Computational Modeling of Gene Regulatory Networks

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Author :
Publisher : Imperial College Press
ISBN 13 : 1848162200
Total Pages : 341 pages
Book Rating : 4.8/5 (481 download)

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Book Synopsis Computational Modeling of Gene Regulatory Networks by : Hamid Bolouri

Download or read book Computational Modeling of Gene Regulatory Networks written by Hamid Bolouri and published by Imperial College Press. This book was released on 2008 with total page 341 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book serves as an introduction to the myriad computational approaches to gene regulatory modeling and analysis, and is written specifically with experimental biologists in mind. Mathematical jargon is avoided and explanations are given in intuitive terms. In cases where equations are unavoidable, they are derived from first principles or, at the very least, an intuitive description is provided. Extensive examples and a large number of model descriptions are provided for use in both classroom exercises as well as self-guided exploration and learning. As such, the book is ideal for self-learning and also as the basis of a semester-long course for undergraduate and graduate students in molecular biology, bioengineering, genome sciences, or systems biology.

Handbook of Research on Computational Methodologies in Gene Regulatory Networks

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Author :
Publisher : IGI Global
ISBN 13 : 1605666866
Total Pages : 740 pages
Book Rating : 4.6/5 (56 download)

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Book Synopsis Handbook of Research on Computational Methodologies in Gene Regulatory Networks by : Das, Sanjoy

Download or read book Handbook of Research on Computational Methodologies in Gene Regulatory Networks written by Das, Sanjoy and published by IGI Global. This book was released on 2009-10-31 with total page 740 pages. Available in PDF, EPUB and Kindle. Book excerpt: "This book focuses on methods widely used in modeling gene networks including structure discovery, learning, and optimization"--Provided by publisher.

Evolutionary Computation in Gene Regulatory Network Research

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Author :
Publisher : John Wiley & Sons
ISBN 13 : 1119079780
Total Pages : 464 pages
Book Rating : 4.1/5 (19 download)

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Book Synopsis Evolutionary Computation in Gene Regulatory Network Research by : Hitoshi Iba

Download or read book Evolutionary Computation in Gene Regulatory Network Research written by Hitoshi Iba and published by John Wiley & Sons. This book was released on 2016-01-21 with total page 464 pages. Available in PDF, EPUB and Kindle. Book excerpt: Introducing a handbook for gene regulatory network research using evolutionary computation, with applications for computer scientists, computational and system biologists This book is a step-by-step guideline for research in gene regulatory networks (GRN) using evolutionary computation (EC). The book is organized into four parts that deliver materials in a way equally attractive for a reader with training in computation or biology. Each of these sections, authored by well-known researchers and experienced practitioners, provides the relevant materials for the interested readers. The first part of this book contains an introductory background to the field. The second part presents the EC approaches for analysis and reconstruction of GRN from gene expression data. The third part of this book covers the contemporary advancements in the automatic construction of gene regulatory and reaction networks and gives direction and guidelines for future research. Finally, the last part of this book focuses on applications of GRNs with EC in other fields, such as design, engineering and robotics. • Provides a reference for current and future research in gene regulatory networks (GRN) using evolutionary computation (EC) • Covers sub-domains of GRN research using EC, such as expression profile analysis, reverse engineering, GRN evolution, applications • Contains useful contents for courses in gene regulatory networks, systems biology, computational biology, and synthetic biology • Delivers state-of-the-art research in genetic algorithms, genetic programming, and swarm intelligence Evolutionary Computation in Gene Regulatory Network Research is a reference for researchers and professionals in computer science, systems biology, and bioinformatics, as well as upper undergraduate, graduate, and postgraduate students. Hitoshi Iba is a Professor in the Department of Information and Communication Engineering, Graduate School of Information Science and Technology, at the University of Tokyo, Toyko, Japan. He is an Associate Editor of the IEEE Transactions on Evolutionary Computation and the journal of Genetic Programming and Evolvable Machines. Nasimul Noman is a lecturer in the School of Electrical Engineering and Computer Science at the University of Newcastle, NSW, Australia. From 2002 to 2012 he was a faculty member at the University of Dhaka, Bangladesh. Noman is an Editor of the BioMed Research International journal. His research interests include computational biology, synthetic biology, and bioinformatics.

Emerging Research in the Analysis and Modeling of Gene Regulatory Networks

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Author :
Publisher : IGI Global
ISBN 13 : 1522503544
Total Pages : 418 pages
Book Rating : 4.5/5 (225 download)

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Book Synopsis Emerging Research in the Analysis and Modeling of Gene Regulatory Networks by : Ivanov, Ivan V.

