• 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

空间单细胞分析和邻域分析揭示了与肝细胞癌中检查点抑制剂治疗结果相关的免疫结构决定因素。

Spatial single-cell profiling and neighbourhood analysis reveal the determinants of immune architecture connected to checkpoint inhibitor therapy outcome in hepatocellular carcinoma.

作者信息

Salié Henrike, Wischer Lara, D'Alessio Antonio, Godbole Ira, Suo Yuan, Otto-Mora Patricia, Beck Juergen, Neumann Olaf, Stenzinger Albrecht, Schirmacher Peter, Fulgenzi Claudia A M, Blaumeiser Andreas, Boerries Melanie, Roehlen Natascha, Schultheiß Michael, Hofmann Maike, Thimme Robert, Pinato David J, Longerich Thomas, Bengsch Bertram

机构信息

Department of Internal Medicine II, Medical Center - University of Freiburg, Freiburg, Germany.

Department of Surgery & Cancer, Imperial College London, London, UK.

出版信息

Gut. 2025 Feb 6;74(3):451-466. doi: 10.1136/gutjnl-2024-332837.

DOI:10.1136/gutjnl-2024-332837
PMID:39349005
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC11874287/
Abstract

BACKGROUND

The determinants of the response to checkpoint immunotherapy in hepatocellular carcinoma (HCC) remain poorly understood. The organisation of the immune response in the tumour microenvironment (TME) is expected to govern immunotherapy outcomes but spatial immunotypes remain poorly defined.

OBJECTIVE

We hypothesised that the deconvolution of spatial immune network architectures could identify clinically relevant immunotypes in HCC.

DESIGN

We conducted highly multiplexed imaging mass cytometry on HCC tissues from 101 patients. We performed in-depth spatial single-cell analysis in a discovery and validation cohort to deconvolute the determinants of the heterogeneity of HCC immune architecture and develop a spatial immune classification that was tested for the prediction of immune checkpoint inhibitor (ICI) therapy.

RESULTS

Bioinformatic analysis identified 23 major immune, stroma, parenchymal and tumour cell types in the HCC TME. Unsupervised neighbourhood detection based on the spatial interaction of immune cells identified three immune architectures with differing involvement of immune cells and immune checkpoints dominated by either CD8 T-cells, myeloid immune cells or B- and CD4 T-cells. We used these to define three major spatial HCC immunotypes that reflect a higher level of intratumour immune cell organisation: depleted, compartmentalised and enriched. Progression-free survival under ICI therapy differed significantly between the spatial immune types with improved survival of enriched patients. In patients with intratumour heterogeneity, the presence of one enriched area governed long-term survival.

摘要

背景

肝细胞癌(HCC)中对免疫检查点免疫疗法反应的决定因素仍知之甚少。肿瘤微环境(TME)中的免疫反应组织有望决定免疫治疗结果,但空间免疫类型仍定义不清。

目的

我们假设空间免疫网络架构的反卷积可以识别HCC中临床相关的免疫类型。

设计

我们对101例患者的HCC组织进行了高度多重成像质谱流式细胞术分析。我们在一个发现队列和验证队列中进行了深入的空间单细胞分析,以反卷积HCC免疫结构异质性的决定因素,并开发一种空间免疫分类方法,用于测试免疫检查点抑制剂(ICI)治疗的预测效果。

