生物信息学预测 miR-320a 是 CDGSH 铁硫结构域 2 (CISD2) 的潜在负调控因子,通过 MYC 激活参与肺腺癌骨转移,并与肿瘤免疫浸润相关。

IF 1.5 4区 医学 Q4 ONCOLOGY
Translational cancer research Pub Date : 2024-08-31 Epub Date: 2024-08-27 DOI:10.21037/tcr-24-1188
Xiaoxi Zhao, Lei Li, Yancheng Li, Yanxiao Liu, Hua Wang, Nika Samadzadeh Tabrizi, Zhou Ye, Ziru Zhao
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引用次数: 0

摘要

背景:铁变态反应是一种与铁依赖性脂质过氧化相关的调节性细胞死亡形式,在癌症进展中发挥着作用。然而,肺腺癌(LUAD)骨转移(BM)中的铁变态反应的具体机制仍不清楚。本研究通过生物信息学分析,试图确定参与肺腺癌骨转移的铁变态相关基因,从而为治疗肺腺癌骨转移提供潜在的新靶点:方法:从基因表达总库(GEO)数据库中获取RNA表达数据集GSE10799,并将其与铁变态反应数据集交叉,以鉴定与铁变态反应相关的差异表达基因(DEGs)。候选基因的表达及其与 LUAD 患者预后的相关性在癌症基因组图谱(TCGA)数据库中得到了验证。利用GeneMania和Retrieval of Interacting Genes/Proteins(STRING)数据库构建了蛋白质基因相互作用网络。候选基因与免疫细胞之间的关联通过 TCGA 和肿瘤免疫估计资源(TIMER)数据库进行了评估。基因组富集分析(GSEA)阐明了潜在的机制。利用TargetScan数据库探索了与候选基因mRNA的3'非翻译区(3'UTR)末端结合的相关微RNA(miRNA或miRs)。利用 TCGA 数据库验证了这些候选 miRNA 在 LUAD 中的表达,并检验了候选 miRNA 与候选 mRNA 之间的相关性。最后,对40名LUAD患者的临床数据进行了回顾性分析,以评估候选基因表达对LUAD BM患者的临床价值:结果:这项研究发现了 15 个与 LUAD 骨髓中铁蛋白沉积相关的 DEGs。TCGA数据库分析表明,CDGSH铁硫结构域2(CISD2)水平低的LUAD患者比CISD2水平高的患者有更好的疾病特异性生存(DSS)、总生存(OS)和无进展间期(PFI)。TIMER数据库的结果显示,CISD2的表达与各种免疫细胞的浸润水平相关。GSEA表明,CISD2可能通过参与细胞周期调控、线粒体翻译、DNA损伤修复、c-Myc(MYC)激活和P53信号通路影响LUAD的生物活性。通过对 TargetScan 和 TCGA 数据库的综合分析,hsa-miR-320a 被确定为最佳的上游调控 miRNA。免疫组化数据显示,BM 患者的 CISD2 阳性表达率和免疫组化评分明显高于无 BM 患者(PConclusions:下调 CISD2 的表达可延长 LUAD 患者的 DSS、OS 和 PFI。因此,CISD2 可作为 LUAD 患者的新型预测性生物标记物。此外,miR-320a 可能会负向调节 CISD2,并通过激活 MYC 参与 LUAD BM。这些数据为开发针对LUAD-BM患者的抗癌疗法提供了一个潜在的视角。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Bioinformatic prediction of miR-320a as a potential negative regulator of CDGSH iron-sulfur domain 2 (CISD2), involved in lung adenocarcinoma bone metastasis via MYC activation, and associated with tumor immune infiltration.

Background: Ferroptosis, a form of regulated cell death associated with iron-dependent lipid peroxidation, plays a role in cancer progression. However, the specific mechanisms of ferroptosis in lung adenocarcinoma (LUAD) bone metastasis (BM) remain unclear. Using bioinformatics analysis, this study sought to identify the ferroptosis-associated genes involved in BM in LUAD, thus providing potential novel targets for the treatment of BM in LUAD.

Methods: The RNA expression dataset GSE10799 was acquired from the Gene Expression Omnibus (GEO) database, and intersected with the ferroptosis dataset to identify ferroptosis-related differentially expressed genes (DEGs). The expression of candidate genes and their correlation with the prognosis of LUAD patients were validated in The Cancer Genome Atlas (TCGA) database. A protein gene interaction network was constructed using GeneMania and Retrieval of Interacting Genes/Proteins (STRING) databases. The association between the candidate genes and immune cells was assessed via TCGA and Tumor IMmune Estimation Resource (TIMER) databases. The potential mechanisms were elucidated by a gene set enrichment analysis (GSEA). The relevant microRNAs (miRNAs or miRs) that bind to the 3'untranslated region (3'UTR) end of candidate genes' mRNA was explored using the TargetScan database. The expression of these candidate miRNAs in LUAD was validated and the correlation between candidate miRNAs and candidate mRNAs was tested using the TCGA database. Finally, the clinical data of 40 LUAD patients were retrospectively analyzed to evaluate the clinical value of candidate gene expression for LUAD BM patients.

Results: In this research, 15 ferroptosis-related DEGs in LUAD BM were identified. TCGA database analysis indicated that patients with low levels of CDGSH iron-sulfur domain 2 (CISD2) in LUAD had better disease-specific survival (DSS), overall survival (OS), and a better progression-free interval (PFI) than those with high levels of CISD2. The TIMER database results show that the expression of CISD2 is correlated with the infiltration levels of various immune cells. The GSEA indicated that CISD2 might influence biological activity in LUAD by participating in cell-cycle regulation, mitochondrial translation, DNA damage repair, c-Myc (MYC) activation, and the P53 signaling pathway. Through the combined analysis of the TargetScan and TCGA databases, hsa-miR-320a was identified as the optimal upstream regulatory miRNA. The immunohistochemistry data indicated that the positive CISD2 expression rates and immunohistochemistry scores of the patients with BM were significantly higher than those of the patients without BM (P<0.05). The high expression of CISD2 is a significant risk factor for BM in LUAD.

Conclusions: The downregulation of CISD2 expression may extend DSS, OS, and the PFI of LUAD patients. Thus, CISD2 could serve as a novel predictive biomarker for LUAD patients. Further, miR-320a might negatively regulate CISD2 and participate in LUAD BM by activating MYC. These data provide a potential perspective for developing anticancer therapies for LUAD-BM patients.

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来源期刊
CiteScore
2.10
自引率
0.00%
发文量
252
期刊介绍: Translational Cancer Research (Transl Cancer Res TCR; Print ISSN: 2218-676X; Online ISSN 2219-6803; http://tcr.amegroups.com/) is an Open Access, peer-reviewed journal, indexed in Science Citation Index Expanded (SCIE). TCR publishes laboratory studies of novel therapeutic interventions as well as clinical trials which evaluate new treatment paradigms for cancer; results of novel research investigations which bridge the laboratory and clinical settings including risk assessment, cellular and molecular characterization, prevention, detection, diagnosis and treatment of human cancers with the overall goal of improving the clinical care of cancer patients. The focus of TCR is original, peer-reviewed, science-based research that successfully advances clinical medicine toward the goal of improving patients'' quality of life. The editors and an international advisory group of scientists and clinician-scientists as well as other experts will hold TCR articles to the high-quality standards. We accept Original Articles as well as Review Articles, Editorials and Brief Articles.
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