Gene Expression Regulation, Neoplastic

基因表达调控, 肿瘤
  • 文章类型: Journal Article
    信号通路的改变和细胞代谢的调节与癌症的发病机制有关。包括肝细胞癌(HCC)。小泛素样修饰蛋白(SUMO)和NF-κB家族在各种细胞过程中起着重要作用。本研究旨在确定SUMO和NF-κB基因在HCC肿瘤中的表达谱,并探讨其与HCC临床预后的关系。5个基因-SUMO1,SUMO2,SUMO3,NF-κBp65和NF-κBp50的表达-通过实时定量PCR在58例HBV相关HCC患者的肿瘤和邻近非肿瘤组织中定量,并分析其可能与HCC临床参数的关联。SUMO2在HCC肿瘤组织中的表达明显高于癌旁非肿瘤组织(P=0.01),而SUMO1,SUMO3,NF-κBp65和NF-κBp50在HCC肿瘤和非肿瘤组织中的表达没有显着差异(P>0.05)。在HCC组织中,SUMO2和NF-κBp50,SUMO3和NF-κBp50,SUMO3和NF-κBp65之间的表达之间观察到强烈的相关性(Spearmanrho=0.83;0.82;0.772;P<.001)。根据世界卫生组织分级系统,与1级和2级相比,3级肝癌肿瘤中SUMO1,SUMO2,SUMO3,NF-κBp65和NF-κBp50的表达降低。我们的结果强调,SUMO2基因在肝癌患者的肿瘤组织中上调,与肝癌的发展有关,因此可能与HCC的发病机制有关。
    Alterations in signaling pathways and modulation of cell metabolism are associated with the pathogenesis of cancers, including hepatocellular carcinoma (HCC). Small ubiquitin-like modifier (SUMO) proteins and NF-κB family play major roles in various cellular processes. The current study aims to determine the expression profile of SUMO and NF-κB genes in HCC tumors and investigate their association with the clinical outcome of HCC. The expression of 5 genes - SUMO1, SUMO2, SUMO3, NF-κB p65, and NF-κB p50 - was quantified in tumor and adjacent non-tumor tissues of 58 HBV-related HCC patients by real-time quantitative PCR and was analyzed for the possible association with clinical parameters of HCC. The expression of SUMO2 was significantly higher in HCC tumor tissues compared to the adjacent non-tumor tissues (P = .01), while no significant difference in SUMO1, SUMO3, NF-κB p65, and NF-κB p50 expression was observed between HCC tumor and non-tumor tissues (P > .05). In HCC tissues, a strong correlation was observed between the expression of SUMO2 and NF-κB p50, between SUMO3 and NF-κB p50, between SUMO3 and NF-κB p65 (Spearman rho = 0.83; 0.82; 0.772 respectively; P < .001). The expression of SUMO1, SUMO2, SUMO3, NF-κB p65, and NF-κB p50 was decreased in grade 3 compared to grades 1 and 2 in HCC tumors according to the World Health Organization grades system. Our results highlighted that the SUMO2 gene is upregulated in tumor tissues of patients with HCC, and is related to the development of HCC, thus it may be associated with the pathogenesis of HCC.
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  • 文章类型: Journal Article
    尽管多发性骨髓瘤(MM)的治疗取得了显著进展,复发仍然是一个挑战。然而,本病的发病机制尚不清楚.这项研究旨在确定可能为MM治疗开辟新途径的潜在生物标志物。从基因表达综合数据库获得MM患者的微阵列数据和临床特征。差异表达分析和蛋白质-蛋白质相互作用(PPI)网络构建用于鉴定与MM相关的hub基因。使用接收器工作特性曲线和列线图构造进一步评估了预测性能。进行功能富集分析以研究可能的机制。孟德尔随机化(MR)用于评估关键基因与MM风险之间的因果关系。PPI网络的拓扑分析揭示了与MM相关的五个枢纽基因,髓过氧化物酶(MPO)由于其最高程度和曲线下面积而成为关键基因。MPO在所有数据集上显示MM患者和对照组之间的显着差异。功能富集分析显示MPO与MM中的免疫相关途径之间存在很强的关联。MR分析证实了MPO与MM风险之间的因果关系。通过整合微阵列分析和MR,我们成功地鉴定并验证了MPO是一种有前景的MM生物标志物,它可能通过免疫相关途径参与MM的发病和进展.
