polyadenylation

聚腺苷酸化
  • 文章类型: Journal Article
    选择性聚腺苷酸化在癌症发生和进展中起着重要作用;然而,当前的全转录组关联研究在鉴定推定的癌症易感基因时大多忽略了选择性聚腺苷酸化。这里,我们通过整合22种主要癌症类型的55个数据集(n>50,000)全基因组关联研究数据集,以及7,574例个体的23,955个RNA测序样本中的替代聚腺苷酸化定量,进行了全癌症3'非翻译区选择性聚腺苷酸化转录组范围关联分析.我们发现,与选择性聚腺苷酸化相关的遗传变异与28.57%的癌症基因座共定位,并贡献了癌症遗传力的显着部分。我们进一步确定了642个显著的癌症易感基因,预测通过选择性聚腺苷酸化调节癌症风险,其中62.46%被传统的表达和剪接研究忽视。作为原理验证的证明,我们表明,替代等位基因促进CRLS1基因的3'非翻译区延长,导致蛋白质丰度增加并促进乳腺癌细胞的增殖。一起,我们的研究强调了选择性多聚腺苷酸化在发现新的癌症易感基因中的重要作用,并为我们增强对人类癌症病因的理解提供了一个强有力的基础框架.
    Alternative polyadenylation plays an important role in cancer initiation and progression; however, current transcriptome-wide association studies mostly ignore alternative polyadenylation when identifying putative cancer susceptibility genes. Here, we perform a pan-cancer 3\' untranslated region alternative polyadenylation transcriptome-wide association analysis by integrating 55 well-powered (n > 50,000) genome-wide association studies datasets across 22 major cancer types with alternative polyadenylation quantification from 23,955 RNA sequencing samples across 7,574 individuals. We find that genetic variants associated with alternative polyadenylation are co-localized with 28.57% of cancer loci and contribute a significant portion of cancer heritability. We further identify 642 significant cancer susceptibility genes predicted to modulate cancer risk via alternative polyadenylation, 62.46% of which have been overlooked by traditional expression- and splicing- studies. As proof of principle validation, we show that alternative alleles facilitate 3\' untranslated region lengthening of CRLS1 gene leading to increased protein abundance and promoted proliferation of breast cancer cells. Together, our study highlights the significant role of alternative polyadenylation in discovering new cancer susceptibility genes and provides a strong foundational framework for enhancing our understanding of the etiology underlying human cancers.
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  • 文章类型: Journal Article
    选择性聚腺苷酸化(APA)在大脑发育中起着至关重要的作用;然而,当前的全转录组关联研究(TWAS)在提名易感基因方面很大程度上忽略了APA。这里,我们对11种脑部疾病进行了3'非翻译区(3'UTR)APATWAS(3'aTWAS),方法是将2,937例患者的全基因组关联研究数据与17,300个RNA-seq样本相结合.我们鉴定了354个3个aTWAS显著基因,包括已知的APA相关风险基因,如帕金森病的SNCA。在这354个基因中,约57%在传统表达和剪接TWAS研究中不显著,由于APA可以规范翻译,独立于mRNA水平表达或剪接的靶基因的定位和蛋白质-蛋白质相互作用。此外,我们发现ATXN3是肌萎缩侧索硬化症的一个3'aTWAS显著基因,及其调节对肌萎缩侧索硬化症的体外病理标志有很大影响。一起,3'aTWAS是提名重要的与APA相关的脑疾病易感基因的有力策略,其中大部分被传统的表达和剪接分析忽视。
    Alternative polyadenylation (APA) plays an essential role in brain development; however, current transcriptome-wide association studies (TWAS) largely overlook APA in nominating susceptibility genes. Here, we performed a 3\' untranslated region (3\'UTR) APA TWAS (3\'aTWAS) for 11 brain disorders by combining their genome-wide association studies data with 17,300 RNA-seq samples across 2,937 individuals. We identified 354 3\'aTWAS-significant genes, including known APA-linked risk genes, such as SNCA in Parkinson\'s disease. Among these 354 genes, ~57% are not significant in traditional expression- and splicing-TWAS studies, since APA may regulate the translation, localization and protein-protein interaction of the target genes independent of mRNA level expression or splicing. Furthermore, we discovered ATXN3 as a 3\'aTWAS-significant gene for amyotrophic lateral sclerosis, and its modulation substantially impacted pathological hallmarks of amyotrophic lateral sclerosis in vitro. Together, 3\'aTWAS is a powerful strategy to nominate important APA-linked brain disorder susceptibility genes, most of which are largely overlooked by conventional expression and splicing analyses.
