• 文献检索
  • 文档翻译
  • 深度研究
  • 学术资讯
  • Suppr Zotero 插件Zotero 插件
  • 邀请有礼
  • 套餐&价格
  • 历史记录
应用&插件
Suppr Zotero 插件Zotero 插件浏览器插件Mac 客户端Windows 客户端微信小程序
定价
高级版会员购买积分包购买API积分包
服务
文献检索文档翻译深度研究API 文档MCP 服务
关于我们
关于 Suppr公司介绍联系我们用户协议隐私条款
关注我们

Suppr 超能文献

核心技术专利:CN118964589B侵权必究
粤ICP备2023148730 号-1Suppr @ 2026

文献检索

告别复杂PubMed语法,用中文像聊天一样搜索,搜遍4000万医学文献。AI智能推荐,让科研检索更轻松。

立即免费搜索

文件翻译

保留排版,准确专业,支持PDF/Word/PPT等文件格式,支持 12+语言互译。

免费翻译文档

深度研究

AI帮你快速写综述,25分钟生成高质量综述,智能提取关键信息,辅助科研写作。

立即免费体验

单细胞和空间转录组学揭示SPP1-CD44信号传导驱动肾癌对免疫检查点抑制剂的原发性耐药。

Single-cell and spatial transcriptomics reveal SPP1-CD44 signaling drives primary resistance to immune checkpoint inhibitors in RCC.

作者信息

Zhang Junfeng, Peng Qingyan, Fan Jin, Liu Fuzhong, Chen Hongbo, Bi Xing, Yuan Shuai, Jiang Wei, Pan Ting, Li Kailing, Tan Sihai, Chen Peng

机构信息

Department of Urology, Xinjiang Medical University Affiliated Cancer Hospital, Urumqi, China.

School of Nursing, Xinjiang Medical University, Urumqi, China.

出版信息

J Transl Med. 2024 Dec 30;22(1):1157. doi: 10.1186/s12967-024-06018-5.

DOI:10.1186/s12967-024-06018-5
PMID:39736762
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC11687132/
Abstract

BACKGROUND

Immune checkpoint inhibitors (ICIs) are a cornerstone therapy for advanced renal cell carcinoma (RCC). However, significant rates of primary resistance hinder their efficacy, and the underlying mechanisms remain poorly understood. This study aims to unravel the tumor-immune interactions and signaling pathways driving primary resistance to ICIs in RCC.

METHODS

We integrated single-cell RNA sequencing, spatial transcriptomics, and clinical sample analysis to investigate the tumor microenvironment and intercellular signaling. Advanced computational methods, including cell-cell communication networks, pseudotime trajectories, and gene set enrichment analysis (GSEA), were employed to uncover the underlying resistance mechanisms.

RESULTS

Compared to the sensitive group, the primary resistance group exhibited a significant increase in SPP1-CD44 signaling-mediated interactions between tumor cells and immune cells. These interactions disrupted antigen presentation in immune effector cells and suppressed key chemokine and cytokine pathways, thereby impairing effective immune responses. In contrast, the sensitive group showed more active antigen presentation and cytokine signaling, which facilitated stronger immune responses. Furthermore, the interaction between SPP1-secreting tumor cells and CD44-expressing exhausted CD8 + T cells activated the MAPK signaling pathway within CD8 + Tex cells, exacerbating T cell exhaustion and driving the development of ICI resistance in RCC.

CONCLUSION

Our findings reveal a potential mechanism by which SPP1-CD44 signaling mediates tumor-immune cell interactions leading to ICI resistance, providing a theoretical basis for targeting and disrupting this signaling to overcome primary resistance in RCC.

