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二硫键介导的细胞凋亡相关基因的综合分析确定神经纤毛蛋白1(NRP1)是一种通过谷氨酰胺介导的能量代谢促进胃癌增殖的新型生物标志物。

Integrated analysis of disulfidoptosis-related genes identifies NRP1 as a novel biomarker promoting proliferation of gastric cancer via glutamine mediated energy metabolism.

作者信息

Li Qiuhua, Shi Guofeng, Li Yuebo, Lu Ren, Liu Zhaozhe

机构信息

Liaoning University of Traditional Chinese Medicine, No. 79 Chongshan East Road, Shenyang, 110033, Liaoning, People's Republic of China.

Department of Oncology, Shenzhen Hospital of Guangzhou University of Chinese Medicine (Futian), Shenzhen, 518000, Guangdong, People's Republic of China.

出版信息

Discov Oncol. 2024 Aug 7;15(1):337. doi: 10.1007/s12672-024-01217-4.

Abstract

The incidence and mortality of gastric cancer rank fifth and fourth worldwide among all malignancies, respectively. Additionally, disulfidoptosis, a recently identified form of cellular demise, is closely linked to the initiation and advancement of malignancies. This study aims to create a novel signature of disulfidptosis-related genes (DRGs) and to further explore its association with the tumor immune microenvironment. Based on our comprehensive study, a prognostic signature consisting of 31 DRGs in stomach adenocarcinoma (STAD) was identified and characterized. Through the integrative analyses involving gene expression profiling, machine learning algorithms, and Cox regression models, the prognostic significance of these DRGs was demonstrated. Our findings highlight their strong predictive power in assessing overall survival across diverse patient datasets, and their better performance than traditional clinicopathological factors. Moreover, the DRGs signature showed association with the characteristics of the tumor microenvironment, which has implications for the immune modulation and therapeutic strategies in STAD. Specifically, NRP1 emerged as a key DRG with elevated expression in STAD, showing correlation with the advanced stages of diseases and poorer outcomes. Functional studies further revealed the role of NRP1 in promoting STAD cell proliferation through the modulation of glutamine metabolism. Overall, our study underscores the clinical relevance of DRGs as biomarker and potential therapeutic targets in STAD management, providing insights into disease biology and personalized treatments.

摘要

在全球范围内,胃癌的发病率和死亡率在所有恶性肿瘤中分别位列第五和第四。此外,二硫键介导的细胞死亡(一种最近发现的细胞死亡形式)与恶性肿瘤的发生和发展密切相关。本研究旨在创建一种新的二硫键介导的细胞死亡相关基因(DRGs)特征,并进一步探索其与肿瘤免疫微环境的关联。基于我们的综合研究,在胃腺癌(STAD)中鉴定并表征了一个由31个DRGs组成的预后特征。通过涉及基因表达谱分析、机器学习算法和Cox回归模型的综合分析,证明了这些DRGs的预后意义。我们的研究结果突出了它们在评估不同患者数据集总体生存方面的强大预测能力,以及它们比传统临床病理因素更好的表现。此外,DRGs特征显示与肿瘤微环境的特征相关,这对STAD的免疫调节和治疗策略具有启示意义。具体而言,神经纤毛蛋白1(NRP1)作为一个关键的DRG在STAD中表达升高,与疾病的晚期阶段和较差的预后相关。功能研究进一步揭示了NRP1通过调节谷氨酰胺代谢促进STAD细胞增殖的作用。总体而言,我们的研究强调了DRGs作为STAD管理中的生物标志物和潜在治疗靶点的临床相关性,为疾病生物学和个性化治疗提供了见解。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4cdd/11306494/31beeb07057d/12672_2024_1217_Fig1_HTML.jpg

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