Enhancer RNA

  • 文章类型: Journal Article
    一定程度的染色质开放性对于基因组内转录调节区的活性是必需的。促进对RNA聚合酶的可及性以及随后从这些区域合成调控元件RNA(regRNA)。迅速增加的研究强调了regRNAs在不同细胞过程和疾病中的重要性。挑战这些转录本是非功能性转录噪声的范式。这篇综述探讨了regRNAs在人类细胞中的多方面作用,涵盖相当充分研究的实体,如启动子RNA和增强子RNA(eRNA),同时还提供了对阴影沉默RNA和绝缘体RNA的见解。此外,我们评估了较短的regRNAs的显著例子,像miRNA,snRNAs,和snoRNA,扮演重要角色。扩大我们的话语,我们研究了regRNAs作为癌症和其他人类疾病的生物标志物和新靶标的潜在用途。
    A certain degree of chromatin openness is necessary for the activity of transcription-regulating regions within the genome, facilitating accessibility to RNA polymerases and subsequent synthesis of regulatory element RNAs (regRNAs) from these regions. The rapidly increasing number of studies underscores the significance of regRNAs across diverse cellular processes and diseases, challenging the paradigm that these transcripts are non-functional transcriptional noise. This review explores the multifaceted roles of regRNAs in human cells, encompassing rather well-studied entities such as promoter RNAs and enhancer RNAs (eRNAs), while also providing insights into overshadowed silencer RNAs and insulator RNAs. Furthermore, we assess notable examples of shorter regRNAs, like miRNAs, snRNAs, and snoRNAs, playing important roles. Expanding our discourse, we deliberate on the potential usage of regRNAs as biomarkers and novel targets for cancer and other human diseases.
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  • 文章类型: Journal Article
    最近的证据强调了增强子在调节转录机制和影响包括类风湿性关节炎(RA)在内的人类疾病发展中的功能。增强子RNA(eRNA)是从活性增强子区域转录的RNA分子。本研究探讨了eRNA在RA基因转录和破骨细胞形成中的特定功能。根据生物信息学预测,G蛋白信号调节因子1(RGS1)相关的eRNA在破骨细胞中高度激活。在患有胶原蛋白诱导的关节炎的小鼠以及M-CSF/可溶性RANKL刺激的巨噬细胞(源自单核细胞)中,RGS1mRNA增加。这归因于增加的RGSleRNA活性。5'-eRNA的沉默阻断了叉头框J3(FOXJ3)和RGS1启动子之间的结合,从而抑制RGS1转录。RGS1通过PLC-IP3R依赖性Ca2+反应加速破骨细胞生成。敲除FOXJ3或RGS1改善关节炎严重程度,改善病理变化,并减少体内和体外的破骨细胞生成和骨侵蚀。然而,RGS1过表达否定了FOXJ3沉默的作用。总之,这项研究表明,RGS1eRNA驱动的FOXJ3/RGS1轴的转录激活通过PLC-IP3R依赖性Ca2反应加速了RA中破骨细胞的生成。这一发现可能为eRNA在RA基因转录和破骨细胞生成中的作用提供了新的见解。
    Recent evidence has highlighted the functions of enhancers in modulating transcriptional machinery and affecting the development of human diseases including rheumatoid arthritis (RA). Enhancer RNAs (eRNAs) are RNA molecules transcribed from active enhancer regions. This study investigates the specific function of eRNA in gene transcription and osteoclastogenesis in RA. Regulator of G protein signaling 1 (RGS1)-associated eRNA was highly activated in osteoclasts according to bioinformatics prediction. RGS1 mRNA was increased in mice with collagen-induced arthritis as well as in M-CSF/soluble RANKL-stimulated macrophages (derived from monocytes). This was ascribed to increased RGS1 eRNA activity. Silencing of 5\'-eRNA blocked the binding between forkhead box J3 (FOXJ3) and the RGS1 promoter, thus suppressing RGS1 transcription. RGS1 accelerated osteoclastogenesis through PLC-IP3R-dependent Ca2+ response. Knockdown of either FOXJ3 or RGS1 ameliorated arthritis severity, improved pathological changes, and reduced osteoclastogenesis and bone erosion in vivo and in vitro. However, the effects of FOXJ3 silencing were negated by RGS1 overexpression. In conclusion, this study demonstrates that the RGS1 eRNA-driven transcriptional activation of the FOXJ3/RGS1 axis accelerates osteoclastogenesis through PLC-IP3R dependent Ca2+ response in RA. The finding may offer novel insights into the role of eRNA in gene transcription and osteoclastogenesis in RA.