    Despite remarkable advancements in the treatment of multiple myeloma (MM), relapse remains a challenge. However, the mechanisms underlying this disease remain unclear. This study aimed to identify potential biomarkers that could open new avenues for MM treatment. Microarray data and clinical characteristics of patients with MM were obtained from the Gene Expression Omnibus database. Differential expression analysis and protein-protein interaction (PPI) network construction were used to identify hub genes associated with MM. Predictive performance was further assessed using receiver operating characteristic curves and nomogram construction. Functional enrichment analysis was conducted to investigate possible mechanisms. Mendelian randomization (MR) was used to evaluate the causal relationship between the crucial gene and MM risk. Topological analysis of the PPI network revealed five hub genes associated with MM, with myeloperoxidase (MPO) being the key gene owing to its highest degree and area under the curve values. MPO showed significant differences between patients with MM and controls across all datasets. Functional enrichment analysis revealed a strong association between MPO and immune-related pathways in MM. MR analysis confirmed a causal relationship between MPO and the risk of MM. By integrating microarray analysis and MR, we successfully identified and validated MPO as a promising biomarker for MM that is potentially implicated in MM pathogenesis and progression through immune-related pathways.
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  • 文章类型: Journal Article
    背景:乳腺癌是全球死亡的主要原因之一。除了遗传因素,性激素雌激素在乳腺癌的发展中起着举足轻重的作用。我们每天通过各种途径接触大量的雌激素模拟物。然而,如何异种雌激素,外源性雌激素模拟物,调节癌症相关的信号通路和与特定基因的相互作用仍未得到充分研究。因此,本研究旨在探讨异种雌激素的直接或间接结合配偶体及其在暴露于这些雌激素化合物时的表达。
    方法:收集与异雌激素辛基酚相关的基因,壬基酚,双酚A,和2,2-双(4-羟基苯基)-1,1,1-三氯乙烷是从比较毒性基因组学数据库收集的。Venny2.1用于查明这些异种雌激素共有的基因。随后,使用注释数据库对共享基因进行了基因本体论和京都基因百科全书以及基因组途径分析,可视化,和集成发现生物信息学资源。使用化学物质相互作用的搜索工具构建了异种雌激素-蛋白质相互作用网络。使用来自基因表达综合数据库的微阵列数据集GSE5200研究常见基因的表达。此外,使用加利福尼亚大学鉴定了不同乳腺癌亚型中常见基因的表达,圣克鲁斯·西娜.
    结果:鉴定了与异种雌激素相关的基因,发现13个基因与所有4种异种雌激素相互作用。通过DAVID分析,所选择的基因被发现富含各种功能和途径,包括癌症的途径,化学致癌-受体激活,和雌激素信号通路。比较毒理基因组学数据库和源自STITCH的化学-蛋白质相互作用网络的结果相似。微阵列数据分析显示,在另一项研究中,所有13个基因的显著高表达,用双酚A和壬基酚处理的MCF-7细胞,大多数基因在管腔A或基底乳腺癌亚型中表达。
    结论:总之,与四种异种雌激素相关的基因大多与肿瘤发生相关的途径有关,发现这些基因在乳腺癌中的表达更高。
    BACKGROUND: Breast cancer represents one of the leading causes of death worldwide. Apart from genetic factors, the sex hormone estrogen plays a pivotal role in breast cancer development. We are exposed to a plethora of estrogen mimics on a daily basis via various routes. Nevertheless, how xenoestrogens, the exogenous estrogen mimics, modulate cancer-associated signaling pathways and interact with specific genes is still underexplored. Hence, this study aims to explore the direct or indirect binding partners of xenoestrogens and their expression upon exposure to these estrogenic compounds.
