PO.IM01.02 · 免疫学
胰腺腺癌免疫肿瘤微环境由差异性miRNA表达所塑造
Pancreatic adenocarcinoma immune tumor microenvironment is shaped by differential miRNA expression
作者与单位 Authors & Affiliations
摘要 Abstract
中文摘要
引言:胰腺导管腺癌(PDAC)是一种预后差、诊断时即为晚期的恶性肿瘤。肿瘤微环境(TME)在驱动侵袭性、治疗耐药的PDAC亚型中发挥作用。本研究探讨了miRNA在调节PDAC TME免疫细胞组成中的作用。
方法:查询癌症差异表达microRNA数据库,检索PDAC与正常胰腺之间log2倍数变化≥3.5或≤-3.5的miRNA。使用Nanostring nCounter对新辅助治疗后PDAC样本中的miRNA及预测靶mRNA表达进行分析。对患者和疾病特征、miRNA靶点预测、生物学通路、免疫浸润和生存进行分析,以识别与侵袭性、治疗耐药疾病的关联。
结果:使用Nanostring nCounter对差异表达的miRNA进行分析。主成分分析揭示了两个样本簇:一个簇的患者更年轻、淋巴结分期高、手术切缘阳性频繁、新辅助治疗反应差;另一个簇的疾病特征较不晚期、新辅助治疗反应更好。共识别出14个差异表达的miRNA和31个mRNA靶点。在Qiagen Ingenuity Pathway Analysis中,预测这些因子可激活细胞因子信号传导、中性粒细胞脱颗粒、吞噬体形成、IL-27信号传导和肿瘤微环境通路。对于miR-148a-3p(靶点:SLC2A1、ITGA5)和mir-193a/b-5p(靶点:RORC),观察到生存一致性表达,即miRNA与靶mRNA之间风险比呈反向关系。低miR-148a-3p水平和高miR-193a/b-5p水平与短总生存期相关。TIMER 2.0分析表明,ITGA5表达与癌症相关成纤维细胞、M2巨噬细胞和调节性T细胞浸润呈正相关;SLC2A1对免疫细胞浸润具有全局抑制作用;RORC对免疫细胞浸润具有混合效应,表现为与中性粒细胞和1型巨噬细胞呈正相关,而与CAF、自然杀伤细胞和树突状细胞呈负相关。
结论:新辅助治疗后PDAC中独特的miRNA表达谱通过对预测mRNA靶点的作用,与炎症信号增强和免疫抑制性TME相关。在晚期、治疗耐药的PDAC与治疗有反应的PDAC之间差异表达的一部分miRNA,被预测通过上调免疫通路信号传导及对TME组成的影响来调控PDAC TME。特别是,我们证明了治疗耐药PDAC中低miR-148a-3p表达促进了ITGA5介导的免疫抑制性细胞浸润,并预示更差的生存。总之,这些发现突出了miRNA作为PDAC免疫TME和PDAC临床结局关键调控因子的作用。
查看英文原文 English abstract
Introduction: Pancreatic ductal adenocarcinoma (PDAC) is a malignancy with poor prognosis and advanced stage at diagnosis. The tumor microenvironment (TME) plays a role in driving aggressive, treatment-resistant PDAC subtypes. This study explores miRNAs' role in modulating the immune cell composition of the PDAC TME.
Methods: The Database of Differentially Expressed microRNAs in Cancer was queried for miRNAs with log2 fold-change ≥3.5 or ≤-3.5 between PDAC and normal pancreas. miRNA and predicted target mRNA expression in neoadjuvant-treated PDAC samples was profiled using Nanostring nCounter. Patient and disease characteristics, miRNA target prediction, biologic pathways, immune infiltration, and survival were analyzed to identify associations with aggressive, treatment-resistant disease.
Results: Differentially expressed miRNAs were analyzed using Nanostring nCounter. Principal component analysis revealed two sample clusters: one with younger patients, high nodal stage, frequent positive surgical margins, and poor neoadjuvant treatment response; the other with less advanced disease features and better neoadjuvant treatment response. 14 differentially expressed miRNAs and 31 mRNA targets were identified. These were predicted to activate cytokine signaling, neutrophil degranulation, phagosome formation, IL-27 signaling, and tumor microenvironment pathways on Qiagen Ingenuity Pathway Analysis. Survival-congruent expression, defined by inverse hazard ratio between miRNAs and target mRNAs, was observed for miR-148a-3p (targets: SLC2A1, ITGA5) and mir-193a/b-5p (target: RORC). Low miR-148a-3p levels and high miR-193a/b-5p levels were linked to short overall survival. TIMER 2.0 analysis demonstrated positive correlation between ITGA5 expression and cancer-associated fibroblasts, M2 macrophages, and regulatory T cell infiltration; global suppressive effect of SLC2A1 on immune cell infiltration; and a mixed effect of RORC on immune cell infiltration, characterized by positive correlation with neutrophil and type 1 macrophages and negative correlation with CAF, natural killer cell, and dendritic cells.
Conclusion: Distinct miRNA expression profiles in neoadjuvant-treated PDAC are linked to increased inflammatory signaling and immunosuppressed TME via effect on predicted mRNA targets. A subset of miRNAs differentially expressed between advanced, treatment-resistant PDAC and treatment-responsive PDAC is predicted to influence the PDAC TME via upregulation of immune pathway signaling and effects on the TME composition. Particularly, we demonstrated that low miR-148a-3p expression in treatment-resistant PDAC facilitates ITGA5-mediated immunosuppressive cell infiltration and predicts worse survival. Together, these findings highlight miRNAs' role as critical modulators of the PDAC immune TME and clinical outcomes in PDAC.
利益披露 Disclosure
M. J. Pilecki, None..
S. M. Wallet, None..
R. Maile, None..
G. Tushoski- Alemán, None..
S. Han, None..
S. J. Hughes, None.