a higher percentage of regulatory T cells (Tregs), intermediate monocytes, and a lower percentage of type-2 conventional dendritic cells. A further increase in activated Tregs was observed in non-pCR patients on-treatment. These findings were not associated with a poor response in the nCRT cohort. At baseline, immunosuppressive cytokines were elevated in the non-pCR group of the PERFECT study. The suppressive subsets correlated at baseline with a Wnt/ß-Catenin gene expression signature and on-treatment with epithelial-mesenchymal transition and angiogenesis signatures from tumor biopsies. After surgery monocyte activation (CD40), low CD8+Ki67+ T cell rates, and the enrichment of CD206+ monocytes were related to early recurrence. These findings highlight systemic barriers to effective ICI and the need for optimized treatment regimens.


Subject(s)
Adenocarcinoma , Esophageal Neoplasms , Immune Checkpoint Inhibitors , Humans , Adenocarcinoma/drug therapy , Adenocarcinoma/pathology , Esophageal Neoplasms/drug therapy , Leukocytes, Mononuclear , Monitoring, Immunologic , Neoadjuvant Therapy , Treatment Outcome , Immune Checkpoint Inhibitors/therapeutic use
4.
Cell Rep ; 42(6): 112581, 2023 06 27.
Article in English | MEDLINE | ID: mdl-37269289

ABSTRACT

Pancreatic ductal adenocarcinoma (PDAC) is a devastating disease with a limited set of known driver mutations but considerable cancer cell heterogeneity. Phosphoproteomics provides a readout of aberrant signaling and has the potential to identify new targets and guide treatment decisions. Using two-step sequential phosphopeptide enrichment, we generate a comprehensive phosphoproteome and proteome of nine PDAC cell lines, encompassing more than 20,000 phosphosites on 5,763 phospho-proteins, including 316 protein kinases. By using integrative inferred kinase activity (INKA) scoring, we identify multiple (parallel) activated kinases that are subsequently matched to kinase inhibitors. Compared with high-dose single-drug treatments, INKA-tailored low-dose 3-drug combinations against multiple targets demonstrate superior efficacy against PDAC cell lines, organoid cultures, and patient-derived xenografts. Overall, this approach is particularly more effective against the aggressive mesenchymal PDAC model compared with the epithelial model in both preclinical settings and may contribute to improved treatment outcomes in PDAC patients.


Subject(s)
Carcinoma, Pancreatic Ductal , Pancreatic Neoplasms , Humans , Cell Line, Tumor , Carcinoma, Pancreatic Ductal/genetics , Pancreatic Neoplasms/genetics , Drug Combinations , Pancreatic Neoplasms
5.
Int J Cancer ; 152(3): 511-523, 2023 02 01.
Article in English | MEDLINE | ID: mdl-36069222

ABSTRACT

Pancreatic ductal adenocarcinoma (PDAC) is characterized by abundant stroma, the main cellular constituents of which are cancer-associated fibroblasts (CAFs). Stroma-targeting agents have been proposed to improve the poor outcome of current treatments. However, clinical trials using these agents showed disappointing results. Heterogeneity in the PDAC CAF population was recently delineated demonstrating that both tumor-promoting and tumor-suppressive activities co-exist in the stroma. Here, we aimed to identify biomarkers for the CAF population that contribute to a favorable outcome. RNA-sequencing reads from patient-derived xenografts (PDXs) were mapped to the human and mouse genome to allocate the expression of genes to the tumor or stroma. Survival meta-analysis for stromal genes was performed and applied to human protein atlas data to identify circulating biomarkers. The candidate protein was perturbed in co-cultures and assessed in existing and novel single-cell gene expression analysis from control, pancreatitis, pancreatitis-recovered and PDAC mouse models. Serum levels of the candidate biomarker were measured in two independent cohorts totaling 148 PDAC patients and related them to overall survival. Osteoglycin (OGN) was identified as a candidate serum prognostic marker. Single-cell analysis indicated that Ogn is derived from a subgroup of inflammatory CAFs. Ogn-expressing fibroblasts are distinct from resident healthy pancreatic stellate cells and arise during pancreatitis. Serum OGN levels were prognostic for favorable overall survival in two independent PDAC cohorts (HR = 0.47, P = .042 and HR = 0.53, P = .006). Altogether, we conclude that high circulating OGN levels inform on a previously unrecognized subgroup of CAFs and predict favorable outcomes in resectable PDAC.


