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Necroptosis-related signatures identify two distinct hepatocellular carcinoma subtypes: Implications for predicting drug sensitivity and prognosis

BACKGROUND: Necroptosis is associated with oncogenesis, tumor immunity and progression. This research aims to investigate the association of necroptosis-related genes with drug sensitivity and prognosis in hepatocellular carcinoma (HCC). METHODS: Based on necroptosis-related signatures, HCC patients...

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Autores principales: Tang, Hui, Qiao, Caixia, Guo, Zhenwei, Geng, Ruixuan, Sun, Zhao, Wang, Yingyi, Bai, Chunmei
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10372238/
https://www.ncbi.nlm.nih.gov/pubmed/37519654
http://dx.doi.org/10.1016/j.heliyon.2023.e18136
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author Tang, Hui
Qiao, Caixia
Guo, Zhenwei
Geng, Ruixuan
Sun, Zhao
Wang, Yingyi
Bai, Chunmei
author_facet Tang, Hui
Qiao, Caixia
Guo, Zhenwei
Geng, Ruixuan
Sun, Zhao
Wang, Yingyi
Bai, Chunmei
author_sort Tang, Hui
collection PubMed
description BACKGROUND: Necroptosis is associated with oncogenesis, tumor immunity and progression. This research aims to investigate the association of necroptosis-related genes with drug sensitivity and prognosis in hepatocellular carcinoma (HCC). METHODS: Based on necroptosis-related signatures, HCC patients retrieved from the TCGA database were categorized. Survival outcomes, mutation profile, immune microenvironment, and drug sensitivity between HCC subtypes were further compared. Then, LASSO analysis was performed to construct a necroptosis-related prognostic signature, which was further evaluated using another independent cohort. RESULTS: A total of 371 patients with HCC could be categorized into two necroptosis-related subtypes. About 36% of patients were allocated to subtype A, with worse survival, more mutant TP53, and a lower likelihood of immunotherapy response. In contrast, patients in subtype B had a favorable prognosis, with lower expression of immunosuppressive signatures but a lower abundance of B and CD8(+) T-cell infiltration. The prognostic risk score calculated using the expression levels of nine genes involved in the necroptosis pathway (MLKL, FADD, XIAP, USP22, UHRF1, CASP8, RIPK3, ZBP1, and FAS) showed a significant association with tumor stage, histologic grade, and Child‒Pugh score. Additionally, the risk score model was proven to be accurate in both the training and independent external validation cohorts and performed better than the TNM staging system and three well-recognized risk score models. CONCLUSIONS: Based on necroptosis-related signatures, we identified two HCC subtypes with distinctive immune microenvironments, mutation profiles, drug sensitivities, and survival outcomes. A novel well-performing prognostic model was further constructed.
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spelling pubmed-103722382023-07-28 Necroptosis-related signatures identify two distinct hepatocellular carcinoma subtypes: Implications for predicting drug sensitivity and prognosis Tang, Hui Qiao, Caixia Guo, Zhenwei Geng, Ruixuan Sun, Zhao Wang, Yingyi Bai, Chunmei Heliyon Research Article BACKGROUND: Necroptosis is associated with oncogenesis, tumor immunity and progression. This research aims to investigate the association of necroptosis-related genes with drug sensitivity and prognosis in hepatocellular carcinoma (HCC). METHODS: Based on necroptosis-related signatures, HCC patients retrieved from the TCGA database were categorized. Survival outcomes, mutation profile, immune microenvironment, and drug sensitivity between HCC subtypes were further compared. Then, LASSO analysis was performed to construct a necroptosis-related prognostic signature, which was further evaluated using another independent cohort. RESULTS: A total of 371 patients with HCC could be categorized into two necroptosis-related subtypes. About 36% of patients were allocated to subtype A, with worse survival, more mutant TP53, and a lower likelihood of immunotherapy response. In contrast, patients in subtype B had a favorable prognosis, with lower expression of immunosuppressive signatures but a lower abundance of B and CD8(+) T-cell infiltration. The prognostic risk score calculated using the expression levels of nine genes involved in the necroptosis pathway (MLKL, FADD, XIAP, USP22, UHRF1, CASP8, RIPK3, ZBP1, and FAS) showed a significant association with tumor stage, histologic grade, and Child‒Pugh score. Additionally, the risk score model was proven to be accurate in both the training and independent external validation cohorts and performed better than the TNM staging system and three well-recognized risk score models. CONCLUSIONS: Based on necroptosis-related signatures, we identified two HCC subtypes with distinctive immune microenvironments, mutation profiles, drug sensitivities, and survival outcomes. A novel well-performing prognostic model was further constructed. Elsevier 2023-07-11 /pmc/articles/PMC10372238/ /pubmed/37519654 http://dx.doi.org/10.1016/j.heliyon.2023.e18136 Text en © 2023 The Authors https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
spellingShingle Research Article
Tang, Hui
Qiao, Caixia
Guo, Zhenwei
Geng, Ruixuan
Sun, Zhao
Wang, Yingyi
Bai, Chunmei
Necroptosis-related signatures identify two distinct hepatocellular carcinoma subtypes: Implications for predicting drug sensitivity and prognosis
title Necroptosis-related signatures identify two distinct hepatocellular carcinoma subtypes: Implications for predicting drug sensitivity and prognosis
title_full Necroptosis-related signatures identify two distinct hepatocellular carcinoma subtypes: Implications for predicting drug sensitivity and prognosis
title_fullStr Necroptosis-related signatures identify two distinct hepatocellular carcinoma subtypes: Implications for predicting drug sensitivity and prognosis
title_full_unstemmed Necroptosis-related signatures identify two distinct hepatocellular carcinoma subtypes: Implications for predicting drug sensitivity and prognosis
title_short Necroptosis-related signatures identify two distinct hepatocellular carcinoma subtypes: Implications for predicting drug sensitivity and prognosis
title_sort necroptosis-related signatures identify two distinct hepatocellular carcinoma subtypes: implications for predicting drug sensitivity and prognosis
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10372238/
https://www.ncbi.nlm.nih.gov/pubmed/37519654
http://dx.doi.org/10.1016/j.heliyon.2023.e18136
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