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Nicolle R, Blum Y, Marisa L, Loncle C, Gayet O, Moutardier V, Turrini O, Giovannini M, Bian B, Bigonnet M, Rubis M, Elarouci N, Armenoult L, Ayadi M, Duconseil P, Gasmi M, Ouaissi M, Maignan A, Lomberk G, Boher JM, Ewald J, Bories E, Garnier J, Goncalves A, Poizat F, Raoul JL, Secq V, Garcia S, Grandval P, Barraud-Blanc M, Norguet E, Gilabert M, Delpero JR, Roques J, Calvo E, Guillaumond F, Vasseur S, Urrutia R, de Reyniès A, Dusetti N, Iovanna J. Pancreatic Adenocarcinoma Therapeutic Targets Revealed by Tumor-Stroma Cross-Talk Analyses in Patient-Derived Xenografts. Cell Rep 2017; 21:2458-2470. [PMID: 29186684 PMCID: PMC6082139 DOI: 10.1016/j.celrep.2017.11.003] [Citation(s) in RCA: 149] [Impact Index Per Article: 18.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2017] [Revised: 09/12/2017] [Accepted: 10/31/2017] [Indexed: 01/06/2023] Open
Abstract
Preclinical models based on patient-derived xenografts have remarkable specificity in distinguishing transformed human tumor cells from non-transformed murine stromal cells computationally. We obtained 29 pancreatic ductal adenocarcinoma (PDAC) xenografts from either resectable or non-resectable patients (surgery and endoscopic ultrasound-guided fine-needle aspirate, respectively). Extensive multiomic profiling revealed two subtypes with distinct clinical outcomes. These subtypes uncovered specific alterations in DNA methylation and transcription as well as in signaling pathways involved in tumor-stromal cross-talk. The analysis of these pathways indicates therapeutic opportunities for targeting both compartments and their interactions. In particular, we show that inhibiting NPC1L1 with Ezetimibe, a clinically available drug, might be an efficient approach for treating pancreatic cancers. These findings uncover the complex and diverse interplay between PDAC tumors and the stroma and demonstrate the pivotal role of xenografts for drug discovery and relevance to PDAC.
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Loncle C, Bonjoch L, Folch-Puy E, Lopez-Millan MB, Lac S, Molejon MI, Chuluyan E, Cordelier P, Dubus P, Lomberk G, Urrutia R, Closa D, Iovanna JL. IL17 Functions through the Novel REG3β-JAK2-STAT3 Inflammatory Pathway to Promote the Transition from Chronic Pancreatitis to Pancreatic Cancer. Cancer Res 2015; 75:4852-4862. [PMID: 26404002 PMCID: PMC4651828 DOI: 10.1158/0008-5472.can-15-0896] [Citation(s) in RCA: 86] [Impact Index Per Article: 8.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/09/2015] [Accepted: 08/14/2015] [Indexed: 12/22/2022]
Abstract
Pancreatic ductal adenocarcinoma (PDAC) offers an optimal model for discovering "druggable" molecular pathways that participate in inflammation-associated cancer development. Chronic pancreatitis, a common prolonged inflammatory disease, behaves as a well-known premalignant condition that contributes to PDAC development. Although the mechanisms underlying the pancreatitis-to-cancer transition remain to be fully elucidated, emerging evidence supports the hypothesis that the actions of proinflammatory mediators on cells harboring Kras mutations promote neoplastic transformation. Recent elegant studies demonstrated that the IL17 pathway mediates this phenomenon and can be targeted with antibodies, but the downstream mechanisms by which IL17 functions during this transition are currently unclear. In this study, we demonstrate that IL17 induces the expression of REG3β, a well-known mediator of pancreatitis, during acinar-to-ductal metaplasia and in early pancreatic intraepithelial neoplasia (PanIN) lesions. Furthermore, we found that REG3β promotes cell growth and decreases sensitivity to cell death through activation of the gp130-JAK2-STAT3-dependent pathway. Genetic inactivation of REG3β in the context of oncogenic Kras-driven PDAC resulted in reduced PanIN formation, an effect that could be rescued by administration of exogenous REG3β. Taken together, our findings provide mechanistic insight into the pathways underlying inflammation-associated pancreatic cancer, revealing a dual and contextual pathophysiologic role for REG3β during pancreatitis and PDAC initiation.