Subject(s)
Cancer-Associated Fibroblasts , Carcinoma, Pancreatic Ductal , Pancreatic Neoplasms , Pancreatitis , Humans , Mice , Animals , Pancreatic Neoplasms/drug therapy , Pancreatic Neoplasms/genetics , Pancreatic Neoplasms/metabolism , Carcinoma, Pancreatic Ductal/drug therapy , Carcinoma, Pancreatic Ductal/genetics , Carcinoma, Pancreatic Ductal/metabolism , Cancer-Associated Fibroblasts/metabolism , Pancreatitis/pathology , Tumor Microenvironment , Pancreatic Neoplasms
6.
Cell Rep Med ; 3(11): 100802, 2022 11 15.
Article in English | MEDLINE | ID: mdl-36334593

ABSTRACT

Neoadjuvant chemoradiotherapy (nCRT) improves outcomes in resectable esophageal adenocarcinoma (EAC), but acquired resistance precludes long-term efficacy. Here, we delineate these resistance mechanisms. RNA sequencing on matched patient samples obtained pre-and post-neoadjuvant treatment reveal that oxidative phosphorylation was the most upregulated of all biological programs following nCRT. Analysis of patient-derived models confirms that mitochondrial content and oxygen consumption strongly increase in response to nCRT and that ionizing radiation is the causative agent. Bioinformatics identifies estrogen-related receptor alpha (ESRRA) as the transcription factor responsible for reprogramming, and overexpression and silencing of ESRRA functionally confirm that its downstream metabolic rewiring contributes to resistance. Pharmacological inhibition of ESRRA successfully sensitizes EAC organoids and patient-derived xenografts to radiation. In conclusion, we report a profound metabolic rewiring following chemoradiation and demonstrate that its inhibition resensitizes EAC cells to radiation. These findings hold broader relevance for other cancer types treated with radiation as well.


Subject(s)
Drug Resistance, Neoplasm , Esophageal Neoplasms , Neoadjuvant Therapy , Organelle Biogenesis , Receptors, Estrogen , Humans , Esophageal Neoplasms/therapy , Mitochondria , Receptors, Estrogen/metabolism , Animals , ERRalpha Estrogen-Related Receptor
7.
BMC Cancer ; 22(1): 394, 2022 Apr 12.
Article in English | MEDLINE | ID: mdl-35413826

ABSTRACT

BACKGROUND: Recently it has been recognized that stromal markers could be used as a clinically relevant biomarker for therapy response and prognosis. Here, we report on a serum marker for stromal activation, A Disintegrin and Metalloprotease 12 (ADAM12) in colorectal cancer (CRC). METHODS: Using gene expression databases we investigated ADAM12 expression in CRC and delineated the source of ADAM12 expression. The clinical value of ADAM12 was retrospectively assessed in the CAIRO2 trial in metastatic CRC with 235 patients (31% of total cohort), and an independent rectal cancer cohort (n = 20). RESULTS: ADAM12 is expressed by activated CRC associated fibroblasts. In the CAIRO2 trial cohort, ADAM12 serum levels were prognostic (ADAM12 low versus ADAM12 high; median OS 25.3 vs. 17.1 months, HR 1.48 [95% CI 1.11-1.96], P = 0.007). The prognostic potential was specifically high for metastatic rectal cancer (HR 1.78 [95% CI 1.06-3.00], P = 0.030) and mesenchymal subtype tumors (HR 2.12 [95% CI 1.25-3.60], P = 0.004). ADAM12 also showed potential for predicting recurrence in an exploratory analysis of non-metastatic rectal cancers. CONCLUSIONS: Here we describe a non-invasive marker for activated stroma in CRC which associates with poor outcome, especially for primary cancers located in the rectum.


Subject(s)
Cancer-Associated Fibroblasts , Colonic Neoplasms , Colorectal Neoplasms , Rectal Neoplasms , ADAM12 Protein/genetics , ADAM12 Protein/metabolism , Biomarkers , Biomarkers, Tumor/genetics , Biomarkers, Tumor/metabolism , Cancer-Associated Fibroblasts/metabolism , Colorectal Neoplasms/pathology , Humans , Prognosis , Retrospective Studies
8.
Cell Rep ; 37(3): 109852, 2021 10 19.
Article in English | MEDLINE | ID: mdl-34686335

ABSTRACT

Effective treatments for pancreatic ductal adenocarcinoma (PDAC) are lacking, and targeted agents have demonstrated limited efficacy. It has been speculated that a rare population of cancer stem cells (CSCs) drives growth, therapy resistance, and rapid metastatic progression in PDAC. These CSCs demonstrate high clonogenicity in vitro and tumorigenic potential in vivo. However, their relevance in established PDAC tissue has not been determined. Here, we use marker-independent stochastic clonal labeling, combined with quantitative modeling of tumor expansion, to uncover PDAC tissue growth dynamics. We find that in contrast to the CSC model, all PDAC cells display clonogenic potential in situ. Furthermore, the proximity to activated cancer-associated fibroblasts determines tumor cell clonogenicity. This means that the microenvironment is dominant in defining the clonogenic activity of PDAC cells. Indeed, manipulating the stroma by Hedgehog pathway inhibition alters the tumor growth mode, revealing that tumor-stroma crosstalk shapes tumor growth dynamics and clonal architecture.


