An Introduction to Systems Biology

An Introduction to Systems Biology

It highlights simple, recurring circuit elements that make up the regulation of cells and tissues. Rigorously classroom-tested, this edition includes new chapters on exciting advances made in the last decade.

Author: Uri Alon

Publisher: CRC Press

ISBN: 9781000001327

Category: Mathematics

Page: 324

View: 229

Praise for the first edition: ... superb, beautifully written and organized work that takes an engineering approach to systems biology. Alon provides nicely written appendices to explain the basic mathematical and biological concepts clearly and succinctly without interfering with the main text. He starts with a mathematical description of transcriptional activation and then describes some basic transcription-network motifs (patterns) that can be combined to form larger networks. – Nature [This text deserves] serious attention from any quantitative scientist who hopes to learn about modern biology ... It assumes no prior knowledge of or even interest in biology ... One final aspect that must be mentioned is the wonderful set of exercises that accompany each chapter. ... Alon’s book should become a standard part of the training of graduate students. – Physics Today Written for students and researchers, the second edition of this best-selling textbook continues to offer a clear presentation of design principles that govern the structure and behavior of biological systems. It highlights simple, recurring circuit elements that make up the regulation of cells and tissues. Rigorously classroom-tested, this edition includes new chapters on exciting advances made in the last decade. Features: Includes seven new chapters The new edition has 189 exercises, the previous edition had 66 Offers new examples relevant to human physiology and disease
Categories: Mathematics

Introduction to Systems Biology

Introduction to Systems Biology

This book provides an introductory text for undergraduate and graduate students who are interested in comprehensive biological systems.

Author: Sangdun Choi

Publisher: Springer Science & Business Media

ISBN: 9781597455312

Category: Science

Page: 542

View: 810

This book provides an introductory text for undergraduate and graduate students who are interested in comprehensive biological systems. The authors offer a broad overview of the field using key examples and typical approaches to experimental design. The volume begins with an introduction to systems biology and then details experimental omics tools. Other sections introduce the reader to challenging computational approaches. The final sections provide ideas for theoretical and modeling optimization in systemic biological researches. The book is an indispensable resource, providing a first glimpse into the state-of-the-art in systems biology.
Categories: Science

A First Course in Systems Biology

A First Course in Systems Biology

New topics in this edition include: default modules for model design, limit cycles and chaos, parameter estimation in Excel, model representations of gene regulation through transcription factors, derivation of the Michaelis-Menten rate law ...

Author: Eberhard Voit

Publisher: Garland Science

ISBN: 9781351332941

Category: Computers

Page: 480

View: 784

A First Course in Systems Biology is an introduction for advanced undergraduate and graduate students to the growing field of systems biology. Its main focus is the development of computational models and their applications to diverse biological systems. The book begins with the fundamentals of modeling, then reviews features of the molecular inventories that bring biological systems to life and discusses case studies that represent some of the frontiers in systems biology and synthetic biology. In this way, it provides the reader with a comprehensive background and access to methods for executing standard systems biology tasks, understanding the modern literature, and launching into specialized courses or projects that address biological questions using theoretical and computational means. New topics in this edition include: default modules for model design, limit cycles and chaos, parameter estimation in Excel, model representations of gene regulation through transcription factors, derivation of the Michaelis-Menten rate law from the original conceptual model, different types of inhibition, hysteresis, a model of differentiation, system adaptation to persistent signals, nonlinear nullclines, PBPK models, and elementary modes. The format is a combination of instructional text and references to primary literature, complemented by sets of small-scale exercises that enable hands-on experience, and large-scale, often open-ended questions for further reflection.
Categories: Computers

Life An Introduction to Complex Systems Biology

Life  An Introduction to Complex Systems Biology

This book examines life not from the reductionist point of view, but rather asks the questions: what are the universal properties of living systems, and how can one construct from there a phenomenological theory of life that leads naturally ...

Author: Kunihiko Kaneko

Publisher: Springer

ISBN: 3642069150

Category: Science

Page: 374

View: 540

This book examines life not from the reductionist point of view, but rather asks the questions: what are the universal properties of living systems, and how can one construct from there a phenomenological theory of life that leads naturally to complex processes such as reproductive cellular systems, evolution and differentiation? The presentation is relatively non-technical to appeal to a broad spectrum of students and researchers.
Categories: Science

Mathematical Modeling in Systems Biology

Mathematical Modeling in Systems Biology

This book offers an introduction to mathematical concepts and techniques needed for the construction and interpretation of models in molecular systems biology.

