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RNA base editors: The emerging approach of RNA therapeutics. RNA 碱基编辑器:新出现的 RNA 治疗方法。
IF 7.3 2区 生物学 Q1 CELL BIOLOGY Pub Date : 2024-03-01 DOI: 10.1002/wrna.1844
Jinghui Song, Nan Luo, Liting Dong, Jinying Peng, Chengqi Yi

RNA-based therapeutics offer a flexible and reversible approach for treating genetic disorders, such as antisense oligonucleotides, RNA interference, aptamers, mRNA vaccines, and RNA editing. In recent years, significant advancements have been made in RNA base editing to correct disease-relevant point mutations. These achievements have significantly influenced the fields of biotechnology, biomedical research and therapeutics development. In this article, we provide a comprehensive overview of the design and performance of contemporary RNA base editors, including A-to-I, C-to-U, A-to-m6A, and U-to-Ψ. We compare recent innovative developments and highlight their applications in disease-relevant contexts. Lastly, we discuss the limitations and future prospects of utilizing RNA base editing for therapeutic purposes. This article is categorized under: RNA Processing > RNA Editing and Modification RNA in Disease and Development > RNA in Development.

基于 RNA 的疗法为治疗遗传疾病提供了一种灵活、可逆的方法,如反义寡核苷酸、RNA 干扰、aptamers、mRNA 疫苗和 RNA 编辑。近年来,RNA 碱基编辑在纠正疾病相关点突变方面取得了重大进展。这些成就极大地影响了生物技术、生物医学研究和疗法开发领域。本文全面概述了当代 RNA 碱基编辑器的设计和性能,包括 A-to-I、C-to-U、A-to-m6A 和 U-to-Ψ。我们比较了最近的创新发展,并重点介绍了它们在疾病相关环境中的应用。最后,我们讨论了将 RNA 碱基编辑用于治疗目的的局限性和未来前景。本文归类于RNA 处理 > RNA 编辑和修饰 RNA 在疾病和发育中的应用 > RNA 在发育中的应用。
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引用次数: 0
The spectrum of pre-mRNA splicing in autism. 自闭症的前核糖核酸剪接谱。
IF 7.3 2区 生物学 Q1 CELL BIOLOGY Pub Date : 2024-03-01 DOI: 10.1002/wrna.1838
Eden Engal, Zhenwei Zhang, Ophir Geminder, Shiri Jaffe-Herman, Gillian Kay, Asa Ben-Hur, Maayan Salton

Disruptions in spatiotemporal gene expression can result in atypical brain function. Specifically, autism spectrum disorder (ASD) is characterized by abnormalities in pre-mRNA splicing. Abnormal splicing patterns have been identified in the brains of individuals with ASD, and mutations in splicing factors have been found to contribute to neurodevelopmental delays associated with ASD. Here we review studies that shed light on the importance of splicing observed in ASD and that explored the intricate relationship between splicing factors and ASD, revealing how disruptions in pre-mRNA splicing may underlie ASD pathogenesis. We provide an overview of the research regarding all splicing factors associated with ASD and place a special emphasis on five specific splicing factors-HNRNPH2, NOVA2, WBP4, SRRM2, and RBFOX1-known to impact the splicing of ASD-related genes. In the discussion of the molecular mechanisms influenced by these splicing factors, we lay the groundwork for a deeper understanding of ASD's complex etiology. Finally, we discuss the potential benefit of unraveling the connection between splicing and ASD for the development of more precise diagnostic tools and targeted therapeutic interventions. This article is categorized under: RNA in Disease and Development > RNA in Disease RNA Evolution and Genomics > RNA and Ribonucleoprotein Evolution RNA Evolution and Genomics > Computational Analyses of RNA RNA-Based Catalysis > RNA Catalysis in Splicing and Translation.

