LUSC

LUSC
  • 文章类型: Journal Article
    肺鳞状细胞癌的特征在于RNA表达模式的显著改变,缺乏早期症状和诊断会导致生存率低下。我们的研究旨在通过差异表达分析确定LUSC中涉及的hub基因及其对患者总体生存率的影响。因此,鉴定有可能作为生物标志物和治疗靶标的基因。从TCGA获得LUSC的RNA序列数据并使用RStudio进行分析。对DE基因进行生存分析。对生存相关基因进行PPI网络和hub基因分析。在PPI网络上进行了富集分析,以阐明hub基因的功能作用。我们的分析确定了LUSC患者数据集中的2774个DEG。生存分析显示511个基因对患者生存有显著影响。其中,20个枢纽基因-FN1,ACTB,HGF,PDGFRB,PTEN,SNAI1,TGFBR1,ESR1,SERPINE1,THBS1,PDGFRA,VWF,BMP2,LEP,VTN,PXN,ABL1,ITGA3和ANXA5-被发现有较低的表达水平与更好的患者生存率相关。而SOX2的高表达与更长的生存期相关。富集分析表明,这些hub基因参与关键的细胞和癌症相关途径。我们的研究已经确定了六个关键的枢纽基因,它们是差异表达的,并且对LUSC患者的生存结果表现出重大影响。Further,必须对关键基因进行体外和体内研究,以将其用作LUSC的治疗靶标和生物标志物.
    Lung Squamous Cell Carcinoma is characterised by significant alterations in RNA expression patterns, and a lack of early symptoms and diagnosis results in poor survival rates. Our study aimed to identify the hub genes involved in LUSC by differential expression analysis and their influence on overall survival rates in patients. Thus, identifying genes with the potential to serve as biomarkers and therapeutic targets. RNA sequence data for LUSC was obtained from TCGA and analysed using R Studio. Survival analysis was performed on DE genes. PPI network and hub gene analysis was performed on survival-relevant genes. Enrichment analysis was conducted on the PPI network to elucidate the functional roles of hub genes. Our analysis identified 2774 DEGs in LUSC patient datasets. Survival analysis revealed 511 genes with a significant impact on patient survival. Among these, 20 hub genes-FN1, ACTB, HGF, PDGFRB, PTEN, SNAI1, TGFBR1, ESR1, SERPINE1, THBS1, PDGFRA, VWF, BMP2, LEP, VTN, PXN, ABL1, ITGA3 and ANXA5-were found to have lower expression levels associated with better patient survival, whereas high expression of SOX2 correlated with longer survival. Enrichment analysis indicated that these hub genes are involved in critical cellular and cancer-related pathways. Our study has identified six key hub genes that are differentially expressed and exhibit significant influence over LUSC patient survival outcomes. Further, in vitro and in vivo studies must be conducted on the key genes for their utilisation as therapeutic targets and biomarkers in LUSC.
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  • 文章类型: Journal Article
    目的:20%到30%的非小细胞肺癌(NSCLC)是由肺鳞状细胞癌(LUSC)引起的,特别是在吸烟者中,以前在基因组和基因表达谱方面评估情况的研究有限,这证明了DEL-1、白细胞募集、和促炎细胞因子在LUSC。
    方法:在目前的研究中,我们的目标基因的m-RNA表达模式和突变谱,例如,促炎细胞因子,化学引诱剂分子,和DEL-1基因,511名LUSC患者。为了找到有害的突变,采用PolyPhen-2和SNAP程序。不仅检测到基因表达,而且还探讨了DEL-1和其他靶基因表达水平之间的生存分析和相关性。
    结果:目标基因,例如,DEL-1,TNF,发现IL-18,IL-1,CXCL8,CXCL13和IL-6的总遗传异常携带率为16.4%。发现了7个突变,其中两个突变具有致病性。还观察到遗传异常的深度缺失和基因扩增。根据基因表达分析结果,LUSC患者组的DEL-1和IL-6水平明显低于对照组,而发现CXCL13水平较高。
    结论:当前研究的结果表明,DEL-1在LUSC发病机制中具有重要作用。由于本研究是以计算机为中心的研究,这种方法可以为实验研究提供更多见解。这些事件可能在分子水平上支持取决于DEL-1基因的癌症改善机制之一。
    OBJECTIVE: Twenty to thirty percent of non-small cell lung cancers (NSCLC) are caused by lung squamous cell carcinoma (LUSC), especially in smokers and there has been limited study previously evaluating the situation in terms of the genome and gene expression profile, which demonstrates the relationship among DEL-1, leucocyte recruitment, and pro-inflammatory cytokines in LUSC.
