GTEx, genotype-tissue expression

  • 文章类型: Journal Article
    带卷曲螺旋的ADP-核糖基化因子(Arf)-GTP酶激活蛋白(GAP),据报道,锚蛋白重复序列和PH结构域1(ACAP1)可作为网格蛋白外套复合物的衔接子,在胞吞再循环和细胞迁移中起作用。ACAP1在肺腺癌(LUAD)中的潜在作用尚未完全确定。我们进行了全面的分析,包括基因表达,生存分析,遗传改变,功能富集,和免疫特性。ACAP1在肿瘤组织中显著下调,并与LUAD患者的临床病理特征有关。预后分析表明,低ACAP1表达与LUAD患者不满意的总生存期(OS)和疾病特异性生存期(DSS)相关。此外,ACAP1可以根据Cox比例风险模型和列线图模型确定为预后生物标志物。我们还证实ACAP1在两个LUAD细胞系中下调,与正常肺细胞相比。ACAP1的过表达导致细胞增殖的严重衰减,迁移,入侵,促进细胞凋亡。此外,功能富集分析证实ACAP1与T细胞活化和免疫应答高度相关.然后,我们进一步进行了免疫景观分析,包括单细胞RNA测序,免疫细胞浸润,和免疫检查点。ACAP1的表达与TME中免疫细胞的浸润水平和免疫检查点分子的表达呈正相关。本研究首先综合分析了分子表达,临床意义,以及LUAD中ACAP1的免疫景观特征,提示ACAP1可预测患者的预后,并可作为预测LUAD患者免疫治疗反应的潜在生物标志物.
    ADP-ribosylation factor (Arf)-GTPase-activating protein (GAP) with coiled-coil, ankyrin repeat and PH domains 1 (ACAP1) has been reported to serve as an adaptor for clathrin coat complex playing a role in endocytic recycling and cellular migration. The potential role of ACAP1 in lung adenocarcinoma (LUAD) has not been yet completely defined. We performed the comprehensive analyses, including gene expression, survival analysis, genetic alteration, function enrichment, and immune characteristics. ACAP1 was remarkably downregulated in tumor tissues, and linked with the clinicopathologic features in LUAD patients. Prognostic analysis demonstrated that low ACAP1 expression was correlated with unsatisfactory overall survival (OS) and disease specific survival (DSS) in LUAD patients. Moreover, ACAP1 could be determined as a prognostic biomarker according to Cox proportional hazard model and nomogram model. We also confirmed that ACAP1 was downregulated in two LUAD cell lines, comparing to normal lung cell. Overexpression of ACAP1 caused a profound attenuation in cell proliferation, migration, invasion, and promoted cell apoptosis. Additionally, functional enrichment analyses confirmed that ACAP1 was highly correlated with T cell activation and immune response. Then, we further conducted immune landscape analyses, including single cell RNA sequencing, immune cells infiltration, and immune checkpoints. ACAP1 expression was positively associated with the infiltrating level of immune cells in TME and the expression of immune checkpoint molecules. This study first comprehensively analyzed molecular expression, clinical implication, and immune landscape features of ACAP1 in LUAD, suggesting that ACAP1 was predictive of prognosis and could serve as a potential biomarker predicting immunotherapy response for LUAD patients.
