Gene Expression Regulation, Neoplastic

基因表达调控, 肿瘤
  • 文章类型: Journal Article
    背景:结直肠癌是全球第三大常见恶性肿瘤,是癌症相关死亡率的主要原因之一。据报道,泛素特异性肽酶18(USP18)蛋白在不同的肿瘤类型中发挥不同的肿瘤相关作用。这里,我们初步研究了USP18在结肠腺癌(COAD)中的表达和信号通路.
    方法:进行定量实时PCR以评估培养细胞中USP18的mRNA水平。采用免疫组织化学染色检测临床COAD标本中USP18蛋白的表达。通过使用Lipo3000将小干扰RNA瞬时转染到SW480和HT29细胞中来实现特异性敲低。细胞含量试剂盒-8测定,进行transwell测定和matrigel-transwell测定以评估增殖,迁移和入侵能力,分别。进行Western印迹以分析下游信号传导途径。使用卡方检验以及单变量和多变量分析来评估临床数据。评估来自小鼠模型的异种移植物以验证体外发现。
    结果:在COAD组织中发现更高的USP18水平,并且与晚期肿瘤分期呈正相关。USP18蛋白高表达提示COAD患者预后较差。沉默USP18通过使细胞外信号调节激酶(ERK)蛋白不稳定和抑制ERK下游通路抑制COAD细胞增殖和侵袭。用USP18同时沉默干扰素刺激基因15(ISG15)可以部分挽救肿瘤细胞的活力,表明其参与USP18信号。在小鼠模型中也证实了USP18的致癌作用。
    结论:USP18通过ISG15-ERK途径在结肠腺癌中发挥致癌作用。高USP18表达表明结肠腺癌患者的临床结果差。
    BACKGROUND: Colorectal cancer is the third most common malignancy worldwide and is one of the leading causes of cancer-related mortality. Ubiquitin-specific peptidase 18 (USP18) protein has been reported to exert different tumor-related effects in distinct tumor types. Here, we initially investigated the expression and signaling pathways of USP18 in colon adenocarcinoma (COAD).
    METHODS: A quantitative real-time PCR was conducted to evaluate the mRNA level of USP18 in cultured cells. Immunohistochemical staining was used to explore the protein expression of USP18 in clinical COAD samples. Specific knockdown was achieved by transient transfection of small interfering RNAs into SW480 and HT29 cells using Lipo3000. Cell conting kit-8 assay, transwell assay and matrigel-transwell assays were conducted to evaluate proliferation, migration and invasion capacities, respectively. Western blotting was performed to analyze downstream signaling pathways. A chi-squared test and univariate and multivariate analyses were used to evaluate the clinical data. Xenografts from mice model were assessed to validate the in vitro findings.
    RESULTS: Higher USP18 level was identified in COAD tissues and was positively correlated with advanced tumor stage. High USP18 protein expression indicated poorer prognosis of COAD patients. Silencing USP18 suppressed COAD cell proliferation and invasion via destabilizing extracellular signal-regulated kinase (ERK) protein and suppressing ERK downstream pathways. Simultaneously silencing interferon-stimulated gene 15 (ISG15) with USP18 can partially rescue the tumor cell viability, indicating its involvement in USP18 signaling. The oncogenic effects of USP18 were also confirmed in mice models.
    CONCLUSIONS: USP18 plays oncogenic effects in colon adenocarcinoma via ISG15-ERK pathways. High USP18 expression indicates poor clinical outcomes for colon adenocarcinoma patients.