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Research Support, N.I.H., Extramural |
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Bian B, Bigonnet M, Gayet O, Loncle C, Maignan A, Gilabert M, Moutardier V, Garcia S, Turrini O, Delpero JR, Giovannini M, Grandval P, Gasmi M, Ouaissi M, Secq V, Poizat F, Nicolle R, Blum Y, Marisa L, Rubis M, Raoul JL, Bradner JE, Qi J, Lomberk G, Urrutia R, Saul A, Dusetti N, Iovanna J. Gene expression profiling of patient-derived pancreatic cancer xenografts predicts sensitivity to the BET bromodomain inhibitor JQ1: implications for individualized medicine efforts. EMBO Mol Med 2017; 9:482-497. [PMID: 28275007 PMCID: PMC5376755 DOI: 10.15252/emmm.201606975] [Citation(s) in RCA: 58] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022] Open
Abstract
c-MYC controls more than 15% of genes responsible for proliferation, differentiation, and cellular metabolism in pancreatic as well as other cancers making this transcription factor a prime target for treating patients. The transcriptome of 55 patient-derived xenografts show that 30% of them share an exacerbated expression profile of MYC transcriptional targets (MYC-high). This cohort is characterized by a high level of Ki67 staining, a lower differentiation state, and a shorter survival time compared to the MYC-low subgroup. To define classifier expression signature, we selected a group of 10 MYC target transcripts which expression is increased in the MYC-high group and six transcripts increased in the MYC-low group. We validated the ability of these markers panel to identify MYC-high patient-derived xenografts from both: discovery and validation cohorts as well as primary cell cultures from the same patients. We then showed that cells from MYC-high patients are more sensitive to JQ1 treatment compared to MYC-low cells, in monolayer, 3D cultured spheroids and in vivo xenografted tumors, due to cell cycle arrest followed by apoptosis. Therefore, these results provide new markers and potentially novel therapeutic modalities for distinct subgroups of pancreatic tumors and may find application to the future management of these patients within the setting of individualized medicine clinics.
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Research Support, Non-U.S. Gov't |
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Salmi C, Loncle C, Vidal N, Letourneux Y, Fantini J, Maresca M, Taïeb N, Pagès JM, Brunel JM. Squalamine: an appropriate strategy against the emergence of multidrug resistant gram-negative bacteria? PLoS One 2008; 3:e2765. [PMID: 18648511 PMCID: PMC2447875 DOI: 10.1371/journal.pone.0002765] [Citation(s) in RCA: 45] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2008] [Accepted: 05/30/2008] [Indexed: 02/07/2023] Open
Abstract
We reported that squalamine is a membrane-active molecule that targets the membrane integrity as demonstrated by the ATP release and dye entry. In this context, its activity may depend on the membrane lipid composition. This molecule shows a preserved activity against bacterial pathogens presenting a noticeable multi-resistance phenotype against antibiotics such as polymyxin B. In this context and because of its structure, action and its relative insensitivity to efflux resistance mechanisms, we have demonstrated that squalamine appears as an alternate way to combat MDR pathogens and by pass the gap regarding the failure of new active antibacterial molecules.
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Duconseil P, Gilabert M, Gayet O, Loncle C, Moutardier V, Turrini O, Calvo E, Ewald J, Giovannini M, Gasmi M, Bories E, Barthet M, Ouaissi M, Goncalves A, Poizat F, Raoul JL, Secq V, Garcia S, Viens P, Iovanna J, Dusetti N. Transcriptomic analysis predicts survival and sensitivity to anticancer drugs of patients with a pancreatic adenocarcinoma. THE AMERICAN JOURNAL OF PATHOLOGY 2015; 185:1022-32. [PMID: 25765988 DOI: 10.1016/j.ajpath.2014.11.029] [Citation(s) in RCA: 40] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/30/2014] [Revised: 11/03/2014] [Accepted: 11/25/2014] [Indexed: 12/15/2022]
Abstract
A major impediment to the effective treatment of patients with pancreatic ductal adenocarcinoma (PDAC) is the molecular heterogeneity of this disease, which is reflected in an equally diverse pattern of clinical outcome and in responses to therapies. We developed an efficient strategy in which PDAC samples from 17 consecutive patients were collected by endoscopic ultrasound-guided fine-needle aspiration or surgery and were preserved as breathing tumors by xenografting and as a primary culture of epithelial cells. Transcriptomic analysis was performed from breathing tumors by an Affymetrix approach. We observed significant heterogeneity in the RNA expression profile of tumors. However, the bioinformatic analysis of these data was able to discriminate between patients with long- and short-term survival corresponding to patients with moderately or poorly differentiated PDAC tumors, respectively. Primary culture of cells allowed us to analyze their relative sensitivity to anticancer drugs in vitro using a chemogram, similar to the antibiogram for microorganisms, establishing an individual profile of drug sensitivity. As expected, the response was patient dependent. We also found that transcriptomic analysis predicts the sensitivity of cells to the five anticancer drugs most frequently used to treat patients with PDAC. In conclusion, using this approach, we found that transcriptomic analysis could predict the sensitivity to anticancer drugs and the clinical outcome of patients with PDAC.
