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Abolished frameshifting for predicted structure-stabilizing SARS-CoV-2 mutants: implications to alternative conformations and their statistical structural analyses. 预测的结构稳定型 SARS-CoV-2 突变体的移帧作用减弱:对替代构象及其统计结构分析的影响
IF 4.2 3区 生物学 Q2 BIOCHEMISTRY & MOLECULAR BIOLOGY
RNA
Pub Date : 2024-10-16 DOI: 10.1261/rna.080035.124
Abhishek Dey, Shuting Yan, Tamar Schlick, Alain Laederach

The SARS-CoV-2 frameshifting element (FSE) has been intensely studied and explored as a therapeutic target for coronavirus diseases, including COVID-19. Besides the intriguing virology, this small RNA is known to adopt many length-dependent conformations, as verified by multiple experimental and computational approaches. However, the role these alternative conformations play in the frameshifting mechanism and how to quantify this structural abundance has been an ongoing challenge. Here, we show by DMS and dual-luciferase functional assays that previously predicted FSE mutants (using the RAG graph theory approach) suppress structural transitions and abolish frameshifting. Furthermore, correlated mutation analysis of DMS data by three programs (DREEM, DRACO, and DANCE-MaP) reveals important differences in their estimation of specific RNA conformations, suggesting caution in the interpretation of such complex conformational landscapes. Overall, the abolished frameshifting in three different mutants confirms that all alternative conformations play a role in the pathways of ribosomal transition.

作为冠状病毒疾病(包括 COVID-19)的治疗靶点,SARS-CoV-2 移帧元件(FSE)已被深入研究和探索。除了引人入胜的病毒学之外,通过多种实验和计算方法验证,这种小 RNA 还可采用多种长度依赖性构象。然而,这些替代构象在框架转换机制中的作用以及如何量化这种结构丰度一直是一个挑战。在这里,我们通过 DMS 和双荧光素酶功能测试表明,以前预测的 FSE 突变体(使用 RAG 图论方法)抑制了结构转换并取消了框架转换。此外,通过三种程序(DREEM、DRACO 和 DANCE-MaP)对 DMS 数据进行的相关突变分析表明,它们对特定 RNA 构象的估计存在重大差异,这表明在解释这种复杂的构象景观时需要谨慎。总之,三种不同突变体中帧移动的消失证实,所有替代构象都在核糖体转换的途径中发挥作用。
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引用次数: 0
Characterization and implementation of the MarathonRT template-switching reaction to expand the capabilities of RNA-seq. 马拉松 RT 模板切换反应的特征和实施,以扩展 RNA-Seq 的功能。
IF 4.2 3区 生物学 Q2 BIOCHEMISTRY & MOLECULAR BIOLOGY
RNA
Pub Date : 2024-10-16 DOI: 10.1261/rna.080032.124
Li-Tao Guo, Anastasiya Grinko, Sara Olson, Alexander M Leipold, Brenton Graveley, Antoine-Emmanuel Saliba, Anna Marie Pyle

End-to-end RNA-sequencing methods that capture 5'-sequence content without cumbersome library manipulations are of great interest, particularly for analysis of long RNAs. While template-switching methods have been developed for RNA sequencing by distributive short-read RTs, such as the MMLV RTs used in SMART-Seq methods, they have not been adapted to leverage the power of ultraprocessive RTs, such as those derived from group II introns. To facilitate this transition, we dissected the individual processes that guide the enzymatic specificity and efficiency of the multistep template-switching reaction carried out by RTs, in this case, by MarathonRT. Remarkably, this is the first study of its kind, for any RT. First, we characterized the nucleotide specificity of nontemplated addition (NTA) reaction that occurs when the RT extends past the RNA 5'-terminus. We then evaluated the binding specificity of specialized template-switching oligonucleotides, optimizing their sequences and chemical properties to guide efficient template-switching reaction. Having dissected and optimized these individual steps, we then unified them into a procedure for performing RNA sequencing with MarathonRT enzymes, using a well-characterized RNA reference set. The resulting reads span a six-log range in transcript concentration and accurately represent the input RNA identities in both length and composition. We also performed RNA-seq from total human RNA and poly(A)-enriched RNA, with short- and long-read sequencing demonstrating that MarathonRT enhances the discovery of unseen RNA molecules by conventional RT. Altogether, we have generated a new pipeline for rapid, accurate sequencing of complex RNA libraries containing mixtures of long RNA transcripts.

