Johannes Keisers, Lorenzo Vito Dal Zovo, Norbert Kern, Luca Ciandrini
{"title":"Biologically relevant finite-size effects in a driven lattice gas with particle pausing and dynamical defects","authors":"Johannes Keisers, Lorenzo Vito Dal Zovo, Norbert Kern, Luca Ciandrini","doi":"arxiv-2406.16569","DOIUrl":null,"url":null,"abstract":"In this article we present a comprehensive study of the totally asymmetric\nsimple exclusion process with pausing particles (pTASEP), a model initially\nintroduced to describe RNAP dynamics during transcription. We extend previous\nmean-field approaches and demonstrate that the pTASEP is equivalent to the\nexclusion process with dynamical defects (ddTASEP), thus broadening the scope\nof our investigation to a larger class of problems related to transcription and\ntranslation. We extend the mean-field theory to the open boundary case,\nrevealing the system's phase diagram and critical values of entry and exit\nrates. However, we identify a significant discrepancy between theory and\nsimulations in a region of the parameter space, indicating severe finite-size\neffects. To address this, we develop a single-cluster approximation that\ncaptures the relationship between current and lattice size, providing a more\naccurate representation of the system's dynamics. Finally, we extend our\napproach to open boundary conditions, demonstrating its applicability in\ndifferent scenarios. Our findings underscore the importance of considering\nfinite-size effects, often overlooked in the literature, when modelling\nbiological processes such as transcription and translation.","PeriodicalId":501170,"journal":{"name":"arXiv - QuanBio - Subcellular Processes","volume":"16 1","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2024-06-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"arXiv - QuanBio - Subcellular Processes","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/arxiv-2406.16569","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
Abstract
In this article we present a comprehensive study of the totally asymmetric
simple exclusion process with pausing particles (pTASEP), a model initially
introduced to describe RNAP dynamics during transcription. We extend previous
mean-field approaches and demonstrate that the pTASEP is equivalent to the
exclusion process with dynamical defects (ddTASEP), thus broadening the scope
of our investigation to a larger class of problems related to transcription and
translation. We extend the mean-field theory to the open boundary case,
revealing the system's phase diagram and critical values of entry and exit
rates. However, we identify a significant discrepancy between theory and
simulations in a region of the parameter space, indicating severe finite-size
effects. To address this, we develop a single-cluster approximation that
captures the relationship between current and lattice size, providing a more
accurate representation of the system's dynamics. Finally, we extend our
approach to open boundary conditions, demonstrating its applicability in
different scenarios. Our findings underscore the importance of considering
finite-size effects, often overlooked in the literature, when modelling
biological processes such as transcription and translation.