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  • 文章类型: Journal Article
    聚集,一种自噬,降解细胞中错误折叠蛋白的聚集。然而,在多发性骨髓瘤(MM)中聚集性的作用尚未得到充分证实。在这项研究中,我们首先研究了聚合信号之间的相关性,MM免疫微环境组成与疾病预后。单细胞RNA-seq数据,包括来自7个MM骨髓(BM)和7个健康BM样本的12,187个单细胞的表达谱,通过非负矩阵分解分析了44个聚集相关基因。来自基因表达Omnibus数据库的BulkRNA-seq队列用于评估聚合相关免疫细胞亚型的预后价值,并预测MM中的免疫检查点阻断免疫治疗反应。与健康的BM相比,MMBM表现出不同的聚集吞噬相关基因表达模式。在MMBM中,巨噬细胞,CD8+T细胞,B细胞和自然杀伤细胞可以分为4至9个与聚集吞噬相关的亚簇。免疫细胞中聚集性信号分子表达的特征与患者的预后相关。我们的研究为MM肿瘤微环境细胞中的聚集吞噬信号提供了一个新的观点,这可能是MM治疗的预后指标和潜在目标。
    Aggrephagy, a type of autophagy, degrades the aggregation of misfolded protein in cells. However, the role of aggrephagy in multiple myeloma (MM) has not been fully demonstrated. In this study, we first investigated the correlation between aggrephagy signaling, MM immune microenvironment composition and disease prognosis. Single-cell RNA-seq data, including the expression profiles of 12,187 single cells from seven MM bone marrow (BM) and seven healthy BM samples, were analyzed by non-negative matrix factorization for 44 aggrephagy-related genes. Bulk RNA-seq cohorts from the Gene Expression Omnibus database were used to evaluate the prognostic value of aggrephagy-related immune cell subtypes and predict immune checkpoint blockade immunotherapeutic response in MM. Compared with healthy BM, MM BM exhibited different patterns of aggrephagy-related gene expression. In MM BM, macrophages, CD8+ T cells, B cells and natural killer cells could be grouped into four to nine aggrephagy-related subclusters. The signature of aggrephagy signaling molecule expression in the immune cells correlates with the patient\'s prognosis. Our investigation provides a novel view of aggrephagy signaling in MM tumor microenvironment cells, which might be a prognostic indicator and potential target for MM treatment.
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  • 文章类型: Journal Article
    细胞衰老是一种常见的生物学过程,与癌症有着良好的联系。然而,细胞衰老对肿瘤进展的影响尚不清楚.为了调查这种关系,我们利用衰老基因组的转录组数据来探索衰老与癌症预后之间的联系.
    我们通过最小绝对收缩和选择算子(LASSO)Cox模型开发了衰老评分。我们从癌症基因组图谱(TCGA)程序获得衰老基因集的转录组信息。此外,我们创建了一个列线图,将这些衰老评分与临床特征相结合,为预后评估提供更全面的工具。
    我们根据42个衰老相关基因的表达水平计算了衰老评分。我们根据衰老评分和临床特征建立了列线图。衰老评分与上皮-间质转化呈正相关,细胞周期,和糖酵解,与自噬呈负相关。此外,我们进行了基因本体论(GO)分析,以探索不同衰老评分组的信号通路和生物学过程。
    衰老评分,在这项研究中构建的一种新颖的工具,在预测各种癌症类型的生存结果方面显示出希望。这些发现不仅突出了衰老和癌症之间复杂的相互作用,而且表明细胞衰老可能作为肿瘤预后的生物标志物。
    UNASSIGNED: Cellular senescence is a common biological process with a well-established link to cancer. However, the impact of cellular senescence on tumor progression remains unclear. To investigate this relationship, we utilized transcriptomic data from a senescence gene set to explore the connection between senescence and cancer prognosis.
    UNASSIGNED: We developed the senescence score by the Least Absolute Shrinkage and Selection Operator (LASSO) Cox model. We obtained transcriptomic information of the senescence gene set from The Cancer Genome Atlas (TCGA) program. Additionally, we created a nomogram that integrates these senescence scores with clinical characteristics, providing a more comprehensive tool for prognosis evaluation.
    UNASSIGNED: We calculated the senescence score based on the expression level of 42 senescence-related genes. We established the nomogram based on the senescence score and clinical characteristics. The senescence score showed a positive correlation with epithelial-to-mesenchymal transition, cell cycle, and glycolysis, and a negative correlation with autophagy. Furthermore, we carried out Gene Ontology (GO) analysis to explore the signaling pathways and biological process in different senescence score groups.
    UNASSIGNED: The senescence score, a novel tool constructed in this study, shows promise in predicting survival outcomes across various cancer types. These findings not only highlight the complex interplay between senescence and cancer but also indicate that cellular senescence might serve as a biomarker for tumor prognosis.