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  • 文章类型: Journal Article
    Myb原癌基因编码转录因子c-MYB,这对造血至关重要。Myb的远处增强子形成与Myb启动子相互作用的中心。我们鉴定了源自-81-kb鼠Myb增强子的长非编码RNA(Myrlin)。Myrlin和Myb在红系分化过程中协调调节。使用CRISPR-Cas9的MyrlinTSS缺失减少了Myb增强子上的Myrlin和Myb表达以及LDB1复合物占用,损害增强子接触并减少基因座中的RNAPolII占据。相比之下,Myrlin的CRISPRi沉默使LDB1和Myb增强子集线器不受干扰,尽管Myrlin和Myb表达下调,解耦转录和染色质循环。Myrlin与KMT2A/MLL1复合物相互作用。MyrlinCRISPRi损害了Myb基因座中KMT2A的占有率,降低CDK9和RNAPolII结合并导致PolII在Myb第一外显子/内含子中暂停。因此,Myrlin通过募集KMT2A直接参与激活Myb转录。
    The Myb proto-oncogene encodes the transcription factor c-MYB, which is critical for hematopoiesis. Distant enhancers of Myb form a hub of interactions with the Myb promoter. We identified a long non-coding RNA (Myrlin) originating from the -81-kb murine Myb enhancer. Myrlin and Myb are coordinately regulated during erythroid differentiation. Myrlin TSS deletion using CRISPR-Cas9 reduced Myrlin and Myb expression and LDB1 complex occupancy at the Myb enhancers, compromising enhancer contacts and reducing RNA Pol II occupancy in the locus. In contrast, CRISPRi silencing of Myrlin left LDB1 and the Myb enhancer hub unperturbed, although Myrlin and Myb expressions were downregulated, decoupling transcription and chromatin looping. Myrlin interacts with the KMT2A/MLL1 complex. Myrlin CRISPRi compromised KMT2A occupancy in the Myb locus, decreasing CDK9 and RNA Pol II binding and resulting in Pol II pausing in the Myb first exon/intron. Thus, Myrlin directly participates in activating Myb transcription by recruiting KMT2A.
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  • 文章类型: Journal Article
    MYB是造血和红细胞生成的关键调节因子,MYB的失调与白血病的发展密切相关,然而,到目前为止,MYB调控的机制仍不清楚。我们之前的研究发现了一个来自MYB基因座-34kb增强子的长的非编码RNA(lncRNA),可以促进MYB的表达,人类白血病细胞的增殖和迁移,因此被称为MY34UE-AS。然后在本研究中鉴定并研究了MY34UE-AS的相互作用伴侣蛋白。hnRNPA0通过RNA下拉测定被鉴定为MY34UE-AS的结合配偶体,通过RNA免疫沉淀(RIP)进一步验证。hnRNPA0主要通过其RRM2域与MY34UE-AS相互作用。hnRNPA0过表达上调MYB并增加K562细胞的增殖和迁移,而hnRNPA0敲低显示出相反的效果。抢救实验表明,hnRNPA0的上述功能需要MY34UE-AS。这些结果表明,hnRNPA0通过与MY34UE-AS相互作用上调MYB表达而参与白血病,提示hnRNPA0/MY34UE-AS轴可作为白血病治疗的潜在靶点。
    MYB is a key regulator of hematopoiesis and erythropoiesis, and dysregulation of MYB is closely involved in the development of leukemia, however the mechanism of MYB regulation remains still unclear so far. Our previous study identified a long noncoding RNA (lncRNA) derived from the -34 kb enhancer of the MYB locus, which can promote MYB expression, the proliferation and migration of human leukemia cells, and is therefore termed MY34UE-AS. Then the interacting partner proteins of MY34UE-AS were identified and studied in the present study. hnRNPA0 was identified as a binding partner of MY34UE-AS through RNA pulldown assay, which was further validated through RNA immunoprecipitation (RIP). hnRNPA0 interacted with MY34UE-AS mainly through its RRM2 domain. hnRNPA0 overexpression upregulated MYB and increased the proliferation and migration of K562 cells, whereas hnRNPA0 knockdown showed opposite effects. Rescue experiments showed MY34UE-AS was required for above mentioned functions of hnRNPA0. These results reveal that hnRNPA0 is involved in leukemia through upregulating MYB expression by interacting with MY34UE-AS, suggesting that the hnRNPA0/MY34UE-AS axis could serve as a potential target for leukemia treatment.
