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scTail:从保留3'端的单细胞RNA测序数据的读段1中进行精确的多聚腺苷酸化位点检测及其可变使用分析。

scTail: precise polyadenylation site detection and its alternative usage analysis from reads 1 preserved 3' scRNA-seq data.

作者信息

Hou Ruiyan, Huang Yuanhua

机构信息

School of Biomedical Sciences, University of Hong Kong, Hong Kong SAR, China.

Department of Statistics and Actuarial Science, University of Hong Kong, Hong Kong SAR, China.

出版信息

Genome Biol. 2025 Aug 7;26(1):236. doi: 10.1186/s13059-025-03710-7.

DOI:10.1186/s13059-025-03710-7
PMID:40775355
Abstract

The first-strand reads (often reads 1) of three-prime single-cell RNA-seq (3' scRNA-seq) can contain informative cDNA for analysis of polyadenylation sites (PAS), but are often overlooked or trimmed. Here, we describe a computational method, scTail, to identify PAS using first-strand reads and quantify its expression leveraging second-strand reads, consequently enabling detection of alternative PAS usage. Compared with other methods, scTail detects PAS more precisely and retains high sensitivity. Furthermore, we demonstrated that combining scTail and BRIE2 can discover differential alternative PAS usage in various biological processes including cancers and time-series development, giving critical insight into PAS regulation.

摘要

三端单细胞RNA测序(3' scRNA-seq)的第一链 reads(通常为reads 1)可能包含用于分析聚腺苷酸化位点(PAS)的信息性cDNA,但常常被忽视或修剪。在这里,我们描述了一种计算方法scTail,用于使用第一链reads识别PAS,并利用第二链reads对其表达进行定量,从而能够检测替代性PAS使用情况。与其他方法相比,scTail能更精确地检测PAS并保持高灵敏度。此外,我们证明将scTail和BRIE2相结合,可以在包括癌症和时间序列发育在内的各种生物学过程中发现差异性替代性PAS使用情况,从而深入了解PAS调控。

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本文引用的文献

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BMC Nephrol. 2024 Apr 19;25(1):137. doi: 10.1186/s12882-024-03514-0.
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Expression profiling of cerebrospinal fluid identifies dysregulated antiviral mechanisms in multiple sclerosis.
脑脊液表达谱分析鉴定多发性硬化症中失调的抗病毒机制。
Brain. 2024 Feb 1;147(2):554-565. doi: 10.1093/brain/awad404.
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Deep learning of human polyadenylation sites at nucleotide resolution reveals molecular determinants of site usage and relevance in disease.基于核苷酸分辨率的人类多聚腺苷酸化位点深度学习揭示了其使用和与疾病相关性的分子决定因素。
Nat Commun. 2023 Nov 15;14(1):7378. doi: 10.1038/s41467-023-43266-3.
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Infernape uncovers cell type-specific and spatially resolved alternative polyadenylation in the brain.烈焰猴揭示了大脑中细胞类型特异性和空间分辨的可变多聚腺苷酸化。
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