    METHODS: The collection of genes linked to the xenoestrogens Octylphenol, Nonylphenol, Bisphenol-A, and 2,2-bis(4-hydroxyphenyl)-1,1,1-trichloroethane were gathered from the Comparative Toxicogenomics Database. Venny 2.1 was utilized to pinpoint the genes shared by these xenoestrogens. Subsequently, the shared genes underwent Gene Ontology and Kyoto Encyclopedia of Genes and Genomes pathway analysis using the Database for Annotation, Visualization, and Integrated Discovery bioinformatics resource. A xenoestrogen-protein interaction network was constructed using Search Tool for Interactions of Chemicals. The expressions of common genes were studied with the microarray dataset GSE5200 from the Gene Expression Omnibus database. Also, the expression of a common gene set within different breast cancer subtypes was identified using the University of California, Santa Cruz Xena.
    RESULTS: The genes linked to xenoestrogens were identified, and 13 genes were found to interact with all four xenoestrogens. Through DAVID analysis, the genes chosen are found to be enriched for various functions and pathways, including pathways in cancer, chemical carcinogenesis-receptor activation, and estrogen signaling pathways. The results of the Comparative Toxicogenomics Database and the chemical-protein interaction network derived from STITCH were similar. Microarray data analysis showed significantly high expression of all 13 genes in another study, with Bisphenol-A and Nonylphenol treated MCF-7 cells, most of the genes are expressed in luminal A or basal breast cancer subtype.
    CONCLUSIONS: In summary, the genes associated with the four xenoestrogens were mostly linked to pathways related to tumorigenesis, and the expression of these genes was found to be higher in breast cancer.
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  • 文章类型: Journal Article
    背景:MicroRNA(MiR)通过调节所有基因中50-60%的mRNA来影响癌症的生长。根据我们的知识,我们首次对肛门癌患者的microRNA表达及其预后影响进行了全球分析。
    方法:将2003年9月至2011年4月29例T1-4N0-3M0肛门癌患者纳入研究。从新鲜冷冻组织中提取RNA并使用NGS测序。使用R-包装DEseq2鉴定差异表达的微小RNA,并且终点是进展时间(TTP)和癌症特异性存活(CSS)。
    结果:5个微小RNA与5年无进展生存期(PFS)显著相关:2个微小RNA的低表达与较高的PFS相关,miR-1246(100%vs.55.6%,p=0.008),和miR-135b-5p(92.9%vs.59.3%,p=0.041)。另一方面,三种microRNAs的高表达与较高的PFS相关,miR-148a-3p(93.3%vs.53.6%,p=0.025),miR-99a-5p(92.9%vs.57.1%,p=0.016),和let-7c-3p(92.9%与57.1%,p=0.016)。记录了CSS的相应发现。
    结论:我们的研究确定了五种microRNA作为肛门癌的预后标志物。MiR-1246和microRNA-135b-5p是原癌MiR(具有癌基因效应的miR),而miR-148a-3p,miR-99a-5p,let-7c-3p在肛门癌患者中充当肿瘤抑制因子。
    BACKGROUND: MicroRNA (MiR) influences the growth of cancer by regulation of mRNA for 50-60% of all genes. We present as per our knowledge the first global analysis of microRNA expression in anal cancer patients and their prognostic impact.
    METHODS: Twenty-nine patients with T1-4 N0-3 M0 anal cancer treated with curative intent from September 2003 to April 2011 were included in the study. RNA was extracted from fresh frozen tissue and sequenced using NGS. Differentially expressed microRNAs were identified using the R-package DEseq2 and the endpoints were time to progression (TTP) and cancer specific survival (CSS).
    RESULTS: Five microRNAs were significantly associated with 5-year progression free survival (PFS): Low expression of two microRNAs was associated with higher PFS, miR-1246 (100% vs. 55.6%, p = 0.008), and miR-135b-5p (92.9% vs. 59.3%, p = 0.041). On the other hand, high expressions of three microRNAs were associated with higher PFS, miR-148a-3p (93.3% vs. 53.6%, p = 0.025), miR-99a-5p (92.9% vs. 57.1%, p = 0.016), and let-7c-3p (92.9% vs. 57.1%, p = 0.016). Corresponding findings were documented for CSS.
