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半定量分析管道:一种用于分析代谢标记RNA测序数据以量化RNA半衰期的工具。

Halfpipe: a tool for analyzing metabolic labeling RNA-seq data to quantify RNA half-lives.

作者信息

Müller Jason M, Altendorfer Elisabeth, Freier Susanne, Moos Katharina, Mayer Andreas, Tresch Achim

机构信息

Cologne Excellence Cluster on Cellular Stress Responses in Aging-Associated Diseases (CECAD), University of Cologne, 50931 Cologne, Germany.

Institute of Medical Statistics and Computational Biology, Faculty of Medicine, University of Cologne, 50924 Cologne, Germany.

出版信息

NAR Genom Bioinform. 2025 Feb 18;7(1):lqaf006. doi: 10.1093/nargab/lqaf006. eCollection 2025 Mar.

DOI:10.1093/nargab/lqaf006
PMID:39967604
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC11833738/
Abstract

We introduce Halfpipe, a tool for analyzing RNA-seq data from metabolic RNA labeling experiments. Its main features are the absolute quantification of 4-thiouridine-labeling-induced T>C conversions in the data as generated by SLAM-seq, calculating the proportion of newly synthesized transcripts, and estimating subcellular RNA half-lives. Halfpipe excels at correcting critical biases caused by typically low labeling efficiency. We measure and compare the RNA metabolism in the G1 phase and during the mitosis of synchronized human cells. We find that RNA half-lives of constantly expressed RNAs are similar in mitosis and G1 phase, suggesting that RNA stability of those genes is constant throughout the cell cycle. Our estimates correlate well with literature values and with known RNA sequence features. Halfpipe is freely available at https://github.com/IMSBCompBio/Halfpipe.

摘要

我们介绍了Halfpipe,这是一种用于分析来自代谢RNA标记实验的RNA测序数据的工具。其主要功能包括对SLAM-seq生成的数据中4-硫尿苷标记诱导的T>C转换进行绝对定量、计算新合成转录本的比例以及估计亚细胞RNA半衰期。Halfpipe擅长纠正因通常较低的标记效率而导致的关键偏差。我们测量并比较了同步化人类细胞在G1期和有丝分裂期间的RNA代谢情况。我们发现,持续表达的RNA的半衰期在有丝分裂和G1期相似,这表明这些基因的RNA稳定性在整个细胞周期中是恒定的。我们的估计值与文献值以及已知的RNA序列特征相关性良好。Halfpipe可在https://github.com/IMSBCompBio/Halfpipe上免费获取。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ab28/11833738/fd2322eaae22/lqaf006fig4.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ab28/11833738/41f82a283125/lqaf006fig1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ab28/11833738/4e527aa021e4/lqaf006fig2.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ab28/11833738/0143d1c2d76f/lqaf006fig3.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ab28/11833738/fd2322eaae22/lqaf006fig4.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ab28/11833738/41f82a283125/lqaf006fig1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ab28/11833738/4e527aa021e4/lqaf006fig2.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ab28/11833738/0143d1c2d76f/lqaf006fig3.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ab28/11833738/fd2322eaae22/lqaf006fig4.jpg

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本文引用的文献

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2
Genome-wide quantification of RNA flow across subcellular compartments reveals determinants of the mammalian transcript life cycle.对跨亚细胞区室的 RNA 流进行全基因组定量分析,揭示了哺乳动物转录生命周期的决定因素。
Mol Cell. 2024 Jul 25;84(14):2765-2784.e16. doi: 10.1016/j.molcel.2024.06.008. Epub 2024 Jul 3.
3
Nuclear export is a limiting factor in eukaryotic mRNA metabolism.
核输出是真核 mRNA 代谢的一个限制因素。
PLoS Comput Biol. 2024 May 16;20(5):e1012059. doi: 10.1371/journal.pcbi.1012059. eCollection 2024 May.
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Dynamics of mRNA fate during light stress and recovery: from transcription to stability and translation.在光胁迫和恢复期间 mRNA 命运的动态变化:从转录到稳定性和翻译。
Plant J. 2024 Feb;117(3):818-839. doi: 10.1111/tpj.16531. Epub 2023 Nov 10.
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Transcription feedback dynamics in the wake of cytoplasmic mRNA degradation shutdown.细胞质 mRNA 降解关闭后的转录反馈动力学。
Nucleic Acids Res. 2022 Jun 10;50(10):5864-5880. doi: 10.1093/nar/gkac411.
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Sequencing error profiles of Illumina sequencing instruments.Illumina测序仪的测序错误图谱。
NAR Genom Bioinform. 2021 Mar 27;3(1):lqab019. doi: 10.1093/nargab/lqab019. eCollection 2021 Mar.
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