transcription factors

转录因子
  • 文章类型: Journal Article
    隐窝处的肠干细胞分裂并产生祖细胞,该祖细胞在转运扩增(TA)区中增殖并分化成各种成熟细胞类型。这里,我们表明转录因子ARID3A调节TA祖细胞的肠上皮细胞增殖和分化。ARID3A形成由TGF-β和WNT介导的从绒毛尖端到上隐窝的表达梯度。Arid3a的肠特异性缺失减少隐窝增殖,主要在TA细胞中。大量和单细胞转录组学分析显示Arid3acKO肠中的肠细胞增加和分泌分化减少,伴随着两个细胞谱系的丰富的上绒毛基因签名。我们发现,缺乏Arid3a的肠道中上皮分化的增强是由HNF1和HNF4的结合和转录增加引起的。最后,我们表明,Arid3a的丢失会损害辐照诱导的再生,并伴有持续的细胞死亡和重编程。我们的发现暗示Arid3a具有微调TA祖细胞的增殖分化动力学的功能,这对损伤诱导的再生至关重要。
    Intestinal stem cells at the crypt divide and give rise to progenitor cells that proliferate and differentiate into various mature cell types in the transit-amplifying (TA) zone. Here, we showed that the transcription factor ARID3A regulates intestinal epithelial cell proliferation and differentiation at the TA progenitors. ARID3A forms an expression gradient from the villus tip to the upper crypt mediated by TGF-β and WNT. Intestinal-specific deletion of Arid3a reduces crypt proliferation, predominantly in TA cells. Bulk and single-cell transcriptomic analysis shows increased enterocyte and reduced secretory differentiation in the Arid3a cKO intestine, accompanied by enriched upper-villus gene signatures of both cell lineages. We find that the enhanced epithelial differentiation in the Arid3a-deficient intestine is caused by increased binding and transcription of HNF1 and HNF4. Finally, we show that loss of Arid3a impairs irradiation-induced regeneration with sustained cell death and reprogramming. Our findings imply that Arid3a functions to fine-tune the proliferation-differentiation dynamics at the TA progenitors, which are essential for injury-induced regeneration.
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  • 文章类型: Journal Article
    背景:由于治疗选择有限和预后不良,食管癌面临重大挑战,特别是在高级阶段。失调的长链非编码RNA(lncRNA)与癌症进展和治疗抗性有关。这项研究调查了失调的lncRNANONHSAT227443.1的作用,通过lncRNA-seq,及其下游靶基因MRTFB在食管鳞状细胞癌(ESCC)中的表达。
    方法:通过lncRNA-seq在具有不同化疗反应的食管癌组织中鉴定出失调的lncRNAs。使用定量实时聚合酶链反应(qRT-PCR)和蛋白质印迹评估过表达的NONHSAT227443.1的调节相互作用。功能测定,包括细胞活力,细胞增殖,和流式细胞术分析,进行了全面研究NONHSAT227443.1及其下游分子对ESCC的影响。
    结果:NONHSAT227443.1在紫杉醇加铂类化疗无反应者和食管癌细胞系中显著过表达。化疗暴露导致NONHSAT227443.1表达减少。NONHSAT227443.1负调控MRTFB表达,它们的联合失调与癌症活动增加相关,扩散,抑制细胞凋亡。MRTFB表达降低与PI3K/AKT通路激活相关。
    结论:我们的研究提供了对NONHSAT227443.1和MRTFB在食管癌中作用的见解,有助于攻击性特征和治疗抗性。NONHSAT227443.1和MRTFB可以作为潜在的治疗靶标,以增强无应答病例对紫杉醇加铂化疗的反应。
    BACKGROUND: Esophageal cancer presents significant challenges due to limited treatment options and poor prognosis, particularly in advanced stages. Dysregulated long non-coding RNAs (lncRNAs) are implicated in cancer progression and treatment resistance. This study investigated the roles of dysregulated lncRNA NONHSAT227443.1, identified through lncRNA-seq, and its downstream target gene MRTFB in esophageal squamous cell carcinoma (ESCC).
    METHODS: Dysregulated lncRNAs were identified through lncRNA-seq in esophageal cancer tissues with varying chemotherapy response. The regulatory interaction of overexpressed NONHSAT227443.1 was assessed using quantitative real-time polymerase chain reaction (qRT-PCR) and western blotting. Functional assays, including cell viability, cell proliferation, and flow cytometry analyses, were performed to comprehensively investigate the influence of NONHSAT227443.1 and its downstream molecules on ESCC.
