pan-cancer analysis

泛癌症分析
  • 文章类型: Editorial
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  • 文章类型: Journal Article
    转录因子3(TCF3),TCF/LEF家族的关键成员,在肿瘤发生中起着至关重要的作用。尽管如此,其对肿瘤微环境(TME)和癌症表型的影响仍然难以捉摸。我们对TCF3表达进行了详尽的分析,DNA变异谱,预后影响,以及与TME和免疫学方面的关联。这项研究基于大规模的泛癌症队列,涵盖来自多个独立数据集的17,000多名癌症患者,通过体外试验验证。我们的结果表明TCF3/4/7在整个癌症分析中表现出正常和肿瘤组织之间的差异表达模式。对不同癌症类型的TCF3的突变分析揭示了胆道癌的最高变化率。此外,发现TCF3/4/7中的突变和单核苷酸变体对患者预后产生不同的影响.重要的是,TCF3在所有癌症队列和接受免疫检查点抑制剂的患者中成为生存的强大预测因子。TCF3表达升高与更具侵袭性的癌症亚型相关,通过免疫组织化学和不同队列数据验证。此外,TCF3表达与肿瘤内异质性和血管生成呈正相关。体外研究表明,TCF3参与上皮-间质转化,迁移,入侵,和血管生成。这些作用可能是通过TCF3与NF-κB/MMP2通路的相互作用介导的,在人葡萄膜黑色素瘤MUM2B细胞中由IL-17A调节。这项研究阐明了,第一次,TCF3与DNA变异谱的显著关联,预后结果,和多种癌症背景下的TME。TCF3有望成为诊断的分子标志物,并成为新型治疗策略的潜在靶标。尤其是葡萄膜黑色素瘤。
    Transcription factor 3 (TCF3), a pivotal member of the TCF/LEF family, plays a critical role in tumorigenesis. Nonetheless, its impact on the tumor microenvironment (TME) and cancer phenotypes remains elusive. We perform an exhaustive analysis of TCF3 expression, DNA variation profiles, prognostic implications, and associations with the TME and immunological aspects. This study is based on a large-scale pan-cancer cohort, encompassing over 17,000 cancer patients from multiple independent datasets, validated by in vitro assays. Our results show that TCF3/4/7 exhibits differential expression patterns between normal and tumor tissues across pan-cancer analyses. Mutational analysis of TCF3 across diverse cancer types reveals the highest alteration rates in biliary tract cancer. Additionally, mutations and single nucleotide variants in TCF3/4/7 are found to exert varied effects on patient prognosis. Importantly, TCF3 emerges as a robust predictor of survival across all cancer cohorts and among patients receiving immune checkpoint inhibitors. Elevated TCF3 expression is correlated with more aggressive cancer subtypes, as validated by immunohistochemistry and diverse cohort data. Furthermore, TCF3 expression is positively correlated with intratumoral heterogeneity and angiogenesis. In vitro investigations demonstrate that TCF3 is involved in epithelial-mesenchymal transition, migration, invasion, and angiogenesis. These effects are likely mediated through the interaction of TCF3 with the NF-κB/MMP2 pathway, which is modulated by IL-17A in human uveal melanoma MUM2B cells. This study elucidates, for the first time, the significant associations of TCF3 with DNA variation profiles, prognostic outcomes, and the TME in multiple cancer contexts. TCF3 holds promise as a molecular marker for diagnosis and as a potential target for novel therapeutic strategies, particularly in uveal melanoma.
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  • 文章类型: Journal Article
    目的:最近的研究越来越多地将Ephrin受体B2(EPHB2)与癌症进展联系起来。然而,对EPHB2在各种癌症中的免疫学作用和预后意义的全面研究仍然缺乏。
    方法:我们使用各种数据库和生物信息学工具来研究EPHB2对预后的影响,免疫浸润,基因组不稳定,和对免疫疗法的反应。EPHB2表达和M2巨噬细胞之间的相关性的验证包括使用大量和单细胞转录组数据集的分析,空间转录组学,和多重荧光染色。此外,我们使用cMap网络工具筛选EPHB2靶向化合物,并通过分子对接和动力学模拟评估其潜力.此外,使用肺腺癌(LUAD)细胞系进行体外验证,以确认有关EPHB2的生物信息学预测。
    结果:在多种癌症类型中观察到EPHB2失调,在那里它表现出显著的诊断和预后价值。基因集富集分析(GSEA)表明EPHB2参与增强细胞增殖,癌细胞的侵袭,和抗癌免疫反应的调节。此外,它是M2巨噬细胞浸润的泛癌症标志物,由转录组学和多重荧光染色的综合分析支持。在LUAD细胞中,EPHB2表达的敲低导致细胞增殖和迁移活性降低。
    结论:EPHB2表达可能是M2巨噬细胞浸润的关键指标,提供对各种癌症的肿瘤动力学和进展的重要见解,包括肺腺癌,强调其重要的预后和治疗潜力,以供进一步探索。
    OBJECTIVE: Recent studies have increasingly linked Ephrin receptor B2 (EPHB2) to cancer progression. However, comprehensive investigations into the immunological roles and prognostic significance of EPHB2 across various cancers remain lacking.