端到端 RNA 测序方法无需对文库进行繁琐的操作就能捕获 5'- 序列内容,这引起了人们极大的兴趣,尤其是在分析长 RNA 时。虽然模板切换方法是为分布式短读RT(如SMART-Seq方法中使用的MMLV RT酶)的RNA测序而开发的,但它们还没有适应于利用超进程RT的能力,如来自第二组自剪接内含子的RT。为了促进这一转变,我们剖析了指导 RT 酶(在本例中是由一种被称为 MarathonRT 的特性良好的酶进行的)多步骤模板切换反应的酶特异性和效率的各个过程。值得注意的是,这是首次针对任何 RT 进行此类研究。首先,我们表征并优化了 RT 酶延伸至 RNA 5'-terminus 后发生的酶促非模板加成(NTA)反应,并确定了 NTA 反应的核苷酸特异性。然后,我们评估了专用模板切换寡核苷酸的结合特异性,优化了它们的序列和化学性质,以指导高效的模板切换反应。在对这些单独步骤进行剖析和优化后,我们将它们整合到一个程序中,利用马拉松 RT 酶,使用表征良好的 RNA 参考集进行 RNA 测序。由此产生的读数在转录本浓度上跨越了六个对数的范围,并在长度和组成上准确地代表了输入 RNA 的特性。我们还从人类总 RNA 和多聚(A)富集 RNA 开始进行了 RNA-seq,用短线程和长线程测序证明,MarathonRT 提高了传统 RT 发现未知 RNA 分子的能力。总之,通过对RT酶进行机理酶学研究,并利用它们对RNA-seq技术进行改造,我们开发出了一种新的方法,可对含有长RNA转录本混合物的复杂RNA文库进行快速、准确的测序。
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引用次数: 0
The small noncoding RNA Vaultrc5 is dispensable to mouse development. 小非编码 RNA Vaultrc5 在小鼠发育过程中是不可或缺的。
IF 4.2 3区 生物学 Q2 BIOCHEMISTRY & MOLECULAR BIOLOGY
RNA
Pub Date : 2024-10-16 DOI: 10.1261/rna.080161.124
Mahendra Prajapat, Laura Sala, Joana A Vidigal

Vault RNAs (vtRNAs) are evolutionarily conserved small noncoding RNAs transcribed by RNA polymerase III. Vault RNAs were initially described as components of the vault particle, but have since been assigned multiple vault-independent functions, including regulation of PKR activity, apoptosis, autophagy, lysosome biogenesis, and viral particle trafficking. The full-length transcript has also been described as a noncanonical source of miRNAs, which are processed in a DICER-dependent manner. As central molecules in vault-dependent and independent processes, vtRNAs have been attributed numerous biological roles, including regulation of cell proliferation and survival, response to viral infections, drug resistance, and animal development. Yet, their impact to mammalian physiology remains largely unexplored. To study vault RNAs in vivo, we generated a mouse line with a conditional Vaultrc5 loss-of-function allele. Because Vaultrc5 is the sole murine vtRNA, this allele enables the characterization of the physiological requirements of this conserved class of small regulatory RNAs in mammals. Using this strain, we show that mice constitutively null for Vaultrc5 are viable and histologically normal but have a slight reduction in platelet counts, pointing to a potential role for vtRNAs in hematopoiesis. This work paves the way for further in vivo characterizations of this abundant but mysterious RNA molecule. Specifically, it enables the study of the biological consequences of constitutive or lineage-specific Vaultrc5 deletion and of the physiological requirements for an intact Vaultrc5 during normal hematopoiesis or in response to cellular stresses such as oncogene expression, viral infection, or drug treatment.

