Federico Nichetti, Marco Silvestri, Luca Agnelli, Andrea Franza, Chiara Pircher, Simone Rota, Paolo Ambrosini, Giuseppe Fotia, Jennifer Hüllein, Giovanni Randon, Panna Lajer, Federica Perrone, Elena Tamborini, Giuseppe Leoncini, Jorgelina Coppa, Michele Droz Dit Busset, Sara Pusceddu, Massimo Milione, Federica Morano, Filippo Pietrantonio, Giancarlo Pruneri, Vincenzo Mazzaferro, Daniel B. Lipka, Bruno Christian Köhler, Daniel Hübschmann, Stefan Fröhling, Filippo de Braud, Monica Niger
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引用次数: 0
Abstract
Background
The identification of actionable molecular targets of pancreatic cancer (PAC) is key to improving patient outcomes. We hypothesized O6-methylguanine-DNA methyltransferase (MGMT) silencing may occur in a subset of PAC tumors, with unexplored clinical and molecular correlates.
Experimental Design
We leveraged sequencing data from The Cancer Genome Atlas (TCGA), the Clinical Proteomic Tumor Analysis Consortium 3 (CPTAC-3), and the (Australian Pancreatic Cancer Genome Initiative) PACA-AU cohorts to characterize MGMT-silenced PAC. Genomic, transcriptomic, methylation, and clinical data were investigated, and findings were validated in silico using methylation, transcriptomic and drug sensitivity data from Cancer Cell Line Encyclopedia (CCLE) project, and in a real-world cohort of PAC patients profiled for MGMT status at Istituto Nazionale Tumori of Milan (INT).
Results
On the basis of Human Methylation 450k data, MGMT silencing was identified in ~6% of PAC cases and was enriched in tumors with non-ductal histology, with a trend toward longer overall survival. MGMT-silenced tumors were associated with a lower frequency of KRAS mutations and showed features of immune exclusion. In the INT cohort, MGMT-silencing was confirmed in ~7% of cases and prevalent in KRAS wild type tumors, with a favorable prognostic impact. In silico analysis suggested a higher sensitivity to alkylating and DNA damaging agents in MGMT-silenced PAC cell lines.
Conclusions
MGMT silencing occurs in a small subgroup of PACs and is enriched in KRAS wild type cases, with a favorable prognostic impact. Our findings provide the rationale to explore combinations of alkylating with DNA damaging agents in MGMT-silenced PAC.
期刊介绍:
Cancer Medicine is a peer-reviewed, open access, interdisciplinary journal providing rapid publication of research from global biomedical researchers across the cancer sciences. The journal will consider submissions from all oncologic specialties, including, but not limited to, the following areas:
Clinical Cancer Research
Translational research ∙ clinical trials ∙ chemotherapy ∙ radiation therapy ∙ surgical therapy ∙ clinical observations ∙ clinical guidelines ∙ genetic consultation ∙ ethical considerations
Cancer Biology:
Molecular biology ∙ cellular biology ∙ molecular genetics ∙ genomics ∙ immunology ∙ epigenetics ∙ metabolic studies ∙ proteomics ∙ cytopathology ∙ carcinogenesis ∙ drug discovery and delivery.
Cancer Prevention:
Behavioral science ∙ psychosocial studies ∙ screening ∙ nutrition ∙ epidemiology and prevention ∙ community outreach.
Bioinformatics:
Gene expressions profiles ∙ gene regulation networks ∙ genome bioinformatics ∙ pathwayanalysis ∙ prognostic biomarkers.
Cancer Medicine publishes original research articles, systematic reviews, meta-analyses, and research methods papers, along with invited editorials and commentaries. Original research papers must report well-conducted research with conclusions supported by the data presented in the paper.