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  • 文章类型: Evaluation Study
    选择性切割和聚腺苷酸化(APA),RNA处理事件,发生在超过70%的人类蛋白质编码基因中。APA产生具有不同3'末端的mRNA转录物。大多数APA发生在3个UTR内,包含可以影响mRNA稳定性的调控元件,翻译,和本地化。
    APA可以使用许多已建立的计算工具进行分析,这些工具可以从标准,短读RNA-seq数据集。这里,我们对一些这样的工具进行了基准测试——TAPAS,卡塔尔,DaPars2,GETUTR,和APATRAP-对3'-Seq,一个专门的RNA-seq协议,在基因的3个末端富集读取,和Iso-Seq,太平洋生物科学(PacBio)单分子全长RNA-seq方法能够识别聚腺苷酸化位点并量化聚腺苷酸化位点的使用。我们证明了3'-Seq和Iso-Seq能够比采用短读RNA-seq作为输入的计算工具更可靠地识别和量化聚腺苷酸化位点的使用。然而,我们发现运行一个这样的工具,卡塔尔,通过一组源自少量3\'-Seq或Iso-Seq的聚腺苷酸化位点注释,可以可靠地量化不同条件下APA的变化,比如跨基因型,如成功定位替代聚腺苷酸化数量性状基因座(apaQTL)所证明的。
    我们设想我们的分析将揭示采用更专业的测序方案研究APA的优势。例如3\'-Seq或Iso-Seq,以及用短读RNA-seq研究APA的局限性。我们提供了一个计算管道,以使用Iso-Seq数据作为输入来帮助识别聚腺苷酸化位点和定量聚腺苷酸化位点使用。
    Alternative cleavage and polyadenylation (APA), an RNA processing event, occurs in over 70% of human protein-coding genes. APA results in mRNA transcripts with distinct 3\' ends. Most APA occurs within 3\' UTRs, which harbor regulatory elements that can impact mRNA stability, translation, and localization.
    APA can be profiled using a number of established computational tools that infer polyadenylation sites from standard, short-read RNA-seq datasets. Here, we benchmarked a number of such tools-TAPAS, QAPA, DaPars2, GETUTR, and APATrap- against 3\'-Seq, a specialized RNA-seq protocol that enriches for reads at the 3\' ends of genes, and Iso-Seq, a Pacific Biosciences (PacBio) single-molecule full-length RNA-seq method in their ability to identify polyadenylation sites and quantify polyadenylation site usage. We demonstrate that 3\'-Seq and Iso-Seq are able to identify and quantify the usage of polyadenylation sites more reliably than computational tools that take short-read RNA-seq as input. However, we find that running one such tool, QAPA, with a set of polyadenylation site annotations derived from small quantities of 3\'-Seq or Iso-Seq can reliably quantify variation in APA across conditions, such asacross genotypes, as demonstrated by the successful mapping of alternative polyadenylation quantitative trait loci (apaQTL).
    We envisage that our analyses will shed light on the advantages of studying APA with more specialized sequencing protocols, such as 3\'-Seq or Iso-Seq, and the limitations of studying APA with short-read RNA-seq. We provide a computational pipeline to aid in the identification of polyadenylation sites and quantification of polyadenylation site usages using Iso-Seq data as input.
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  • 文章类型: Journal Article
    目前,对于长期太空飞行对控制omega-6和omega-3脂肪酸代谢的主要酶的影响尚不清楚。为了解决这个知识差距,我们使用了NASA双胞胎研究的数据,其中包括在长达一年(340天)的人类太空飞行中发生的变化的多尺度组学研究。嵌入NASATwins数据中的是与脂肪酸代谢相关的特定分析物。
    在太空中1年内检查单个人中的长链脂肪酸去饱和酶和延伸酶。
    一对男性双胞胎在国际空间站(ISS)上飞行了一年,而他的单卵双胞胎则是基因匹配的地面对照.纵向评估包括基因组,epige-nome,转录组,蛋白质组,代谢组,微生物组,和免疫组在任务期间,以及前后6个月。基因特异性脂肪酸去饱和酶和延伸酶转录组数据(FADSl、FADS2、ELOVL2和ELOVL5)从源自白细胞级分的非靶向RNA-seq测量中提取。
    对于CD8,CD19和淋巴细胞耗竭(LD)细胞部分,延长酶和去饱和酶的大多数数据显示出相对相似的表达谱(R2>0.6)。表明受试者内部和受试者之间功能的总体保守性。在某些情况下观察到细胞类型和时间特异性,并且在加工的RNA的聚腺苷酸化(polyA)部分与核糖耗尽的(核糖-)部分之间的一些差异也是明显的。飞行受试者在几乎所有细胞类型中都显示出脂肪酸代谢过程途径的更强富集(柱,CD4,CD8,CPT,andLD),尤其是在RNA的核糖耗尽部分中,还有RNA的polyA+部分。跨三个相关脂肪酸代谢途径的基因集富集分析(GSEA)测量显示地面和飞行对象之间存在差异。
    在太空中,去饱和酶和延伸酶基因表达似乎没有与1年相关的持续改变。然而,这些数据提供了细胞脂质代谢可以对太空飞行做出反应和动态的证据,即使它看起来是细胞类型和上下文特定的,最值得注意的是在测量的RNA分数和收集方案方面。这些结果也为所选基因表达的中速尖峰提供了新的证据,这可能表明在太空飞行期间对特定攻击的瞬态响应。
    At present, there is no clear understanding of the effect of long-duration spaceflight on the major enzymes that govern the metabolism of omega-6 and omega-3 fatty acids. To address this gap in knowledge, we used data from the NASA Twins Study, which includes a multiscale omics investigation of the changes that occurred during a year-long (340 days) human spaceflight. Embedded within the NASA Twins data are specific analytes associated with fatty acid metabolism.