拱顶 RNA(vtRNA)是由 RNA 聚合酶 lll 转录的进化保守的小型非编码 RNA。穹隆 RNA 最初被描述为穹隆颗粒的组成部分,但后来被赋予了多种与穹隆无关的功能,包括调节 PKR 活性、细胞凋亡、自噬、溶酶体生物生成和病毒颗粒贩运。全长转录本也被描述为 miRNA 的非规范来源,这些 miRNA 以依赖 DICER 的方式进行处理。作为穹隆依赖和独立过程中的核心分子,vtRNAs 被认为具有多种生物学作用,包括调节细胞增殖和存活、对病毒感染的反应、抗药性和动物发育。然而,它们对哺乳动物生理学的影响在很大程度上仍未被探索。为了研究体内的拱顶RNA,我们产生了一个具有条件性Vaultrc5功能缺失等位基因的小鼠品系。由于 Vaultrc5 是唯一的小鼠 vtRNA,因此通过该等位基因可以鉴定哺乳动物对这类保守的小调控 RNA 的生理需求。我们利用该品系研究发现,Vaultrc5组成性缺如的小鼠可以存活且组织学正常,但血小板数量略有减少,这表明 vtRNA 在造血过程中的潜在作用。这项工作为进一步研究这种丰富但神秘的 RNA 分子的体内特性铺平了道路。具体来说,它有助于研究组成型或系特异性 Vaultrc5 缺失的生物学后果,以及在正常造血过程中或在应对癌基因表达、病毒感染或药物治疗等细胞压力时对完整 Vaultrc5 的生理要求。
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引用次数: 0
Branch site recognition by the spliceosome. 剪接体对分支位点的识别。
IF 4.2 3区 生物学 Q2 BIOCHEMISTRY & MOLECULAR BIOLOGY
RNA
Pub Date : 2024-10-16 DOI: 10.1261/rna.080198.124
Jonas Tholen

The spliceosome is a eukaryotic multimegadalton RNA-protein complex that removes introns from transcripts. The spliceosome ensures the selection of each exon-intron boundary through multiple recognition events. Initially, the 5' splice site (5' SS) and branch site (BS) are bound by the U1 small nuclear ribonucleoprotein (snRNP) and the U2 snRNP, respectively, while the 3' SS is mostly determined by proximity to the branch site. A large number of splicing factors recognize the splice sites and recruit the snRNPs before the stable binding of the snRNPs occurs by base-pairing the snRNA to the transcript. Fidelity of this process is crucial, as mutations in splicing factors and U2 snRNP components are associated with many diseases. In recent years, major advances have been made in understanding how splice sites are selected in Saccharomyces cerevisiae and humans. Here, I review and discuss the current understanding of the recognition of splice sites by the spliceosome with a focus on recognition and binding of the branch site by the U2 snRNP in humans.

剪接体是真核生物的一种多兆位核糖体 RNA 蛋白复合物,可从转录本中去除内含子。剪接体通过多重识别事件确保每个外显子-内含子边界的选择。最初,5'剪接位点(5' SS)和分支位点(BS)分别由 U1 小核核糖核蛋白(snRNP)和 U2 snRNP 结合,而 3' SS 则主要由是否靠近分支位点决定。在 snRNPs 通过碱基配对 snRNA 与转录本稳定结合之前,大量剪接因子会识别剪接位点并招募 snRNPs。这一过程的保真度至关重要,因为剪接因子和 U2 snRNP 成分的突变与许多疾病相关。近年来,在了解酵母和人类如何选择剪接位点方面取得了重大进展。在此,我将回顾并讨论目前对剪接体识别剪接位点的理解,重点是人类中 U2 snRNP 对分支位点的识别和结合。
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引用次数: 0
lncRNA BC200 is processed into a stable Alu monomer. lncRNA BC200 被加工成稳定的 Alu 单体。
IF 4.2 3区 生物学 Q2 BIOCHEMISTRY & MOLECULAR BIOLOGY
RNA
Pub Date : 2024-10-16 DOI: 10.1261/rna.080152.124
Evan P Booy, Daniel Gussakovsky, Mira Brown, Rowan Shwaluk, Mark W Nachtigal, Sean A McKenna