时空基因表达紊乱可导致非典型大脑功能。具体来说,自闭症谱系障碍(ASD)的特点是前核糖核酸(pre-mRNA)剪接异常。在自闭症谱系障碍患者的大脑中发现了异常的剪接模式,并且发现剪接因子的突变导致了与自闭症谱系障碍相关的神经发育迟缓。在此,我们回顾了一些研究,这些研究揭示了剪接在 ASD 中的重要性,探讨了剪接因子与 ASD 之间错综复杂的关系,揭示了前核糖核酸(pre-mRNA)剪接紊乱可能是 ASD 发病机制的基础。我们概述了与 ASD 相关的所有剪接因子的研究情况,并特别强调了五个已知会影响 ASD 相关基因剪接的特定剪接因子--HNRNPH2、NOVA2、WBP4、SRRM2 和 RBFOX1。在讨论受这些剪接因子影响的分子机制时,我们为深入了解 ASD 的复杂病因奠定了基础。最后,我们讨论了揭示剪接与 ASD 之间的联系对于开发更精确的诊断工具和有针对性的治疗干预措施的潜在益处。本文归类于疾病和发育中的 RNA > 疾病中的 RNA RNA 进化和基因组学 > RNA 和核糖核蛋白进化 RNA 进化和基因组学 > RNA 的计算分析 RNA 催化 > 剪接和翻译中的 RNA 催化。
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引用次数: 0
To initiate or not to initiate: A critical assessment of eIF2A, eIF2D, and MCT-1·DENR to deliver initiator tRNA to ribosomes. 启动还是不启动?对 eIF2A、eIF2D 和 MCT-1-DENR 将启动子 tRNA 运送到核糖体的关键评估。
IF 6.4 2区 生物学 Q1 CELL BIOLOGY Pub Date : 2024-03-01 DOI: 10.1002/wrna.1833
Daisy J Grove, Paul J Russell, Michael G Kearse

Selection of the correct start codon is critical for high-fidelity protein synthesis. In eukaryotes, this is typically governed by a multitude of initiation factors (eIFs), including eIF2·GTP that directly delivers the initiator tRNA (Met-tRNAi Met ) to the P site of the ribosome. However, numerous reports, some dating back to the early 1970s, have described other initiation factors having high affinity for the initiator tRNA and the ability of delivering it to the ribosome, which has provided a foundation for further work demonstrating non-canonical initiation mechanisms using alternative initiation factors. Here we provide a critical analysis of current understanding of eIF2A, eIF2D, and the MCT-1·DENR dimer, the evidence surrounding their ability to initiate translation, their implications in human disease, and lay out important key questions for the field. This article is categorized under: RNA Interactions with Proteins and Other Molecules > RNA-Protein Complexes Translation > Mechanisms Translation > Regulation.

选择正确的起始密码子对高保真蛋白质合成至关重要。在真核生物中,这通常由多种启动因子(eIFs)控制,其中包括直接将启动子 tRNA(Met-tRNAi Met)输送到核糖体 P 位点的 eIF2-GTP。然而,许多报道(有些可追溯到 20 世纪 70 年代初)都描述了其他启动因子对启动子 tRNA 的高亲和力以及将其传递到核糖体的能力,这为进一步利用替代启动因子证明非规范启动机制的工作奠定了基础。在此,我们对目前对 eIF2A、eIF2D 和 MCT-1-DENR 二聚体的理解、围绕它们启动翻译能力的证据、它们对人类疾病的影响进行了批判性分析,并提出了该领域的重要关键问题。本文归类于RNA 与蛋白质和其他分子的相互作用 > RNA 蛋白复合物 翻译 > 机制 翻译 > 调控。
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引用次数: 0
Beyond reader proteins: RNA binding proteins and RNA modifications in conversation to regulate gene expression. 超越读者蛋白:RNA 结合蛋白与 RNA 修饰对话调节基因表达。
IF 7.3 2区 生物学 Q1 CELL BIOLOGY Pub Date : 2024-03-01 DOI: 10.1002/wrna.1834
Christian Fagre, Wendy Gilbert

