Author(s): Pérez-Rodríguez, Gael ; Pérez-Pérez, Martín ; Glez-Peña, Daniel ; Fdez-Riverola, Florentino ; Azevedo, N. F. ; Lourenço, Anália
Date: 2015
Persistent ID: http://hdl.handle.net/1822/34933
Origin: RepositóriUM - Universidade do Minho
Subject(s): Science & Technology
Agent-based modelling is being used to represent biological systems with increasing frequency and success. This paper presents the implementation of a new tool for biomolecular reaction modelling in the open source Multiagent Simulator of Neighborhoods framework. The rationale behind this new tool is the necessity to describe interactions at the molecular level to be able to grasp emergent and meaningful biological behaviour. We are particularly interested in characterising and quantifying the various effects that facilitate biocatalysis. Enzymes may display high specificity for their substrates and this information is crucial to the engineering and optimisation of bioprocesses. Simulation results demonstrate that molecule distributions, reaction rate parameters, and structural parameters can be adjusted separately in the simulation allowing a comprehensive study of individual effects in the context of realistic cell environments. While higher percentage of collisions with occurrence of reaction increases the affinity of the enzyme to the substrate, a faster reaction (i.e., turnover number) leads to a smaller number of time steps. Slower diffusion rates and molecular crowding (physical hurdles) decrease the collision rate of reactants, hence reducing the reaction rate, as expected. Also, the random distribution of molecules affects the results significantly.
The authors thank the Agrupamento INBIOMED from DXPCTSUG-FEDER unha maneira de facer Europa (2012/273). The research leading to these results has received funding from the European Union's Seventh Framework Programme FP7/REGPOT-2012-2013.1 under Grant Agreement no. 316265 (BIOCAPS) and the [14VI05] Contract-Programme from the University of Vigo. This document reflects only the authors' views and the European Union is not liable for any use that may be made of the information contained herein.