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  • 文章类型: Journal Article
    背景:增强子转录失调发生在多种癌症中。增强子RNA(eRNA)是来自增强子的转录产物,其在转录控制中起关键作用。表征eRNA表达的遗传基础可以阐明癌症的分子机制。
    方法:最初,在癌症基因组图谱(TCGA)中对eRNA定量性状基因座(eRNAQTLs)进行了全面分析,和功能特征使用多组学数据进行表征。建立国内首个结直肠癌(CRC)的eNAQTL图谱,表观基因组数据用于定义活性增强剂,随后与154个配对CRC样本的转录和基因分型数据整合。最后,我们进行了大规模病例对照研究(34,585例病例和69,544例对照)以及多管齐下的实验,以研究候选eRNAQTL影响CRC风险的潜在机制.
    结果:在30种不同的癌症类型中,共鉴定出300,112个eRNAQTL,它们通过调节染色质状态对eRNA转录产生影响,与转录因子和RNA结合蛋白的结合亲和力。这些eRNAQTL被发现在癌症风险基因座中显著富集,解释了相当大比例的癌症遗传力。此外,肿瘤特异性eRNAQTLs对癌症的发展表现出很高的反应性.此外,这些eRNAs的靶基因与癌症中信号通路失调和免疫细胞浸润有关,突出它们作为治疗靶点的潜力。此外,多种族人群研究证实,eRNAQTLrs3094296-T变异可降低中国(OR=0.91,95CI0.88-0.95,P=2.92×10-7)和欧洲(OR=0.92,95CI0.88-0.95,P=4.61×10-6)人群的CRC风险.机械上,rs3094296对ENSR00000155786eRNA的转录具有等位基因特异性作用,该eRNA充当促进其靶基因SENP7表达的转录激活因子。这两个基因协同抑制肿瘤细胞增殖。我们精选的变体列表,基因,和药物已在CancereRNAQTL(http://canernaqtl.whu.edu.cn/#/)作为推进这一领域的信息资源。
    结论:我们的发现强调了eNAQTLs在转录调控和疾病遗传力方面的重要性,指出了基于eRNA的癌症治疗策略的潜力。
    BACKGROUND: Dysregulation of enhancer transcription occurs in multiple cancers. Enhancer RNAs (eRNAs) are transcribed products from enhancers that play critical roles in transcriptional control. Characterizing the genetic basis of eRNA expression may elucidate the molecular mechanisms underlying cancers.
    METHODS: Initially, a comprehensive analysis of eRNA quantitative trait loci (eRNAQTLs) was performed in The Cancer Genome Atlas (TCGA), and functional features were characterized using multi-omics data. To establish the first eRNAQTL profiles for colorectal cancer (CRC) in China, epigenomic data were used to define active enhancers, which were subsequently integrated with transcription and genotyping data from 154 paired CRC samples. Finally, large-scale case-control studies (34,585 cases and 69,544 controls) were conducted along with multipronged experiments to investigate the potential mechanisms by which candidate eRNAQTLs affect CRC risk.
    RESULTS: A total of 300,112 eRNAQTLs were identified across 30 different cancer types, which exert their influence on eRNA transcription by modulating chromatin status, binding affinity to transcription factors and RNA-binding proteins. These eRNAQTLs were found to be significantly enriched in cancer risk loci, explaining a substantial proportion of cancer heritability. Additionally, tumor-specific eRNAQTLs exhibited high responsiveness to the development of cancer. Moreover, the target genes of these eRNAs were associated with dysregulated signaling pathways and immune cell infiltration in cancer, highlighting their potential as therapeutic targets. Furthermore, multiple ethnic population studies have confirmed that an eRNAQTL rs3094296-T variant decreases the risk of CRC in populations from China (OR = 0.91, 95%CI 0.88-0.95, P = 2.92 × 10-7) and Europe (OR = 0.92, 95%CI 0.88-0.95, P = 4.61 × 10-6). Mechanistically, rs3094296 had an allele-specific effect on the transcription of the eRNA ENSR00000155786, which functioned as a transcriptional activator promoting the expression of its target gene SENP7. These two genes synergistically suppressed tumor cell proliferation. Our curated list of variants, genes, and drugs has been made available in CancereRNAQTL ( http://canernaqtl.whu.edu.cn/#/ ) to serve as an informative resource for advancing this field.