    CONCLUSIONS: Our study identified five microRNAs as prognostic markers in anal cancer. MiR-1246 and microRNA-135b-5p were oncoMiRs (miRs with oncogene effects), while miR-148a-3p, miR- 99a-5p, and let-7c-3p acted as tumour suppressors in anal cancer patients.
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  • 文章类型: Journal Article
    TNKS是治疗肺腺癌的新靶点,研究中药复方消炎汤与TNKS抑制剂E7449在干预TNKS中的协同作用,并阐明了可能涉及的潜在机制。免疫组织化学用于分析肿瘤组织中的TNKS表达。靶向TNKS对细胞生长的影响,入侵,凋亡,通过蛋白质印迹在肿瘤细胞中研究了关键基因和信号通路,救援实验,集落形成试验,流式细胞术和无标记实验。然后移植具有A549细胞的肿瘤异种移植物用于体内研究。我们发现TNKS的高表达与肺腺癌的晚期肿瘤分期和肿瘤大小密切相关。TNKS在体外被击倒后,增长,扩散,A549和H1975细胞的迁移和侵袭能力显著降低。随后,我们应用消炎汤和TNKS抑制剂干预肺腺癌。消炎汤和E7449抑制TNKS表达,抑制腺癌细胞增殖,迁移,体外侵袭和凋亡。蛋白质组学分析显示,E7449治疗可能与经典的Wnt/β-catenin通路密切相关。而消炎汤治疗可能与WNT/PLAN通路有关。异种移植研究证实E7449或消炎汤在体内抑制肺肿瘤生长并减弱腺癌中的Wnt信号通路。这些发现表明TNKS是一种新的治疗靶标。中药制剂与小分子抑制剂有望构成有效的组合策略。
    TNKS is a new target for the treatment of lung adenocarcinoma, the synergistic effects of the TCM compound Xiaoyan decoction and the TNKS inhibitor E7449 in the intervention on TNKS were investigated, and the possible underlying mechanisms involved were clarified. Immunohistochemistry was used to analyse TNKS expression in tumour tissues. The impact of targeting TNKS on cell growth, invasion, apoptosis, key genes and signalling pathways was investigated in tumour cells by Western blotting, rescue experiments, colony formation assays, flow cytometry and label-free experiments. Tumour xenografts with A549 cells were then transplanted for in vivo study. We found that TNKS high expression was closely related to the advanced tumour stage and tumour size in lung adenocarcinom. After TNKS was knocked down in vitro, the growth, proliferation, migration and invasion were markedly reduced in A549 and H1975 cells. We subsequently applied the Xiaoyan decoction and TNKS inhibitors to intervene in lung adenocarcinoma. Xiaoyan decoction and E7449 suppressed TNKS expression and inhibited adenocarcinoma cell proliferation, migration, invasion and apoptosis in vitro. Proteomic analysis revealed that E7449 treatment may be most closely associated with the classic Wnt/β-catenin pathway, whereas Xiaoyan decoction treatment may be related to the WNT/PLAN pathway. Xenograft studies confirmed that E7449 or Xiaoyan decoction inhibited lung tumour growth in vivo and attenuated the Wnt signalling pathway in adenocarcinoma. These findings suggest that TNKS is a novel therapeutic target. TCM preparations and small molecule inhibitors are expected to constitute an effective combination strategy.
