Identification of multicohort-based predictive signature for NMIBC recurrence reveals SDCBP as a novel oncogene in bladder cancer.

IF 4.3 Annals of medicine Pub Date : 2025-12-01 Epub Date: 2025-01-28 DOI:10.1080/07853890.2025.2458211
Chen Zhang, Hubin Yin, Tinghao Li, Junrui Chen, Weiyang He, Ke Ren, Bo Li, Xudong Liu
{"title":"Identification of multicohort-based predictive signature for NMIBC recurrence reveals SDCBP as a novel oncogene in bladder cancer.","authors":"Chen Zhang, Hubin Yin, Tinghao Li, Junrui Chen, Weiyang He, Ke Ren, Bo Li, Xudong Liu","doi":"10.1080/07853890.2025.2458211","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>Despite surgical and intravesical chemotherapy interventions, non-muscle invasive bladder cancer (NMIBC) poses a high risk of recurrence, which significantly impacts patient survival. Traditional clinical characteristics alone are inadequate for accurately assessing the risk of NMIBC recurrence, necessitating the development of novel predictive tools.</p><p><strong>Methods: </strong>We analyzed microarray data of NMIBC samples obtained from the ArrayExpress and GEO databases. LASSO regression was utilized to develop the predictive signature. We combined gene signature and clinicopathological factors to construct a clinical nomogram for estimating NMIBC recurrence in a local cohort. Finally. the biological functions and potential mechanisms of SDCBP in bladder cancer were investigated experimentally <i>in vitro</i> and <i>in vivo</i>.</p><p><strong>Results: </strong>An 8-gene signature was developed, and its efficiency for predicting NMIBC recurrence was evaluated using Kaplan-Meier and time-dependent ROC curves in both training and validation datasets. Immunohistochemical testing revealed elevated levels of ACTN4 and SDCBP in recurrent NMIBC tissues. We integrated the two proteins with clinical factors to develop a nomogram model, which showed superior accuracy compared to individual parameters. Gene Set Variation Analysis and Gene Set Enrichment Analysis unveiled SDCBP exerted cancer-promoting biological processes, such as angiogenesis, EMT, metastasis and proliferation. Experimental procedures demonstrated that silencing SDCBP attenuated cell growth, glucose metabolism and extracellular acidification rate, accompanied by decreased expression of p-AKT, p-ERK1/2, LDHA and Vimentin.</p><p><strong>Conclusions: </strong>The established 8-gene signature holds promise as a tool for predicting NMIBC recurrence, while targeting SDCBP may represent a potential strategy for delaying disease relapse.</p>","PeriodicalId":93874,"journal":{"name":"Annals of medicine","volume":"57 1","pages":"2458211"},"PeriodicalIF":4.3000,"publicationDate":"2025-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11776064/pdf/","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Annals of medicine","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1080/07853890.2025.2458211","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2025/1/28 0:00:00","PubModel":"Epub","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

Abstract

Background: Despite surgical and intravesical chemotherapy interventions, non-muscle invasive bladder cancer (NMIBC) poses a high risk of recurrence, which significantly impacts patient survival. Traditional clinical characteristics alone are inadequate for accurately assessing the risk of NMIBC recurrence, necessitating the development of novel predictive tools.

Methods: We analyzed microarray data of NMIBC samples obtained from the ArrayExpress and GEO databases. LASSO regression was utilized to develop the predictive signature. We combined gene signature and clinicopathological factors to construct a clinical nomogram for estimating NMIBC recurrence in a local cohort. Finally. the biological functions and potential mechanisms of SDCBP in bladder cancer were investigated experimentally in vitro and in vivo.

Results: An 8-gene signature was developed, and its efficiency for predicting NMIBC recurrence was evaluated using Kaplan-Meier and time-dependent ROC curves in both training and validation datasets. Immunohistochemical testing revealed elevated levels of ACTN4 and SDCBP in recurrent NMIBC tissues. We integrated the two proteins with clinical factors to develop a nomogram model, which showed superior accuracy compared to individual parameters. Gene Set Variation Analysis and Gene Set Enrichment Analysis unveiled SDCBP exerted cancer-promoting biological processes, such as angiogenesis, EMT, metastasis and proliferation. Experimental procedures demonstrated that silencing SDCBP attenuated cell growth, glucose metabolism and extracellular acidification rate, accompanied by decreased expression of p-AKT, p-ERK1/2, LDHA and Vimentin.

Conclusions: The established 8-gene signature holds promise as a tool for predicting NMIBC recurrence, while targeting SDCBP may represent a potential strategy for delaying disease relapse.

查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
基于多队列的NMIBC复发预测特征的鉴定表明SDCBP是膀胱癌中一种新的癌基因。
背景:尽管有手术和膀胱内化疗干预,非肌肉浸润性膀胱癌(NMIBC)仍有很高的复发风险,严重影响患者的生存。传统的临床特征不足以准确评估NMIBC复发的风险,因此需要开发新的预测工具。方法:分析从ArrayExpress和GEO数据库中获得的NMIBC样本的微阵列数据。利用LASSO回归建立预测特征。我们将基因特征和临床病理因素结合起来,构建了一个用于估计本地队列中NMIBC复发的临床nomogram。最后。体外和体内实验研究了SDCBP在膀胱癌中的生物学功能和可能的机制。结果:建立了一个8基因标记,并在训练和验证数据集中使用Kaplan-Meier和时间相关ROC曲线评估其预测NMIBC复发的效率。免疫组化检测显示复发性NMIBC组织中ACTN4和SDCBP水平升高。我们将这两种蛋白质与临床因素结合起来,建立了一种nomogram模型,与单个参数相比,该模型显示出更高的准确性。基因集变异分析和基因集富集分析揭示了SDCBP发挥促癌生物学作用,如血管生成、EMT、转移和增殖等。实验结果表明,沉默SDCBP可降低细胞生长、葡萄糖代谢和细胞外酸化速率,并伴有p-AKT、p-ERK1/2、LDHA和Vimentin的表达降低。结论:已建立的8基因标记有望作为预测NMIBC复发的工具,而靶向SDCBP可能是延迟疾病复发的潜在策略。
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 去求助
来源期刊
自引率
0.00%
发文量
0
期刊最新文献
Letter to the editor regarding: 'bidirectional association of daily steps with sarcopenia: a longitudinal study'. Global epidemiology of diabetes and prediabetes in lean or non-obese patients with NAFLD: a systematic review and meta-analysis. The impact of the COVID-19 pandemic on osteoporotic fractures: a systematic review and meta-analysis. Insulin-like growth factor-1/insulin-like growth factor-1 receptor signalling in macrophages facilitates recovery from acute lung injury. Optimizing immunotherapy for head and neck squamous cell carcinoma: recent advances and future directions.
×
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
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术
文献互助 智能选刊 最新文献 互助须知 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 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1