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牛磺酸介导的代谢免疫串扰表明并促进膀胱癌中抗程序性死亡蛋白1(PD-1)耐药的免疫抑制。

Taurine-mediated metabolic immune crosstalk indicates and promotes immunosuppression with anti-PD-1 resistance in bladder cancer.

作者信息

Liang Zhengfang, Nong Fengwei, Li Zhenjie, Chen Runmin, Zhao Haoxu, Huang Yongping

机构信息

Department of Urinary Surgery, Affiliated Hospital of Youjiang Medical University for Nationalities, Baise, Guangxi, China.

The First Affiliated Hospital of Jinan University, Jinan University, Guangzhou, Guangdong, China.

出版信息

Front Immunol. 2025 Jun 24;16:1618439. doi: 10.3389/fimmu.2025.1618439. eCollection 2025.

Abstract

BACKGROUND

Bladder cancer (BLCA) remains heavily dependent on bacillus Calmette-Guérin (BCG) therapy due to the profound heterogeneity of its tumor microenvironment (TME) and deregulated metabolic landscapes. Taurine metabolism (TM) is a pivotal axis in BLCA, exhibiting dual roles in tumor progression and immune evasion. Deciphering the molecular mechanisms by which TM reprogramming fosters immunosuppression is imperative for advancing BLCA immunotherapy.

METHODS

This study employed an integrative approach combining single-cell RNA sequencing (scRNA-seq), spatial transcriptomics (ST), and bulk transcriptome analyses to unravel taurine metabolic dysregulation in the BLCA TME. Computational frameworks such as Seurat and Monocle 3 were used to characterize cellular subpopulations, reconstruct differentiation trajectories, and model intercellular signaling networks. A taurine metabolic dysregulation index (TMs) was developed using TCGA cohorts, with survival modeling and machine learning methodologies deployed to assess its prognostic utility. Immuno-infiltration patterns and immunotherapeutic responsiveness were quantified via algorithms including ESTIMATE and TIDE. Mechanistic validation was achieved through co-culture systems.

RESULTS

ScRNA-seq profiling revealed significant perturbations in TM scores across epithelial cells, fibroblasts, and macrophages within the BLCA TME. High TMs clusters were enriched for Notch signaling and EGFR tyrosine kinase inhibitor resistance pathways. Spatial transcriptomics analyses highlighted spatiotemporal heterogeneity in taurine metabolic gene expression. The TMs index emerged as an independent prognostic biomarker, with high TMs patients demonstrating significantly shorter overall survival and synergistic prognostic deterioration in the context of high tumor mutational burden (TMB). High TMs tumors exhibited enrichment of immunosuppressive cell compartments and elevated immune checkpoint molecule expression. Mechanistically, FAAH knockdown in cancer-associated fibroblasts (CAFs) attenuated co-cultured BLCA cell viability, potentially mediated by CCL15 secretion.

CONCLUSION

This study establishes that taurine metabolic dysregulation reconfigures intercellular signaling within the BLCA TME, driving immunosuppression and tumor progression. The TMs framework enables robust patient stratification and provides a mechanistic rationale for therapeutic strategies targeting TM in conjunction with immune checkpoint inhibitors, thus paving the way for advanced precision medicine approaches in BLCA.

摘要

背景

由于膀胱癌(BLCA)肿瘤微环境(TME)的高度异质性和代谢景观失调,其治疗仍严重依赖卡介苗(BCG)疗法。牛磺酸代谢(TM)是BLCA中的一个关键轴,在肿瘤进展和免疫逃逸中发挥双重作用。阐明TM重编程促进免疫抑制的分子机制对于推进BLCA免疫治疗至关重要。

方法

本研究采用单细胞RNA测序(scRNA-seq)、空间转录组学(ST)和批量转录组分析相结合的综合方法,以揭示BLCA TME中的牛磺酸代谢失调。使用诸如Seurat和Monocle 3等计算框架来表征细胞亚群、重建分化轨迹并模拟细胞间信号网络。利用TCGA队列开发了牛磺酸代谢失调指数(TMs),并采用生存建模和机器学习方法评估其预后效用。通过包括ESTIMATE和TIDE在内的算法对免疫浸润模式和免疫治疗反应性进行量化。通过共培养系统进行机制验证。

结果

scRNA-seq分析显示,BLCA TME中的上皮细胞、成纤维细胞和巨噬细胞的TM评分存在显著扰动。高TMs簇富含Notch信号通路和EGFR酪氨酸激酶抑制剂耐药通路。空间转录组学分析突出了牛磺酸代谢基因表达的时空异质性。TMs指数成为一个独立的预后生物标志物,高TMs患者的总生存期显著缩短,并且在高肿瘤突变负担(TMB)情况下预后协同恶化。高TMs肿瘤表现出免疫抑制细胞区室富集和免疫检查点分子表达升高。机制上,癌症相关成纤维细胞(CAF)中FAAH的敲低减弱了共培养的BLCA细胞活力,这可能由CCL15分泌介导。

结论

本研究表明,牛磺酸代谢失调会重新配置BLCA TME中的细胞间信号,驱动免疫抑制和肿瘤进展。TMs框架能够实现强大的患者分层,并为结合免疫检查点抑制剂靶向TM的治疗策略提供机制依据,从而为BLCA的先进精准医学方法铺平道路。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1110/12234460/2df9c15b5c54/fimmu-16-1618439-g001.jpg

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