Author: Brian P. Ingalls

Publisher: MIT Press

ISBN: 9780262018883

Category: Science

Page: 408

View: 656

An introduction to the mathematical concepts and techniques needed for the construction and analysis of models in molecular systems biology. Systems techniques are integral to current research in molecular cell biology, and system-level investigations are often accompanied by mathematical models. These models serve as working hypotheses: they help us to understand and predict the behavior of complex systems. This book offers an introduction to mathematical concepts and techniques needed for the construction and interpretation of models in molecular systems biology. It is accessible to upper-level undergraduate or graduate students in life science or engineering who have some familiarity with calculus, and will be a useful reference for researchers at all levels. The first four chapters cover the basics of mathematical modeling in molecular systems biology. The last four chapters address specific biological domains, treating modeling of metabolic networks, of signal transduction pathways, of gene regulatory networks, and of electrophysiology and neuronal action potentials. Chapters 3–8 end with optional sections that address more specialized modeling topics. Exercises, solvable with pen-and-paper calculations, appear throughout the text to encourage interaction with the mathematical techniques. More involved end-of-chapter problem sets require computational software. Appendixes provide a review of basic concepts of molecular biology, additional mathematical background material, and tutorials for two computational software packages (XPPAUT and MATLAB) that can be used for model simulation and analysis.
Categories: Science

An Introduction to Systems Biology

An Introduction to Systems Biology

In parallel, the principles that appeared in the first edition have been refined and applied to many more systems. Thus, every old chapter is extensively ...

Author: Uri Alon

Publisher: CRC Press

ISBN: 9781000008166

Category: Mathematics

Page: 324

View: 294

Praise for the first edition: ... superb, beautifully written and organized work that takes an engineering approach to systems biology. Alon provides nicely written appendices to explain the basic mathematical and biological concepts clearly and succinctly without interfering with the main text. He starts with a mathematical description of transcriptional activation and then describes some basic transcription-network motifs (patterns) that can be combined to form larger networks. – Nature [This text deserves] serious attention from any quantitative scientist who hopes to learn about modern biology ... It assumes no prior knowledge of or even interest in biology ... One final aspect that must be mentioned is the wonderful set of exercises that accompany each chapter. ... Alon’s book should become a standard part of the training of graduate students. – Physics Today Written for students and researchers, the second edition of this best-selling textbook continues to offer a clear presentation of design principles that govern the structure and behavior of biological systems. It highlights simple, recurring circuit elements that make up the regulation of cells and tissues. Rigorously classroom-tested, this edition includes new chapters on exciting advances made in the last decade. Features: Includes seven new chapters The new edition has 189 exercises, the previous edition had 66 Offers new examples relevant to human physiology and disease
Categories: Mathematics

Systems Biology Introduction to Pathway Modeling

Systems Biology  Introduction to Pathway Modeling

This is revision 1.17 (April 2020) and includes reworded chapters on model fitting including a completely new chapter on Bayesian Infernece.

Author: Herbert Sauro

Publisher: Future Skill Software

ISBN: 0982477376

Category: Biological systems

Page: 416

View: 605

Computer models of biochemical systems are starting to play an increasingly important role in modern systems and synthetic biology. This monograph introduces students to some of the essential topics in biochemical modeling using differential equations and stochastic models. The book includes many hands-on modeling exercises using Python and examples that illustrate many important concepts, including the stoichiometric networks, building models, running simulations, model fitting, stability of systems and multicompartment systems.
Categories: Biological systems

An Introduction to Computational Systems Biology

An Introduction to Computational Systems Biology

This book delivers a comprehensive and insightful account of applying mathematical modelling approaches to very large biological systems and networks—a fundamental aspect of computational systems biology.