The noncoding RNA BC200 is elevated in human cancers and is implicated in translation regulation as well as cell survival and proliferation. Upon BC200 overexpression, we observed correlated expression of a second, smaller RNA species. This RNA is expressed endogenously and exhibits cell-type-dependent variability relative to BC200. Aptamer-tagged expression constructs confirmed that the RNA is a truncated form of BC200, and sequencing revealed a modal length of 120 nt; thus, we refer to the RNA fragment as BC120. We present a methodology for accurate and specific detection of BC120 and establish that BC120 is expressed in several normal human tissues and is also elevated in ovarian cancer. BC120 exhibits remarkable stability relative to BC200 and is resistant to knockdown strategies that target the 3' unique sequence of BC200. Combined knockdown of BC200 and BC120 exhibits greater phenotypic impacts than knockdown of BC200 alone, and overexpression of BC120 negatively impacts translation of a GFP reporter, providing insight into a potential translational regulatory role for this RNA. The presence of a novel, truncated, and stable form of BC200 adds complexity to the investigation of this noncoding RNA that must be considered in future studies of BC200 and other related Alu RNAs.

非编码 RNA BC200 在人类癌症中含量升高,与翻译调控以及细胞存活和增殖有关。在 BC200 过表达时,我们观察到第二种更小的 RNA 的相关表达。这种 RNA 是内源表达的,与 BC200 相比具有细胞类型依赖性变异。色聚体标记表达构建物证实该 RNA 是 BC200 的截短形式,测序显示其模态长度为 120 nt,因此我们将该 RNA 片段称为 BC120。我们介绍了准确特异检测 BC120 的方法,并确定 BC120 在多种正常人体组织中表达,在卵巢癌中也会升高。与 BC200 相比,BC120 表现出显著的稳定性,并能抵抗针对 BC200 3' 独特序列的基因敲除策略。与单独敲除BC200相比,联合敲除BC200和BC120会产生更大的表型影响,而且过表达BC120会对GFP报告物的翻译产生负面影响。BC200存在一种新的、截短的和稳定的形式,这增加了研究这种非编码RNA的复杂性,在未来对BC200和其他相关Alu RNA的研究中必须考虑到这一点。
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引用次数: 0
DNAJA2 and Hero11 mediate similar conformational extension and aggregation suppression of TDP-43. DNAJA2 和 Hero11 介导了 TDP-43 类似的构象扩展和聚集抑制。
IF 4.2 3区 生物学 Q2 BIOCHEMISTRY & MOLECULAR BIOLOGY
RNA
Pub Date : 2024-10-16 DOI: 10.1261/rna.080165.124
Andy Y W Lam, Kotaro Tsuboyama, Hisashi Tadakuma, Yukihide Tomari

Many RNA-binding proteins (RBPs) contain low-complexity domains (LCDs) with prion-like compositions. These long intrinsically disordered regions regulate their solubility, contributing to their physiological roles in RNA processing and organization. However, this also makes these RBPs prone to pathological misfolding and aggregation that are characteristic of neurodegenerative diseases. For example, TAR DNA-binding protein 43 (TDP-43) forms pathological aggregates associated with amyotrophic lateral sclerosis (ALS) and frontotemporal lobar degeneration (FTLD). While molecular chaperones are well-known suppressors of these aberrant events, we recently reported that highly disordered, hydrophilic, and charged heat-resistant obscure (Hero) proteins may have similar effects. Specifically, Hero proteins can maintain the activity of other proteins from denaturing conditions in vitro, while their overexpression can suppress cellular aggregation and toxicity associated with aggregation-prone proteins. However, it is unclear how these protective effects are achieved. Here, we used single-molecule FRET to monitor the conformations of the aggregation-prone prion-like LCD of TDP-43. While we observed high conformational heterogeneity in wild-type LCD, the ALS-associated mutation A315T promoted collapsed conformations. In contrast, an Hsp40 chaperone, DNAJA2, and a Hero protein, Hero11, stabilized extended states of the LCD, consistent with their ability to suppress the aggregation of TDP-43. Our results link single-molecule effects on conformation to macro effects on bulk aggregation, where a Hero protein, like a chaperone, can maintain the conformational integrity of a client protein to prevent its aggregation.

