CD24

CD24
  • 文章类型: Journal Article
    背景:分化簇24(CD24)是一种高度糖基化的糖基磷脂酰肌醇(GPI)锚定的表面蛋白,在各种肿瘤细胞中表达,作为“不要吃我”的信号分子在肿瘤免疫。本研究旨在探讨CD24在泛癌症中的潜在特征。
    方法:使用TIMER分析22种免疫细胞与CD24表达之间的相关性。R包“估计”用于预测泛癌症中免疫和基质细胞的比例。进行Spearman相关性分析以评估CD24表达与免疫检查点之间的关系。趋化因子,失配修复,肿瘤突变负荷和微卫星不稳定性,进行qPCR和蛋白质印迹以评估CD24在肝细胞癌(LIHC)中的表达水平。此外,对LIHC中CD24的生物学评估进行了功能丧失.
    结果:CD24表达与骨髓细胞呈正相关,包括中性粒细胞和骨髓来源的抑制细胞,在各种肿瘤中,如BLCA,HNSC-HPV,HNSC,KICH,KIRC,KIRP,TGCT,THCA,THYM,和UCEC。相比之下,抗肿瘤NK细胞和NKT细胞与BRCA-Her2、ESCA、HNSC-HPV,KIRC,THCA,和THYM。CD24与ImmuneScore相关性最高的前3位肿瘤为TGCT,THCA,SKCM。功能富集分析显示CD24表达与各种免疫相关途径呈负相关。免疫检查点和趋化因子也与CESC中的CD24呈负相关,CHOL,COAD,ESCA,READ,TGCT,和THCA。此外,CD24在大多数肿瘤中过度表达,在BRCA中CD24高表达,LIHC,CESC与不良预后相关。TIDE数据库显示CD24高表达的肿瘤,特别是黑色素瘤,对PD1/PD-L1免疫疗法的反应较低。最后,CD24敲低导致LIHC中增殖受损和细胞周期进展。
    结论:CD24参与免疫浸润的调节,影响患者预后,并作为潜在的肿瘤标志物。
    BACKGROUND: Cluster of differentiation 24 (CD24) is a highly glycosylated glycosylphosphatidylinositol (GPI)-anchored surface protein, expressed in various tumor cells, as a \"don\'t eat me\" signaling molecule in tumor immune. This study aimed to investigate the potential features of CD24 in pan-cancer.
    METHODS: The correlations between 22 immune cells and CD24 expression were using TIMER analysis. R package \"ESTIMATE\" was used to predict the proportion of immune and stromal cells in pan-cancer. Spearman\'s correlation analysis was performed to evaluate the relationships between CD24 expression and immune checkpoints, chemokines, mismatch repair, tumor mutation burden and microsatellite instability, and qPCR and western blot were conducted to assess CD24 expression levels in liver hepatocellular carcinoma (LIHC). In addition, loss of function was performed for the biological evaluation of CD24 in LIHC.
    RESULTS: CD24 expression was positively correlated with myeloid cells, including neutrophils and myeloid-derived suppressor cells, in various tumors, such as BLCA, HNSC-HPV, HNSC, KICH, KIRC, KIRP, TGCT, THCA, THYM, and UCEC. In contrast, anti-tumor NK cells and NKT cells showed a negative association with CD24 expression in BRCA-Her2, ESCA, HNSC-HPV, KIRC, THCA, and THYM. The top three tumors with the highest correlation between CD24 and ImmuneScore were TGCT, THCA, and SKCM. Functional enrichment analysis revealed CD24 expression was negatively associated with various immune-related pathways. Immune checkpoints and chemokines also exhibited inverse correlations with CD24 in CESC, CHOL, COAD, ESCA, READ, TGCT, and THCA. Additionally, CD24 was overexpressed in most tumors, with high CD24 expression in BRCA, LIHC, and CESC correlating with poor prognosis. The TIDE database indicated tumors with high CD24 expression, particularly melanoma, were less responsive to PD1/PD-L1 immunotherapy. Finally, CD24 knockdown resulted in impaired proliferation and cell cycle progression in LIHC.