Author: Karthik Raman

Publisher: CRC Press

ISBN: 9780429944529

Category: Computers

Page: 358

View: 959

This book delivers a comprehensive and insightful account of applying mathematical modelling approaches to very large biological systems and networks—a fundamental aspect of computational systems biology. The book covers key modelling paradigms in detail, while at the same time retaining a simplicity that will appeal to those from less quantitative fields. Key Features: A hands-on approach to modelling Covers a broad spectrum of modelling, from static networks to dynamic models and constraint-based models Thoughtful exercises to test and enable understanding of concepts State-of-the-art chapters on exciting new developments, like community modelling and biological circuit design Emphasis on coding and software tools for systems biology Companion website featuring lecture videos, figure slides, codes, supplementary exercises, further reading, and appendices: https://ramanlab.github.io/SysBioBook/ An Introduction to Computational Systems Biology: Systems-Level Modelling of Cellular Networks is highly multi-disciplinary and will appeal to biologists, engineers, computer scientists, mathematicians and others.
Categories: Computers

Systems Biology and Bioinformatics

Systems Biology and Bioinformatics

The book then reviews the basic principles of molecular and cell biology using a system-oriented approach, with a brief description of the high-throughput biological experiments that produce databases.

Author: Kayvan Najarian

Publisher: CRC Press

ISBN: STANFORD:36105124185088

Category: Medical

Page: 166

View: 932

The availability of molecular imaging and measurement systems enables today’s biologists to swiftly monitor thousands of genes involved in a host of diseases, a critical factor in specialized drug development. Systems Biology and Bioinformatics: A Computational Approach provides students with a comprehensive collection of the computational methods used in what is being coined the digital era of biology. Written by field experts with proven track records, this authoritative textbook first provides an introduction to systems biology and its impact on biology and medicine. The book then reviews the basic principles of molecular and cell biology using a system-oriented approach, with a brief description of the high-throughput biological experiments that produce databases. The text includes techniques to discover genes, perform nucleotide and amino acid sequence matching, and estimate static gene dynamic pathways. The book also explains how to use system-oriented models to predict the behavior of biological systems for important applications such as rational drug design. The numerous examples and problem sets allow students to confidently explore practical systems biology applications using real examples with real biological data, making Systems Biology and Bioinformatics: A Computational Approach an ideal text for senior undergraduate and first-year graduate students.
Categories: Medical

Systems Biology a Very Short Introduction

Systems Biology  a Very Short Introduction

ABOUT THE SERIES: The Very Short Introductions series from Oxford University Press contains hundreds of titles in almost every subject area. These pocket-sized books are the perfect way to get ahead in a new subject quickly.

Author: Eberhard O. Voit

Publisher: Oxford University Press, USA

ISBN: 9780198828372

Category: Science

Page: 160

View: 191

Systems biology came about as growing numbers of engineers and scientists from other fields created algorithms which supported the analysis of biological data in incredible quantities. Whereas biologists of the past had been forced to study one item or aspect at a time, due to technical and biological limitations, it suddenly became possible to study biological phenomena within their natural contexts. This interdisciplinary field offers a holistic approach to interpreting these processes, and has been responsible for some of the most important developments in the science of human health and environmental sustainability. This Very Short Introduction outlines the exciting processes and possibilities in the new field of systems biology. Eberhard O. Voit describes how it enabled us to learn how intricately the expression of every gene is controlled, how signaling systems keep organisms running smoothly, and how complicated even the simplest cells are. He explores what this field is about, why it is needed, and how it will affect our understanding of life, particularly in the areas of personalized medicine, drug development, food and energy production, and sustainable stewardship of our environments. Throughout he considers how new tools are being provided from the fields of mathematics, computer science, engineering, physics, and chemistry to grasp the complexity of the countless interacting processes in cells which would overwhelm the cognitive and analytical capabilities of the human mind. ABOUT THE SERIES: The Very Short Introductions series from Oxford University Press contains hundreds of titles in almost every subject area. These pocket-sized books are the perfect way to get ahead in a new subject quickly. Our expert authors combine facts, analysis, perspective, new ideas, and enthusiasm to make interesting and challenging topics highly readable.
Categories: Science

Modeling in Systems Biology

Modeling in Systems Biology

This unique guide to the modeling of biochemical systems using Petri net concepts will be of real utility to researchers and students of computational biology, systems biology, bioinformatics, computer science, and biochemistry.