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Garcia MN, Grasso D, Lopez-Millan MB, Hamidi T, Loncle C, Tomasini R, Lomberk G, Porteu F, Urrutia R, Iovanna JL. IER3 supports KRASG12D-dependent pancreatic cancer development by sustaining ERK1/2 phosphorylation. J Clin Invest 2014; 124:4709-22. [PMID: 25250570 DOI: 10.1172/jci76037] [Citation(s) in RCA: 37] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2014] [Accepted: 08/19/2014] [Indexed: 12/23/2022] Open
Abstract
Activating mutations in the KRAS oncogene are prevalent in pancreatic ductal adenocarcinoma (PDAC). We previously demonstrated that pancreatic intraepithelial neoplasia (PanIN) formation, which precedes malignant transformation, associates with the expression of immediate early response 3 (Ier3) as part of a prooncogenic transcriptional pathway. Here, we evaluated the role of IER3 in PanIN formation and PDAC development. In human pancreatic cancer cells, IER3 expression efficiently sustained ERK1/2 phosphorylation by inhibiting phosphatase PP2A activity. Moreover, IER3 enhanced KrasG12D-dependent oncogenesis in the pancreas, as both PanIN and PDAC development were delayed in IER3-deficient KrasG12D mice. IER3 expression was discrete in healthy acinar cells, becoming highly prominent in peritumoral acini, and particularly high in acinar ductal metaplasia (ADM) and PanIN lesions, where IER3 colocalized with phosphorylated ERK1/2. However, IER3 was absent in undifferentiated PDAC, which suggests that the IER3-dependent pathway is an early event in pancreatic tumorigenesis. IER3 expression was induced by both mild and severe pancreatitis, which promoted PanIN formation and progression to PDAC in KrasG12D mice. In IER3-deficient mice, pancreatitis abolished KrasG12D-induced proliferation, which suggests that pancreatitis enhances the oncogenic effect of KRAS through induction of IER3 expression. Together, our data indicate that IER3 supports KRASG12D-associated oncogenesis in the pancreas by sustaining ERK1/2 phosphorylation via phosphatase PP2A inhibition.
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Research Support, Non-U.S. Gov't |
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Brunel JM, Salmi C, Loncle C, Vidal N, Letourneux Y. Squalamine: A Polyvalent Drug of the Future? Curr Cancer Drug Targets 2005; 5:267-72. [PMID: 15975047 DOI: 10.2174/1568009054064642] [Citation(s) in RCA: 36] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
The purpose of this mini-review is to summarize and highlight the different advances in our understanding of the antimicrobial and antiangiogenic activity of squalamine, a cationic steroid isolated in 1993 from the dogfish shark Squalus Acanthias. Indeed, squalamine has shown to be useful for the treatment of important diseases such as cancers (lung, ovarian, brain and others), age-related macular degeneration (AMD) and the control of body weight in man. All these results led to a question: could we consider squalamine as a polyvalent drug of the future?
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Loncle C, Molejon MI, Lac S, Tellechea JI, Lomberk G, Gramatica L, Fernandez Zapico MF, Dusetti N, Urrutia R, Iovanna JL. The pancreatitis-associated protein VMP1, a key regulator of inducible autophagy, promotes Kras(G12D)-mediated pancreatic cancer initiation. Cell Death Dis 2016; 7:e2295. [PMID: 27415425 PMCID: PMC4973346 DOI: 10.1038/cddis.2016.202] [Citation(s) in RCA: 29] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/27/2015] [Revised: 05/26/2016] [Accepted: 05/30/2016] [Indexed: 12/11/2022]
Abstract
Both clinical and experimental evidence have firmly established that chronic pancreatitis, in particular in the context of Kras oncogenic mutations, predisposes to pancreatic ductal adenocarcinoma (PDAC). However, the repertoire of molecular mediators of pancreatitis involved in Kras-mediated initiation of pancreatic carcinogenesis remains to be fully defined. In this study we demonstrate a novel role for vacuole membrane protein 1 (VMP1), a pancreatitis-associated protein critical for inducible autophagy, in the regulation of Kras-induced PDAC initiation. Using a newly developed genetically engineered model, we demonstrate that VMP1 increases the ability of Kras to give rise to preneoplastic lesions, pancreatic intraepithelial neoplasias (PanINs). This promoting effect of VMP1 on PanIN formation is due, at least in part, by an increase in cell proliferation combined with a decrease in apoptosis. Using chloroquine, an inhibitor of autophagy, we show that this drug antagonizes the effect of VMP1 on PanIN formation. Thus, we conclude that VMP1-mediated autophagy cooperate with Kras to promote PDAC initiation. These findings are of significant medical relevance, molecules targeting autophagy are currently being tested along chemotherapeutic agents to treat PDAC and other tumors in human trials.
