NAE1 protein: a prognostic, immunomodulatory, and therapeutic biomarker associated with neddylation in hepatocellular carcinoma

IF 7.7 1区 化学 Q1 BIOCHEMISTRY & MOLECULAR BIOLOGY
Yong Pan, Jinyao Dai, Yi Liu, Yujing Wang, Qiudan Zhang, Yan Lou, Yunqing Qiu
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引用次数: 0

Abstract

Current predictive biomarkers for clinical outcomes and treatment in hepatocellular carcinoma (HCC) are not reliable enough. Neddylation, a novel post-translational modification, plays a crucial role in the immunomodulation, metabolism, and pathogenesis of HCC. However, whether it can function as a powerful predictive biomarker for HCC remains unknown. In current research, we first identified NAE1 as the most significant neddylation-related gene affecting the prognosis of HCC patients mainly through weighted gene co-expression network (WGCNA) and machine learning. Subsequently, we determined NAE1 expression as an independent risk factor for HCC using univariate and multivariate Cox regression and constructed a nomogram integrating NAE1 expression with clinical characteristics to predict survival probabilities in HCC patients. Bulk and single-cell RNA sequencing analyses revealed that NAE1 expression was primarily positively connected with immune cell infiltration in HCC, as assessed by the six latest immune algorithms. In addition, drug sensitivity and molecular docking collectively revealed the influence of NAE1 expression on the IC50 values of the four agents and the binding interactions between NAE1 protein and these drugs. Furthermore, we found that NAE1 depletion suppressed proliferation, migration, and invasion of HCC cells in vitro experiments. In conclusion, NAE1 protein holds considerable potential as a valuable biomarker for predicting clinical outcomes, immune landscapes, and drug sensitivity in HCC, as well as a promising therapeutic target.
NAE1蛋白:肝细胞癌中与类化修饰相关的预后、免疫调节和治疗性生物标志物
目前预测肝细胞癌(HCC)临床结局和治疗的生物标志物还不够可靠。泛素化修饰是一种新的翻译后修饰,在HCC的免疫调节、代谢和发病机制中起着至关重要的作用。然而,它是否能作为HCC的一种强有力的预测性生物标志物仍然未知。在目前的研究中,我们首先通过加权基因共表达网络(weighted gene co-expression network, WGCNA)和机器学习,确定了NAE1是影响HCC患者预后的最显著的类化修饰相关基因。随后,我们通过单因素和多因素Cox回归确定NAE1表达为HCC的独立危险因素,并构建了将NAE1表达与临床特征相结合的nomogram来预测HCC患者的生存概率。大量和单细胞RNA测序分析显示,通过六种最新的免疫算法评估,NAE1表达主要与HCC中的免疫细胞浸润呈正相关。此外,药物敏感性和分子对接共同揭示了NAE1表达对四种药物IC50值的影响以及NAE1蛋白与这些药物的结合相互作用。此外,我们在体外实验中发现NAE1缺失抑制HCC细胞的增殖、迁移和侵袭。总之,NAE1蛋白具有相当大的潜力,可以作为一种有价值的生物标志物,用于预测HCC的临床结果、免疫景观和药物敏感性,以及一个有希望的治疗靶点。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
International Journal of Biological Macromolecules
International Journal of Biological Macromolecules 生物-生化与分子生物学
CiteScore
13.70
自引率
9.80%
发文量
2728
审稿时长
64 days
期刊介绍: The International Journal of Biological Macromolecules is a well-established international journal dedicated to research on the chemical and biological aspects of natural macromolecules. Focusing on proteins, macromolecular carbohydrates, glycoproteins, proteoglycans, lignins, biological poly-acids, and nucleic acids, the journal presents the latest findings in molecular structure, properties, biological activities, interactions, modifications, and functional properties. Papers must offer new and novel insights, encompassing related model systems, structural conformational studies, theoretical developments, and analytical techniques. Each paper is required to primarily focus on at least one named biological macromolecule, reflected in the title, abstract, and text.
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