    To examine the long-chain fatty acid desaturases and elongases in a single human during 1 year in space.
    One male twin was on board the International Space Station (ISS) for 1 year, while his monozygotic twin served as a genetically matched ground control. Longitudinal assessments included the genome, epige-nome, transcriptome, proteome, metabolome, microbiome, and immunome during the mission, as well as 6 months before and after. The gene-specific fatty acid desaturase and elongase transcriptome data (FADS1, FADS2, ELOVL2, and ELOVL5) were extracted from untargeted RNA-seq measurements derived from white blood cell fractions.
    Most data from the elongases and desaturases exhibited relatively similar expression profiles (R2 >0.6) over time for the CD8, CD19, and lymphocyte-depleted (LD) cell fractions, indicating overall conservation of function within and between the subjects. Both cell-type and temporal specificity was observed in some cases, and some differences were also apparent between the polyadenylated (polyA) fraction of processed RNAs versus the ribodepleted (ribo-) fraction. The flight subject showed a stronger enrichment of the fatty acid metabolic process pathway across almost all cell types (columns, CD4, CD8, CPT, and LD), most especially in the ribodepleted fraction of RNA, but also with the polyA+ fraction of RNA. Gene set enrichment analysis (GSEA) measures across three related fatty acid metabolism pathways showed a differential between the ground and the flight subject.
    There appears to be no persistent alteration of desaturase and elongase gene expression associated with 1 year in space. However, these data provide evidence that cellular lipid metabolism can be responsive and dynamic to spaceflight, even though it appears cell-type and context specific, most notably in terms of the fraction of RNA measured and the collection protocols. These results also provide new evidence of mid-flight spikes in expression of selected genes, which may indicate transient responses to specific insults during spaceflight.
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  • 文章类型: Journal Article
    强直性肌营养不良1型(DM1)是一种罕见的遗传性疾病,以肌营养不良为特征,肌强直,和其他症状。DM1是由DMPK的3'-非翻译区中CTG重复的扩增引起的。较长的CTG扩张与更大的症状严重程度和更早的发病年龄相关。发病的主要机制被认为是由含有CUG的RNA的功能获得介导的。这导致许多其他基因的RNA代谢的反式失调。具体来说,已知许多基因的选择性剪接(AS)和选择性聚腺苷酸化(APA)被破坏。在新兴DM1治疗的临床试验的背景下,重要的是能够在分子生物标志物水平上客观量化治疗效果.我们展示了先前描述的候选mRNA生物标志物如何用于模拟CTG长度的有效减少,使用现代高维统计(机器学习),以及血液和肌肉mRNA微阵列数据集。我们展示了该模型如何在临床试验的背景下用于检测治疗效果。
    Myotonic dystrophy type 1 (DM1) is a rare genetic disorder, characterised by muscular dystrophy, myotonia, and other symptoms. DM1 is caused by the expansion of a CTG repeat in the 3\'-untranslated region of DMPK. Longer CTG expansions are associated with greater symptom severity and earlier age at onset. The primary mechanism of pathogenesis is thought to be mediated by a gain of function of the CUG-containing RNA, that leads to trans-dysregulation of RNA metabolism of many other genes. Specifically, the alternative splicing (AS) and alternative polyadenylation (APA) of many genes is known to be disrupted. In the context of clinical trials of emerging DM1 treatments, it is important to be able to objectively quantify treatment efficacy at the level of molecular biomarkers. We show how previously described candidate mRNA biomarkers can be used to model an effective reduction in CTG length, using modern high-dimensional statistics (machine learning), and a blood and muscle mRNA microarray dataset. We show how this model could be used to detect treatment effects in the context of a clinical trial.