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Molejon MI, Tellechea JI, Loncle C, Gayet O, Gilabert M, Duconseil P, Lopez-Millan MB, Moutardier V, Gasmi M, Garcia S, Turrini O, Ouaissi M, Poizat F, Dusetti N, Iovanna J. Deciphering the cellular source of tumor relapse identifies CD44 as a major therapeutic target in pancreatic adenocarcinoma. Oncotarget 2015; 6:7408-23. [PMID: 25797268 PMCID: PMC4480689 DOI: 10.18632/oncotarget.3510] [Citation(s) in RCA: 27] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2015] [Accepted: 02/02/2015] [Indexed: 01/05/2023] Open
Abstract
It has been commonly found that in patients presenting Pancreatic Ductal Adenocarcinoma (PDAC), after a period of satisfactory response to standard treatments, the tumor becomes non-responsive and patient death quickly follows. This phenomenon is mainly due to the rapid and uncontrolled development of the residual tumor. The origin and biological characteristics of residual tumor cells in PDAC still remain unclear. In this work, using PDACs from patients, preserved as xenografts in nude mice, we demonstrated that a residual PDAC tumor originated from a small number of CD44+ cells present in the tumor. During PDAC relapse, proliferating CD44+ cells decrease expression of ZEB1, while overexpressing the MUC1 protein, and gain morphological and biological characteristics of differentiation. Also, we report that CD44+ cells, in primary and residual PDAC tumors, are part of a heterogeneous population, which includes variable numbers of CD133+ and EpCAM+ cells. We confirmed the propagation of CD44+ cells in samples from cases of human relapse, following standard PDAC treatment. Finally, using systemic administration of anti-CD44 antibodies in vivo, we demonstrated that CD44 is an efficient therapeutic target for treating tumor relapse, but not primary PDAC tumors. We conclude that CD44+ cells generate the relapsing tumor and, as such, are themselves promising therapeutic targets for treating patients with recurrent PDAC.
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Barraud M, Garnier J, Loncle C, Gayet O, Lequeue C, Vasseur S, Bian B, Duconseil P, Gilabert M, Bigonnet M, Maignan A, Moutardier V, Garcia S, Turrini O, Delpero JR, Giovannini M, Grandval P, Gasmi M, Ouaissi M, Secq V, Poizat F, Guibert N, Iovanna J, Dusetti N. A pancreatic ductal adenocarcinoma subpopulation is sensitive to FK866, an inhibitor of NAMPT. Oncotarget 2018; 7:53783-53796. [PMID: 27462772 PMCID: PMC5288221 DOI: 10.18632/oncotarget.10776] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/03/2016] [Accepted: 07/09/2016] [Indexed: 01/05/2023] Open
Abstract
Treating pancreatic cancer is extremely challenging due to multiple factors, including chemoresistance and poor disease prognosis. Chemoresistance can be explained by: the presence of a dense stromal barrier leading to a lower vascularized condition, therefore limiting drug delivery; the huge intra-tumoral heterogeneity; and the status of epithelial-to-mesenchymal transition. These factors are highly variable between patients making it difficult to predict responses to chemotherapy. Nicotinamide phosphoribosyl transferase (NAMPT) is the main enzyme responsible for recycling cytosolic NAD+ in hypoxic conditions. FK866 is a noncompetitive specific inhibitor of NAMPT, which has proven anti-tumoral effects, although a clinical advantage has still not been demonstrated. Here, we tested the effect of FK866 on pancreatic cancer-derived primary cell cultures (PCCs), both alone and in combination with three different drugs typically used against this cancer: gemcitabine, 5-Fluorouracil (5FU) and oxaliplatin. The aims of this study were to evaluate the benefit of drug combinations, define groups of sensitivity, and identify a potential biomarker for predicting treatment sensitivity. We performed cell viability tests in the presence of either FK866 alone or in combination with the drugs above-mentioned. We confirmed both inter- and intra-tumoral heterogeneity. Interestingly, only the in vitro effect of gemcitabine was influenced by the addition of FK866. We also found that NAMPT mRNA expression levels can predict the sensitivity of cells to FK866. Overall, our results suggest that patients with tumors sensitive to FK866 can be identified using NAMPT mRNA levels as a biomarker and could therefore benefit from a co-treatment of gemcitabine plus FK866.
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Journal Article |
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Grasso D, Bintz J, Lomberk G, Molejon MI, Loncle C, Garcia MN, Lopez MB, Urrutia R, Iovanna JL. Pivotal Role of the Chromatin Protein Nupr1 in Kras-Induced Senescence and Transformation. Sci Rep 2015; 5:17549. [PMID: 26617245 PMCID: PMC4663475 DOI: 10.1038/srep17549] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2015] [Accepted: 09/15/2015] [Indexed: 12/21/2022] Open
Abstract
Nupr1 is a chromatin protein, which cooperates with KrasG12D to induce PanIN formation and pancreatic cancer development in mice, though the molecular mechanisms underlying this effect remain to be fully characterized. In the current study, we report that Nupr1 acts as a gene modifier of the effect of KrasG12D-induced senescence by regulating Dnmt1 expression and consequently genome-wide levels of DNA methylation. Congruently, 5-aza-2′-deoxycytydine, a general inhibitor of DNA methylation, reverses the KrasG12D-induced PanIN development by promoting senescence. This requirement of Nupr1 expression, however, is not restricted to the pancreas since in lung of Nupr1–/– mice the expression of KrasG12D induces senescence instead of transformation. Therefore, mechanistically this data reveals that epigenetic events, at least at the level of DNA methylation, modulate the functional outcome of common genetic mutations, such as KrasG12D, during carcinogenesis. The biomedical relevance of these findings lies in that they support the rational for developing similar therapeutic interventions in human aimed at controlling either the initiation or progression of cancer.