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  • 文章类型: Journal Article
    中心体和纺锤体极相关蛋白(CSP1)是一种中心体和微管结合蛋白,在细胞周期依赖性细胞骨架组织和纤毛形成中起作用。以前的研究表明,CSP1在肿瘤发生中起作用;然而,尚未进行泛癌症分析.本研究系统地调查了CSP1的表达及其与诊断相关的潜在临床结果。预后,和治疗。CSP1广泛存在于组织和细胞中,其异常表达可作为癌症的诊断生物标志物。CSP1失调是由涉及遗传改变的多维机制驱动的,DNA甲基化,和miRNA。CSP1在特定位点的磷酸化可能在肿瘤发生中起作用。此外,CSP1与多种癌症的临床特征和结果相关。以预后不良的脑低级别胶质瘤(LGG)为例,功能富集分析表明CSP1可能在铁凋亡和肿瘤微环境(TME)中发挥作用,包括调节上皮-间质转化,基质反应,和免疫反应。进一步的分析证实,CSP1在LGG和其他癌症中失调铁凋亡,使得基于铁凋亡的药物有可能用于治疗这些癌症。重要的是,CSP1相关肿瘤在不同的TME中浸润,使免疫检查点阻断治疗对这些癌症患者有益。我们的研究首次证明CSP1是与铁凋亡和TME相关的潜在诊断和预后生物标志物。为特定癌症的药物治疗和免疫治疗提供了新的靶点。
    Centrosome and spindle pole-associated protein (CSPP1) is a centrosome and microtubule-binding protein that plays a role in cell cycle-dependent cytoskeleton organization and cilia formation. Previous studies have suggested that CSPP1 plays a role in tumorigenesis; however, no pan-cancer analysis has been performed. This study systematically investigates the expression of CSPP1 and its potential clinical outcomes associated with diagnosis, prognosis, and therapy. CSPP1 is widely present in tissues and cells and its aberrant expression serves as a diagnostic biomarker for cancer. CSPP1 dysregulation is driven by multi-dimensional mechanisms involving genetic alterations, DNA methylation, and miRNAs. Phosphorylation of CSPP1 at specific sites may play a role in tumorigenesis. In addition, CSPP1 correlates with clinical features and outcomes in multiple cancers. Take brain low-grade gliomas (LGG) with a poor prognosis as an example, functional enrichment analysis implies that CSPP1 may play a role in ferroptosis and tumor microenvironment (TME), including regulating epithelial-mesenchymal transition, stromal response, and immune response. Further analysis confirms that CSPP1 dysregulates ferroptosis in LGG and other cancers, making it possible for ferroptosis-based drugs to be used in the treatment of these cancers. Importantly, CSPP1-associated tumors are infiltrated in different TMEs, rendering immune checkpoint blockade therapy beneficial for these cancer patients. Our study is the first to demonstrate that CSPP1 is a potential diagnostic and prognostic biomarker associated with ferroptosis and TME, providing a new target for drug therapy and immunotherapy in specific cancers.
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  • 文章类型: Journal Article
    ShcSH2结构域结合蛋白1(SHCBP1),与Src同源物和胶原蛋白同源物(Shc)的SH2结构域特异性结合的蛋白质,参与各种信号转导途径的调节,据报道,这与肿瘤发生和进展有关。然而,病理机制尚未完全研究。因此,本研究旨在全面阐明SHCBP1在多种癌症类型中的潜在功能.SHCBP1在各种肿瘤中的综合分析,包括基因表达,诊断,预后,免疫相关特征,遗传改变,和功能富集,是基于多个数据库和分析工具进行的。SHCBP1在大多数类型的癌症中上调。qRT-PCR结果证实,SHCBP1mRNA在肺腺癌(LUAD)和肝细胞肝癌(LIHC)细胞系中明显上调。基于接收机工作特性(ROC)和生存分析,SHCBP1被认为是潜在的诊断和预后生物标志物。此外,根据SHCBP1表达与免疫细胞浸润的相关性分析,SHCBP1表达与肿瘤免疫和免疫抑制微环境有关,免疫检查点基因,和免疫相关基因(MHC基因,趋化因子,和趋化因子受体)。此外,SHCBP1表达与肿瘤突变负荷(TMB)相关,微卫星不稳定性(MSI),和新抗原。鉴定了泛癌症中SHCBP1突变景观的特征。最后,我们重点研究SHCBP1在LUAD中的临床意义和潜在的生物学作用。我们的研究全面揭示了SHCBP1可以被鉴定为癌症诊断和预后的免疫相关生物标志物。和肿瘤免疫治疗的潜在治疗靶点。
    Shc SH2-domain binding protein 1 (SHCBP1), a protein specific binding to SH2 domain of Src homolog and collagen homolog (Shc), takes part in the regulation of various signal transduction pathways, which has been reported to be associated with tumorigenesis and progression. However, the pathological mechanisms are not completely investigated. Thus, this study aimed to comprehensively elucidate the potential functions of SHCBP1 in multiple cancer types. The comprehensive analyses for SHCBP1 in various tumors, including gene expression, diagnosis, prognosis, immune-related features, genetic alteration, and function enrichment, were conducted based on multiple databases and analysis tools. SHCBP1 was upregulated in most types of cancers. The results of qRT-PCR had confirmed that SHCBP1 mRNA was significantly upregulated in lung adenocarcinoma (LUAD) and liver hepatocellular carcinoma (LIHC) cell lines. Based on the receiver operating characteristic (ROC) and survival analysis, SHCBP1 was considered as a potential diagnostic and prognostic biomarker. Furthermore, SHCBP1 expression was linked with tumor immunity and immunosuppressive microenvironment according to the correlation analysis of SHCBP1 expression with immune cells infiltration, immune checkpoint genes, and immune-related genes (MHC genes, chemokines, and chemokines receptors). Moreover, SHCBP1 expression correlated with tumor mutational burden (TMB), microsatellite instability (MSI), and neoantigens. The feature of SHCBP1 mutational landscape in pan-cancer was identified. Finally, we focused on investigating the clinical significance and the potential biological role of SHCBP1 in LUAD. Our study comprehensively uncovered that SHCBP1 could be identified as an immune-related biomarker for cancer diagnosis and prognosis, and a potential therapeutic target for tumor immunotherapy.
