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Verlingue2016 - Signalling pathway that control S-phase entry and geroconversion - Boolean Model


ABSTRACT: Verlingue2016 - Signalling pathway that control S-phase entry and geroconversion - Boolean Model This model is described in the article: A comprehensive approach to the molecular determinants of lifespan using a Boolean model of geroconversion. Verlingue L, Dugourd A, Stoll G, Barillot E, Calzone L, Londoño-Vallejo A. Aging Cell 2016 Sep; : Abstract: Altered molecular responses to insulin and growth factors (GF) are responsible for late-life shortening diseases such as type-2 diabetes mellitus (T2DM) and cancers. We have built a network of the signaling pathways that control S-phase entry and a specific type of senescence called geroconversion. We have translated this network into a Boolean model to study possible cell phenotype outcomes under diverse molecular signaling conditions. In the context of insulin resistance, the model was able to reproduce the variations of the senescence level observed in tissues related to T2DM's main morbidity and mortality. Furthermore, by calibrating the pharmacodynamics of mTOR inhibitors, we have been able to reproduce the dose-dependent effect of rapamycin on liver degeneration and lifespan expansion in wild-type and HER2-neu mice. Using the model, we have finally performed an in silico prospective screen of the risk-benefit ratio of rapamycin dosage for healthy lifespan expansion strategies. We present here a comprehensive prognostic and predictive systems biology tool for human aging. This model is hosted on BioModels Database and identified by: MODEL1611180000. To cite BioModels Database, please use: BioModels Database: An enhanced, curated and annotated resource for published quantitative kinetic models. To the extent possible under law, all copyright and related or neighbouring rights to this encoded model have been dedicated to the public domain worldwide. Please refer to CC0 Public Domain Dedication for more information.

SUBMITTER: Laurence Calzone  

PROVIDER: MODEL1611180000 | BioModels | 2016-11-29

REPOSITORIES: BioModels

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A comprehensive approach to the molecular determinants of lifespan using a Boolean model of geroconversion.

Verlingue Loic L   Dugourd Aurélien A   Stoll Gautier G   Barillot Emmanuel E   Calzone Laurence L   Londoño-Vallejo Arturo A  

Aging cell 20160909 6


Altered molecular responses to insulin and growth factors (GF) are responsible for late-life shortening diseases such as type-2 diabetes mellitus (T2DM) and cancers. We have built a network of the signaling pathways that control S-phase entry and a specific type of senescence called geroconversion. We have translated this network into a Boolean model to study possible cell phenotype outcomes under diverse molecular signaling conditions. In the context of insulin resistance, the model was able to  ...[more]

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