    RESULTS: NONHSAT227443.1 was significantly overexpressed in paclitaxel plus platinum chemotherapy non-responders and esophageal cancer cell lines. Chemotherapy exposure led to diminished NONHSAT227443.1 expression. NONHSAT227443.1 negatively regulated MRTFB expression, and their combined dysregulation correlated with increased cancer activity, proliferation, and suppressed apoptosis. Diminished MRTFB expression was associated with PI3K/AKT pathway activation.
    CONCLUSIONS: Our study provides insights into NONHSAT227443.1 and MRTFB roles in esophageal cancer, contributing to aggressive traits and treatment resistance. NONHSAT227443.1 and MRTFB may serve as potential therapeutic targets to enhance the response to paclitaxel plus platinum chemotherapy in non-responsive cases.
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  • 文章类型: Journal Article
    背景:雄激素受体(AR)水平升高的前列腺癌(PCa)患者与较高的转移发生率相关。与器官限制的肿瘤相比,转移性前列腺肿瘤中AR及其靶基因前列腺特异性抗原(PSA)的蛋白质表达升高。雄激素治疗或AR升高促进PCa在细胞培养和小鼠模型中的转移。然而,在雄激素耗尽的条件下,AR抑制PCa细胞的细胞移动性和侵袭性。PCa患者的雄激素剥夺治疗与较高的癌症转移风险相关。因此,我们研究了AR和miRNA对PCa转移的双重作用。
    方法:PC-3AR(PC-3细胞再表达AR)和LNCaP细胞作为PCa细胞模型。Transwell迁移和侵袭分析,伤口愈合试验,斑马鱼异种移植试验,采用斑马鱼血管出口试验研究AR和雄激素在PCa转移中的作用。微西方阵列,应用免疫共沉淀和免疫荧光来剖析下面的分子机制。miRNA阵列,miRNA抑制剂或质粒,和染色质免疫沉淀法用于研究miRNAs在PCa转移中的作用。
    结果:在没有雄激素的情况下,AR抑制PCa细胞的迁移和侵袭。当雄激素存在时,AR在体外和斑马鱼异种移植模型中都能刺激PCa细胞的迁移和侵袭。雄激素增加磷酸-ARSer81和Yes相关蛋白1(YAP),PCa细胞中磷酸化YAPSer217降低,上皮间质转化(EMT)蛋白改变。Co-IP分析表明,雄激素增强了细胞核中YAP和AR之间的相互作用。敲除YAP或用YAP抑制剂治疗可消除雄激素诱导的PCa细胞迁移和侵袭,而YAP的过表达表现出相反的效果。miRNA阵列显示,雄激素在PC-3AR细胞中降低hsa-miR-5001-5p,但在PC-3细胞中增加hsa-miR-203a和hsa-miR-210-3p。用靶向hsa-miR-203a/hsa-miR-210-3p的抑制剂治疗,或hsa-miR-5001-5p的过表达降低了YAP的表达,并抑制了雄激素诱导的PCa细胞的迁移和侵袭。染色质免疫沉淀(ChIP)测定表明,在雄激素存在下,AR与has-miR-210-3p的启动子区域结合。
    结论:我们的观察表明miRNA203a/210-3p/5001-5p调节雄激素/AR/YAP诱导的PCa转移。
    BACKGROUND: Prostate cancer (PCa) patients with elevated level of androgen receptor (AR) correlate with higher metastatic incidence. Protein expression of AR and its target gene prostate-specific antigen (PSA) are elevated in metastatic prostate tumors as compared to organ-confined tumors. Androgen treatment or elevation of AR promotes metastasis of PCa in cell culture and murine model. However, under androgen depleted condition, AR suppressed cell mobility and invasiveness of PCa cells. Androgen deprivation therapy in PCa patients is associated with higher risk of cancer metastasis. We therefore investigated the dual roles of AR and miRNAs on PCa metastasis.
    METHODS: The PC-3AR (PC-3 cells re-expressing AR) and LNCaP cells were used as PCa cell model. Transwell migration and invasion assay, wound-healing assay, zebrafish xenotransplantation assay, and zebrafish vascular exit assay were used to investigate the role of AR and androgen on PCa metastasis. Micro-Western Array, co-immunoprecipitation and Immunofluorescence were applied to dissect the molecular mechanism lying underneath. The miRNA array, miRNA inhibitors or plasmid, and chromatin immunoprecipitation assay were used to study the role of miRNAs on PCa metastasis.