结果

生物信息学分析在HCC的TME中鉴定出23种主要的免疫、基质、实质和肿瘤细胞类型。基于免疫细胞的空间相互作用进行的无监督邻域检测识别出三种免疫结构,其免疫细胞和免疫检查点的参与程度不同,分别以CD8 T细胞、髓系免疫细胞或B细胞和CD4 T细胞为主。我们用这些来定义三种主要的空间HCC免疫类型,它们反映了肿瘤内免疫细胞组织的更高水平:耗竭型(depleted)、分隔型(compartmentalised)和富集型(enriched)。ICI治疗下的无进展生存期在不同空间免疫类型之间有显著差异,富集型患者的生存期有所改善。在肿瘤内存在异质性的患者中,一个富集区域的存在决定了长期生存。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9ffc/11874287/2fd292864242/gutjnl-74-3-g007.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9ffc/11874287/31eeb9342811/gutjnl-74-3-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9ffc/11874287/4c3d5dd3a507/gutjnl-74-3-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9ffc/11874287/3dc2ee32ab92/gutjnl-74-3-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9ffc/11874287/87fa27ffabad/gutjnl-74-3-g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9ffc/11874287/99b21ade74aa/gutjnl-74-3-g005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9ffc/11874287/ea740273df17/gutjnl-74-3-g006.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9ffc/11874287/2fd292864242/gutjnl-74-3-g007.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9ffc/11874287/31eeb9342811/gutjnl-74-3-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9ffc/11874287/4c3d5dd3a507/gutjnl-74-3-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9ffc/11874287/3dc2ee32ab92/gutjnl-74-3-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9ffc/11874287/87fa27ffabad/gutjnl-74-3-g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9ffc/11874287/99b21ade74aa/gutjnl-74-3-g005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9ffc/11874287/ea740273df17/gutjnl-74-3-g006.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9ffc/11874287/2fd292864242/gutjnl-74-3-g007.jpg

相似文献

1
Spatial single-cell profiling and neighbourhood analysis reveal the determinants of immune architecture connected to checkpoint inhibitor therapy outcome in hepatocellular carcinoma.空间单细胞分析和邻域分析揭示了与肝细胞癌中检查点抑制剂治疗结果相关的免疫结构决定因素。
Gut. 2025 Feb 6;74(3):451-466. doi: 10.1136/gutjnl-2024-332837.
2
Single cell analyses reveal the PD-1 blockade response-related immune features in hepatocellular carcinoma.单细胞分析揭示了 PD-1 阻断反应相关的肝癌免疫特征。
Theranostics. 2024 Jun 1;14(9):3526-3547. doi: 10.7150/thno.95971. eCollection 2024.
3
Identification of a tumour immune barrier in the HCC microenvironment that determines the efficacy of immunotherapy.在肝癌微环境中鉴定决定免疫治疗疗效的肿瘤免疫屏障。
J Hepatol. 2023 Apr;78(4):770-782. doi: 10.1016/j.jhep.2023.01.011. Epub 2023 Jan 26.
4
Spatial Dynamics of T- and B-Cell Responses Predicts Clinical Outcome of Resectable and Unresectable Hepatocellular Carcinoma.T细胞和B细胞反应的空间动力学预测可切除和不可切除肝细胞癌的临床结果。
Clin Cancer Res. 2024 Dec 16;30(24):5666-5680. doi: 10.1158/1078-0432.CCR-24-0479.
5
Anlotinib potentiates anti-PD1 immunotherapy via transferrin receptor-dependent CD8 T-cell infiltration in hepatocellular carcinoma.安罗替尼通过转铁蛋白受体依赖性 CD8 T 细胞浸润增强肝癌的抗 PD-1 免疫治疗。
Clin Transl Med. 2024 Aug;14(8):e1738. doi: 10.1002/ctm2.1738.
6
Identification of immunological subtypes of hepatocellular carcinoma with expression profiling of immune-modulating genes.基于免疫调节基因表达谱鉴定肝癌的免疫亚型。
Aging (Albany NY). 2020 Jun 16;12(12):12187-12205. doi: 10.18632/aging.103395.
7
Viral status, immune microenvironment and immunological response to checkpoint inhibitors in hepatocellular carcinoma.肝癌的病毒状态、免疫微环境和免疫检查点抑制剂的免疫反应。
J Immunother Cancer. 2020 Apr;8(1). doi: 10.1136/jitc-2019-000394.
8
Targeting MMP9 in CTNNB1 mutant hepatocellular carcinoma restores CD8 T cell-mediated antitumour immunity and improves anti-PD-1 efficacy.靶向 CTNNB1 突变型肝细胞癌中的 MMP9 可恢复 CD8 T 细胞介导的抗肿瘤免疫并提高抗 PD-1 疗效。
Gut. 2024 May 10;73(6):985-999. doi: 10.1136/gutjnl-2023-331342.
9
Antibodies Against Immune Checkpoint Molecules Restore Functions of Tumor-Infiltrating T Cells in Hepatocellular Carcinomas.针对免疫检查点分子的抗体恢复了肝癌浸润 T 细胞的功能。
Gastroenterology. 2017 Oct;153(4):1107-1119.e10. doi: 10.1053/j.gastro.2017.06.017. Epub 2017 Jun 23.
10
Role of immune cell homeostasis in research and treatment response in hepatocellular carcinoma.免疫细胞稳态在肝细胞癌研究及治疗反应中的作用
Clin Exp Med. 2025 Jan 18;25(1):42. doi: 10.1007/s10238-024-01543-5.

