文献检索文档翻译深度研究
Suppr Zotero 插件Zotero 插件
邀请有礼套餐&价格历史记录

新学期,新优惠

限时优惠:9月1日-9月22日

30天高级会员仅需29元

1天体验卡首发特惠仅需5.99元

了解详情
不再提醒
插件&应用
Suppr Zotero 插件Zotero 插件浏览器插件Mac 客户端Windows 客户端微信小程序
高级版
套餐订阅购买积分包
AI 工具
文献检索文档翻译深度研究
关于我们
关于 Suppr公司介绍联系我们用户协议隐私条款
关注我们

Suppr 超能文献

核心技术专利:CN118964589B侵权必究
粤ICP备2023148730 号-1Suppr @ 2025

Machine learning-based construction of a ferroptosis and necroptosis associated lncRNA signature for predicting prognosis and immunotherapy response in hepatocellular cancer.

作者信息

Zhao Lei, You Zhixuan, Bai Zhixun, Xie Jian

机构信息

The Third Clinical lnstitute, Guangzhou Medical University, Guangzhou, China.

Department of Nephrology, The Second Affiliated Hospital of Zunyi Medical University, Zunyi, China.

出版信息

Front Oncol. 2023 Apr 20;13:1171878. doi: 10.3389/fonc.2023.1171878. eCollection 2023.


DOI:10.3389/fonc.2023.1171878
PMID:37152064
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC10157233/
Abstract

INTRODUCTION: Liver hepatocellular carcinoma (LIHC), one of the most common malignancies worldwide, occurs with high incidence and mortality. Ferroptosis and necroptosis are critically associated with LIHC prognosis. Some long non-coding RNAs (lncRNAs) have been found to induce ferroptosis and necroptosis in hepatocellular carcinoma cells. METHODS: Cox regression analysis was used to construct a risk model for LIHC based on differentially expressed ferroptosis and necroptosis related lncRNAs (F-NLRs), and their expression in SMMC7721, HepG2 and WRL68 cells was detected by qPCR. RESULTS: Five F-NLRs were associated with LIHC prognosis, including KDM4A-AS1, ZFPM2-AS1, AC099850.3, MKLN1-AS, and BACE1-AS. Kaplan-Meier survival analysis indicated that patients with LIHC in the high-risk group were associated with poor prognosis. The combined F-NLR signature model demonstrated a prognostic AUC value of 0.789 and was more accurate than standard clinical variables for predicting LIHC prognosis. T cell functions and immunotherapy responses differed significantly between patients in the low- and high-risk groups. Additionally, immune checkpoints and m6A-related genes were differentially expressed between patients in the two risk groups. Furthermore, proteins encoded by the five F-NLRs were overexpressed in four liver cancer cell lines compared to that in human liver cell line WRL68. Pan-cancer examination revealed that expression levels of the five F-NLRs differed between most common tumor types and normal tissues. CONCLUSION: F-NLRs identified in this study provide a predictive signature representing ferroptosis and necroptosis in LIHC, which correlated well with patient prognosis, clinicopathological characteristics, and immunotherapy responses. The study findings help to elucidate the mechanisms of F-NLRs in LIHC and provide further guidance for the selection and development of immunotherapeutic agents for LIHC.

摘要
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c06e/10157233/b40fcb68e3d1/fonc-13-1171878-g012.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c06e/10157233/8626583bf023/fonc-13-1171878-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c06e/10157233/7f57c638dc8f/fonc-13-1171878-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c06e/10157233/9d237e0491a1/fonc-13-1171878-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c06e/10157233/05bb63514532/fonc-13-1171878-g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c06e/10157233/590043973d7d/fonc-13-1171878-g005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c06e/10157233/99c8f0f9f9f9/fonc-13-1171878-g006.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c06e/10157233/c1d8ed101880/fonc-13-1171878-g007.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c06e/10157233/86fca1bba78d/fonc-13-1171878-g008.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c06e/10157233/1fe87070f1ab/fonc-13-1171878-g009.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c06e/10157233/3cbb91a8a097/fonc-13-1171878-g010.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c06e/10157233/a50df1eb8afb/fonc-13-1171878-g011.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c06e/10157233/b40fcb68e3d1/fonc-13-1171878-g012.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c06e/10157233/8626583bf023/fonc-13-1171878-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c06e/10157233/7f57c638dc8f/fonc-13-1171878-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c06e/10157233/9d237e0491a1/fonc-13-1171878-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c06e/10157233/05bb63514532/fonc-13-1171878-g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c06e/10157233/590043973d7d/fonc-13-1171878-g005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c06e/10157233/99c8f0f9f9f9/fonc-13-1171878-g006.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c06e/10157233/c1d8ed101880/fonc-13-1171878-g007.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c06e/10157233/86fca1bba78d/fonc-13-1171878-g008.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c06e/10157233/1fe87070f1ab/fonc-13-1171878-g009.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c06e/10157233/3cbb91a8a097/fonc-13-1171878-g010.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c06e/10157233/a50df1eb8afb/fonc-13-1171878-g011.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c06e/10157233/b40fcb68e3d1/fonc-13-1171878-g012.jpg

相似文献

[1]
Machine learning-based construction of a ferroptosis and necroptosis associated lncRNA signature for predicting prognosis and immunotherapy response in hepatocellular cancer.