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  • 文章类型: Journal Article
    已发现PLAUR在各种肿瘤中上调,并与肿瘤细胞的恶性表型密切相关。本研究旨在探讨PLAUR与肾透明细胞癌(ccRCC)的关系及其促进肿瘤进展的潜在机制。
    PLAUR的表达水平和临床意义,以及相关的信号通路,在从癌症基因组图谱(TCGA)获得的ccRCC样品中进行了广泛的研究。使用qRT-PCR和IHC染色评估20对ccRCC肿瘤组织和邻近组织中的PLAUR表达。此外,进行了一系列体外实验,以研究PLAUR抑制对细胞增殖的影响,迁移,入侵,细胞周期进程,ccRCC细胞凋亡。采用蛋白质印迹分析来研究与PI3K/AKT/mTOR信号通路相关的关键基因的表达水平。
    与正常肾组织相比,ccRCC中PLAUR的表达明显上调,ccRCC中较高的PLAUR表达比低表达与较差的预后相关。体外功能研究表明,敲低PLAUR显著减弱增殖,迁移,和ccRCC细胞的侵袭能力。同时,PLAUR敲低有效诱导细胞凋亡,调节细胞周期,抑制了EMT过程,并减弱PI3K/AKT/mTOR信号通路的激活。PLAUR可能代表ccRCC进展的关键机制。
    PLAUR参与ccRCC进展可能是通过激活PI3K/AKT/mTOR信号通路实现的,使其成为ccRCC识别和预测的可靠生物标志物。
    UNASSIGNED: PLAUR has been found upregulated in various tumors and closely correlated with the malignant phenotype of tumor cells. The aim of this study was to investigate the relationship between PLAUR and clear cell renal cell carcinoma (ccRCC) and its potential mechanism of promoting tumor progression.
    UNASSIGNED: The expression levels and clinical significance of PLAUR, along with the associated signaling pathways, were extensively investigated in ccRCC samples obtained from The Cancer Genome Atlas (TCGA). PLAUR expression in 20 pairs of ccRCC tumor tissues and the adjacent tissues was assessed using qRT-PCR and IHC staining. Additionally, a series of in vitro experiments were conducted to investigate the impact of PLAUR suppression on cellular proliferation, migration, invasion, cell cycle progression, and apoptosis in ccRCC. The Western blot analysis was employed to investigate the expression levels of pivotal genes associated with the PI3K/AKT/mTOR signaling pathway.
    UNASSIGNED: The expression of PLAUR was significantly upregulated in ccRCC compared to normal renal tissues, and higher PLAUR expression in ccRCC was associated with a poorer prognosis than low expression. The in-vitro functional investigations demonstrated that knockdown of PLAUR significantly attenuated the proliferation, migration, and invasion capabilities of ccRCC cells. Concurrently, PLAUR knockdown effectively induced cellular apoptosis, modulated the cell cycle, inhibited the EMT process, and attenuated the activation of the PI3K/AKT/mTOR signaling pathway. PLAUR may represent a key mechanism underlying ccRCC progression.
    UNASSIGNED: The involvement of PLAUR in ccRCC progression may be achieved through the activation of the PI3K/AKT/mTOR signaling pathway, making it a reliable biomarker for the identification and prediction of ccRCC.
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  • 文章类型: Journal Article
    背景:索拉非尼是晚期肝细胞癌(HCC)的标准治疗方法,但治疗过程中的获得性耐药性极大地限制了其临床疗效。脂质代谢紊乱在肝癌发生中起重要作用。然而,脂质代谢重编程是否以及如何调节HCC细胞的索拉非尼耐药仍不清楚。方法:采用连续诱导的方法建立索拉非尼耐药肝癌细胞。UHPLC-MS/MS,蛋白质组学,和流式细胞术用于评估脂质代谢。ChIP和Westernblot用于反映信号转导和转录激活因子3(STAT3)与甘油-3-磷酸酰基转移酶3(GPAT3)的相互作用。应用功能增益和功能丧失研究探讨肝癌索拉非尼耐药的驱动机制。流式细胞术和CCK8体外,和体内肿瘤大小用于评估肝癌细胞的索拉非尼敏感性。结果:我们的代谢组数据显示,在索拉非尼抗性HCC细胞中甘油三酯显著富集。使用蛋白质组学和基因组学技术的进一步分析表明,索拉非尼抗性组中GPAT3的表达显着增加,这被发现依赖于STAT3的激活。GPAT3复敏肝癌细胞对索拉非尼的恢复,而GPAT3的过表达导致索拉非尼不敏感。机械上,GPAT3上调增加甘油三酯合成,进而刺激NF-κB/Bcl2信号通路,导致索拉非尼治疗后的细胞凋亡耐受性。此外,我们的体外和体内研究表明,pan-GPAT抑制剂可有效逆转HCC细胞中的索拉非尼耐药.结论:我们的数据表明,肝癌细胞中GPAT3的升高重新编程甘油三酯代谢,这有助于对索拉非尼的获得性抗性,这表明GPAT3是增强HCC对索拉非尼敏感性的潜在靶标。
