Methods in cell biology. Volume 110, Computational methods in cell biology / edited by Anand R. Asthagiri and Adam P. Arkin.

Format:

Book

Contributor:

Asthagiri, Anand R., 1974-

Arkin, Adam, 1966-

Series:

Methods in cell biology ; v. 110.

Methods in cell biology ; v. 110

Language:

English

Subjects (All):

Cytology--Computer simulation.

Cytology.

Cytology--Data processing.

Physical Description:

1 online resource (427 p.)

Place of Publication:

Amsterdam : Elsevier/Academic Press, c2012.

Language Note:

English

Summary:

Computational methods are playing an ever increasing role in cell biology. This volume of Methods in Cell Biology focuses on Computational Methods in Cell Biology and consists of two parts: (1) data extraction and analysis to distill models and mechanisms, and (2) developing and simulating models to make predictions and testable hypotheses. Focuses on computational methods in cell biologySplit into 2 parts--data extraction and analysis to distill models and mechanisms, and developing and simulating models to make predictions and testable hypothesesEmph

Contents:

Front Cover; Methods in Cell Biology Volume 110; Copyright; Contents; Contributors; Preface; Chapter 1 - Principles of Model Building: An Experimentation-Aided Approach to Development of Models for Signaling Networks; Chapter 2 - Integrated Inference and Analysis of Regulatory Networks from Multi-Level Measurements; Chapter 3 - Swimming Upstream: Identifying Proteomic Signals that Drive Transcriptional Changes using the Interactome and Multiple""-Omics"" Dataset s; Chapter 4 - A Framework for Modeling the Relationship Between Cellular Steady-state and Stimulus-responsiveness

Chapter 5 - Stochastic Modeling of Cellular NetworksChapter 6 - Quantifying Traction Stresses in Adherent Cells; Chapter 7 - CellOrganizer: Image-Derived Models of Subcellular Organization and Protein Distribution; Chapter 8 - Spatial Modeling of Cell Signaling Networks; Chapter 9 - Stochastic Models of Cell Protrusion Arising From Spatiotemporal Signaling and Adhesion Dynamics; Chapter 10 - Nonparametric Variable Selection and Modeling for Spatial and Temporal Regulatory Networks

Chapter 11 - Quantitative Models of the Mechanisms that Control Genome-Wide Patterns of Animal Transcription Factor BindingChapter 12 - Computational Analysis of Live Cell Images of the Arabidopsis thaliana Plant; Chapter 13 - Multi-Scale Modeling of Tissues Using CompuCell3D; Chapter 14 - Multiscale Model of Fibrin Accumulation on the Blood Clot Surface and Platelet Dynamics; Index; Volumes In series

Notes:

Description based upon print version of record.

Includes bibliographical references and index.

ISBN:

9786613611024

9781280581243

1280581247

9780123884213

0123884217

OCLC:

792684999