    CONCLUSIONS: CD24 participates in regulation of immune infiltration, influences patient prognosis and serves as a potential tumor marker.
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  • 文章类型: Journal Article
    背景:基底细胞(BCs)是支气管祖细胞/干细胞,可以再生受损的气道,吸烟者,可能会发生恶性转化。作为肺癌早期阶段的模型,我们着手描述从未吸烟者和从未吸烟者没有癌症的细胞学正常BC生长(对照),以及来自患有解剖学上遥远癌症的吸烟者的正常上皮“领域”,包括肺腺癌(LUAD)和鳞状细胞癌(LUSC)(例)。
    方法:从远离临床或可见病变/肿瘤部位的支气管内冲洗中培养和扩增原代BCs。供体亚组进行了生长测试,形态学,通过qRT-PCR和潜在的分子特征,RNAseq,流式细胞术,免疫荧光,和免疫印迹。
    结果:(a)BC群体包括上皮细胞粘附分子(EpCAM)阳性和阴性细胞亚群;(b)吸烟降低了总体BC增殖,相应地,EpCAMpos/ITGA6pos/CD24pos干细胞分数减少了2.6倍;(c)LUSC供体细胞显示出高达2.8倍的异常BCs增加;(d)AD细胞从LUS期细胞增殖增加。这些差异对应于:(i)不同的NOTCH1/NOTCH2转录物表达和潜在下游(ii)E-cadherin(CDH1)的表达改变,肿瘤蛋白-63(TP63),分泌球蛋白家族1a成员1(SCGB1A1),和毛状/分裂增强子与YRPW基序1(HEY1)相关;(iii)在LUAD供体BCs中减少EPCAM并增加NK2同源盒1(NKX2-1)mRNA的表达。
    结论:这些和其他发现证明了供体年龄的影响,吸烟,和肺癌病例对照状态对BC表型和分子特征的影响,可能提示早期人类肺癌发病过程中Notch信号通路的失调。
    BACKGROUND: Basal cells (BCs) are bronchial progenitor/stem cells that can regenerate injured airway that, in smokers, may undergo malignant transformation. As a model for early stages of lung carcinogenesis, we set out to characterize cytologically normal BC outgrowths from never-smokers and ever-smokers without cancers (controls), as well as from the normal epithelial \"field\" of ever-smokers with anatomically remote cancers, including lung adenocarcinoma (LUAD) and squamous cell carcinoma (LUSC) (cases).
    METHODS: Primary BCs were cultured and expanded from endobronchial brushings taken remote from the site of clinical or visible lesions/tumors. Donor subgroups were tested for growth, morphology, and underlying molecular features by qRT-PCR, RNAseq, flow cytometry, immunofluorescence, and immunoblot.
    RESULTS: (a) the BC population includes epithelial cell adhesion molecule (EpCAM) positive and negative cell subsets; (b) smoking reduced overall BC proliferation corresponding with a 2.6-fold reduction in the EpCAMpos/ITGA6 pos/CD24pos stem cell fraction; (c) LUSC donor cells demonstrated up to 2.8-fold increase in dysmorphic BCs; and (d) cells procured from LUAD patients displayed increased proliferation and S-phase cell cycle fractions. These differences corresponded with: (i) disparate NOTCH1/NOTCH2 transcript expression and altered expression of potential downstream (ii) E-cadherin (CDH1), tumor protein-63 (TP63), secretoglobin family 1a member 1 (SCGB1A1), and Hairy/enhancer-of-split related with YRPW motif 1 (HEY1); and (iii) reduced EPCAM and increased NK2 homeobox-1 (NKX2-1) mRNA expression in LUAD donor BCs.
    CONCLUSIONS: These and other findings demonstrate impacts of donor age, smoking, and lung cancer case-control status on BC phenotypic and molecular traits and may suggest Notch signaling pathway deregulation during early human lung cancer pathogenesis.