    RESULTS: In the absence of androgen, AR repressed the migration and invasion of PCa cells. When androgen was present, AR stimulated the migration and invasion of PCa cells both in vitro and in zebrafish xenotransplantation model. Androgen increased phospho-AR Ser81 and yes-associated protein 1 (YAP), decreased phospho-YAP Ser217, and altered epithelial-mesenchymal transition (EMT) proteins in PCa cells. Co-IP assay demonstrated that androgen augmented the interaction between YAP and AR in nucleus. Knockdown of YAP or treatment with YAP inhibitor abolished the androgen-induced migration and invasion of PCa cells, while overexpression of YAP showed opposite effects. The miRNA array revealed that androgen decreased hsa-miR-5001-5p but increased hsa-miR-203a and hsa-miR-210-3p in PC-3AR cells but not PC-3 cells. Treatment with inhibitors targeting hsa-miR-203a/hsa-miR-210-3p, or overexpression of hsa-miR-5001-5p decreased YAP expression as well as suppressed the androgen-induced migration and invasion of PCa cells. Chromatin immunoprecipitation (ChIP) assay demonstrated that AR binds with promoter region of has-miR-210-3p in the presence of androgen.
    CONCLUSIONS: Our observations indicated that miRNAs 203a/210-3p/5001-5p regulate the androgen/AR/YAP-induced PCa metastasis.
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  • 文章类型: Journal Article
    植物有,在整个进化过程中,开发了疏水性角质层,以保护它们免受陆地环境中的各种压力。角质层主要由角质和角质层蜡组成,超长链脂肪酸及其衍生物的混合物。随着转录组测序等研究方法的进步,关键的酶,蜡合成和代谢中的转运蛋白和调节因子已逐渐被确定,特别是转录因子等对植物逆境胁迫的调控作用已成为研究热点。干旱是限制植物生长和作物生产力的主要非生物胁迫。植物表皮蜡可防止非气孔水分流失,提高水分利用效率,以适应干旱环境。在这项研究中,蜡的合成方法,运输,综述了不同水平的代谢和调节。同时,阐述了不同转录因子和植物激素对蜡对干旱的调控,并提出了未来解决方案的关键研究问题和重要方向,以增强表皮蜡在农业和环境中的潜在应用。
    Plants have, throughout evolution, developed a hydrophobic cuticle to protect them from various stresses in the terrestrial environment. The cuticle layer is mainly composed of cutin and cuticular wax, a mixture of very-long-chain fatty acids and their derivatives. With the progress of transcriptome sequencing and other research methods, the key enzymes, transporters and regulatory factors in wax synthesis and metabolism have been gradually identified, especially the study on the regulation of wax metabolism by transcription factors and others in response to plant stress has become a hot topic. Drought is a major abiotic stress that limits plant growth and crop productivity. Plant epidermal wax prevents non-stomatal water loss and improves water use efficiency to adapt to arid environments. In this study, the ways of wax synthesis, transport, metabolism and regulation at different levels are reviewed. At the same time, the regulation of wax by different transcription factors and plant hormones in response to drought is elaborated, and key research questions and important directions for future solutions are proposed to enhance the potential application of epidermal wax in agriculture and the environment.
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  • 文章类型: Journal Article
    在神经系统中,替代RNA加工特别普遍,这导致在其他组织中没有发现的数千个转录变体的表达。神经元特异性RNA结合蛋白共转录调节可变剪接,选择性聚腺苷酸化,和RNA编辑,从而塑造神经系统细胞的RNA身份。最近的证据表明,RNA结合蛋白与顺式调节元件如启动子和增强子之间的相互作用在确定神经元特异性表达谱中起作用。这里,我们讨论了转录和RNA加工交叉对话产生独特复杂的神经元转录组的可能机制,专注于替代3'端编队。
    In the nervous system, alternative RNA processing is particularly prevalent, which results in the expression of thousands of transcript variants found in no other tissue. Neuron-specific RNA-binding proteins co-transcriptionally regulate alternative splicing, alternative polyadenylation, and RNA editing, thereby shaping the RNA identity of nervous system cells. Recent evidence suggests that interactions between RNA-binding proteins and cis-regulatory elements such as promoters and enhancers play a role in the determination of neuron-specific expression profiles. Here, we discuss possible mechanisms through which transcription and RNA processing cross-talk to generate the uniquely complex neuronal transcriptome, with a focus on alternative 3\'-end formation.
