Pre-treatment DNA methylome and transcriptome profiles correlate with melanoma response to anti-PD1 immunotherapy.

IF 9.1 1区 医学 Q1 ONCOLOGY
Sultana Mehbuba Hossain, Gregory Gimenez, Peter Stockwell, Robert Weeks, Suzan Almomani, Gregory T Jones, Magdalena Ratajska, Mathew Shuen, Basharat Bhat, Janusz Ryś, Bozena Cybulska-Stopa, Agnieszka Harazin-Lechowska, Euan Rodger, Christopher Jackson, Aniruddha Chatterjee, Michael R Eccles
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引用次数: 0

Abstract

Successful immune checkpoint inhibitor (ICI) therapy occurs in only a fraction of melanoma patients, and yet all patients are susceptible to potentially serious ICI-related side-effects. No current biomarkers robustly predict ICI treatment response in melanoma patients. In this study we sought to identify methylome and transcriptome markers which have the potential to predict immunotherapy response in melanoma patients ahead of treatment with anti-PD1 ICI monotherapy. Using Infinium MethylationEPIC microarrays, we analysed DNA methylation profiles of >850,000 CpG sites in pre-treatment melanoma tissues from patients administered anti-PD-1 monotherapy as first-line treatment. In addition, we analysed transcriptomes using RNA-seq. DNA methylation and gene expression data were then statistically compared to patient response to anti-PD1 therapy. We identified 2,579 DNA hypomethylation and hypermethylation alterations correlating with melanoma response to anti-PD1 therapy. An integrative analysis of DNA methylomes and transcriptomes identified a subset of 35 loci, 13 of which were significantly differentially methylated in both initial discovery and external validation datasets. Functional enrichment analysis of hypomethylated sites (p-value < 0.05) in non-responders was associated with "Formation of the cornified envelope", "Regulation of epithelial cell proliferation", and "Purine-containing compound metabolic process". We have identified novel integrated DNA methylation and gene expression markers, which correlate with anti-PD1 treatment response in melanoma patients. These findings suggest a relationship between tumour-associated genomic DNA methylation, gene expression patterns, and anti-PD1 ICI immunotherapy response in melanoma patients.

只有一小部分黑色素瘤患者能成功接受免疫检查点抑制剂(ICI)治疗,但所有患者都有可能出现与 ICI 相关的严重副作用。目前还没有生物标志物能预测黑色素瘤患者对 ICI 治疗的反应。在这项研究中,我们试图找出有可能在抗 PD1 ICI 单药治疗前预测黑色素瘤患者免疫治疗反应的甲基组和转录组标记物。我们使用 Infinium MethylationEPIC 微阵列分析了接受抗 PD-1 单药一线治疗的黑色素瘤患者治疗前组织中超过 85 万个 CpG 位点的 DNA 甲基化图谱。此外,我们还使用 RNA-seq 分析了转录组。然后将 DNA 甲基化和基因表达数据与患者对抗 PD1 治疗的反应进行统计比较。我们发现了2579个与黑色素瘤对抗PD1治疗反应相关的DNA低甲基化和高甲基化改变。对DNA甲基组和转录组的综合分析确定了35个基因位点的子集,其中13个基因位点在初始发现数据集和外部验证数据集中都存在显著的甲基化差异。对非应答者低甲基化位点(p 值小于 0.05)的功能富集分析显示,这些位点与 "粟粒状包膜的形成"、"上皮细胞增殖的调节 "和 "含嘌呤化合物的代谢过程 "有关。我们发现了与黑色素瘤患者抗 PD1 治疗反应相关的新型 DNA 甲基化和基因表达整合标记。这些发现表明,黑色素瘤患者的肿瘤相关基因组 DNA 甲基化、基因表达模式和抗 PD1 ICI 免疫疗法反应之间存在关系。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Cancer letters
Cancer letters 医学-肿瘤学
CiteScore
17.70
自引率
2.10%
发文量
427
审稿时长
15 days
期刊介绍: Cancer Letters is a reputable international journal that serves as a platform for significant and original contributions in cancer research. The journal welcomes both full-length articles and Mini Reviews in the wide-ranging field of basic and translational oncology. Furthermore, it frequently presents Special Issues that shed light on current and topical areas in cancer research. Cancer Letters is highly interested in various fundamental aspects that can cater to a diverse readership. These areas include the molecular genetics and cell biology of cancer, radiation biology, molecular pathology, hormones and cancer, viral oncology, metastasis, and chemoprevention. The journal actively focuses on experimental therapeutics, particularly the advancement of targeted therapies for personalized cancer medicine, such as metronomic chemotherapy. By publishing groundbreaking research and promoting advancements in cancer treatments, Cancer Letters aims to actively contribute to the fight against cancer and the improvement of patient outcomes.
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