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  • 文章类型: Journal Article
    Anastasis是在癌细胞中观察到的一种现象,开始凋亡的细胞能够恢复和存活。这一分子事件越来越被认为是导致癌症转移的潜在因素。促进肿瘤细胞的存活和迁移。然而,用于检测anastasis中癌细胞的特定表面标记的鉴定仍然难以捉摸。在这里,我们报告了我们的观察,即CD24的细胞表面表达优先富集在非贴壁FSClowSChigh黑色素瘤亚群中,其通常被认为是培养的黑素瘤细胞系中的非存活群体。超过90%的非贴壁FSClowSSChighCD24ve转移性黑色素瘤细胞在细胞表面和细胞核中表现出细胞凋亡的真实特征,标记体外培养的转移性黑色素瘤细胞系的凋亡或看似凋亡的亚群。出乎意料的是,然而,CD24+ve亚群,尽管是凋亡的,表现出代谢活动的证据并表现出增殖能力,包括锚定独立生长,当接种在软琼脂糖生长培养基中时。这些发现表明凋亡的FSClowSSChighCD24ve黑色素瘤亚群能够逆转凋亡的进展。我们报道CD24是黑色素瘤细胞中第一个新的细胞表面标记物。
    Anastasis is a phenomenon observed in cancer cells, where cells that have initiated apoptosis are able to recover and survive. This molecular event is increasingly recognized as a potential contributor to cancer metastasis, facilitating the survival and migration of tumor cells. Nevertheless, the identification of a specific surface marker for detecting cancer cells in anastasis remained elusive. Here we report our observation that the cell surface expression of CD24 is preferentially enriched in a non-adherent FSClowSSChigh melanoma subpopulation, which is generally considered a non-viable population in cultivated melanoma cell lines. More than 90% of non-adherent FSClowSSChighCD24+ve metastatic melanoma cells exhibited bonafide features of apoptosis on the cell surface and in the nucleus, marking apoptotic or seemingly apoptotic subpopulations of the in vitro cultivated metastatic melanoma cell lines. Unexpectedly, however, the CD24+ve subpopulation, despite being apoptotic, showed evidence of metabolic activity and exhibited proliferative capacities, including anchorage-independent growth, when inoculated in soft agarose growth medium. These findings indicate that apoptotic FSClowSSChighCD24+ve melanoma subpopulations are capable of reversing the progression of apoptosis. We report CD24 as the first novel cell surface marker for anastasis in melanoma cells.
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  • 文章类型: Journal Article
    癌症免疫疗法通过利用免疫系统的力量来对抗恶性肿瘤,彻底改变了治疗领域。该领域最有前途的两个参与者是分化簇24(CD24)和唾液酸结合Ig样凝集素10(Siglec-10),两者都在调节免疫反应中起着关键作用。CD24,一种细胞表面糖蛋白,作为治疗干预的令人信服的基本信号转换器,鉴于其在与肿瘤进展和免疫原性逃避相关的过程中的重要意义。此外,Siglec-10是免疫受体Siglec家族中的一个重要成员,最近已经成为一个关键的兴趣点,特别是在肿瘤微环境的背景下。因此,CD24和Siglec-10的复杂相互作用在促进肿瘤生长中发挥关键作用,促进转移和协调免疫逃避。最近的研究发现了多种证据支持在癌症治疗中靶向CD24的治疗潜力。另一方面,Siglec-10,表现出免疫抑制特性,有助于肿瘤微环境内的免疫耐受。因此,我们深入研究了Siglec-10调节免疫应答和促进癌症免疫逃逸的复杂机制.Siglec-10还可以作为癌症免疫疗法的可行靶标,并为开发治疗性干预措施提供了新的途径。此外,我们研究了CD24和Siglec-10在塑造免疫抑制肿瘤微环境方面的协同作用,并讨论了联合治疗的意义.因此,了解CD24和Siglec-10在癌症免疫治疗中的作用为开发新的治疗方法开辟了令人兴奋的可能性.