Front Oncol. 2023-4-20

[2]
Identification of a Necroptosis-Related Prognostic Signature and Associated Regulatory Axis in Liver Hepatocellular Carcinoma.

Dis Markers. 2022

[3]
Identification and validation of a five-necroptosis-related lncRNAs signature for prognostic prediction in hepatocellular carcinoma.

Heliyon. 2024-9-6

[4]
Identifying a Hypoxia-Related Long Non-Coding RNAs Signature to Improve the Prediction of Prognosis and Immunotherapy Response in Hepatocellular Carcinoma.

Front Genet. 2021-11-30

[5]
A prognostic signature based on the expression profile of the ferroptosis-related long non-coding RNAs in hepatocellular carcinoma.

Adv Clin Exp Med. 2022-10

[6]
Construction of a Ferroptosis-Related Nine-lncRNA Signature for Predicting Prognosis and Immune Response in Hepatocellular Carcinoma.

Front Immunol. 2021

[7]
Identification of a Ferroptosis-Related Long Noncoding RNA Prognostic Signature and Its Predictive Ability to Immunotherapy in Hepatocellular Carcinoma.

Front Genet. 2021-10-21

[8]
Ferroptosis regulator SLC7A11 is a prognostic marker and correlated with PD-L1 and immune cell infiltration in liver hepatocellular carcinoma.

Front Mol Biosci. 2022-10-4

[9]
Prognostic Signature and Tumor Immune Landscape of N7-Methylguanosine-Related lncRNAs in Hepatocellular Carcinoma.

Front Genet. 2022-7-22

[10]
Prognostic analysis of -related lncRNAs in liver hepatocellular carcinoma.

Ann Transl Med. 2022-12

引用本文的文献

[1]
Ferroptosis-related LncRNAs in diseases.

BMC Biol. 2025-6-6

[2]
Apelin/APJ: Another Player in the Cancer Biology Network.

Int J Mol Sci. 2025-3-25

[3]
The fate and function of non-coding RNAs during necroptosis.

Epigenomics. 2024

[4]
A prognostic exosome-related long non-coding RNAs risk model related to the immune microenvironment and therapeutic responses for patients with liver hepatocellular carcinoma.

Heliyon. 2024-1-10

[5]
A disulfidptosis-related lncRNAs signature in hepatocellular carcinoma: prognostic prediction, tumor immune microenvironment and drug susceptibility.

Sci Rep. 2024-1-7

本文引用的文献

[1]
Targeted xCT-mediated Ferroptosis and Protumoral Polarization of Macrophages Is Effective against HCC and Enhances the Efficacy of the Anti-PD-1/L1 Response.

Adv Sci (Weinh). 2023-1

[2]
A Connexin-Based Biomarker Model Applicable for Prognosis and Immune Landscape Assessment in Lung Adenocarcinoma.

J Oncol. 2022-10-12

[3]
Emerging Mechanisms and Targeted Therapy of Ferroptosis in Neurological Diseases and Neuro-oncology.

Int J Biol Sci. 2022-6-27

[4]
Over-Expression of Long Non-Coding RNA-AC099850.3 Correlates With Tumor Progression and Poor Prognosis in Lung Adenocarcinoma.

Front Oncol. 2022-5-11

[5]
Long non-coding RNA muskelin 1 antisense RNA as a potential therapeutic target in hepatocellular carcinoma treatment.

Bioengineered. 2022-5

[6]
Combination of ferroptosis and pyroptosis to construct a prognostic classifier and predict immune landscape, chemotherapeutic efficacy and immunosuppressive molecules in hepatocellular carcinoma.

BMC Cancer. 2022-3-2

[7]
Classification of Hepatocellular Carcinoma Based on N6-Methylandenosine-Related lncRNAs Profiling.

Front Mol Biosci. 2022-2-4

[8]
Integrative analysis of the molecular mechanisms, immunological features and immunotherapy response of ferroptosis regulators across 33 cancer types.

Int J Biol Sci. 2022

[9]
Identification and Validation of the lncRNA BACE1-AS as Immune-Related Influencing Factor in Tumorigenesis following Pan-Carcinoma Analysis.

J Immunol Res. 2021

[10]
HIF-1α-activated long non-coding RNA KDM4A-AS1 promotes hepatocellular carcinoma progression via the miR-411-5p/KPNA2/AKT pathway.

Cell Death Dis. 2021-12-13

文献AI研究员

20分钟写一篇综述,助力文献阅读效率提升50倍

立即体验

用中文搜PubMed

大模型驱动的PubMed中文搜索引擎

马上搜索

推荐工具

医学文档翻译智能文献检索