    METHODS: In the current study, the m-RNA expression patterns and mutation profiles of our target genes, such as, pro-inflammatory cytokines, chemoattractant molecules, and DEL-1 genes, in 511 LUSC patients. To find the harmful mutations, the PolyPhen-2 and SNAP programs were employed. Not only gene expression was detected, but also survival analysis and correlation between DEL-1 and other target genes\' expression levels were explored too.
    RESULTS: Target genes such as, DEL-1, TNF, IL-18, IL-1, CXCL8, CXCL13, and IL-6 were found to have a total genetic anomaly carrying rate of 16.4%. Seven mutations were found, and two of those mutations have a pathogenic aspect. Deep deletion and gene amplification of the genetic anomalies were also observed. According to gene expression analysis results in the LUSC patient group; DEL-1 and IL-6 levels were significantly lower than those of the control group, whereas the CXCL13 level was found to be higher.
    CONCLUSIONS: Findings of the current study revealed that, there is a significant role of DEL-1 in LUSC pathogenesis. Since present study is an in silico-centered study, this approach can give more insight on experimental studies. These events may support that one of the cancer improvement mechanisms depending on DEL-1 gene at the molecular level.
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  • 文章类型: Journal Article
    目的:为了确定能够区分小细胞肺癌(SCLC)和非SCLC(NSCLC)的生物标志物,并探讨其与小细胞肺癌放化疗预后的关系。
    方法:GSE40275数据集用于鉴定SCLC中的潜在靶标。本研究队列1中有196例肺癌(LC)患者。在组群1中通过免疫组织化学测定测定组织中的MTHFD1水平。所有接受局部放化疗(CRT)的肺癌患者均纳入队列2,并在队列2中确定MTHFD1水平与CRT治疗结果的相关性。细胞实验用于确定MTHFD1对SCLC和NSCLC细胞的放射敏感性的功能。
    结果:LC组织中的MTHFD1水平升高,并且可以将SCLC与肺鳞癌(LUSC)和肺腺癌(LUAD)区分开。MTHFD1高表型的小细胞肺癌患者经CRT治疗后预后较差,而在LUSC和LUAD组中,MTHFD1水平与预后无显著相关性。细胞实验表明,MTHFD1的过表达增加了体外SCLC和NSCLC中的放射抗性。
    结论:MTHFD1表达可能是SCLC和CRT治疗结果的新型特异性预后生物标志物。
    OBJECTIVE: To identify biomarkers that can discriminated small cell lung cancer (SCLC) from non-SCLC (NSCLC), and explore their association with the prognosis of SCLC under chemoradiotherapy.
    METHODS: The GSE40275 dataset was used to identify potential targets in SCLC. There were 196 patients of lung cancer (LC) in cohort 1 of this study. MTHFD1 levels in tissues were determined by immunohistochemistry assay in cohort 1. Lung cancer patients who were all underwent local chemoradiotherapy (CRT) were included in cohort 2, and the association of MTHFD1 levels with CRT treatment outcome were determined in cohort 2. Cell experiments were used to determine the function of MTHFD1 on the radio-sensitivity of SCLC and NSCLC cells.
    RESULTS: The MTHFD1 levels in LC tissues were increased, and could discriminate SCLC from both lung squamous cell carcinoma (LUSC) and lung adenocarcinoma (LUAD). Small cell lung cancer patients with MTHFD1 high phenotype had a poorer prognosis after CRT treatment, whereas no significant correlation was found between MTHFD1 levels and prognosis in LUSC and LUAD group. Cell experiments demonstrated that overexpression of MTHFD1 increases radio-resistance in both SCLC and NSCLC in vitro.
