基于转录组学筛选获得性辐射抗性人大细胞癌细胞NCI-H460R中铁死亡逃逸的关键基因

Transcriptomic-based screening of key genes for ferroptosis evasion in acquired radioresistant human large cell lung cancer cells NCI-H460R

  • 摘要:
    目的  基于转录组学分析人大细胞癌细胞NCI-H460与其获得性辐射抗性细胞NCI-H460R的基因表达差异,筛选与铁死亡调控相关的关键基因,探讨非小细胞肺癌在放疗抵抗过程中逃逸铁死亡的潜在机制。
    方法 通过对NCI-H460细胞进行分次照射(单次2 Gy,剂量率为0.786 Gy/min,累计60 Gy)建立NCI-H460R细胞。采用克隆形成实验评估NCI-H460R细胞的存活能力以验证其辐射抗性表型。提取RNA并使用NovaSeq 6000系统进行高通量测序,以错误发现率<0.05且 |log2差异倍数(FC)|≥1为标准筛选差异表达基因(DEGs)。通过将DEGs与FerrDb铁死亡数据库取交集,鉴定铁死亡相关DEGs。结合log2FC、基因表达丰度等多重维度指标筛选核心基因,并采用实时荧光定量聚合酶链反应(RT-qPCR)进行验证。计量资料的组间比较采用Student's t检验,多组间及不同剂量点存活分数的比较采用双因素方差分析。
    结果 克隆形成实验结果显示,与NCI-H460细胞相比,NCI-H460R细胞的平均致死剂量从1.109 Gy提高至1.461 Gy,准阈剂量从1.552 Gy提高至2.131 Gy,37%存活剂量从2.661 Gy提高至3.592 Gy,放射增敏比为0.759,证实NCI-H460R细胞辐射抗性增强(F=20.31,P<0.001)。经转录组测序分析共鉴定出2936个DEGs,其中上调基因663个,下调基因2273个。结合鉴定出的80个铁死亡相关DEGs,最终筛选出5个核心DEGs铜蓝蛋白(CP)、白细胞介素1β、前列腺素内过氧化物合酶2、花生四烯酸15-脂氧合酶(ALOX15)、Krüppel 样因子2,其中调节铁稳态的CP表达水平上调最为显著(|log2FC|=6.621),而脂质过氧化关键酶ALOX15表达水平下调(|log2FC|=9.199)。RT-qPCR验证结果显示,NCI-H460R细胞中5个核心DEGs的mRNA相对表达量与NCI-H460比较,差异均有统计学意义(t=5.96~34.92,均P<0.01)。
    结论 筛选出的NCI-H460R细胞铁死亡相关核心DEGs提示铁代谢与脂质代谢异常可能是细胞逃逸铁死亡的重要机制,为后续验证铁死亡在辐射抗性中的作用机制奠定了基础并提供了候选靶点。

     

    Abstract:
    Objective To analyze gene expression differences between human large cell lung cancer cells NCI-H460 and its acquired radioresistant subline NCI-H460R using transcriptomics, screen key genes associated with ferroptosis regulation, and explore the potential mechanism by which non-small cell lung cancer escapes ferroptosis during radiotherapy resistance.
    Methods NCI-H460R cells were established through the fractionated irradiation of NCI-H460 cells (2 Gy per fraction, dose rate 0.786 Gy/min, total dose 60 Gy). Clonogenic assay was used to evaluate the survival ability of NCI-H460R cells and verify its radioresistant phenotype. RNA was extracted and subjected to high-throughput sequencing on the NovaSeq 6000 platform. Differentially expressed genes (DEGs) were screened with false discover rate <0.05 and |log2 fold change (FC)| ≥ 1. Ferroptosis-related DEGs were identified by intersecting DEGs with the FerrDb ferroptosis database. Core genes were screened based on multiple indicators including log2FC and gene expression abundance and verified by real-time fluorescence quantitative polymerase chain reaction (RT-qPCR). Student's t-test was used for comparison of measurement data between two groups, and two-way ANOVA was used for comparison among multiple groups and survival fractions at different dose points.
    Results Clonogenic assay showed that compared with NCI-H460 cells, NCI-H460R cells exhibited increases in mean lethal dose from 1.109 Gy to 1.461 Gy, quasithreshold dose from 1.552 Gy to 2.131 Gy, and 37% survival dose from 2.661 Gy to 3.592 Gy, with a sensitizing enhancement ratio of 0.759, confirming enhanced radioresistance in NCI-H460R cells (F=20.31, P<0.001). Transcriptomic sequencing identified 2 936 DEGs, including 663 upregulated and 2 273 downregulated genes. Among the 80 ferroptosis-related DEGs, the following 5 core DEGs were finally screened: ceruloplasmin (CP), interleukin-1β, prostaglandin-endoperoxide synthase 2, arachidonic 15-lipoxygenase (ALOX15), and Krüppel-like factor 2 (KLF2). CP which involved in iron homeostasis was the most significantly upregulated gene (|log2FC|=6.621). ALOX15, a key enzyme in lipid peroxidation, was markedly downregulated (|log2FC|=9.199). RT-qPCR validation results showed that the messenser ribonucleic acid expression levels of these five core DEGs between NCI-H460R cells and NCI-H460 cells were all statistically significant (t=5.96–34.92, all P<0.01).
    Conclusion The screened ferroptosis-related core DEGs in NCI-H460R cells suggest that dysregulated iron metabolism and lipid metabolism may serve as important mechanisms for cells to evade ferroptosis, which provide a basis and candidate targets for further investigating the role of ferroptosis in radioresistance.

     

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