Department of Gastroenterology and Hepatology , Osaka University Graduate School of Medicine , Suita , Japan.
Department of Medical Genome Sciences , Research Institute for Frontier Medicine , Sapporo Medical University School of Medicine , Sapporo , Japan.
Hepatology. 2023 Jan 1;77(1):77-91. doi: 10.1002/hep.32573. Epub 2022 Jun 17.
Immunotherapy has become the standard-of-care treatment for hepatocellular carcinoma (HCC), but its efficacy remains limited. To identify immunotherapy-susceptible HCC, we profiled the molecular abnormalities and tumor immune microenvironment (TIME) of rapidly increasing nonviral HCC.
We performed RNA-seq of tumor tissues in 113 patients with nonviral HCC and cancer genome sequencing of 69 genes with recurrent genetic alterations reported in HCC. Unsupervised hierarchical clustering classified nonviral HCCs into three molecular classes (Class I, II, III), which stratified patient prognosis. Class I, with the poorest prognosis, was associated with TP53 mutations, whereas class III, with the best prognosis, was associated with cadherin-associated protein beta 1 (CTNNB1) mutations. Thirty-eight percent of nonviral HCC was defined as an immune class characterized by a high frequency of intratumoral steatosis and a low frequency of CTNNB1 mutations. Steatotic HCC, which accounts for 23% of nonviral HCC cases, presented an immune-enriched but immune-exhausted TIME characterized by T cell exhaustion, M2 macrophage and cancer-associated fibroblast (CAF) infiltration, high PD-L1 expression, and TGF-β signaling activation. Spatial transcriptome analysis suggested that M2 macrophages and CAFs may be in close proximity to exhausted CD8+ T cells in steatotic HCC. An in vitro study showed that palmitic acid-induced lipid accumulation in HCC cells upregulated PD-L1 expression and promoted immunosuppressive phenotypes of cocultured macrophages and fibroblasts. Patients with steatotic HCC, confirmed by chemical-shift MR imaging, had significantly longer PFS with combined immunotherapy using anti-PD-L1 and anti-VEGF antibodies.
Multiomics stratified nonviral HCCs according to prognosis or TIME. We identified the link between intratumoral steatosis and immune-exhausted immunotherapy-susceptible TIME.
免疫疗法已成为肝细胞癌(HCC)的标准治疗方法,但疗效仍有限。为了鉴定免疫治疗敏感的 HCC,我们对非病毒性 HCC 中快速增长的分子异常和肿瘤免疫微环境(TIME)进行了分析。
我们对 113 例非病毒性 HCC 患者的肿瘤组织进行了 RNA-seq 分析,并对 HCC 中报道的 69 个反复出现的基因进行了癌症基因组测序。无监督层次聚类将非病毒性 HCC 分为三个分子类型(I 型、II 型、III 型),这些类型可对患者的预后进行分层。预后最差的 I 型与 TP53 突变有关,而预后最好的 III 型与钙粘蛋白相关蛋白β 1(CTNNB1)突变有关。38%的非病毒性 HCC 被定义为免疫型,其特征是肿瘤内脂肪变性频率高,CTNNB1 突变频率低。占非病毒性 HCC 病例 23%的脂肪性 HCC 表现为免疫丰富但免疫衰竭的 TIME,其特征是 T 细胞衰竭、M2 巨噬细胞和癌相关成纤维细胞(CAF)浸润、PD-L1 表达高和 TGF-β信号激活。空间转录组分析表明,M2 巨噬细胞和 CAF 可能与脂肪性 HCC 中衰竭的 CD8+T 细胞密切相关。体外研究表明,HCC 细胞中棕榈酸诱导的脂质积累上调了 PD-L1 的表达,并促进了共培养的巨噬细胞和成纤维细胞的免疫抑制表型。经化学位移磁共振成像(MRI)证实的脂肪性 HCC 患者,联合使用抗 PD-L1 和抗 VEGF 抗体的免疫治疗后,无进展生存期(PFS)显著延长。
多组学根据预后或 TIME 对非病毒性 HCC 进行了分层。我们发现了肿瘤内脂肪变性与免疫衰竭的免疫治疗敏感的 TIME 之间的联系。