Comparative analysis between single-cell RNA-seq and single-molecule RNA FISH indicates that the pyrimidine nucleobase idoxuridine (IdU) globally amplifies transcriptional noise
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https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE263194
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Stochastic fluctuations (noise) in transcription generate substantial cell-to-cell variability, but the physiological roles of noise have remained difficult to determine in the absence of generalized noise-modulation approaches. Previous single-cell RNA-sequencing (scRNA-seq) suggested that the pyrimidine-base analog (5′-iodo-2′-deoxyuridine, IdU) could generally amplify noise without substantially altering mean-expression levels but scRNA-seq technical drawbacks potentially obscured the penetrance of IdU-induced transcriptional noise amplification. Here we quantify global-vs.-partial penetrance of IdU-induced noise amplification by assessing scRNA-seq data using numerous normalization algorithms and complement our previous results with data from Human Jurkat T Lymphocytes, including two biological replicates to allow rigorous statistical analysis. Collectively, this analysis indicates which scRNA-seq algorithms are appropriate for quantifying noise and argues that IdU is a globally penetrant noise-enhancer molecule that could enable investigations of the physiological impacts of transcriptional noise in various cell types and organisms. Jurkat cells were treated with either DMSO or 20 uM IdU for 48h. Two biological replicates were performed, resulting in total four samples of scRNA-seq.
创建时间:
2025-02-12



