• 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

单细胞剖析多细胞生态系统和 HCC 微血管侵犯的分子特征。

Single-cell dissection of the multicellular ecosystem and molecular features underlying microvascular invasion in HCC.

机构信息

Department of Hepatic Surgery, The First Affiliated Hospital of Harbin Medical University, Harbin, P. R. China.

School of Biomedical Engineering, Wenzhou Medical University, Wenzhou, P. R. China.

出版信息

Hepatology. 2024 Jun 1;79(6):1293-1309. doi: 10.1097/HEP.0000000000000673. Epub 2023 Nov 16.

DOI:10.1097/HEP.0000000000000673
PMID:37972953
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC11095903/
Abstract

BACKGROUND AND AIMS

Microvascular invasion (MVI) is a crucial pathological hallmark of HCC that is closely associated with poor outcomes, early recurrence, and intrahepatic metastasis following surgical resection and transplantation. However, the intricate tumor microenvironment and transcriptional programs underlying MVI in HCC remain poorly understood.

APPROACH AND RESULTS

We performed single-cell RNA sequencing of 46,789 individual cells from 10 samples of MVI+ (MVI present) and MVI- (MVI absent) patients with HCC. We conducted comprehensive and comparative analyses to characterize cellular and molecular features associated with MVI and validated key findings using external bulk, single-cell, and spatial transcriptomic datasets coupled with multiplex immunofluorescence assays. The comparison identified specific subtypes of immune and stromal cells critical to the formation of the immunosuppressive and pro-metastatic microenvironment in MVI+ tumors, including cycling T cells, lysosomal associated membrane protein 3+ dendritic cells, triggering receptor expressed on myeloid cells 2+ macrophages, myofibroblasts, and arterial i endothelial cells. MVI+ malignant cells are characterized by high proliferation rates, whereas MVI- malignant cells exhibit an inflammatory milieu. Additionally, we identified the midkine-dominated interaction between triggering receptor expressed on myeloid cells 2+ macrophages and malignant cells as a contributor to MVI formation and tumor progression. Notably, we unveiled a spatially co-located multicellular community exerting a dominant role in shaping the immunosuppressive microenvironment of MVI and correlating with unfavorable prognosis.

CONCLUSIONS

This study provides a comprehensive single-cell atlas of MVI in HCC, shedding light on the complex multicellular ecosystem and molecular features associated with MVI. These findings deepen our understanding of the underlying mechanisms driving MVI and provide valuable insights for improving clinical diagnosis and developing more effective treatment strategies.

摘要

背景和目的

微血管侵犯(MVI)是 HCC 的关键病理标志,与手术切除和移植后不良预后、早期复发和肝内转移密切相关。然而,MVI 背后复杂的肿瘤微环境和转录程序仍知之甚少。

方法和结果

我们对 10 例 MVI+(存在 MVI)和 MVI-(不存在 MVI)HCC 患者的 46789 个单个细胞进行了单细胞 RNA 测序。我们进行了全面和比较分析,以描述与 MVI 相关的细胞和分子特征,并使用外部批量、单细胞和空间转录组数据集以及多重免疫荧光测定验证了关键发现。比较确定了特定的免疫和基质细胞亚型,这些亚型对于 MVI+肿瘤中免疫抑制和促转移微环境的形成至关重要,包括循环 T 细胞、溶酶体相关膜蛋白 3+树突状细胞、髓样细胞触发受体 2+巨噬细胞、肌成纤维细胞和动脉 i 内皮细胞。MVI+恶性细胞的特征是高增殖率,而 MVI-恶性细胞则表现出炎症环境。此外,我们发现髓样细胞触发受体 2+巨噬细胞和恶性细胞之间以中期因子为主的相互作用是 MVI 形成和肿瘤进展的一个贡献因素。值得注意的是,我们揭示了一个空间上共存的多细胞群落,它在塑造 MVI 的免疫抑制微环境方面发挥着主导作用,并与不良预后相关。