    Background: Sorafenib is the standard treatment for advanced hepatocellular carcinoma (HCC), but acquired resistance during the treatment greatly limits its clinical efficiency. Lipid metabolic disorder plays an important role in hepatocarcinogenesis. However, whether and how lipid metabolic reprogramming regulates sorafenib resistance of HCC cells remains vague. Methods: Sorafenib resistant HCC cells were established by continuous induction. UHPLC-MS/MS, proteomics, and flow cytometry were used to assess the lipid metabolism. ChIP and western blot were used to reflect the interaction of signal transducer and activator of transcription 3 (STAT3) with glycerol-3-phosphate acyltransferase 3 (GPAT3). Gain- and loss-of function studies were applied to explore the mechanism driving sorafenib resistance of HCC. Flow cytometry and CCK8 in vitro, and tumor size in vivo were used to evaluate the sorafenib sensitivity of HCC cells. Results: Our metabolome data revealed a significant enrichment of triglycerides in sorafenib-resistant HCC cells. Further analysis using proteomics and genomics techniques demonstrated a significant increase in the expression of GPAT3 in the sorafenib-resistant groups, which was found to be dependent on the activation of STAT3. The restoration of GPAT3 resensitized HCC cells to sorafenib, while overexpression of GPAT3 led to insensitivity to sorafenib. Mechanistically, GPAT3 upregulation increased triglyceride synthesis, which in turn stimulated the NF-κB/Bcl2 signaling pathway, resulting in apoptosis tolerance upon sorafenib treatment. Furthermore, our in vitro and in vivo studies revealed that pan-GPAT inhibitors effectively reversed sorafenib resistance in HCC cells. Conclusions: Our data demonstrate that GPAT3 elevation in HCC cells reprograms triglyceride metabolism which contributes to acquired resistance to sorafenib, which suggests GPAT3 as a potential target for enhancing the sensitivity of HCC to sorafenib.
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  • 文章类型: Journal Article
    已知NF-κB激酶相互作用蛋白(IKIP)的抑制剂可促进胶质母细胞瘤(GBM)细胞的增殖,但它如何影响这些细胞的迁移和入侵尚不清楚。
    我们在临床样本和公共数据库中比较了神经胶质瘤组织和正常脑组织之间的IKIP水平。我们使用transwell和伤口愈合试验检查了IKIP过表达和敲低对GBM迁移和侵袭的影响。我们比较了这些不同条件下的转录组,以确定所涉及的分子机制。
    根据我们的临床样本和公共数据库的数据,IKIP在GBM肿瘤中过度表达,其表达水平与生存率呈负相关。GBM细胞中IKIP过表达抑制了transwell和伤口愈合试验中的迁移和侵袭,而IKIP敲除产生相反的效果。注射到小鼠脑中的GBM细胞中的IKIP过表达促进了肿瘤生长,但抑制了肿瘤对周围组织的侵袭。IKIP的作用与THBS1mRNA的下调和伴随的THBS1/FAK信号传导的抑制有关。
    IKIP抑制THBS1/FAK信号传导以抑制GBM细胞的迁移和侵袭。
    UNASSIGNED: Inhibitor of NF-κB kinase-interacting protein (IKIP) is known to promote proliferation of glioblastoma (GBM) cells, but how it affects migration and invasion by those cells is unclear.
    UNASSIGNED: We compared levels of IKIP between glioma tissues and normal brain tissue in clinical samples and public databases. We examined the effects of IKIP overexpression and knockdown on the migration and invasion of GBM using transwell and wound healing assays, and we compared the transcriptomes under these different conditions to identify the molecular mechanisms involved.