Post-transcriptional mRNA modifications play diverse roles in gene expression and RNA function. In many cases, RNA modifications function by altering how cellular machinery such as RNA binding proteins (RBPs) interact with RNA substrates. For instance, N6-methyladenosine (m6A) is recognized by the well-characterized YTH domain-containing family of "reader" proteins. For other mRNA modifications, similar global readers of modification status have not been clearly defined. Rather, most interactions between RBPs and RNA modifications have a more complicated dependence on sequence context and binding modality. The current handful of studies that demonstrate modifications impacting protein binding likely represent only a fraction of the full landscape. In this review, we dissect the known instances of RNA modifications altering RBP binding, specifically m6A, N1-methyladenosine (m1A), 5-methylcytosine (m5C), pseudouridine (Ψ), and internal N7-methylguanosine. We then review the biochemical properties of these and other identified mRNA modifications including dihydrouridine (D), N4-acetylcytosine (ac4C), and 2'-O-Methylation (Nme). We focus on how these properties would be likely to impact RNA:RBP interactions, including by changes to hydrogen bond potential, base-stacking efficiency, and RNA conformational preferences. The effects of RNA modifications on secondary structure have been well-studied, and we briefly discuss how structural effects imparted by modifications can lead to protein binding changes. Finally, we discuss strategies for uncovering as-yet-to-be identified modification-sensitive RBP:RNA Interactions. Coordinating future efforts to intersect the epitranscriptome and the RNA-protein interactome will illuminate the rules governing RNA modification recognition and the mechanisms responsible for the biological consequences of mRNA modification. This article is categorized under: RNA Structure and Dynamics > RNA Structure, Dynamics and Chemistry RNA Interactions with Proteins and Other Molecules > Protein-RNA Recognition RNA Processing > RNA Editing and Modification.

转录后 mRNA 修饰在基因表达和 RNA 功能中发挥着不同的作用。在许多情况下,RNA修饰通过改变细胞机制(如 RNA 结合蛋白(RBPs))与 RNA 底物的相互作用而发挥作用。例如,N6-甲基腺苷(m6A)可被特征明确的含 YTH 结构域的 "阅读器 "蛋白家族识别。对于其他 mRNA 修饰,类似的修饰状态全局阅读器尚未明确定义。相反,大多数 RBPs 与 RNA 修饰之间的相互作用对序列上下文和结合方式的依赖更为复杂。目前证明修饰会影响蛋白质结合的少量研究可能只代表了全部研究的一小部分。在这篇综述中,我们剖析了已知的 RNA 修饰改变 RBP 结合的实例,特别是 m6A、N1-甲基腺苷(m1A)、5-甲基胞嘧啶(m5C)、假尿苷(Ψ)和内部 N7-甲基鸟苷。然后,我们回顾了这些修饰和其他已确定的 mRNA 修饰(包括二氢尿嘧啶(D)、N4-乙酰胞嘧啶(ac4C)和 2'-O- 甲基化(Nme))的生化特性。我们重点研究了这些特性可能会如何影响 RNA 与 RBP 的相互作用,包括氢键势能、碱基堆积效率和 RNA 构象偏好的变化。我们对 RNA 修饰对二级结构的影响进行了深入研究,并简要讨论了修饰对结构的影响如何导致蛋白质结合发生变化。最后,我们讨论了揭示尚未发现的对修饰敏感的 RBP:RNA 相互作用的策略。协调未来的努力,交叉表转录组和 RNA 蛋白相互作用组,将阐明 RNA 修饰识别的规则以及造成 mRNA 修饰生物学后果的机制。本文归类于RNA 结构和动力学 > RNA 结构、动力学和化学 RNA 与蛋白质和其他分子的相互作用 > 蛋白质-RNA 识别 RNA 处理 > RNA 编辑和修饰。
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引用次数: 0
Poly(A) tale: From A to A; RNA polyadenylation in prokaryotes and eukaryotes. Poly(A)故事:从 A 到 A;原核生物和真核生物中的 RNA 多腺苷酸化。
IF 7.3 2区 生物学 Q1 CELL BIOLOGY Pub Date : 2024-03-01 DOI: 10.1002/wrna.1837
Ahmadreza Mofayezi, Mahdieh Jadaliha, Fatemeh-Zahra Zangeneh, Vahid Khoddami