Author: Ina Koch

Publisher: Springer

ISBN: 1447125983

Category: Computers

Page: 364

View: 772

The emerging, multi-disciplinary field of systems biology is devoted to the study of the relationships between various parts of a biological system, and computer modeling plays a vital role in the drive to understand the processes of life from an holistic viewpoint. Advancements in experimental technologies in biology and medicine have generated an enormous amount of biological data on the dependencies and interactions of many different molecular cell processes, fueling the development of numerous computational methods for exploring this data. The mathematical formalism of Petri net theory is able to encompass many of these techniques. This essential text/reference presents a comprehensive overview of cutting-edge research in applications of Petri nets in systems biology, with contributions from an international selection of experts. Those unfamiliar with the field are also provided with a general introduction to systems biology, the foundations of biochemistry, and the basics of Petri net theory. Further chapters address Petri net modeling techniques for building and analyzing biological models, as well as network prediction approaches, before reviewing the applications to networks of different biological classification. Topics and features: investigates the modular, qualitative modeling of regulatory networks using Petri nets, and examines an Hybrid Functional Petri net simulation case study; contains a glossary of the concepts and notation used in the book, in addition to exercises at the end of each chapter; covers the topological analysis of metabolic and regulatory networks, the analysis of models of signaling networks, and the prediction of network structure; provides a biological case study on the conversion of logical networks into Petri nets; discusses discrete modeling, stochastic modeling, fuzzy modeling, dynamic pathway modeling, genetic regulatory network modeling, and quantitative analysis techniques; includes a Foreword by Professor Jens Reich, Professor of Bioinformatics at Humboldt University and Max Delbrück Center for Molecular Medicine in Berlin. This unique guide to the modeling of biochemical systems using Petri net concepts will be of real utility to researchers and students of computational biology, systems biology, bioinformatics, computer science, and biochemistry.
Categories: Computers

Systems Biology

Systems Biology

This book is an introduction to control in biochemical pathways.

Author: Herbert Sauro

Publisher:

ISBN: 0982477368

Category: Science

Page: 278

View: 308

This book is an introduction to control in biochemical pathways. Itintroduces students to some of the most important concepts in modern metabolic control principles. It covers the basics of metabolic controlanalysis that helps us think about how biochemical networks operate. The book should be suitable for undergraduates in their early (Junior, USA, second year UK) to mid years at college.
Categories: Science

Modeling in Systems Biology

Modeling in Systems Biology

This unique guide to the modeling of biochemical systems using Petri net concepts will be of real utility to researchers and students of computational biology, systems biology, bioinformatics, computer science, and biochemistry.

Author: Ina Koch

Publisher: Springer Science & Business Media

ISBN: 1849964742

Category: Computers

Page: 364

View: 986

The emerging, multi-disciplinary field of systems biology is devoted to the study of the relationships between various parts of a biological system, and computer modeling plays a vital role in the drive to understand the processes of life from an holistic viewpoint. Advancements in experimental technologies in biology and medicine have generated an enormous amount of biological data on the dependencies and interactions of many different molecular cell processes, fueling the development of numerous computational methods for exploring this data. The mathematical formalism of Petri net theory is able to encompass many of these techniques. This essential text/reference presents a comprehensive overview of cutting-edge research in applications of Petri nets in systems biology, with contributions from an international selection of experts. Those unfamiliar with the field are also provided with a general introduction to systems biology, the foundations of biochemistry, and the basics of Petri net theory. Further chapters address Petri net modeling techniques for building and analyzing biological models, as well as network prediction approaches, before reviewing the applications to networks of different biological classification. Topics and features: investigates the modular, qualitative modeling of regulatory networks using Petri nets, and examines an Hybrid Functional Petri net simulation case study; contains a glossary of the concepts and notation used in the book, in addition to exercises at the end of each chapter; covers the topological analysis of metabolic and regulatory networks, the analysis of models of signaling networks, and the prediction of network structure; provides a biological case study on the conversion of logical networks into Petri nets; discusses discrete modeling, stochastic modeling, fuzzy modeling, dynamic pathway modeling, genetic regulatory network modeling, and quantitative analysis techniques; includes a Foreword by Professor Jens Reich, Professor of Bioinformatics at Humboldt University and Max Delbrück Center for Molecular Medicine in Berlin. This unique guide to the modeling of biochemical systems using Petri net concepts will be of real utility to researchers and students of computational biology, systems biology, bioinformatics, computer science, and biochemistry.
Categories: Computers

Control Theory and Systems Biology

Control Theory and Systems Biology

An Introduction to Systems Biology: Design Principles of Biological Circuits. Boca Raton, FL: Chapman & Hall/CRC. Alon, U., Surette, M. G., Barkai, N., ...

