Department of General Surgery, First Affiliated Hospital of Dalian Medical University, Dalian, Liaoning, China.
Laboratory of Integrative Medicine, First Affiliated Hospital of Dalian Medical University, Dalian, Liaoning, China.
Sci Rep. 2024 Jul 31;14(1):17650. doi: 10.1038/s41598-024-68385-9.
Pancreatic cancer (PC) is one of the most common malignant tumors of the digestive tract and has a very high mortality rate worldwide. Different PC patients may respond differently to therapy and develop therapeutic resistance due to the complexity and variety of the tumor microenvironment. The Eph/ephrin signaling pathway is extensively involved in tumor-related biological functions. However, the key function of the Eph/ephrin signaling pathway in PC has not been fully elucidated. We first explored a pan-cancer overview of Eph/ephrin signaling pathway genes (EPGs). Then we grouped the PC patients into 3 subgroups based on EPG expression levels. Significantly different prognoses and tumor immune microenvironments between different subtypes further validate Eph/ephrin's important role in the pathophysiology of PC. Additionally, we estimated the IC50 values for several commonly used molecularly targeted drugs used to treat PC in the three clusters, which could help patients receive a more personalized treatment plan. Following a progressive screening of optimal genes, we established a prognostic signature and validated it in internal and external test sets. The receiver operating characteristic (ROC) curves of our model exhibited great predictive performance. Meanwhile, we further validated the results through qRT-PCR and immunohistochemistry. Overall, this research provides fresh clues on the prognosis and therapy of PC as well as the theoretical groundwork for future Eph/ephrin signaling pathway research.
胰腺癌 (PC) 是最常见的消化道恶性肿瘤之一,在全球范围内死亡率非常高。由于肿瘤微环境的复杂性和多样性,不同的 PC 患者可能对治疗的反应不同,并产生治疗耐药性。Eph/ephrin 信号通路广泛参与肿瘤相关的生物学功能。然而,Eph/ephrin 信号通路在 PC 中的关键功能尚未完全阐明。我们首先探索了 Eph/ephrin 信号通路基因 (EPGs) 的泛癌概述。然后,我们根据 EPG 的表达水平将 PC 患者分为 3 组。不同亚型之间明显不同的预后和肿瘤免疫微环境进一步验证了 Eph/ephrin 在 PC 病理生理学中的重要作用。此外,我们还估计了三种聚类中用于治疗 PC 的几种常用分子靶向药物的 IC50 值,这有助于患者接受更个性化的治疗方案。经过逐步筛选最佳基因,我们建立了一个预后标志物,并在内部和外部测试集中进行了验证。我们模型的受试者工作特征 (ROC) 曲线表现出很好的预测性能。同时,我们通过 qRT-PCR 和免疫组织化学进一步验证了结果。总的来说,这项研究为 PC 的预后和治疗提供了新的线索,并为未来 Eph/ephrin 信号通路的研究奠定了理论基础。