    METHODS: We employed various databases and bioinformatics tools to investigate the impact of EPHB2 on prognosis, immune infiltration, genome instability, and response to immunotherapy. Validation of the correlation between EPHB2 expression and M2 macrophages included analyses using bulk and single-cell transcriptomic datasets, spatial transcriptomics, and multi-fluorescence staining. Moreover, we performed cMap web tool to screen for EPHB2-targeted compounds and assessed their potential through molecular docking and dynamics simulations. Additionally, in vitro validation using lung adenocarcinoma (LUAD) cell lines was conducted to confirm the bioinformatics predictions about EPHB2.
    RESULTS: EPHB2 dysregulation was observed across multiple cancer types, where it demonstrated significant diagnostic and prognostic value. Gene Set Enrichment Analysis (GSEA) indicated that EPHB2 is involved in enhancing cellular proliferation, invasiveness of cancer cells, and modulation of the anti-cancer immune response. Furthermore, it is emerged as a pan-cancer marker for M2 macrophage infiltration, supported by integrated analyses of transcriptomics and multiple fluorescence staining. In LUAD cells, knockdown of EPHB2 expression led to a decrease in both cell proliferation and migratory activity.
    CONCLUSIONS: EPHB2 expression may serve as a pivotal indicator of M2 macrophage infiltration, offering vital insights into tumor dynamics and progression across various cancers, including lung adenocarcinoma, highlighting its significant prognostic and therapeutic potential for further exploration.
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  • 文章类型: Journal Article
    背景:细胞周期蛋白D1(CCND1)在细胞周期调节中起着至关重要的作用,并且与各种癌症有关。众所周知,癌症是由基因组中有害变异的积累引起的。在这项研究中,我们阐明了CCND1在癌症诊断和进展中的作用,并旨在提供跨多种癌症类型的CCND1的全面分析。专注于它的表达,临床相关性,DNA甲基化状态,预后影响,遗传改变,和免疫浸润。
    方法:使用TIMER对33种癌症类型进行了CCND1的基因表达分析,GEPIA,和UALCAN数据库。研究临床参数以评估其与CCND1表达的相关性。使用UALCAN和GSCA数据库进行甲基化分析,以研究CCND1启动子甲基化与基因表达之间的关系及其与生存的关系。进行免疫浸润和存活分析以探索CCND1表达在各种癌症中的预后意义。统计检验,如Cox比例风险模型和Kaplan-Meier分析,用于评估生存结果。此外,我们使用cBioPortal数据库进行了基因改变分析,以检查不同癌症类型中CCND1改变的患病率和类型.
