Department of Infectious Diseases, Jurong Hospital Affiliated to Jiangsu University, Zhenjiang, Jiangsu, China.
Department of Infectious Diseases, the First Affiliated Hospital of Anhui Medical University, Hefei, Anhui, China.
BMC Cancer. 2024 Aug 29;24(1):1068. doi: 10.1186/s12885-024-12816-3.
Disulfidptosis is an emerging form of cellular death resulting from the binding of intracellular disulfide bonds to actin cytoskeleton proteins. This study aimed to investigate the expression and prognostic significance of hub disulfidptosis-related lncRNAs (DRLRs) in R0 resected hepatocellular carcinoma (HCC) as well as their impact on the malignant behaviour of HCC cells.
A robust signature for R0 resected HCC was constructed using least absolute shrinkage and selection operator (LASSO) and multivariate Cox regression and was validated in an independent internal validation cohort to predict the prognosis of R0 HCC patients. Comprehensive bioinformatics analysis was performed on the hub DRLRs (KDM4A-AS1, MKLN1-AS, and TMCC1-AS1), followed by experimental validation using quantitative real-time polymerase chain reaction (qRT‒PCR) and cellular functional assays.
The signature served as an independent prognostic factor applicable to R0 HCC patients across different age groups, tumour stages, and pathological characteristics. Gene Ontology (GO) and gene set enrichment analysis (GSEA) revealed hub pathways associated with this signature. The high-risk group presented an increased abundance of M0 macrophages and activated memory CD4 T cells as well as elevated macrophage and major histocompatibility complex (MHC) class I expression. High-risk R0 HCC patients also presented increased tumour immune dysfunction and exclusion scores (TIDEs), mutation frequencies, and tumour mutational burdens (TMBs). Drug sensitivity analysis revealed that high-risk patients were more responsive to drugs, including GDC0810 and osimertinib. High expression levels of the three hub DRLRs were detected in R0 HCC tissues and HCC cell lines. Functional assays revealed that the three hub DRLRs enhanced HCC cell proliferation, migration, and invasion.
A signature was constructed on the basis of three DRLRs, providing novel insights for personalized precision therapy in R0 HCC patients.
二硫键凋亡是一种新兴的细胞死亡形式,是由于细胞内二硫键与肌动蛋白细胞骨架蛋白结合而产生的。本研究旨在探讨 R0 切除的肝细胞癌(HCC)中关键二硫键凋亡相关长非编码 RNA(DRLRs)的表达及预后意义,并研究其对 HCC 细胞恶性行为的影响。
采用最小绝对收缩和选择算子(LASSO)和多变量 Cox 回归构建了用于 R0 切除 HCC 的稳健签名,并在独立的内部验证队列中进行验证,以预测 R0 HCC 患者的预后。对关键 DRLRs(KDM4A-AS1、MKLN1-AS 和 TMCC1-AS1)进行全面的生物信息学分析,随后通过定量实时聚合酶链反应(qRT-PCR)和细胞功能测定进行实验验证。
该签名是 R0 HCC 患者独立的预后因素,适用于不同年龄组、肿瘤分期和病理特征的患者。基因本体论(GO)和基因集富集分析(GSEA)揭示了与该签名相关的关键途径。高危组 M0 巨噬细胞和激活的记忆 CD4 T 细胞增多,巨噬细胞和主要组织相容性复合体(MHC)I 类表达升高。高危 R0 HCC 患者还表现出增加的肿瘤免疫功能障碍和排除评分(TIDEs)、突变频率和肿瘤突变负荷(TMBs)。药物敏感性分析表明,高危患者对包括 GDC0810 和奥希替尼在内的药物更敏感。在 R0 HCC 组织和 HCC 细胞系中检测到三个关键 DRLRs 的高表达。功能测定表明,三个关键 DRLRs 增强了 HCC 细胞的增殖、迁移和侵袭。
基于三个 DRLR 构建了一个签名,为 R0 HCC 患者的个体化精准治疗提供了新的见解。