Oncotelic Therapeutics, 29397 Agoura Road, Suite 107, Agoura Hills, CA 91301, USA.
Int J Mol Sci. 2024 Oct 18;25(20):11221. doi: 10.3390/ijms252011221.
The treatment of pancreatic ductal adenocarcinoma (PDAC) is an unmet challenge, with the median overall survival rate remaining less than a year, even with the use of FOLFIRINOX-based therapies. This study analyzed archived macrophage-associated mRNA expression using datasets deposited in the UCSC Xena web platform to compare normal pancreatic tissue and PDAC tumor samples. The gene exhibited low mRNA expression levels in normal tissue, with less than one TPM. In contrast, in tumor tissue, TGFB2 expression levels exhibited a 7.9-fold increase in mRNA expression relative to normal tissue ( < 0.0001). Additionally, components of the type-I interferon signaling pathway exhibited significant upregulation of mRNA levels in tumor tissue, including Interferon alpha/beta receptor 1 (IFNAR1; 3.4-fold increase, < 0.0001), Interferon regulatory factor 9 (IRF9; 4.2-fold increase, < 0.0001), Signal transducer and activator of transcription 1 (STAT1; 7.1-fold increase, < 0.0001), and Interferon Alpha Inducible Protein 27 (IFI27; 66.3-fold increase, < 0.0001). We also utilized TCGA datasets deposited in cBioportal and KMplotter to relate mRNA expression levels to overall survival outcomes. These increased levels of mRNA expression were found to be prognostically significant, whereby patients with high expression levels of either TGFB2, IRF9, or IFI27 showed median OS times ranging from 16 to 20 months ( < 0.01 compared to 72 months for patients with low levels of expression for both TGFB2 and either IRF9 or IFI27). Examination of the KMplotter database determined the prognostic impact of TGFB2 mRNA expression levels by comparing patients expressing high versus low levels of TGFB2 (50th percentile cut-off) in low macrophage TME. In TME with low macrophage levels, patients with high levels of TGFB2 mRNA exhibited significantly shorter OS outcomes than patients with low TGFB2 mRNA levels (Median OS of 15.3 versus 72.7 months, < 0.0001). Furthermore, multivariate Cox regression models were applied to control for age at diagnosis. Nine genes exhibited significant increases in hazard ratios for TGFB2 mRNA expression, marker gene mRNA expression, and a significant interaction term between TGFB2 and marker gene expression (mRNA for markers: C1QA, CD74, HLA-DQB1, HLA-DRB1, HLA-F, IFI27, IRF9, LGALS9, MARCO). The results of our study suggest that a combination of pharmacological tools can be used in treating PDAC patients, targeting both TGFB2 and the components of the type-I interferon signaling pathway. The significant statistical interaction between TGFB2 and the nine marker genes suggests that TGFB2 is a negative prognostic indicator at low levels of the IFN-I activated genes and TAM marker expression, including the immune checkpoint LGALS9 (upregulated 16.5-fold in tumor tissue; < 0.0001).
胰腺导管腺癌 (PDAC) 的治疗是一个未满足的挑战,即使使用 FOLFIRINOX 为基础的治疗方法,中位总生存期仍不足一年。本研究使用 UCSC Xena 网络平台中存储的数据集分析了存档的巨噬细胞相关 mRNA 表达,以比较正常胰腺组织和 PDAC 肿瘤样本。基因在正常组织中表现出低水平的 mRNA 表达,不到 1 TPM。相比之下,在肿瘤组织中,TGFB2 的 mRNA 表达水平相对于正常组织增加了 7.9 倍(<0.0001)。此外,I 型干扰素信号通路的组成部分在肿瘤组织中表现出显著的 mRNA 水平上调,包括干扰素 alpha/beta 受体 1 (IFNAR1; 3.4 倍增加,<0.0001)、干扰素调节因子 9 (IRF9; 4.2 倍增加,<0.0001)、信号转导和转录激活因子 1 (STAT1; 7.1 倍增加,<0.0001)和干扰素 Alpha 诱导蛋白 27 (IFI27; 66.3 倍增加,<0.0001)。我们还利用 TCGA 数据集在 cBioportal 和 KMplotter 中存储,将 mRNA 表达水平与总生存结果相关联。发现这些 mRNA 表达水平的增加具有预后意义,即 TGFB2、IRF9 或 IFI27 高表达水平的患者中位 OS 时间为 16 至 20 个月(<0.01,与 TGFB2 和 IRF9 或 IFI27 两者表达水平低的患者 72 个月相比)。通过比较 TGFB2 mRNA 表达水平高与低的患者(50%分位数截止值),在巨噬细胞 TME 低的情况下,TGFB2 mRNA 表达水平高的患者 OS 结局明显短于 TGFB2 mRNA 水平低的患者(中位 OS 分别为 15.3 个月和 72.7 个月,<0.0001)。此外,还应用多变量 Cox 回归模型来控制诊断时的年龄。有九个基因的 TGFB2 mRNA 表达、标志物基因 mRNA 表达和 TGFB2 与标志物基因表达之间的显著交互作用项的风险比显著增加(标志物的 mRNA:C1QA、CD74、HLA-DQB1、HLA-DRB1、HLA-F、IFI27、IRF9、LGALS9、MARCO)。我们的研究结果表明,可以使用药物工具联合治疗 PDAC 患者,同时靶向 TGFB2 和 I 型干扰素信号通路的组成部分。TGFB2 和九个标志物基因之间的显著统计学相互作用表明,在 IFN-I 激活基因和 TAM 标志物表达水平较低时,TGFB2 是一个负预后指标,包括免疫检查点 LGALS9(在肿瘤组织中上调 16.5 倍;<0.0001)。