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Research Support, Non-U.S. Gov't |
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Salmi C, Loncle C, Vidal N, Letourneux Y, Brunel JM. New stereoselective titanium reductive amination synthesis of 3-amino and polyaminosterol derivatives possessing antimicrobial activities. Eur J Med Chem 2008; 43:540-7. [PMID: 17566609 DOI: 10.1016/j.ejmech.2007.04.006] [Citation(s) in RCA: 24] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2007] [Revised: 04/06/2007] [Accepted: 04/12/2007] [Indexed: 11/25/2022]
Abstract
A series of 3-amino and polyaminosterol analogues of squalamine and trodusquemine were synthesized involving a new stereoselective titanium reductive amination reaction in high chemical yields of up to 95% in numerous cases. These derivatives were evaluated for their in vitro antimicrobial properties against human pathogens. Activity was highly dependent on the different compounds' structures involved and best results have been obtained with aminosterol derivatives 4b, 4e and 6i exhibiting activities against yeasts, Gram positive and Gram negative bacteria at average concentrations of 6.25-12.5 microg/mL.
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Loncle C, Salmi C, Letourneux Y, Brunel JM. Synthesis of new 7-aminosterol squalamine analogues with high antimicrobial activities through a stereoselective titanium reductive amination reaction. Tetrahedron 2007. [DOI: 10.1016/j.tet.2007.10.032] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
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Gayet O, Loncle C, Duconseil P, Gilabert M, Lopez MB, Moutardier V, Turrini O, Calvo E, Ewald J, Giovannini M, Gasmi M, Bories E, Barthet M, Ouaissi M, Goncalves A, Poizat F, Raoul JL, Secq V, Garcia S, Viens P, Dusetti N, Iovanna J. A subgroup of pancreatic adenocarcinoma is sensitive to the 5-aza-dC DNA methyltransferase inhibitor. Oncotarget 2015; 6:746-54. [PMID: 25481873 PMCID: PMC4359252 DOI: 10.18632/oncotarget.2685] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/05/2014] [Accepted: 11/02/2014] [Indexed: 12/31/2022] Open
Abstract
Pancreatic Ductal Adenocarcinoma (PDAC) is a disease with a great heterogeneity in the response to treatments. To improve the responsiveness to treatments there are two different approaches, the first one consist to develop new and more efficient drugs that intent to cure all patients and the second one is to use already-approved drugs, alone or in combination, but selecting beforehand the most sensitive patients. In this work we explored the efficiency of the second possibility. We developed a collection of 17 PDAC samples collected by Endoscopic Ultrasound-Guided Fine-Needle Aspiration (EUS-FNA) or surgery and preserved as xenografts and as primary cultures. This collection was characterized at molecular level by a transcriptomic analysis using an Affymetrix approach. In this paper we present data demonstrating that a subgroup of PDAC responds to low doses of 5-aza-dC. These tumors show a specific RNA expression profile that could serve as a marker, but there is no correlation with Dnmt1, Dnmt3A or Dnmt3B expression. Responder tumors corresponded to well-differentiated samples and longer survival patients. In conclusion, we present data obtained with the well-known drug 5-aza-dC as a proof of concept that a drug that seems to be inefficient in solid tumors in general could be applicable to a particular subgroup of patients with PDAC.
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Salmi C, Loncle C, Vidal N, Laget M, Letourneux Y, Michel Brunel J. Antimicrobial Activities of 3-Amino- and Polyaminosterol Analogues of Squalamine and Trodusquemine. J Enzyme Inhib Med Chem 2008; 23:860-5. [DOI: 10.1080/14756360701809910] [Citation(s) in RCA: 15] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022] Open
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Salmi C, Loncle C, Vidal N, Laget M, Letourneux Y, Brunel J. New 3-Aminosteroid Derivatives as a New Family of Topical Antibacterial Agents Active against Methicillin-Resistant Staphylococcus aureus (MRSA). LETT DRUG DES DISCOV 2008. [DOI: 10.2174/157018008784084018] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
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Loncle C, Bonjoch L, Folch-Puy E, Lopez-Millan MB, Lac S, Molejon MI, Chuluyan E, Cordelier P, Dubus P, Lomberk G, Urrutia R, Closa D, Iovanna JL. REG3β Plays a Key Role in IL17RA Protumoral Effect-Response. Cancer Res 2016; 76:2051. [PMID: 26992425 DOI: 10.1158/0008-5472.can-15-3355] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2015] [Accepted: 01/12/2016] [Indexed: 11/16/2022]
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Letter |
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Loncle C, Salmi C, Vidal N, Letourneux Y, Brunel J. Antimicrobial Activities of 7-Aminosterol Squalamine Analogues. LETT DRUG DES DISCOV 2008. [DOI: 10.2174/157018008785777306] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
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Nicolle R, Blum Y, Marisa L, Garnier J, Bian B, Loncle C, Bigonnet M, Gayet O, Moutardier V, Duconseil P, Gasmi M, Ouaissi M, Turrini O, Giovannini M, Maignan A, Boher JM, Ewald J, Bories E, Barthet M, Goncalves A, Poizat F, Raoul JL, Secq V, Garcia S, Grandval P, Barraud-Blanc M, Norguet E, Gilabert M, Delpero JR, Calvo E, Reyniès AD, Dusetti N, Iovanna J. Abstract A48: Multi-omics characterization of PDAC subtypes using PDX reveals that epigenetic but not genetic analysis permit a clinically relevant classification. Cancer Res 2016. [DOI: 10.1158/1538-7445.panca16-a48] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Genome-wide molecular profiles have been proven to be beneficial for the identification of clinically relevant tumor subtypes in many neoplastic diseases. While pancreatic ductal adenocarcinoma (PDAC) is the fourth leading cause of cancer-related death, very few genomic and transcriptomic studies have been conducted. This is mainly due to the difficulty to obtain a suitable cohort of PDAC tumor samples. The major obstacle is the usually high proportion of non-transformed stromal cells, which can greatly hinder the analysis of carcinogenic-specific processes. Moreover, tumor cohorts requiring resection samples can be biased by the exclusion of inoperable patients, representing 85% of all patients presenting PDAC.