    CONCLUSIONS: MTHFD1 expressions might be a novel specifically prognostic biomarker for SCLC and the CRT treatment outcome.
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  • 文章类型: Journal Article
    背景:RNA鸟嘌呤-7甲基转移酶(RNMT)的失调在肿瘤进展和免疫反应中起着至关重要的作用。然而,RNMT在泛癌症中的具体作用尚不清楚.
    方法:泛癌症的大量转录组数据来自癌症基因组图谱(TCGA),基因型-组织表达(GTEx),和癌细胞系百科全书(CCLE)数据库。肺鳞状细胞癌(LUSC)的单细胞转录组和蛋白质组学数据在肿瘤免疫单细胞中心2(TISCR2)和临床蛋白质组学肿瘤分析联盟(CPTAC)数据库中进行分析,分别。通过Cox比例风险回归和Kaplan-Meier分析分析RNMT表达与癌症预后之间的相关性。RNMT表达与常见免疫调节剂的相关性,肿瘤突变负荷(TMB),微卫星不稳定性(MSI),失配修复(MMR),分析DNA甲基转移酶(DNMT)。此外,评价RNMT表达与免疫浸润水平的相关性。总共使用1287种机器学习组合来构建LUSC的预后模型。qRT-PCR和Westernblot用于验证RNMT在LUSC中上调的生物信息学发现。
    结果:RNMT在不同的癌症中广泛表达,与肾脏发色团(KICH)等癌症的预后显着相关(p=0.0033,HR=7.12),肝细胞癌(LIHC)(p=0.01,HR=1.41),和其他人。值得注意的是,RNMT参与肿瘤微环境的调节。RNMT表达与免疫细胞表达呈正相关(Spearman'srankcorrelation,p<0.05)。此外,RNMT表达与免疫调节剂密切相关,TMB,MSI,MMR,和DNMT在大多数癌症类型中。值得注意的是,RNMT表达在LUSC中显示出优异的预后和免疫学表现。RNMT的表达主要富集在LUSC组织的B细胞中。qRT-PCR和Westernblot证实RNMT在LUSC中的高表达。
    结论:RNMT的表达与多种肿瘤的预后和免疫浸润密切相关,尤其是LUSC。RNMT检测可能为未来肿瘤免疫研究和治疗策略提供新的思路。
    BACKGROUND: Dysregulation of RNA guanine-7 methyltransferase (RNMT) plays a crucial role in the tumor progression and immune responses. However, the detailed role of RNMT in pan-cancer is still unknown.
    METHODS: Bulk transcriptomic data of pan-cancer were obtained from the Cancer Genome Atlas (TCGA), Genotype-Tissue Expression (GTEx), and Cancer Cell Line Encyclopedia (CCLE) databases. Single-cell transcriptomic and proteomics data of lung squamous cell carcinoma (LUSC) were analyzed in the Tumor Immune Single-cell Hub 2 (TISCH2) and Clinical Proteomic Tumor Analysis Consortium (CPTAC) databases, respectively. The correlation between RNMT expression and cancer prognosis was analyzed by Cox proportional hazards regression and Kaplan-Meier analyses. The correlation of RNMT expression with common immunoregulators, tumor mutation burden (TMB), microsatellite instability (MSI), mismatch repair (MMR), and DNA methyltransferase (DNMT) was analyzed. Additionally, the correlation between RNMT expression and immune infiltration level was evaluated. A total of 1287 machine learning combinations were used to construct prognostic models for LUSC. qRT-PCR and Western blot were used to validate the bioinformatics findings of RNMT upregulation in LUSC.