    CONCLUSIONS: Our findings underscore the significance of eRNAQTLs in transcriptional regulation and disease heritability, pinpointing the potential of eRNA-based therapeutic strategies in cancers.
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  • 文章类型: Journal Article
    背景:甲状腺髓样癌(MTC)是一种罕见但侵袭性的内分泌恶性肿瘤,起源于甲状腺的滤泡旁C细胞。增强子RNA(eRNA)是从增强子区转录的非编码RNA,是肿瘤发生的关键调节因子。然而,eRNAs在MTC中的作用和调控机制仍然知之甚少。本研究旨在鉴定调控MTC恶性表型的关键eRNAs,并揭示参与关键eRNAs调控的转录因子。
    方法:使用GSE32662和GSE114068鉴定差异表达基因,eRNAs,MTC中的增强子和增强子调节基因。将Metascape和转录因子亲和力预测方法用于基因功能富集和转录因子预测,分别。qRT-PCR用于检测基因转录水平。ChIP-qPCR用于评估组蛋白H3赖氨酸27乙酰化(H3K27ac)富集区与抗H3K27ac的结合。RIP-qPCR用于检测FOXQ1和LINC00887之间的结合。CCK8和Transwell检测MTC细胞的增殖和侵袭,分别。使用ROS测定试剂盒定量细胞内活性氧(ROS)水平。
    结果:筛选出4种eRNAs(S1FX-AS1、LINC00887、MCM3AP-AS1和A1BG-AS1),其中LINC00887是促进MTC细胞增殖和侵袭的关键eRNA。总共鉴定了由LINC00887调节的增强子控制的135个基因;其中,BCL2,PRDX1,SFTPD,TPO,GSS,RAD52、ZNF580和ZFP36L1在“ROS代谢过程”术语中显著富集。作为一种转录因子,调节富含“ROS代谢过程”术语的基因,FOXQ1可以招募LINC00887。FOXQ1的过表达恢复了LINC00887敲低诱导的MTC细胞中GSS和ZFP36L1转录的下调。此外,FOXQ1过表达抵消了LINC00887敲低对MTC细胞增殖和侵袭的抑制作用以及LINC00887敲低诱导的细胞内ROS积累的促进。
    结论:LINC00887被鉴定为促进MTC细胞恶性表型的关键eRNA。FOXQ1的参与对于LINC00887在MTC中发挥促肿瘤作用至关重要。我们的研究结果表明,FOXQ1/LINC00887轴是MTC的潜在治疗靶点。
    Medullary thyroid carcinoma (MTC) is a rare but aggressive endocrine malignancy that originates from the parafollicular C cells of the thyroid gland. Enhancer RNAs (eRNAs) are non-coding RNAs transcribed from enhancer regions, which are critical regulators of tumorigenesis. However, the roles and regulatory mechanisms of eRNAs in MTC remain poorly understood. This study aims to identify key eRNAs regulating the malignant phenotype of MTC and to uncover transcription factors involved in the regulation of key eRNAs.
    GSE32662 and GSE114068 were used for the identification of differentially expressed genes, eRNAs, enhancers and enhancer-regulated genes in MTC. Metascape and the transcription factor affinity prediction method were used for gene function enrichment and transcription factor prediction, respectively. qRT-PCR was used to detect gene transcription levels. ChIP-qPCR was used to assess the binding of histone H3 lysine 27 acetylation (H3K27ac)-enriched regions to anti- H3K27ac. RIP-qPCR was used to detect the binding between FOXQ1 and LINC00887. CCK8 and Transwell were performed to measure the proliferation and invasion of MTC cells, respectively. Intracellular reactive oxygen species (ROS) levels were quantified using a ROS assay kit.