In this study, we generated Patient Derived Xenografts (PDX) with samples collected from 29 patients using either Endoscopic Ultrasound-Guided Fine-Needle Aspirates or, for operable patients, resections. The transcriptomic profiles, of both mRNA and miRNA, and the epigenetic landscape of early PDX passages consistently identified two tumor-specific molecular subtypes: a well differentiated group often referred to as classical, and an undifferentiated group previously recognized as Basal, Quasi-Mesenchymal or Squamous. Of all the genetic alterations determined by Copy Number analysis and exome sequencing, none were specific to any of the two subtypes, which therefore could not be discriminated solely on genetic basis.
These two PDAC subtypes are characterized by distinct epigenetic and transcriptomic profiles of which the analysis revealed the deregulation of several pathways previously imputed in PDAC development and carcinogenesis in general. In particular, we showed that the Wnt pathway as well as several metabolic pathways, including cytochrome P450 genes recently implicated in drug resistance, are both epigenetically and transcriptionally deregulated. Altogether, our results provide new insights on pancreatic carcinogenesis and suggest that PDAC phenotypical heterogeneity is mainly driven by epigenetic rather than genetic events.
Citation Format: Remy Nicolle, Yuna Blum, Laetitia Marisa, Jonathan Garnier, Benjamin Bian, Celine Loncle, Martin Bigonnet, Odile Gayet, Vincent Moutardier, Pauline Duconseil, Mohamed Gasmi, Mehdi Ouaissi, Olivier Turrini, Marc Giovannini, Aurélie Maignan, Jean-Marie Boher, Jacques Ewald, Erwan Bories, Marc Barthet, Anthony Goncalves, Flora Poizat, Jean-Luc Raoul, Veronique Secq, Stephane Garcia, Philippe Grandval, Marine Barraud-Blanc, Emmanuelle Norguet, Marine Gilabert, Jean-Robert Delpero, Ezequiel Calvo, Aurélien de Reyniès, Nelson Dusetti, Juan Iovanna.{Authors}. Multi-omics characterization of PDAC subtypes using PDX reveals that epigenetic but not genetic analysis permit a clinically relevant classification. [abstract]. In: Proceedings of the AACR Special Conference on Pancreatic Cancer: Advances in Science and Clinical Care; 2016 May 12-15; Orlando, FL. Philadelphia (PA): AACR; Cancer Res 2016;76(24 Suppl):Abstract nr A48.
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Nicolle R, Blum Y, Marisa L, Garnier J, Bian B, Loncle C, Bigonnet M, Gayet O, Moutardier V, Duconseil P, Gasmi M, Ouaissi M, Turrini O, Giovannini M, Maignan A, Boher JM, Ewald J, Bories E, Barthet M, Goncalves A, Poizat F, Raoul JL, Secq V, Garcia S, Grandval P, Barraud-Blanc M, Norguet E, Gilabert M, Delpero JR, Calvo E, Reyniès AD, Iovanna J, Dusetti N. Abstract B72: Pancreatic cancer cell drives stroma composition. Cancer Res 2016. [DOI: 10.1158/1538-7445.panca16-b72] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
The extensive desmoplasia in pancreatic ductal adenocarcinoma (PDAC) has raised major interrogations on its role and function in the carcinogenic process. Patient-derived xenograft (PDX) offers an ideal setting to distinguish and to study the interactions between the cancerous epithelial cells and its stroma. Indeed, sequencing profiles of a mix of cancerous/Human and stroma/Mouse cells can be analyzed separately in silico by unambiguously assigning each sequence to the human or mouse genome. Using RNA sequencing, we profiled 30 pancreatic tumor PDXs and extracted the transcriptome profiles of epithelial cancerous cells as well as their corresponding stroma. On average, 70% of RNA sequencing reads were specifically attributed to a human origin, and therefore an epithelial origin, while 22% of RNA sequencing reads were mouse-specific. Using the rate of mouse sequences as a surrogate of the proportion of non-transformed cells, we observe a high variability in the infiltration level from 7% to 60%. The estimation was also consistent in whole exome sequencing (using the same sequencing process) and with the histological quantification of fibrotic tissue.
