Models

Dataset Information

0

Regulation of the L-arabinose operon of Escherichia coli.


ABSTRACT: The lactose operon in Escherichia coli was the first known gene regulatory network, and it is frequently used as a prototype for new modeling paradigms. Historically, many of these modeling frameworks use differential equations. More recently, Stigler and Veliz-Cuba proposed a Boolean network model that captures the bistability of the system and all of the biological steady states. In this paper, we model the wellknown arabinose operon in E. coli with a Boolean network. This has several complex features not found in the lac operon, such as a protein that is both an activator and repressor, a DNA looping mechanism for gene repression, and the lack of inducer exclusion by glucose. For 11 out of 12 choices of initial conditions, we use computational algebra and Sage to verify that the state space contains a single fixed point that correctly matches the biology. The final initial condition, medium levels of arabinose and no glucose, successfully predicts the systems bistability. Finally, we compare the state space under synchronous and asynchronous update, and see that the former has several artificial cycles that go away under a general asynchronous update.

SUBMITTER: Audrey Crowther 

PROVIDER: 6885 | Cell Collective |

REPOSITORIES: Cell Collective

altmetric image

Publications

Bistability and Asynchrony in a Boolean Model of the L-arabinose Operon in Escherichia coli.

Jenkins Andy A   Macauley Matthew M  

Bulletin of mathematical biology 20170621 8


The lactose operon in Escherichia coli was the first known gene regulatory network, and it is frequently used as a prototype for new modeling paradigms. Historically, many of these modeling frameworks use differential equations. More recently, Stigler and Veliz-Cuba proposed a Boolean model that captures the bistability of the system and all of the biological steady states. In this paper, we model the well-known arabinose operon in E. coli with a Boolean network. This has several complex feature  ...[more]

Similar Datasets

2017-12-14 | GSE78814 | GEO
2015-10-12 | PXD000498 | Pride
2021-01-09 | GSE109025 | GEO
| PRJNA266607 | ENA
2023-09-01 | GSE213624 | GEO
2012-07-25 | GSE39607 | GEO
2008-02-12 | GSE10440 | GEO
2010-05-27 | E-GEOD-21551 | biostudies-arrayexpress
2006-01-12 | E-MEXP-246 | biostudies-arrayexpress
2023-02-22 | MTBLS2630 | MetaboLights