肝细胞癌
医学
肿瘤微环境
癌症研究
纤维化
渗透(HVAC)
免疫组织化学
内科学
肿瘤科
细胞
免疫系统
癌症
免疫学
生物
物理
热力学
遗传学
作者
Qiurui Chen,Xuejia Wang,Yichen Zheng,Ting Ye,Jing Liu,Jin‐Quan Wang,Wenfeng Zhang,Fenglin Wu,Huaben Bo,Hongwei Shao,Rongxin Zhang,Han Shen
出处
期刊:Cancer
[Wiley]
日期:2023-07-03
卷期号:129 (21): 3405-3416
被引量:3
摘要
Abstract Background Chronic inflammation is considered the most critical predisposing factor of hepatocellular carcinoma (HCC), with inflammatory cell heterogeneity, hepatic fibrosis accumulation, and abnormal vascular proliferation as prominent features of the HCC tumor microenvironment (TME). Cancer‐associated fibroblasts (CAFs) play a key role in HCC TME remodeling. Therefore, the level of abundance of CAFs may significantly affect the prognosis and outcome in HCC patients. Methods Unsupervised clustering was performed based on 39 genes related to CAFs in HCC identified by single‐cell RNA sequencing data. Patients of bulk RNA were grouped into CAF low abundance cluster and high abundance clusters. Subsequently, prognosis, immune infiltration landscape, metabolism, and treatment response between the two clusters were investigated and validated by immunohistochemistry. Results Patients in the CAF high cluster had a higher level of inflammatory cell infiltration, a more significant immunosuppressive microenvironment, and a significantly worse prognosis than those in the low cluster. At the metabolic level, the CAF high cluster had lower levels of aerobic oxidation and higher angiogenic scores. Drug treatment response prediction indicated that the CAF high cluster could have a better response to PD‐1 inhibitors and conventional chemotherapeutic agents for HCC such as anti‐angiogenic drugs, whereas CAF low cluster may be more sensitive to transarterial chemoembolization treatment. Conclusions This study not only revealed the TME characteristics of HCC with the difference in CAF abundance but also further confirmed that the combination therapy of PD‐1 inhibitors and anti‐angiogenic drugs may be more valuable for patients with high CAF abundance.
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