    Four eRNAs (H1FX-AS1, LINC00887, MCM3AP-AS1 and A1BG-AS1) were screened, among which LINC00887 was the key eRNA promoting the proliferation and invasion of MTC cells. A total of 135 genes controlled by LINC00887-regulated enhancers were identified; among them, BCL2, PRDX1, SFTPD, TPO, GSS, RAD52, ZNF580, and ZFP36L1 were significantly enriched in the \"ROS metabolic process\" term. As a transcription factor regulating genes enriched in the \"ROS metabolic process\" term, FOXQ1 could recruit LINC00887. Overexpression of FOXQ1 restored LINC00887 knockdown-induced downregulation of GSS and ZFP36L1 transcription in MTC cells. Additionally, FOXQ1 overexpression counteracted the inhibitory effects of LINC00887 knockdown on the proliferation and invasion of MTC cells and the promotion of intracellular ROS accumulation induced by LINC00887 knockdown.
    LINC00887 was identified as a key eRNA promoting the malignant phenotype of MTC cells. The involvement of FOXQ1 was essential for LINC00887 to play a pro-tumorigenic role in MTC. Our findings suggest that the FOXQ1/LINC00887 axis is a potential therapeutic target for MTC.
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  • 文章类型: Journal Article
    核受体,法尼醇X受体(FXR/NR1H4),越来越被认为是代谢性疾病的有前途的药物靶标,包括非酒精性脂肪性肝炎(NASH)。FXR调控的蛋白质编码基因是众所周知的,但是FXR是否也通过调节长链非编码RNA(lncRNAs)起作用,大大超过蛋白质编码基因,仍然未知。利用小鼠肝脏中的RNA-seq和全局运行测序(GRO-seq)分析,我们发现FXR激活会影响携带增强子特征的染色质区域的许多RNA转录本的表达。在这些中,我们发现了以前未注释的富含肝脏的增强子来源的lncRNA(eRNA),称为FXR诱导的非编码RNA(Fincor)。我们证明Fincor是由锤头型FXR激动剂特异性诱导的,包括GW4064和热带。在饮食NASH小鼠中,CRISPR/Cas9介导的Fincor的肝脏特异性敲除降低了rotofexor的有益作用,目前正在进行NASH和原发性胆汁性胆管炎(PBC)临床试验的FXR激动剂,表明Tropifexor治疗NASH中肝纤维化和炎症的改善部分由Fincor介导。总的来说,我们的研究结果强调,通过锤头型激动剂对FXR的药理激活诱导了一种新的eRNA,Fincor,有助于改善小鼠NASH。Fincor可能代表解决代谢紊乱的新药物靶标,包括NASH。
    非酒精性脂肪性肝炎,也被称为NASH,是一种严重的疾病,脂肪沉积在肝脏周围导致炎症,肿胀,对器官的疤痕和持久损害。尽管是全球肝脏相关死亡的主要原因之一,该疾病没有批准的治疗方法。被称为法尼酯X受体(或FXR)的蛋白质越来越被认为是非酒精性脂肪性肝炎的有希望的药物靶标。一旦激活,FXR有助于调节编码对肝脏健康重要的蛋白质的DNA区域的活性。然而,人们对FXR如何作用于非编码区知之甚少,不产生蛋白质但可以转录成具有重要生物学作用的RNA分子的DNA序列。作为回应,Chenetal.研究了非编码RNA的FXR激活是否与锤头FXR激动剂的临床益处有关,一种激活这种受体的合成化合物。要做到这一点,对小鼠肝脏进行遗传分析,以鉴定当FXR被激动剂激活时产生的非编码RNA.这些实验表明,激动剂激活的FXR诱导了一系列从DNA序列转录的非编码RNA,称为增强子。这有助于调节基因表达。特别是,锤头FXR激动剂导致肝脏特异性增强子RNA的产生,称为Fincor。使用rotofexor的其他实验,锤头FXR激动剂目前进入临床试验,表明,这种研究新药在低Fincor水平的非酒精性脂肪性肝炎小鼠模型中减少了益处。这表明这种增强子RNA可能在介导锤头FXR激动剂的临床益处中起关键作用,鼓励进一步研究其作用和治疗价值。
    The nuclear receptor, farnesoid X receptor (FXR/NR1H4), is increasingly recognized as a promising drug target for metabolic diseases, including nonalcoholic steatohepatitis (NASH). Protein-coding genes regulated by FXR are well known, but whether FXR also acts through regulation of long non-coding RNAs (lncRNAs), which vastly outnumber protein-coding genes, remains unknown. Utilizing RNA-seq and global run-on sequencing (GRO-seq) analyses in mouse liver, we found that FXR activation affects the expression of many RNA transcripts from chromatin regions bearing enhancer features. Among these we discovered a previously unannotated liver-enriched enhancer-derived lncRNA (eRNA), termed FXR-induced non-coding RNA (Fincor). We show that Fincor is specifically induced by the hammerhead-type FXR agonists, including GW4064 and tropifexor. CRISPR/Cas9-mediated liver-specific knockdown of Fincor in dietary NASH mice reduced the beneficial effects of tropifexor, an FXR agonist currently in clinical trials for NASH and primary biliary cholangitis (PBC), indicating that amelioration of liver fibrosis and inflammation in NASH treatment by tropifexor is mediated in part by Fincor. Overall, our findings highlight that pharmacological activation of FXR by hammerhead-type agonists induces a novel eRNA, Fincor, contributing to the amelioration of NASH in mice. Fincor may represent a new drug target for addressing metabolic disorders, including NASH.