    Cancer immunotherapy has revolutionized the treatment landscape by harnessing the power of the immune system to combat malignancies. Two of the most promising players in this field are cluster of differentiation 24 (CD24) and sialic acid-binding Ig-like lectin 10 (Siglec-10), and both of them play pivotal roles in modulating immune responses. CD24, a cell surface glycoprotein, emerges as a convincing fundamental signal transducer for therapeutic intervention, given its significant implication in the processes related to tumour progression and immunogenic evasion. Additionally, the immunomodulatory functions of Siglec-10, a prominent member within the Siglec family of immune receptors, have recently become a crucial point of interest, particularly in the context of the tumour microenvironment. Hence, the intricate interplay of both CD24 and Siglec-10 assumes a critical role in fostering tumour growth, facilitating metastasis and also orchestrating immune evasion. Recent studies have found multiple evidences supporting the therapeutic potential of targeting CD24 in cancer treatment. Siglec-10, on the other hand, exhibits immunosuppressive properties that contribute to immune tolerance within the tumour microenvironment. Therefore, we delve into the complex mechanisms through which Siglec-10 modulates immune responses and facilitates immune escape in cancer. Siglec-10 also acts as a viable target for cancer immunotherapy and presents novel avenues for the development of therapeutic interventions. Furthermore, we examine the synergy between CD24 and Siglec-10 in shaping the immunosuppressive tumour microenvironment and discuss the implications for combination therapies. Therefore, understanding the roles of CD24 and Siglec-10 in cancer immunotherapy opens exciting possibilities for the development of novel therapeutics.
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  • 文章类型: Journal Article
    乳腺癌干细胞(BCSCs)作为一种肿瘤细胞能够自我再生,导致细胞凋亡抵抗和癌症复发。据报道,BCSC含有较低水平的与干性能力相关的活性氧(ROS)。已经提出了Caesalpiniasappan对几种癌细胞的化学预防效力。本研究旨在评价苏木提取物(CSE)对细胞毒性的影响,凋亡诱导,ROS生成,MDA-MB-231及其BCSC的干性标记。
    Caesalpiniasappan在用甲醇浸渍下提取。磁激活细胞分选用于基于CD44+和CD24-细胞表面表达分离BCSC。MTT试验用于评估CSE对MDA-MB-231和BCSC的细胞毒性作用。此外,流式细胞术用于检测细胞周期分布,凋亡,ROS水平,和CD44/CD24水平。使用qRT-PCR,干性标记NANOG的基因表达,评估SOX-2、OCT-4和c-MYC。
    我们发现MDA-MB-231含有80%的BCSC,CSE对BCSC的细胞毒性比MDA-MB-231更强。CSE通过增加ROS水平引起MDA-MB-231和BCSC细胞凋亡。此外,CSE显着降低了MDA-MB-231干性标志物CD44/CD24-和BCSC中细胞的多能标志物的mRNA水平。
    CSE可能会降低BCSCs的干性,这可能是由ROS水平的升高和干性转录表达水平的降低介导的。
    UNASSIGNED: Breast cancer stem cells (BCSCs) as a kind of tumor cells are able to regenerate themselves, leading to apoptosis resistance and cancer relapse. It was reported that BCSCs contain lower levels of reactive oxygen species (ROS) associated with stemness capability. Caesalpinia sappan has been proposed for its chemopreventive potency against several cancer cells. This study aimed to evaluate the effects of Caesalpinia sappan extract (CSE) on cytotoxicity, apoptosis induction, ROS generation, and stemness markers of MDA-MB-231 and its BCSCs.
    UNASSIGNED: Caesalpinia sappan was extracted under maceration with methanol. Magnetic-activated cell sorting was used to isolate BCSCs based on CD44+ and CD24- cell surface expression. The MTT test was used to assess the cytotoxic effects of CSE on MDA-MB-231 and BCSCs. Moreover, flow cytometry was used to examine the cell cycle distribution, apoptosis, ROS level, and CD44/CD24 level. Using qRT-PCR, the gene expression of the stemness markers NANOG, SOX-2, OCT-4, and c-MYC was assessed.
    UNASSIGNED: We found that MDA-MB-231 contains 80% of the BCSCs population, and CSE showed more potent cytotoxicity toward BCSCs than MDA-MB-231. CSE caused apoptosis in MDA-MB-231 and BCSCs cells by increasing the level of ROS. Furthermore, CSE significantly reduced the MDA-MB-231 stemness marker CD44+/CD24- and the mRNA levels of pluripotent markers of cells in BCSCs.
