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TACE responser NDRG1 acts as a guardian against ferroptosis to drive tumorgenesis and metastasis in HCC
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 mecha...
Autores principales: | , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10197860/ https://www.ncbi.nlm.nih.gov/pubmed/37208604 http://dx.doi.org/10.1186/s12575-023-00199-x |
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author | 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 |
author_facet | 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 |
author_sort | Tang, Bufu |
collection | PubMed |
description | 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. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12575-023-00199-x. |
format | Online Article Text |
id | pubmed-10197860 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-101978602023-05-20 TACE responser NDRG1 acts as a guardian against ferroptosis to drive tumorgenesis and metastasis in HCC 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 Biol Proced Online Research 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. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12575-023-00199-x. BioMed Central 2023-05-19 /pmc/articles/PMC10197860/ /pubmed/37208604 http://dx.doi.org/10.1186/s12575-023-00199-x Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research 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 TACE responser NDRG1 acts as a guardian against ferroptosis to drive tumorgenesis and metastasis in HCC |
title | TACE responser NDRG1 acts as a guardian against ferroptosis to drive tumorgenesis and metastasis in HCC |
title_full | TACE responser NDRG1 acts as a guardian against ferroptosis to drive tumorgenesis and metastasis in HCC |
title_fullStr | TACE responser NDRG1 acts as a guardian against ferroptosis to drive tumorgenesis and metastasis in HCC |
title_full_unstemmed | TACE responser NDRG1 acts as a guardian against ferroptosis to drive tumorgenesis and metastasis in HCC |
title_short | TACE responser NDRG1 acts as a guardian against ferroptosis to drive tumorgenesis and metastasis in HCC |
title_sort | tace responser ndrg1 acts as a guardian against ferroptosis to drive tumorgenesis and metastasis in hcc |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10197860/ https://www.ncbi.nlm.nih.gov/pubmed/37208604 http://dx.doi.org/10.1186/s12575-023-00199-x |
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