Download or read book Emerging Research in the Analysis and Modeling of Gene Regulatory Networks written by Ivanov, Ivan V. and published by IGI Global. This book was released on 2016-06-06 with total page 418 pages. Available in PDF, EPUB and Kindle. Book excerpt: While technological advancements have been critical in allowing researchers to obtain more and better quality data about cellular processes and signals, the design and practical application of computational models of genomic regulation continues to be a challenge. Emerging Research in the Analysis and Modeling of Gene Regulatory Networks presents a compilation of recent and emerging research topics addressing the design and use of technology in the study and simulation of genomic regulation. Exploring both theoretical and practical topics, this publication is an essential reference source for students, professionals, and researchers working in the fields of genomics, molecular biology, bioinformatics, and drug development.

Computational Modeling of Genetic and Biochemical Networks

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Author :
Publisher : MIT Press
ISBN 13 : 9780262524230
Total Pages : 386 pages
Book Rating : 4.5/5 (242 download)

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Book Synopsis Computational Modeling of Genetic and Biochemical Networks by : James M. Bower

Download or read book Computational Modeling of Genetic and Biochemical Networks written by James M. Bower and published by MIT Press. This book was released on 2001 with total page 386 pages. Available in PDF, EPUB and Kindle. Book excerpt: How new modeling techniques can be used to explore functionally relevant molecular and cellular relationships.

Analysis of Deterministic Cyclic Gene Regulatory Network Models with Delays

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Author :
Publisher : Birkhäuser
ISBN 13 : 3319156063
Total Pages : 94 pages
Book Rating : 4.3/5 (191 download)

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Book Synopsis Analysis of Deterministic Cyclic Gene Regulatory Network Models with Delays by : Mehmet Eren Ahsen

Download or read book Analysis of Deterministic Cyclic Gene Regulatory Network Models with Delays written by Mehmet Eren Ahsen and published by Birkhäuser. This book was released on 2015-02-25 with total page 94 pages. Available in PDF, EPUB and Kindle. Book excerpt: This brief examines a deterministic, ODE-based model for gene regulatory networks (GRN) that incorporates nonlinearities and time-delayed feedback. An introductory chapter provides some insights into molecular biology and GRNs. The mathematical tools necessary for studying the GRN model are then reviewed, in particular Hill functions and Schwarzian derivatives. One chapter is devoted to the analysis of GRNs under negative feedback with time delays and a special case of a homogenous GRN is considered. Asymptotic stability analysis of GRNs under positive feedback is then considered in a separate chapter, in which conditions leading to bi-stability are derived. Graduate and advanced undergraduate students and researchers in control engineering, applied mathematics, systems biology and synthetic biology will find this brief to be a clear and concise introduction to the modeling and analysis of GRNs.

Probabilistic Boolean Networks

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Author :
Publisher : SIAM
ISBN 13 : 0898717639
Total Pages : 277 pages
Book Rating : 4.8/5 (987 download)

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Book Synopsis Probabilistic Boolean Networks by : Ilya Shmulevich

Download or read book Probabilistic Boolean Networks written by Ilya Shmulevich and published by SIAM. This book was released on 2010-01-01 with total page 277 pages. Available in PDF, EPUB and Kindle. Book excerpt: This is the first comprehensive treatment of probabilistic Boolean networks (PBNs), an important model class for studying genetic regulatory networks. This book covers basic model properties, including the relationships between network structure and dynamics, steady-state analysis, and relationships to other model classes." "Researchers in mathematics, computer science, and engineering are exposed to important applications in systems biology and presented with ample opportunities for developing new approaches and methods. The book is also appropriate for advanced undergraduates, graduate students, and scientists working in the fields of computational biology, genomic signal processing, control and systems theory, and computer science.