    UNASSIGNED: CSE potentially reduces BCSCs stemness, which may be mediated by the elevation of the ROS levels and reduction of the expression levels of stemness transcription.
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  • 文章类型: Journal Article
    背景:CD24是一种高度糖基化的糖基磷脂酰肌醇锚定膜蛋白,在肿瘤进展中起重要作用。本研究的目的是探讨CD24的异常表达对细胞增殖的影响。乳腺癌(BC)细胞的迁移和侵袭,以及调节乳腺癌CD24表达的分子机制。
    方法:采用生物信息学方法预测CD24在BC中的表达水平及其与BC发生发展的关系。IHC,RT-qPCR和WB检测BC组织和细胞中CD24的表达。通过CCK-8和集落形成试验评价CD24的增殖,并通过伤口愈合和transwell评估CD24的迁移和侵袭。此外,通过皮下肿瘤发生实验进一步评估CD24对体内BC恶性程度的影响。通过荧光素酶报告基因测定来测量分子机制,生物素标记的miRNA下拉试验,RIP,和西方印迹。
    结果:结果显示CD24在乳腺癌组织和细胞系中高表达,体内和体外敲除CD24可以抑制细胞增殖,BC细胞的迁移和侵袭。机械上,转录因子ZNF460通过与CD24启动子结合促进其表达,ZNF460的表达受miR-125a-5p调控,通过靶向ZNF460的3'UTR抑制其表达。此外,LINC00525充当ceRNA海绵来吸附miR-125a-5p并调节其表达。
    结论:CD24过表达参与了BC的发生发展和预后不良,可作为治疗BC的潜在靶点,为BC的治疗提供理论依据。
    BACKGROUND: CD24 is a highly glycosylated glycosylphosphatidylinositol anchored membrane protein that plays an important role in tumor progression. The aim of this study was to investigate the effect of abnormal expression of CD24 on the proliferation, migration and invasion of breast cancer (BC) cells, and the molecular mechanism of regulating CD24 expression in breast cancer.
    METHODS: The bioinformatics method was used to predict the expression level of CD24 in BC and its relationship with the occurrence and development of BC. IHC, RT-qPCR and WB were used to detect the expression of CD24 in BC tissues and cells. The proliferation of CD24 was evaluated by CCK-8 and colony formation assay, and the migration and invasion of CD24 were evaluated by wound healing and transwell. In addition, the effect of CD24 on the malignancy of BC in vivo was further evaluated by subcutaneous tumorigenesis assay. Molecular mechanisms were measured by luciferase reporter assays, biotin-labeled miRNA pull-down assay, RIP, and western blotting.
    RESULTS: The results show that CD24 is highly expressed in breast cancer tissues and cell lines, and knockdown of CD24 in vivo and in vitro can inhibit the proliferation, migration and invasion of BC cells. Mechanistically, the transcription factor ZNF460 promotes its expression by binding to the CD24 promoter, and the expression of ZNF460 is regulated by miR-125a-5p, which inhibits its expression by targeting the 3\'UTR of ZNF460. In addition, LINC00525 acts as a ceRNA sponge to adsorb miR-125a-5p and regulate its expression.
    CONCLUSIONS: Overexpression of CD24 is involved in the development and poor prognosis of BC, which can be used as a potential target for the treatment of BC and provide a theoretical basis for the treatment of BC.
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  • 文章类型: Journal Article
    CD24是在多种组织和细胞类型中表达的糖基磷脂酰肌醇锚定蛋白。它参与多种生理和病理过程,包括细胞粘附,迁移,分化,和凋亡。此外,CD24已经在癌症的背景下进行了广泛的研究,在那里发现它在肿瘤生长中起作用,入侵,和转移。近年来,人们对CD24作为癌症治疗的潜在治疗靶点的兴趣与日俱增.这篇综述总结了CD24的最新知识,包括其结构,函数,以及它在癌症中的作用。最后,我们提供了对CD24潜在临床应用的见解,并讨论了开发靶向癌症治疗的可能方法.