摘要

背景

免疫检查点抑制剂(ICIs)是晚期肾细胞癌(RCC)的基石疗法。然而,原发性耐药率较高,阻碍了其疗效,其潜在机制仍知之甚少。本研究旨在揭示RCC中驱动对ICIs原发性耐药的肿瘤-免疫相互作用和信号通路。

方法

我们整合了单细胞RNA测序、空间转录组学和临床样本分析,以研究肿瘤微环境和细胞间信号传导。采用先进的计算方法,包括细胞-细胞通讯网络、伪时间轨迹和基因集富集分析(GSEA),来揭示潜在的耐药机制。

结果

与敏感组相比,原发性耐药组中肿瘤细胞与免疫细胞之间由SPP1-CD44信号介导的相互作用显著增加。这些相互作用破坏了免疫效应细胞中的抗原呈递,并抑制了关键的趋化因子和细胞因子通路,从而损害了有效的免疫反应。相比之下,敏感组显示出更活跃的抗原呈递和细胞因子信号传导,这促进了更强的免疫反应。此外,分泌SPP1的肿瘤细胞与表达CD44的耗竭性CD8+T细胞之间的相互作用激活了CD8+Tex细胞内的MAPK信号通路,加剧了T细胞耗竭,并推动了RCC中ICI耐药的发展。

结论

我们的研究结果揭示了一种潜在机制,即SPP1-CD44信号介导肿瘤-免疫细胞相互作用导致ICI耐药,为靶向和破坏该信号以克服RCC中的原发性耐药提供了理论基础。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/328a/11687132/b64ea39b9fd1/12967_2024_6018_Fig6_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/328a/11687132/ad1366470c41/12967_2024_6018_Fig1_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/328a/11687132/49bf7c8fa7ea/12967_2024_6018_Fig2_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/328a/11687132/b91eb99e7853/12967_2024_6018_Fig3_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/328a/11687132/d5758458204a/12967_2024_6018_Fig4_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/328a/11687132/e2a90ee73cb7/12967_2024_6018_Fig5_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/328a/11687132/b64ea39b9fd1/12967_2024_6018_Fig6_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/328a/11687132/ad1366470c41/12967_2024_6018_Fig1_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/328a/11687132/49bf7c8fa7ea/12967_2024_6018_Fig2_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/328a/11687132/b91eb99e7853/12967_2024_6018_Fig3_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/328a/11687132/d5758458204a/12967_2024_6018_Fig4_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/328a/11687132/e2a90ee73cb7/12967_2024_6018_Fig5_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/328a/11687132/b64ea39b9fd1/12967_2024_6018_Fig6_HTML.jpg

相似文献

1
Single-cell and spatial transcriptomics reveal SPP1-CD44 signaling drives primary resistance to immune checkpoint inhibitors in RCC.单细胞和空间转录组学揭示SPP1-CD44信号传导驱动肾癌对免疫检查点抑制剂的原发性耐药。
J Transl Med. 2024 Dec 30;22(1):1157. doi: 10.1186/s12967-024-06018-5.
2
