Networks of Networks in Biology

Networks of Networks in Biology
Author: Narsis A. Kiani
Publisher: Cambridge University Press
Total Pages: 215
Release: 2021-04
Genre: Computers
ISBN: 1108428878

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Introduces network inspired approaches for the analysis and integration of large, heterogeneous data sets in the life sciences.

Fundamentals Of Network Biology

Fundamentals Of Network Biology
Author: Wenjun Zhang
Publisher: World Scientific
Total Pages: 568
Release: 2018-05-18
Genre: Medical
ISBN: 1786345102

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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.

Introduction to Biological Networks

Introduction to Biological Networks
Author: Alpan Raval
Publisher: CRC Press
Total Pages: 329
Release: 2016-04-19
Genre: Computers
ISBN: 1420010360

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The new research area of genomics-inspired network biology lacks an introductory book that enables both physical/computational scientists and biologists to obtain a general yet sufficiently rigorous perspective of current thinking. Filling this gap, Introduction to Biological Networks provides a thorough introduction to genomics-inspired network bi

Biological Network Analysis

Biological Network Analysis
Author: Pietro Hiram Guzzi
Publisher: Elsevier
Total Pages: 212
Release: 2020-05-11
Genre: Science
ISBN: 0128193514

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Biological Network Analysis: Trends, Approaches, Graph Theory, and Algorithms considers three major biological networks, including Gene Regulatory Networks (GRN), Protein-Protein Interaction Networks (PPIN), and Human Brain Connectomes. The book's authors discuss various graph theoretic and data analytics approaches used to analyze these networks with respect to available tools, technologies, standards, algorithms and databases for generating, representing and analyzing graphical data. As a wide variety of algorithms have been developed to analyze and compare networks, this book is a timely resource. Presents recent advances in biological network analysis, combining Graph Theory, Graph Analysis, and various network models Discusses three major biological networks, including Gene Regulatory Networks (GRN), Protein-Protein Interaction Networks (PPIN) and Human Brain Connectomes Includes a discussion of various graph theoretic and data analytics approaches

Networks in Systems Biology

Networks in Systems Biology
Author: Fabricio Alves Barbosa da Silva
Publisher: Springer Nature
Total Pages: 381
Release: 2020-10-03
Genre: Computers
ISBN: 3030518620

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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.

Systems Biology for Signaling Networks

Systems Biology for Signaling Networks
Author: Sangdun Choi
Publisher: Springer Science & Business Media
Total Pages: 900
Release: 2010-08-09
Genre: Science
ISBN: 1441957979

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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.

Weighted Network Analysis

Weighted Network Analysis
Author: Steve Horvath
Publisher: Springer Science & Business Media
Total Pages: 433
Release: 2011-04-30
Genre: Science
ISBN: 144198819X

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High-throughput measurements of gene expression and genetic marker data facilitate systems biologic and systems genetic data analysis strategies. Gene co-expression networks have been used to study a variety of biological systems, bridging the gap from individual genes to biologically or clinically important emergent phenotypes.

Analyzing Network Data in Biology and Medicine

Analyzing Network Data in Biology and Medicine
Author: Nataša Pržulj
Publisher: Cambridge University Press
Total Pages: 647
Release: 2019-03-28
Genre: Language Arts & Disciplines
ISBN: 1108432239

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Introduces biological concepts and biotechnologies producing the data, graph and network theory, cluster analysis and machine learning, using real-world biological and medical examples.

Networks in Cell Biology

Networks in Cell Biology
Author: Mark Buchanan
Publisher: Cambridge University Press
Total Pages: 282
Release: 2010-05-13
Genre: Science
ISBN: 0521882737

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Key introductory text for graduate students and researchers in physics, biology and biochemistry.

Biomolecular Networks

Biomolecular Networks
Author: Luonan Chen
Publisher: John Wiley & Sons
Total Pages: 416
Release: 2009-06-29
Genre: Computers
ISBN: 9780470488058

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Alternative techniques and tools for analyzing biomolecular networks With the recent rapid advances in molecular biology, high-throughput experimental methods have resulted in enormous amounts of data that can be used to study biomolecular networks in living organisms. With this development has come recognition of the fact that a complicated living organism cannot be fully understood by merely analyzing individual components. Rather, it is the interactions of components or biomolecular networks that are ultimately responsible for an organism's form and function. This book addresses the important need for a new set of computational tools to reveal essential biological mechanisms from a systems biology approach. Readers will get comprehensive coverage of analyzing biomolecular networks in cellular systems based on available experimental data with an emphasis on the aspects of network, system, integration, and engineering. Each topic is treated in depth with specific biological problems and novel computational methods: GENE NETWORKS—Transcriptional regulation; reconstruction of gene regulatory networks; and inference of transcriptional regulatory networks PROTEIN INTERACTION NETWORKS—Prediction of protein-protein interactions; topological structure of biomolecular networks; alignment of biomolecular networks; and network-based prediction of protein function METABOLIC NETWORKS AND SIGNALING NETWORKS—Analysis, reconstruction, and applications of metabolic networks; modeling and inference of signaling networks; and other topics and new trends In addition to theoretical results and methods, many computational software tools are referenced and available from the authors' Web sites. Biomolecular Networks is an indispensable reference for researchers and graduate students in bioinformatics, computational biology, systems biology, computer science, and applied mathematics.