Most eukaryotic mRNAs and different non-coding RNAs undergo a form of 3' end processing known as polyadenylation. Polyadenylation machinery is present in almost all organisms except few species. In bacteria, the machinery has evolved from PNPase, which adds heteropolymeric tails, to a poly(A)-specific polymerase. Differently, a complex machinery for accurate polyadenylation and several non-canonical poly(A) polymerases are developed in eukaryotes. The role of poly(A) tail has also evolved from serving as a degradative signal to a stabilizing modification that also regulates translation. In this review, we discuss poly(A) tail emergence in prokaryotes and its development into a stable, yet dynamic feature at the 3' end of mRNAs in eukaryotes. We also describe how appearance of novel poly(A) polymerases gives cells flexibility to shape poly(A) tail. We explain how poly(A) tail dynamics help regulate cognate RNA metabolism in a context-dependent manner, such as during oocyte maturation. Finally, we describe specific mRNAs in metazoans that bear stem-loops instead of poly(A) tails. We conclude with how recent discoveries about poly(A) tail can be applied to mRNA technology. This article is categorized under: RNA Evolution and Genomics > RNA and Ribonucleoprotein Evolution RNA Processing > 3' End Processing RNA Turnover and Surveillance > Regulation of RNA Stability.

大多数真核生物 mRNA 和不同的非编码 RNA 都要经过一种称为多聚腺苷酸化的 3' 端加工。除少数物种外,几乎所有生物都存在多腺苷酸化机制。在细菌中,该机制已从添加杂聚尾的 PNP 酶进化为聚(A)特异性聚合酶。与此不同的是,真核生物中出现了一种用于精确多腺苷酸化的复杂机制和几种非规范的聚(A)聚合酶。聚(A)尾的作用也从降解信号演变为稳定修饰,同时还能调节翻译。在这篇综述中,我们将讨论多聚(A)尾在原核生物中的出现及其在真核生物中发展成为 mRNA 3' 端稳定而又动态的特征。我们还描述了新型多聚(A)聚合酶的出现如何赋予细胞塑造多聚(A)尾的灵活性。我们解释了 poly(A) 尾部的动态如何帮助调节同源 RNA 代谢,而这种调节方式与具体情况有关,例如在卵母细胞成熟过程中。最后,我们描述了元虫中带有茎环而非 poly(A) 尾的特定 mRNA。最后,我们介绍了如何将最近发现的多聚(A)尾应用于 mRNA 技术。本文归类于RNA 进化与基因组学 > RNA 与核糖核蛋白进化 RNA 处理 > 3' 端处理 RNA 更替与监控 > RNA 稳定性调控。
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引用次数: 0
Multiple structural flavors of RNase P in precursor tRNA processing. RNase P 在前体 tRNA 处理过程中的多种结构。
IF 7.3 2区 生物学 Q1 CELL BIOLOGY Pub Date : 2024-03-01 DOI: 10.1002/wrna.1835
Sagar Sridhara