    CD24 is a glycosylphosphatidylinositol-anchored protein that is expressed in a wide range of tissues and cell types. It is involved in a variety of physiological and pathological processes, including cell adhesion, migration, differentiation, and apoptosis. Additionally, CD24 has been studied extensively in the context of cancer, where it has been found to play a role in tumor growth, invasion, and metastasis. In recent years, there has been growing interest in CD24 as a potential therapeutic target for cancer treatment. This review summarizes the current knowledge of CD24, including its structure, function, and its role in cancer. Finally, we provide insights into potential clinical application of CD24 and discuss possible approaches for the development of targeted cancer therapies.
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  • 文章类型: Journal Article
    越来越多的证据表明CD24在肿瘤进展中的重要性。但其在食管鳞状细胞癌(ESCC)中的作用和机制尚不清楚。本研究旨在探索CD24作为ESCC新型预测生物标志物的潜力。以及其在转移和5-FU化疗耐药中的机制和治疗意义。通过使用组织微阵列和免疫组织化学,我们发现CD24在ESCC肿瘤组织中的表达高于配对的非肿瘤组织,进一步表明CD24与不良预后显著相关.CD24在体外和体内显着促进转移和5-FU化疗耐药。机械上,CD24与GIT2竞争结合Arf6,并稳定Arf6-GTP以激活随后的ERK途径,从而促进癌症进展。此外,在临床ESCC组织中观察到CD24和p-ERK之间的显著正相关.总之,这项研究不仅揭示了CD24作为Arf6活性的调节因子,但也揭示了CD24-Arf6-ERK信号轴作为ESCC进展的新机制。我们的发现表明CD24是ESCC中一个有前途的生物标志物和治疗靶点。
    Increasing evidence suggests the importance of CD24 in tumor progression, but its role and mechanism in esophageal squamous cell carcinoma (ESCC) remain unclear. The present study aims to explore the potential of CD24 as a novel predictive biomarker in ESCC, as well as its mechanism and therapeutic implications in metastasis and 5-FU chemoresistance. By using tissue microarray and immunohistochemistry, we found that CD24 expression was higher in ESCC tumor tissues than paired non-tumor tissues, further indicating that CD24 was markedly associated with poor prognosis. CD24 significantly promoted metastasis and 5-FU chemoresistance in vitro and in vivo. Mechanistically, CD24 competes with GIT2 to bind to Arf6, and stabilizes Arf6-GTP to activate the subsequent ERK pathway, thus promoting cancer progression. In addition, a significant positive correlation between CD24 and p-ERK was observed in clinical ESCC tissues. In summary, this study not only reveals CD24 as a regulatory factor for Arf6 activity, but also uncovers CD24-Arf6-ERK signaling axis as a novel mechanism of ESCC progression. Our findings suggest CD24 as a promising biomarker and therapeutic target in ESCC.
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  • 文章类型: Journal Article
    L型氨基酸转运蛋白1(LAT1)在多种恶性肿瘤中特异性表达,有助于必需氨基酸的运输,如亮氨酸,并调节哺乳动物雷帕霉素靶蛋白(mTOR)信号通路。我们使用LAT1的特异性抑制剂JPH203研究了LAT1在前列腺癌中的表达谱和功能作用。LAT1在去势抵抗前列腺癌(CRPC)细胞中高表达,包括C4-2和PC-3细胞,但其在去势敏感性LNCaP细胞中的表达水平较低。JPH203显著抑制CRPC细胞中的[14C]亮氨酸摄取,但在LNCaP细胞中没有作用。JPH203抑制增殖,迁移,和CRPC细胞而不是LNCaP细胞的侵袭。在C4-2细胞中,通过RNA测序将分化簇(CD)24鉴定为JPH203的新下游靶标。CD24以JPH203浓度依赖性方式下调并抑制Wnt/β-连环蛋白信号通路的激活。此外,体内研究显示JPH203在去势环境中抑制C4-2细胞的增殖。本研究结果表明,JPH203可能通过mTOR和CD24在CRPC细胞中发挥其抗肿瘤作用。
    L-type amino acid transporter 1 (LAT1) is specifically expressed in many malignancies, contributes to the transport of essential amino acids, such as leucine, and regulates the mammalian target of rapamycin (mTOR) signaling pathway. We investigated the expression profile and functional role of LAT1 in prostate cancer using JPH203, a specific inhibitor of LAT1. LAT1 was highly expressed in castration-resistant prostate cancer (CRPC) cells, including C4-2 and PC-3 cells, but its expression level was low in castration-sensitive LNCaP cells. JPH203 significantly inhibited [14C] leucine uptake in CRPC cells but had no effect in LNCaP cells. JPH203 inhibited the proliferation, migration, and invasion of CRPC cells but not of LNCaP cells. In C4-2 cells, Cluster of differentiation (CD) 24 was identified by RNA sequencing as a novel downstream target of JPH203. CD24 was downregulated in a JPH203 concentration-dependent manner and suppressed activation of the Wnt/β-catenin signaling pathway. Furthermore, an in vivo study showed that JPH203 inhibited the proliferation of C4-2 cells in a castration environment. The results of this study indicate that JPH203 may exert its antitumor effect in CRPC cells via mTOR and CD24.