Subject(s)
Carcinoma, Pancreatic Ductal/pathology , Cell Lineage , Neoplastic Stem Cells/pathology , Pancreatic Neoplasms/pathology , Tumor Microenvironment , Anilides/pharmacology , Animals , Antineoplastic Agents/pharmacology , Cancer-Associated Fibroblasts/metabolism , Cancer-Associated Fibroblasts/pathology , Carcinoma, Pancreatic Ductal/drug therapy , Carcinoma, Pancreatic Ductal/genetics , Carcinoma, Pancreatic Ductal/metabolism , Cell Communication , Cell Line, Tumor , Cell Proliferation , Female , Hedgehog Proteins/antagonists & inhibitors , Hedgehog Proteins/metabolism , Humans , Male , Mice, Inbred NOD , Mice, Nude , Mice, SCID , Neoplastic Stem Cells/drug effects , Neoplastic Stem Cells/metabolism , Pancreatic Neoplasms/drug therapy , Pancreatic Neoplasms/genetics , Pancreatic Neoplasms/metabolism , Pyridines/pharmacology , Signal Transduction , Stromal Cells/metabolism , Stromal Cells/pathology , Time Factors , Tumor Burden , Xenograft Model Antitumor Assays
9.
HPB (Oxford) ; 23(12): 1886-1896, 2021 12.
Article in English | MEDLINE | ID: mdl-34103247

ABSTRACT

BACKGROUND: We evaluated the stroma marker A Disintegrin And Metalloprotease 12 (ADAM12) as a preoperative prognostic and treatment-predictive marker for overall survival (OS) in pancreatic ductal adenocarcinoma (PDAC) and periampullary cancers. METHODS: Materials were derived from the prospective nationwide Dutch Pancreas Biobank (2015-2017). We included patients who underwent resection because of PDAC/periampullary cancer or non-invasive IPMN (control group) and had a preoperative serum sample available. ADAM12 levels were dichotomized using a pre-defined cut-off (316 pg/mL). Univariable and multivariable Cox regression analyses (backward selection) were performed. RESULTS: Median ADAM12 levels were 161 (IQR 79-352) pg/mL in 215 PDAC and periampullary adenocarcinomas. High ADAM12 levels (>316 pg/mL) predicted poor OS in the total group of pancreatic and periampullary adenocarcinomas (P = 0.04), but not after adjustment. In distal cholangiocarcinoma (n = 33), high ADAM12 levels predicted poor OS in univariable analysis (P = 0.02), but not in PDAC (P = 0.63). PDAC patients (n = 135) with high ADAM12 levels benefited from adjuvant treatment (median OS 27 vs 14 months, P = 0.02), whereas those with low levels did not (21 vs 21 months, P = 0.87). CONCLUSION: High circulating ADAM12 levels, as a proxy for activated stroma, predict survival benefit from adjuvant chemotherapy in PDAC, requiring validation in future studies.


Subject(s)
ADAM12 Protein/blood , Adenocarcinoma , Carcinoma, Pancreatic Ductal , Pancreatic Neoplasms , Adenocarcinoma/drug therapy , Adenocarcinoma/surgery , Carcinoma, Pancreatic Ductal/drug therapy , Carcinoma, Pancreatic Ductal/surgery , Humans , Pancreas , Pancreatic Neoplasms/drug therapy , Pancreatic Neoplasms/surgery , Prognosis , Prospective Studies , Retrospective Studies
10.
EBioMedicine ; 64: 103160, 2021 Feb.
Article in English | MEDLINE | ID: mdl-33516644

ABSTRACT

BACKGROUND: Gemcitabine is a frequently used chemotherapeutic agent but its effects on the immune system are incompletely understood. Recently, the randomized NVALT19-trial revealed that maintenance gemcitabine after first-line chemotherapy significantly prolonged progression-free survival (PFS) compared to best supportive care (BSC) in malignant mesothelioma. Whether these effects are paralleled by changes in circulating immune cell subsets is currently unknown. These analyses could offer improved mechanistic insights into the effects of gemcitabine on the host and guide development of effective combination therapies in mesothelioma. METHODS: We stained peripheral blood mononuclear cells (PBMCs) and myeloid-derived suppressor cells (MDSCs) at baseline and 3 weeks following start of gemcitabine or BSC treatment in a subgroup of mesothelioma patients included in the NVALT19-trial. In total, 24 paired samples including both MDSCs and PBMCs were included. We performed multicolour flow-cytometry to assess co-inhibitory and-stimulatory receptor- and cytokine expression and matched these parameters with PFS and OS. FINDINGS: Gemcitabine treatment was significantly associated with an increased NK-cell- and decreased T-regulatory cell proliferation whereas the opposite occurred in control patients. Furthermore, myeloid-derived suppressor cells (MDSCs) frequencies were lower in gemcitabine-treated patients and this correlated with increased T-cell proliferation following treatment. Whereas gemcitabine variably altered co-inhibitory receptor expression, co-stimulatory molecules including ICOS, CD28 and HLA-DR were uniformly increased across CD4+ T-helper, CD8+ T- and NK-cells. Although preliminary in nature, the increase in NK-cell proliferation and PD-1 expression in T cells following gemcitabine treatment was associated with improved PFS and OS. INTERPRETATION: Gemcitabine treatment was associated with widespread effects on circulating immune cells of mesothelioma patients with responding patients displaying increased NK-cell and PD-1 + T-cell proliferation. These exploratory data provide a platform for future on treatment-biomarker development and novel combination treatment strategies.