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  • 文章类型: Journal Article
    X-linked hypophosphatemia (XLH), the most prevalent heritable renal phosphate (Pi) wasting disorder, is caused by deactivating mutations of PHEX. Consequently, circulating phosphatonin FGF23 becomes elevated and hypophosphatemia in affected children leads to rickets with skeletal deformity and reduced linear growth while affected adults suffer from osteomalacia and forms of ectopic mineralization. In 2015, we reported uniquely mild XLH in six children and four of their mothers carrying the non-coding PHEX 3\'-UTR mutation c.*231A>G. Herein, we characterize this mild XLH variant by comparing its features in 30 individuals to 30 age- and sex-matched patients with XLH but without the 3\'-UTR mutation. The \"UTR\" and \"XLH\" groups, both comprising 17 children (2 to 17 years, 3 girls) and 13 adults (23 to 63 years, 10 women), had mean ages of 23 years. Only 43% of the UTR group versus 90% of the XLH group had received medical treatment for their disorder, including 0% versus 85% of the females, respectively (ps < .0001). The UTR group was taller: mean ± SD height Z-score (HZ) -1.0 ± 1.0 versus -2.0 ± 1.4 (p = .0034), with significantly greater height for females (-0.9 ± 0.7 versus -2.3 ± 1.4; p = .0050) but not males (-1.2 ± 1.1 versus -1.9 ± 1.5; p = .1541), respectively. Mean ± SD \"arm span Z-score\" (AZ) did not differ between the UTR -0.8 ± 1.3 versus XLH -1.3 ± 1.8 groups (p = .2269). Consequently, the UTR group was more proportionate with a mean ∆Z (AZ - HZ) of 0.1 ± 0.6 versus 0.7 ± 1.0 (p = .0158), respectively. Compared to the XLH group, the UTR group had significantly higher fasting serum Pi and renal tubular threshold maximum for phosphorus per glomerular filtration rate (TmP/GFR) (ps ≤ .0060), serum FGF23 concentrations within the reference range (p = .0068), and similar serum alkaline phosphatase levels (p = .6513). UTR lumbar spine bone mineral density Z-score was higher (p = .0343). Thus, the 3\'-UTR variant of XLH is distinctly mild, especially in girls and women, posing challenges for its recognition and management. © 2020 American Society for Bone and Mineral Research.
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  • 文章类型: Journal Article
    The CFIm25 subunit of the heterotetrameric cleavage factor Im (CFIm) is a critical factor in the formation of the poly(A) tail at mRNA 3\' end, regulating the recruitment of polyadenylation factors, poly(A) site selection, and cleavage/polyadenylation reactions. We previously reported the homologous protein (EhCFIm25) in Entamoeba histolytica, the protozoan causing human amoebiasis, and showed the relevance of conserved Leu135 and Tyr236 residues for RNA binding. We also identified the GUUG sequence as the recognition site of EhCFIm25. To understand the interactions network that allows the EhCFIm25 to maintain its three-dimensional structure and function, here we performed molecular dynamics simulations of wild-type (WT) and mutant proteins, alone or interacting with the GUUG molecule. Our results indicated that in the presence of the GUUG sequence, WT converged more quickly to lower RMSD values in comparison with mutant proteins. However, RMSF values showed that movements of amino acids of WT and EhCFIm25*L135 T were almost identical, interacting or not with the GUUG molecule. Interestingly, EhCFIm25*L135 T, which is the only mutant with a slight RNA binding activity experimentally, presents the same stabilization of bend structures and alpha helices as WT, notably in the C-terminus. Moreover, WT and EhCFIm25*L135 T presented almost the same number of contacts that mainly involve lysine residues interacting with the G4 nucleotide. Overall, our data proposed a clear description of the structural and mechanistic data that govern the RNA binding capacity of EhCFIm25.
