Comprehensive analysis

综合分析
  • 文章类型: Journal Article
    致病性大肠杆菌(大肠杆菌大肠杆菌)菌株的特点是不同的毒力因子,导致广泛的疾病。这些病原体通过毒力因子的水平转移进化,导致具有复杂和异质特征的杂种致病型的出现。认识到它们对公共卫生的深远影响,这项研究介绍了PIP-eco管道,一个全面的分析工具,旨在精确鉴定和表征大肠杆菌的致病型。这种PIP生态管道通过促进对单一和杂种病理类型的详细分析而超越了传统的分子技术。它整合了靶向标记基因分析,基于毒力因子的系统发育分析,和致病性岛(PAIs)分析,以阐明大肠杆菌致病型的遗传多样性并支持其准确分类。这种综合方法使PIP-eco能够发现各种大肠杆菌病理类型之间的联系,强调共同的毒力因子,并提供对它们进化轨迹的见解。通过利用实验验证的标记基因,管道确保了对病理类型的可靠识别,特别是那些杂种致病型。此外,PAI分析提供全面的遗传调查,揭示菌株特异性变异和潜在的毒力机制。因此,PIP-eco管道作为一个有用的工具,用于解剖大肠杆菌的进化动力学和表征复杂的病理类型,解决了准确检测和理解混合致病型的关键需求。
    Pathogenic Escherichia coli (E. coli) strains are distinguished by their diverse virulence factors, which contribute to a wide spectrum of diseases. These pathogens evolve through the horizontal transfer of virulence factors, resulting in the emergence of hybrid pathotypes with complex and heterogeneous characteristics. Recognizing their profound impact on public health, this study introduces the PIP-eco pipeline, a comprehensive analytical tool designed for the precise identification and characterization of E. coli pathotypes. This PIP-eco pipeline advances beyond traditional molecular techniques by facilitating detailed analysis of both single and hybrid pathotypes. It integrates targeted marker gene analysis, virulence factor-based phylogenetic analysis, and pathogenicity islands (PAIs) profiling to elucidate the genetic diversity of E. coli pathotypes and support their accurate classification. This integrative approach enables PIP-eco to uncover connections among various E. coli pathotypes, highlight shared virulence factors, and provide insights into their evolutionary trajectories. By utilizing experimentally validated marker genes, the pipeline ensures robust identification of pathotypes, particularly those of hybrid pathotypes. Additionally, PAI analysis offers comprehensive genetic investigations, revealing strain-specific variations and potential virulence mechanisms. As a result, the PIP-eco pipeline emerges as a useful tool for dissecting the evolutionary dynamics of E. coli and characterizing complex pathotypes, addressing the critical need for accurate detection and understanding of hybrid pathotypes.
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  • 文章类型: Journal Article
    口腔鳞状细胞癌(OSCC),口腔癌最常见的形式,由于其高复发率和低生存率,给医学界带来了重大挑战。线粒体损伤相关基因(MDGs)的发生与发生密切相关,转移,以及OSCC的进展。因此,我们构建了基于MDG的OSCC预后模型,并确定了潜在的线粒体损伤相关生物标志物.从癌症基因组图谱(TCGA)数据库获得基因表达谱和相关临床信息。进行了差异分析,以确定与OSCC相关的千年发展目标。采用COX分析筛选7个与预后相关的MDG,建立OSCC的预后预测模型。根据最佳风险评分阈值将病例分为低风险或高风险组。Kaplan-Meier(KM)分析显示生存差异有统计学意义(P<0.05)。此外,患者1年生存率的ROC曲线下面积(AUC),3年,和5年分别为0.687、0.704和0.70,表明预后模型的长期预测准确性很高。为了提高预测准确性,年龄,性别,风险评分,将TN分期纳入列线图中,并使用校准曲线进行验证。基于MDG的风险评分被确定为潜在的独立预后生物标志物。此外,BID和SLC25A20被鉴定为两个潜在的独立线粒体损伤相关预后生物标志物,为OSCC提供新的治疗靶点。
