Molecular Characterization and Clinical Relevance of MGMT-Silenced Pancreatic Cancer

IF 3.1 2区 医学 Q2 ONCOLOGY
Cancer Medicine Pub Date : 2024-12-02 DOI:10.1002/cam4.70393
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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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.

Abstract Image

mgmt沉默胰腺癌的分子特征及临床意义
背景胰腺癌分子靶点的确定是改善患者预后的关键。我们假设o6 -甲基鸟嘌呤- dna甲基转移酶(MGMT)沉默可能发生在PAC肿瘤的一个亚群中,具有未探索的临床和分子相关性。我们利用来自癌症基因组图谱(TCGA)、临床蛋白质组学肿瘤分析联盟3 (CPTAC-3)和(澳大利亚胰腺癌基因组计划)PACA-AU队列的测序数据来表征mgmt沉默的PAC。研究了基因组、转录组、甲基化和临床数据,并使用甲基化在硅芯片上验证了研究结果。转录组学和药物敏感性数据来自癌细胞系百科全书(CCLE)项目,以及米兰国立肿瘤研究所(INT)对PAC患者进行MGMT状态分析的真实队列。结果在人类甲基化450k数据的基础上,约6%的PAC病例中发现MGMT沉默,并在非导管组织学的肿瘤中富集,总体生存期更长。mgmt沉默肿瘤与KRAS突变频率较低相关,并表现出免疫排斥特征。在INT队列中,约7%的病例证实了mgmt -沉默,并且在KRAS野生型肿瘤中普遍存在,具有良好的预后影响。硅分析表明,mgmt沉默的PAC细胞系对烷基化剂和DNA损伤剂具有较高的敏感性。结论MGMT沉默发生在一小部分PACs中,并在KRAS野生型病例中丰富,具有良好的预后影响。我们的研究结果为在mgmt沉默的PAC中探索烷基化与DNA损伤剂的组合提供了理论依据。
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来源期刊
Cancer Medicine
Cancer Medicine ONCOLOGY-
CiteScore
5.50
自引率
2.50%
发文量
907
审稿时长
19 weeks
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.
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