    RESULTS: RNMT was widely expressed across different cancers, with significant correlation to prognosis in cancers such as kidney chromophobe (KICH) (p = 0.0033, HR = 7.12), liver hepatocellular carcinoma (LIHC) (p = 0.01, HR = 1.41), and others. Notably, RNMT participates in the regulation of the tumor microenvironment. RNMT expression positively correlated with immune cell expression (Spearman\'s rank correlation, p < 0.05). Moreover, RNMT expression was strongly associated with immunoregulators, TMB, MSI, MMR, and DNMT in most cancer types. Notably, RNMT expression displayed excellent prognostic and immunological performance in LUSC. The expression of RNMT was mainly enriched in B cells of LUSC tissues. qRT-PCR and Western blot verified the high expression of RNMT in LUSC.
    CONCLUSIONS: RNMT expression widely correlated with prognosis and immune infiltration in various tumors, especially LUSC. The RNMT detection may provide a new idea for future tumor immune studies and treatment strategies.
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  • 文章类型: Journal Article
    肺鳞状细胞癌(LUSC)是发病率和生存率最高的癌症之一,缺乏有效的治疗策略。因此,促进LUSC早期诊断的生物标志物可显著提高患者生存率.本研究旨在鉴定LUSC的新型生物标志物。
    利用TCGA,GTEx,和CGGA数据库,我们专注于编码具有序列相似性20的家族成员A(FAM20A)的基因。然后,我们用临床样本证实了这些生物信息学预测。一系列分析工具,包括Kaplan-Meier,MethSurv数据库,威尔科克森等级和,Kruskal-Wallis测试,基因集富集分析,和TIMER数据库,用于评估FAM20A在LUSC中的诊断和预后价值。这些工具还有助于评估免疫细胞浸润,免疫检查点基因,DNA修复相关基因,DNA甲基化,和肿瘤相关途径。
    发现FAM20A表达在LUSC中显著降低,与较低的生存率有关。与DNA修复信号通路中的关键蛋白呈负相关,可能导致LUSC的放疗抵抗。此外,FAM20A与CTLA-4等免疫检查点呈正相关,表明对靶向这些检查点的免疫疗法的潜在敏感性提高。
    FAM20A成为LUSC的有希望的诊断和预后生物标志物,提供潜在的临床应用。
    UNASSIGNED: Lung squamous cell carcinoma (LUSC) ranks among the carcinomas with the highest incidence and dismal survival rates, suffering from a lack of effective therapeutic strategies. Consequently, biomarkers facilitating early diagnosis of LUSC could significantly enhance patient survival. This study aims to identify novel biomarkers for LUSC.
    UNASSIGNED: Utilizing the TCGA, GTEx, and CGGA databases, we focused on the gene encoding Family with Sequence Similarity 20, Member A (FAM20A) across various cancers. We then corroborated these bioinformatic predictions with clinical samples. A range of analytical tools, including Kaplan-Meier, MethSurv database, Wilcoxon rank-sum, Kruskal-Wallis tests, Gene Set Enrichment Analysis, and TIMER database, were employed to assess the diagnostic and prognostic value of FAM20A in LUSC. These tools also helped evaluate immune cell infiltration, immune checkpoint genes, DNA repair-related genes, DNA methylation, and tumor-related pathways.
    UNASSIGNED: FAM20A expression was found to be significantly reduced in LUSC, correlating with lower survival rates. It exhibited a negative correlation with key proteins in DNA repair signaling pathways, potentially contributing to LUSC\'s radiotherapy resistance. Additionally, FAM20A showed a positive correlation with immune checkpoints like CTLA-4, indicating potential heightened sensitivity to immunotherapies targeting these checkpoints.
    UNASSIGNED: FAM20A emerges as a promising diagnostic and prognostic biomarker for LUSC, offering potential clinical applications.