Spatially segregated APOE macrophages restrict immunotherapy efficacy in clear cell renal cell carcinoma.空间隔离的载脂蛋白E巨噬细胞限制了透明细胞肾细胞癌的免疫治疗效果。
Theranostics. 2025 Apr 13;15(11):5312-5336. doi: 10.7150/thno.109097. eCollection 2025.
3
PSMD2 overexpression as a biomarker for resistance and prognosis in renal cell carcinoma treated with immune checkpoint and tyrosine kinase inhibitors.PSMD2 过表达可作为免疫检查点和酪氨酸激酶抑制剂治疗肾细胞癌耐药和预后的生物标志物。
Cell Oncol (Dordr). 2024 Oct;47(5):1943-1956. doi: 10.1007/s13402-024-00977-z. Epub 2024 Sep 2.
4
Decoy-resistant IL-18 reshapes the tumor microenvironment and enhances rejection by anti-CTLA-4 in renal cell carcinoma.抗诱饵IL-18重塑肾细胞癌的肿瘤微环境并增强抗CTLA-4介导的排斥反应。
JCI Insight. 2024 Nov 19;10(1):e184545. doi: 10.1172/jci.insight.184545.
5
Targeting Heat Shock Transcription Factor 4 Enhances the Efficacy of Cabozantinib and Immune Checkpoint Inhibitors in Renal Cell Carcinoma.靶向热休克转录因子4可增强卡博替尼和免疫检查点抑制剂在肾细胞癌中的疗效。
Int J Mol Sci. 2025 Feb 19;26(4):1776. doi: 10.3390/ijms26041776.
6
PABPC1L Induces IDO1 to Promote Tryptophan Metabolism and Immune Suppression in Renal Cell Carcinoma.PABPC1L 通过诱导 IDO1 促进肾细胞癌中的色氨酸代谢和免疫抑制。
Cancer Res. 2024 May 15;84(10):1659-1679. doi: 10.1158/0008-5472.CAN-23-2521.
7
Single-cell transcriptomic analysis reveals gut microbiota-immunotherapy synergy through modulating tumor microenvironment.单细胞转录组分析揭示肠道微生物群与免疫疗法通过调节肿瘤微环境产生协同作用。
Signal Transduct Target Ther. 2025 May 2;10(1):140. doi: 10.1038/s41392-025-02226-7.
8
The JAK-STAT signaling-related signature serves as a prognostic and predictive biomarker for renal cell carcinoma immunotherapy.JAK-STAT 信号相关特征可作为肾细胞癌免疫治疗的预后和预测生物标志物。
Gene. 2024 Nov 15;927:148719. doi: 10.1016/j.gene.2024.148719. Epub 2024 Jun 23.
9
The interaction of YBX1 with G3BP1 promotes renal cell carcinoma cell metastasis via YBX1/G3BP1-SPP1- NF-κB signaling axis.YBX1 与 G3BP1 的相互作用通过 YBX1/G3BP1-SPP1-NF-κB 信号轴促进肾透明细胞癌细胞转移。
J Exp Clin Cancer Res. 2019 Sep 3;38(1):386. doi: 10.1186/s13046-019-1347-0.
10
TUBA1C orchestrates the immunosuppressive tumor microenvironment and resistance to immune checkpoint blockade in clear cell renal cell carcinoma.TUBA1C 调控透明细胞肾细胞癌中的免疫抑制性肿瘤微环境和免疫检查点阻断耐药性。
Front Immunol. 2024 Sep 5;15:1457691. doi: 10.3389/fimmu.2024.1457691. eCollection 2024.