The precursor transfer RNAs (pre-tRNAs) require extensive processing to generate mature tRNAs possessing proper fold, structural stability, and functionality required to sustain cellular viability. The road to tRNA maturation follows an ordered process: 5'-processing, 3'-processing, modifications at specific sites, if any, and 3'-CCA addition before aminoacylation and recruitment to the cellular protein synthesis machinery. Ribonuclease P (RNase P) is a universally conserved endonuclease in all domains of life, performing the hydrolysis of pre-tRNA sequences at the 5' end by the removal of phosphodiester linkages between nucleotides at position -1 and +1. Except for an archaeal species: Nanoarchaeum equitans where tRNAs are transcribed from leaderless-position +1, RNase P is indispensable for life and displays fundamental variations in terms of enzyme subunit composition, mechanism of substrate recognition and active site architecture, utilizing in all cases a two metal ion-mediated conserved catalytic reaction. While the canonical RNA-based ribonucleoprotein RNase P has been well-known to occur in bacteria, archaea, and eukaryotes, the occurrence of RNA-free protein-only RNase P in eukaryotes and RNA-free homologs of Aquifex RNase P in prokaryotes has been discovered more recently. This review aims to provide a comprehensive overview of structural diversity displayed by various RNA-based and RNA-free RNase P holoenzymes towards harnessing critical RNA-protein and protein-protein interactions in achieving conserved pre-tRNA processing functionality. Furthermore, alternate roles and functional interchangeability of RNase P are discussed in the context of its employability in several clinical and biotechnological applications. This article is categorized under: RNA Processing > tRNA Processing RNA Evolution and Genomics > RNA and Ribonucleoprotein Evolution RNA Interactions with Proteins and Other Molecules > RNA-Protein Complexes.

前体转移 RNA(pre-tRNA)需要经过大量加工才能生成成熟的 tRNA,这些 tRNA 具有适当的折叠、结构稳定性和维持细胞活力所需的功能。tRNA 的成熟过程是有序的:5'-加工、3'-加工、特定位点修饰(如果有的话)、3'-CCA 添加,然后进行氨基酰化并加入细胞蛋白质合成机制。核糖核酸酶 P(RNase P)是所有生命领域中普遍保留的核酸内切酶,通过去除核苷酸-1 位和+1 位之间的磷酸二酯连接,在 5'端水解前 tRNA 序列。除了一种古生物RNase P 是生命中不可或缺的酶,在酶亚基组成、底物识别机制和活性位点结构等方面都有基本的差异,但在所有情况下都利用两种金属离子介导的保守催化反应。众所周知,细菌、古生物和真核生物中都存在典型的基于 RNA 的核糖核蛋白 RNase P,但最近发现真核生物中存在不含 RNA 的纯蛋白 RNase P,原核生物中也存在不含 RNA 的 Aquifex RNase P 同源物。本综述旨在全面概述各种基于 RNA 和不含 RNA 的 RNase P 全酶在实现保守的前 tRNA 处理功能过程中利用关键的 RNA 蛋白和蛋白蛋白相互作用所表现出的结构多样性。此外,文章还结合 RNase P 在一些临床和生物技术应用中的适用性,讨论了 RNase P 的替代作用和功能互换性。本文归类于RNA 处理 > tRNA 处理 RNA 进化和基因组学 > RNA 和核糖核蛋白进化 RNA 与蛋白质和其他分子的相互作用 > RNA 蛋白复合物。
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引用次数: 0
Navigating the landscapes of spatial transcriptomics: How computational methods guide the way. 空间转录组学的导航:计算方法如何指引方向。
IF 7.3 2区 生物学 Q1 CELL BIOLOGY Pub Date : 2024-03-01 DOI: 10.1002/wrna.1839
Runze Li, Xu Chen, Xuerui Yang

Spatially resolved transcriptomics has been dramatically transforming biological and medical research in various fields. It enables transcriptome profiling at single-cell, multi-cellular, or sub-cellular resolution, while retaining the information of geometric localizations of cells in complex tissues. The coupling of cell spatial information and its molecular characteristics generates a novel multi-modal high-throughput data source, which poses new challenges for the development of analytical methods for data-mining. Spatial transcriptomic data are often highly complex, noisy, and biased, presenting a series of difficulties, many unresolved, for data analysis and generation of biological insights. In addition, to keep pace with the ever-evolving spatial transcriptomic experimental technologies, the existing analytical theories and tools need to be updated and reformed accordingly. In this review, we provide an overview and discussion of the current computational approaches for mining of spatial transcriptomics data. Future directions and perspectives of methodology design are proposed to stimulate further discussions and advances in new analytical models and algorithms. This article is categorized under: RNA Methods > RNA Analyses in Cells RNA Evolution and Genomics > Computational Analyses of RNA RNA Export and Localization > RNA Localization.

