鉴定脂肪酸合成代谢模式预测胃癌预后和免疫治疗反应。

IF 2.8 4区 医学 Q3 ENDOCRINOLOGY & METABOLISM Discover. Oncology Pub Date : 2025-01-04 DOI:10.1007/s12672-025-01745-7
Weijie Sun, Yanhong Xia, Feifan Jin, Jinghao Cao, Gaoping Wu, Keyi Li, Yanhua Yu, Yunyi Wu, Gaoqi Ye, Ke Xu, Dengpan Liu, Weidong Jin
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引用次数: 0

摘要

胃癌(GC)是最常见和异质性的恶性肿瘤之一,是全球癌症死亡的第二大原因,与饮食习惯密切相关。脂肪酸是人类的主要营养物质之一,与糖尿病、高血压等疾病密切相关。然而,脂肪酸代谢与胃癌发生和发展之间的关系在很大程度上仍然未知。在这里,我们分析了来自TCGA队列和GEO数据库的胃癌样本中脂肪酸合成代谢相关基因(FARGs)的遗传改变,以评估可能的关系及其内部调控机制。通过一致聚类和功能富集分析,鉴定出三个不同的脂肪酸合成代谢簇和三个基因亚型参与不同的生物学通路,并与免疫细胞浸润特征和临床预后相关。重要的是,通过主成分分析构建了独特的fa评分,以量化每个GC患者的脂肪酸合成代谢特征。进一步分析表明,fa评分高组患者肿瘤突变负担(TMB)更大,微卫星稳定性(MSI-H)更高,可能对免疫治疗更敏感,预后较好。总之,我们基于FARGs的生物信息学分析揭示了脂肪酸代谢在胃癌中的潜在作用,并可能为胃癌患者提供新的预后信息和促进个体化免疫治疗的新方法。
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Identification of fatty acid anabolism patterns to predict prognosis and immunotherapy response in gastric cancer.

Gastric cancer (GC), one of the most common and heterogeneous malignancies, is the second leading cause of cancer death worldwide and is closely related to dietary habits. Fatty acid is one of the main nutrients of human beings, which is closely related to diabetes, hypertension and other diseases. However, the correlation between fatty acid metabolism and the development and progression of GC remains largely unknown. Here, we profiled the genetic alterations of fatty acid anabolism-related genes (FARGs) in gastric cancer samples from the TCGA cohort and GEO database to evaluate the possible relationships and their internal regulatory mechanism. Through consistent clustering and functional enrichment analysis, three distinct fatty acid anabolism clusters and three gene subtypes were identified to participate in different biological pathways, and correlated with the characteristics of immune cell infiltration and clinical prognosis. Importantly, a distinctive FA-score was constructed through the principal component analysis to quantify the characteristics of fatty acid anabolism in each GC patient. Further analysis showed patients grouped in the high FA-score group were characterized with greater tumor mutational burden (TMB) and higher microsatellite stability (MSI-H), which may be more aeschynomenous to immunotherapy and had a favorable prognosis. Altogether, our bioinformatics analysis based on FARGs uncovered the potential roles of fatty acid metabolism in GC, and may provide newly prognostic information and novel approaches for promoting individualized immunotherapy in patients with GC.

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来源期刊
Discover. Oncology
Discover. Oncology Medicine-Endocrinology, Diabetes and Metabolism
CiteScore
2.40
自引率
9.10%
发文量
122
审稿时长
5 weeks
期刊最新文献
Improving molecular subtypes and prognosis of pancreatic cancer through multi group analysis and machine learning. Correction: Identified VCAM1 as prognostic gene in gastric cancer by co-expression network analysis. Investigating causal relationship among inflammatory cytokines and oropharyngeal cancer: Mendelian randomization. To describe the subsets of malignant epithelial cells in gastric cancer, their developmental trajectories and drug resistance characteristics. AURKB affects the proliferation of clear cell renal cell carcinoma by regulating fatty acid metabolism.
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