Cargando…

Slow nucleosome dynamics set the transcriptional speed limit and induce RNA polymerase II traffic jams and bursts

Nucleosomes are recognized as key regulators of transcription. However, the relationship between slow nucleosome unwrapping dynamics and bulk transcriptional properties has not been thoroughly explored. Here, an agent-based model that we call the dynamic defect Totally Asymmetric Simple Exclusion Pr...

Descripción completa

Detalles Bibliográficos
Autores principales: Mines, Robert C., Lipniacki, Tomasz, Shen, Xiling
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8865691/
https://www.ncbi.nlm.nih.gov/pubmed/35143483
http://dx.doi.org/10.1371/journal.pcbi.1009811
_version_ 1784655681908899840
author Mines, Robert C.
Lipniacki, Tomasz
Shen, Xiling
author_facet Mines, Robert C.
Lipniacki, Tomasz
Shen, Xiling
author_sort Mines, Robert C.
collection PubMed
description Nucleosomes are recognized as key regulators of transcription. However, the relationship between slow nucleosome unwrapping dynamics and bulk transcriptional properties has not been thoroughly explored. Here, an agent-based model that we call the dynamic defect Totally Asymmetric Simple Exclusion Process (ddTASEP) was constructed to investigate the effects of nucleosome-induced pausing on transcriptional dynamics. Pausing due to slow nucleosome dynamics induced RNAPII convoy formation, which would cooperatively prevent nucleosome rebinding leading to bursts of transcription. The mean first passage time (MFPT) and the variance of first passage time (VFPT) were analytically expressed in terms of the nucleosome rate constants, allowing for the direct quantification of the effects of nucleosome-induced pausing on pioneering polymerase dynamics. The mean first passage elongation rate γ(h(c), h(o)) is inversely proportional to the MFPT and can be considered to be a new axis of the ddTASEP phase diagram, orthogonal to the classical αβ-plane (where α and β are the initiation and termination rates). Subsequently, we showed that, for β = 1, there is a novel jamming transition in the αγ-plane that separates the ddTASEP dynamics into initiation-limited and nucleosome pausing-limited regions. We propose analytical estimates for the RNAPII density ρ, average elongation rate v, and transcription flux J and verified them numerically. We demonstrate that the intra-burst RNAPII waiting times t(in) follow the time-headway distribution of a max flux TASEP and that the average inter-burst interval [Image: see text] correlates with the index of dispersion D(e). In the limit γ→0, the average burst size reaches a maximum set by the closing rate h(c). When α≪1, the burst sizes are geometrically distributed, allowing large bursts even while the average burst size [Image: see text] is small. Last, preliminary results on the relative effects of static and dynamic defects are presented to show that dynamic defects can induce equal or greater pausing than static bottle necks.
format Online
Article
Text
id pubmed-8865691
institution National Center for Biotechnology Information
language English
publishDate 2022
publisher Public Library of Science
record_format MEDLINE/PubMed
spelling pubmed-88656912022-02-24 Slow nucleosome dynamics set the transcriptional speed limit and induce RNA polymerase II traffic jams and bursts Mines, Robert C. Lipniacki, Tomasz Shen, Xiling PLoS Comput Biol Research Article Nucleosomes are recognized as key regulators of transcription. However, the relationship between slow nucleosome unwrapping dynamics and bulk transcriptional properties has not been thoroughly explored. Here, an agent-based model that we call the dynamic defect Totally Asymmetric Simple Exclusion Process (ddTASEP) was constructed to investigate the effects of nucleosome-induced pausing on transcriptional dynamics. Pausing due to slow nucleosome dynamics induced RNAPII convoy formation, which would cooperatively prevent nucleosome rebinding leading to bursts of transcription. The mean first passage time (MFPT) and the variance of first passage time (VFPT) were analytically expressed in terms of the nucleosome rate constants, allowing for the direct quantification of the effects of nucleosome-induced pausing on pioneering polymerase dynamics. The mean first passage elongation rate γ(h(c), h(o)) is inversely proportional to the MFPT and can be considered to be a new axis of the ddTASEP phase diagram, orthogonal to the classical αβ-plane (where α and β are the initiation and termination rates). Subsequently, we showed that, for β = 1, there is a novel jamming transition in the αγ-plane that separates the ddTASEP dynamics into initiation-limited and nucleosome pausing-limited regions. We propose analytical estimates for the RNAPII density ρ, average elongation rate v, and transcription flux J and verified them numerically. We demonstrate that the intra-burst RNAPII waiting times t(in) follow the time-headway distribution of a max flux TASEP and that the average inter-burst interval [Image: see text] correlates with the index of dispersion D(e). In the limit γ→0, the average burst size reaches a maximum set by the closing rate h(c). When α≪1, the burst sizes are geometrically distributed, allowing large bursts even while the average burst size [Image: see text] is small. Last, preliminary results on the relative effects of static and dynamic defects are presented to show that dynamic defects can induce equal or greater pausing than static bottle necks. Public Library of Science 2022-02-10 /pmc/articles/PMC8865691/ /pubmed/35143483 http://dx.doi.org/10.1371/journal.pcbi.1009811 Text en © 2022 Mines et al https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Mines, Robert C.
Lipniacki, Tomasz
Shen, Xiling
Slow nucleosome dynamics set the transcriptional speed limit and induce RNA polymerase II traffic jams and bursts
title Slow nucleosome dynamics set the transcriptional speed limit and induce RNA polymerase II traffic jams and bursts
title_full Slow nucleosome dynamics set the transcriptional speed limit and induce RNA polymerase II traffic jams and bursts
title_fullStr Slow nucleosome dynamics set the transcriptional speed limit and induce RNA polymerase II traffic jams and bursts
title_full_unstemmed Slow nucleosome dynamics set the transcriptional speed limit and induce RNA polymerase II traffic jams and bursts
title_short Slow nucleosome dynamics set the transcriptional speed limit and induce RNA polymerase II traffic jams and bursts
title_sort slow nucleosome dynamics set the transcriptional speed limit and induce rna polymerase ii traffic jams and bursts
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8865691/
https://www.ncbi.nlm.nih.gov/pubmed/35143483
http://dx.doi.org/10.1371/journal.pcbi.1009811
work_keys_str_mv AT minesrobertc slownucleosomedynamicssetthetranscriptionalspeedlimitandinducernapolymeraseiitrafficjamsandbursts
AT lipniackitomasz slownucleosomedynamicssetthetranscriptionalspeedlimitandinducernapolymeraseiitrafficjamsandbursts
AT shenxiling slownucleosomedynamicssetthetranscriptionalspeedlimitandinducernapolymeraseiitrafficjamsandbursts