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RNA衰变咖啡馆,一个经过统一处理的、涵盖多种人类细胞系的RNA半衰期估计图谱。

RNADecayCafe, a uniformly processed atlas of RNA half-life estimates across multiple human cell lines.

作者信息

Vock Isaac W, Tang Dié, Giraldez Antonio J, Simon Matthew D

出版信息

bioRxiv. 2025 Aug 21:2025.08.19.671151. doi: 10.1101/2025.08.19.671151.

Abstract

RNA expression levels are partially determined by RNA stabilities. Long-lived RNAs accumulate to higher levels than rapidly degraded RNAs when transcribed at the same rate. The extent to which RNA decay contributes to differences in gene expression between genes in the same cell or between different cell types has not been extensively examined. This is in part because reproducible RNA half-life estimates from different biological contexts have not been broadly collected and curated. To address this, we have developed RNAdecayCafe, a database of high-quality RNA half-life estimates in multiple human cell lines. RNAdecayCafe makes use of pulse-label nucleotide recoding RNA-seq data (namely SLAM-seq and TimeLapse-seq), which we found to provide consistent and orthogonally validated half-life estimates. In total, RNAdecayCafe provides half-life estimates from 11 different human cell lines across 15 datasets and a total of 64 samples that were uniformly processed with a set of optimized bioinformatic tools we recently developed (the EZbakR suite). We showcase how this resource reveals the previously underappreciated role of RNA stability in shaping gene expression. RNAdecayCafe will provide a robust database for future studies of RNA decay.

摘要

RNA表达水平部分由RNA稳定性决定。当以相同速率转录时,长寿命RNA比快速降解的RNA积累到更高水平。RNA衰变在同一细胞内基因之间或不同细胞类型之间基因表达差异中所起的作用程度尚未得到广泛研究。部分原因是尚未广泛收集和整理来自不同生物学背景的可重复RNA半衰期估计值。为了解决这个问题,我们开发了RNAdecayCafe,这是一个包含多种人类细胞系中高质量RNA半衰期估计值的数据库。RNAdecayCafe利用脉冲标记核苷酸重编码RNA测序数据(即SLAM-seq和TimeLapse-seq),我们发现这些数据能提供一致且经过正交验证的半衰期估计值。RNAdecayCafe总共提供了来自15个数据集、11种不同人类细胞系的半衰期估计值,以及总共64个样本,这些样本使用我们最近开发的一组优化生物信息工具(EZbakR套件)进行了统一处理。我们展示了该资源如何揭示RNA稳定性在塑造基因表达方面此前未被充分认识的作用。RNAdecayCafe将为未来的RNA衰变研究提供一个强大的数据库。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5d1f/12393342/5e2f3ef26654/nihpp-2025.08.19.671151v1-f0001.jpg

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