Zhou Xiaozhu, Zhang Baizhuo, Zheng Guoliang, Zhang Zhen, Wu Jiaoqi, Du Ke, Zhang Jing
Department of Pharmacology, College of Pharmacy, China Medical University, Shenyang 110042, China.
Department of Gastric Surgery, Cancer Hospital of China Medical University (Liaoning Cancer Hospital and Institute), Shenyang 110042, China.
Cancers (Basel). 2022 Aug 11;14(16):3891. doi: 10.3390/cancers14163891.
Necroptosis is a kind of programmed necrosis, which is different from apoptosis and pyroptosis. Its molecular mechanism has been described in inflammatory diseases. Gastric cancer (GC) is one of the most common malignancies worldwide with the third highest mortality. However, the role of necroptosis in the occurrence and progression of GC remains largely unexplored. Therefore, we investigated necroptosis-related genes (NRGs) by analyzing public transcriptomic data from GC samples. Our results indicate that 83 of 740 NRGs are dysregulated in GC tissues. Next, we identified necroptosis-associated early diagnosis and prognostic gene signatures for GC using machine learning. 2-NRGs (CCT6A and FAP) and 4-NRGs (ZFP36, TP53I3, FAP, and CCT6A), respectively, can effectively assess the risk of early GC (AUC = 0.943) and the prognosis of GC patients (AUC = 0.866). Through in-depth analysis, we were pleasantly surprised to find that there was a significant correlation between the 4-NRGs and GC immunotherapy effect and immune checkpoint inhibitors (ICIs), which could be used for the evaluation of immunosuppressants. Finally, we identified the core gene FAP, and established the relationship between FAP and ICIs in GC. These findings could provide a new target for immunotherapy for GC and a more effective treatment scheme for GC patients.
坏死性凋亡是一种程序性坏死,不同于凋亡和焦亡。其分子机制已在炎症性疾病中有所描述。胃癌(GC)是全球最常见的恶性肿瘤之一,死亡率位居第三。然而,坏死性凋亡在胃癌发生和发展中的作用仍 largely 未被探索。因此,我们通过分析来自胃癌样本的公共转录组数据来研究坏死性凋亡相关基因(NRGs)。我们的结果表明,740 个 NRGs 中有 83 个在胃癌组织中表达失调。接下来,我们使用机器学习为胃癌识别出与坏死性凋亡相关的早期诊断和预后基因特征。2 个 NRGs(CCT6A 和 FAP)和 4 个 NRGs(ZFP36、TP53I3、FAP 和 CCT6A)分别可以有效评估早期胃癌的风险(AUC = 0.943)和胃癌患者的预后(AUC = 0.866)。通过深入分析,我们惊喜地发现 4 个 NRGs 与胃癌免疫治疗效果和免疫检查点抑制剂(ICIs)之间存在显著相关性,这可用于评估免疫抑制剂。最后,我们确定了核心基因 FAP,并建立了 FAP 与胃癌中 ICIs 的关系。这些发现可为胃癌免疫治疗提供新靶点,为胃癌患者提供更有效的治疗方案。