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  • 文章类型: Journal Article
    目的:已知血清microRNA(miRNA)水平在非酒精性脂肪性肝病(NAFLD)中发生变化,并且可以作为有用的生物标志物。这项研究旨在全面分析所有NAFLD阶段的miRNA。
    方法:我们在一个发现队列中分析了2,083个血清miRNA(183例NAFLD代表完整的NAFLD谱和10个群体对照)。通过IlluminaNextSeq测序由HTGEdgeSeq产生的miRNA文库。通过定量逆转录酶PCR,在372例其他NAFLD病例和15例人群对照中对选定的血清miRNA进行了分析。
    结果:275个miRNA的水平在病例和群体对照之间存在差异。在单个NAFLD阶段中看到的差异较少,但miR-193a-5p在所有比较中均显示水平升高.相对于NAFL/非酒精性脂肪性肝炎(NASH)伴轻度纤维化(0/1期),3个miRNA(miR-193a-5p,miR-378d,和miR378d)在NASH和临床显着纤维化(2-4期)的病例中增加,7(miR193a-5p,miR-378d,miR-378e,miR-320b,miR-320c,miR-320d,和miR-320e)在NAFLD活性评分(NAS)5-8的病例中增加,而NAS较低,和3(miR-193a-5p,miR-378d,和miR-378e)增加,但1(miR-19b-3p)在脂肪变性中减少,活动,与较低的SAF活性相比,纤维化(SAF)活性评分2-4。miR-193a-5p的显著发现在患有NAFLD的额外队列中重复。对HepG2细胞的研究表明,棕榈酸处理后,miR-193a-5p表达显著下降。在病例亚组(n=80)的肝脏RNAseq数据中研究了miR-193a-5p的基因靶标;肝脏GPX8水平与血清miR-193a-5p呈正相关。
    结论:血清miR-193a-5p水平与NAFLD活性分级和纤维化分期密切相关。MiR-193a-5p可能在肝脏对氧化应激的反应中起作用,并且是进行性NAFLD的潜在临床可处理的循环生物标志物。
    背景:微RNA(miRNA)是可以打开或关闭基因表达的小核酸片段。这些分子可以在血液循环中检测到,在包括非酒精性脂肪性肝病(NAFLD)在内的肝病中,它们在血液中的水平可能会发生变化。看看我们是否能检测到与晚期NAFLD相关的特定miRNA,我们对183例不同严重程度的NAFLD患者和10例对照人群进行了miRNA测序.我们发现许多miRNA显示出变化,主要是增加,但1个特定的miRNAmiR-193a-5p持续增加。我们在第二组NAFLD病例中证实了这种增加。测量血液样品中的这种miRNA可能是确定患者是否患有晚期NAFLD而没有侵入性肝活检的有用方法。
    OBJECTIVE: Serum microRNA (miRNA) levels are known to change in non-alcoholic fatty liver disease (NAFLD) and may serve as useful biomarkers. This study aimed to profile miRNAs comprehensively at all NAFLD stages.
    METHODS: We profiled 2,083 serum miRNAs in a discovery cohort (183 cases with NAFLD representing the complete NAFLD spectrum and 10 population controls). miRNA libraries generated by HTG EdgeSeq were sequenced by Illumina NextSeq. Selected serum miRNAs were profiled in 372 additional cases with NAFLD and 15 population controls by quantitative reverse transcriptase PCR.