    结果:与正常组织相比,CCND1在13种癌症中的表达显著升高,在不同的癌症类型中观察到不同的模式。它在BLCA中高度表达,CHOL,COAD,ESCA,GBM,HNSC,KIRC,PAAD,RRAD,READ,STAD,THCA,和UCEC。对临床参数的研究揭示了CCND1表达与年龄等因素之间的关联。性别,种族,和癌症阶段。甲基化分析强调了在13种选定的癌症类型中CCND1的低甲基化。生存分析确定了不同癌症中CCND1表达的有利和不利预后意义,并揭示了CCND1的高表达与HNSC和PAAD的不良预后相关。虽然CCND1的高表达与KIRC的良好预后相关,STAD,THCA,和UCEC。在各种癌症的免疫浸润分析中,在免疫细胞类型和肿瘤纯度之间观察到许多统计学上显著的相关性.例如,在BLCA,中性粒细胞和树突状细胞与巨噬细胞呈显著正相关,呈负相关.在CHOL患者中,免疫细胞类型均无显著相关性。在其他癌症类型中观察到类似的统计意义,比如COAD,HNSC,GBM,KIRC,PAAD,PRAD,READ,STAD,不同的免疫细胞类型。遗传改变分析显示,扩增是CCND1的主要遗传改变类型,在不同癌症类型中观察到特定模式。
    结论:这项研究的发现为CCND1在癌症诊断和进展中的作用提供了有价值的见解。以及其靶向治疗的潜力。CCND1可以用作COAD的潜在诊断生物标志物,ESCA,KIRC,READ,STAD,和THCA阶段。此外,CCND1可作为HNSC的潜在预后生物标志物,KIRC,和PAAD。此外,CCND1甲基化与表达的相关性可作为ESCA的潜在诊断和预后标志物,HNSC,和STAD。
    BACKGROUND: Cyclin D1 (CCND1) plays a crucial role in cell cycle regulation and has been implicated in various cancers. As is well known, cancer is caused by the accumulation of detrimental variations in the genome. In this study, we shed light on the role of CCND1 in the diagnosis and progression of cancer and aimed to provide a comprehensive analysis of CCND1 across multiple cancer types, focusing on its expression, clinical correlations, DNA methylation status, prognostic implications, genetic alterations, and immune infiltration.
    METHODS: Gene expression analysis of CCND1 was conducted across 33 cancer types using the TIMER, GEPIA, and UALCAN databases. Clinical parameters were investigated to assess their correlations with CCND1 expression. Methylation analysis was performed using the UALCAN and GSCA databases to investigate the relationship between CCND1 promoter methylation and gene expression and their association with survival. Immune infiltration and survival analyses were performed to explore the prognostic implications of CCND1 expression in various cancers. Statistical tests, such as the Cox proportional hazards model and the Kaplan-Meier analysis, were used to assess survival outcomes. Additionally, genetic alteration analysis was performed using the cBioPortal database to examine the prevalence and types of CCND1 alterations across different cancer types.
    RESULTS: CCND1 expression was significantly elevated in 13 cancers compared to normal tissues, with distinct patterns observed across different cancer types. It is highly expressed in BLCA, CHOL, COAD, ESCA, GBM, HNSC, KIRC, PAAD, RRAD, READ, STAD, THCA, and UCEC. The investigation of clinical parameters revealed associations between CCND1 expression and factors such as age, gender, race, and cancer stage. The methylation analysis highlighted hypomethylation of CCND1 across the 13 selected cancer types. The survival analysis identified both favorable and unfavorable prognostic implications of CCND1 expression in different cancers and revealed that a high expression of CCND1 was associated with a poor prognosis in HNSC and PAAD, while a high expression of CCND1 was associated with a good prognosis in KIRC, STAD, THCA, and UCEC. In the immune infiltration analysis of various cancers, many statistically significant correlations were observed between the immune cell types and tumor purity. For example, in BLCA, neutrophils and dendritic cells showed statistically significant positive correlations and a negative correlation with macrophages. While in CHOL patients, none of the immune cell types showed a significant correlation. Similar statistical significance was observed in other cancer types, such as COAD, HNSC, GBM, KIRC, PAAD, PRAD, READ, and STAD, with different immune cell types. The genetic alteration analysis revealed that amplification was the predominant genetic alteration type in CCND1, with specific patterns observed in different cancer types.
    CONCLUSIONS: The findings of this study provide valuable insights into the role of CCND1 in cancer diagnosis and progression, and its potential for targeted therapies. CCND1 could be used as a potential diagnostic biomarker for the COAD, ESCA, KIRC, READ, STAD, and THCA stages. Furthermore, CCND1 could be used as a potential prognostic biomarker for HNSC, KIRC, and PAAD. Also, the correlation between CCND1 methylation and expression could be used as a potential diagnostic and prognostic biomarker for ESCA, HNSC, and STAD.
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  • 文章类型: Journal Article
    最近,无机焦磷酸酶2(PPA2)在许多肿瘤中的作用仅停留在表面。因此,目的是分析PPA2在泛癌症中的潜在功能,关注其在乳腺癌中的作用。
    主要利用各种开放数据库如TCGA和GTEx进行的系统性泛癌症分析。我们探讨了PPA2的临床价值以及各种生物学功能,包括表达水平和亚细胞定位,多维免疫相关分析,共表达网络,和基因异质性。此外,我们不仅通过细胞实验验证了PPA2的功能,还在单细胞水平分析了PPA2及其药物敏感性.