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  • 文章类型: Journal Article
    与年龄相关的黄斑变性(AMD)作为老年人中央视力丧失的主要原因,引起了全球日益增长的健康问题。
    这项研究的重点是揭示自然杀伤(NK)细胞在AMD中的复杂参与,阐明它们的免疫反应和细胞因子调节作用。
    使用来自基因表达综合数据库的转录组数据,采用单细胞RNA-seq分析。应用高维加权基因共表达网络分析(hdWGCNA)和单细胞调控网络推断和聚类(SCENIC)分析揭示早期AMD患者NK细胞的调控机制。机器学习模型,如随机森林和决策树,用于筛选与AMD相关的hub基因和关键转录因子(TFs)。
    在本研究中确定了不同的细胞簇,特别是T/NK簇,在AMD中观察到NK细胞丰度显著增加。细胞-细胞通讯分析揭示了改变的相互作用,特别是在NK细胞中,表明它们在AMD发病机制中的潜在作用。HdWGCNA强调了绿松石模块,富含炎症相关途径,与NK细胞中的AMD显著相关。场景分析确定了NK细胞调控网络中的关键TF。集线器基因和TFs的整合确定了CREM,FOXP1、IRF1、NFKB2和USF2通过机器学习作为AMD的潜在预测因子。
    这种全面的方法增强了我们对NK细胞动力学的理解,信号改变,和AMD的潜在预测模型。鉴定的TF为分子干预提供了新的途径,并突出了NK细胞与AMD发病机理之间的复杂关系。总的来说,这项研究为推进我们对AMD的理解和管理提供了有价值的见解.
    UNASSIGNED: Age-related Macular Degeneration (AMD) poses a growing global health concern as the leading cause of central vision loss in elderly people.
    UNASSIGNED: This study focuses on unraveling the intricate involvement of Natural Killer (NK) cells in AMD, shedding light on their immune responses and cytokine regulatory roles.
    UNASSIGNED: Transcriptomic data from the Gene Expression Omnibus database were utilized, employing single-cell RNA-seq analysis. High-dimensional weighted gene co-expression network analysis (hdWGCNA) and single-cell regulatory network inference and clustering (SCENIC) analysis were applied to reveal the regulatory mechanisms of NK cells in early-stage AMD patients. Machine learning models, such as random forests and decision trees, were employed to screen hub genes and key transcription factors (TFs) associated with AMD.
    UNASSIGNED: Distinct cell clusters were identified in the present study, especially the T/NK cluster, with a notable increase in NK cell abundance observed in AMD. Cell-cell communication analyses revealed altered interactions, particularly in NK cells, indicating their potential role in AMD pathogenesis. HdWGCNA highlighted the turquoise module, enriched in inflammation-related pathways, as significantly associated with AMD in NK cells. The SCENIC analysis identified key TFs in NK cell regulatory networks. The integration of hub genes and TFs identified CREM, FOXP1, IRF1, NFKB2, and USF2 as potential predictors for AMD through machine learning.
    UNASSIGNED: This comprehensive approach enhances our understanding of NK cell dynamics, signaling alterations, and potential predictive models for AMD. The identified TFs provide new avenues for molecular interventions and highlight the intricate relationship between NK cells and AMD pathogenesis. Overall, this study contributes valuable insights for advancing our understanding and management of AMD.
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  • 文章类型: Journal Article
    背景:体细胞胚发生(SE)举例说明了植物细胞独特的发育可塑性。监管过程,包括控制细胞转录组胚胎重编程的表观遗传修饰,刚刚开始被揭露。
    结果:为了鉴定SE中组蛋白乙酰化调节表达的基因,我们分析了拟南芥外植体的整体转录组进行胚胎发生诱导,以响应组蛋白去乙酰化酶抑制剂的处理,曲古霉素A(TSA)。比较了TSA诱导的和生长素(2,4-二氯苯氧基乙酸;2,4-D)诱导的转录组。RNA-seq结果揭示了涉及广泛失调的TSA和生长素诱导的转录组反应的相似性,主要是镇压,大多数基因。在差异表达基因(DEGs)中,我们确定了SE的主调节因子(转录因子-TFs),参与生物合成的基因,信令,以及在吲哚-3-乙酸(IAA)生物合成中的生长素和NITRILS酶编码基因的极性运输。TSA上调的TF基因在生长素诱导的SE中具有重要功能,包括LEC1/LEC2,FUS3,AGL15,MYB118,PHB,PHV,PLTs,和WUS/WOX。TSA诱导的转录组也揭示了应激相关基因的广泛上调,包括与应激激素生物合成有关的那些。与转录组数据一致,TSA诱导的外植体积累水杨酸(SA)和脱落酸(ABA),提示组蛋白乙酰化(Hac)在SE诱导过程中调节应激激素相关反应中的作用。由于子叶外植体的正面大部分有助于SE诱导,我们还确定了对TSA治疗有反应的器官极性相关基因,包括AIL7/PLT7、RGE1、LBD18、40、HB32、CBF1和ULT2。相关突变体的分析支持极性相关基因在SE诱导中的作用。
    结论:研究结果为破译控制植物体细胞胚胎发生转变的表观遗传网络提供了一步。
    BACKGROUND: Somatic embryogenesis (SE) exemplifies the unique developmental plasticity of plant cells. The regulatory processes, including epigenetic modifications controlling embryogenic reprogramming of cell transcriptome, have just started to be revealed.