Subject(s)
Deoxycytidine/analogs & derivatives , Immunomodulation/drug effects , Mesothelioma/immunology , Monitoring, Immunologic , Antimetabolites, Antineoplastic/pharmacology , Antimetabolites, Antineoplastic/therapeutic use , Cytokines/metabolism , Deoxycytidine/pharmacology , Deoxycytidine/therapeutic use , Humans , Immunosuppressive Agents/pharmacology , Killer Cells, Natural/drug effects , Killer Cells, Natural/immunology , Killer Cells, Natural/metabolism , Leukocytes, Mononuclear/drug effects , Leukocytes, Mononuclear/immunology , Leukocytes, Mononuclear/metabolism , Lymphocyte Activation/drug effects , Lymphocyte Activation/immunology , Mesothelioma/diagnosis , Mesothelioma/drug therapy , Mesothelioma/mortality , Myeloid-Derived Suppressor Cells/drug effects , Myeloid-Derived Suppressor Cells/immunology , Myeloid-Derived Suppressor Cells/metabolism , Prognosis , Treatment Outcome , Gemcitabine
11.
Cell Oncol (Dordr) ; 43(6): 1161-1174, 2020 Dec.
Article in English | MEDLINE | ID: mdl-32809114

ABSTRACT

PURPOSE: Targeting tumor-infiltrating macrophages limits progression and improves chemotherapeutic responses in pancreatic ductal adenocarcinoma (PDAC). Protease-activated receptor (PAR)1 drives monocyte/macrophage recruitment, and stromal ablation of PAR1 limits cancer growth and enhances gemcitabine sensitivity in experimental PDAC. However, the functional interplay between PAR1, macrophages and tumor cells remains unexplored. Here we address the PAR1-macrophage-tumor cell crosstalk and assess its contributions to tumor progression. METHODS: PAR1 expression and macrophage infiltration were correlated in primary PDAC biopsies using gene expression datasets and tissue microarrays. Medium transfer experiments were used to evaluate the functional consequences of macrophage-tumor cell crosstalk and to assess the contribution of PAR1 to the observed responses. PAR1 cleavage assays were used to identify a macrophage-secreted PAR1 agonist, and the effects of candidate proteases were assessed in medium transfer experiments with specific inhibitors and/or recombinant agonist. RESULTS: PAR1 expression correlates with macrophage infiltration in primary PDACs, and macrophages induce mesenchymal transition of PDAC cells through PAR1 activation. Protease profiling identified macrophage-secreted matrix metalloprotease 9 (MMP9) as the relevant PAR1 agonist in PDAC. PAR1 and/or MMP9 inhibition limited macrophage-driven mesenchymal transition. Likewise, preventing mesenchymal transition by silencing ZEB1 or by pharmacological inhibition of the MMP9/PAR1 axis significantly reduced the ability of tumor cells to survive the anti-tumor activities of macrophages. CONCLUSION: Macrophages secrete MMP9, which acts upon PDAC cell PAR1 to induce mesenchymal transition. This macrophage-induced mesenchymal transition supports the tumor-promoting role of macrophage influx, explaining the dichotomous contributions of these immune cells to tumor growth.


Subject(s)
Epithelial-Mesenchymal Transition , Macrophages/metabolism , Matrix Metalloproteinase 9/metabolism , Pancreatic Neoplasms/enzymology , Pancreatic Neoplasms/pathology , Receptor, PAR-1/metabolism , Biomarkers, Tumor/metabolism , Cell Death , Cell Line, Tumor , Cell Survival , Gene Expression Regulation, Neoplastic , Humans , Pancreatic Neoplasms/genetics , Signal Transduction
12.
EMBO Rep ; 21(5): e48780, 2020 05 06.
Article in English | MEDLINE | ID: mdl-32173982

ABSTRACT

Pancreatic ductal adenocarcinoma (PDAC) is characterized by an abundance of stroma. Multiple molecular classification efforts have identified a mesenchymal tumor subtype that is consistently characterized by high-grade growth and poor clinical outcome. The relation between PDAC stroma and tumor subtypes is still unclear. Here, we aimed to identify how PDAC cells instruct the main cellular component of stroma, the pancreatic stellate cells (PSCs). We found in primary tissue that high-grade PDAC had reduced collagen deposition compared to low-grade PDAC. Xenografts and organotypic co-cultures established from mesenchymal-like PDAC cells featured reduced collagen and activated PSC content. Medium transfer experiments using a large set of PDAC cell lines revealed that mesenchymal-like PDAC cells consistently downregulated ACTA2 and COL1A1 expression in PSCs and reduced proliferation. We identified colony-stimulating factor 1 as the mesenchymal PDAC-derived ligand that deactivates PSCs, and inhibition of its receptor CSF1R was able to counteract this effect. In conclusion, high-grade PDAC features stroma that is low in collagen and activated PSC content, and targeting CSF1R offers direct options to maintain a tumor-restricting microenvironment.


Subject(s)
Carcinoma, Pancreatic Ductal , Pancreatic Neoplasms , Carcinoma, Pancreatic Ductal/genetics , Cell Line, Tumor , Cell Movement , Humans , Macrophage Colony-Stimulating Factor/genetics , Pancreatic Neoplasms/genetics , Pancreatic Stellate Cells , Stromal Cells , Tumor Microenvironment
13.
Sci Rep ; 10(1): 337, 2020 01 15.
Article in English | MEDLINE | ID: mdl-31941932

ABSTRACT

Pancreatic ductal adenocarcinoma (PDAC) has the worst prognosis of all common cancers. However, divergent outcomes exist between patients, suggesting distinct underlying tumor biology. Here, we delineated this heterogeneity, compared interconnectivity between classification systems, and experimentally addressed the tumor biology that drives poor outcome. RNA-sequencing of 90 resected specimens and unsupervised classification revealed four subgroups associated with distinct outcomes. The worst-prognosis subtype was characterized by mesenchymal gene signatures. Comparative (network) analysis showed high interconnectivity with previously identified classification schemes and high robustness of the mesenchymal subtype. From species-specific transcript analysis of matching patient-derived xenografts we constructed dedicated classifiers for experimental models. Detailed assessments of tumor growth in subtyped experimental models revealed that a highly invasive growth pattern of mesenchymal subtype tumor cells is responsible for its poor outcome. Concluding, by developing a classification system tailored to experimental models, we have uncovered subtype-specific biology that should be further explored to improve treatment of a group of PDAC patients that currently has little therapeutic benefit from surgical treatment.


Subject(s)
Carcinoma, Pancreatic Ductal/pathology , Pancreatic Neoplasms/pathology , Adult , Aged , Aged, 80 and over , Animals , Carcinoma, Pancreatic Ductal/classification , Carcinoma, Pancreatic Ductal/genetics , Carcinoma, Pancreatic Ductal/mortality , Female , Humans , Kaplan-Meier Estimate , Male , Mice , Middle Aged , Pancreatic Neoplasms/classification , Pancreatic Neoplasms/genetics , Pancreatic Neoplasms/mortality , Prognosis , Proportional Hazards Models , Sequence Analysis, RNA , Tandem Repeat Sequences , Transplantation, Heterologous , Pancreatic Neoplasms
14.
Int J Cancer ; 146(5): 1445-1456, 2020 03 01.
Article in English | MEDLINE | ID: mdl-31340061

ABSTRACT

Circulating tumor DNA (ctDNA) is assumed to reflect tumor burden and has been suggested as a tool for prognostication and follow-up in patients with metastatic pancreatic ductal adenocarcinoma (mPDAC). However, the prognostic value of ctDNA and its relation with tumor burden has yet to be substantiated, especially in mPDAC. In this retrospective analysis of prospectively collected samples, cell-free DNA from plasma samples of 58 treatment-naive mPDAC patients was isolated and sequenced using a custom-made pancreatobiliary NGS panel. Pathogenic mutations were detected in 26/58 (44.8%) samples. Cross-check with droplet digital PCR showed good agreement in Bland-Altman analysis (p = 0.217, nonsignificance indicating good agreement). In patients with liver metastases, ctDNA was more frequently detected (24/37, p < 0.001). Tumor volume (3D reconstructions from imaging) and ctDNA variant allele frequency (VAF) were correlated (Spearman's ρ = 0.544, p < 0.001). Median overall survival (OS) was 3.2 (95% confidence interval [CI] 1.6-4.9) versus 8.4 (95% CI 1.6-15.1) months in patients with detectable versus undetectable ctDNA (p = 0.005). Both ctDNA VAF and tumor volume independently predicted OS after adjustment for carbohydrate antigen 19.9 and treatment regimen (hazard ratio [HR] 1.05, 95% CI 1.01-1.09, p = 0.005; HR 1.00, 95% CI 1.01-1.05, p = 0.003). In conclusion, our study showed that ctDNA detection rates are higher in patients with larger tumor volume and liver metastases. Nevertheless, measurements may diverge and, thus, can provide complementary information. Both ctDNA VAF and tumor volume were strong predictors of OS.