    Oral squamous cell carcinoma (OSCC), the most prevalent form of oral cancer, poses significant challenges to the medical community due to its high recurrence rate and low survival rate. Mitochondrial Damage-Related Genes (MDGs) have been closely associated with the occurrence, metastasis, and progression of OSCC. Consequently, we constructed a prognostic model for OSCC based on MDGs and identified potential mitochondrial damage-related biomarkers. Gene expression profiles and relevant clinical information were obtained from The Cancer Genome Atlas (TCGA) database. Differential analysis was conducted to identify MDGs associated with OSCC. COX analysis was employed to screen seven prognosis-related MDGs and build a prognostic prediction model for OSCC. Cases were categorized into low-risk or high-risk groups based on the optimal risk score threshold. Kaplan-Meier (KM) analysis revealed significant survival differences (P < 0.05). Additionally, the area under the ROC curve (AUC) for patient survival at 1 year, 3 years, and 5 years were 0.687, 0.704, and 0.70, respectively, indicating a high long-term predictive accuracy of the prognostic model. To enhance predictive accuracy, age, gender, risk score, and TN staging were incorporated into a nomogram and verified using calibration curves. Risk scoring based on MDGs was identified as a potential independent prognostic biomarker. Furthermore, BID and SLC25A20 were identified as two potential independent mitochondrial damage-related prognostic biomarkers, offering new therapeutic targets for OSCC.
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  • 文章类型: Journal Article
    背景:RAS,BRAF,和错配修复(MMR)/微卫星不稳定性(MSI)是结直肠癌(CRC)临床实践指南推荐的关键生物标志物。然而,中国患者的特征和影响因素尚未得到全面描述。
    目的:分析KRAS的临床病理特征,NRAS,BRAF,和PIK3CA突变和CRC中的DNAMMR状态。
    方法:我们在中日友好医院招募了2271例中国CRC患者。MMR蛋白使用免疫组织化学分析进行测试,使用定量聚合酶链反应确定KRAS/NRAS/BRAF/PIK3CA突变。使用MSI检测试剂盒确定微卫星状态。采用SPSS软件和logistic回归进行统计分析。
    结果:KRAS,NRAS,BRAF,检测到PIK3CA突变占44.6%,3.4%,3.7%,3.9%的CRC患者,分别。KRAS突变更可能发生在中高分化患者中。BRAF突变更可能发生在右侧CRC患者中,分化差,或者没有神经周侵犯。在所有患者中的7.9%和粘液性腺癌患者中的16.8%中检测到缺陷MMR(dMMR)。KRAS,NRAS,BRAF,和PIK3CA突变检测29.6%,1.1%,8.1%,22.3%的dMMR患者,分别。dMMR更可能发生在有CRC家族史的患者中,年龄<50岁,右侧CRC,低分化组织学,无神经周侵犯,原位癌,阶段I,或II期肿瘤。
    结论:这项研究分析了KRAS的分子谱,NRAS,BRAF,PIK3CA,和CRC中的MMR/MSI,确定关键影响因素,对CRC临床管理的影响。
    BACKGROUND: RAS, BRAF, and mismatch repair (MMR)/microsatellite instability (MSI) are crucial biomarkers recommended by clinical practice guidelines for colorectal cancer (CRC). However, their characteristics and influencing factors in Chinese patients have not been thoroughly described.
    OBJECTIVE: To analyze the clinicopathological features of KRAS, NRAS, BRAF, and PIK3CA mutations and the DNA MMR status in CRC.
    METHODS: We enrolled 2271 Chinese CRC patients at the China-Japan Friendship Hospital. MMR proteins were tested using immunohistochemical analysis, and the KRAS/NRAS/BRAF/PIK3CA mutations were determined using quantitative polymerase chain reaction. Microsatellite status was determined using an MSI detection kit. Statistical analyses were conducted using SPSS software and logistic regression.