    UNASSIGNED: Based on data from our clinical samples and from public databases, IKIP was overexpressed in GBM tumors, and its expression level correlated inversely with survival. IKIP overexpression in GBM cells inhibited migration and invasion in transwell and wound healing assays, whereas IKIP knockdown exerted the opposite effects. IKIP overexpression in GBM cells that were injected into mouse brain promoted tumor growth but inhibited tumor invasion of surrounding tissue. The effects of IKIP were associated with downregulation of THBS1 mRNA and concomitant inhibition of THBS1/FAK signaling.
    UNASSIGNED: IKIP inhibits THBS1/FAK signaling to suppress migration and invasion of GBM cells.
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  • 文章类型: Journal Article
    目前,研究了许多长链非编码RNA(lncRNA)作为肿瘤抑制因子在宫颈癌(CC)形成和发展中的作用.然而,lncRNA前列腺癌基因表达标志物1(PCGEM1),高表达不仅可加重卵巢癌的发生,还可诱导肿瘤的发生和子宫内膜癌的进展,在CC中没有研究过。本研究的目的是研究PCGEM1在CC中的表达和潜在作用。通过实时PCR检测PCGEM1在CC细胞中的相对表达。shRNA抑制PCGEM1表达后,扩散的变化,迁移,并通过CCK-8测定检测侵袭能力,EdU分析,和集落形成试验伤口愈合试验。通过蛋白质印迹和免疫荧光测定Transwell测定和上皮-间质转化(EMT)标志物的表达变化。PCGEM1,miR-642a-5p,和驱动蛋白家族成员5B(KIF5B)通过生物信息学分析和荧光素酶报告基因测定得到证实。结果显示PCGEM1在CC细胞内表达上调。细胞活力,迁移,shRNA抑制Hela和SiHa细胞中PCGEM1的表达后,侵袭能力明显降低。N-钙黏着蛋白被沉默了,但sh-PCGEM1升高了E-cadherin的表达。此外,通过在CC中使用miR-642a-5p,PCGEM1被证实为调节KIF5B水平的竞争性内源性RNA(ceRNA)。MiR-642a-5p下调部分挽救了sh-PCGEM1对细胞增殖的抑制作用,迁移,入侵,和EMT流程。总之,PCGEM1/miR-642a-5p/KIF5B信号轴可能是CC的新治疗靶点.本研究为CC的靶向治疗提供了研究基础和新方向。
    At present, the role of many long non-coding RNAs (lncRNAs) as tumor suppressors in the formation and development of cervical cancer (CC) has been studied. However, lncRNA prostate cancer gene expression marker 1 (PCGEM1), whose high expression not only aggravates ovarian cancer but also can induce tumorigenesis and endometrial cancer progression, has not been studied in CC. The objective of this study was to investigate the expression and the underlying role of PCGEM1 in CC. The relative expression of PCGEM1 in CC cells was detected by real-time PCR. After the suppression of PCGEM1 expression by shRNA, the changes in the proliferation, migration, and invasion capacities were detected via CCK-8 assay, EdU assay, and colony formation assay wound healing assay. Transwell assay and the changes in expressions of epithelial-to-mesenchymal transition (EMT) markers were determined by western blot and immunofluorescence. The interplay among PCGEM1, miR-642a-5p, and kinesin family member 5B (KIF5B) was confirmed by bioinformatics analyses and luciferase reporter assay. Results showed that PCGEM1 expressions were up-regulated within CC cells. Cell viabilities, migration, and invasion were remarkably reduced after the suppression of PCGEM1 expression by shRNA in Hela and SiHa cells. N-cadherin was silenced, but E-cadherin expression was elevated by sh-PCGEM1. Moreover, by sponging miR-642a-5p in CC, PCGEM1 was verified as a competitive endogenous RNA (ceRNA) that modulates KIF5B levels. MiR-642a-5p down-regulation partially rescued sh-PCGEM1\'s inhibitory effects on cell proliferation, migration, invasion, and EMT process. In conclusion, the PCGEM1/miR-642a-5p/KIF5B signaling axis might be a novel therapeutic target in CC. This study provides a research basis and new direction for targeted therapy of CC.
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  • 文章类型: Journal Article
    长链非编码RNA是癌症生物学中的重要调节因子,并作为肿瘤抑制因子或癌基因发挥作用。它们的失调与肿瘤发生密切相关。LINC00265在肺腺癌中上调,并且是该癌症的预后生物标志物。然而,其在癌症进展中的作用机制仍知之甚少.
