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.
Br J Cancer. 2024 May;130(8):1356-1364. doi: 10.1038/s41416-023-02463-z. Epub 2024 Feb 14.
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).
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.
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).
The hypoxic-immune stratification redefined ICIs-responsive TME and provided MRI-Radiomics models for initial ICIs-responders screening, with IHSI facilitating further identification.
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。
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。
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。
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。