引用本文的文献

1
Noninvasive Prediction of Programmed Cell Death Protein-Ligand 1 Expression in Locally Advanced Non-small Cell Lung Cancer by F-Fluorodeoxyglucose Positron Emission Tomography/Computed Tomography-Based Metabolic Habitats: A Multicenter Radiomic and Biological Study.基于F-氟脱氧葡萄糖正电子发射断层扫描/计算机断层扫描代谢特征对局部晚期非小细胞肺癌程序性细胞死亡蛋白配体1表达的无创预测:一项多中心放射组学和生物学研究
Ann Surg Oncol. 2025 Aug 29. doi: 10.1245/s10434-025-18139-2.
2
Single-cell transcriptomic analysis reveals metastatic and immunosuppressive characteristics in meningioma brain-tumor interface.单细胞转录组分析揭示了脑膜瘤脑肿瘤界面的转移和免疫抑制特征。
J Transl Med. 2025 Aug 18;23(1):930. doi: 10.1186/s12967-025-06935-z.
3

本文引用的文献

1
How chemokines organize the tumour microenvironment.趋化因子如何组织肿瘤微环境。
Nat Rev Cancer. 2024 Jan;24(1):28-50. doi: 10.1038/s41568-023-00635-w. Epub 2023 Dec 8.
2
The evolving tumor microenvironment: From cancer initiation to metastatic outgrowth.不断演变的肿瘤微环境:从癌症起始到转移灶生长
Cancer Cell. 2023 Mar 13;41(3):374-403. doi: 10.1016/j.ccell.2023.02.016.
3
Lung cancer immunotherapy: progress, pitfalls, and promises.肺癌免疫疗法:进展、陷阱和前景。
Integrating clinical trial landscapes and bibliometric analysis: unveiling the impact of PD-1/PD-L1 inhibitors on renal cell carcinoma research and therapeutic trajectories summary.
整合临床试验全景与文献计量分析:揭示PD-1/PD-L1抑制剂对肾细胞癌研究及治疗轨迹的影响总结
Front Immunol. 2025 Jul 23;16:1578838. doi: 10.3389/fimmu.2025.1578838. eCollection 2025.
4
Cancer therapy resistance from a spatial-omics perspective.从空间组学角度看癌症治疗耐药性。
Clin Transl Med. 2025 Jul;15(7):e70396. doi: 10.1002/ctm2.70396.
5
A systematic review of the latest progress of drug resistance and clinical application of immunotherapy in renal cell carcinoma in the past five years based on bibliometrics.基于文献计量学的过去五年肾细胞癌耐药性及免疫治疗临床应用最新进展的系统评价
Hum Vaccin Immunother. 2025 Dec;21(1):2532954. doi: 10.1080/21645515.2025.2532954. Epub 2025 Jul 16.
6
Deciphering the cellular and molecular landscape of cervical cancer progression through single-cell and spatial transcriptomics.通过单细胞和空间转录组学解析宫颈癌进展的细胞和分子格局。
NPJ Precis Oncol. 2025 May 28;9(1):158. doi: 10.1038/s41698-025-00948-z.
7
Identification of the role of MED6 in the development and prognosis of lung adenocarcinoma based on multi-omics profiling.基于多组学分析鉴定MED6在肺腺癌发生发展及预后中的作用
J Cancer. 2025 Apr 13;16(7):2362-2374. doi: 10.7150/jca.110981. eCollection 2025.
8
Tumor Immunotherapy Targeting B7-H3: From Mechanisms to Clinical Applications.靶向B7-H3的肿瘤免疫疗法:从作用机制到临床应用
Immunotargets Ther. 2025 Mar 27;14:291-320. doi: 10.2147/ITT.S507522. eCollection 2025.
Mol Cancer. 2023 Feb 21;22(1):40. doi: 10.1186/s12943-023-01740-y.
4
An integrated microfluidics platform with high-throughput single-cell cloning array and concentration gradient generator for efficient cancer drug effect screening.一种集成的微流控平台,具有高通量单细胞克隆阵列和浓度梯度发生器,可有效筛选癌症药物效果。
Mil Med Res. 2022 Sep 22;9(1):51. doi: 10.1186/s40779-022-00409-9.
5
scRNA-seq of gastric tumor shows complex intercellular interaction with an alternative T cell exhaustion trajectory.胃肿瘤的 scRNA-seq 显示出与替代 T 细胞耗竭轨迹的复杂细胞间相互作用。
Nat Commun. 2022 Aug 23;13(1):4943. doi: 10.1038/s41467-022-32627-z.
6
Facts and Hopes for Immunotherapy in Renal Cell Carcinoma.免疫治疗在肾细胞癌中的现状与展望。
Clin Cancer Res. 2022 Dec 1;28(23):5013-5020. doi: 10.1158/1078-0432.CCR-21-2372.
7
Tertiary lymphoid structures generate and propagate anti-tumor antibody-producing plasma cells in renal cell cancer.三级淋巴结构在肾细胞癌中生成并扩增产生抗肿瘤抗体的浆细胞。
Immunity. 2022 Mar 8;55(3):527-541.e5. doi: 10.1016/j.immuni.2022.02.001. Epub 2022 Feb 28.
8
Smad4 Deficiency Promotes Pancreatic Cancer Immunogenicity by Activating the Cancer-Autonomous DNA-Sensing Signaling Axis.Smad4 缺失通过激活肿瘤自主 DNA 感应信号通路促进胰腺癌免疫原性。
Adv Sci (Weinh). 2022 Mar;9(7):e2103029. doi: 10.1002/advs.202103029. Epub 2022 Jan 22.
9
Distinct roles but cooperative effect of TLR3/9 agonists and PD-1 blockade in converting the immunotolerant microenvironment of irreversible electroporation-ablated tumors.TLR3/9 激动剂与 PD-1 阻断在逆转电穿孔消融肿瘤免疫耐受微环境中的独特作用及协同效应。
Cell Mol Immunol. 2021 Dec;18(12):2632-2647. doi: 10.1038/s41423-021-00796-4. Epub 2021 Nov 15.
10
Determinants of anti-PD-1 response and resistance in clear cell renal cell carcinoma.抗 PD-1 反应和耐药的决定因素在透明细胞肾细胞癌中。
Cancer Cell. 2021 Nov 8;39(11):1497-1518.e11. doi: 10.1016/j.ccell.2021.10.001. Epub 2021 Oct 28.