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  • 文章类型: Journal Article
    慢性阻塞性肺疾病(COPD)通常与肺鳞状细胞癌(LUSC)有关,具有相同的病因(吸烟,炎症,氧化应激,微环境变化,和遗传学)。吸烟,炎症,和气道重塑是LUSC患者COPD合并症的最重要和最经典的机制。癌症可在反复气道损伤和修复(气道重塑)期间发生。炎症和免疫微环境的变化,这会导致一些细胞的恶性转化,目前在LUSC和COPD患者中都有发现。我们从基因表达综合数据库获得GSE76925数据集。使用LASSO回归模型和随机森林分类器进行可能的COPD生物标志物的筛选。使用CIBERSORT确定COPD患者免疫细胞组分的组成模式。使用验证数据集(GSE47460、GSE106986和GSE1650)分析HTR2B表达。通过实时定量PCR测定COPD细胞模型中的HTR2B表达。在敲低或过表达HTR2B后测定上皮-间质转化(EMT)标志物表达水平。使用Kaplan-Meier绘图仪数据库分析了LUSC中的HTR2B功能和机制。抑制HTR2B表达以检测LUSC细胞增殖的变化。在GSE76925数据集中总共鉴定出1082个差异表达基因(DEGs)(371个基因被显著上调,和711个基因显著下调)。京都基因百科全书和基因组途径富集分析表明,DEGs主要富集在p53信号和β-丙氨酸代谢途径中。基因本体富集分析表明,DEGs与RNA聚合酶I启动子的转录起始和单核细胞增殖的调节在很大程度上相关。LASSO回归模型和随机森林分类器结果显示,HTR2B、DPYS,弗瑞,CD19是COPD的关键基因。免疫细胞浸润分析表明,这些基因与免疫细胞密切相关。验证集的分析表明,COPD患者的HTR2B上调。HTR2B在COPD细胞模型中显著上调,其上调与EMT标记表达增加有关。与支气管上皮细胞相比,HTR2B在LUSC细胞中表达上调,抑制HTR2B的表达导致LUSC细胞增殖的抑制。在结论中,HTR2B可能是COPD合并LUSC患者新的生物标志物和治疗靶点。
    Chronic obstructive pulmonary disease (COPD) is often associated with lung squamous cell carcinoma (LUSC), which has the same etiology (smoking, inflammation, oxidative stress, microenvironmental changes, and genetics). Smoking, inflammation, and airway remodeling are the most important and classical mechanisms of COPD comorbidity in LUSC patients. Cancer can occur during repeated airway damage and repair (airway remodeling). Changes in the inflammatory and immune microenvironments, which can cause malignant transformation of some cells, are currently being revealed in both LUSC and COPD patients. We obtained the GSE76925 dataset from the Gene Expression Omnibus database. Screening for possible COPD biomarkers was performed using the LASSO regression model and a random forest classifier. The compositional patterns of the immune cell fraction in COPD patients were determined using CIBERSORT. HTR2B expression was analyzed using validation datasets (GSE47460, GSE106986, and GSE1650). HTR2B expression in COPD cell models was determined via real-time quantitative PCR. Epithelial-mesenchymal transition (EMT) marker expression levels were determined after knocking down or overexpressing HTR2B. HTR2B function and mechanism in LUSC were analyzed with the Kaplan‒Meier plotter database. HTR2B expression was inhibited to detect changes in LUSC cell proliferation. A total of 1082 differentially expressed genes (DEGs) were identified in the GSE76925 dataset (371 genes were significantly upregulated, and 711 genes were significantly downregulated). Kyoto Encyclopedia of Genes and Genomes pathway enrichment analysis indicated that the DEGs were mainly enriched in the p53 signaling and β-alanine metabolism pathways. Gene Ontology enrichment analysis indicated that the DEGs were largely related to transcription initiation from the RNA polymerase I promoter and to the regulation of mononuclear cell proliferation. The LASSO regression model and random forest classifier results revealed that HTR2B, DPYS, FRY, and CD19 were key COPD genes. Immune cell infiltration analysis indicated that these genes were closely associated with immune cells. Analysis of the validation sets suggested that HTR2B was upregulated in COPD patients. HTR2B was significantly upregulated in COPD cell models, and its upregulation was associated with increased EMT marker expression. Compared with that in bronchial epithelial cells, HTR2B expression was upregulated in LUSC cells, and inhibiting HTR2B expression led to the inhibition of LUSC cell proliferation. In conclusions, HTR2B might be a new biomarker and therapeutic target in COPD patients with LUSC.
