Huang Jiacheng, Zhang Lele, Chen Jianxiang, Wan Dalong, Zhou Lin, Zheng Shusen, Qiao Yiting
Division of Hepatobiliary and Pancreatic Surgery, Department of Surgery, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China.
School of Medicine, Zhejiang University, Hangzhou, China.
Front Oncol. 2021 Sep 28;11:744951. doi: 10.3389/fonc.2021.744951. eCollection 2021.
Tumor-infiltrating immune cells are important components of tumor microenvironment (TME), and their composition reflects the confrontation between host immune system and tumor cells. However, the relationship between the composition of infiltrating immune cells, prognosis, and the applicability of anti-PD-1/PD-L1 therapy in hepatocellular carcinoma (HCC) needs systematic examination.
Cell-Type Identification by Estimating Relative Subsets of RNA Transcripts (CIBERSORT) was applied to evaluate the infiltration of immune cells based on The Cancer Genome Atlas (TCGA) liver hepatocellular carcinoma (LIHC) cohort. Diagnostic and prognostic models were constructed based on immune cells, and the models were validated by two external cohorts. The relationship between immune cells and PD-L1 was evaluated by Spearman correlation, and the finding was validated in our in-house HCC sample.
Patients in TCGA LIHC cohort were classified into six subtypes with different prognosis based on the proportion of tumor-infiltrating immune cells simulated CIBERSORT. Among 22 types of immune cells, intratumoral PD-L1 mRNA level exhibited linear relationship with the fraction of five types of immune cells (M1 macrophages, plasma cells, CD8 T cells, resting mast cells, and regulatory T cells), and M1 macrophages showed the strongest relevance ( = 0.26, < 0.001). Immunohistochemistry of our in-house HCC specimens verified this conclusion. Moreover, intratumoral mRNA levels of M1 macrophage-associated cytokines were positively correlated with PD-L1 level.
Our study demonstrated that the prognosis of HCC patients was associated with the pattern of infiltrating immune cells in TME, and macrophage-associated cytokines might be a potential non-invasive marker for predicting the PD-L1 level for HCC patients.
肿瘤浸润免疫细胞是肿瘤微环境(TME)的重要组成部分,其组成反映了宿主免疫系统与肿瘤细胞之间的对抗。然而,浸润免疫细胞的组成、预后以及抗PD-1/PD-L1疗法在肝细胞癌(HCC)中的适用性之间的关系需要系统研究。
应用通过估计RNA转录本相对亚群进行细胞类型鉴定(CIBERSORT),基于癌症基因组图谱(TCGA)肝细胞癌(LIHC)队列评估免疫细胞浸润情况。基于免疫细胞构建诊断和预后模型,并通过两个外部队列进行验证。通过Spearman相关性评估免疫细胞与PD-L1之间的关系,并在我们内部的HCC样本中进行验证。
根据CIBERSORT模拟的肿瘤浸润免疫细胞比例,TCGA LIHC队列中的患者被分为六种预后不同的亚型。在22种免疫细胞类型中,肿瘤内PD-L1 mRNA水平与五种免疫细胞(M1巨噬细胞、浆细胞、CD8 T细胞、静息肥大细胞和调节性T细胞)的比例呈线性关系,其中M1巨噬细胞的相关性最强(r = 0.26,P < 0.001)。我们内部HCC标本的免疫组织化学验证了这一结论。此外,M1巨噬细胞相关细胞因子的肿瘤内mRNA水平与PD-L1水平呈正相关。
我们的研究表明,HCC患者的预后与TME中浸润免疫细胞的模式有关,巨噬细胞相关细胞因子可能是预测HCC患者PD-L1水平的潜在非侵入性标志物。