    Non-alcoholic steatohepatitis, also known as NASH, is a severe condition whereby fat deposits around the liver lead to inflammation, swelling, scarring and lasting damage to the organ. Despite being one of the leading causes of liver-related deaths worldwide, the disease has no approved treatment. A protein known as Farnesoid X receptor (or FXR) is increasingly being recognized as a promising drug target for non-alcoholic steatohepatitis. Once activated, FXR helps to regulate the activity of DNA regions which are coding for proteins important for liver health. However, less is known about how FXR may act on non-coding regions, the DNA sequences that do not generate proteins but can be transcribed into RNA molecules with important biological roles. In response, Chen et al. investigated whether FXR activation of non-coding RNAs could be linked to the clinical benefits of hammerhead FXR agonists, a type of synthetic compounds that activates this receptor. To do so, genetic analyses of mouse livers were performed to identify non-coding RNAs generated when FXR was activated by the agonist. These experiments revealed that agonist-activated FXR induced a range of non-coding RNAs transcribed from DNA sequences known as enhancers, which help to regulate gene expression. In particular, hammerhead FXR agonists led to the production of a liver-specific enhancer RNA called Fincor. Additional experiments using tropifexor, a hammerhead FXR agonist currently into clinical trials, showed that this investigational new drug had reduced benefits in a mouse model of non-alcoholic steatohepatitis with low Fincor levels. This suggested that this enhancer RNA may play a key role in mediating the clinical benefits of hammerhead FXR agonists, encouraging further research into its role and therapeutic value.
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  • 文章类型: Journal Article
    背景:我们旨在全面分析免疫相关eRNAs驱动基因在肺腺癌(LUAD)中的临床价值,并寻找潜在的预后和治疗反应的生物标志物,以改善这种恶性疾病的生存率。
    方法:进行Pearson的相关性分析以鉴定免疫相关的eRNA驱动基因。Cox回归和最小绝对收缩和选择算子(LASSO)分析用于构建该预后风险特征。使用基因本体论(GO)和京都基因和基因组百科全书(KEGG)途径分析来研究潜在的分子机制。进行单样品基因集富集分析(ssGSEA)算法以基于签名评估免疫状态。进行定量实时PCR(qRT-PCR)分析以评估LUAD组织和邻近肺组织之间的标记基因的表达值。
    结果:五个免疫相关的eRNAs驱动基因(SHC1,GDF10,CCL14,FYN,和NOD1)被鉴定为构建具有良好预测能力的预后风险特征。与具有低风险评分的患者相比,具有基于特征的高风险评分的患者与恶性临床特征显着相关。Kaplan-Meier分析表明,与高风险组相比,低风险组的样本具有延长的生存期。该风险特征被验证为在不同临床情况和独立队列中具有有希望的预测能力和可靠性。功能富集分析表明,IgA产生途径的体液免疫反应和肠道免疫网络可能是与该特征相关的潜在分子机制。高危组绝大多数免疫浸润细胞的比例明显低于低危组,低危组的免疫治疗反应率明显高于高危组。此外,BI-2536,去甲溴铵,ULK1是治疗风险评分较高的患者的潜在药物.最后,体内实验和数据库分析表明,CCL14、FYN、NOD1和GDF10是潜在的LUAD抑制剂,SHC1是LUAD的潜在治疗靶标。
    结论:最重要的是,我们在LUAD中构建了具有良好预测能力的预后风险标志,这与恶性特征显著相关,免疫抑制肿瘤微环境,和免疫治疗反应,并可能在临床决策中提供临床益处。
    BACKGROUND: We aimed to comprehensively analyze the clinical value of immune-related eRNAs-driven genes in lung adenocarcinoma (LUAD) and find the potential biomarkers for prognosis and therapeutic response to improve the survival of this malignant disease.
    METHODS: Pearson\'s correlation analysis was performed to identify the immune-related eRNAs-driven genes. Cox regression and least absolute shrinkage and selection operator (LASSO) analyses were used to construct this prognostic risk signature. Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway analyses were used to investigate the underlying molecular mechanism. The single sample gene set enrichment analysis (ssGSEA) algorithm was conducted to evaluate the immune status based on the signature. The quantitative real-time PCR (qRT-PCR) analysis was performed to evaluate the expression value of the signature genes between LUAD tissues and adjacent lung tissues.
    RESULTS: Five immune-related eRNAs-driven genes (SHC1, GDF10, CCL14, FYN, and NOD1) were identified to construct a prognostic risk signature with favorable predictive capacity. The patients with high-risk scores based on the signature were significantly associated with the malignant clinical features compared with those with low-risk scores. Kaplan-Meier analysis demonstrated that the sample in the low-risk group had a prolonged survival compared with those in the high-risk group. This risk signature was validated to have a promising predictive capacity and reliability in diverse clinical situations and independent cohorts. The functional enrichment analysis demonstrated that humoral immune response and intestinal immune network for IgA production pathway might be the underlying molecular mechanism related to the signature. The proportion of the vast majority of immune infiltrating cells in the high-risk group was significantly lower than that in the low-risk group, and the immunotherapy response rate in the low-risk group was significantly higher than that in the high-risk group. Moreover, BI-2536, sepantronium bromide, and ULK1 were the potential drugs for the treatment of patients with higher risk scores. Finally, the experiment in vivo and database analysis indicated that CCL14, FYN, NOD1, and GDF10 are the potential LUAD suppressor and SHC1 is a potential treatment target for LUAD.
    CONCLUSIONS: Above all, we constructed a prognostic risk signature with favorable predictive capacity in LUAD, which was significantly associated with malignant features, immunosuppressive tumor microenvironment, and immunotherapy response and may provide clinical benefit in clinical decisions.
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  • 文章类型: Preprint
    单细胞RNA测序(scRNA-seq)为细胞异质性提供了前所未有的见解。尽管来自最普遍和流行的标记末端方案的scRNA-seq读数预计来自聚腺苷酸化RNA的3'末端,最近的研究表明,“脱靶”阅读可以构成阅读群体的很大一部分。在这项工作中,我们介绍了scCensus,全面的分析工作流程,用于系统地评估和分类scRNA-seq中的脱靶读数。我们将scCensus应用于七个scRNA-seq数据集。我们对基因间读数的分析表明,这些脱靶读数包含有关染色质结构的信息,可用于识别跨模态的相似细胞。我们对反义读段的分析表明,这些读段可用于改善基因检测并捕获有趣的转录活性,如反义转录。此外,使用拼接感知量化,我们发现剪接和未剪接的读段提供了关于细胞簇和生物标志物的不同信息,建议整合来自具有不同剪接状态的读段的信号的效用。总的来说,我们的结果表明,脱靶scRNA-seq读段包含有关各种转录活性的低估信息。这些关于现有scRNA-seq数据中尚未利用的信息的观察将有助于指导和激励社区改进当前的算法和分析方法。并开发利用脱靶读取来扩展单细胞数据分析管道的范围和准确性的新方法。
    Single-cell RNA-sequencing (scRNA-seq) provides unprecedented insights into cellular heterogeneity. Although scRNA-seq reads from most prevalent and popular tagged-end protocols are expected to arise from the 3\' end of polyadenylated RNAs, recent studies have shown that \"off-target\" reads can constitute a substantial portion of the read population. In this work, we introduced scCensus, a comprehensive analysis workflow for systematically evaluating and categorizing off-target reads in scRNA-seq. We applied scCensus to seven scRNA-seq datasets. Our analysis of intergenic reads shows that these off-target reads contain information about chromatin structure and can be used to identify similar cells across modalities. Our analysis of antisense reads suggests that these reads can be used to improve gene detection and capture interesting transcriptional activities like antisense transcription. Furthermore, using splice-aware quantification, we find that spliced and unspliced reads provide distinct information about cell clusters and biomarkers, suggesting the utility of integrating signals from reads with different splicing statuses. Overall, our results suggest that off-target scRNA-seq reads contain underappreciated information about various transcriptional activities. These observations about yet-unexploited information in existing scRNA-seq data will help guide and motivate the community to improve current algorithms and analysis methods, and to develop novel approaches that utilize off-target reads to extend the reach and accuracy of single-cell data analysis pipelines.