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  • 文章类型: Journal Article
    尽管p21激活的激酶2(PAK2)是一种必需的丝氨酸/苏氨酸蛋白激酶,其在肺鳞状细胞癌(LUSC)进展中的作用尚未完全了解。我们通过定量实时PCR和免疫组织化学染色分析了PAK2mRNA水平和DNA拷贝数以及蛋白质水平,分别,在人类LUSC组织和邻近的正常组织中。然后,我们用集落形成试验,细胞计数试剂盒-8测定,基质胶侵入试验,裸鼠伤口愈合试验和异种移植模型研究PAK2在LUSC进展中的功能。我们证明了mRNA水平,DNA拷贝数,人LUSC组织中PAK2的蛋白水平高于邻近的正常组织。此外,在LUSC患者中,较高的PAK2表达与较差的预后相关.在体外研究中,我们发现PAK2促进细胞生长,迁移,入侵,EMT流程,和LUSC细胞的细胞形态调控。此外,PAK2增强肿瘤细胞增殖,迁移,通过LIMK1/cofilin信号调节肌动蛋白动力学和入侵。我们的发现提示PAK2/LIMK1/cofilin信号通路可能是LUSC的潜在临床标志物和治疗靶点。
    Although the p21-activated kinase 2 (PAK2) is an essential serine/threonine protein kinase, its role in lung squamous cell carcinoma (LUSC) progression has yet to be fully understood. We analyzed PAK2 mRNA levels and DNA copy numbers as well as protein levels by quantitative real-time PCR and immunohistochemical staining, respectively, in human LUSC tissues and adjacent normal tissues. Then, we used colony formation assays, cell counting kit-8 assays, matrigel invasion assays, wound healing assays and xenograft models in nude mice to investigate the functions of PAK2 in LUSC progression. We demonstrated that the mRNA levels, DNA copy numbers, and protein levels of PAK2 were up-regulated in human LUSC tissues than in adjacent normal tissues. In addition, a higher PAK2 expression was correlated with a poorer prognosis in LUSC patients. In the in vitro study, we found that PAK2 promoted cell growth, migration, invasion, EMT process, and cell morphology regulation in LUSC cells. Furthermore, PAK2 enhanced tumor cell proliferation, migration, and invasion by regulating actin dynamics through the LIMK1/cofilin signaling. Our findings implicated that the PAK2/LIMK1/cofilin signaling pathway is likely a potential clinical marker and therapeutic target for LUSC.
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  • 文章类型: Journal Article
    胸腺细胞抗原1(THY1)已被证明在许多疾病中起关键作用。然而,我们不完全了解它的功能机制,尤其是肺鳞状细胞癌(LUSC)。这里,我们旨在使用生物信息学技术进行综合分析,以探讨THY1在LUSC中的表达和预后价值。一些在线公共数据库(例如,ONCOMINE,PrognoScan,TIMER,卡普兰-迈耶绘图仪,STRING,LinkedOmics,和GEPIA)用于探索表达,预后意义,和THY1潜在的分子机制。分析表明,在许多恶性肿瘤中,THY1表达显著上调,且与预后不良密切相关。包括LUSC.进一步分析显示,THY1的过表达与临床病理参数显着相关(例如,个体癌症阶段,年龄,吸烟习惯,淋巴结转移状态,和TP53突变状态)在LUSC中。在癌症基因组图谱计划(TCGA)中,THY1的CpG岛甲基化与THY1mRNA表达呈负相关。对THY1相关基因的进一步富集分析表明,它们主要与细胞外基质(ECM)的形成有关,并参与了上皮间质转化(EMT)途径。此外,差异表达的THY1与LUSC的免疫细胞浸润和不良预后显着相关。总之,生物信息学分析表明,THY1在LUSC中显著过表达,与不良预后密切相关,它可能在未来用作LUSC的有希望的诊断和治疗生物标志物。
    Thymus cell antigen 1 (THY1) has been proven to play pivotal roles in many diseases. However, we do not fully understand its functional mechanism, especially in lung squamous cell carcinoma (LUSC). Here, we aimed to perform a comprehensive analysis to explore the expression and prognostic values of THY1 in LUSC using bioinformatic technology. Some online public databases (e.g., ONCOMINE, PrognoScan, TIMER, Kaplan-Meier plotter, STRING, LinkedOmics, and GEPIA) were used to explore the expression, prognostic significance, and potential molecular mechanism of THY1. The analysis indicated that THY1 was significantly up-regulated and closely correlated with poor prognosis in many malignant tumors, including LUSC. Further analysis revealed that over-expression of THY1 was significantly correlated with clinicopathological parameters (e.g., individual cancer stage, age, smoking habits, nodal metastasis status, and TP53 mutation status) in LUSC. The CpG islands methylation of THY1 was negatively correlated with THY1 mRNA expression in The Cancer Genome Atlas Program (TCGA). Further enrichment analysis of THY1 correlated genes revealed that they were mainly correlated with the formation of extracellular matrix (ECM), and got involved in the pathway of epithelial mesenchymal transition (EMT). Furthermore, differentially expressed THY1 was significantly correlated with immune cell infiltrations and poor prognosis in LUSC. In summary, bioinformatic analysis demonstrated that THY1 was significantly over-expressed and closely correlated with unfavorable prognosis in LUSC, which may apply as a promising diagnostic and therapeutic biomarker for LUSC in the future.