许多 RNA 结合蛋白(RBPs)都含有类似朊病毒成分的低复杂性结构域(LCDs)。这些长的内在无序区可调节它们的溶解度,有助于它们在 RNA 处理和组织过程中发挥生理作用。然而,这也使这些 RBPs 容易发生病理性错误折叠和聚集,而这正是神经退行性疾病的特征。例如,TAR DNA 结合蛋白 43(TDP-43)会形成与肌萎缩侧索硬化症(ALS)和额颞叶变性(FTLD)相关的病理性聚集。分子伴侣是众所周知的这些异常事件的抑制因子,而我们最近报告说,高度紊乱、亲水性和带电的耐热晦暗(Hero)蛋白可能具有类似的作用。具体来说,英雄蛋白能在体外变性条件下维持其他蛋白的活性,而它们的过度表达则能抑制细胞聚集以及与易聚集蛋白相关的毒性。然而,目前还不清楚这些保护作用是如何实现的。在这里,我们利用单分子 FRET 监测了 TDP-43 的易聚集朊病毒样 LCD 的构象。我们在野生型 LCD 中观察到了高度的构象异质性,而 ALS 相关突变 A315T 则促进了塌缩构象。与此相反,Hsp40伴侣蛋白DNAJA2和英雄蛋白Hero11稳定了LCD的扩展状态,这与它们抑制TDP-43聚集的能力是一致的。我们的研究结果将对构象的单分子效应与对大量聚集的宏观效应联系起来,在这种效应中,英雄蛋白与伴侣蛋白一样,可以保持客户蛋白构象的完整性,防止其聚集。
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引用次数: 0
Improved functions for nonlinear sequence comparison using SEEKR. 使用 SEEKR 进行非线性序列比较的改进功能。
IF 4.2 3区 生物学 Q2 BIOCHEMISTRY & MOLECULAR BIOLOGY
RNA
Pub Date : 2024-10-16 DOI: 10.1261/rna.080188.124
Shuang Li, Quinn E Eberhard, Luke Ni, J Mauro Calabrese

SEquence Evaluation through k-mer Representation (SEEKR) is a method of sequence comparison that uses sequence substrings called k-mers to quantify the nonlinear similarity between nucleic acid species. We describe the development of new functions within SEEKR that enable end-users to estimate P-values that ascribe statistical significance to SEEKR-derived similarities, as well as visualize different aspects of k-mer similarity. We apply the new functions to identify chromatin-enriched lncRNAs that contain XIST-like sequence features, and we demonstrate the utility of applying SEEKR on lncRNA fragments to identify potential RNA-protein interaction domains. We also highlight ways in which SEEKR can be applied to augment studies of lncRNA conservation, and we outline the best practice of visualizing RNA-seq read density to evaluate support for lncRNA annotations before their in-depth study in cell types of interest.