    PPA2在各种肿瘤中异常表达,它主要分布在线粒体中。此外,指标(操作系统,DSS,DFI,和PFI)的分析提示PPA2具有显着的预后价值。同时,基因组异质性(包括TMB,MSI,MATH,分析了泛癌中PPA2的NEO)。在多个肿瘤中,结果显示,PPA2表达水平与不同的免疫特征(如免疫细胞浸润)密切相关.所有这些都表明PPA2有可能应用于指导免疫治疗。我们也证明PPA2增进了乳腺癌的进程。最后,揭示了一些靶向PPA2异常表达的潜在治疗剂(如氟维司群).
    总而言之,结果证明了PPA2在泛癌症研究中的巨大价值,以及它作为乳腺肿瘤治疗靶点的潜力。
    UNASSIGNED: Recently, the role of inorganic pyrophosphatase 2 (PPA2) has been remaining merely superficial in many tumors. Hence, the aim was to analyze the potential functions of PPA2 in pan-cancer, focusing on its role in breast cancer.
    UNASSIGNED: A systematic pan-cancer analysis conducted primarily utilizing various open databases such as TCGA and GTEx. We explored the clinical value of PPA2 as well as various biological functions, including expression levels and subcellular localization, multi-dimensional immune-correlation analysis, co-expression networks, and gene heterogeneity. In addition, we not only verified the function of PPA2 through cell experiments but also analyzed PPA2 at the single-cell level and its drug sensitivity.
    UNASSIGNED: PPA2 is abnormally expressed in various tumors, and it is mainly distributed in mitochondria. Furthermore, the indicators (OS, DSS, DFI, and PFI) of analysis hint that PPA2 exhibits significant prognostic value. At the same time, the genomic heterogeneity (including TMB, MSI, MATH, and NEO) of PPA2 in pan-cancer was analyzed. Across multiple tumors, the results showed a close correlation between PPA2 expression levels and different immune signatures (such as immune cell infiltration). All of these indicate that PPA2 could potentially be applied in the guidance of immunotherapy. We also have demonstrated that PPA2 promoted the process of breast cancer. Finally, some potential therapeutic agents (such as Fulvestrant) targeting the abnormal expression of PPA2 are revealed.
    UNASSIGNED: In conclusion, the results demonstrated the great value of PPA2 in pan-cancer research, as well as its potential as a therapeutic target for breast tumors.
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  • 文章类型: Journal Article
    据报道,香叶基香叶基二磷酸合酶1(GGPS1)的缺失可以抑制多种细胞的增殖。尽管新出现的证据表明GGPS1与癌症之间存在相关性,迄今为止尚未进行泛癌症分析.本研究使用来自癌症基因组图谱人类临床数据库的数据探索了GGPS1的潜在肿瘤发生。在几种癌症类型中,GGPS1的表达在RNA和蛋白质水平上显著上调,尤其是在乳腺癌(BRCA),(肝)肝细胞癌(LIHC/HCC)和肺腺癌(LUAD)。扩增是在侵袭性BRCA中观察到的最常见的遗传改变形式,卵巢上皮性肿瘤和肝癌。此外,GGPS1表达升高与包括LIHC在内的多种癌症类型患者的不良预后和总生存期显著相关.GGPS1表达还与几种癌症类型的癌症相关成纤维细胞(CAFs)浸润有关,比如BRCA和LUAD.此外,癌症中GGPPS相互作用蛋白和GGPS1相关基因在萜类骨架生物合成中功能富集,类固醇生物合成,和代谢途径。这些结果表明,GGPS1可能在促进肿瘤发生和发展中起作用。特别是在BRCA和LUAD,并可能在类固醇生物合成和代谢途径中发挥作用。
    The deletion of geranylgeranyl diphosphate synthase 1 (GGPS1) has been reported to inhibit the proliferation of multiple cells. Although emerging evidence has demonstrated a correlation between GGPS1 and cancer, no pan-cancer analysis has been conducted to date. This study explored the potential tumorigenesis of GGPS1 using data from the cancer genome atlas human clinical database. GGPS1 expression was considerably upregulated at both the RNA and protein levels in several cancer types, especially in breast carcinoma (BRCA), (liver) hepatocellular carcinoma (LIHC/HCC) and lung adenocarcinoma (LUAD). Amplification is the most common form of genetic alteration observed in invasive BRCA, ovarian epithelial tumor and HCC. Additionally, elevated GGPS1 expression was markedly related to poor patient prognosis and overall survival in several cancer types including LIHC. GGPS1 expression was also linked to cancer-associated fibroblasts (CAFs) infiltration in several cancer types, such as BRCA and LUAD. Moreover, GGPPS-interacting proteins and GGPS1-correlated genes in cancers were functionally enriched in terpenoid backbone biosynthesis, steroid biosynthesis, and metabolic pathways. These results indicate that GGPS1 may play a role in promoting the tumorigenesis and tumor development, particularly in BRCA and LUAD, and may play a role in steroid biosynthesis and metabolic pathways.