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  • 文章类型: Journal Article
    肺鳞状细胞癌(LUSC)每年杀死超过400万人。为LUSC早期检测创造更值得信赖的肿瘤分子标志物,诊断,预后,定制治疗是必不可少的。角化,一种新的细胞死亡形式,为寻找值得信赖的肿瘤指标开辟了新的研究领域。我们的目标是建立一个风险模型来评估药物敏感性,监测免疫功能,并预测LUSC患者的预后。在文献中发现了19个与角化相关的基因,使用癌症基因组图谱(TCGA)数据库收集患者基因组和临床信息.LUSC患者使用无监督聚类技术进行分组,并鉴定了7626个差异表达基因。使用单变量COX分析,LASSO回归分析,和多变量COX分析,建立了LUSC患者的预后模型.使用肿瘤免疫功能障碍和排除(TIDE)方法评估肿瘤免疫逃逸。R包\'pRRophetic,\'\'ggpubr,\'和\'ggplot2\'用于检查药物敏感性。对于建模,发现了一个基于6-cupprotables的基因签名.高风险LUSC患者的生存率明显低于低风险患者。由于更多的免疫细胞失活,风险评分较高的患者肿瘤免疫逃逸的可能性增加。对于高风险的LUSC患者,我们发现了七种有效的潜在药物(AZD6482,CHIR.99021,CMK,恩贝林,FTI.277,伊马替尼,和帕唑帕尼)。总之,基于角化的基因预测风险模型可用于预测结果,跟踪免疫功能,并评估LUSC患者的药物敏感性。
    Lung squamous cell carcinoma (LUSC) kills more than four million people yearly. Creating more trustworthy tumor molecular markers for LUSC early detection, diagnosis, prognosis, and customized treatment is essential. Cuproptosis, a novel form of cell death, opened up a new field of study for searching for trustworthy tumor indicators. Our goal was to build a risk model to assess drug sensitivity, monitor immune function, and predict prognosis in LUSC patients. The 19 cuproptosis-related genes were found in the literature, and patient genomic and clinical information was collected using the Cancer Genomic Atlas (TCGA) database. The LUSC patients were grouped using unsupervised clustering techniques, and 7626 differentially expressed genes were identified. Using univariate COX analysis, LASSO regression analysis, and multivariate COX analysis, a prognostic model for LUSC patients was developed. The tumor immune escape was evaluated using the Tumor Immune Dysfunction and Exclusion (TIDE) method. The R packages \'pRRophetic,\' \'ggpubr,\' and \'ggplot2\' were utilized to examine drug sensitivity. For modeling, a 6-cuproptosis-based gene signature was found. Patients with high-risk LUSC had significantly worse survival rates than those with low-risk conditions. The possibility of tumor immunological escape was increased in patients with higher risk scores due to more immune cell inactivation. For patients with high-risk LUSC, we discovered seven potent potential drugs (AZD6482, CHIR.99021, CMK, Embelin, FTI.277, Imatinib, and Pazopanib). In conclusion, the cuproptosis-based genes predictive risk model can be utilized to predict outcomes, track immune function, and evaluate medication sensitivity in LUSC patients.