Networks in Systems Biology

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Publisher : Springer Nature
ISBN 13 : 3030518620
Total Pages : 381 pages
Book Rating : 4.0/5 (35 download)

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Book Synopsis Networks in Systems Biology by : Fabricio Alves Barbosa da Silva

Download or read book Networks in Systems Biology written by Fabricio Alves Barbosa da Silva and published by Springer Nature. This book was released on 2020-10-03 with total page 381 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Computational Systems Biology

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Publisher : Elsevier Inc. Chapters
ISBN 13 : 0128070129
Total Pages : 548 pages
Book Rating : 4.1/5 (28 download)

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Book Synopsis Computational Systems Biology by : Reinhard Laubenbacher

Download or read book Computational Systems Biology written by Reinhard Laubenbacher and published by Elsevier Inc. Chapters. This book was released on 2013-11-26 with total page 548 pages. Available in PDF, EPUB and Kindle. Book excerpt: Mathematical and statistical network modeling is an important step toward uncovering the organizational principles and dynamic behavior of biological networks. This chapter focuses on methods to construct discrete dynamic models of gene regulatory networks from experimental data sets, also sometimes referred to as top-down modeling or reverse engineering. Time-discrete dynamical systems models have long been used in biology, particularly in population dynamics. The models mainly focused on here are also assumed to have a finite set of possible states for each variable. That is, the modeling framework discussed in this chapter is that of time-discrete dynamical systems over a finite state set.

Computational Genetic Regulatory Networks: Evolvable, Self-organizing Systems

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Author :
Publisher : Springer
ISBN 13 : 3642302963
Total Pages : 122 pages
Book Rating : 4.6/5 (423 download)

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Book Synopsis Computational Genetic Regulatory Networks: Evolvable, Self-organizing Systems by : Johannes F. Knabe

Download or read book Computational Genetic Regulatory Networks: Evolvable, Self-organizing Systems written by Johannes F. Knabe and published by Springer. This book was released on 2012-08-14 with total page 122 pages. Available in PDF, EPUB and Kindle. Book excerpt: Genetic Regulatory Networks (GRNs) in biological organisms are primary engines for cells to enact their engagements with environments, via incessant, continually active coupling. In differentiated multicellular organisms, tremendous complexity has arisen in the course of evolution of life on earth. Engineering and science have so far achieved no working system that can compare with this complexity, depth and scope of organization. Abstracting the dynamics of genetic regulatory control to a computational framework in which artificial GRNs in artificial simulated cells differentiate while connected in a changing topology, it is possible to apply Darwinian evolution in silico to study the capacity of such developmental/differentiated GRNs to evolve. In this volume an evolutionary GRN paradigm is investigated for its evolvability and robustness in models of biological clocks, in simple differentiated multicellularity, and in evolving artificial developing 'organisms' which grow and express an ontogeny starting from a single cell interacting with its environment, eventually including a changing local neighbourhood of other cells. These methods may help us understand the genesis, organization, adaptive plasticity, and evolvability of differentiated biological systems, and may also provide a paradigm for transferring these principles of biology's success to computational and engineering challenges at a scale not previously conceivable.

Modeling Transcriptional Regulation

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Author :
Publisher : Humana
ISBN 13 : 9781071615362
Total Pages : 307 pages
Book Rating : 4.6/5 (153 download)

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Book Synopsis Modeling Transcriptional Regulation by : SHAHID MUKHTAR

Download or read book Modeling Transcriptional Regulation written by SHAHID MUKHTAR and published by Humana. This book was released on 2022-07-27 with total page 307 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides methods and techniques used in construction of global transcriptional regulatory networks in diverse systems, various layers of gene regulation and mathematical as well as computational modeling of transcriptional gene regulation. Written in the highly successful Methods in Molecular Biology series format, chapters include introductions to their respective topics, lists of the necessary materials and reagents, step-by-step, readily reproducible laboratory protocols, and tips on troubleshooting and avoiding known pitfalls. Authoritative and cutting-edge, Modeling Transcriptional Regulation: Methods and Protocols aims to provide an in depth understanding of new techniques in transcriptional gene regulation for specialized audience.

Computational Modeling of Genetic and Biochemical Networks

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Publisher :
ISBN 13 :
Total Pages : pages
Book Rating : 4.:/5 (176 download)

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Book Synopsis Computational Modeling of Genetic and Biochemical Networks by : James M. Bower

Download or read book Computational Modeling of Genetic and Biochemical Networks written by James M. Bower and published by . This book was released on 2001 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:

Plant Gene Regulatory Networks

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Author :
Publisher : Springer Nature
ISBN 13 : 1071633546
Total Pages : 380 pages
Book Rating : 4.0/5 (716 download)

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Book Synopsis Plant Gene Regulatory Networks by : Kerstin Kaufmann

Download or read book Plant Gene Regulatory Networks written by Kerstin Kaufmann and published by Springer Nature. This book was released on with total page 380 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Gene Regulatory Networks

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Publisher : Humana Press
ISBN 13 : 9781617792939
Total Pages : 446 pages
Book Rating : 4.7/5 (929 download)

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Book Synopsis Gene Regulatory Networks by : Bart Deplancke