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  • 文章类型: Journal Article
    We propose a new analytical scheme in which field-flow fractionation (FFF)-based separation of target-specific polystyrene (PS) particle probes of different sizes are incorporated with amplified surface-enhanced Raman scattering (SERS) tagging for the simultaneous and sensitive detection of multiple microRNAs (miRNAs). For multiplexed detection, PS particles of three different diameters (15, 10, 5 μm) were used for the size-coding, and a probe single stranded DNA (ssDNA) complementary to a target miRNA was conjugated on an intended PS particle. After binding of a target miRNA on PS probe, polyadenylation reaction was executed to generate a long tail composed of adenine (A) serving as a binding site to thymine (T) conjugated Au nanoparticles (T-AuNPs) to increase SERS intensity. The three size-coded PS probes bound with T-AuNPs were then separated in a FFF channel. With the observation of extinction-based fractograms, separation of three size-coded PS probes was clearly confirmed, thereby enabling of measuring three miRNAs simultaneously. Raman intensities of FFF fractions collected at the peak maximum of 15, 10 and 5 μm PS probes varied fairy quantitatively with the change of miRNA concentrations, and the reproducibility of measurement was acceptable. The proposed method is potentially useful for simultaneous detection of multiple miRNAs with high sensitivity.
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  • 文章类型: Journal Article
    Alternative polyadenylation has been recognized as a key contributor of gene expression regulation by generating different transcript isoforms with altered 3\' ends. Although polyadenylation is well known for marking the end of a 3\' UTR, an increasing number of studies have reported previously less-addressed polyadenylation events located in other parts of genes in many eukaryotic organisms. These other locations include 5\' UTRs, introns and coding sequences (termed herein as non-3UTR), as well as antisense and intergenic polyadenlation. Focusing on the non-3UTR polyadenylation sites (n3PASs), we detected and characterized more than 11000 n3PAS clusters in the Arabidopsis genome using poly(A)-tag sequencing data (PAT-Seq). Further analyses suggested that the occurrence of these n3PASs were positively correlated with certain characteristics of their respective host genes, including the presence of spliced, diminutive or diverse beginning of 5\' UTRs, number of introns and whether introns have extreme lengths. The interaction of the host genes with surrounding genetic elements, like a convergently overlapped gene and associated transposable element, may contribute to the generation of a n3PAS as well. Collectively, these results provide a better understanding of n3PASs, and offer some new insights of the underlying mechanisms for non-3UTR polyadenylation and its regulation in plants.
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  • 文章类型: Journal Article
    系统生物学的主要目标是定量整合来自全基因组测量的多个参数。为了整合poly(A)尾巴长度和腺苷酸化位点的基因表达动力学,我们开发了一种有针对性的下一代测序方法,Poly(A)-测试RNA-测序。PAT-seq返回(I)数字基因表达,(ii)聚腺苷酸化位点/s,和(iii)真核转录组内部和之间的聚腺苷酸化状态。PAT-seq与以前的3''聚焦RNA-seq方法的不同之处在于,它严格取决于总RNA样品中的3''腺苷酸化,并且测序文库中包括完整的天然poly(A)尾。这里,分析来自出芽酵母细胞的总RNA样品,以鉴定腺苷酸化状态和响应于主要细胞质死酶Ccr4损失的基因表达之间的交叉。此外,在经典的Crabtree-Warburg代谢转移中证明了基因表达和腺苷酸化状态的一致变化。因为所有的聚腺苷酸化RNA都是通过这种方法来检测的,替代腺苷酸化位点,还鉴定了非编码RNA和RNA衰变中间体。最重要的是,PAT-SEQ方法使用标准测序程序,支持显著的多路复用,因此,复制和严格的统计分析可以首次用于测量基因组范围内的3'-UTR动力学。
    A major objective of systems biology is to quantitatively integrate multiple parameters from genome-wide measurements. To integrate gene expression with dynamics in poly(A) tail length and adenylation site, we developed a targeted next-generation sequencing approach, Poly(A)-Test RNA-sequencing. PAT-seq returns (i) digital gene expression, (ii) polyadenylation site/s, and (iii) the polyadenylation-state within and between eukaryotic transcriptomes. PAT-seq differs from previous 3\' focused RNA-seq methods in that it depends strictly on 3\' adenylation within total RNA samples and that the full-native poly(A) tail is included in the sequencing libraries. Here, total RNA samples from budding yeast cells were analyzed to identify the intersect between adenylation state and gene expression in response to loss of the major cytoplasmic deadenylase Ccr4. Furthermore, concordant changes to gene expression and adenylation-state were demonstrated in the classic Crabtree-Warburg metabolic shift. Because all polyadenylated RNA is interrogated by the approach, alternative adenylation sites, noncoding RNA and RNA-decay intermediates were also identified. Most important, the PAT-seq approach uses standard sequencing procedures, supports significant multiplexing, and thus replication and rigorous statistical analyses can for the first time be brought to the measure of 3\'-UTR dynamics genome wide.
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