结论

本研究提供了 HCC 中 MVI 的全面单细胞图谱,揭示了与 MVI 相关的复杂多细胞生态系统和分子特征。这些发现加深了我们对驱动 MVI 的潜在机制的理解,并为改善临床诊断和开发更有效的治疗策略提供了有价值的见解。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/25c2/11095903/860d41be83d9/hep-79-1293-g008.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/25c2/11095903/e19533b314fb/hep-79-1293-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/25c2/11095903/077b526ee134/hep-79-1293-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/25c2/11095903/b721734aabd9/hep-79-1293-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/25c2/11095903/d97e6282611a/hep-79-1293-g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/25c2/11095903/91295114faec/hep-79-1293-g005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/25c2/11095903/8e6a7434cefc/hep-79-1293-g006.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/25c2/11095903/62e117dc65c0/hep-79-1293-g007.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/25c2/11095903/860d41be83d9/hep-79-1293-g008.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/25c2/11095903/e19533b314fb/hep-79-1293-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/25c2/11095903/077b526ee134/hep-79-1293-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/25c2/11095903/b721734aabd9/hep-79-1293-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/25c2/11095903/d97e6282611a/hep-79-1293-g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/25c2/11095903/91295114faec/hep-79-1293-g005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/25c2/11095903/8e6a7434cefc/hep-79-1293-g006.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/25c2/11095903/62e117dc65c0/hep-79-1293-g007.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/25c2/11095903/860d41be83d9/hep-79-1293-g008.jpg

相似文献

1
Single-cell dissection of the multicellular ecosystem and molecular features underlying microvascular invasion in HCC.单细胞剖析多细胞生态系统和 HCC 微血管侵犯的分子特征。
Hepatology. 2024 Jun 1;79(6):1293-1309. doi: 10.1097/HEP.0000000000000673. Epub 2023 Nov 16.
2
Single-cell RNA sequencing-derived signatures define response patterns to atezolizumab + bevacizumab in advanced hepatocellular carcinoma.单细胞RNA测序衍生的特征定义了晚期肝细胞癌对阿替利珠单抗+贝伐单抗的反应模式。
J Hepatol. 2025 Jun;82(6):1036-1049. doi: 10.1016/j.jhep.2024.12.016. Epub 2024 Dec 19.
3
The circular RNA ciRS-7 (Cdr1as) acts as a risk factor of hepatic microvascular invasion in hepatocellular carcinoma.环状RNA ciRS-7(Cdr1as)是肝细胞癌肝微血管侵犯的一个危险因素。
J Cancer Res Clin Oncol. 2017 Jan;143(1):17-27. doi: 10.1007/s00432-016-2256-7. Epub 2016 Sep 10.
4
Revealing the role of necroptosis microenvironment: FCGBP + tumor-associated macrophages drive primary liver cancer differentiation towards cHCC-CCA or iCCA.揭示坏死性凋亡微环境的作用:FCGBP+肿瘤相关巨噬细胞驱动原发性肝癌向胆管细胞型肝细胞癌或肝内胆管癌分化。
Apoptosis. 2024 Apr;29(3-4):460-481. doi: 10.1007/s10495-023-01908-3. Epub 2023 Nov 28.
5
Integrated single-cell and bulk transcriptome analysis of R-loop score-based signature with regard to immune microenvironment, lipid metabolism and prognosis in HCC.基于R环评分的特征在肝癌免疫微环境、脂质代谢及预后方面的单细胞与批量转录组综合分析
Front Immunol. 2025 Jan 9;15:1487372. doi: 10.3389/fimmu.2024.1487372. eCollection 2024.
6
Using deep learning to predict microvascular invasion in hepatocellular carcinoma based on dynamic contrast-enhanced MRI combined with clinical parameters.基于动态对比增强 MRI 联合临床参数的深度学习预测肝细胞癌微血管侵犯
J Cancer Res Clin Oncol. 2021 Dec;147(12):3757-3767. doi: 10.1007/s00432-021-03617-3. Epub 2021 Apr 10.
7
Plasma proteomic signature for preoperative prediction of microvascular invasion in HCC.用于术前预测肝癌微血管侵犯的血浆蛋白质组学特征
JHEP Rep. 2025 Jun 10;7(9):101481. doi: 10.1016/j.jhepr.2025.101481. eCollection 2025 Sep.
8
Integrated single-cell and transcriptomic analysis of bone marrow-derived metastatic neuroblastoma reveals molecular mechanisms of metabolic reprogramming.骨髓源性转移性神经母细胞瘤的单细胞与转录组学整合分析揭示代谢重编程的分子机制。
Sci Rep. 2025 Aug 5;15(1):28519. doi: 10.1038/s41598-025-13626-8.
9
Adjuvant transarterial chemoembolization plus lenvatinib for patients with HCC with MVI after resection: a multicenter retrospective study.辅助性经动脉化疗栓塞联合乐伐替尼治疗肝癌切除术后伴微血管侵犯患者:一项多中心回顾性研究
Oncologist. 2025 Jun 4;30(6). doi: 10.1093/oncolo/oyaf139.
10
Correlation between 18 F-FDG PET/CT metabolic parameters and microvascular invasion before liver transplantation in patients with hepatocellular carcinoma.18 F-FDG PET/CT 代谢参数与肝癌患者肝移植前微血管侵犯的相关性。
Nucl Med Commun. 2024 Dec 1;45(12):1033-1038. doi: 10.1097/MNM.0000000000001897. Epub 2024 Sep 13.