Subject(s)
Biomarkers, Tumor/blood , Carcinoma, Pancreatic Ductal/mortality , Circulating Tumor DNA/blood , Liver Neoplasms/mortality , Pancreatic Neoplasms/mortality , Tumor Burden , Aged , Biomarkers, Tumor/isolation & purification , Carcinoma, Pancreatic Ductal/blood , Carcinoma, Pancreatic Ductal/secondary , Circulating Tumor DNA/isolation & purification , Female , Follow-Up Studies , High-Throughput Nucleotide Sequencing , Humans , Liver Neoplasms/blood , Liver Neoplasms/secondary , Male , Middle Aged , Pancreatic Neoplasms/blood , Pancreatic Neoplasms/pathology , Prognosis , Prospective Studies , Retrospective Studies
15.
Cancers (Basel) ; 11(6)2019 Jun 14.
Article in English | MEDLINE | ID: mdl-31207904

ABSTRACT

First-line triplet chemotherapy including a taxane may prolong survival in patients with metastatic esophagogastric cancer. The added toxicity of the taxane might be minimized by using nab-paclitaxel. The aim of this phase I study was to determine the feasibility of combining nab-paclitaxel with the standard of care in the Netherlands, capecitabine and oxaliplatin (CapOx). Patients with metastatic esophagogastric adenocarcinoma received oxaliplatin 65 mg/m2 on days 1 and 8, and capecitabine 1000 mg/m2 bid on days 1-14 in a 21-day cycle, with nab-paclitaxel on days 1 and 8 at four dose levels (60, 80, 100, and 120 mg/m2, respectively), using a standard 3 + 3 dose escalation phase, followed by a safety expansion cohort. Baseline tissue and serum markers for activated tumor stroma were assessed as biomarkers for response and survival. Twenty-six patients were included. The first two dose-limiting toxicities (i.e., diarrhea and dehydration) occurred at dose level 3. The resulting maximum tolerable dose (MTD) of 80 mg/m2 was used in the expansion cohort, but was reduced to 60 mg/m2 after three out of eight patients experienced diarrhea grade 3. The objective response rate was 54%. The median progression-free (PFS) and overall survival were 8.0 and 12.8 months, respectively. High baseline serum ADAM12 was associated with a significantly shorter PFS (p = 0.011). In conclusion, albeit that the addition of nab-paclitaxel 60 mg/m2 to CapOx may be better tolerated than other taxane triplets, relevant toxicity was observed. There is a rationale for preserving taxanes for later-line treatment. ADAM12 is a potential biomarker to predict survival, and warrants further investigation.

16.
Int J Cancer ; 145(10): 2792-2803, 2019 11 15.
Article in English | MEDLINE | ID: mdl-31018252

ABSTRACT

Multimodality treatment has advanced the outcome of esophageal adenocarcinoma (EAC), but overall survival remains poor. Therapeutic pressure activates effective resistance mechanisms and we characterized these mechanisms in response to the currently used neoadjuvant treatment against EAC: carboplatin, paclitaxel and radiotherapy. We developed an in vitro approximation of this regimen and applied it to primary patient-derived cultures. We observed a heterogeneous epithelial-to-mesenchymal (EMT) response to the high therapeutic pressure exerted by chemoradiation. We found EMT to be initiated by the autocrine production and response to transforming growth factor beta (TGF-ß) of EAC cells. Inhibition of TGF-ß ligands effectively abolished chemoradiation-induced EMT. Assessment of TGF-ß serum levels in EAC patients revealed that high levels after neoadjuvant treatment predicted the presence of fluorodeoxyglucose uptake in lymph nodes on the post-chemoradiation positron emission tomography-scan. Our study shows that chemoradiation contributes to resistant metastatic disease in EAC patients by inducing EMT via autocrine TGF-ß production. Monitoring TGF-ß serum levels during treatment could identify those patients at risk of developing metastatic disease, and who would likely benefit from TGF-ß targeting therapy.


Subject(s)
Adenocarcinoma/therapy , Antineoplastic Combined Chemotherapy Protocols/pharmacology , Drug Resistance, Neoplasm/drug effects , Epithelial-Mesenchymal Transition/drug effects , Esophageal Neoplasms/therapy , Transforming Growth Factor beta/antagonists & inhibitors , Adenocarcinoma/blood , Adenocarcinoma/mortality , Adult , Aged , Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Carboplatin/pharmacology , Carboplatin/therapeutic use , Cell Line, Tumor , Chemoradiotherapy/methods , Disease Progression , Drug Resistance, Neoplasm/radiation effects , Epithelial-Mesenchymal Transition/radiation effects , Esophageal Mucosa/diagnostic imaging , Esophageal Mucosa/pathology , Esophageal Neoplasms/blood , Esophageal Neoplasms/mortality , Esophagectomy , Female , Fluorodeoxyglucose F18 , Humans , Kaplan-Meier Estimate , Lymph Nodes/diagnostic imaging , Lymph Nodes/pathology , Male , Middle Aged , Neoadjuvant Therapy/methods , Paclitaxel/pharmacology , Paclitaxel/therapeutic use , Positron-Emission Tomography , Primary Cell Culture , Progression-Free Survival , Signal Transduction/drug effects , Signal Transduction/radiation effects , Transforming Growth Factor beta/blood , Transforming Growth Factor beta/metabolism , Treatment Outcome , Xenograft Model Antitumor Assays
17.
Proc Natl Acad Sci U S A ; 116(6): 2237-2242, 2019 02 05.
Article in English | MEDLINE | ID: mdl-30670657

