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多组学技术鉴定出肿瘤内在的SREBP1驱动肝细胞癌的免疫排斥。

Multiomics identifies tumor-intrinsic SREBP1 driving immune exclusion in hepatocellular carcinoma.

作者信息

Dadey Rebekah E, Li Ruxuan, Griner Jake, Chen Jie, Singh Arjun, Isett Brian, Newman Sarah, Augustin Ryan, Li Aofei, Manning Joseph A, Monga Satdarshan P, Singhi Aatur, Geller David A A, Krieg Carsten, Zervantonakis Ioannis K, Luke Jason John, Bao Riyue

机构信息

UPMC Hillman Cancer Center, Pittsburgh, Pennsylvania, USA.

Department of Medicine, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA.

出版信息

J Immunother Cancer. 2025 Jun 15;13(6):e011537. doi: 10.1136/jitc-2025-011537.

DOI:10.1136/jitc-2025-011537
PMID:40518290
Abstract

Immune checkpoint inhibitors (ICI) have improved patient outcomes in hepatocellular carcinoma (HCC); however, most patients do not experience durable benefit. The non-T cell-inflamed tumor microenvironment, characterized by limited CD8 T-cell infiltration, reduced dendritic cell function, and low interferon-γ-associated gene expression, is associated with a lower likelihood of response to ICI. To nominate new therapeutic targets for overcoming ICI resistance in HCC, we conducted a large-scale multiomic analysis on 900+human specimens (RNA sequencing (RNA-seq), proteomics) and 31 tumor single-cell (sc) RNA-seq samples, with tissue validation through imaging mass cytometry (IMC) and spatial lipidomics by matrix-assisted laser desorption/ionization (MALDI), with experimental investigation by in vitro CD8 T-cell recruitment and macrophage polarization functional assays using three-dimensional (3D) co-culture models. We discovered 32 oncogenic pathways associated with immune exclusion, with sterol regulatory element binding protein 1 (SREBP1, encoded by ) as a hub regulator. scRNA-seq analysis showed that SREBP1 signaling is associated with enriched lipid biogenesis pathways in tumor cells, elevated immunosuppressive markers in macrophages, and diminished CD8 T-cell infiltration. Integration of IMC and MALDI images revealed distinct lipid species differentially abundant in tumor regions with low versus high CD8 T cell infiltration. Functional studies in a 3D in vitro tumor-immune co-culture system demonstrated that CRISPR-mediated knockout (KO) in HepG2 cells reduced monocyte recruitment, decreased expression of the protumorigenic CD206 marker in macrophages, and enhanced CD8 T-cell migration compared with wild-type (WT) (p<0.0001). RNA-seq of KO versus WT tumor cells confirmed suppression of lipid biosynthesis genes.Our findings nominate an atlas of tumor-intrinsic drivers of immune exclusion, particularly SREBP1 via pro-tumorigenic macrophage (M2-like) reprogramming. These pathways may represent novel therapeutic targets to enhance antitumor immunity and deserve further study as targeted therapy candidates to enhance ICI in HCC.

摘要

免疫检查点抑制剂(ICI)已改善了肝细胞癌(HCC)患者的预后;然而,大多数患者并未获得持久的益处。以CD8 T细胞浸润受限、树突状细胞功能降低和干扰素-γ相关基因表达低下为特征的非T细胞炎性肿瘤微环境,与对ICI产生应答的可能性较低相关。为了确定克服HCC中ICI耐药性的新治疗靶点,我们对900多个人类标本(RNA测序(RNA-seq)、蛋白质组学)和31个肿瘤单细胞(sc)RNA-seq样本进行了大规模多组学分析,并通过成像质谱流式细胞术(IMC)和基质辅助激光解吸/电离(MALDI)进行空间脂质组学的组织验证,同时使用三维(3D)共培养模型通过体外CD8 T细胞募集和巨噬细胞极化功能试验进行实验研究。我们发现了32条与免疫排斥相关的致癌途径,其中固醇调节元件结合蛋白1(SREBP1,由[具体基因名称]编码)作为核心调节因子。scRNA-seq分析表明,SREBP1信号传导与肿瘤细胞中丰富的脂质生物合成途径、巨噬细胞中免疫抑制标志物升高以及CD8 T细胞浸润减少相关。IMC和MALDI图像的整合揭示了在CD8 T细胞浸润低与高的肿瘤区域中差异丰富的不同脂质种类。在3D体外肿瘤-免疫共培养系统中的功能研究表明,与野生型(WT)相比,HepG2细胞中CRISPR介导的[基因名称]敲除(KO)减少了单核细胞募集,降低了巨噬细胞中促肿瘤性CD206标志物的表达,并增强了CD8 T细胞迁移(p<0.0001)。KO与WT肿瘤细胞的RNA-seq证实了脂质生物合成基因的抑制。我们的研究结果确定了免疫排斥的肿瘤内在驱动因素图谱,特别是通过促肿瘤性巨噬细胞(M2样)重编程的SREBP1。这些途径可能代表增强抗肿瘤免疫力的新治疗靶点,作为增强HCC中ICI的靶向治疗候选物值得进一步研究。

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本文引用的文献

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Cancer-cell derived S100A11 promotes macrophage recruitment in ER+ breast cancer.癌细胞衍生的 S100A11 促进 ER+ 乳腺癌中巨噬细胞的募集。
Oncoimmunology. 2024 Dec 31;13(1):2429186. doi: 10.1080/2162402X.2024.2429186. Epub 2024 Nov 26.
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Development of mutated β-catenin gene signature to identify mutations from whole and spatial transcriptomic data in patients with HCC.开发突变β-连环蛋白基因特征以从肝癌患者的全转录组和空间转录组数据中识别突变。
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FASN Inhibition Decreases MHC-I Degradation and Synergizes with PD-L1 Checkpoint Blockade in Hepatocellular Carcinoma.
脂肪酸合酶抑制降低 MHC-I 降解并与肝细胞癌中的 PD-L1 检查点阻断协同作用。
Cancer Res. 2024 Mar 15;84(6):855-871. doi: 10.1158/0008-5472.CAN-23-0966.
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Regulation and targeting of SREBP-1 in hepatocellular carcinoma.SREBP-1 在肝细胞癌中的调控和靶向治疗。
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IL-4 and IL-13 induce equivalent expression of traditional M2 markers and modulation of reactive oxygen species in human macrophages.IL-4 和 IL-13 诱导人巨噬细胞中传统 M2 标志物的同等表达和活性氧的调节。
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Identification of tumor-intrinsic drivers of immune exclusion in acral melanoma.鉴定肢端黑色素瘤中免疫排斥的肿瘤内在驱动因素。
J Immunother Cancer. 2023 Oct;11(10). doi: 10.1136/jitc-2023-007567.
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Multiomics identifies metabolic subtypes based on fatty acid degradation allocating personalized treatment in hepatocellular carcinoma.多组学基于脂肪酸降解鉴定代谢亚型,为肝细胞癌分配个体化治疗。
Hepatology. 2024 Feb 1;79(2):289-306. doi: 10.1097/HEP.0000000000000553. Epub 2023 Aug 7.
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Lipid metabolism, BMI and the risk of nonalcoholic fatty liver disease in the general population: evidence from a mediation analysis.脂代谢、体重指数与普通人群非酒精性脂肪性肝病风险的关系:基于中介分析的证据。
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