Zhang Feng, Yuhang Yang, Wenqi Luo, Jinqing Li, Zhenlian Xie, Long Zuo, Meijiao Duan, Dongzhi Zuo, Ruwei MO, Xuejing Tang, Shijiang Yi, Xiaosong He, Fangxian Liu, Ning Ma, Feng He
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Subsequently, Cox regression and Least Absolute Shrinkage and Selection Operator (LASSO) regression analyses were performed to construct a taurine metabolism-related prognostic signature. Survival, medication sensitivity, and immunological microenvironment evaluations were performed to assess the prognostic utility of the model. Finally, immunohistochemistry (IHC) experiments were performed to validate the model’s prognostic reliability. In addition, we further verified the reliability of our research results through molecular docking and single-cell sequencing. Our prognostic model was based on three pivotal TMRGs (ABCB1, GORASP1, and EZH2). Functional analysis revealed a strong association between TMRGs and miRNAs in cancer. Notably, increased risk scores correlated with worsening tumor malignancy and prognosis. Significant disparities in immune microenvironment, immune checkpoints, and drug sensitivity were observed between the high- and low-risk groups. The protein expression patterns of the selected genes in clinical NPC samples were validated using immunohistochemistry. Molecular docking verified the interaction between these three core genes and taurine, which was further supported by single-cell sequencing showing significant expression variation among different cell clusters in NPC. We had elucidated the functions, therapeutic potential, and prognostic significance of three key genes related to taurine metabolism in NPC through multidimensional research and experimental validation. This research provided valuable insights and potential avenues for improved NPC management.</p></div>","PeriodicalId":7810,"journal":{"name":"Amino Acids","volume":"57 1","pages":""},"PeriodicalIF":3.0000,"publicationDate":"2025-04-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://link.springer.com/content/pdf/10.1007/s00726-025-03452-7.pdf","citationCount":"0","resultStr":"{\"title\":\"Integrative analysis of taurine metabolism-related genes prognostic signature with immunotherapy and identification of ABCB1 and GORASP1 as key genes in nasopharyngeal carcinoma\",\"authors\":\"Zhang Feng, Yuhang Yang, Wenqi Luo, Jinqing Li, Zhenlian Xie, Long Zuo, Meijiao Duan, Dongzhi Zuo, Ruwei MO, Xuejing Tang, Shijiang Yi, Xiaosong He, Fangxian Liu, Ning Ma, Feng He\",\"doi\":\"10.1007/s00726-025-03452-7\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><p>Taurine is an amino acid with several physiological functions and has been shown to be involved in the anti-tumor of human nasopharyngeal carcinoma (NPC) cells. 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引用次数: 0
摘要
牛磺酸是一种具有多种生理功能的氨基酸,已被证明参与了人鼻咽癌细胞的抗肿瘤作用。然而,牛磺酸代谢相关基因(TMRGs)在鼻咽癌中的作用尚未报道。我们整合了来自Genecards、Kyoto Encyclopedia of Genes and Genomes (KEGG)和Gene Expression Omnibus(GEO)数据库的数据,以鉴定NPC患者中与牛磺酸代谢相关的差异表达基因。通过基因本体(GO)和KEGG分析来探讨其潜在机制。随后,进行Cox回归和最小绝对收缩和选择算子(LASSO)回归分析,以构建牛磺酸代谢相关的预后特征。通过生存、药物敏感性和免疫微环境评估来评估该模型的预后效用。最后,通过免疫组化(IHC)实验验证模型的预后可靠性。此外,我们通过分子对接和单细胞测序进一步验证了我们研究结果的可靠性。我们的预后模型是基于三个关键的TMRGs (ABCB1, GORASP1和EZH2)。功能分析显示TMRGs和mirna在癌症中有很强的相关性。值得注意的是,风险评分增加与肿瘤恶性程度恶化和预后相关。高危组和低危组在免疫微环境、免疫检查点和药物敏感性方面存在显著差异。采用免疫组织化学方法验证临床鼻咽癌样本中所选基因的蛋白表达模式。分子对接验证了这三个核心基因与牛磺酸之间的相互作用,单细胞测序进一步支持了这一结果,结果显示鼻鼻癌不同细胞群之间的表达存在显著差异。我们通过多维研究和实验验证,阐明了鼻咽癌中牛磺酸代谢相关的三个关键基因的功能、治疗潜力和预后意义。这项研究为改进NPC管理提供了有价值的见解和潜在途径。
Integrative analysis of taurine metabolism-related genes prognostic signature with immunotherapy and identification of ABCB1 and GORASP1 as key genes in nasopharyngeal carcinoma
Taurine is an amino acid with several physiological functions and has been shown to be involved in the anti-tumor of human nasopharyngeal carcinoma (NPC) cells. However, the role of taurine metabolism-related genes (TMRGs) in NPC has not been reported. We integrated data from the Genecards, Kyoto Encyclopedia of Genes and Genomes (KEGG), and Gene Expression Omnibus(GEO) databases to identify differentially expressed genes associated with taurine metabolism in NPC patients. Gene Ontology (GO) and KEGG analyses were conducted to investigate the underlying mechanisms. Subsequently, Cox regression and Least Absolute Shrinkage and Selection Operator (LASSO) regression analyses were performed to construct a taurine metabolism-related prognostic signature. Survival, medication sensitivity, and immunological microenvironment evaluations were performed to assess the prognostic utility of the model. Finally, immunohistochemistry (IHC) experiments were performed to validate the model’s prognostic reliability. In addition, we further verified the reliability of our research results through molecular docking and single-cell sequencing. Our prognostic model was based on three pivotal TMRGs (ABCB1, GORASP1, and EZH2). Functional analysis revealed a strong association between TMRGs and miRNAs in cancer. Notably, increased risk scores correlated with worsening tumor malignancy and prognosis. Significant disparities in immune microenvironment, immune checkpoints, and drug sensitivity were observed between the high- and low-risk groups. The protein expression patterns of the selected genes in clinical NPC samples were validated using immunohistochemistry. Molecular docking verified the interaction between these three core genes and taurine, which was further supported by single-cell sequencing showing significant expression variation among different cell clusters in NPC. We had elucidated the functions, therapeutic potential, and prognostic significance of three key genes related to taurine metabolism in NPC through multidimensional research and experimental validation. This research provided valuable insights and potential avenues for improved NPC management.
期刊介绍:
Amino Acids publishes contributions from all fields of amino acid and protein research: analysis, separation, synthesis, biosynthesis, cross linking amino acids, racemization/enantiomers, modification of amino acids as phosphorylation, methylation, acetylation, glycosylation and nonenzymatic glycosylation, new roles for amino acids in physiology and pathophysiology, biology, amino acid analogues and derivatives, polyamines, radiated amino acids, peptides, stable isotopes and isotopes of amino acids. Applications in medicine, food chemistry, nutrition, gastroenterology, nephrology, neurochemistry, pharmacology, excitatory amino acids are just some of the topics covered. Fields of interest include: Biochemistry, food chemistry, nutrition, neurology, psychiatry, pharmacology, nephrology, gastroenterology, microbiology