    这里,使用肺癌细胞系检查LINC00265在肺腺癌中的调节作用,临床样本,和异种移植。
    我们发现高水平的LINC00265表达与较短的患者总生存率相关,而LINC00265的敲除抑制癌细胞系的增殖和异种移植物中的肿瘤生长。Westernblot和流式细胞术分析表明LINC00265沉默可诱导自噬和凋亡。此外,我们表明LINC00265与转录共阻遏物开关非依赖性3a(SIN3A)相互作用并稳定,它是一种支架蛋白,以依赖环境的方式充当肿瘤抑制因子或癌基因。沉默SIN3A也降低了肺癌细胞的增殖,这与自噬的诱导有关。这些观察结果提高了LINC00265在肺腺癌中促进SIN3A致癌活性的可能性。
    因此,我们的发现将SIN3A确定为LINC00265相关蛋白,并应有助于理解LINC00265介导的肿瘤发生的潜在机制。
    UNASSIGNED: Long non-coding RNAs are important regulators in cancer biology and function either as tumor suppressors or as oncogenes. Their dysregulation has been closely associated with tumorigenesis. LINC00265 is upregulated in lung adenocarcinoma and is a prognostic biomarker of this cancer. However, the mechanism underlying its function in cancer progression remains poorly understood.
    UNASSIGNED: Here, the regulatory role of LINC00265 in lung adenocarcinoma was examined using lung cancer cell lines, clinical samples, and xenografts.
    UNASSIGNED: We found that high levels of LINC00265 expression were associated with shorter overall survival rate of patients, whereas knockdown of LINC00265 inhibited proliferation of cancer cell lines and tumor growth in xenografts. Western blot and flow cytometry analyses indicated that silencing of LINC00265 induced autophagy and apoptosis. Moreover, we showed that LINC00265 interacted with and stabilized the transcriptional co-repressor Switch-independent 3a (SIN3A), which is a scaffold protein functioning either as a tumor repressor or as an oncogene in a context-dependent manner. Silencing of SIN3A also reduced proliferation of lung cancer cells, which was correlated with the induction of autophagy. These observations raise the possibility that LINC00265 functions to promote the oncogenic activity of SIN3A in lung adenocarcinoma.
    UNASSIGNED: Our findings thus identify SIN3A as a LINC00265-associated protein and should help to understand the mechanism underlying LINC00265-mediated oncogenesis.
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  • 文章类型: Journal Article
    本研究旨在探讨受体酪氨酸激酶样孤儿受体2(ROR2)在三阴性乳腺癌(TNBC)中的作用。
    通过免疫组织化学染色和PCR分析原发性TNBC和转移性TNBC组织中的ROR2表达。通过PCR和Western印迹分析检测TNBC细胞系中的ROR2表达。移民,检测ROR2过表达或敲低的TNBC细胞的侵袭和化学敏感性。
    ROR2在转移性TNBC组织中高表达。ROR2击倒抑制了迁移,TNBC细胞的侵袭和化学抗性。ROR2过表达促进MDA-MB-435细胞的迁移,入侵,和化学抗性。此外,HC1599和MDA-MB-435阿霉素耐药细胞中的ROR2敲低增强了对阿霉素的化学敏感性。ROR2可以激活TNBC细胞中的PI3K/AKT/mTOR信号。
    ROR2上调并通过激活PI3K/AKT/mTOR信号促进TNBC的转移表型。
    UNASSIGNED: This study aimed to investigate the role of receptor tyrosine kinase-like orphan receptor 2 (ROR2) in triple-negative breast cancer (TNBC).
    UNASSIGNED: ROR2 expression in primary TNBC and metastatic TNBC tissues was analyzed by immunohistochemical staining and PCR. ROR2 expression in TNBC cell lines was detected by PCR and Western blot analysis. The migration, invasion and chemosensitivity of TNBC cells with overexpression or knockdown of ROR2 were examined.
    UNASSIGNED: ROR2 expression was high in metastatic TNBC tissues. ROR2 knockdown suppressed the migration, invasion and chemoresistance of TNBC cells. ROR2 overexpression in MDA-MB-435 cells promoted the migration, invasion, and chemoresistance. Moreover, ROR2 knockdown in HC1599 and MDA-MB-435 adriamycin-resistant cells enhanced chemosensitivity to adriamycin. ROR2 could activate PI3K/AKT/mTOR signaling in TNBC cells.