    RESULTS: The KRAS, NRAS, BRAF, and PIK3CA mutations were detected in 44.6%, 3.4%, 3.7%, and 3.9% of CRC patients, respectively. KRAS mutations were more likely to occur in patients with moderate-to-high differentiation. BRAF mutations were more likely to occur in patients with right-sided CRC, poorly differentiated, or no perineural invasion. Deficient MMR (dMMR) was detected in 7.9% of all patients and 16.8% of those with mucinous adenocarcinomas. KRAS, NRAS, BRAF, and PIK3CA mutations were detected in 29.6%, 1.1%, 8.1%, and 22.3% of patients with dMMR, respectively. The dMMR was more likely to occur in patients with a family history of CRC, aged < 50 years, right-sided CRC, poorly differentiated histology, no perineural invasion, and with carcinoma in situ, stage I, or stage II tumors.
    CONCLUSIONS: This study analyzed the molecular profiles of KRAS, NRAS, BRAF, PIK3CA, and MMR/MSI in CRC, identifying key influencing factors, with implications for clinical management of CRC.
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  • 文章类型: Journal Article
    心力衰竭的病因和病理生理学尚不清楚。越来越多的证据表明microRNAs(miRNAs)和转录因子(TFs)的异常表达可能与心力衰竭的发生发展有关。因此,本研究旨在探索关键miRNA,TFs,以及心力衰竭的相关基因,以更好地了解心力衰竭的发病机制。从GEO数据库(GSE59867,GSE9128和GSE134766)搜索并下载与心力衰竭相关的mRNA芯片数据集,我们使用R语言软件分析了两种芯片上的差异基因并筛选了常见的差异表达基因。miRNAs之间的二元相互作用和电路,TFs,并通过Pearson相关系数确定相应基因。miRNA的调控网络,TFs,并基于生物信息学构建了目标基因。通过比较有和没有心力衰竭的患者的序列,鉴定了五个具有高甲基化mRNA的下调基因和三个具有低甲基化mRNA的上调基因。miRNA-TF基因调控网络由26个miRNAs组成,22个TFs和6个基因。GO和KEGG分析结果表明,BP术语如细胞对有机物的反应,细胞对细胞因子刺激的反应,和KEGG途径如破骨细胞分化,MAPK信号通路,军团病丰富了DEG。TMEM87A,PPP2R2A,DUSP1和miR-92a作为心力衰竭的生物标志物具有巨大潜力。mRNA表达谱和microRNA-转录因子-基因的整合分析揭示了心力衰竭的调控网络,这可能为其替代疗法提供线索。
    The etiology and pathophysiology of heart failure are still unknown. Increasing evidence suggests that abnormal microRNAs (miRNAs) and transcription factors (TFs) expression may be associated with the development of heart failure. Therefore, this study aims to explore key miRNAs, TFs, and related genes in heart failure to gain a greater understanding of the pathogenesis of heart failure. To search and download the dataset of mRNA chips related to heart failure from the GEO database (GSE59867, GSE9128, and GSE134766), we analyzed differential genes and screened the common differentially expressed genes on two chips using R language software. The binary interactions and circuits among miRNAs, TFs, and corresponding genes were determined by Pearson correlation coefficient. A regulatory network of miRNAs, TFs, and target genes was constructed based on bioinformatics. By comparing the sequences of patients with and without heart failure, five downregulated genes with hypermethylated mRNA and three upregulated genes with hypomethylated mRNA were identified. The miRNA-TF gene regulatory network consisted of 26 miRNAs, 22 TFs and six genes. GO and KEGG analysis results revealed that BP terms like cellular response to organic substance, cellular response to cytokine stimulus, and KEGG pathways like osteoclast differentiation, MAPK signaling pathway, and legionellosis were enriched of the DEGs. TMEM87A, PPP2R2A, DUSP1, and miR-92a have great potential as biomarkers for heart failure. The integrated analysis of the mRNA expression spectrum and microRNA-transcription factor-gene revealed the regulatory network of heart failure, which may provide clues to its alternative treatment.
