乳酸代谢相关基因可能通过FARS2作为鼻咽癌预后的预测因子。

IF 2.5 3区 医学 Q1 OTORHINOLARYNGOLOGY
American Journal of Rhinology & Allergy Pub Date : 2025-07-01 Epub Date: 2025-04-18 DOI:10.1177/19458924251334856
Wenxuan Huang, Huanfeng Zhu, Xiang Cao, Guannan Zou, Zixuan Wang, Dan Zong
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引用次数: 0

摘要

本研究旨在探讨乳酸代谢相关基因(LRGs)在鼻咽癌(NPC)中的临床价值。方法从TGCA和Gene Expression Omnibus数据库中提取临床和遗传信息。一致性聚类法用于NPC亚群的识别。采用TIMER、ESTIMATE和MCPCounter评价免疫浸润。通过功能分析来阐明可能的机制。采用LASSO算法和多变量Cox回归分析成功构建预后风险模型。通过表型实验验证糖酵解和乳酸代谢。结果根据预后LRG基因,鉴定出两组免疫景观差异显著的LRG基因簇,提示免疫状态的差异。基因本体和京都基因与基因组百科分析显示,差异表达的基因主要涉及免疫相关途径。以上结果提示,基于lrgs的风险模型能够成功预测鼻咽癌患者的预后。此外,风险模型通过对患者的性别和年龄进行分层来保持其预测效力,风险评分较低的患者预后较好。在训练队列中,低危组的基质评分、免疫评分和ESTIMATE评分明显低于高危组。为了进一步提高预后预测的准确性,我们开发了一个将风险模型与临床特征相结合的nomogram (nomogram)。在训练队列中,所建立的nomogram能准确预测鼻咽癌患者的预后。机械上,鼻咽癌细胞中FARS2的敲低导致糖酵解和乳酸的改变。失调的FARS2导致代谢强度的积累,从而导致乳酸代谢的中断。结论提示LRGs表达与鼻咽癌患者免疫功能障碍之间存在潜在关联,并可能导致鼻咽癌患者预后不良。这项研究是探索LRGs在鼻咽癌预后价值方面的开创性努力。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Lactic Acid Metabolism-Related Gene May Act as a Prognostic Predictor by FARS2 in Nasopharyngeal Carcinoma.

BackgroundThis study aimed to investigate the clinical value of lactic acid metabolism-related genes (LRGs) in nasopharyngeal carcinoma (NPC).MethodsClinical and genetic information was extracted from the TGCA and Gene Expression Omnibus databases. Consistency clustering was employed to identify NPC subpopulations. Immune infiltration was appraised using TIMER, ESTIMATE, and MCPCounter. Functional analysis was conducted to elucidate potential mechanisms. A prognostic risk model was successfully constructed using the LASSO algorithm and multivariate Cox regression analysis. Phenotypic experiments were conducted to validate the glycolysis and lactic acid metabolism.ResultsAccording to prognostically LRG genes, two clusters were identified and exhibited significant difference in immune landscape, which indicated variations in immune status. Gene Ontology and Kyoto Encyclopedia of Genes and Genomes analysis revealed that the differentially expressed genes were predominantly implicated in immune-related pathways. These findings suggested that the LRG-based risk model could successfully predict the prognosis of NPC patients. Moreover, the risk model retained its predictive potency by stratifying patients with sex and age, with lower risk score patients displaying improved prognosis. In the training cohort, the low-risk group showed significantly lower stromal score, immune score, and ESTIMATE score compared with the high-risk group. To further enhance the precision of prognostic predictions, we developed a nomogram that integrated the risk model with clinical features. In the training cohort, the established nomogram could accurately predict the prognosis of NPC patients. Mechanically, the knockdown of FARS2 in NPC cells resulted in altered glycolysis and lactification. Deregulated FARS2 led to the accumulation of metabolic intensity, which resulted in the disruption of lactic acid metabolism.ConclusionThese results highlighted the potential association between LRGs expression and immune dysfunction, which might contribute to adverse prognosis in NPC patients. This study represented a pioneering effort in exploring the prognostic value of LRGs in NPC.

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来源期刊
CiteScore
5.60
自引率
11.50%
发文量
82
审稿时长
4-8 weeks
期刊介绍: The American Journal of Rhinology & Allergy is a peer-reviewed, scientific publication committed to expanding knowledge and publishing the best clinical and basic research within the fields of Rhinology & Allergy. Its focus is to publish information which contributes to improved quality of care for patients with nasal and sinus disorders. Its primary readership consists of otolaryngologists, allergists, and plastic surgeons. Published material includes peer-reviewed original research, clinical trials, and review articles.
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