    UNASSIGNED: ROR2 is upregulated and promotes metastatic phenotypes of TNBC by activating PI3K/AKT/mTOR signaling.
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  • 文章类型: Journal Article
    单核细胞在肿瘤发生和发展中起关键作用,它们对前列腺腺癌(PRAD)的影响尚未完全了解。本研究旨在鉴定单核细胞相关的关键基因并阐明其在PRAD中的作用机制。
    利用TCGA-PRAD数据集,使用CIBERSORT评估免疫细胞浸润水平,并分析其与患者预后的相关性。WGCNA方法确定了14个关键的单核细胞相关基因。使用机器学习算法的组合开发了专注于单核细胞的诊断模型,虽然使用LASSO算法创建了一个预后模型,两者都得到了验证。随机森林和梯度增强机挑出CCNA2作为与单核细胞预后相关的最显著基因,通过基因富集分析进一步研究了其功能。HLA-DR高表达单核细胞与PRAD相关性的孟德尔随机化分析.分子对接用于评估CCNA2与PRAD靶向药物的结合亲和力。实验验证证实CCNA2在PRAD中的表达和预后价值。
    基于WGCNA对14个单核细胞相关基因的鉴定,我们使用多种机器学习算法的组合开发了PRAD诊断模型.此外,我们使用LASSO算法构建了一个预后模型,两者都表现出了出色的预测能力。使用随机森林和梯度增强机算法的分析进一步支持CCNA2在PRAD中的潜在预后价值。基因富集分析表明CCNA2与PRAD中细胞周期和细胞衰老的调节有关。孟德尔随机化分析证实表达高水平HLA-DR的单核细胞可促进PRAD。分子对接结果表明CCNA2对靶向PRAD的药物有很强的亲和力。此外,免疫组织化学实验验证了CCNA2在PRAD中的表达上调及其与患者预后的相关性。
    我们的发现为单核细胞异质性及其在PRAD中的作用提供了新的见解。此外,CCNA2具有作为PRAD新型靶向药物的潜力。
    UNASSIGNED: Monocytes play a critical role in tumor initiation and progression, with their impact on prostate adenocarcinoma (PRAD) not yet fully understood. This study aimed to identify key monocyte-related genes and elucidate their mechanisms in PRAD.
    UNASSIGNED: Utilizing the TCGA-PRAD dataset, immune cell infiltration levels were assessed using CIBERSORT, and their correlation with patient prognosis was analyzed. The WGCNA method pinpointed 14 crucial monocyte-related genes. A diagnostic model focused on monocytes was developed using a combination of machine learning algorithms, while a prognostic model was created using the LASSO algorithm, both of which were validated. Random forest and gradient boosting machine singled out CCNA2 as the most significant gene related to prognosis in monocytes, with its function further investigated through gene enrichment analysis. Mendelian randomization analysis of the association of HLA-DR high-expressing monocytes with PRAD. Molecular docking was employed to assess the binding affinity of CCNA2 with targeted drugs for PRAD, and experimental validation confirmed the expression and prognostic value of CCNA2 in PRAD.
    UNASSIGNED: Based on the identification of 14 monocyte-related genes by WGCNA, we developed a diagnostic model for PRAD using a combination of multiple machine learning algorithms. Additionally, we constructed a prognostic model using the LASSO algorithm, both of which demonstrated excellent predictive capabilities. Analysis with random forest and gradient boosting machine algorithms further supported the potential prognostic value of CCNA2 in PRAD. Gene enrichment analysis revealed the association of CCNA2 with the regulation of cell cycle and cellular senescence in PRAD. Mendelian randomization analysis confirmed that monocytes expressing high levels of HLA-DR may promote PRAD. Molecular docking results suggested a strong affinity of CCNA2 for drugs targeting PRAD. Furthermore, immunohistochemistry experiments validated the upregulation of CCNA2 expression in PRAD and its correlation with patient prognosis.
    UNASSIGNED: Our findings offer new insights into monocyte heterogeneity and its role in PRAD. Furthermore, CCNA2 holds potential as a novel targeted drug for PRAD.
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