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  • 文章类型: Journal Article
    这项研究的重点是拓扑异构酶(TOPs)在肉瘤(SARCs)中的作用,通过mRNA表达突出TOPs对肉瘤预后的影响,基因突变,免疫浸润,和DNA甲基化分析使用转录酶测序和其他技术。结果表明,TOP基因突变与炎症增加有关,免疫细胞浸润,DNA修复异常,和线粒体融合基因的改变,所有这些都会对肉瘤预后产生负面影响。异常TOP表达可能独立影响肉瘤患者的生存。尖端的基因组工具,如Oncomine,基因表达谱交互式分析(GEPIA),和cBio癌症基因组学门户(cBioPortal)用于探索软组织肉瘤(STS)中的TOP基因家族(TOP1/1MT/2A/2B/3A/3B)。这项深入分析揭示了STS患者中各种SARC亚型的TOPmRNA的显着上调,法国国家联合会癌症中心分类(FNCLCC)等级,以及与较差临床结局相关的特定分子谱。此外,这项研究确定了不同的免疫细胞浸润模式,基因突变,和与TOP基因相关的体细胞拷贝数变异反过来影响患者生存率。这些发现强调了STS中TOP基因套件的诊断和治疗相关性。
    This study focuses on the role of topoisomerases (TOPs) in sarcomas (SARCs), highlighting TOPs\' influence on sarcoma prognosis through mRNA expression, genetic mutations, immune infiltration, and DNA methylation analysis using transcriptase sequencing and other techniques. The findings indicate that TOP gene mutations correlate with increased inflammation, immune cell infiltration, DNA repair abnormalities, and mitochondrial fusion genes alterations, all of which negatively affect sarcoma prognosis. Abnormal TOP expression may independently affect sarcoma patients\' survival. Cutting-edge genomic tools such as Oncomine, gene expression profiling interactive analysis (GEPIA), and cBio Cancer Genomics Portal (cBioPortal) are utilized to explore the TOP gene family (TOP1/1MT/2A/2B/3A/3B) in soft-tissue sarcomas (STSs). This in-depth analysis reveals a notable upregulation of TOP mRNA in STS patients arcoss various SARC subtypes, French Federation Nationale des Centres de Lutte Contre le Cancer classification (FNCLCC) grades, and specific molecular profiles correlating with poorer clinical outcomes. Furthermore, this investigation identifies distinct patterns of immune cell infiltration, genetic mutations, and somatic copy number variations linked to TOP genes that inversely affect patient survival rates. These findings underscore the diagnostic and therapeutic relevance of the TOP gene suite in STSs.
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  • 文章类型: Journal Article
    最近,健康危害,比如肾损伤,据报道,由于摄入了保健食品,所谓的“具有功能性声明的食品(FFC)”,含有beni-koji(红曲米)。尽管在FFC中不是预期的化合物,还报道了检测到的青春酸。进一步调查这些保健食品,如其他非预期的化合物的识别和澄清对健康的影响,是必需的。为了澄清这些健康问题的原因,我们使用全面的仪器分析研究了含beni-koji的FFC中意外化合物的存在。使用差异分析,在有和无不良事件报告的样本中,新化合物1和2被检测为意外成分.尽管仅限于本研究中可用于分析的样本,化合物1和2在所有的样品中都被检测到,这些样品中也含有被腐酸。化合物1和2,分子式分别为C23H34O7和C28H42O8,可能是洛伐他汀衍生物。使用NMR分析证实了它们的结构,并且是新的天然化合物。对于最终确认,我们正在从洛伐他汀合成化合物1和2。目前正在研究这些化合物的污染途径。这项研究的结果可用于解决与保健食品相关的日益增长的健康危害。
    Recently, health hazards, such as kidney damage, have been reported owing to the ingestion of a health food product, so-called \"foods with functional claims (FFC)\'\', containing beni-koji (red yeast rice). Although not an expected compound in the FFC, the detection of puberulic acid has also been reported. Further investigations of these health food products, such as the identification of other unintended compounds and clarifying the health impacts of puberulic acid, are required. To clarify the causes of these health issues, we investigated the presence of unintended compounds in the FFC containing beni-koji using comprehensive instrumental analyses. Using differential analysis, novel compounds 1 and 2 were detected as unexpected components between the samples with and without adverse event reports. Although limited to the samples available for analyses in this study, both compounds 1 and 2 were detected in all the samples that also contained puberulic acid. Compounds 1 and 2, with molecular formulas of C23H34O7 and C28H42O8, respectively, may be lovastatin derivatives. Their structures were confirmed using NMR analyses and are novel natural compounds. For definitive confirmation, we are in the process of synthesizing compounds 1 and 2 from lovastatin. The route of contamination of these compounds are currently under investigation. The findings of this study could be used to address the growing health hazards associated with health food products.