By specifically analyzing the gene expression in mouse-stromal cells, we show that their transcriptomic profile is consistent with the recent description of human PDAC in situ tumors with high levels of genes of the reported activated-stroma and normal-stroma signatures. We also show that stromal cells over-express genes involved in the SLIT/ROBO axon guidance signalling pathway, in angiogenesis as well as a large number of collagens, cytokines and ligands associated with growth and developmental pathways.
Recent studies identified two major subtypes of PDAC from transcriptomic analysis: a well differentiated, often referred as classical, and an undifferentiated, previously recognized as Basal, Quasi-Mesenchymal or Squamous. The stroma characterized in this work broadly reflects this heterogeneity with stromal gene expression signatures predictive of each subtype. For instance, collagens are significantly over-expressed in the stroma of squamous tumors. The concomitant analysis of transcriptomic profiles of both subtypes shows potential cross-talks between cancerous and stromal cells. Particularly in Squamous tumors, genes implicated in the axon-guidance and Wnt pathways are significantly upregulated in both, stroma and transformed cells. On the other hand, the stroma and transformed cells of Classical tumors shows an upregulation of complementary genes associated with several metabolic pathways.
Taken together, our transcriptomic analysis reveals that human transformed pancreatic cells determine the composition, quantitatively and qualitatively, of stroma mouse cells in a PDX model. This model also reveals a broad variability of PDAC stromas and highlights potential cross-talks between them through known and novel pathways.
Citation Format: Rémy Nicolle, Yuna Blum, Laetitia Marisa, Jonathan Garnier, Benjamin Bian, Celine Loncle, Martin Bigonnet, Odile Gayet, Vincent Moutardier, Pauline Duconseil, Mohamed Gasmi, Mehdi Ouaissi, Olivier Turrini, Marc Giovannini, Aurélie Maignan, Jean-Marie Boher, Jacques Ewald, Erwan Bories, Marc Barthet, Anthony Goncalves, Flora Poizat, Jean-Luc Raoul, Veronique Secq, Stephane Garcia, Philippe Grandval, Marine Barraud-Blanc, Emmanuelle Norguet, Marine Gilabert, Jean-Robert Delpero, Ezequiel Calvo, Aurélien de Reyniès, Juan Iovanna, Nelson Dusetti.{Authors}. Pancreatic cancer cell drives stroma composition. [abstract]. In: Proceedings of the AACR Special Conference on Pancreatic Cancer: Advances in Science and Clinical Care; 2016 May 12-15; Orlando, FL. Philadelphia (PA): AACR; Cancer Res 2016;76(24 Suppl):Abstract nr B72.
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Le Borgne F, Fournier MC, Loncle C, Foucher Y. Plug-Stat ® : un nouveau logiciel statistique sur mesure pour mieux valoriser les données de cohortes. Rev Epidemiol Sante Publique 2018. [DOI: 10.1016/j.respe.2018.03.305] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022] Open
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Leca J, Martinez S, Lac S, Nigri J, Secq V, Rubis M, Dusetti N, Loncle C, Roques J, Pietrasz D, Garcia S, Granjeaud S, Ouaissi M, Bachet JB, Brun C, Iovanna JL, Zimmermann P, Vasseur S, Tomasini R. Abstract A61: CAF-derived ANXA6+-exosomes support pancreatic cancer aggressiveness and serve as a circulating biomarker. Cancer Res 2016. [DOI: 10.1158/1538-7445.panca16-a61] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Pancreatic ductal adenocarcinoma (PDA) is one of deadliest human malignancies with a median survival barely reaching 6 months post-diagnosis. Such epidemiologic data highlight the urgent need to refine current therapies by integrating recent available knowledge on PDA biology. The malignant progression of PDA is characterized by the presence of an exuberant intra-tumoral microenvironment mainly composed of cancer associated fibroblasts (CAFs) and immune cells. This compartment interacts with pancreatic tumor cells surrounded by dense matrix and hypoxic areas, and affects their behavior through a poorly understood network. Indeed, cellular crosstalk between stromal and tumor cells is of major importance in pancreatic ductal adenocarcinoma (PDA). Here, by analyzing the proteomic stromal signature of human PDA, we highlight a possible contribution of the ANXA6/LRP1/TSP1 complex in such crosstalk. Following in vivo validations and stromal localization of each three candidates, we demonstrated that the formation of this complex is restricted to cancer associated fibroblasts (CAFs) cultured under physiopathological conditions (co-culture with macrophages, under hypoxia and lipid deprivation). Increased PDA aggressiveness is dependent on the uptake by tumor cells of CAFs-derived ANXA6+-exosomes. Targeting of ANXA6, and the relevant complex, in CAFs impairs PDA and metastasis occurrence while injection of ANXA6+-exosomes enhances tumorigenesis. Detection of ANXA6+-exosomes in serum is restricted to PDA patients and can distinguish PDA grade. Our data reveal a new CAF-tumor cell crosstalk supported by ANXA6+-exosomes and highlight a therapeutic target and an interesting biomarker for PDA.