ABSTRACT

Esophageal adenocarcinoma (EAC) has a dismal prognosis, and survival benefits of recent multimodality treatments remain small. Cancer-associated fibroblasts (CAFs) are known to contribute to poor outcome by conferring therapy resistance to various cancer types, but this has not been explored in EAC. Importantly, a targeted strategy to circumvent CAF-induced resistance has yet to be identified. By using EAC patient-derived CAFs, organoid cultures, and xenograft models we identified IL-6 as the stromal driver of therapy resistance in EAC. IL-6 activated epithelial-to-mesenchymal transition in cancer cells, which was accompanied by enhanced treatment resistance, migratory capacity, and clonogenicity. Inhibition of IL-6 restored drug sensitivity in patient-derived organoid cultures and cell lines. Analysis of patient gene expression profiles identified ADAM12 as a noninflammation-related serum-borne marker for IL-6-producing CAFs, and serum levels of this marker predicted unfavorable responses to neoadjuvant chemoradiation in EAC patients. These results demonstrate a stromal contribution to therapy resistance in EAC. This signaling can be targeted to resensitize EAC to therapy, and its activity can be measured using serum-borne markers.


Subject(s)
Adenocarcinoma/metabolism , Adenocarcinoma/pathology , Cancer-Associated Fibroblasts/metabolism , Drug Resistance, Neoplasm , Epithelial-Mesenchymal Transition , Esophageal Neoplasms/metabolism , Esophageal Neoplasms/pathology , Interleukin-6/metabolism , Radiation Tolerance , Stromal Cells/metabolism , Adenocarcinoma/therapy , Animals , Antineoplastic Agents/pharmacology , Cell Line, Tumor , Cell Movement/drug effects , Cell Movement/radiation effects , Disease Models, Animal , Dose-Response Relationship, Drug , Dose-Response Relationship, Radiation , Epithelial-Mesenchymal Transition/genetics , Esophageal Neoplasms/therapy , Humans , Mice , Tissue Culture Techniques , Xenograft Model Antitumor Assays
18.
Cell Oncol (Dordr) ; 41(4): 427-437, 2018 Aug.
Article in English | MEDLINE | ID: mdl-29869097

ABSTRACT

PURPOSE: Basal cell carcinoma (BCC) is one of the most common skin cancers, and is typically driven by an aberrantly activated Hedgehog (Hh) pathway. The Hh pathway is regulated by interactions between the Patched-1 (Ptch1) and Smoothened (Smo) receptors. Smo is an activating receptor and is subject to inhibition by Ptch1. Following ligand binding to Ptch1, its inhibitory action is relieved and pathway activation occurs. This receptor interaction is pivotal to restraining uncontrolled cellular growth. Both receptors have been found to be frequently mutated in BCCs. Ptch2 is a Ptch1 paralog that exhibits overlapping functions in both normal development and tissue homeostasis. As yet, its contribution to cancer growth is poorly defined. Here we set out to assess how Ptch2 inhibits BCC growth. METHODS: We used several in vitro readouts for transcriptional and chemotactic Hh signaling in BCC-derived ASZ001 cells, and a novel xenograft model to assess in vivo BCC tumor growth. Gene editing by TALEN was used to untangle the different Ptch2-dependent responses to its ligand sonic hedgehog (Shh). RESULTS: We first defined the signaling competence of Ptch2 in Ptch1-deficient ASZ001 cells in vitro, and found that Ptch2 ligand binding drives their migration rather than eliciting a transcriptional response. We found that subsequent targeting of Ptch2 abrogated the chemotaxic effect. Next, we tested the contribution of Ptch2 to in vivo tumor growth using a xenograft model and found that reduced Ptch function results in increased tumor growth, but that selective pressure appatently acts against complete Ptch2 ablation. CONCLUSIONS: We conclude that like Ptch1, Ptch2 exerts a tumor-suppressive function in BCC cells, and that after targeting of both paralogs, ligand-independent activation of the Hh pathway contributes to tumor growth.