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  • 文章类型: Journal Article
    罕见疾病包括影响一小部分人口的不同类型的遗传疾病。由于它们的遗传异质性和复杂性,鉴定这些病症的潜在遗传原因提出了重大挑战。传统的短序列测序(SRS)技术已广泛应用于罕见疾病的诊断和研究。由于短读长度的性质而具有局限性。近年来,长读取测序(LRS)技术已成为克服这些限制的有价值的工具.这篇小型综述简要概述了LRS在罕见疾病研究和诊断中的应用,包括识别引起疾病的串联重复扩增,结构变化,并综合分析LRS的致病变异。
    Rare diseases encompass a diverse group of genetic disorders that affect a small proportion of the population. Identifying the underlying genetic causes of these conditions presents significant challenges due to their genetic heterogeneity and complexity. Conventional short-read sequencing (SRS) techniques have been widely used in diagnosing and investigating of rare diseases, with limitations due to the nature of short-read lengths. In recent years, long read sequencing (LRS) technologies have emerged as a valuable tool in overcoming these limitations. This minireview provides a concise overview of the applications of LRS in rare disease research and diagnosis, including the identification of disease-causing tandem repeat expansions, structural variations, and comprehensive analysis of pathogenic variants with LRS.
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  • 文章类型: Journal Article
    神经性疼痛(NP)是一种常见的使人衰弱的慢性疼痛状况,有效的治疗方法有限。因此,进一步研究NP的潜在机制对于发现更有希望的治疗靶标非常重要。在目前的研究中,我们采用高通量RNA测序来探索慢性缩窄损伤(CCI)后背根神经节(DRG)mRNA和microRNA的转录组特征,并整合已发表的数据集以进行综合分析.首先,我们建立了行为测试证实的CCI大鼠模型,并在术后11天挖掘CCI大鼠同侧腰椎4-6DRG中的467个差异表达mRNA(DEGs)和16个差异表达microRNAs(DEmiRNAs)。337个上调的DEGs的功能富集分析表明,大多数DEGs富集在炎症和免疫相关的生物过程和信号通路中。构建蛋白质-蛋白质相互作用网络并筛选hubDEGs。除了集线器DEG,我们还通过将我们的数据集与数据集GSE100122相交,确定了113个重叠的DEG。随后,我们使用DEmiRNA和一组给定的关键DEG(包括hub和重叠的DEG)预测了潜在的miRNA-mRNA调控对.通过综合分析,我们发现不同时间点和不同神经损伤类型的CCI后通常差异表达的mRNA和miRNA。突出的mRNA包括Atf3,Vip,Gal,Npy,Adcyap1,Reg3b,Jun,Cd74,Gadd45a,Tgm1,Csrp3,Sprr1a,Serpina3n,Gap43,Serpinb2和Vtcn1,而miRNA包括miR-21-5p,miR-34a-5p,miR-200a-3p,miR-130a-5p,miR-216b-5p,miR-217-5p,和miR-541-5p。此外,15度,包括巨噬细胞特异性(Cx3cr1,Arg1,Cd68,Csf1r)和与巨噬细胞参与NP相关的(Ccl2,Fcgr3a,Bdnf,Ctss,Tyrobp)通过qRT-PCR验证。通过未来研究中的功能实验,在这些mRNAs和miRNAs中可以鉴定出用于NP治疗的有希望的治疗靶标。
    Neuropathic pain (NP) is a common debilitating chronic pain condition with limited effective therapeutics. Further investigating mechanisms underlying NP is therefore of great importance for discovering more promising therapeutic targets. In the current study, we employed high-throughput RNA sequencing to explore transcriptome profiles of mRNAs and microRNAs in the dorsal root ganglia (DRG) following chronic constriction injury (CCI) and also integrated published datasets for comprehensive analysis. First, we established CCI rat model confirmed by behavioral testings, and excavated 467 differentially expressed mRNAs (DEGs) and 16 differentially expressed microRNAs (DEmiRNAs) in