    RESULTS: Levels of 275 miRNAs differed between cases and population controls. Fewer differences were seen within individual NAFLD stages, but miR-193a-5p consistently showed increased levels in all comparisons. Relative to NAFL/non-alcoholic steatohepatitis (NASH) with mild fibrosis (stage 0/1), 3 miRNAs (miR-193a-5p, miR-378d, and miR378d) were increased in cases with NASH and clinically significant fibrosis (stages 2-4), 7 (miR193a-5p, miR-378d, miR-378e, miR-320b, miR-320c, miR-320d, and miR-320e) increased in cases with NAFLD activity score (NAS) 5-8 compared with lower NAS, and 3 (miR-193a-5p, miR-378d, and miR-378e) increased but 1 (miR-19b-3p) decreased in steatosis, activity, and fibrosis (SAF) activity score 2-4 compared with lower SAF activity. The significant findings for miR-193a-5p were replicated in the additional cohort with NAFLD. Studies in Hep G2 cells showed that following palmitic acid treatment, miR-193a-5p expression decreased significantly. Gene targets for miR-193a-5p were investigated in liver RNAseq data for a case subgroup (n = 80); liver GPX8 levels correlated positively with serum miR-193a-5p.
    CONCLUSIONS: Serum miR-193a-5p levels correlate strongly with NAFLD activity grade and fibrosis stage. MiR-193a-5p may have a role in the hepatic response to oxidative stress and is a potential clinically tractable circulating biomarker for progressive NAFLD.
    BACKGROUND: MicroRNAs (miRNAs) are small pieces of nucleic acid that may turn expression of genes on or off. These molecules can be detected in the blood circulation, and their levels in blood may change in liver disease including non-alcoholic fatty liver disease (NAFLD). To see if we could detect specific miRNA associated with advanced stages of NAFLD, we carried out miRNA sequencing in a group of 183 patients with NAFLD of varying severity together with 10 population controls. We found that a number of miRNAs showed changes, mainly increases, in serum levels but that 1 particular miRNA miR-193a-5p consistently increased. We confirmed this increase in a second group of cases with NAFLD. Measuring this miRNA in a blood sample may be a useful way to determine whether a patient has advanced NAFLD without an invasive liver biopsy.
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  • 文章类型: Journal Article
    肺腺癌(LUAD)患者感染COVID-19的风险很高,从全球差异表达格局的角度,对LUAD患者对COVID-19高度易感性的分子机制的研究还很少。
    从全球差异表达格局的角度填补了LUAD患者对COVID-19高易感性的分子机制的研究空白。
    这里,我们确定了基因,特别是差异表达基因(DEGs),与LUAD患者对COVID-19的易感性相关。这些是通过计算49个SARS-CoV-2感染的LUAD样品和24个未受影响的LUAD样品的标准平均偏差(SMD)值获得的,以及来自40个合并RNA-seq和微阵列数据集的3931个LUAD样品和3027个非癌肺样品。通过加权基因共表达网络分析进一步筛选出与COVID-19显著相关的集线器易感基因。然后,通过检查其在多个数据集中的临床意义来进一步分析hub基因,免疫细胞浸润水平的相关性分析,以及它们与A549细胞系相互作用组的相互作用。
    共鉴定出257个易感基因,这些基因与RNA剪接有关,线粒体功能,和蛋白酶体。十个基因,MEA1,MRPL24,PPIH,EBNA1BP2,MRTO4,RABEPK,TRMT112、PFDN2、PFDN6和NDUFS3被证实是LUAD患者COVID-19的中心易感基因,hub易感基因与多种免疫细胞浸润显著相关。
    总而言之,本研究中发现的LUAD患者COVID-19的易感基因可能会增加我们对LUAD患者COVID-19高风险的理解.
    UNASSIGNED: The risk of infection with COVID-19 is high in lung adenocarcinoma (LUAD) patients, and there is a dearth of studies on the molecular mechanism underlying the high susceptibility of LUAD patients to COVID-19 from the perspective of the global differential expression landscape.
    UNASSIGNED: To fill the research void on the molecular mechanism underlying the high susceptibility of LUAD patients to COVID-19 from the perspective of the global differential expression landscape.
    UNASSIGNED: Herein, we identified genes, specifically the differentially expressed genes (DEGs), correlated with the susceptibility of LUAD patients to COVID-19. These were obtained by calculating standard mean deviation (SMD) values for 49 SARS-CoV-2-infected LUAD samples and 24 non-affected LUAD samples, as well as 3931 LUAD samples and 3027 non-cancer lung samples from 40 pooled RNA-seq and microarray datasets. Hub susceptibility genes significantly related to COVID-19 were further selected by weighted gene co-expression network analysis. Then, the hub genes were further analyzed via an examination of their clinical significance in multiple datasets, a correlation analysis of the immune cell infiltration level, and their interactions with the interactome sets of the A549 cell line.
