Suppr超能文献

低CD8 T细胞浸润肿瘤中的基因甲基化驱动胰腺导管腺癌的总体生存预后良好。

Gene Methylation in Tumors with Low CD8 T-Cell Infiltration Drives Positive Prognostic Overall Survival Responses in Pancreatic Ductal Adenocarcinoma.

作者信息

Trieu Vuong, Potts Michael, Myers Scott, Richardson Stephen, Qazi Sanjive

机构信息

Oncotelic Therapeutics, 29397 Agoura Road, Suite 107, Agoura Hills, CA 91301, USA.

Westmorland Campus, Kendal College, Market Place, Kendal, Cumbria LA9 4TN, UK.

出版信息

Int J Mol Sci. 2025 Jun 10;26(12):5567. doi: 10.3390/ijms26125567.

Abstract

Pancreatic ductal adenocarcinoma (PDAC) typically exhibits asymptomatic clinical features, with most patients diagnosed at an advanced metastatic stage. Current treatment options are limited to cytotoxic standard therapies, primarily FOLFIRINOX or modified FOLFIRINOX regimens. This highlights a critical need for targeted therapies to improve efficacy and reduce toxicity. We have sought to identify potential biomarkers based on DNA methylation profiles to identify patient groupings with improved overall survival (OS) based on the Transforming Growth Factor Beta (TGFB) gene complex, and the interferon-related pathway gene, , using the TCGA dataset for PDAC patients. We employed a multivariate Cox proportional hazards model to directly compare hazard ratios for and methylation impacting OS. We also controlled for age at diagnosis, sex, and gene methylation by examining the statistical interactions between the marker gene mRNA expression and the TGFB2 gene. Genes were filtered based on the tumor-specific expression patterns and Cox models with highly significant interaction terms to identify mRNA expression of genes that amplified the impact of methylation. The effect of the gene methylation in the context of marker gene mRNA expression was analyzed using Kaplan-Meier (KM) analysis. Marker genes were correlated to T-cell enrichment patterns using the deconvolution algorithms provided by the TIMER 2.0 database. Methylation of , and genes using median cut-off values for KM plots showed significant improvements in median overall survival of 5.7 ( = 0.044), 5.2 ( = 0.036), and 3.7 ( = 0.028) months for high methylation levels for , , and genes, respectively. In contrast, high levels of methylation exhibited a shorter 4.7 ( = 0.016) month median OS time. The impact of methylation was amplified at low expressions of marker genes that were highly correlated with CD8 T-cell infiltration. Patients with high levels of methylation when compared to low levels of methylation showed median overall survival (OS) improvements at low mRNA expression levels: 54.2 months for CD3D ( < 0.0001); 54 months for LCK ( = 0.0009); 54.9 months for HLA-DRA ( = 0.0001); and 9 months for RAC2 mRNA expression ( = 0.0057). gene methylation drives TGFB2 mRNA expression to achieve clinical impact, as high levels of TGFB2 mRNA, at low levels of the marker genes, resulted in worse median OS times. methylation is a prognostic marker for PDAC patients within an immunosuppressed tumor microenvironment characterized by low CD8 T-cell infiltration. This correlation is functionally associated with TGFB2 mRNA production, suggesting that targeting TGFB2 mRNA through knockdown can potentially enhance PDAC prognosis.

摘要

胰腺导管腺癌(PDAC)通常表现为无症状的临床特征,大多数患者在晚期转移阶段才被诊断出来。目前的治疗选择仅限于细胞毒性标准疗法,主要是FOLFIRINOX或改良的FOLFIRINOX方案。这凸显了对靶向治疗的迫切需求,以提高疗效并降低毒性。我们试图基于DNA甲基化谱来识别潜在的生物标志物,以根据转化生长因子β(TGFB)基因复合体和干扰素相关途径基因,利用PDAC患者的TCGA数据集来识别总生存期(OS)得到改善的患者分组。我们采用多变量Cox比例风险模型直接比较影响OS的和甲基化的风险比。我们还通过检查标记基因mRNA表达与TGFB2基因之间的统计相互作用,对诊断时的年龄、性别和基因甲基化进行了控制。根据肿瘤特异性表达模式和具有高度显著相互作用项的Cox模型对基因进行筛选,以识别放大甲基化影响的基因的mRNA表达。使用Kaplan-Meier(KM)分析来分析在标记基因mRNA表达背景下基因甲基化的影响。使用TIMER 2.0数据库提供的反卷积算法,将标记基因与T细胞富集模式相关联。使用KM图的中位数截断值对、和基因进行甲基化分析,结果显示,对于、和基因的高甲基化水平,中位总生存期分别显著提高了5.7个月(=0.044)、5.2个月(=0.036)和3.7个月(=0.028)。相比之下,高甲基化水平的中位OS时间较短,为4.7个月(=0.016)。在与CD8 T细胞浸润高度相关的标记基因低表达时,甲基化的影响会被放大。与低甲基化水平相比,高甲基化水平的患者在低mRNA表达水平时显示出中位总生存期(OS)的改善:CD3D为54.2个月(<0.0001);LCK为54个月(=0.0009);HLA-DRA为54.9个月(=0.0001);RAC2 mRNA表达为9个月(=0.0057)。基因甲基化驱动TGFB2 mRNA表达以产生临床影响,因为在标记基因低水平时,高水平的TGFB2 mRNA导致更差的中位OS时间。甲基化是免疫抑制肿瘤微环境中以低CD8 T细胞浸润为特征的PDAC患者的预后标志物。这种相关性在功能上与TGFB2 mRNA产生相关,表明通过敲低靶向TGFB2 mRNA可能潜在地改善PDAC预后。

文献AI研究员

20分钟写一篇综述,助力文献阅读效率提升50倍。

立即体验

用中文搜PubMed

大模型驱动的PubMed中文搜索引擎

马上搜索

文档翻译

学术文献翻译模型,支持多种主流文档格式。

立即体验