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  • 文章类型: Journal Article
    醋酸阿比特龙(AA)可作为治疗转移性去势抵抗性前列腺癌(mCRPC)患者持续睾酮产生的药物。然而,它的功效因个体而异;因此,需要识别生物标志物来预测和跟踪治疗反应.在这项试点研究中,我们探讨了循环微小RNA(c-miRNA)根据患者对AA的反应性对患者进行分层的潜力.我们对一组33例mCRPC患者在3例之前和之后的血浆样本进行了分析,六,和9个月的AA治疗。使用miRNART-qPCR面板进行候选发现,使用TaqManRT-qPCR进行验证,我们确定了有希望的miRNA特征。我们的调查表明,基于miR-103a-3p和miR-378a-5p的签名有效区分了非应答者和应答者患者。同时也随着时间的推移跟随药物的功效。此外,通过硅分析,我们鉴定了两个miRNAs的靶基因和转录因子,包括PTEN和HOXB13,已知它们在mCRPC的AA抗性中起作用。总之,我们的研究强调了两种c-miRNAs作为mCRPC患者AA的潜在伴随诊断,为mCRPC治疗中的知情决策提供新的见解。
    Abiraterone acetate (AA) serves as a medication for managing persistent testosterone production in patients with metastatic castration-resistant prostate cancer (mCRPC). However, its efficacy varies among individuals; thus, the identification of biomarkers to predict and follow treatment response is required. In this pilot study, we explored the potential of circulating microRNAs (c-miRNAs) to stratify patients based on their responsiveness to AA. We conducted an analysis of plasma samples obtained from a cohort of 33 mCRPC patients before and after three, six, and nine months of AA treatment. Using miRNA RT-qPCR panels for candidate discovery and TaqMan RT-qPCR for validation, we identified promising miRNA signatures. Our investigation indicated that a signature based on miR-103a-3p and miR-378a-5p effectively discriminates between non-responder and responder patients, while also following the drug\'s efficacy over time. Additionally, through in silico analysis, we identified target genes and transcription factors of the two miRNAs, including PTEN and HOXB13, which are known to play roles in AA resistance in mCRPC. In summary, our study highlights two c-miRNAs as potential companion diagnostics of AA in mCRPC patients, offering novel insights for informed decision-making in the treatment of mCRPC.
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  • 文章类型: Journal Article
    胃癌通常起源于胃粘膜内正常细胞的异常增殖,最终形成肿瘤。精子相关抗原5(SPAG5)和异常梭形小头畸形(ASPM)相关基因在胃癌中的作用尚不清楚。从GPL13607和GPL570生成的基因表达综合数据库下载胃癌数据集GSE51575和GSE36076谱。分析包括过滤差异表达的基因,加权基因共表达网络分析,功能富集分析,基因集富集分析,免疫浸润分析,蛋白质相互作用网络的构建和分析,生存分析,和比较毒性基因组学数据库分析。还创建了基因表达的热图。总共鉴定了1457个差异表达的基因。根据基因本体论分析,它们主要富含有机酸的代谢过程,浓缩染色体着丝粒区,和氧化还原酶活性。京都百科全书的基因和基因组分析显示它们主要参与代谢途径,P53信号通路,和PPAR信号通路。加权基因共表达网络分析的软阈值功率设为8。三个核心基因(CENPE,SPAG5和ASPM)被鉴定。核心基因表达的热图显示SPAG5和ASPM在胃癌样品中高表达,而在正常样品中低表达。比较毒性基因组学数据库分析表明,核心基因(CENPE,SPAG5和ASPM)与胃肿瘤有关,胃病,胃炎,胃溃疡,肿瘤,炎症,和坏死。SPAG5和ASPM基因在胃癌组织中过度表达,较高的表达水平与较差的预后相关,可能作为潜在的预后标志物。
    Gastric cancer typically originates from the abnormal proliferation of normal cells within the gastric mucosa, eventually forming tumors. The roles of sperm-associated antigen 5 (SPAG5) and abnormal spindle-like microcephaly (ASPM) associated genes in gastric cancer are not yet clear. Gastric cancer datasets GSE51575 and GSE36076 profiles were downloaded from the GPL13607 and GPL570-generated gene expression omnibus database. The analysis included filtering for differentially expressed genes, weighted gene co-expression network analysis, functional enrichment analysis, gene set enrichment analysis, immune infiltration analysis, construction and analysis of the protein-protein interaction network, survival analysis, and Comparative Toxicogenomics Database analysis. Heatmaps of gene expression were also created. A total of 1457 differentially expressed genes were identified. According to gene ontology analysis, they are primarily enriched in the metabolic processes of organic acids, condensed chromosome centromere regions, and oxidoreductase activity. Kyoto Encyclopedia of Gene and Genome analysis showed they are mainly involved in metabolic pathways, P53 signaling pathway, and PPAR signaling pathway. The soft threshold power for weighted gene co-expression network analysis was set to 8. Three core genes (CENPE, SPAG5, and ASPM) were identified. Heatmaps of core gene expression revealed that SPAG5 and ASPM are highly expressed in gastric cancer samples and low in normal samples. Comparative Toxicogenomics Database analysis indicated that the core genes (CENPE, SPAG5, and ASPM) are associated with gastric tumors, gastric diseases, gastritis, gastric ulcers, tumors, inflammation, and necrosis. The SPAG5 and ASPM genes are overexpressed in gastric cancer tissues, and higher expression levels are associated with worse prognosis, may serve as potential prognostic markers.
