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经动脉化疗栓塞(TACE)反应者NDRG1作为铁死亡的守护者,在肝癌中驱动肿瘤发生和转移。

TACE responser NDRG1 acts as a guardian against ferroptosis to drive tumorgenesis and metastasis in HCC.

作者信息

Tang Bufu, Wang Yajie, Zhu Jinyu, Song Jingjing, Fang Shiji, Weng Qiaoyou, Yang Yang, Tu Jianfei, Zhao Zhongwei, Chen Minjiang, Xu Min, Chen Weiqian, Ji Jiansong

机构信息

Key Laboratory of Imaging Diagnosis and Minimally Invasive Intervention Research, Lishui Hospital, School of Medicine, Zhejiang University, Lishui, 323000, China.

Department of Radiation Oncology, Key Laboratory of Cancer Prevention and Intervention, The Second Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou, 310058, China.

出版信息

Biol Proced Online. 2023 May 19;25(1):13. doi: 10.1186/s12575-023-00199-x.

Abstract

BACKGROUND

The treatment efficacy of transarterial chemoembolization (TACE) for hepatocellular carcinoma (HCC) varies widely between individuals. The aim of this study was to identify subtype landscapes and responser related to TACE, and further clarify the regulatory effect and corresponding mechanism of NDRG1 on HCC tumorgenesis and metastasis.

METHODS

The principal component analysis (PCA) algorithm was used to construct a TACE response scoring (TRscore) system. The random forest algorithm was applied to identify the TACE response-related core gene NDRG1 of HCC, and its role in the prognosis of HCC was explored. The role of NDRG1 in the progression and metastasis of HCC and functional mechanism were confirmed using several experimental methods.

RESULTS

Based on the GSE14520 and GSE104580 cohorts, we identified 2 TACE response-related molecular subtypes for HCC with significant differences in clinical features, and the TACE prognosis of Cluster A was significantly better than that of Cluster B (p < 0.0001). We then established the TRscore system and found that the low TRscore group showed a higher probability of survival and a lower rate of recurrence than the high TRscore group (p < 0.05) in both the HCC and TACE-treated HCC cohorts within the GSE14520 cohort. NDRG1 was determined to be the the hub gene associated with the TACE response of HCC and its high expression suggested a poor prognosis. Furthermore, The suppression of NDRG1 konckdown in tumorgenesis and metastasis of HCC was clarified in both vivo and vitro, which was importantly achieved through inducing ferroptosis in HCC cells, especially contributing to RLS3-induced ferroptosis.

CONCLUSION

The constructed TACE response-related molecular subtypes and TRscores can specifically and accurately predict TACE prognosis for HCC. In addition, the TACE response-related hub gene NDRG1 may act as a guardian against ferroptosis to drive tumorgenesis and metastasis in HCC, which laid a new foundation for the development of new potential targeted therapy strategies to improve disease prognosis in HCC patients.

摘要

背景

经动脉化疗栓塞术(TACE)治疗肝细胞癌(HCC)的疗效在个体间差异很大。本研究旨在识别与TACE相关的亚型格局和反应者,并进一步阐明NDRG1对HCC肿瘤发生和转移的调控作用及相应机制。

方法

使用主成分分析(PCA)算法构建TACE反应评分(TRscore)系统。应用随机森林算法识别HCC中与TACE反应相关的核心基因NDRG1,并探讨其在HCC预后中的作用。采用多种实验方法证实NDRG1在HCC进展和转移中的作用及功能机制。

结果

基于GSE14520和GSE104580队列,我们识别出2种与HCC的TACE反应相关的分子亚型,其临床特征存在显著差异,且A组的TACE预后明显优于B组(p < 0.0001)。然后我们建立了TRscore系统,发现在GSE14520队列中的HCC和TACE治疗的HCC队列中,低TRscore组比高TRscore组显示出更高的生存概率和更低的复发率(p < 0.05)。NDRG1被确定为与HCC的TACE反应相关的枢纽基因,其高表达提示预后不良。此外,体内和体外实验均阐明了NDRG1敲低对HCC肿瘤发生和转移的抑制作用,这主要是通过诱导HCC细胞铁死亡实现的,尤其是对RLS3诱导的铁死亡有促进作用。

结论

构建的与TACE反应相关的分子亚型和TRscores可以特异性且准确地预测HCC的TACE预后。此外,与TACE反应相关的枢纽基因NDRG1可能作为铁死亡的守护者来驱动HCC的肿瘤发生和转移,这为开发新的潜在靶向治疗策略以改善HCC患者的疾病预后奠定了新基础。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6131/10197860/28f5cf167038/12575_2023_199_Fig1_HTML.jpg

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