Yu Shaobo, Gao Yuzhen, Zhao Feng, Zhou Jiaqiang, Zhang Jun
Department of Clinical Laboratory, Sir Run Run Shaw Hospital of Zhejiang University School of Medicine, Hangzhou 310016, Zhejiang, China.
Key Laboratory of Precision Medicine in Diagnosis and Monitoring Research of Zhejiang Province, Hangzhou 310016, Zhejiang, China.
Mol Ther Oncol. 2025 Jan 14;33(1):200933. doi: 10.1016/j.omton.2025.200933. eCollection 2025 Mar 20.
Metabolic features are crucial in tumor immune interactions, but their relationship with antitumor immune responses is not yet fully understood. This study used Mendelian randomization analysis to identify the causal relationships between blood metabolites and immune cells and to evaluate the effects of metabolic pathways and reactions on antitumor immune responses in various cancers. Levels of 156 metabolites exhibited significant associations with selected immune cells. Metabolic enrichment analysis indicated laurate, propionyl-carnitine, carnitine and l-acetylcarnitine are enriched in fatty acid (FA) metabolism pathways. These enriched pathways are significantly correlated to CD8 T cell function signatures in tumor environment and favor better prognostic outcomes. Metabolic reactions contributing to better immunotherapy responses were identified and used to establish the immuno-metabolic reaction score (IMRS). IMRS were significantly correlated to CD8 T cell infiltration levels and CD8 T cell signature scores in either 10× Visium spatial transcriptomic or RNA-seq samples. Finally, IMRS could significantly predict favorable survival outcomes in different cancer patients treated with immunotherapy. Our study revealed a link between certain metabolites and their related metabolic pathways to tumor immune landscape and immune functions. These results could promote the accurate stratification of patients before treatment and improve the efficacy of immunotherapy.
代谢特征在肿瘤免疫相互作用中至关重要,但其与抗肿瘤免疫反应的关系尚未完全明确。本研究采用孟德尔随机化分析来确定血液代谢物与免疫细胞之间的因果关系,并评估代谢途径和反应对各种癌症中抗肿瘤免疫反应的影响。156种代谢物的水平与选定的免疫细胞呈现出显著关联。代谢富集分析表明,月桂酸、丙酰肉碱、肉碱和L-乙酰肉碱在脂肪酸(FA)代谢途径中富集。这些富集途径与肿瘤微环境中CD8 T细胞功能特征显著相关,且预示着更好的预后结果。确定了有助于更好免疫治疗反应的代谢反应,并用于建立免疫代谢反应评分(IMRS)。在10×Visium空间转录组或RNA测序样本中,IMRS与CD8 T细胞浸润水平和CD8 T细胞特征评分显著相关。最后,IMRS能够显著预测接受免疫治疗的不同癌症患者的良好生存结局。我们的研究揭示了某些代谢物及其相关代谢途径与肿瘤免疫格局和免疫功能之间的联系。这些结果有助于在治疗前对患者进行准确分层,并提高免疫治疗的疗效。