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  • 文章类型: Journal Article
    背景:肿瘤相关巨噬细胞(TAM)对乳腺癌(BRCA)的各种亚型的进展和异质性具有重要影响。然而,异质性TAM在BRCA亚型中的作用尚不清楚.因此,这项研究试图阐明TAM在以下三种BRCA亚型中的作用:三阴性乳腺癌,管腔,和HER2。
    方法:这项研究旨在描绘标记基因的变异,药物敏感性,以及TAM之间跨三种BRCA亚型的蜂窝通信。我们鉴定了由VEGFA-VEGFR1、SPP1-CD44和SPP1-ITGB1L-R对调节的特异性配体-受体(L-R)对和下游机制。通过将巨噬细胞与BRCA细胞的三种亚型共培养来进行这些对的实验验证。
    结果:我们的发现揭示了三种BRCA亚型中巨噬细胞的异质性,标记基因表达的变化证明,composition,和功能特征。值得注意的是,发现异质TAM促进MDA-MB-231,MCF-7和SKBR3细胞的侵袭性迁移和上皮间质转化(EMT),通过P38MAPK激活NF-κB通路,TGF-β1和AKT,分别,通过不同的VEGFA-VEGFR1、SPP1-CD44和SPP1-ITGB1L-R对。抑制这些特定的L-R对有效逆转EMT,迁移,和每个癌细胞的侵袭。此外,我们观察到配体基因表达与TAM对抗癌药物的敏感性之间的相关性,提出了优化个性化治疗指导的潜在策略。
    结论:我们的研究强调了异质TAM通过不同BRCA亚型中特定L-R对介导的不同途径调节生物学功能的能力。这项研究可能为BRCA不同亚型的精准免疫疗法提供见解。
    BACKGROUND: Tumor-associated macrophages (TAM) exert a significant influence on the progression and heterogeneity of various subtypes of breast cancer (BRCA). However, the roles of heterogeneous TAM within BRCA subtypes remain unclear. Therefore, this study sought to elucidate the role of TAM across the following three BRCA subtypes: triple-negative breast cancer, luminal, and HER2.
    METHODS: This investigation aimed to delineate the variations in marker genes, drug sensitivity, and cellular communication among TAM across the three BRCA subtypes. We identified specific ligand-receptor (L-R) pairs and downstream mechanisms regulated by VEGFA-VEGFR1, SPP1-CD44, and SPP1-ITGB1 L-R pairs. Experimental verification of these pairs was conducted by co-culturing macrophages with three subtypes of BRCA cells.
    RESULTS: Our findings reveal the heterogeneity of macrophages within the three BRCA subtypes, evidenced by variations in marker gene expression, composition, and functional characteristics. Notably, heterogeneous TAM were found to promote invasive migration and epithelial-mesenchymal transition (EMT) in MDA-MB-231, MCF-7, and SKBR3 cells, activating NF-κB pathway via P38 MAPK, TGF-β1, and AKT, respectively, through distinct VEGFA-VEGFR1, SPP1-CD44, and SPP1-ITGB1 L-R pairs. Inhibition of these specific L-R pairs effectively reversed EMT, migration, and invasion of each cancer cells. Furthermore, we observed a correlation between ligand gene expression and TAM sensitivity to anticancer drugs, suggesting a potential strategy for optimizing personalized treatment guidance.