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  • 文章类型: Journal Article
    背景:肿瘤免疫治疗给乳腺癌患者带来了新的光明和活力,但低反应率和治疗靶点的局限性成为其临床应用的主要障碍。近年来研究表明,CD24参与了乳腺癌肿瘤免疫调节的重要过程,是有希望的免疫治疗靶点。
    方法:在本研究中,在t分布随机邻居嵌入(t-SNE)方法之后,使用singleR注释每个细胞亚群。通过Monocle2包和CellChat分析了伪时间跟踪分析和细胞通讯,分别。使用几种机器学习方法构建了基于CD24相关基因的预后模型。多重定量免疫荧光(MQIF)用于评估CD24+PANCK+细胞和耗尽的CD8+T细胞之间的空间关系。
    结果:基于scRNA-seq分析,1488个CD24相关的差异基因被鉴定,并结合大量RNA-seq数据构建了由15个预后特征基因组成的风险模型。根据中位风险评分将患者分为高危组和低危组。免疫景观分析显示,低危组免疫促进细胞浸润较高,免疫反应性较强。细胞通讯的成果显示CD24+上皮细胞与CD8+T细胞之间有很强的互相感化。随后的MQIF在乳腺癌中证明了CD24+PANCK+和耗尽的CD8+T细胞与FOXP3+之间的强相互作用。此外,CD24+PANCK+和CD8+FOXP3+T细胞与较低的存活率呈正相关。
    结论:本研究强调了CD24+乳腺癌细胞在临床预后和免疫抑制微环境中的重要性。这可能为改善患者预后提供新的方向。
    BACKGROUND: Tumor immunotherapy brings new light and vitality to breast cancer patients, but low response rate and limitations of therapeutic targets become major obstacles to its clinical application. Recent studies have shown that CD24 is involved in an important process of tumor immune regulation in breast cancer and is a promising target for immunotherapy.
    METHODS: In this study, singleR was used to annotate each cell subpopulation after t-distributed stochastic neighbor embedding (t-SNE) methods. Pseudo-time trace analysis and cell communication were analyzed by Monocle2 package and CellChat, respectively. A prognostic model based on CD24-related genes was constructed using several machine learning methods. Multiple quantitative immunofluorescence (MQIF) was used to evaluate the spatial relationship between CD24+PANCK+cells and exhausted CD8+T cells.
    RESULTS: Based on the scRNA-seq analysis, 1488 CD24-related differential genes were identified, and a risk model consisting of 15 prognostic characteristic genes was constructed by combining the bulk RNA-seq data. Patients were divided into high- and low-risk groups based on the median risk score. Immune landscape analysis showed that the low-risk group showed higher infiltration of immune-promoting cells and stronger immune reactivity. The results of cell communication demonstrated a strong interaction between CD24+epithelial cells and CD8+T cells. Subsequent MQIF demonstrated a strong interaction between CD24+PANCK+ and exhausted CD8+T cells with FOXP3+ in breast cancer. Additionally, CD24+PANCK+ and CD8+FOXP3+T cells were positively associated with lower survival rates.
    CONCLUSIONS: This study highlights the importance of CD24+breast cancer cells in clinical prognosis and immunosuppressive microenvironment, which may provide a new direction for improving patient outcomes.
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