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  • 文章类型: Journal Article
    背景:免疫相关增强子RNA(eRNA)在癌症代谢研究中引起了广泛关注,然而,它们在ccRCC中的具体作用仍然难以捉摸。
    方法:我们从TCGA数据库检索了eRNA表达谱,并通过评估其与免疫基因的共表达来鉴定免疫相关eRNA(IRE)。利用共识聚类,我们将这些IRE组织成两个不同的集群。通过LASSO和多变量Cox分析完成IRE特征的构建。此外,我们进行了细胞计数试剂盒-8和克隆形成试验,以评估Caki-1和769-P细胞增殖能力的变化.
    结果:在ccRCC中存在两个免疫相关eRNAs簇,每个都具有独特的预后和免疫学属性。簇B表现出免疫抑制特性,并与免疫抑制细胞呈正相关。功能富集分析揭示了它们参与几种肿瘤促进途径,代谢途径和免疫途径。IRE签名证明了其准确预测患者免疫和预后特征的潜力。AC003092.1,一种与患者生存密切相关的eRNA,作为潜在的癌基因出现与ccRCC患者的不良预后以及免疫抑制细胞和检查点的存在显着相关。值得注意的是,AC003092.1在ccRCC组织和细胞系中显示出明显的上调,其敲除显著抑制Caki-1和769-P细胞的增殖。
    结论:我们建立了一个稳健的预测模型,该模型在确定预后中起着至关重要的作用,ccRCC患者的临床病理特征和免疫细胞浸润模式。IRE,特别是AC003092.1,与生存率密切相关,有望成为ccRCC的新型免疫治疗靶点。
    Immune-related enhancer RNAs (eRNAs) have garnered significant attention in cancer metabolism research, yet their specific roles in ccRCC have remained elusive.
    We retrieved eRNA expression profiles from TCGA database and identified immune-related eRNAs (IREs) by assessing their co-expression with immune genes. Utilizing consensus clustering, we organized these IREs into two distinct clusters. The construction of an IREs signature was accomplished through the LASSO and multivariate Cox analysis. Furthermore, we performed Cell Counting Kit-8 and clonogenic assays to assess changes in the proliferative capacity of Caki-1 and 769-P cells.
    The existence of two clusters of immune-related eRNAs in ccRCC, each with distinctive prognostic and immunological attributes. Cluster B exhibited immunosuppressive properties and displayed a positive correlation with immunosuppressive cells. Functional enrichment analysis unveiled their involvement in several tumor-promoting pathways, metabolic pathways and immune pathways. The IREs signature demonstrated its potential to accurately predict patient immune and prognostic characteristics. AC003092.1, an eRNA strongly associated with patient survival, emerged as a potential oncogene significantly linked to adverse prognosis and the presence of immunosuppressive cells and checkpoints in ccRCC patients. Notably, AC003092.1 displayed marked upregulation in ccRCC tissues and cell lines, and its knockdown substantially inhibited the proliferation of Caki-1 and 769-P cells.
    We established a robust predictive model that played a vital role in determining the prognosis, clinicopathological characteristics and immune cell infiltration patterns of ccRCC patients. IRE, particularly AC003092.1, which was strongly associated with survival, hold promise as novel immunotherapeutic targets for ccRCC.
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