    CONCLUSIONS: Our study highlights the capacity of heterogeneous TAM to modulate biological functions via distinct pathways mediated by specific L-R pairs within diverse BRCA subtypes. This study might provide insights into precision immunotherapy of different subtypes of BRCA.
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  • 文章类型: Journal Article
    线粒体RNA修饰(MRM)在调控线粒体关键基因的表达和促进肿瘤转移中起着至关重要的作用。尽管意义重大,关于低级别胶质瘤(LGGs)中MRM的综合研究仍然未知。单细胞RNA-seq数据(GSE89567)用于评估分布功能状态,以及不同细胞类型LGG微环境中MRM相关基因的相关性。我们通过使用LASSO回归分析和随机生存森林算法选择潜在的MRM相关基因,开发了MRM评分系统,基于来自TCGA的多个批量RNA-seq数据集,CGGA,GSE16011和E-MTAB-3892。对预后和免疫学特征进行分析,信号通路,新陈代谢,体细胞突变和拷贝数变异(CNVs),治疗反应,并预测潜在的小分子药物。从文献中总共选择了35个MRM相关基因。1120个正常脑组织和529个LGGs的差异表达分析显示,有22个和10个基因上调和下调,分别。大多数基因与LGG的预后相关。METLL8,METLL2A,TRMT112和METTL2B在所有细胞类型和每种细胞类型的不同细胞周期中广泛表达。几乎所有细胞类型都有与线粒体RNA加工相关的簇,核糖体生物发生,或氧化磷酸化。细胞间通讯和Pearson相关分析显示MRM可能通过调节NCMA信号通路和ICP表达促进微环境的发展,从而促进恶性进展。通过LASSO和RSF算法共观察到11个和9个MRM相关基因,分别,最后用6个MRM相关基因建立MRM评分系统(TRMT2B,TRMT11、METTL6、METTL8、TRMT6和TRUB2)。然后通过qPCR在神经胶质瘤和正常组织中验证了六个MRM相关基因。MRM评分可以预测恶性肿瘤的临床特征,丰富的免疫浸润,基因变异,临床结果,信号通路和代谢的富集。体外实验表明,沉默METTL8可显着抑制神经胶质瘤细胞的增殖并增强细胞凋亡。MRM评分高的患者对免疫疗法和小分子药物如花生四烷基三氟甲基酮有更好的反应,MS.275,AH.6809,他克莫司,和TTNPB。这些对神经胶质瘤微环境中MRM的生物学影响的新见解强调了其作为开发精确疗法的目标的潜力。包括免疫治疗方法。
    Mitochondrial RNA modification (MRM) plays a crucial role in regulating the expression of key mitochondrial genes and promoting tumor metastasis. Despite its significance, comprehensive studies on MRM in lower grade gliomas (LGGs) remain unknown. Single-cell RNA-seq data (GSE89567) was used to evaluate the distribution functional status, and correlation of MRM-related genes in different cell types of LGG microenvironment. We developed an MRM scoring system by selecting potential MRM-related genes using LASSO regression analysis and the Random Survival Forest algorithm, based on multiple bulk RNA-seq datasets from TCGA, CGGA, GSE16011, and E-MTAB-3892. Analysis was performed on prognostic and immunological features, signaling pathways, metabolism, somatic mutations and copy number variations (CNVs), treatment responses, and forecasting of potential small-molecule agents. A total of 35 MRM-related genes were selected from the literature. Differential expression analysis of 1120 normal brain tissues and 529 LGGs revealed that 22 and 10 genes were upregulated and downregulated, respectively. Most genes were associated with prognosis of LGG. METLL8, METLL2A, TRMT112, and METTL2B were extensively expressed in all cell types and different cell cycle of each cell type. Almost all cell types had clusters related to mitochondrial RNA processing, ribosome biogenesis, or oxidative phosphorylation. Cell-cell communication and Pearson correlation analyses indicated that MRM may promoting the development of microenvironment beneficial to malignant progression via modulating NCMA signaling pathway and ICP expression. A total of 11 and 9 MRM-related genes were observed by LASSO and the RSF algorithm, respectively, and finally 6 MRM-related genes were used to establish MRM