Download or read book Gene Regulatory Networks written by Bart Deplancke and published by Humana Press. This book was released on 2011-09-22 with total page 446 pages. Available in PDF, EPUB and Kindle. Book excerpt: Gene regulatory networks play a vital role in organismal development and function by controlling gene expression. With the availability of complete genome sequences, several novel experimental and computational approaches have recently been developed which promise to significantly enhance our ability to comprehensively characterize these regulatory networks by enabling the identification of respectively their genomic or regulatory state components, or the interactions between these two in unprecedented detail. Divided into five convenient sections, Gene Regulatory Networks: Methods and Protocols details how each of these approaches contributes to a more thorough understanding of the composition and function of gene regulatory networks, while providing a comprehensive protocol on how to implement them in the laboratory. Written in the highly successful Methods in Molecular BiologyTM series format, chapters contain introductions to their respective topics, lists of the necessary materials and reagents, step-by-step, readily reproducible laboratory protocols, and notes on troubleshooting and avoiding known pitfalls. Authoritative and accessible, Gene Regulatory Networks: Methods and Protocols aims to provide novices and experienced researchers alike with a comprehensive and timely toolkit to study gene regulatory networks from the point of data generation to processing, visualization, and modeling.

Transcription Factor Regulatory Networks

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Publisher : Springer Nature
ISBN 13 : 1071628151
Total Pages : 229 pages
Book Rating : 4.0/5 (716 download)

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Book Synopsis Transcription Factor Regulatory Networks by : Qi Song

Download or read book Transcription Factor Regulatory Networks written by Qi Song and published by Springer Nature. This book was released on 2022-10-20 with total page 229 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book covers various state-of-the-art techniques regarding the associations between transcription factors (TFs) and genes, with a focus on providing methodological and practical references for researchers. The contents cover diverse protocols and summaries of TFs including screening of TF-DNA interactions, detection of open chromatin regions, identification of epigenetic regulations, engineering TFs with genome editing tools, detection of transcriptional activities, computational analysis of TF networks, functions and druggabilities of TFs in biomedical research, and much more. Written for the highly successful Methods in Molecular Biology series, chapters feature the kind of detailed implementation advice from the experts to ensure successful research results. Authoritative and cutting-edge, Transcription Factor Regulatory Networks aims to benefit readers who are interested in using state-of-the-art techniques to study TFs and their myriad effects in cellular life.

Modeling and Analysis of Bio-molecular Networks

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Publisher : Springer Nature
ISBN 13 : 981159144X
Total Pages : 464 pages
Book Rating : 4.8/5 (115 download)

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Book Synopsis Modeling and Analysis of Bio-molecular Networks by : Jinhu Lü

Download or read book Modeling and Analysis of Bio-molecular Networks written by Jinhu Lü and published by Springer Nature. This book was released on 2020-12-06 with total page 464 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book addresses a number of questions from the perspective of complex systems: How can we quantitatively understand the life phenomena? How can we model life systems as complex bio-molecular networks? Are there any methods to clarify the relationships among the structures, dynamics and functions of bio-molecular networks? How can we statistically analyse large-scale bio-molecular networks? Focusing on the modeling and analysis of bio-molecular networks, the book presents various sophisticated mathematical and statistical approaches. The life system can be described using various levels of bio-molecular networks, including gene regulatory networks, and protein-protein interaction networks. It first provides an overview of approaches to reconstruct various bio-molecular networks, and then discusses the modeling and dynamical analysis of simple genetic circuits, coupled genetic circuits, middle-sized and large-scale biological networks, clarifying the relationships between the structures, dynamics and functions of the networks covered. In the context of large-scale bio-molecular networks, it introduces a number of statistical methods for exploring important bioinformatics applications, including the identification of significant bio-molecules for network medicine and genetic engineering. Lastly, the book describes various state-of-art statistical methods for analysing omics data generated by high-throughput sequencing. This book is a valuable resource for readers interested in applying systems biology, dynamical systems or complex networks to explore the truth of nature.

Computational Modeling Of Genetic And Biochemical Networks

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Author :
Publisher :
ISBN 13 : 9788180520518
Total Pages : 336 pages
Book Rating : 4.5/5 (25 download)

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Book Synopsis Computational Modeling Of Genetic And Biochemical Networks by : James M. Bower

Download or read book Computational Modeling Of Genetic And Biochemical Networks written by James M. Bower and published by . This book was released on 2004 with total page 336 pages. Available in PDF, EPUB and Kindle. Book excerpt: