综合单细胞分析揭示肿瘤相关巨噬细胞的异质性及其在结直肠癌免疫治疗中的意义。

IF 4.1 2区 医学 Q2 IMMUNOLOGY
Journal of Inflammation Research Pub Date : 2025-09-26 eCollection Date: 2025-01-01 DOI:10.2147/JIR.S531641
Guozeng Xu, Binglan Fang, Xiaobi Tang, Qingqing Wei, Jing Li
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引用次数: 0

摘要

背景:肿瘤相关巨噬细胞(tumor -associated macrophages, tam)是结直肠癌(CRC)微环境中主要的细胞成分之一,在调节肿瘤生物学方面发挥着突出的、多方面的作用。在结直肠癌中,tam的系统亚型和功能分析尚不明确。方法:我们对三项美国研究(GSE178341、GSE200997和GSE231559)进行了整合的单细胞图谱,以建立CRC微环境中的TAM亚型。我们采用无监督聚类和人工细胞注释的方法对巨噬细胞亚型进行了准确的分类,对三个TAM亚型进行了富集分析和发育轨迹分析,并探索了不同TAM亚型与其他细胞类型之间的细胞间串扰。最后,我们进一步对五项亚洲研究(GSE132257、GSE132465、GSE144735、GSE221575和GSE245552)进行了综合单细胞图谱,以验证不同TAM亚型的这些特征。结果:我们鉴定出三种TAM亚型,包括具有促炎和抗肿瘤特性的CCL20+ TAM,具有脂质代谢和促肿瘤特性的APOE+ TAM,以及具有免疫抑制和促肿瘤特性的SLC40A1+ TAM。APOE+ tam可能在巨噬细胞极化过程中处于中间状态,并通过成纤维细胞源性胶原通路形成促结缔组织生态位。SLC40A1+ tam可能通过成纤维细胞来源的MIF通路和LGALS9的高表达发挥免疫抑制作用。具有丰富的CCL20+和APOE+ tam的结直肠癌具有高患病率的缺陷错配修复(27.9%),可能从免疫治疗中获得更多益处。结论:该单细胞研究建立了CRC TAMs的准确分类系统,揭示了它们在调节肿瘤生物学和帮助CRC患者选择治疗方案中的多种作用。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Integrated Single-Cell Analysis Reveals the Heterogeneity of Tumor-Associated Macrophages and Their Implications for Immunotherapy in Colorectal Cancer.

Background: Tumor-associated macrophages (TAMs) are one of the predominant cell components within the colorectal cancer (CRC) microenvironment, which display prominent and multifaceted roles in modulating tumor biology. The systematic subtypes and function analysis of TAMs remain elusive in CRC.

Methods: We performed an integrated single-cell atlas of three American studies (GSE178341, GSE200997, and GSE231559) to establish the TAM subtypes in the CRC microenvironment. We adopted unsupervised clustering and manual cell annotation to categorize macrophage subtypes accurately, performed enrichment analysis and developmental trajectory analysis for three TAM subsets, and explored the cell-to-cell crosstalk of different TAM subsets with other cell types. Finally, we further performed an integrated single-cell atlas of five Asian studies (GSE132257, GSE132465, GSE144735, GSE221575, and GSE245552) to validate these characteristics of different TAM subtypes.

Results: We identified three TAM subtypes, including CCL20+ TAMs with proinflammatory and anti-tumor properties, APOE+ TAMs with lipid-metabolism and pro-tumor properties, and SLC40A1+ TAMs with immunosuppressive and pro-tumor properties. APOE+ TAMs might be intermediate state during macrophage polarization and foster a desmoplastic niche by the fibroblast-derived collagen pathways. SLC40A1+ TAMs might play an immunosuppressive role by the fibroblast-derived MIF pathways and the high expression of LGALS9. CRC with enriched CCL20+ and APOE+ TAMs were characterized by high prevalence of deficient-mismatch repair (27.9%) and might achieve more benefit from immunotherapy.

Conclusion: This single-cell study established an accurate classification system of CRC TAMs, unveiling their diverse roles in modulating tumor biology and assisting in treatment options of CRC patients.

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来源期刊
Journal of Inflammation Research
Journal of Inflammation Research Immunology and Microbiology-Immunology
CiteScore
6.10
自引率
2.20%
发文量
658
审稿时长
16 weeks
期刊介绍: An international, peer-reviewed, open access, online journal that welcomes laboratory and clinical findings on the molecular basis, cell biology and pharmacology of inflammation.
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