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多组学分析揭示了胃癌中GREM1+成纤维细胞与SPP1+巨噬细胞之间的相互作用。

Multi-omics analyses reveal interactions between GREM1+ fibroblasts and SPP1+ macrophages in gastric cancer.

作者信息

Qiu Lupeng, Zhao Xiao, Yao Sheng, Fei Yang, Gong Yixin, Zhou Zishan, Jiao Shunchang, Xu Jianming

机构信息

Department of Medical Oncology, The First Medical Centre, Chinese PLA General Hospital, Beijing, China.

Research and Development Department, Beijing DCTY Biotech Co., Ltd., Beijing, China.

出版信息

NPJ Precis Oncol. 2025 Jun 5;9(1):164. doi: 10.1038/s41698-025-00967-w.

DOI:10.1038/s41698-025-00967-w
PMID:40473882
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC12141694/
Abstract

Gastric cancer (GC) is among the most lethal human malignancies with limited treatment options. Cell-cell interactions within the tumor microenvironment (TME) can promote tumor growth, yet their therapeutic value has not been fully explored. Here, bulk RNA-seq, single-cell RNA sequencing (scRNA-seq), and spatial transcriptomics (ST) were integrated to analyze the heterogeneity of GC microenvironment. Tumor-specific GREM1+ fibroblasts and SPP1+ macrophages were significantly enriched in GC tissues and were involved in immunosuppression, inflammation regulation, and tumor progression. We then indicated that GREM1+ fibroblasts and SPP1+ macrophages were positively correlated in 12 independent GC datasets and validated their close localization by multiplex immunohistochemistry staining and spatial transcriptomics. Patients with both high GREM1+ fibroblasts and SPP1+ macrophages exhibited significantly shorter OS and showed enrichment of tumor-associated pathways. Our results demonstrated the complex interactions between GREM1+ fibroblasts and SPP1+ macrophages, which may serve as a potential therapeutic target for future treatment of GC.

摘要

胃癌(GC)是最致命的人类恶性肿瘤之一,治疗选择有限。肿瘤微环境(TME)中的细胞间相互作用可促进肿瘤生长,但其治疗价值尚未得到充分探索。在这里,整合了批量RNA测序、单细胞RNA测序(scRNA-seq)和空间转录组学(ST)来分析GC微环境的异质性。肿瘤特异性GREM1+成纤维细胞和SPP1+巨噬细胞在GC组织中显著富集,并参与免疫抑制、炎症调节和肿瘤进展。然后我们指出,GREM1+成纤维细胞和SPP1+巨噬细胞在12个独立的GC数据集中呈正相关,并通过多重免疫组化染色和空间转录组学验证了它们的紧密定位。GREM1+成纤维细胞和SPP1+巨噬细胞水平均高的患者总生存期显著缩短,且显示出肿瘤相关通路的富集。我们的结果证明了GREM1+成纤维细胞和SPP1+巨噬细胞之间的复杂相互作用,这可能成为未来GC治疗的潜在靶点。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8e7b/12141694/d4e1aa5a944f/41698_2025_967_Fig9_HTML.jpg
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https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8e7b/12141694/da88d5a75427/41698_2025_967_Fig4_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8e7b/12141694/f11dcb865749/41698_2025_967_Fig5_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8e7b/12141694/e3d9f86a2ecb/41698_2025_967_Fig6_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8e7b/12141694/4031ed221207/41698_2025_967_Fig7_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8e7b/12141694/53d0c295f76d/41698_2025_967_Fig8_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8e7b/12141694/d4e1aa5a944f/41698_2025_967_Fig9_HTML.jpg

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本文引用的文献

1
Fibroblast atlas: Shared and specific cell types across tissues.成纤维细胞图谱:跨组织的共享和特定细胞类型。
Sci Adv. 2025 Apr 4;11(14):eado0173. doi: 10.1126/sciadv.ado0173. Epub 2025 Apr 2.
2
CAF-macrophage crosstalk in tumour microenvironments governs the response to immune checkpoint blockade in gastric cancer peritoneal metastases.肿瘤微环境中癌相关成纤维细胞与巨噬细胞的相互作用决定了胃癌腹膜转移对免疫检查点阻断的反应。
Gut. 2025 Feb 6;74(3):350-363. doi: 10.1136/gutjnl-2024-333617.
3
SPP1+ macrophages and FAP+ fibroblasts promote the progression of pMMR gastric cancer.
SPP1+巨噬细胞和 FAP+成纤维细胞促进了 pMMR 胃癌的进展。
Sci Rep. 2024 Oct 31;14(1):26221. doi: 10.1038/s41598-024-76298-w.
4
Cross-tissue human fibroblast atlas reveals myofibroblast subtypes with distinct roles in immune modulation.跨组织人类成纤维细胞图谱揭示了肌成纤维细胞亚型在免疫调节中具有不同的作用。
Cancer Cell. 2024 Oct 14;42(10):1764-1783.e10. doi: 10.1016/j.ccell.2024.08.020. Epub 2024 Sep 19.
5
SPP1 promotes the polarization of M2 macrophages through the Jak2/Stat3 signaling pathway and accelerates the progression of idiopathic pulmonary fibrosis.SPP1 通过 Jak2/Stat3 信号通路促进 M2 巨噬细胞极化,加速特发性肺纤维化的进展。
Int J Mol Med. 2024 Oct;54(4). doi: 10.3892/ijmm.2024.5413. Epub 2024 Aug 12.
6
CTHRC1 fibroblasts and SPP1 macrophages synergistically contribute to pro-tumorigenic tumor microenvironment in pancreatic ductal adenocarcinoma.CTHRC1 成纤维细胞和 SPP1 巨噬细胞协同促进胰腺导管腺癌的促肿瘤微环境。
Sci Rep. 2024 Jul 29;14(1):17412. doi: 10.1038/s41598-024-68109-z.
7
irGSEA: the integration of single-cell rank-based gene set enrichment analysis.irGSEA:单细胞基于排名的基因集富集分析的整合。
Brief Bioinform. 2024 May 23;25(4). doi: 10.1093/bib/bbae243.
8
Single-cell and spatial transcriptomics reveal POSTN cancer-associated fibroblasts correlated with immune suppression and tumour progression in non-small cell lung cancer.单细胞和空间转录组学揭示 POSTN 癌症相关成纤维细胞与非小细胞肺癌中的免疫抑制和肿瘤进展相关。
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Pan-cancer spatially resolved single-cell analysis reveals the crosstalk between cancer-associated fibroblasts and tumor microenvironment.泛癌空间分辨单细胞分析揭示了肿瘤相关成纤维细胞与肿瘤微环境之间的相互作用。
Mol Cancer. 2023 Oct 13;22(1):170. doi: 10.1186/s12943-023-01876-x.
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Define cancer-associated fibroblasts (CAFs) in the tumor microenvironment: new opportunities in cancer immunotherapy and advances in clinical trials.定义肿瘤微环境中的癌症相关成纤维细胞(CAFs):癌症免疫治疗的新机遇和临床试验的进展。
Mol Cancer. 2023 Oct 2;22(1):159. doi: 10.1186/s12943-023-01860-5.