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Author: Mark Buchanan
Publisher: Cambridge University Press
Published: 2010-05-13
Total Pages: 282
ISBN-13: 0521882737
DOWNLOAD EBOOK →Key introductory text for graduate students and researchers in physics, biology and biochemistry.
Author: Narsis A. Kiani
Publisher: Cambridge University Press
Published: 2021-04
Total Pages: 215
ISBN-13: 1108428878
DOWNLOAD EBOOK →Introduces network inspired approaches for the analysis and integration of large, heterogeneous data sets in the life sciences.
Author: Bruce Alberts
Publisher:
Published: 2002
Total Pages: 0
ISBN-13: 9780815332183
DOWNLOAD EBOOK →Author: Sangdun Choi
Publisher: Springer Science & Business Media
Published: 2010-08-09
Total Pages: 900
ISBN-13: 1441957979
DOWNLOAD EBOOK →System Biology encompasses the knowledge from diverse fields such as Molecular Biology, Immunology, Genetics, Computational Biology, Mathematical Biology, etc. not only to address key questions that are not answerable by individual fields alone, but also to help in our understanding of the complexities of biological systems. Whole genome expression studies have provided us the means of studying the expression of thousands of genes under a particular condition and this technique had been widely used to find out the role of key macromolecules that are involved in biological signaling pathways. However, making sense of the underlying complexity is only possible if we interconnect various signaling pathways into human and computer readable network maps. These maps can then be used to classify and study individual components involved in a particular phenomenon. Apart from transcriptomics, several individual gene studies have resulted in adding to our knowledge of key components that are involved in a signaling pathway. It therefore becomes imperative to take into account of these studies also, while constructing our network maps to highlight the interconnectedness of the entire signaling pathways and the role of that particular individual protein in the pathway. This collection of articles will contain a collection of pioneering work done by scientists working in regulatory signaling networks and the use of large scale gene expression and omics data. The distinctive features of this book would be: Act a single source of information to understand the various components of different signaling network (roadmap of biochemical pathways, the nature of a molecule of interest in a particular pathway, etc.), Serve as a platform to highlight the key findings in this highly volatile and evolving field, and Provide answers to various techniques both related to microarray and cell signaling to the readers.
Author: Miguel A. Aon
Publisher: Springer Science & Business Media
Published: 2013-10-22
Total Pages: 375
ISBN-13: 3642385052
DOWNLOAD EBOOK →Systems Biology represents a new paradigm aiming at a whole-organism-level understanding of biological phenomena, emphasizing interconnections and functional interrelationships rather than component parts. The study of network properties, and how they control and regulate behavior from the cellular to organism level, constitutes a main focus of Systems Biology. This book addresses from a novel perspective a major unsolved biological problem: understanding how a cell works and what goes wrong in pathology. The task undertaken by the authors is in equal parts conceptual and methodological, integrative and analytical, experimental and theoretical, qualitative and quantitative, didactic and comprehensive. Essentially, they unravel the spatio-temporal unfolding of interacting mass-energy and information networks at the cellular and organ levels, as well as its modulation through activation or repression by signaling networks to produce a certain phenotype or (patho)physiological response. Starting with the historical roots, in thirteen chapters this work explores the Systems Biology of signaling networks, cellular structures and fluxes, organ and microorganism functions. In doing so, it establishes the basis of a 21st century approach to biological complexity.
