Abstract

Transcriptional bursts render substantial biological noise in cellular transcriptomes. Here, we investigated the theoretical extent of allelic expression resulting from transcriptional bursting and how it compared to the amount biallelic, monoallelic and allele-biased expression observed in single-cell RNA-sequencing (scRNA-seq) data. We found that transcriptional bursting can explain the allelic expression patterns observed in single cells, including the frequent observations of autosomal monoallelic gene expression. Importantly, we identified that the burst frequency largely determined the fraction of cells with monoallelic expression, whereas the burst size had little effect on monoallelic observations. The high consistency between the bursting model predictions and scRNA-seq observations made it possible to assess the heterogeneity of a group of cells as their deviation in allelic observations from the expected. Finally, both burst frequency and size contributed to allelic imbalance observations and reinforced that studies of allelic imbalance can be confounded from the inherent noise in transcriptional bursting. Altogether, we demonstrate that allele-level transcriptional bursting renders widespread, although predictable, amounts of monoallelic and biallelic expression in single cells and cell populations.

Highlights

  • Stochastic transcription generates biological variation across individual cells of the same cell type [1,2]

  • We investigated to which extent the observed monoallelic expression across single cells can be explained by transcriptional bursting

  • For in vitro and in vivo cells, that the fraction of monoallelic expression is mainly driven by the frequency of transcriptional bursts rather than burst sizes, whereas allelic imbalance is a consequence of both burst frequencies and size

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Summary

Introduction

Stochastic transcription generates biological variation across individual cells of the same cell type [1,2]. As single-cell RNA-sequencing (scRNA-seq) protocols arrived at higher sensitivity and accuracy [8,9,10], it has become feasible to study transcriptome-wide patterns of allelic expression across single cells. The observed autosomal random monoallelic expression (aRME) could be generated from transcriptional bursting [3,4,6,12], in particular since subsequent work demonstrated that the allelic patterns were primarily due to a stochastic process in somatic cells, rather than a mitotically heritable characteristic [13]. Allele-specific RNA FISH of autosomal genes in situ has shown that transcriptional bursting can explain the observed aRME of individual genes [14]. The explicit relationship between aRME and transcriptional burst kinetics has not been systematically explored

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