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粒细胞性髓源性抑制细胞在 CAR-T 治疗中的功能作用:来自多发性骨髓瘤单细胞 RNA 测序的见解

英文原题:Functional role of granulocytic myeloid-derived suppressor cells in CAR-T therapy: insights from single-cell RNA sequencing in multiple myeloma.

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Functional role of granulocytic myeloid-derived suppressor cells in CAR-T therapy: insights from single-cell RNA sequencing in multiple myeloma.

PubMed 2025/11/17(内容时间) Immunopharmacol Immunotoxicol Q2 · IF 3.1(JCR 2025)

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研究概要

本研究初步揭示了 G-MDSCs 在 MM TME 中的功能作用,并强调了其对 CAR-T 治疗结局的影响。研究结果提示了潜在的治疗策略,包括靶向 PTGS1,以增强 CAR-T 疗效。需要更大规模、更多样化的队列来证实这些观察结果。

研究思路结论见上方概要

免疫疗法,包括CAR-T 细胞疗法,是治疗多发性骨髓瘤(MM)的关键方法。然而,复杂的免疫抑制性肿瘤微环境(TME)对其疗效构成了重大挑战。在MM TME的免疫抑制细胞中,粒细胞系髓源性抑制细胞(G-MDSCs)占主导地位,但其功能仍不完全清楚。本研究旨在全面分析G-MDSCs在接受CAR-T 治疗的MM患者中的作用。

来自7例MM患者CAR-T 治疗前后的单细胞转录组数据被分析以表征G-MDSCs。进行功能富集和基因集富集分析(GSEA)以识别信号通路。利用713例MM患者的RNA-seq和生存数据构建风险预测模型,并通过Kaplan-Meier分析进行验证。进行体外实验以评估G-MDSCs的免疫抑制功能。

尽管由于样本量有限和患者间异质性,这些发现属于探索性研究,但结果提示G-MDSC具有病理性激活和免疫抑制作用,可能与患者预后相关。G-MDSC被确定为TME内免疫应答的关键调节因子,GSEA提示其通过IFN-信号通路受到调控。它们可能通过IGF1-IGF1R轴促进增殖,并通过SIRPA-CD47通路抑制T细胞和其他免疫细胞,从而促进MM细胞的免疫逃逸。基于G-MDSC基因特征的风险预测模型显示出较高的预后准确性(AUC = 0.94)。PTGS1被确定为与高风险组相关的关键标志物,功能实验证实了其在介导G-MDSC免疫抑制活性中的作用。

展开英文摘要原文

Immunotherapies, including chimeric antigen receptor T-cell (CAR-T) therapy, represent a pivotal approach in the treatment of multiple myeloma (MM). However, the complex immunosuppressive tumor microenvironment (TME) poses significant challenges to their efficacy. Among the immunosuppressive cells in the MM TME, granulocytic myeloid-derived suppressor cells (G-MDSCs) are predominant, yet their functions remain incompletely understood. This study aimed to comprehensively analyze the role of G-MDSCs in MM patients undergoing CAR-T therapy.

Single-cell transcriptomic data from seven MM patients before and after CAR-T therapy were analyzed to characterize G-MDSCs. Functional enrichment and gene set enrichment analysis (GSEA) were performed to identify signaling pathways. A risk prediction model was constructed using RNA-seq and survival data from 713 MM patients, and validated by Kaplan-Meier analysis. In vitro experiments were conducted to assess the immunosuppressive functions of G-MDSCs.

The findings, though exploratory due to limited sample size and inter-patient heterogeneity, suggested pathological activation and immunosuppressive roles of G-MDSCs potentially linked to patient prognosis. G-MDSCs were identified as key modulators of immune responses within the TME, with GSEA indicating regulation via IFN- / signaling. They may facilitate immune evasion of MM cells by promoting proliferation through the IGF1-IGF1R axis and inhibiting T cells and other immune cells via the SIRPA-CD47 pathway. The risk prediction model based on G-MDSC gene signatures demonstrated high prognostic accuracy (AUC = 0.94). PTGS1 was identified as a key marker associated with high-risk groups, and functional assays confirmed its role in mediating G-MDSC immunosuppressive activity.

This study provides preliminary insights into the functional role of G-MDSCs in the MM TME and highlights their impact on CAR-T therapy outcomes. The findings suggest potential therapeutic strategies, including targeting PTGS1, to enhance CAR-T efficacy. Larger and more diverse cohorts are required to substantiate these observations.

论文信息

作者
Zhang C、An F
单位
School of Biomedical Engineering, Shanghai Jiao Tong University, Shanghai, China.China
期刊
Immunopharmacology and immunotoxicology2025 Dec
原文标识
PubMed 41198058 · DOI 10.1080/08923973.2025.2585083