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  • 文章类型: Journal Article
    蛋白二硫键异构酶A3(PDIA3)是一种内质网(ER)蛋白。它具有不同的功能,包括在ER中的糖蛋白折叠。肿瘤患者的不良预后与PDIA3表达水平异常有关。然而,目前尚不清楚PDIA3与不同肿瘤的恶性特征及其对肿瘤免疫的影响。从多个数据库下载泛癌症数据用于大规模生物信息学分析。在单细胞测序水平上系统地探讨了PDIA3的免疫学功能,包括细胞通信,细胞代谢,细胞进化和表观遗传修饰。我们进行了免疫荧光染色,以显示泛癌样品中PDIA3的表达和巨噬细胞的浸润。Further,我们在体外进行了PDIA3功能丧失试验.CCK8测定,克隆形成测定,并进行了transwell测定。在进行transwell测定之前,将M2巨噬细胞与不同细胞系共培养。泛癌样品的免疫荧光染色显示PDIA3的表达高于配对的正常组织。根据单细胞测序分析,PDIA3的表达与细胞通讯密切相关,细胞代谢,细胞进化和表观遗传修饰。PDIA3在肿瘤细胞中的敲低抑制细胞增殖和侵袭,并抑制共培养的M2巨噬细胞迁移。此外,PDIA3在人类癌症队列的免疫治疗反应中显示出预测价值,表明潜在的治疗目标。我们的研究表明,PDIA3与肿瘤的恶性特征有关,并且可以介导M2巨噬细胞在各种肿瘤类型中的迁移。PDIA3可能是在泛癌症规模上实现肿瘤控制和改善免疫应答的有希望的靶标。
    Protein disulfide isomerase A3 (PDIA3) is an endoplasmic reticulum (ER) protein. It has different functions including glycoprotein folding in the ER. The unfavorable prognosis of cancer patients was related to the abnormal PDIA3 expression level. However, it is unclear how PDIA3 correlates with the malignant characteristics of different tumors and its impact on tumor immunity. Pan-cancer data were downloaded from several databases for large-scale bioinformatics analysis. The immunological functions of PDIA3 were systematically explored at the single-cell sequencing level, including cell communication, cell metabolism, cell evolution and epigenetic modification. We performed immunofluorescence staining to visualize PDIA3 expression and infiltration of macrophages in pan-cancer samples. Further, we performed a loss-of-function assay of PDIA3 in vitro. The CCK8 assay, clone formation assay, and transwell assay were performed. M2 macrophages were co-cultured with different cell lines before the transwell assay was performed. The immunofluorescence staining of pan-cancer samples presented a higher expression of PDIA3 than those of the paired normal tissues. According to single-cell sequencing analysis, expression of PDIA3 was closely associated with cell communication, cell metabolism, cell evolution and epigenetic modification. The knockdown of PDIA3 in tumor cells inhibited cell proliferation and invasion, and restrained cocultured M2 macrophage migration. Furthermore, PDIA3 displayed predictive value in immunotherapy response in human cancer cohorts, indicating a potential therapeutic target. Our study showed that PDIA3 was associated with tumor malignant characteristics and could mediate the migration of M2 macrophages in various tumor types. PDIA3 could be a promising target to achieve tumor control and improve the immune response on a pan-cancer scale.
