Multi-Omics Analysis and Experimental Validation Identify RAD51 as a Key Biomarker in OSCC

IF 1.9 4区 生物学 Q4 CELL BIOLOGY
Yuanxin Shi, Xie Li, Yueyue Wang, Bin Chen, Guohui Bai
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引用次数: 0

Abstract

Oral squamous cell carcinoma (OSCC) is an aggressive malignancy associated with high morbidity and mortality. RAD51 recombinase (RAD51), a central DNA repair protein, plays a crucial role in homologous recombination and has been implicated in cancer progression through mechanisms such as genomic instability, chemoresistance and immune modulation. However, its specific function and regulatory mechanisms in OSCC remain incompletely elucidated. We conducted an integrated multiomics analysis including differential expression, single-cell transcriptomics, prognostic evaluation, functional enrichment and immune infiltration profiling. Experimental validation was performed using siRNA-mediated RAD51 knockdown in OSCC cell line HSC-3, followed by functional assays to assess proliferation, migration, invasion, reactive oxygen species (ROS) accumulation and chemosensitivity. RAD51 was significantly overexpressed across multiple cancers, including OSCC, and exhibited high diagnostic accuracy for OSCC (AUC = 0.956). Single-cell RNA sequencing revealed elevated RAD51 expression in malignant and proliferating T cells, associating it with aggressive phenotypic traits. High RAD51 expression predicted poor prognosis in OSCC and other cancers. Functional analyses indicated its involvement in the Fanconi anaemia pathway, DNA damage repair and cell cycle regulation. Immune infiltration analysis revealed significant negative correlations with multiple immune cell subtypes and tumour microenvironment scores. Experimentally, RAD51 knockdown suppressed malignant behaviours and enhanced ROS production and chemosensitivity in HSC-3 cells. RAD51 drives OSCC progression by enhancing malignant phenotypes, suppressing immune infiltration, promoting aberrant DNA repair, elevating oxidative stress and promoting therapy resistance. These findings support RAD51's potential as both a prognostic biomarker and a therapeutic target in OSCC.

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多组学分析及实验验证RAD51是OSCC的关键生物标志物
口腔鳞状细胞癌(OSCC)是一种具有高发病率和死亡率的侵袭性恶性肿瘤。RAD51重组酶(RAD51 recombinase, RAD51)是一种中心DNA修复蛋白,在同源重组中起着至关重要的作用,并通过基因组不稳定性、化疗耐药和免疫调节等机制参与癌症的进展。然而,其在OSCC中的具体功能和调控机制尚不完全清楚。我们进行了综合多组学分析,包括差异表达、单细胞转录组学、预后评估、功能富集和免疫浸润谱。通过sirna介导的RAD51敲低在OSCC细胞系HSC-3中进行实验验证,然后通过功能分析评估增殖、迁移、侵袭、活性氧(ROS)积累和化学敏感性。RAD51在包括OSCC在内的多种癌症中均显著过表达,对OSCC的诊断准确率较高(AUC = 0.956)。单细胞RNA测序显示RAD51在恶性和增殖T细胞中的表达升高,与侵袭性表型性状相关。RAD51高表达预示OSCC及其他肿瘤预后不良。功能分析表明其参与范可尼贫血途径、DNA损伤修复和细胞周期调节。免疫浸润分析显示多种免疫细胞亚型和肿瘤微环境评分呈显著负相关。在实验中,RAD51基因敲低抑制了HSC-3细胞的恶性行为,增强了ROS的产生和化学敏感性。RAD51通过增强恶性表型、抑制免疫浸润、促进异常DNA修复、升高氧化应激和促进治疗抵抗来驱动OSCC的进展。这些发现支持RAD51作为OSCC的预后生物标志物和治疗靶点的潜力。
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来源期刊
IET Systems Biology
IET Systems Biology 生物-数学与计算生物学
CiteScore
4.20
自引率
4.30%
发文量
17
审稿时长
>12 weeks
期刊介绍: IET Systems Biology covers intra- and inter-cellular dynamics, using systems- and signal-oriented approaches. Papers that analyse genomic data in order to identify variables and basic relationships between them are considered if the results provide a basis for mathematical modelling and simulation of cellular dynamics. Manuscripts on molecular and cell biological studies are encouraged if the aim is a systems approach to dynamic interactions within and between cells. The scope includes the following topics: Genomics, transcriptomics, proteomics, metabolomics, cells, tissue and the physiome; molecular and cellular interaction, gene, cell and protein function; networks and pathways; metabolism and cell signalling; dynamics, regulation and control; systems, signals, and information; experimental data analysis; mathematical modelling, simulation and theoretical analysis; biological modelling, simulation, prediction and control; methodologies, databases, tools and algorithms for modelling and simulation; modelling, analysis and control of biological networks; synthetic biology and bioengineering based on systems biology.
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