引用本文的文献

1
Computed tomography-based deep learning and multi-instance learning for predicting microvascular invasion and prognosis in hepatocellular carcinoma.基于计算机断层扫描的深度学习和多实例学习用于预测肝细胞癌的微血管侵犯和预后
World J Gastroenterol. 2025 Aug 14;31(30):109186. doi: 10.3748/wjg.v31.i30.109186.
2
Plasma proteomic signature for preoperative prediction of microvascular invasion in HCC.用于术前预测肝癌微血管侵犯的血浆蛋白质组学特征
JHEP Rep. 2025 Jun 10;7(9):101481. doi: 10.1016/j.jhepr.2025.101481. eCollection 2025 Sep.
3
Radiomics analysis based on dynamic contrast-enhanced MRI for predicting early recurrence after hepatectomy in hepatocellular carcinoma patients.
基于动态对比增强磁共振成像的影像组学分析预测肝细胞癌患者肝切除术后早期复发
Sci Rep. 2025 Jul 1;15(1):22240. doi: 10.1038/s41598-025-02291-6.
4
Lipid Metabolism Reprogramming in Tumor-Associated Macrophages Modulates Their Function in Primary Liver Cancers.肿瘤相关巨噬细胞中的脂质代谢重编程调节其在原发性肝癌中的功能。
Cancers (Basel). 2025 May 31;17(11):1858. doi: 10.3390/cancers17111858.
5
Immune microenvironment in hepatocellular carcinoma: from pathogenesis to immunotherapy.肝细胞癌中的免疫微环境:从发病机制到免疫治疗
Cell Mol Immunol. 2025 Jun 11. doi: 10.1038/s41423-025-01308-4.
6
A non-invasive nomogram for the prediction of poor prognosis of hepatocellular carcinoma based on the novel marker Interleukin-41.基于新型标志物白细胞介素-41预测肝细胞癌预后不良的无创列线图
BMC Cancer. 2025 May 26;25(1):941. doi: 10.1186/s12885-025-14344-0.
7
Associations between dynamic-contrast enhanced MRI with histopathological features in atypical HCC using spatial co-registration with biopsy.使用活检的空间共配准技术,研究非典型肝癌动态对比增强磁共振成像与组织病理学特征之间的关联。
Am J Transl Res. 2025 Apr 15;17(4):2967-2975. doi: 10.62347/PJYE7877. eCollection 2025.
8
SRGN-mediated reactivation of the YAP/CRISPLD2 axis promotes aggressiveness of hepatocellular carcinoma.SRGN介导的YAP/CRISPLD2轴重新激活促进肝细胞癌的侵袭性。
Int J Biol Sci. 2025 Apr 28;21(7):3262-3285. doi: 10.7150/ijbs.108151. eCollection 2025.
9
Effects of ER-phagy regulatory genes on the microenvironment of hepatocellular carcinoma: a comprehensive analysis.内质网自噬调节基因对肝细胞癌微环境的影响:一项综合分析
Discov Oncol. 2025 May 17;16(1):795. doi: 10.1007/s12672-025-02649-2.
10
Multi-omics identification of a polyamine metabolism related signature for hepatocellular carcinoma and revealing tumor microenvironment characteristics.多组学鉴定肝细胞癌中与多胺代谢相关的特征并揭示肿瘤微环境特征
Front Immunol. 2025 Apr 22;16:1570378. doi: 10.3389/fimmu.2025.1570378. eCollection 2025.