Suppr超能文献

在 HCC 中对免疫检查点抑制剂有反应的肿瘤微环境进行分层:从解析免疫缺氧相互作用到临床适用的 MRI 放射组学模型。

Stratifying ICIs-responsive tumor microenvironment in HCC: from parsing out immune-hypoxic crosstalk to clinically applicable MRI-radiomics models.

机构信息

Liver Cancer Institute, Zhongshan Hospital, Fudan University, Shanghai, 200032, China.

Key Laboratory of Carcinogenesis and Cancer Invasion of Ministry of Education, Fudan University, Shanghai, 200032, China.

出版信息

Br J Cancer. 2024 May;130(8):1356-1364. doi: 10.1038/s41416-023-02463-z. Epub 2024 Feb 14.

Abstract

BACKGROUND

We aimed to redefine Immune checkpoint inhibitors (ICIs)-responsive "hot" TME and develop a corresponding stratification model to maximize ICIs-efficacy in Hepatocellular Carcinoma (HCC).

METHODS

Hypoxic scores were designed, and the relevance to immunotherapy responses were validated in pan-cancers through single cell analysis. Multi-omics analysis using the hypoxic scores and immune infiltrate abundance was performed to redefine the ICIs-responsive TME subtype in HCC patients from TCGA (n = 363) and HCCDB database (n = 228). The immune hypoxic stress index (IHSI) was constructed to stratify the ICIs-responsive TME subtype, with exploring biological mechanism in vitro and in vivo. MRI-radiomics models were built for clinical applicability.

RESULTS

The hypoxic scores were lower in the dominant cell-subclusters of responders in pan-cancers. The higher immune infiltrate-normoxic (HIN) subtype was redefined as the ICIs-responsive TME. Stratification of the HIN subtype using IHSI effectively identified ICIs-responders in Melanoma (n = 122) and urological cancer (n = 22). TRAF3IP3, the constituent gene of IHSI, was implicated in ICIs-relevant "immune-hypoxic" crosstalk by stimulating MAVS/IFN-I pathway under normoxic condition. MRI-radiomics models assessing TRAF3IP3 with HIF1A expression (AUC > 0.80) screened ICIs-Responders in HCC cohort (n = 75).

CONCLUSION

The hypoxic-immune stratification redefined ICIs-responsive TME and provided MRI-Radiomics models for initial ICIs-responders screening, with IHSI facilitating further identification.

摘要

背景

我们旨在重新定义免疫检查点抑制剂(ICI)反应性“热”肿瘤微环境,并开发相应的分层模型,以最大限度地提高肝细胞癌(HCC)中ICI 的疗效。

方法

设计缺氧评分,并通过单细胞分析在泛癌中验证与免疫治疗反应的相关性。使用缺氧评分和免疫浸润丰度进行多组学分析,以重新定义 TCGA(n=363)和 HCCDB 数据库(n=228)中 HCC 患者的 ICI 反应性 TME 亚型。构建免疫缺氧应激指数(IHSI),以分层 ICI 反应性 TME 亚型,并在体外和体内探索生物学机制。建立 MRI 放射组学模型以实现临床适用性。

结果

泛癌中应答者优势细胞亚群的缺氧评分较低。定义更高的免疫浸润常氧(HIN)亚型为 ICI 反应性 TME。使用 IHSI 对 HIN 亚型进行分层,可有效识别黑色素瘤(n=122)和泌尿系统癌症(n=22)中的 ICI 应答者。IHSI 的组成基因 TRAF3IP3 通过在常氧条件下刺激 MAVS/IFN-I 通路,参与 ICI 相关的“免疫缺氧”串扰。评估 TRAF3IP3 与 HIF1A 表达的 MRI 放射组学模型(AUC>0.80)筛选 HCC 队列(n=75)中的 ICI 应答者。

结论

缺氧-免疫分层重新定义了 ICI 反应性 TME,并提供了 MRI 放射组学模型以初步筛选 ICI 应答者,IHSI 有助于进一步鉴定。

相似文献

6
Integrative multi-omics analysis reveals a novel subtype of hepatocellular carcinoma with biological and clinical relevance.
Front Immunol. 2024 Dec 6;15:1517312. doi: 10.3389/fimmu.2024.1517312. eCollection 2024.
7
Combinatorial targeting of immune checkpoints and epigenetic regulators for hepatocellular carcinoma therapy.
Oncogene. 2023 Mar;42(14):1051-1057. doi: 10.1038/s41388-023-02646-1. Epub 2023 Mar 1.
9
DNA Damage Repair Status Predicts Opposite Clinical Prognosis Immunotherapy and Non-Immunotherapy in Hepatocellular Carcinoma.
Front Immunol. 2021 Jul 15;12:676922. doi: 10.3389/fimmu.2021.676922. eCollection 2021.
10
Immune checkpoint inhibitor resistance in hepatocellular carcinoma.
Cancer Lett. 2023 Feb 28;555:216038. doi: 10.1016/j.canlet.2022.216038. Epub 2022 Dec 16.

本文引用的文献

1
HIG1 domain family member 1A is a crucial regulator of disorders associated with hypoxia.
Mitochondrion. 2023 Mar;69:171-182. doi: 10.1016/j.mito.2023.02.009. Epub 2023 Feb 16.
2
The transformational potential of molecular radiomics.
J Med Radiat Sci. 2023 Apr;70 Suppl 2(Suppl 2):77-88. doi: 10.1002/jmrs.626. Epub 2022 Oct 13.
3
The theory of tumor ecosystem.
Cancer Commun (Lond). 2022 Jul;42(7):587-608. doi: 10.1002/cac2.12316. Epub 2022 Jun 1.
4
Turning cold tumors hot: from molecular mechanisms to clinical applications.
Trends Immunol. 2022 Jul;43(7):523-545. doi: 10.1016/j.it.2022.04.010. Epub 2022 May 25.
7
The Effect of Hypoxia and Hypoxia-Associated Pathways in the Regulation of Antitumor Response: Friends or Foes?
Front Immunol. 2022 Feb 8;13:828875. doi: 10.3389/fimmu.2022.828875. eCollection 2022.
10
The impact of hypoxia on immune state in cancer.
Life Sci. 2021 Dec 1;286:120057. doi: 10.1016/j.lfs.2021.120057. Epub 2021 Oct 16.

文献AI研究员

20分钟写一篇综述,助力文献阅读效率提升50倍。

立即体验

用中文搜PubMed

大模型驱动的PubMed中文搜索引擎

马上搜索

文档翻译

学术文献翻译模型,支持多种主流文档格式。

立即体验