空间分辨转录组学极大地改变了各个领域的生物和医学研究。它能以单细胞、多细胞或亚细胞分辨率进行转录组分析,同时保留复杂组织中细胞的几何定位信息。细胞空间信息及其分子特征的耦合产生了一种新的多模式高通量数据源,为数据挖掘分析方法的开发带来了新的挑战。空间转录组数据往往高度复杂、噪声大、有偏差,给数据分析和生物洞察力的产生带来了一系列困难,其中许多问题尚未解决。此外,为了跟上不断发展的空间转录组实验技术的步伐,现有的分析理论和工具也需要进行相应的更新和改革。在这篇综述中,我们概述并讨论了当前挖掘空间转录组学数据的计算方法。我们提出了方法设计的未来方向和前景,以促进新分析模型和算法的进一步讨论和进步。本文归类于RNA 方法 > 细胞中的 RNA 分析 RNA 进化与基因组学 > RNA 的计算分析 RNA 导出与定位 > RNA 定位。
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引用次数: 0
Correction to "Poly(A) tale: From A to A; RNA polyadenylation in prokaryotes and eukaryotes". 更正 "Poly(A) tale:从 A 到 A;原核生物和真核生物中的 RNA 多腺苷酸化 "一文的更正。
IF 7.3 2区 生物学 Q1 CELL BIOLOGY Pub Date : 2024-03-01 DOI: 10.1002/wrna.1846
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引用次数: 0
Small-RNA-guided histone modifications and somatic genome elimination in ciliates. 小核糖核酸引导的组蛋白修饰与纤毛虫体细胞基因组的消除
IF 7.3 2区 生物学 Q1 CELL BIOLOGY Pub Date : 2024-03-01 DOI: 10.1002/wrna.1848
Thomas Balan, Leticia Koch Lerner, Daniel Holoch, Sandra Duharcourt

Transposable elements and other repeats are repressed by small-RNA-guided histone modifications in fungi, plants and animals. The specificity of silencing is achieved through base-pairing of small RNAs corresponding to the these genomic loci to nascent noncoding RNAs, which allows the recruitment of histone methyltransferases that methylate histone H3 on lysine 9. Self-reinforcing feedback loops enhance small RNA production and ensure robust and heritable repression. In the unicellular ciliate Paramecium tetraurelia, small-RNA-guided histone modifications lead to the elimination of transposable elements and their remnants, a definitive form of repression. In this organism, germline and somatic functions are separated within two types of nuclei with different genomes. At each sexual cycle, development of the somatic genome is accompanied by the reproducible removal of approximately a third of the germline genome. Instead of recruiting a H3K9 methyltransferase, small RNAs corresponding to eliminated sequences tether Polycomb Repressive Complex 2, which in ciliates has the unique property of catalyzing both lysine 9 and lysine 27 trimethylation of histone H3. These histone modifications that are crucial for the elimination of transposable elements are thought to guide the endonuclease complex, which triggers double-strand breaks at these specific genomic loci. The comparison between ciliates and other eukaryotes underscores the importance of investigating small-RNAs-directed chromatin silencing in a diverse range of organisms. This article is categorized under: Regulatory RNAs/RNAi/Riboswitches > RNAi: Mechanisms of Action.

