Overview

This volume covers a variety of topics related to the practice of rule-based modeling, a type of mathematical modeling useful for studying biomolecular site dynamics. There is an emphasis on software tools and detailed descriptions of techniques. The chapters in this book discuss topics such as software tools and frameworks for compartmental modeling (Pycellerator, RuleBuilder, Prgy, rxncon, MSMB, and ML-Rules); tools for spatial modeling (Simmune, Smoldyn, MCell-R, SRSim, and CellOrganizer); rule-based models to analyze proteomic data; model annotation; Markov chain aggregation; BioJazz; and methods to identify model parameters (Data2Dynamics, RKappa, and BioNetFit). Written in the highly successful Methods in Molecular Biology series format, chapters include introductions to their respective topics, lists of the necessary resources, step-by-step, readily reproducible protocols, and tips on troubleshooting and avoiding known pitfalls. Cutting-edge and thorough, Modeling Biomolecular Site Dynamics: Methods and Protocols is a valuable resource for both the novice and expert rule-based modeler. It will also appeal to systems biologists and help them enhance their studies with easy-to-read and write rule-based models.

Full Product Details

Author:   William S. Hlavacek
Publisher:   Humana Press Inc.
Imprint:   Humana Press Inc.
Edition:   1st ed. 2019
Volume:   1945
Weight:   1.049kg
ISBN:  

9781493991006

ISBN 10:   1493991000
Pages:   423
Publication Date:   04 April 2019
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Hardback
Publisher's Status:   Active
Availability:   Manufactured on demand  
We will order this item for you from a manufactured on demand supplier.

Table of Contents

A Pycellerator Tutorial.- Using RuleBuilder to Graphically Define and Visualize BioNetGen-Language Patterns and Reaction Rules.- Strategy-Driven Exploration for Rule-Based Models of Biochemical Systems with PORGY.- Using rxncon to Develop Rule-Based Models.- Efficiently Encoding Complex Biochemical Models with the Multistate Model Builder (MSMB).- Multi-Level Modeling and Simulation of Cellular Systems: An Introduction to ML-Rules.- Using Python for Spatially Resolved Modeling with Simmune.- Rule-Based Modeling using Wildcards in the Smoldyn Simulator.- MCell-R: A Particle-Resolution Network-Free Spatial Modeling Framework.- Spatial Rule-Based Simulations: the SRSim Software.- CellOrganizer: Learning and Using Cell Geometries for Spatial Cell Simulations.- Using Mechanistic Models for Analysis of Proteomic Data.- Annotations for Rule-Based Models.- Markov Chain Aggregation and Its Application to Rule-Based Modelling.- In Silico Evolution of Signaling Networks Using Rule-Based Models: Bistable Response Dynamics.- Recipes for Analysis of Molecular Networks Using the Data2Dynamics Modeling Environment.- RKappa: Software for Analyzing Rule-Based Models.- A Step-by-Step Guide to Using BioNetFit. 

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