Duan Jingxian, Zhu Peng, Zhang Yong, Mu Tianhao, Li Yingqiang, Xiong Rui, Chen Su, Li Yingmei, Li Zhicheng, Chen Shifu, Zhang Lei
Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen, Guangdong, China.
Hepatic Surgery Center, Tongji Hospital, Huazhong University of Science and Technology, Wuhan, Hubei, China.
J Clin Transl Hepatol. 2023 Aug 28;11(4):850-862. doi: 10.14218/JCTH.2022.00062. Epub 2023 Mar 16.
Cirrhosis is the precursor lesion for most hepatocellular carcinoma (HCC) cases. However, no biomarker effectively predicted HCC initiation before diagnosis by imaging. We aimed to investigate the hallmarks of immune microenvironments in healthy, cirrhotic livers and HCC tumor tissues and to identify immune biomarkers of cirrhosis-HCC transition.
Expression matrices of single-cell RNA sequencing studies were downloaded and integrated with Seurat package vignettes. Clustering was performed to analyze the immune cell compositions of different sample types.
The cirrhotic liver and HCC tumors had distinct immune microenvironments, but the immune landscape of cirrhotic livers was not markedly modified compared with healthy livers. Two subsets of B cells and three subsets of T cells were identified in the samples. Among the T cells, naïve T cells were more prominent in the cirrhotic and healthy liver samples than in the HCC samples. In contrast, the neutrophil count was lower in cirrhotic livers. Two macrophage clusters were identified, one that actively interacted with T cells and B cells and was enriched in cirrhotic blood compared with HCC blood samples.
Decreased naïve T cell infiltration and increased neutrophil infiltration in the liver may indicate the development of HCC in cirrhotic patients. Alterations in blood-resident immune cells may also be a sign of HCC development in cirrhotic patients. The dynamics of the immune cell subsets may serve as novel biomarkers to predict the transition from cirrhosis to HCC.
肝硬化是大多数肝细胞癌(HCC)病例的前驱病变。然而,在通过影像学诊断之前,尚无生物标志物能有效预测HCC的发生。我们旨在研究健康肝脏、肝硬化肝脏和HCC肿瘤组织中免疫微环境的特征,并确定肝硬化向HCC转变的免疫生物标志物。
下载单细胞RNA测序研究的表达矩阵,并与Seurat软件包示例进行整合。进行聚类分析以分析不同样本类型的免疫细胞组成。
肝硬化肝脏和HCC肿瘤具有不同的免疫微环境,但与健康肝脏相比,肝硬化肝脏的免疫格局没有明显改变。在样本中鉴定出两个B细胞亚群和三个T细胞亚群。在T细胞中,幼稚T细胞在肝硬化和健康肝脏样本中比在HCC样本中更突出。相比之下,肝硬化肝脏中的中性粒细胞计数较低。鉴定出两个巨噬细胞簇,其中一个与T细胞和B细胞有活跃相互作用,并与HCC血液样本相比在肝硬化血液中富集。
肝脏中幼稚T细胞浸润减少和中性粒细胞浸润增加可能表明肝硬化患者发生了HCC。驻留血液中的免疫细胞变化也可能是肝硬化患者发生HCC的一个迹象。免疫细胞亚群的动态变化可能作为预测从肝硬化向HCC转变的新型生物标志物。