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  • 文章类型: Journal Article
    吡咯-5-羧酸还原酶(PYCR)在将吡咯-5-羧酸(P5C)转化为脯氨酸方面至关重要,脯氨酸合成的最后一步。三种亚型,PYCR1、PYCR2和PYCR3在肿瘤发生和发展过程中存在并发挥重要的调节作用。在这项研究中,我们首先通过泛癌症分析评估了PYCRs的分子和免疫特征,特别是关注它们的预后相关性。然后,建立了肾透明细胞癌(KIRC)特异性预后模型,整合pathomics功能以增强预测能力。通过肾癌细胞的体外实验研究了PYCR1和PYCR2的生物学功能和调控机制。PYCRs的表达在不同的肿瘤中升高,与不利的临床结果相关。PYCR在癌症信号通路中富集,与免疫细胞浸润显着相关,肿瘤突变负荷(TMB),和微卫星不稳定性(MSI)。在KIRC,基于PYCR1和PYCR2的预后模型在统计学上得到独立验证.利用H&E染色图像的功能,病理组学特征模型能够可靠地预测患者的预后.体外实验证明PYCR1和PYCR2通过激活mTOR通路增强肾癌细胞的增殖和迁移,至少部分。这项研究强调了PYCRs在各种肿瘤中的关键作用,将它们定位为潜在的预后生物标志物和治疗靶标,特别是像KIRC这样的恶性肿瘤。研究结果强调需要更广泛地探索PYCR在泛癌症环境中的意义。
    Pyrroline-5-carboxylate reductase (PYCR) is pivotal in converting pyrroline-5-carboxylate (P5C) to proline, the final step in proline synthesis. Three isoforms, PYCR1, PYCR2, and PYCR3, existed and played significant regulatory roles in tumor initiation and progression. In this study, we first assessed the molecular and immune characteristics of PYCRs by a pan-cancer analysis, especially focusing on their prognostic relevance. Then, a kidney renal clear cell carcinoma (KIRC)-specific prognostic model was established, incorporating pathomics features to enhance predictive capabilities. The biological functions and regulatory mechanisms of PYCR1 and PYCR2 were investigated by in vitro experiments in renal cancer cells. The PYCRs\' expressions were elevated in diverse tumors, correlating with unfavorable clinical outcomes. PYCRs were enriched in cancer signaling pathways, significantly correlating with immune cell infiltration, tumor mutation burden (TMB), and microsatellite instability (MSI). In KIRC, a prognostic model based on PYCR1 and PYCR2 was independently validated statistically. Leveraging features from H&E-stained images, a pathomics feature model reliably predicted patient prognosis. In vitro experiments demonstrated that PYCR1 and PYCR2 enhanced the proliferation and migration of renal carcinoma cells by activating the mTOR pathway, at least in part. This study underscores PYCRs\' pivotal role in various tumors, positioning them as potential prognostic biomarkers and therapeutic targets, particularly in malignancies like KIRC. The findings emphasize the need for a broader exploration of PYCRs\' implications in pan-cancer contexts.
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  • 文章类型: Journal Article
    针对免疫检查点的药物已成为癌症免疫治疗中最受欢迎的武器,然而,只有一小部分患者有实际的好处。肿瘤细胞不断与它们的微环境相互作用,由多种免疫细胞以及内皮细胞和成纤维细胞组成。肿瘤微环境(TME)中免疫检查点的表达和免疫细胞的阻断信号传导是肿瘤进展的关键。在这项研究中,我们在人类肺的TCGA数据库上执行审议卷积,乳房,和结直肠癌来推断泛致癌实体瘤类型的TME中免疫检查点受体(ICR)和配体(ICL)之间的串扰,通过流式细胞仪验证。免疫检查点分析表明,不同肿瘤类型之间几乎没有差异。发现CD160、LAG3、TIGIT在CD8+T细胞中高表达,而不是CD4+T细胞,PD-L1、PD-L2、CD86、LGALS9、TNFRSF14、LILRB4等配体在巨噬细胞上高表达,FVR,NECTIN2、FGL1在上皮细胞高表达,CD200在内皮细胞中高表达,CD80在CD8中高表达,在T细胞上高表达。总的来说,我们的研究为TME中免疫检查点在各种类型细胞上的表达提供了新的资源。意义:本研究提供了多种癌症类型的免疫细胞的免疫检查点表达,以推断肿瘤微环境中的免疫机制,并为开发新的免疫检查点阻断药物提供思路。
    Drugs that target immune checkpoint have become the most popular weapon in cancer immunotherapy, yet only have practical benefits for a small percentage of patients. Tumor cells constantly interact with their microenvironment, which is made up of a variety of immune cells as well as endothelial cells and fibroblasts. Immune checkpoint expression and blocked signaling of immune cells in the tumor microenvironment (TME) are key to tumor progression. In this study, we perform deliberation convolution on the TCGA database for human lung, breast, and colorectal cancer to infer crosstalk between immune checkpoint receptors (ICRs) and ligands (ICLs) in TME of pan-carcinogenic solid tumor types, validated by flow cytometry. Analysis of immune checkpoints showed that there was little variation between different tumor types. It showed that CD160, LAG3, TIGIT were found to be highly expressed in CD8+ T cells instead of CD4+ T cells, PD-L1, PD-L2, CD86, LGALS9, TNFRSF14, LILRB4 and other ligands were highly expressed on macrophages, FVR, NECTIN2, FGL1 were highly expressed on Epithelial cells, CD200 was highly expressed in Endothelial cells, and CD80 was highly expressed in CD8 High expression on T cells. Overall, our study provides a new resource for the expression of immune checkpoints in TME on various types of cells. Significance: This study provides immune checkpoint expression of immune cells of multiple cancer types to infer immune mechanisms in the tumor microenvironment and provide ideas for the development of new immune checkpoint-blocking drugs.