通过k-聚合体表示的序列评估(SEEKR)是一种序列比较方法,它利用称为k-聚合体的序列子串来量化核酸物种之间的非线性相似性。我们介绍了 SEEKR 中新功能的开发情况,这些新功能使最终用户能够估算 P 值,从而为 SEEKR 衍生的相似性赋予统计意义,并可视化 k-mer 相似性的不同方面。我们应用这些新功能来识别含有类似XIST序列特征的染色质富集lncRNA,并展示了在lncRNA片段上应用SEEKR来识别潜在的RNA-蛋白质相互作用域的实用性。我们还强调了应用 SEEKR 来增强 lncRNA 保护研究的方法,并概述了可视化 RNA-Seq 读密度的最佳实践,以便在对感兴趣的细胞类型进行深入研究之前评估对 lncRNA 注释的支持。
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引用次数: 0
Translation elongation inhibitors stabilize select short-lived transcripts 翻译延伸抑制剂可稳定某些短寿命转录本
IF 4.5 3区 生物学 Q2 BIOCHEMISTRY & MOLECULAR BIOLOGY
RNA
Pub Date : 2024-09-18 DOI: 10.1261/rna.080138.124
Nicolle A. Rosa-Mercado, Allen R. Buskirk, Rachel Green
Translation elongation inhibitors are commonly used to study different cellular processes. Yet, their specific impact on transcription and mRNA decay has not been thoroughly assessed. Here we use TimeLapse sequencing to investigate how translational stress impacts mRNA dynamics in human cells. Our results reveal that a distinct group of transcripts is stabilized in response to the translation elongation inhibitor emetine. These stabilized mRNAs are short-lived at steady state and many of them encode C2H2 zinc finger proteins. The codon usage of these stabilized transcripts is suboptimal compared to other expressed transcripts, including other short-lived mRNAs that are not stabilized after emetine treatment. Finally, we show that stabilization of these transcripts is independent of ribosome quality control factors and signaling pathways activated by ribosome collisions. Our data describe a group of short-lived transcripts whose degradation is particularly sensitive to the inhibition of translation elongation.
翻译延伸抑制剂常用于研究不同的细胞过程。然而,它们对转录和 mRNA 衰减的具体影响尚未得到全面评估。在这里,我们利用延时测序技术研究了翻译压力如何影响人体细胞中的 mRNA 动态。我们的研究结果表明,在翻译伸长抑制剂依美汀的作用下,一组不同的转录本会趋于稳定。这些稳定的 mRNA 在稳定状态下寿命很短,其中许多编码 C2H2 锌指蛋白。与其他表达的转录本相比,这些稳定的转录本的密码子使用情况并不理想,包括其他经依美汀处理后并不稳定的短寿命 mRNA。最后,我们发现这些转录本的稳定与核糖体质量控制因子和核糖体碰撞激活的信号通路无关。我们的数据描述了一组短寿命转录本,它们的降解对翻译延伸的抑制特别敏感。
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引用次数: 0
Identification of leader-trailer helices of precursor ribosomal RNA in all phyla of bacteria and archaea. 鉴定所有细菌和古细菌门中核糖体前体 RNA 的领导-拖曳螺旋。
IF 4.2 3区 生物学 Q2 BIOCHEMISTRY & MOLECULAR BIOLOGY
RNA
Pub Date : 2024-09-16 DOI: 10.1261/rna.080091.124
Bryan T Gemler, Benjamin R Warner, Ralf Bundschuh, Kurt Fredrick

Ribosomal RNAs are transcribed as part of larger precursor molecules. In Escherichia coli, complementary RNA segments flank each rRNA and form long leader-trailer (LT) helices, which are crucial for subunit biogenesis in the cell. A previous study of 15 representative species suggested that most but not all prokaryotes contain LT helices. Here, we use a combination of in silico folding and covariation methods to identify and characterize LT helices in 4464 bacterial and 260 archaeal organisms. Our results suggest that LT helices are present in all phyla, including Deinococcota, which had previously been suspected to lack LT helices. In very few organisms, our pipeline failed to detect LT helices for both 16S and 23S rRNA. However, a closer case-by-case look revealed that LT helices are indeed present but escaped initial detection. Over 3600 secondary structure models, many well supported by nucleotide covariation, were generated. These structures show a high degree of diversity. Yet, all exhibit extensive base-pairing between the leader and trailer strands, in line with a common and essential function.