Author: Zhang Wenjun
Publisher: World Scientific
Published: 2018-05-16
Total Pages: 568
ISBN-13: 1786345102
DOWNLOAD EBOOK →As the first comprehensive title on network biology, this book covers a wide range of subjects including scientific fundamentals (graphs, networks, etc) of network biology, construction and analysis of biological networks, methods for identifying crucial nodes in biological networks, link prediction, flow analysis, network dynamics, evolution, simulation and control, ecological networks, social networks, molecular and cellular networks, network pharmacology and network toxicology, big data analytics, and more. Across 12 parts and 26 chapters, with Matlab codes provided for most models and algorithms, this self-contained title provides an in-depth and complete insight on network biology. It is a valuable read for high-level undergraduates and postgraduates in the areas of biology, ecology, environmental sciences, medical science, computational science, applied mathematics, and social science. Contents: Mathematical Fundamentals: Fundamentals of Graph TheoryGraph AlgorithmsFundamentals of Network TheoryOther FundamentalsCrucial Nodes/Subnetworks/Modules, Network Types, and Structural Comparison: Identification of Crucial Nodes and Subnetworks/ModulesDetection of Network TypesComparison of Network StructureNetwork Dynamics, Evolution, Simulation and Control: Network DynamicsNetwork Robustness and Sensitivity AnalysisNetwork ControlNetwork EvolutionCellular AutomataSelf-OrganizationAgent-based ModelingFlow Analysis: Flow/Flux AnalysisLink and Node Prediction: Link Prediction: Sampling-based MethodsLink Prediction: Structure- and Perturbation-based MethodsLink Prediction: Node-Similarity-based MethodsNode PredictionNetwork Construction: Construction of Biological NetworksPharmacological and Toxicological Networks: Network Pharmacology and ToxicologyEcological Networks: Food WebsMicroscopic Networks: Molecular and Cellular NetworksSocial Networks: Social Network AnalysisSoftware: Software for Network AnalysisBig Data Analytics: Big Data Analytics for Network Biology Readership: Advanced undergraduates and graduate students and researchers in biology, ecology, pharmacology, applied mathematics, computational science, etc. Keywords: Network Biology;Network Analysis;Food Webs;Molecular Networks;Social Networks;Network Pharmacology;Link Prediction;Network Dynamics;Big Data Analytics;Software;Models;Algorithms;Nodes;LinksReview:0
Author: Fabricio Alves Barbosa da Silva
Publisher: Springer Nature
Published: 2020-10-03
Total Pages: 381
ISBN-13: 3030518620
DOWNLOAD EBOOK →This book presents a range of current research topics in biological network modeling, as well as its application in studies on human hosts, pathogens, and diseases. Systems biology is a rapidly expanding field that involves the study of biological systems through the mathematical modeling and analysis of large volumes of biological data. Gathering contributions from renowned experts in the field, some of the topics discussed in depth here include networks in systems biology, the computational modeling of multidrug-resistant bacteria, and systems biology of cancer. Given its scope, the book is intended for researchers, advanced students, and practitioners of systems biology. The chapters are research-oriented, and present some of the latest findings on their respective topics.
Author:
Publisher: Academic Press
Published: 2012-05-31
Total Pages: 427
ISBN-13: 0123884217
DOWNLOAD EBOOK →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 biology Split into 2 parts--data extraction and analysis to distill models and mechanisms, and developing and simulating models to make predictions and testable hypotheses Emphasizes the intimate and necessary connection with interpreting experimental data and proposing the next hypothesis and experiment
Author:
Publisher: Academic Press
Published: 2021-04-02
Total Pages: 314
ISBN-13: 0128145900
DOWNLOAD EBOOK →Current Topics in Developmental Biology, Volume 143, the latest release in this acclaimed series, highlights new advances in the field, with this new volume presenting new sections on Building a ciliated epithelium: Transcriptional regulation and radial intercalation of multiciliated cells, Biomechanics of Amphibian Morphogenesis, Planar cell polarity during neural tube closure, Left-right asymmetry research in Xenopus: Questions solved and new frontiers, Xenopus neural crest and its relevance to human disease, Endoderm organogenesis, From egg to embryo in marsupial frogs, Evo-devo lessons from the analysis of Xenopus genomes, Transcriptional regulation during zygotic genome activation, and much more. Provides the authority and expertise of leading contributors from an international board of authors Presents the latest release in the Current Topics in Developmental Biology series
Author: James M. Bower
Publisher: MIT Press
Published: 2001
Total Pages: 386
ISBN-13: 9780262524230
DOWNLOAD EBOOK →How new modeling techniques can be used to explore functionally relevant molecular and cellular relationships.