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  • 文章类型: Journal Article
    本研究旨在系统地剖析闪烁素(SCIN)在肿瘤发生中的作用。
    根据来自TCGA的癌症数据采用生物信息学技术,恩科里,HPA,GEPIA2,UALCAN,卡普兰-迈耶绘图仪,TIMER,TISIB,cBioPortal,HCDB,GeneMANIA和LinkedOmics数据库。进行了体外和体内实验以剖析SCIN在肝细胞癌(LIHC)中的作用。
    在九种癌症中发现了SCIN的显著差异表达,包括LIHC。通过泛癌分析,SCIN表达与预后和免疫细胞浸润之间的相关性被证明,尤其是在LIHC中,卵巢浆液性囊腺癌和肺腺癌。SCIN改变频率最高(6.81%)见于子宫内膜癌患者,其中“突变”是主要类型,频率约为5.29%;同时,S673F和S381Y是两个最常见的突变位点。此外,SCIN的异常表达与免疫细胞亚型有很强的关系,免疫检查点基因,肿瘤突变负荷,微卫星不稳定,新抗原,分子亚型,不同癌症类型的错配修复特征和DNA甲基转移酶。通过比较分析,我们发现SCIN在LIHC中大幅上调,与不良生存有关。体外和体内实验表明,在动物模型中,SCIN的敲除可以抑制肿瘤细胞的增殖并部分提高生存率。
    这项研究表明,SCIN可能是某些癌症预后和治疗的有希望的生物标志物。尤其是LIHC。
    UNASSIGNED: This study aimed to systematically dissect the role of Scinderin (SCIN) in tumorigenesis.
    UNASSIGNED: Bioinformatics techniques were employed based on cancer data from TCGA, ENCORI, HPA, GEPIA2, UALCAN, Kaplan-Meier plotter, TIMER, TISIDB, cBioPortal, HCCDB, GeneMANIA and LinkedOmics database. Experiments in vitro and in vivo were conducted to dissect the role of SCIN in liver hepatocellular carcinoma (LIHC).
    UNASSIGNED: Significantly differential expression of SCIN was found in nine types of cancers, including LIHC. Through pan-cancer analysis, the correlations between SCIN expression with prognosis and immune cell infiltration were proven, especially in LIHC, ovarian serous cystadenocarcinoma and lung adenocarcinoma. The highest frequency of alteration in SCIN (6.81%) was seen in patients with uterine corpus endometrial carcinoma, in which \"mutation\" was the predominant type, with a frequency of about 5.29%; meanwhile, S673F and S381Y were the two most frequent mutation sites. Furthermore, the abnormal expression of SCIN exhibited a strong relationship with immune cell subtypes, immune checkpoint genes, tumor mutation burden, microsatellite instability, neoantigen, molecular subtypes, mismatch repair signatures and DNA methyl-transferase in different cancer types. Through comparative analysis, we discovered that SCIN was dramatically up-regulated in LIHC, and associated with poor survival. Experiments in vitro and in vivo suggested the knockdown of SCIN could suppress tumor cell proliferation and improve the survival rate partly in animal models.
    UNASSIGNED: This study reveals SCIN may be a promising biomarker for prognosis and treatment in certain cancers, especially in LIHC.
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