Mathematical modelling of core regulatory mechanism in p53 protein that activates apoptotic switch

The p53 protein, a tumour suppressor, is a key player in the DNA damage response. The activation of apoptosis by p53 involves the intrinsic apoptotic pathway to eliminate stressed cells that contain DNA lesions. Recent experiments have found that apoptosis happen in an all-or-none switch like manner...

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Main Authors: Chong, Ket Hing, Samarasinghe, Sandhya, Kulasiri, Don, Zheng, Jie
Other Authors: School of Computer Science and Engineering
Format: Article
Language:English
Published: 2020
Subjects:
p53
Online Access:https://hdl.handle.net/10356/143858
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Institution: Nanyang Technological University
Language: English
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spelling sg-ntu-dr.10356-1438582020-09-28T03:25:01Z Mathematical modelling of core regulatory mechanism in p53 protein that activates apoptotic switch Chong, Ket Hing Samarasinghe, Sandhya Kulasiri, Don Zheng, Jie School of Computer Science and Engineering Engineering::Computer science and engineering p53 Apoptosis The p53 protein, a tumour suppressor, is a key player in the DNA damage response. The activation of apoptosis by p53 involves the intrinsic apoptotic pathway to eliminate stressed cells that contain DNA lesions. Recent experiments have found that apoptosis happen in an all-or-none switch like manner  (Albeck et al., 2008; Rehm et al., 2002). We focus on modelling the mechanism of p53 activation of apoptosis in response to sustained high DNA double-strand breaks. The aim of the research is to investigate the design principles behind the regulation of p53 activation of apoptotic switch. Building on previous models (Chong et al., 2015; Zhang et al., 2009a), we developed a mathematical model that incorporated the molecular interactions in the core regulation of p53 and the apoptosis initiation module involving Puma, Bcl2 and Bax. Activation of Bax was assumed to be an indicator of apoptosis initiation. Chen et al. (2013) suggested that one of the components in the p53 pathway may control a threshold activation of apoptosis. We hypothesized that ATM auto-activation is the component that controls p53 threshold activation of apoptosis with ATM's multi-site autophosphorylation depending on damage intensity. The constructed model demonstrated how molecular interactions and stress signalling molecule ATM's auto-activation of the p53 network dictate cell fate decisions. Our simulation results are qualitatively consistent with the experimental findings of all-or-none activation of apoptosis and predicted overexpression of Bcl2 as a factor in causing malfunction of the apoptotic switch. We present a simplified yet plausible model of molecular mechanism that controls p53 activation of apoptotic switch. Accepted version 2020-09-28T03:25:01Z 2020-09-28T03:25:01Z 2019 Journal Article Chong, K. H., Samarasinghe, S., Kulasiri, D., & Zheng, J. (2019). Mathematical modelling of core regulatory mechanism in p53 protein that activates apoptotic switch. Journal of Theoretical Biology, 462, 134–147. doi:10.1016/j.jtbi.2018.11.008 0022-5193 https://hdl.handle.net/10356/143858 10.1016/j.jtbi.2018.11.008 30439375 462 134 147 en Journal of theoretical biology © 2018 Elsevier Ltd. All rights reserved. This paper was published in Journal of theoretical biology and is made available with permission of Elsevier Ltd. application/pdf
institution Nanyang Technological University
building NTU Library
country Singapore
collection DR-NTU
language English
topic Engineering::Computer science and engineering
p53
Apoptosis
spellingShingle Engineering::Computer science and engineering
p53
Apoptosis
Chong, Ket Hing
Samarasinghe, Sandhya
Kulasiri, Don
Zheng, Jie
Mathematical modelling of core regulatory mechanism in p53 protein that activates apoptotic switch
description The p53 protein, a tumour suppressor, is a key player in the DNA damage response. The activation of apoptosis by p53 involves the intrinsic apoptotic pathway to eliminate stressed cells that contain DNA lesions. Recent experiments have found that apoptosis happen in an all-or-none switch like manner  (Albeck et al., 2008; Rehm et al., 2002). We focus on modelling the mechanism of p53 activation of apoptosis in response to sustained high DNA double-strand breaks. The aim of the research is to investigate the design principles behind the regulation of p53 activation of apoptotic switch. Building on previous models (Chong et al., 2015; Zhang et al., 2009a), we developed a mathematical model that incorporated the molecular interactions in the core regulation of p53 and the apoptosis initiation module involving Puma, Bcl2 and Bax. Activation of Bax was assumed to be an indicator of apoptosis initiation. Chen et al. (2013) suggested that one of the components in the p53 pathway may control a threshold activation of apoptosis. We hypothesized that ATM auto-activation is the component that controls p53 threshold activation of apoptosis with ATM's multi-site autophosphorylation depending on damage intensity. The constructed model demonstrated how molecular interactions and stress signalling molecule ATM's auto-activation of the p53 network dictate cell fate decisions. Our simulation results are qualitatively consistent with the experimental findings of all-or-none activation of apoptosis and predicted overexpression of Bcl2 as a factor in causing malfunction of the apoptotic switch. We present a simplified yet plausible model of molecular mechanism that controls p53 activation of apoptotic switch.
author2 School of Computer Science and Engineering
author_facet School of Computer Science and Engineering
Chong, Ket Hing
Samarasinghe, Sandhya
Kulasiri, Don
Zheng, Jie
format Article
author Chong, Ket Hing
Samarasinghe, Sandhya
Kulasiri, Don
Zheng, Jie
author_sort Chong, Ket Hing
title Mathematical modelling of core regulatory mechanism in p53 protein that activates apoptotic switch
title_short Mathematical modelling of core regulatory mechanism in p53 protein that activates apoptotic switch
title_full Mathematical modelling of core regulatory mechanism in p53 protein that activates apoptotic switch
title_fullStr Mathematical modelling of core regulatory mechanism in p53 protein that activates apoptotic switch
title_full_unstemmed Mathematical modelling of core regulatory mechanism in p53 protein that activates apoptotic switch
title_sort mathematical modelling of core regulatory mechanism in p53 protein that activates apoptotic switch
publishDate 2020
url https://hdl.handle.net/10356/143858
_version_ 1681057749312471040