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GRASPS: a Simple-to-operate Translatome Technology Reveals Omics-Hidden Disease-Associated Pathways in TDP-43-related Amyotrophic Lateral Sclerosis

biorxiv(2024)

Cited 0|Views17
Abstract
Transcriptomes and translatomes measure genome-wide levels of total and ribosome-associated RNAs. A few hundred translatomes were reported over >250,000 transcriptomes highlighting the challenges of identifying translating RNAs. Here, we used a human isogenic inducible model of TDP-43-linked amyotrophic lateral sclerosis, which exhibits altered expression of thousands of transcripts, as a paradigm for the direct comparison of whole-cell, cytoplasmic and translating RNAs, showing broad uncoupling and poor correlation between disease-altered transcripts. Moreover, based on precipitation of endogenous ribosomes, we developed GRASPS (Genome-wide RNA Analysis of Stalled Protein Synthesis), a simple-to-operate translatome technology. Remarkably, GRASPS identified three times more differentially-expressed transcripts with higher fold changes and statistical significance, providing unprecedented opportunities for data modeling at stringent filtering and discovery of previously omics-missed disease-relevant pathways, which functionally map on dense gene regulatory networks of protein-protein interactions. Based on its simplicity and robustness, GRASPS is widely applicable across disciplines in the biotechnologies and biomedical sciences.### Competing Interest StatementProfs Guillaume M. Hautbergue and Pamela J. Shaw are Founders of Crucible Therapeutics Limited, a start-up company developing gene therapeutics to treat neurological disorders. The authors declare having no other competing interests.
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要点】:本文介绍了GRASPS技术,一种简单易操作的转译组技术,该技术揭示了TDP-43相关肌萎缩侧索硬化症中常被忽略的疾病相关通路。

方法】:作者基于内源性核糖体沉淀,开发了一种名为GRASPS的转译组技术,用于直接比较全细胞、细胞质和翻译中RNA的表达。

实验】:使用人源同源诱导模型研究TDP-43相关肌萎缩侧索硬化症,通过GRASPS技术发现了三倍数量的差异表达转录本,这些转录本具有更高的倍数变化和统计学意义,并揭示了之前被组学方法忽略的疾病相关通路。实验使用的数据集未在摘要中明确提及。