Citation Format: Julie Leca, Sebastien Martinez, Sophie Lac, Jeremy Nigri, Veronique Secq, Marion Rubis, Nelson Dusetti, Celine Loncle, Julie Roques, Daniel Pietrasz, Stéphane Garcia, Samuel Granjeaud, Mehdi Ouaissi, Jean-Baptiste Bachet, Christine Brun, Juan L. Iovanna, Pascale Zimmermann, Sophie Vasseur, Richard Tomasini.{Authors}. CAF-derived ANXA6+-exosomes support pancreatic cancer aggressiveness and serve as a circulating biomarker. [abstract]. In: Proceedings of the AACR Special Conference on Pancreatic Cancer: Advances in Science and Clinical Care; 2016 May 12-15; Orlando, FL. Philadelphia (PA): AACR; Cancer Res 2016;76(24 Suppl):Abstract nr A61.
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Nicolle R, Blum Y, Marisa L, Loncle C, Gayet O, Moutardier V, Turrini O, Giovannini M, Bian B, Bigonnet M, Rubis M, Elarouci N, Armenoult L, Ayadi M, Duconseil P, Gasmi M, Ouaissi M, Maignan A, Lomberk G, Boher JM, Ewald J, Bories E, Garnier J, Goncalves A, Poizat F, Raoul JL, Secq V, Garcia S, Grandval P, Barraud-Blanc M, Norguet E, Gilabert M, Delpero JR, Roques J, Calvo E, Guillaumond F, Vasseur S, Urrutia R, Reyniès AD, Dusetti N, Iovanna J. Abstract 4396: Multiomics assessment of the cancer and stromal compartments of patient-derived pancreatic xenografts reveals clinically-relevant subtypes and novel targeted therapies. Cancer Res 2017. [DOI: 10.1158/1538-7445.am2017-4396] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Patient-derived xenografts (PDX) are appearing as a prime approach for preclinical studies despite being insufficiently characterized as a model of the human disease and its diversity. In this work, 29 PDX were obtained from either surgery or endoscopic ultrasound-guided fine needle aspirate of pancreatic adenocarcinoma. The extensive genomic profiling of these pancreatic PDX, revealed two clinically-relevant subtypes having broad similarities with human primary tumors. These subtypes are defined by highly specific DNA methylation and transcriptomic profiles (mRNA, miRNA or lncRNA) but are not distinguishable by exonic mutations or copy number aberrations. Moreover, by specifically analyzing the stroma transcriptome, as defined by the expression of murine transcripts, we found that it is able to stratify the patients with the same efficiency than the analysis of grafted human tumor cells. This finding suggest that transformed pancreatic cells drive the composition of their own stroma. Finally, the multiomics analysis pinpoints novel therapeutic targets, one of which we demonstrate to be an efficient method for treating pancreatic cancer. Overall, we show that PDX are trustworthy pre-clinical models of pancreatic adenocarcinoma including of unresectable tumors. Their multiomics profiling allow the independent analysis of the uncontaminated cancer or stromal compartments and discloses several original therapeutics targets.
Citation Format: Remy Nicolle, Yuna Blum, Laetitia Marisa, Celine Loncle, Odile Gayet, Vincent Moutardier, Olivier Turrini, Marc Giovannini, Benjamin Bian, Martin Bigonnet, Marion Rubis, Nabila Elarouci, Lucile Armenoult, Mira Ayadi, Pauline Duconseil, Mohamed Gasmi, Mehdi Ouaissi, Aurélie Maignan, Gwen Lomberk, Jean-Marie Boher, Jacques Ewald, Erwan Bories, Jonathan Garnier, Anthony Goncalves, Flora Poizat, Jean-Luc Raoul, Veronique Secq, Stephane Garcia, Philippe Grandval, Marine Barraud-Blanc, Emmanuelle Norguet, Marine Gilabert, Jean-Robert Delpero, Julie Roques, Ezequiel Calvo, Fabienne Guillaumond, Sophie Vasseur, Raul Urrutia, Aurélien de Reyniès, Nelson Dusetti, Juan Iovanna. Multiomics assessment of the cancer and stromal compartments of patient-derived pancreatic xenografts reveals clinically-relevant subtypes and novel targeted therapies [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2017; 2017 Apr 1-5; Washington, DC. Philadelphia (PA): AACR; Cancer Res 2017;77(13 Suppl):Abstract nr 4396. doi:10.1158/1538-7445.AM2017-4396
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Salmi C, Loncle C, Vidal N, Rogier C, Letourneux Y, Pradines B, Brunel J. 3-Aminosterol Compounds as a New Class of Anti-Malarial Agents against Chloroquine-Susceptible and -Resistant Plasmodium falciparum. LETT DRUG DES DISCOV 2009. [DOI: 10.2174/157018009787582633] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
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