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    背景:肺鳞状细胞癌(LUSC)与高死亡率相关,治疗方案有限。纤溶酶原激活剂尿激酶(PLAU)在肿瘤细胞恶性肿瘤中起重要作用。然而,PLAU在LUSC进展中的致癌作用尚不清楚.GATA结合因子6(GATA6),肺发育的关键调节因子,抑制LUSC细胞增殖和迁移,但潜在的监管机制仍有待进一步探索。此外,GATA6对PLAU表达的调节作用尚未见报道。本研究的目的是确定PLAU的作用以及GATA6对LUSC中PLAU表达的转录抑制机制。
    方法:为了鉴定GATA6调控的潜在靶基因,对从GEO数据集分析和RNA-seq实验获得的差异表达基因(DEGs)进行了Venn分析和相关热图分析。实时荧光定量PCR检测GATA6对PLAU表达的转录调控作用,免疫印迹,和双荧光素酶报告基因测定。通过EdU掺入评估PLAU对LUSC细胞增殖和迁移的致癌作用,Matrigel3D培养和Transwell测定。通过免疫组织化学(IHC)测定在LUSC的组织微阵列中检测PLAU表达。确定LUSC患者预后的预后因素,临床病理特征和PLAU表达进行单因素Cox回归分析.
    结果:PLAU过表达促进LUSC细胞增殖和迁移。与正常组织相比,PLAU在LUSC组织中过表达。始终如一,高PLAU表达,作为一个独立的风险因素,与LUSC患者的不良预后相关。此外,PLAU的表达受GATA6转录调控。
    结论:在这项工作中,发现PLAU是LUSC的新癌基因,并揭示了GATA6在LUSC中的新分子调控机制。靶向GATA6/PLAU途径可能有助于开发LUSC的新型治疗性治疗策略。
    BACKGROUND: Lung squamous cell carcinoma (LUSC) is associated with high mortality and has limited therapeutic treatment options. Plasminogen activator urokinase (PLAU) plays important roles in tumor cell malignancy. However, the oncogenic role of PLAU in the progression of LUSC remains unknown. GATA-binding factor 6 (GATA6), a key regulator of lung development, inhibits LUSC cell proliferation and migration, but the underlying regulatory mechanism remains to be further explored. Moreover, the regulatory effect of GATA6 on PLAU expression has not been reported. The aim of this study was to identify the role of PLAU and the transcriptional inhibition mechanism of GATA6 on PLAU expression in LUSC.
    METHODS: To identify the potential target genes regulated by GATA6, differentially expressed genes (DEGs) obtained from GEO datasets analysis and RNA-seq experiment were subjected to Venn analysis and correlation heatmap analysis. The transcriptional regulatory effects of GATA6 on PLAU expression were detected by real-time PCR, immunoblotting, and dual-luciferase reporter assays. The oncogenic effects of PLAU on LUSC cell proliferation and migration were evaluated by EdU incorporation, Matrigel 3D culture and Transwell assays. PLAU expression was detected in tissue microarray of LUSC via immunohistochemistry (IHC) assay. To determine prognostic factors for prognosis of LUSC patients, the clinicopathological characteristics and PLAU expression were subjected to univariate Cox regression analysis.
    RESULTS: PLAU overexpression promoted LUSC cell proliferation and migration. PLAU is overexpressed in LUSC tissues compared with normal tissues. Consistently, high PLAU expression, which acts as an independent risk factor, is associated with poor prognosis of LUSC patients. Furthermore, the expression of PLAU is transcriptionally regulated by GATA6.
    CONCLUSIONS: In this work, it was revealed that PLAU is a novel oncogene for LUSC and a new molecular regulatory mechanism of GATA6 in LUSC was unveiled. Targeting the GATA6/PLAU pathway might help in the development of novel therapeutic treatment strategies for LUSC.
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