scoring system (TRMT2B, TRMT11, METTL6, METTL8, TRMT6, and TRUB2). The six MRM-related genes were then validated by qPCR in glioma and normal tissues. MRM score can predict the malignant clinical characteristics, abundance of immune infiltration, gene variation, clinical outcome, the enrichment of signaling pathways and metabolism. In vitro experiments demonstrated that silencing METTL8 significantly curbs glioma cell proliferation and enhances apoptosis. Patients with a high MRM score showed a better response to immunotherapies and small-molecule agents such as arachidonyl trifluoromethyl ketone, MS.275, AH.6809, tacrolimus, and TTNPB. These novel insights into the biological impacts of MRM within the glioma microenvironment underscore its potential as a target for developing precise therapies, including immunotherapeutic approaches.
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  • 文章类型: Journal Article
    在癌细胞中,核运输系统经常中断,导致核蛋白的异常定位和基因表达的改变。这种破坏可能来自各种机制,例如调节核运输的基因突变,转运蛋白表达改变,和核包膜结构的变化。由于核转运的干扰而在细胞核中积聚的致癌蛋白也可以促进肿瘤生长和细胞增殖。在这项研究中,我们使用来自癌症基因组图谱(TCGA)和癌细胞系百科全书的癌症和头颈部鳞状细胞癌(HNSCC)数据集的基因组和转录组数据,对23个关键核转运受体进行了生物信息学分析,发现PCAWG联盟2691个样本中23个核转运受体的总改变频率为42.1%,高水平的遗传改变与不良的总体生存率显著相关。扩增是最常见的遗传改变类型,与正常组织相比,HNSCC中核转运受体的过表达。此外,我们的研究显示,8个细胞周期基因中的7个(CDK1,CDK2,CDK4,CDK6,CCNA1,CCNB1和CCNE2)与TCGA癌症和CCLE数据集中的核转运受体基因呈显著正相关.此外,功能富集分析表明,核转运受体基因主要富集在粘连连接处,细胞周期,ERBB,MAPK,MTOR和WNT信号通路。
    In cancer cells, the nuclear transport system is often disrupted, leading to abnormal localization of nuclear proteins and altered gene expression. This disruption can arise from various mechanisms such as mutations in genes that regulate nuclear transport, altered expression of transport proteins, and changes in nuclear envelope structure. Oncogenic protein build-up in the nucleus due to the disturbance in nuclear transport can also boost tumor growth and cell proliferation. In this study, we performed bioinformatic analyses of 23 key nuclear transport receptors using genomic and transcriptomic data from pancancer and head and neck squamous cell carcinoma (HNSCC) datasets from The Cancer Genome Atlas (TCGA) and Cancer Cell Line Encyclopedia and found that the total alteration frequency of 23 nuclear transport receptors in 2691 samples of the PCAWG Consortium was 42.1% and a high levels of genetic alterations was significantly associated with poor overall survival. Amplification was the most common type of genetic alterations, and results in the overexpression of nuclear transport receptors in HNSCC compared to normal tissues. Furthermore, our study revealed that seven out of eight cell cycle genes (CDK1, CDK2, CDK4, CDK6, CCNA1, CCNB1, and CCNE2) were significantly and positively correlated with nuclear transport receptor genes in TCGA pancancer and CCLE datasets. Additionally, functional enrichment analysis showed that nuclear transport receptor genes were mainly enriched in the adhesion junction, cell cycle, ERBB, MAPK, MTOR and WNT signaling pathways.
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