Subject(s)
Patched-1 Receptor/metabolism , Patched-2 Receptor/metabolism , Skin Neoplasms/metabolism , Animals , Carcinoma, Basal Cell/genetics , Carcinoma, Basal Cell/metabolism , Cell Line, Tumor , Cell Survival/genetics , Cell Survival/physiology , Humans , Mice , Patched-1 Receptor/genetics , Patched-2 Receptor/genetics , Reverse Transcriptase Polymerase Chain Reaction , Signal Transduction/genetics , Signal Transduction/physiology , Skin Neoplasms/genetics
19.
Clin Cancer Res ; 24(4): 766-776, 2018 02 15.
Article in English | MEDLINE | ID: mdl-29233904

ABSTRACT

Purpose: Mesothelioma has been regarded as a nonimmunogenic tumor, which is also shown by the low response rates to treatments targeting the PD-1/PD-L1 axis. Previously, we demonstrated that autologous tumor lysate-pulsed dendritic cell (DC) immunotherapy increased T-cell response toward malignant mesothelioma. However, the use of autologous tumor material hampers implementation in large clinical trials, which might be overcome by using allogeneic tumor cell lines as tumor antigen source. The purpose of this study was to investigate whether allogeneic lysate-pulsed DC immunotherapy is effective in mice and safe in humans.Experimental Design: First, in two murine mesothelioma models, mice were treated with autologous DCs pulsed with either autologous or allogeneic tumor lysate or injected with PBS (negative control). Survival and tumor-directed T-cell responses of these mice were monitored. Results were taken forward in a first-in-human clinical trial, in which 9 patients were treated with 10, 25, or 50 million DCs per vaccination. DC vaccination consisted of autologous monocyte-derived DCs pulsed with tumor lysate from five mesothelioma cell lines.Results: In mice, allogeneic lysate-pulsed DC immunotherapy induced tumor-specific T cells and led to an increased survival, to a similar extent as DC immunotherapy with autologous tumor lysate. In the first-in-human clinical trial, no dose-limiting toxicities were established and radiographic responses were observed. Median PFS was 8.8 months [95% confidence interval (CI), 4.1-20.3] and median OS not reached (median follow-up = 22.8 months).Conclusions: DC immunotherapy with allogeneic tumor lysate is effective in mice and safe and feasible in humans. Clin Cancer Res; 24(4); 766-76. ©2017 AACR.


Subject(s)
Allogeneic Cells/immunology , Cancer Vaccines/immunology , Dendritic Cells/immunology , Immunotherapy/methods , Lung Neoplasms/therapy , Mesothelioma/therapy , Aged , Animals , Autografts , Cancer Vaccines/administration & dosage , Cell Extracts/immunology , Cell Line, Tumor , Cells, Cultured , Female , Humans , Lung Neoplasms/immunology , Male , Mesothelioma/immunology , Mesothelioma, Malignant , Mice, Inbred BALB C , Mice, Inbred CBA , Middle Aged , Survival Analysis
20.
Drug Deliv ; 24(1): 1801-1810, 2017 Nov.
Article in English | MEDLINE | ID: mdl-29172757

ABSTRACT

Angiogenesis is critical to the growth of tumors. Vascularization-targeting agents, with or without cytotoxic drugs, are widely used for the treatment of several solid tumors including esophagogastric adenocarcinoma. However, little is known about the systemic effects of anti-angiogenic therapies and how this affects the pharmacokinetics and intratumoral delivery of cytotoxic agents. In this study, patient-derived xenograft mouse models of esophageal adenocarcinoma were used to identify the effects of DC101, a murine vascular endothelial growth factor receptor 2 (VEGFR2) inhibitor, on the pharmacokinetics and the intratumoral uptake of nab-paclitaxel (NPTX). We showed that DC101 had large systemic effects resulting in decreased vasculature of intraperitoneally located organs. As a consequence, after intraperitoneal administration of NPTX, plasma uptake (5.029 ± 4.35 vs. 25.85 ± 2.27 µM) and intratumoral delivery (5.48 ± 5.32 vs. 38.49 ± 2.805 pmol/mg) of NPTX were greatly impaired in DC101-treated animals compared to control animals. Additionally, routes of NPTX elimination were altered upon angiogenesis inhibition; unchanged renal clearance and intraperitoneal accumulation of NPTX were observed, but NPTX levels were significantly lower in the liver. Histological examination of the intestine revealed a reduced thickness of the intestinal wall following DC101 therapy and suggested seepage of intraperitoneally injected NTPX through the intestinal wall to explain its reduced uptake in liver, plasma, and tumor tissue. These data explain several adverse effects observed in the clinic when using anti-angiogenic therapies and also imply that the combined use of anti-angiogenesis and cytotoxic agents in both preclinical and clinical setting is still suboptimal.


Subject(s)
Albumins/pharmacology , Albumins/pharmacokinetics , Angiogenesis Inhibitors/pharmacology , Angiogenesis Inhibitors/pharmacokinetics , Antineoplastic Agents/pharmacology , Neovascularization, Pathologic/drug therapy , Paclitaxel/pharmacology , Paclitaxel/pharmacokinetics , Animals , Antibodies, Monoclonal/metabolism , Antineoplastic Agents/pharmacokinetics , Female , Humans , Mice , Mice, Nude , Neoplasms/drug therapy , Neoplasms/metabolism , Neovascularization, Pathologic/metabolism , Vascular Endothelial Growth Factor Receptor-2/metabolism , Xenograft Model Antitumor Assays/methods
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