核糖体 RNA 是作为较大前体分子的一部分转录的。在大肠杆菌中,每个 rRNA 侧面都有互补的 RNA 片段,并形成长的领导-拖尾(LT)螺旋,这对细胞中亚基的生物生成至关重要。之前对 15 个代表性物种的研究表明,大多数原核生物都含有 LT 螺旋,但并非所有原核生物都是如此。在这里,我们结合使用了硅学折叠和共变方法,对 4464 种细菌和 260 种古生物中的 LT 螺旋进行了鉴定和表征。我们的研究结果表明,LT螺旋存在于所有门类中,包括之前被怀疑缺乏LT螺旋的Deinococcota。在极少数生物中,我们的分析管道未能检测到 16S 和 23S rRNA 的 LT 螺旋。然而,通过逐一仔细观察,我们发现LT螺旋确实存在,但却没有被检测到。我们生成了 3,618 个二级结构模型,其中许多都得到了核苷酸共变的有力支持。这些结构显示出高度的多样性。然而,所有这些结构都显示了领导链和引导链之间广泛的碱基配对,这与共同的基本功能是一致的。
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引用次数: 0
NMDtxDB: data-driven identification and annotation of human NMD target transcripts. NMDtxDB:人类 NMD 目标转录本的数据驱动识别和注释。
IF 4.2 3区 生物学 Q2 BIOCHEMISTRY & MOLECULAR BIOLOGY
RNA
Pub Date : 2024-09-16 DOI: 10.1261/rna.080066.124
Thiago Britto-Borges, Niels H Gehring, Volker Boehm, Christoph Dieterich

The nonsense-mediated RNA decay (NMD) pathway is a crucial mechanism of mRNA quality control. Current annotations of NMD substrate RNAs are rarely data-driven, but use generally established rules. We present a data set with four cell lines and combinations for SMG5, SMG6, and SMG7 knockdowns or SMG7 knockout. Based on this data set, we implemented a workflow that combines Nanopore and Illumina sequencing to assemble a transcriptome, which is enriched for NMD target transcripts. Moreover, we use coding sequence information (CDS) from Ensembl, Gencode consensus Ribo-seq ORFs, and OpenProt to enhance the CDS annotation of novel transcript isoforms. In summary, 302,889 transcripts were obtained from the transcriptome assembly process, out of which 24% are absent from Ensembl database annotations, 48,213 contain a premature stop codon, and 6433 are significantly upregulated in three or more comparisons of NMD active versus deficient cell lines. We present an in-depth view of these results through the NMDtxDB database, which is available at https://shiny.dieterichlab.org/app/NMDtxDB, and supports the study of NMD-sensitive transcripts. We open sourced our implementation of the respective web-application and analysis workflow at https://github.com/dieterich-lab/NMDtxDB and https://github.com/dieterich-lab/nmd-wf.

无义介导的 RNA 衰变(NMD)途径是 mRNA 质量控制的重要机制。目前对 NMD 底物 RNA 的注释很少由数据驱动,而是使用一般的既定规则。我们展示了一个包含 4 个细胞系和 SMG5、SMG6 和 SMG7 基因敲除或 SMG7 基因敲除组合的数据集。在此数据集的基础上,我们实施了一个结合 Nanopore 和 Illumina 测序的工作流程,以组装转录组,其中富含 NMD 目标转录本。此外,我们还利用来自 Ensembl、Gencode 共识 RiboSeq ORFs 和 OpenProt 的编码序列信息来加强对新型转录本异构体的 CDS 注释。总之,在转录组组装过程中获得了 302,889 个转录本,其中 24% 的转录本在 Ensembl 数据库注释中缺失,48,213 个转录本含有过早终止密码子,6,433 个转录本在 NMD 活性与缺陷细胞系的三次或三次以上比较中显著上调。我们通过 https://shiny.dieterichlab.org/app/NMDtxDB 上的 NMDtxDB 数据库对这些结果进行了深入分析,该数据库支持对 NMD 敏感转录本的研究。我们将各自的网络应用程序和分析工作流程的实施开源,网址是 https://github.com/dieterich-lab/NMDtxDB 和 https://github.com/dieterich-lab/nmd-wf。
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引用次数: 0
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RNA
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