the ipsilateral lumbar 4-6 DRG of CCI rats 11 days after surgery. Functional enrichment analysis of 337 upregulated DEGs showed that most of the DEGs were enriched in inflammation- and immune-associated biological processes and signaling pathways. The protein-protein interaction networks were constructed and hub DEGs were screened. Besides hub DEGs, we also identified 113 overlapped DEGs by intersecting our dataset with dataset GSE100122. Subsequently, we predicted potential miRNA-mRNA regulatory pairs using DEmiRNAs and a given set of key DEGs (including hub and overlapped DEGs). By integrative analysis, we found commonly differentially expressed mRNAs and miRNAs following CCI of different time points and different nerve injury types. Highlighted mRNAs include Atf3, Vip, Gal, Npy, Adcyap1, Reg3b, Jun, Cd74, Gadd45a, Tgm1, Csrp3, Sprr1a, Serpina3n, Gap43, Serpinb2 and Vtcn1, while miRNAs include miR-21-5p, miR-34a-5p, miR-200a-3p, miR-130a-5p, miR-216b-5p, miR-217-5p, and miR-541-5p. Additionally, 15 DEGs, including macrophages-specific (Cx3cr1, Arg1, Cd68, Csf1r) and the ones related to macrophages\' involvement in NP (Ccl2, Fcgr3a, Bdnf, Ctss, Tyrobp) were verified by qRT-PCR. By functional experiments in future studies, promising therapeutic targets for NP treatment may be identified among these mRNAs and miRNAs.
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  • 文章类型: Journal Article
    目的:肝细胞肝癌(LIHC)的发病率和死亡率呈逐年上升趋势。本研究的目的是研究lncRNAFAM99A和FAM99B在LIHC中的综合作用。
    方法:根据TCGA和GTEx的数据,评估LIHC中FAM99A和FAM99B的表达水平,和总生存期(OS),无病生存率(DFS),分析免疫细胞浸润和肿瘤分期。通过lncATLAS数据库预测FAM99A和FAM99B在各种癌细胞系中的亚细胞定位。此外,我们还使用了ENCORI,KEGG,LinkedOmics,Metascape和其他数据库。通过体内和体外实验验证。
    结果:与邻近的正常组织相比,FAM99A和FAM99B在LIHC组织中下调,与免疫细胞浸润密切相关。随着肿瘤分期和分级的进展,FAM99A和FAM99B的表达呈下降趋势,患者的预后也较差。此外,生物功能,对LIHC中FAM99A和FAM99B的信号通路和蛋白相互作用进行了富集,以研究其潜在的分子机制。FAM99A和FAM99B的重叠RNA结合蛋白(RBP)主要包括CSTF2T,BCCIP,RBFOX2和SF3B4。最后,实验表明,FAM99A的过表达减弱了细胞的增殖,入侵,LIHC细胞的集落形成和肿瘤生长。
    结论:综合来看,上述研究表明FAM99A和FAM99B对LIHC的进展有抑制作用,这可能是LIHC患者的有希望的诊断生物标志物和治疗靶标。
    OBJECTIVE: The incidence and mortality of liver hepatocellular carcinoma (LIHC) were increasing year by year. The aim of this study was to investigate the comprehensive roles of lncRNA FAM99A and FAM99B in LIHC.
    METHODS: According to the data of TCGA and GTEx, the expression levels of FAM99A and FAM99B in LIHC were evaluated, and the overall survival (OS), disease-free survival (DFS), immune cell infiltration and tumor stage were analyzed. The subcellular localization of FAM99A and FAM99B in various cancer cell lines was predicted by lncATLAS database. In addition, we also used ENCORI, KEGG, LinkedOmics, Metascape and other databases. It was verified by in vivo and in vitro experiments.
