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色氨酸代谢调节炎症性巨噬细胞极化作为乳腺癌免疫治疗的预测因子。

Tryptophan metabolism regulates inflammatory macrophage polarization as a predictive factor for breast cancer immunotherapy.

机构信息

Department of Biochemistry and Molecular Biology, School of Basic Medical Sciences, Nanchang University, Nanchang, 330006, China.

School of Basic Medical Sciences, Nanchang University, Nanchang, 330006, China.

出版信息

Int Immunopharmacol. 2023 Dec;125(Pt B):111196. doi: 10.1016/j.intimp.2023.111196. Epub 2023 Nov 15.

Abstract

Metabolic reprogramming plays a pivotal role in regulating macrophage polarization and function. However, the impact of macrophage tryptophan metabolism on polarization within the breast cancer microenvironment remains elusive. In this study, we used single-cell transcriptome analysis and found that macrophages had the highest tryptophan metabolic activity in breast cancer, melanoma, and head and neck squamous cell carcinoma (HNSC). Further analysis revealed that the tryptophan metabolic activity of macrophages was positively correlated with the M1 macrophage scores in breast cancer. Pancancer analysis found positive correlations between tryptophan metabolism and the M1 macrophage score in almost all tumor types. Spatial transcriptome analysis revealed higher tryptophan metabolism in regions with higher M1 macrophage score in breast cancer tissues. Immune infiltration analysis revealed that the high tryptophan metabolism group exhibited a higher immune score, an increased proportion of CD8 T cells, augmented cytolytic activity mediated by CD8 T cells, and elevated expression of immune checkpoint molecules. Spatial immunophenotype cohort analysis exhibited that breast cancer patients expected to respond to immunotherapy had stronger tryptophan metabolism, with a 73.8 % area under the ROC curve. Single-cell transcriptome analysis of the immunotherapy cohort found that patients responding to immunotherapy had higher macrophage tryptophan metabolism prior to treatment initiation. Finally, in vitro experiments demonstrated elevated expression of tryptophan metabolic enzymes in M1 macrophages. Moreover, tryptophan facilitated the expression of M1 polarization markers, whereas inhibitors of tryptophan metabolic enzymes, such as NLG919, LM10, and Ro 61-8048, inhibited the expression of M1 polarization markers. In conclusion, this study identified a dual role for macrophage tryptophan metabolism in breast cancer; on the one hand, it promotes macrophage M1 polarization, while on the other hand, it serves as a promising predictor for the effectiveness of immunotherapy in breast cancer.

摘要

代谢重编程在调节巨噬细胞极化和功能方面发挥着关键作用。然而,巨噬细胞色氨酸代谢对乳腺癌微环境中极化的影响仍不清楚。在这项研究中,我们使用单细胞转录组分析发现,在乳腺癌、黑色素瘤和头颈部鳞状细胞癌(HNSC)中,巨噬细胞的色氨酸代谢活性最高。进一步分析表明,巨噬细胞的色氨酸代谢活性与乳腺癌中的 M1 巨噬细胞评分呈正相关。泛癌症分析发现,在几乎所有肿瘤类型中,色氨酸代谢与 M1 巨噬细胞评分之间都存在正相关。空间转录组分析显示,在乳腺癌组织中 M1 巨噬细胞评分较高的区域,色氨酸代谢更高。免疫浸润分析表明,高色氨酸代谢组的免疫评分更高,CD8 T 细胞比例增加,CD8 T 细胞介导的细胞毒性增强,免疫检查点分子表达上调。空间免疫表型队列分析显示,预计对免疫治疗有反应的乳腺癌患者具有更强的色氨酸代谢,ROC 曲线下面积为 73.8%。免疫治疗队列的单细胞转录组分析发现,对免疫治疗有反应的患者在开始治疗前就具有更高的巨噬细胞色氨酸代谢。最后,体外实验表明,M1 巨噬细胞中色氨酸代谢酶的表达上调。此外,色氨酸促进了 M1 极化标志物的表达,而色氨酸代谢酶的抑制剂,如 NLG919、LM10 和 Ro 61-8048,则抑制了 M1 极化标志物的表达。总之,本研究确定了巨噬细胞色氨酸代谢在乳腺癌中的双重作用;一方面,它促进巨噬细胞 M1 极化,另一方面,它作为乳腺癌免疫治疗有效性的有前途的预测指标。

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