A pyroptosis-related molecular signature stratifies prognosis and highlights GSDMB-mediated malignancy in intrahepatic cholangiocarcinoma.

IF 4.9 2区 生物学 Q1 BIOLOGY
Binhan Zhao, Yongji Zhu, Ziyang Jin, Xiang Li, Kainan Lin, Yifan Wang, Yunkun Lu, Wen Hua
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引用次数: 0

Abstract

Background: Pyroptosis, a form of inflammatory programmed cell death, plays a dual role in tumor progression and anti-tumor immunity. Its comprehensive clinical and biological significance in intrahepatic cholangiocarcinoma (iCCA) remains to be elucidated.

Methods: Utilizing bulk transcriptome, single-cell transcriptome, proteome, phosphoproteome, spatial transcriptomic profiling and genomic mutation data, we first identified three distinct iCCA molecular subtypes based on the expression patterns of prognostic pyroptosis-related genes (PRGs). Subsequently, we developed and validated an eight-PRG (CASP3, TIRAP, GPX4, NOD2, GSDMB, GSDMC, CASP9, IL6) prognostic signature using regression analyses. The tumor immune microenvironment was characterized, and metabolic pathways were analyzed. Single-cell RNA sequencing (scRNA-seq) of 165,236 cells from iCCA tissues was performed to investigate cellular communication. Spatial transcriptomic profiling was used to visualize cell distribution. In vitro functional assays, including TGF-β treatment, GSDMB and CDH3 knockdown, were conducted to validate mechanistic insights.

Results: The eight-PRG signature effectively stratified iCCA patients into high- and low-risk groups with significant survival differences. The high-risk subtype correlated with aggressive clinicopathological features, an immunosuppressive microenvironment, and dysregulated metabolism. scRNA-seq analysis revealed malignant epithelial cells expressing GSDMB showed heightened responsiveness to TGF-β signaling. Functional studies demonstrated that GSDMB knockdown inhibited iCCA cell proliferation, migration, and invasion, potentially through downregulation of CDH3. Further mechanistic studies validated that TGF-β promotes CDH3 transcription in a GSDMB-dependent manner. GSDMB knockdown reduced basal CDH3 expression and abolished TGF-β-induced CDH3 upregulation at both mRNA and protein levels.

Conclusions: We established a novel and clinically applicable pyroptosis-based classifier for iCCA prognosis. Our findings hint at a possible connection of the TGF-β-GSDMB-CDH3 axis with enhanced tumor aggressiveness, providing new insights for patient risk stratification and revealing potential therapeutic targets for iCCA.

肝内胆管癌中gsdmb介导的恶性肿瘤与焦热相关的分子特征对预后进行分层。
背景:焦亡是炎性程序性细胞死亡的一种形式,在肿瘤进展和抗肿瘤免疫中起双重作用。其在肝内胆管癌(iCCA)中的综合临床和生物学意义仍有待阐明。方法:利用大量转录组、单细胞转录组、蛋白质组、磷酸化蛋白质组、空间转录组分析和基因组突变数据,我们首先根据预后焦热相关基因(PRGs)的表达模式确定了三种不同的iCCA分子亚型。随后,我们利用回归分析开发并验证了8个prg (CASP3、TIRAP、GPX4、NOD2、GSDMB、GSDMC、CASP9、IL6)的预后特征。表征肿瘤免疫微环境,分析肿瘤代谢途径。对来自iCCA组织的165236个细胞进行单细胞RNA测序(scRNA-seq)以研究细胞通讯。空间转录组分析用于可视化细胞分布。体外功能分析,包括TGF-β治疗,GSDMB和CDH3敲除,进行了验证机制的见解。结果:8 - prg标记有效地将iCCA患者分为高危组和低危组,并存在显著的生存差异。高风险亚型与侵袭性临床病理特征、免疫抑制微环境和代谢失调相关。scRNA-seq分析显示,表达GSDMB的恶性上皮细胞对TGF-β信号的反应性增强。功能研究表明,GSDMB敲低可能通过下调CDH3抑制iCCA细胞的增殖、迁移和侵袭。进一步的机制研究证实TGF-β以依赖gsdmb的方式促进CDH3的转录。GSDMB敲低可降低CDH3的基础表达,并在mRNA和蛋白水平上消除TGF-β诱导的CDH3上调。结论:我们建立了一种新的临床适用的基于热休克的iCCA预后分类器。我们的研究结果提示TGF-β-GSDMB-CDH3轴可能与肿瘤侵袭性增强有关,为患者风险分层提供了新的见解,并揭示了iCCA的潜在治疗靶点。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Biology Direct
Biology Direct 生物-生物学
CiteScore
6.40
自引率
10.90%
发文量
32
审稿时长
7 months
期刊介绍: Biology Direct serves the life science research community as an open access, peer-reviewed online journal, providing authors and readers with an alternative to the traditional model of peer review. Biology Direct considers original research articles, hypotheses, comments, discovery notes and reviews in subject areas currently identified as those most conducive to the open review approach, primarily those with a significant non-experimental component.
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