NLR Risk Score for Predicting Patient Prognosis in Hepatocellular Carcinoma and Identification of Oncogenic Role of NLRP5 in Hepatocellular Carcinoma.

IF 4.1 4区 医学 Q3 ONCOLOGY
Oncology Research Pub Date : 2025-09-26 eCollection Date: 2025-01-01 DOI:10.32604/or.2025.067065
Mingyang Tang, Shengfu He, Bao Meng, Qingyue Zhang, Chengcheng Li, Yating Sun, Weijie Sun, Cui Wang, Qingxiang Kong, Yanyan Liu, Lifen Hu, Yufeng Gao, Qinxiu Xie, Jiabin Li, Ting Wu
{"title":"NLR Risk Score for Predicting Patient Prognosis in Hepatocellular Carcinoma and Identification of Oncogenic Role of NLRP5 in Hepatocellular Carcinoma.","authors":"Mingyang Tang, Shengfu He, Bao Meng, Qingyue Zhang, Chengcheng Li, Yating Sun, Weijie Sun, Cui Wang, Qingxiang Kong, Yanyan Liu, Lifen Hu, Yufeng Gao, Qinxiu Xie, Jiabin Li, Ting Wu","doi":"10.32604/or.2025.067065","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>Hepatocellular carcinoma (HCC) is a major cause of cancer-related deaths. The Nod-like receptor (NLR) family is involved in innate immunity and tumor progression, but its role in HCC remains unclear. This study aimed to evaluate the prognostic value and biological function of NLR genes in HCC.</p><p><strong>Methods: </strong>Transcriptomic and clinical data from The Cancer Genome Atlas were analyzed using nonnegative matrix factorization (NMF) to classify HCC into molecular subtypes. Differentially expressed genes were used to build an NLR-based prognostic model (NLR_score) through univariate Cox, least absolute shrinkage and selection operator (LASSO), and multivariate Cox regression. Predictive performance and correlation with chemotherapy sensitivity were assessed. NLR family pyrin domain containing 5 (NLRP5) was identified as a key oncogene and validated via <i>in vitro</i> assays, including cell counting kit-8 (CCK-8), colony formation, transwell, and flow cytometry <i>in vivo</i> xenograft models.</p><p><strong>Results: </strong>The two NMF-defined subtypes showed distinct survival outcomes. The NLR_score reliably predicted prognosis and was associated with sensitivity to six chemotherapeutic drugs. NLRP5 knockdown suppressed HCC cell proliferation, migration, and invasion <i>in vitro</i> and reduced tumor growth <i>in vivo</i>. Mechanistically, NLRP5 modulated the p53 signaling pathway, influencing cell cycle and apoptosis.</p><p><strong>Conclusion: </strong>This study developed an NLR-based prognostic model that effectively stratifies HCC patients by survival risk. NLRP5 was identified as a novel oncogene promoting HCC progression via the p53 pathway, suggesting its potential as a therapeutic target.</p>","PeriodicalId":19537,"journal":{"name":"Oncology Research","volume":"33 10","pages":"3077-3100"},"PeriodicalIF":4.1000,"publicationDate":"2025-09-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12494101/pdf/","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Oncology Research","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.32604/or.2025.067065","RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2025/1/1 0:00:00","PubModel":"eCollection","JCR":"Q3","JCRName":"ONCOLOGY","Score":null,"Total":0}
引用次数: 0

Abstract

Background: Hepatocellular carcinoma (HCC) is a major cause of cancer-related deaths. The Nod-like receptor (NLR) family is involved in innate immunity and tumor progression, but its role in HCC remains unclear. This study aimed to evaluate the prognostic value and biological function of NLR genes in HCC.

Methods: Transcriptomic and clinical data from The Cancer Genome Atlas were analyzed using nonnegative matrix factorization (NMF) to classify HCC into molecular subtypes. Differentially expressed genes were used to build an NLR-based prognostic model (NLR_score) through univariate Cox, least absolute shrinkage and selection operator (LASSO), and multivariate Cox regression. Predictive performance and correlation with chemotherapy sensitivity were assessed. NLR family pyrin domain containing 5 (NLRP5) was identified as a key oncogene and validated via in vitro assays, including cell counting kit-8 (CCK-8), colony formation, transwell, and flow cytometry in vivo xenograft models.

Results: The two NMF-defined subtypes showed distinct survival outcomes. The NLR_score reliably predicted prognosis and was associated with sensitivity to six chemotherapeutic drugs. NLRP5 knockdown suppressed HCC cell proliferation, migration, and invasion in vitro and reduced tumor growth in vivo. Mechanistically, NLRP5 modulated the p53 signaling pathway, influencing cell cycle and apoptosis.

Conclusion: This study developed an NLR-based prognostic model that effectively stratifies HCC patients by survival risk. NLRP5 was identified as a novel oncogene promoting HCC progression via the p53 pathway, suggesting its potential as a therapeutic target.

NLR风险评分对肝细胞癌患者预后的预测及NLRP5在肝细胞癌中的致癌作用
背景:肝细胞癌(HCC)是癌症相关死亡的主要原因。nod样受体(NLR)家族参与先天免疫和肿瘤进展,但其在HCC中的作用尚不清楚。本研究旨在评价NLR基因在HCC中的预后价值和生物学功能。方法:利用非阴性基质因子分解法(NMF)对来自Cancer Genome Atlas的转录组学和临床数据进行分析,将HCC划分为分子亚型。采用差异表达基因,通过单因素Cox、最小绝对收缩和选择算子(LASSO)和多因素Cox回归,构建基于nlr的预后模型(NLR_score)。评估预测性能及与化疗敏感性的相关性。NLR家族pyrin domain containing 5 (NLRP5)被鉴定为一个关键的致癌基因,并通过体外实验验证,包括细胞计数试剂盒-8 (CCK-8)、集落形成、transwell和体内异种移植模型的流式细胞术。结果:两种nmf定义的亚型表现出不同的生存结果。NLR_score可靠地预测预后,并与6种化疗药物的敏感性相关。NLRP5敲低可抑制肝癌细胞在体外的增殖、迁移和侵袭,并降低体内肿瘤的生长。在机制上,NLRP5调节p53信号通路,影响细胞周期和凋亡。结论:本研究建立了一种基于nlr的预后模型,可根据生存风险对HCC患者进行有效分层。NLRP5被鉴定为一种通过p53途径促进HCC进展的新型癌基因,提示其作为治疗靶点的潜力。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
Oncology Research
Oncology Research 医学-肿瘤学
CiteScore
4.40
自引率
0.00%
发文量
56
审稿时长
3 months
期刊介绍: Oncology Research Featuring Preclinical and Clincal Cancer Therapeutics publishes research of the highest quality that contributes to an understanding of cancer in areas of molecular biology, cell biology, biochemistry, biophysics, genetics, biology, endocrinology, and immunology, as well as studies on the mechanism of action of carcinogens and therapeutic agents, reports dealing with cancer prevention and epidemiology, and clinical trials delineating effective new therapeutic regimens.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信