在真菌、植物和动物中,可转座元件和其他重复序列通过小 RNA 引导的组蛋白修饰被抑制。沉默的特异性是通过与这些基因组位点相对应的小 RNA 与新生非编码 RNA 的碱基配对实现的,这种配对可以招募组蛋白甲基转移酶,使组蛋白 H3 上的赖氨酸 9 甲基化。自我强化的反馈环路会增强小 RNA 的产生,并确保稳健和可遗传的抑制作用。在单细胞纤毛虫四膜虫(Paramecium tetraurelia)中,小 RNA 引导的组蛋白修饰导致转座元件及其残余的消除,这是一种明确的抑制形式。在这种生物体内,生殖细胞和体细胞的功能在两种具有不同基因组的细胞核内分离。在每个性周期中,伴随着体细胞基因组的发育,大约三分之一的生殖细胞基因组会被复制移除。纤毛虫的多聚核抑制复合体 2 具有催化组蛋白 H3 的赖氨酸 9 和赖氨酸 27 三甲基化的独特特性。这些对消除转座元件至关重要的组蛋白修饰被认为能引导内切酶复合体在这些特定基因组位点引发双链断裂。纤毛虫与其他真核生物之间的比较强调了在多种生物体中研究小RNA引导的染色质沉默的重要性。本文归类于调控 RNAs/RNAi/Riboswitches > RNAi:作用机制。
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引用次数: 0
Spatial analysis toolkits for RNA in situ sequencing. 用于 RNA 原位测序的空间分析工具包。
IF 7.3 2区 生物学 Q1 CELL BIOLOGY Pub Date : 2024-03-01 DOI: 10.1002/wrna.1842
Jiayu Chen, Rongqin Ke

Spatial transcriptomics (ST) is featured by high-throughput gene expression profiling within their native cell and tissue context, offering a means to investigate gene regulatory networks in tissue microenvironment. In situ sequencing (ISS) is an imaging-based ST technology that simultaneously detects hundreds to thousands of genes at subcellular resolution. As a highly reproducible and robust technique, ISS has been widely adapted and undergone a series of technical iterations. As the interest in ISS-based spatial transcriptomic analysis grows, scalable and integrated data analysis workflows are needed to facilitate the applications of ISS in different research fields. This review presents the state-of-the-art bioinformatic toolkits for ISS data analysis, which covers the upstream and downstream analysis workflows, including image analysis, cell segmentation, clustering, functional enrichment, detection of spatially variable genes and cell clusters, spatial cell-cell interactions, and trajectory inference. To assist the community in choosing the right tools for their research, the application of each tool and its compatibility with ISS data are reviewed in detailed. Finally, future perspectives and challenges concerning how to integrate heterogeneous tools into a user-friendly analysis pipeline are discussed. This article is categorized under: RNA Methods > RNA Analyses In Vitro and In Silico.

空间转录组学(ST)的特点是在原生细胞和组织背景下进行高通量基因表达谱分析,为研究组织微环境中的基因调控网络提供了一种手段。原位测序(ISS)是一种基于成像的空间转录组学技术,可同时检测亚细胞分辨率的数百至数千个基因。作为一种具有高度可重复性和稳健性的技术,原位测序已被广泛采用并经历了一系列技术迭代。随着人们对基于 ISS 的空间转录组分析的兴趣与日俱增,需要可扩展的集成数据分析工作流程来促进 ISS 在不同研究领域的应用。本综述介绍了最先进的 ISS 数据分析生物信息学工具包,涵盖了上游和下游分析工作流程,包括图像分析、细胞分割、聚类、功能富集、空间可变基因和细胞簇检测、空间细胞-细胞相互作用以及轨迹推断。为了帮助社区为其研究选择合适的工具,我们详细介绍了每种工具的应用及其与 ISS 数据的兼容性。最后,还讨论了如何将异构工具整合到用户友好的分析管道中的未来展望和挑战。本文归类于RNA 方法 > 体外和硅学 RNA 分析。
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引用次数: 0
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Wiley Interdisciplinary Reviews: RNA
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