Senescence-specific molecular subtypes stratify the hallmarks of the tumor microenvironment and guide precision medicine in bladder cancer.

IF 3.4 2区 医学 Q2 ONCOLOGY BMC Cancer Pub Date : 2025-02-19 DOI:10.1186/s12885-025-13698-9
Luzhe Yan, Haisu Liang, Tiezheng Qi, Dingshan Deng, Jinhui Liu, Yunbo He, Jinbo Chen, Benyi Fan, Yiyan Yao, Kun Wang, Xiongbing Zu, Minfeng Chen, Yuanqing Dai, Jiao Hu
{"title":"Senescence-specific molecular subtypes stratify the hallmarks of the tumor microenvironment and guide precision medicine in bladder cancer.","authors":"Luzhe Yan, Haisu Liang, Tiezheng Qi, Dingshan Deng, Jinhui Liu, Yunbo He, Jinbo Chen, Benyi Fan, Yiyan Yao, Kun Wang, Xiongbing Zu, Minfeng Chen, Yuanqing Dai, Jiao Hu","doi":"10.1186/s12885-025-13698-9","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>Bladder cancer (BLCA) is notably associated with advanced age, characterized by its high incidence and mortality among the elderly. Despite promising advancements in models that amalgamate molecular subtypes with treatment and prognostic outcomes, the considerable heterogeneity in BLCA poses challenges to their universal applicability. Consequently, there is an urgent need to develop a new molecular subtyping system focusing on a critical clinical feature of BLCA: senescence.</p><p><strong>Methods: </strong>Utilizing unsupervised clustering on the Cancer Genome Atlas Program (TCGA)-BLCA cohort, we crafted a senescence-associated molecular classification and precision quantification system (Senescore). This method underwent systematic validation against established molecular subtypes, treatment strategies, clinical outcomes, the immune tumor microenvironment (TME), relevance to immune checkpoints, and identification of potential therapeutic targets.</p><p><strong>Results: </strong>External validations were conducted using the Xiangya cohort, IMvigor210 cohort, and meta-cohort, with multiplex immunofluorescence confirming the correlation between Senescore, immune infiltration, and cellular senescence. Notably, patients categorized within higher Senescore group were predisposed to the basal subtype, showcased augmented immune infiltration, harbored elevated driver gene mutations, and exhibited increased senescence-associated secretory phenotype (SASP) factors expression in the transcriptome. Despite poorer prognoses, these patients revealed greater responsiveness to immunotherapy and neoadjuvant chemotherapy.</p><p><strong>Conclusions: </strong>Our molecular subtyping and Senescore, informed by age-related clinical features, accurately depict age-associated biological traits and its clinical application potential in BLCA. Moreover, this personalized assessment framework is poised to identify senolysis targets unique to BLCA, furthering the integration of aging research into therapeutic strategies.</p>","PeriodicalId":9131,"journal":{"name":"BMC Cancer","volume":"25 1","pages":"297"},"PeriodicalIF":3.4000,"publicationDate":"2025-02-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11837361/pdf/","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"BMC Cancer","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1186/s12885-025-13698-9","RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"ONCOLOGY","Score":null,"Total":0}
引用次数: 0

Abstract

Background: Bladder cancer (BLCA) is notably associated with advanced age, characterized by its high incidence and mortality among the elderly. Despite promising advancements in models that amalgamate molecular subtypes with treatment and prognostic outcomes, the considerable heterogeneity in BLCA poses challenges to their universal applicability. Consequently, there is an urgent need to develop a new molecular subtyping system focusing on a critical clinical feature of BLCA: senescence.

Methods: Utilizing unsupervised clustering on the Cancer Genome Atlas Program (TCGA)-BLCA cohort, we crafted a senescence-associated molecular classification and precision quantification system (Senescore). This method underwent systematic validation against established molecular subtypes, treatment strategies, clinical outcomes, the immune tumor microenvironment (TME), relevance to immune checkpoints, and identification of potential therapeutic targets.

Results: External validations were conducted using the Xiangya cohort, IMvigor210 cohort, and meta-cohort, with multiplex immunofluorescence confirming the correlation between Senescore, immune infiltration, and cellular senescence. Notably, patients categorized within higher Senescore group were predisposed to the basal subtype, showcased augmented immune infiltration, harbored elevated driver gene mutations, and exhibited increased senescence-associated secretory phenotype (SASP) factors expression in the transcriptome. Despite poorer prognoses, these patients revealed greater responsiveness to immunotherapy and neoadjuvant chemotherapy.

Conclusions: Our molecular subtyping and Senescore, informed by age-related clinical features, accurately depict age-associated biological traits and its clinical application potential in BLCA. Moreover, this personalized assessment framework is poised to identify senolysis targets unique to BLCA, furthering the integration of aging research into therapeutic strategies.

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
衰老特异性分子亚型对肿瘤微环境的特征进行分层,指导膀胱癌的精准医疗。
背景:膀胱癌(BLCA)与高龄相关,其特点是在老年人中发病率和死亡率高。尽管融合分子亚型与治疗和预后结果的模型有了很大的进展,但BLCA的相当大的异质性对其普遍适用性提出了挑战。因此,迫切需要开发一种新的分子分型系统,重点关注BLCA的关键临床特征:衰老。方法:利用癌症基因组图谱计划(TCGA)-BLCA队列的无监督聚类,我们构建了一个衰老相关的分子分类和精确量化系统(senscore)。该方法针对已建立的分子亚型、治疗策略、临床结果、免疫肿瘤微环境(TME)、与免疫检查点的相关性以及潜在治疗靶点的鉴定进行了系统验证。结果:采用Xiangya队列、IMvigor210队列和meta队列进行了外部验证,多重免疫荧光证实了senscore、免疫浸润和细胞衰老之间的相关性。值得注意的是,高senscore组的患者倾向于基础亚型,表现出增强的免疫浸润,具有升高的驱动基因突变,并且在转录组中表现出增加的衰老相关分泌表型(SASP)因子表达。尽管预后较差,但这些患者对免疫治疗和新辅助化疗的反应性更强。结论:我们的分子分型和senscore,根据年龄相关的临床特征,准确描述了年龄相关的生物学特征及其在BLCA中的临床应用潜力。此外,这种个性化评估框架有望确定BLCA特有的衰老靶点,进一步将衰老研究整合到治疗策略中。
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
BMC Cancer
BMC Cancer 医学-肿瘤学
CiteScore
6.00
自引率
2.60%
发文量
1204
审稿时长
6.8 months
期刊介绍: BMC Cancer is an open access, peer-reviewed journal that considers articles on all aspects of cancer research, including the pathophysiology, prevention, diagnosis and treatment of cancers. The journal welcomes submissions concerning molecular and cellular biology, genetics, epidemiology, and clinical trials.
期刊最新文献
Characterizing trimodal therapy outcomes by HIV status in early-stage cervical cancer: a retrospective cohort study from a Kenyan tertiary center. Prognostic value of peripheral blood fibrinogen-to-albumin ratio in pancreatic cancer patients: a systematic review and meta-analysis. Ten-year pathology-based cancer registry at a tertiary referral hospital in Kenya (2015-2024): distribution of cancers and completeness of pathology reporting. Prognostic prediction in primary cervical squamous cell carcinoma with serum squamous cell carcinoma antigen ≥ 10 ng/mL: development and validation of a nomogram model based on inflammatory biomarkers and clinical factors. Transrectal ultrasound-guided optimization of needle insertion for interstitial brachytherapy in the treatment of vaginal stump recurrence of cervical cancer.
×
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