    RESULTS: To identify the genes of histone acetylation-regulated expression in SE, we analyzed global transcriptomes of Arabidopsis explants undergoing embryogenic induction in response to treatment with histone deacetylase inhibitor, trichostatin A (TSA). The TSA-induced and auxin (2,4-dichlorophenoxyacetic acid; 2,4-D)-induced transcriptomes were compared. RNA-seq results revealed the similarities of the TSA- and auxin-induced transcriptomic responses that involve extensive deregulation, mostly repression, of the majority of genes. Within the differentially expressed genes (DEGs), we identified the master regulators (transcription factors - TFs) of SE, genes involved in biosynthesis, signaling, and polar transport of auxin and NITRILASE-encoding genes of the function in indole-3-acetic acid (IAA) biosynthesis. TSA-upregulated TF genes of essential functions in auxin-induced SE, included LEC1/LEC2, FUS3, AGL15, MYB118, PHB, PHV, PLTs, and WUS/WOXs. The TSA-induced transcriptome revealed also extensive upregulation of stress-related genes, including those related to stress hormone biosynthesis. In line with transcriptomic data, TSA-induced explants accumulated salicylic acid (SA) and abscisic acid (ABA), suggesting the role of histone acetylation (Hac) in regulating stress hormone-related responses during SE induction. Since mostly the adaxial side of cotyledon explant contributes to SE induction, we also identified organ polarity-related genes responding to TSA treatment, including AIL7/PLT7, RGE1, LBD18, 40, HB32, CBF1, and ULT2. Analysis of the relevant mutants supported the role of polarity-related genes in SE induction.
    CONCLUSIONS: The study results provide a step forward in deciphering the epigenetic network controlling embryogenic transition in somatic cells of plants.
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  • 文章类型: Journal Article
    情感障碍通常与昼夜节律紊乱有关。中枢5-羟色胺(5-羟色胺,已经报道了5-HT)模式;但是,5-HTergic情绪调节的昼夜节律控制的功能机制在很大程度上仍然未知。这里,我们研究了昼夜节律核受体REV-ERBα在调节色氨酸羟化酶2(Tph2)中的作用,5-HT合成的限速酶。我们证明了在背侧中缝(DR)5-HTergic神经元中表达的REV-ERBα在功能上与PET-1-一种对5-HTergic神经元发育至关重要的核激活剂竞争。在老鼠身上,DR5-HTergicREV-ERBα的遗传消融增加了Tph2的表达,导致DR5-HT水平升高,黄昏时抑郁样行为减少。Further,小鼠DRREV-ERBα活性的药物操作增加DR5-HT水平并影响绝望相关行为。我们的发现为昼夜节律和情绪控制DR5-HTergic系统之间的分子和细胞联系提供了有价值的见解。
    Affective disorders are frequently associated with disrupted circadian rhythms. The existence of rhythmic secretion of central serotonin (5-hydroxytryptamine, 5-HT) pattern has been reported; however, the functional mechanism underlying the circadian control of 5-HTergic mood regulation remains largely unknown. Here, we investigate the role of the circadian nuclear receptor REV-ERBα in regulating tryptophan hydroxylase 2 (Tph2), the rate-limiting enzyme of 5-HT synthesis. We demonstrate that the REV-ERBα expressed in dorsal raphe (DR) 5-HTergic neurons functionally competes with PET-1-a nuclear activator crucial for 5-HTergic neuron development. In mice, genetic ablation of DR 5-HTergic REV-ERBα increases Tph2 expression, leading to elevated DR 5-HT levels and reduced depression-like behaviors at dusk. Further, pharmacological manipulation of the mice DR REV-ERBα activity increases DR 5-HT levels and affects despair-related behaviors. Our findings provide valuable insights into the molecular and cellular link between the circadian rhythm and the mood-controlling DR 5-HTergic systems.