    UNASSIGNED: A total of 257 susceptibility genes were identified, and these genes were associated with RNA splicing, mitochondrial functions, and proteasomes. Ten genes, MEA1, MRPL24, PPIH, EBNA1BP2, MRTO4, RABEPK, TRMT112, PFDN2, PFDN6, and NDUFS3, were confirmed to be the hub susceptibility genes for COVID-19 in LUAD patients, and the hub susceptibility genes were significantly correlated with the infiltration of multiple immune cells.
    UNASSIGNED: In conclusion, the susceptibility genes for COVID-19 in LUAD patients discovered in this study may increase our understanding of the high risk of COVID-19 in LUAD patients.
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  • 文章类型: Journal Article
    2019年严重冠状病毒病患者发生血管和心血管炎症和血栓形成(COVID-19)。年龄增长是严重COVID-19的最重要危险因素。使用转录组数据库,作者发现:1)心血管组织和内皮细胞表达严重急性呼吸综合征冠状病毒-2感染的推定基因,包括血管紧张素转换酶2(ACE2)和Basigin(BSG);2)严重急性呼吸综合征冠状病毒2受体途径ACE2/跨膜丝氨酸蛋白酶2和BSG/肽基氨酰异构酶B(A)极化至肺/上皮和血管/内皮,3)随着年龄的增长,宿主基因的表达相对稳定;4)明显例外的是ACE2,在某些组织中随着年龄的增长而降低,BSG,内皮细胞随着年龄的增长而增加,提示血管中BSG的表达可能解释了随着年龄增长严重疾病风险的增加。
    Vascular and cardiovascular inflammation and thrombosis occur in patients with severe coronavirus disease-2019 (COVID-19). Advancing age is the most significant risk factor for severe COVID-19. Using transcriptomic databases, the authors found that: 1) cardiovascular tissues and endothelial cells express putative genes for severe acute respiratory syndrome coronavirus-2 infection, including angiotensin-converting enzyme 2 (ACE2) and basigin (BSG); 2) severe acute respiratory syndrome coronavirus-2 receptor pathways ACE2/transmembrane serine protease 2 and BSG/peptidylprolyl isomerase B(A) polarize to lung/epithelium and vessel/endothelium, respectively; 3) expression of host genes is relatively stable with age; and 4) notable exceptions are ACE2, which decreases with age in some tissues, and BSG, which increases with age in endothelial cells, suggesting that BSG expression in the vasculature may explain the heightened risk for severe disease with age.
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  • 文章类型: Journal Article
    胰腺癌是最具侵袭性的癌症之一,预后差,5年生存率低。P21激活的激酶(PAK)家族似乎调节许多有助于胰腺癌发生的信号传导途径。在这项工作中,我们证明PAK1是胰腺癌细胞生长的关键调节因子.因此,PAK1靶向抑制是胰腺癌新的潜在治疗策略。我们的小分子筛选确定了一种相对特异的PAK1靶向抑制剂,CP734.药理和生化研究表明,CP734靶向PAK1的V342残基以抑制其ATPase活性。进一步的体外和体内研究表明,CP734通过消耗PAK1激酶活性及其下游信号通路来抑制胰腺肿瘤的生长。在鼠模型中观察到CP734的毒性很小。联合吉西他滨或5-氟尿嘧啶,CP734对胰腺癌细胞的抗增殖也显示出协同作用。所有这些有利的结果表明CP734是胰腺癌新的潜在治疗候选物。
    Pancreatic cancer is one of the most aggressive cancers with poor prognosis and a low 5-year survival rate. The family of P21-activated kinases (PAKs) appears to modulate many signaling pathways that contribute to pancreatic carcinogenesis. In this work, we demonstrated that PAK1 is a critical regulator in pancreatic cancer cell growth. PAK1-targeted inhibition is therefore a new potential therapeutic strategy for pancreatic cancer. Our small molecule screening identified a relatively specific PAK1-targeted inhibitor, CP734. Pharmacological and biochemical studies indicated that CP734 targets residue V342 of PAK1 to inhibit its ATPase activity. Further in vitro and in vivo studies elucidated that CP734 suppresses pancreatic tumor growth through depleting PAK1 kinase activity and its downstream signaling pathways. Little toxicity of CP734 was observed in murine models. Combined with gemcitabine or 5-fluorouracil, CP734 also showed synergistic effects on the anti-proliferation of pancreatic cancer cells. All these favorable results indicated that CP734 is a new potential therapeutic candidate for pancreatic cancer.
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