引用本文的文献

1
Spatial immune scoring and prediction of HCC outcomes.肝癌结局的空间免疫评分与预测
JHEP Rep. 2025 Jul 16;7(8):101476. doi: 10.1016/j.jhepr.2025.101476. eCollection 2025 Aug.
2
Cancer systems immunology reveals myeloid-T cell interactions and B cell activation mediate response to checkpoint inhibition in metastatic breast cancer.癌症系统免疫学揭示,髓系细胞与T细胞的相互作用以及B细胞活化介导转移性乳腺癌对检查点抑制的反应。
bioRxiv. 2025 Jun 13:2025.06.09.658361. doi: 10.1101/2025.06.09.658361.
3
CD4 T cells and B cell help - when exhausted cells can still function.

本文引用的文献

1
PENGUIN: A rapid and efficient image preprocessing tool for multiplexed spatial proteomics.企鹅:一种用于多重空间蛋白质组学的快速高效图像预处理工具。
Comput Struct Biotechnol J. 2024 Oct 31;23:3920-3928. doi: 10.1016/j.csbj.2024.10.048. eCollection 2024 Dec.
2
Tremelimumab plus Durvalumab in Unresectable Hepatocellular Carcinoma.特瑞利木单抗联合度伐利尤单抗治疗不可切除肝细胞癌。
NEJM Evid. 2022 Aug;1(8):EVIDoa2100070. doi: 10.1056/EVIDoa2100070. Epub 2022 Jun 6.
3
Nivolumab and ipilimumab in recurrent or refractory cancer of unknown primary: a phase II trial.
CD4 T细胞与B细胞的辅助作用——耗竭细胞仍能发挥功能时。
JHEP Rep. 2025 Apr 23;7(7):101435. doi: 10.1016/j.jhepr.2025.101435. eCollection 2025 Jul.
4
Bridging Immune Evasion and Vascular Dynamics for Novel Therapeutic Frontiers in Hepatocellular Carcinoma.肝细胞癌新型治疗前沿:连接免疫逃逸与血管动力学
Cancers (Basel). 2025 May 31;17(11):1860. doi: 10.3390/cancers17111860.
5
Expression landscape of epigenetic genes in human hepatocellular carcinoma.人类肝细胞癌中表观遗传基因的表达图谱
J Physiol Biochem. 2025 Jun 12. doi: 10.1007/s13105-025-01095-6.
6
Tumor-stroma proportion on primary tumor as a prognostic biomarker in advanced ovarian cancer patients receiving chemo-immunotherapy as first-line therapy: analyses from the NeoPembrOV/GINECO phase II randomized trial.作为一线治疗接受化疗免疫疗法的晚期卵巢癌患者中,原发肿瘤的肿瘤-基质比例作为预后生物标志物:来自NeoPembrOV/GINECO II期随机试验的分析
ESMO Open. 2025 Jun;10(6):105104. doi: 10.1016/j.esmoop.2025.105104. Epub 2025 Jun 4.
7
Integrated multi-omics analysis reveals the functional and prognostic significance of lactylation-related gene PRDX1 in breast cancer.综合多组学分析揭示了乳酰化相关基因PRDX1在乳腺癌中的功能及预后意义。
Front Mol Biosci. 2025 Apr 4;12:1580622. doi: 10.3389/fmolb.2025.1580622. eCollection 2025.
8
Multiomics analysis of immune correlatives in hepatocellular carcinoma patients treated with tremelimumab plus durvalumab.接受曲美木单抗联合度伐利尤单抗治疗的肝细胞癌患者免疫相关因素的多组学分析
Gut. 2025 May 7;74(6):983-995. doi: 10.1136/gutjnl-2024-334026.
9
Gut microbiota trigger host liver immune responses that affect drug-metabolising enzymes.肠道微生物群引发影响药物代谢酶的宿主肝脏免疫反应。
Front Immunol. 2024 Dec 11;15:1511229. doi: 10.3389/fimmu.2024.1511229. eCollection 2024.
纳武利尤单抗联合伊匹单抗治疗复发性或难治性不明原发癌:一项 II 期试验。
Nat Commun. 2023 Oct 24;14(1):6761. doi: 10.1038/s41467-023-42400-5.
4
The cancer-immunity cycle: Indication, genotype, and immunotype.癌症免疫周期:指征、基因型和免疫型。
Immunity. 2023 Oct 10;56(10):2188-2205. doi: 10.1016/j.immuni.2023.09.011.
5
An end-to-end workflow for multiplexed image processing and analysis.用于多重图像处理和分析的端到端工作流程。
Nat Protoc. 2023 Nov;18(11):3565-3613. doi: 10.1038/s41596-023-00881-0. Epub 2023 Oct 10.
6
Spatial proteomics of immune microenvironment in nonalcoholic steatohepatitis-associated hepatocellular carcinoma.非酒精性脂肪性肝炎相关肝细胞癌免疫微环境的空间蛋白质组学。
Hepatology. 2024 Mar 1;79(3):560-574. doi: 10.1097/HEP.0000000000000591. Epub 2023 Sep 21.
7
Biomarkers for immunotherapy of hepatocellular carcinoma.用于肝细胞癌免疫治疗的生物标志物。
Nat Rev Clin Oncol. 2023 Nov;20(11):780-798. doi: 10.1038/s41571-023-00816-4. Epub 2023 Sep 19.
8
Tumor-associated macrophages trigger MAIT cell dysfunction at the HCC invasive margin.肿瘤相关巨噬细胞在 HCC 侵袭边缘触发 MAIT 细胞功能障碍。
Cell. 2023 Aug 17;186(17):3686-3705.e32. doi: 10.1016/j.cell.2023.07.026.
9
Intratumoral dendritic cell-CD4 T helper cell niches enable CD8 T cell differentiation following PD-1 blockade in hepatocellular carcinoma.肿瘤内树突状细胞-CD4+T 辅助细胞龛促进 PD-1 阻断后肝癌中 CD8+T 细胞的分化。
Nat Med. 2023 Jun;29(6):1389-1399. doi: 10.1038/s41591-023-02345-0. Epub 2023 Jun 15.
10
The management of hepatocellular carcinoma. Current expert opinion and recommendations derived from the 24th ESMO/World Congress on Gastrointestinal Cancer, Barcelona, 2022.肝细胞癌的治疗管理。来自 2022 年第 24 届欧洲肿瘤内科学会(ESMO)/世界胃肠癌大会(巴塞罗那)的当前专家意见和建议。
ESMO Open. 2023 Jun;8(3):101567. doi: 10.1016/j.esmoop.2023.101567. Epub 2023 May 31.