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  • 文章类型: Journal Article
    YAP/TAZ信号通路受多种反馈回路的调节,与其他通路的串扰,以及机械和生化刺激。计算建模是一个强大的工具,可以解开这些不同的因素如何调节YAP/TAZ,强调生物物理建模是破译机械转导及其调节细胞命运的不可或缺的工具。我们对当前最先进的计算模型进行了严格的审查,重点是YAP/TAZ信令。
    YAP/TAZ signaling pathway is regulated by a multiplicity of feedback loops, crosstalk with other pathways, and both mechanical and biochemical stimuli. Computational modeling serves as a powerful tool to unravel how these different factors can regulate YAP/TAZ, emphasizing biophysical modeling as an indispensable tool for deciphering mechanotransduction and its regulation of cell fate. We provide a critical review of the current state-of-the-art of computational models focused on YAP/TAZ signaling.
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  • 文章类型: Journal Article
    背景:口腔鳞状细胞癌(OSCC)是口腔中最常见的恶性肿瘤,它以预后不良而闻名。不受苯并咪唑1(BUB1)抑制的出芽可能与癌症预后有关;然而,BUB1与OSCC预后之间的具体关系仍未被研究.
    方法:使用来自TCGA_OSCC和GSE23558队列的数据分析BUB1的mRNA水平。基于中值BUB1水平,将来自TCGA_OSCC数据集的OSCC样品分为低BUB1表达组和高BUB1表达组。此外,生存分析结果,肿瘤突变负荷(TMB),基因集富集分析(GSEA)途径,比较2组的药物敏感性分析。
    结果:根据TCGA_OSCC和GSE23558队列的数据,与健康对照相比,OSCC组织中BUB1mRNA水平显着上调。此外,BUB1的高表达可能是OSCC预后不良的独立指标。此外,高BUB1表达的患者也表现出免疫检查点和TMB水平升高,提示BUB1高表达的患者可能受益于免疫治疗。机械上,发现转录因子ZFP64,TCF3和ZNF281可能与BUB1的启动子区结合,从而调节其基因表达。此外,GSEA结果显示,BUB1在OSCC中的表达与细胞周期和肿瘤相关通路密切相关。药物敏感性分析显示BUB1高表达的患者对吉西他滨可能更敏感,紫杉醇,或伊马替尼。
    结论:总的来说,结果表明,高BUB1水平可能与OSCC的不良预后有关,强调其作为OSCC新型预后生物标志物的潜力。
    BACKGROUND: Oral squamous cell carcinoma (OSCC) is the most common type of malignant tumour in the oral cavity, and it is known for its poor prognosis. Budding uninhibited by benzimidazoles 1 (BUB1) may be related to cancer prognosis; however, the specific relationship between BUB1 and OSCC prognosis remains largely unexplored.
    METHODS: The mRNA levels of BUB1 were analysed using data from the TCGA_OSCC and GSE23558 cohorts. OSCC samples from the TCGA_OSCC dataset were divided into low- and high-BUB1 expression groups based on the median BUB1 level. Furthermore, results of survival analysis, tumour mutation burden (TMB), gene set enrichment analysis (GSEA) pathways, and drug-sensitivity analysis were compared between the 2 groups.
    RESULTS: Based on the data from the TCGA_OSCC and GSE23558 cohorts, BUB1 mRNA levels were significantly upregulated in OSCC tissues compared to healthy controls. Moreover, high expression of BUB1 may serve as an independent indicator of poor prognosis in OSCC. Additionally, patients with high BUB1 expression also exhibited increased levels of immune checkpoints and TMB, suggesting that patients with high BUB1 expression may benefit from immunotherapy. Mechanistically, transcription factors ZFP64, TCF3, and ZNF281 were found to potentially bind to the promoter region of BUB1, thereby regulating its gene expression. Furthermore, GSEA results showed that BUB1 expression was closely related to cell cycle and tumour-related pathways in OSCC. Drug-sensitivity analysis showed that patients with high BUB1 expression may be more sensitive to gemcitabine, paclitaxel, or imatinib.
    CONCLUSIONS: Collectively, results demonstrated that high BUB1 levels may be related to a poor prognosis of OSCC, highlighting its potential as a novel prognostic biomarker for OSCC.
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