    RESULTS: Compared with adjacent normal tissues, FAM99A and FAM99B were down-regulated in LIHC tissues, and significantly correlated with immune cell infiltration. With the progression of tumor stage and grade, the expression of FAM99A and FAM99B showed a decreasing trend, and the prognosis of patients were also poor. In addition, the biological functions, signaling pathways and protein interactions of FAM99A and FAM99B in LIHC were enriched to study the potential molecular mechanisms. The overlapping RNA binding proteins (RBP) of FAM99A and FAM99B mainly included CSTF2T, BCCIP, RBFOX2 and SF3B4. Finally, experiments showed that overexpression of FAM99A attenuated the proliferation, invasion, colony formation and tumor growth of LIHC cells.
    CONCLUSIONS: Taken together, the above studies demonstrated that FAM99A and FAM99B had an inhibitory effect on the progression of LIHC, which might be promising diagnostic biomarkers and therapeutic targets for LIHC patients.
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  • 文章类型: Journal Article
    背景:谷氨酰胺酶1(GLS1),癌细胞中谷氨酰胺代谢的关键酶,作为肿瘤启动子,可能是一个潜在的治疗靶点。CB-839,一种GLS1特异性抑制剂,是最近开发的。在这里,我们旨在阐明CB-839在结直肠癌(CRC)中的抗肿瘤作用和作用机制。
    方法:使用UCSCXena公共数据库,我们评估了GLS1在各种癌症中的表达。对154个手术切除的人CRC标本进行GLS1的免疫染色。随后,我们检测了8个CRC细胞系中GLS1mRNA的表达水平,并评估了GLS1表达与CB-839疗效之间的相关性.为了创建具有丰富基质和同种异体免疫反应的可重复CRC模型,我们将CT26和干细胞共同移植到BALB/c小鼠中,并用CB-839治疗。最后,进行小鼠肿瘤的RNA测序。
    结果:数据库分析显示,GLS1在CRC组织中的表达高于正常结肠组织。来自154例CRC患者中的114例的临床样品显示GLS1表达阳性。临床CRC组织中GLS1的表达与血管浸润相关。CB-839处理在CRC小鼠模型中根据GLS1的体外表达抑制癌细胞增殖并抑制肿瘤生长和转移。RNA测序显示CB-839处理抑制基质激活,肿瘤生长,迁移,和血管生成。这些发现通过体外和体内实验以及临床样本分析得到了验证。
    结论:GLS1在CRC中的表达在肿瘤进展中起重要作用。CB-839对肿瘤增殖和肿瘤微环境具有抑制作用。
    BACKGROUND: Glutaminase 1 (GLS1), a key enzyme in glutamine metabolism in cancer cells, acts as a tumor promoter and could be a potential therapeutic target. CB-839, a GLS1-specific inhibitor, was developed recently. Herein, we aimed to elucidate the anti-tumor effects and mechanism of action of CB-839 in colorectal cancer (CRC).
    METHODS: Using the UCSC Xena public database, we evaluated GLS1 expression in various cancers. Immunostaining for GLS1 was performed on 154 surgically resected human CRC specimens. Subsequently, we examined the GLS1 mRNA expression levels in eight CRC cell lines and evaluated the association between GLS1 expression and CB-839 efficacy. To create a reproducible CRC model with abundant stroma and an allogeneic immune response, we co-transplanted CT26 and stem cells into BALB/c mice and treated them with CB-839. Finally, RNA sequencing of mouse tumors was performed.
    RESULTS: Database analysis showed higher GLS1 expression in CRC tissues than in normal colon tissues. Clinical samples from 114 of the 154 patients with CRC showed positive GLS1 expression. GLS1 expression in clinical CRC tissues correlated with vascular invasion. CB-839 treatment inhibited cancer cell proliferation depending on GLS1 expression in vitro and inhibited tumor growth and metastasis in the CRC mouse model. RNA sequencing revealed that CB-839 treatment inhibited stromal activation, tumor growth, migration, and angiogenesis. These findings were validated through in vitro and in vivo experiments and clinical specimen analysis.
    CONCLUSIONS: GLS1 expression in CRC plays important roles in tumor progression. CB-839 has inhibitory effects on cancer proliferation and the tumor microenvironment.
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