Author: Pablo A. Iglesias

Publisher: MIT Press

ISBN: 9780262013345

Category: Science

Page: 345

View: 565

A survey of how engineering techniques from control and systems theory can be used tohelp biologists understand the behavior of cellular systems.
Categories: Science

Foundations of Systems Biology

Foundations of Systems Biology

To help perform such navigation tasks successfully, this book starts by providing an extremely useful overview of existing tools for ?nding (or designing) and inv- tigating metabolic, genetic, signaling, and other network databases, ...

Author: Masao Nagasaki

Publisher: Springer Science & Business Media

ISBN: 1848820232

Category: Science

Page: 155

View: 702

Today, as hundreds of genomes have been sequenced and thousands of proteins and more than ten thousand metabolites have been identi?ed, navigating safely through this wealth of information without getting completely lost has become crucial for research in, and teaching of, molecular biology. Consequently, a considerable number of tools have been developed and put on the market in the last two decades that describe the multitude of potential/putative interactions between genes, proteins, metabolites, and other biologically relevant compounds in terms of metabolic, genetic, signaling, and other networks, their aim being to support all sorts of explorations through bio-data bases currently called Systems Biology. As a result, navigating safely through this wealth of information-processing tools has become equally crucial for successful work in molecular biology. To help perform such navigation tasks successfully, this book starts by providing an extremely useful overview of existing tools for ?nding (or designing) and inv- tigating metabolic, genetic, signaling, and other network databases, addressing also user-relevant practical questions like • Is the database viewable through a web browser? • Is there a licensing fee? • What is the data type (metabolic, gene regulatory, signaling, etc. )? • Is the database developed/maintained by a curator or a computer? • Is there any software for editing pathways? • Is it possible to simulate the pathway? It then goes on to introduce a speci?c such tool, that is, the fabulous “Cell - lustrator 3. 0” tool developed by the authors.
Categories: Science

Systems Biology

Systems Biology

This book offers an introduction to linear algebra with examples taken from network modeling.

Author: Herbert Sauro

Publisher:

ISBN: 0982477392

Category: Algebras, Linear

Page: 194

View: 487

Linear algebra, the study of solutions to linear equations, has been required reading for engineers and most scientific disiplines. The importance of linear algebra has been growing in biology particularly with the advent of bioinformatics, biomolecular modeling and large scale data analysis. More recently linear algebra has found its way into systems biology through its application of understanding network structure and system dynamics. This book offers an introduction to linear algebra with examples taken from network modeling.
Categories: Algebras, Linear

Kinetic Modelling in Systems Biology

Kinetic Modelling in Systems Biology

... Simulation Luigi Preziosi Computational Biology: A Statistical Mechanics ... Introduction to Systems Biology: Design Principles of Biological Circuits ...

Author: Oleg Demin

Publisher: CRC Press

ISBN: 9781420011661

Category: Mathematics

Page: 360

View: 666

With more and more interest in how components of biological systems interact, it is important to understand the various aspects of systems biology. Kinetic Modelling in Systems Biology focuses on one of the main pillars in the future development of systems biology. It explores both the methods and applications of kinetic modeling in this emerging f
Categories: Mathematics

Computational Systems Biology

Computational Systems Biology

In particular the work focuses on the engineering of biological systems and network modeling.

Author: Andres Kriete

Publisher: Academic Press

ISBN: 0124059260

Category: Medical

Page: 533

View: 683

This book discusses the experimental and theoretical foundations of the function of biological systems at the molecular, cellular or organismal level over temporal and spatial scales, as systems biology advances to provide clinical solutions to complex medical problems. In particular the work focuses on the engineering of biological systems and network modeling.
Categories: Medical

Introduction to Systems Bology

Introduction to Systems Bology

This book is a comprehensive guide to applications of mathematical and computational approaches to cell biology.

Author: Zoltan Neufeld

Publisher:

ISBN: 1848169019

Category: Computers

Page: 300

View: 585

This book is a comprehensive guide to applications of mathematical and computational approaches to cell biology. It provides an accessible entry route into this interdisciplinary field for students and researchers from various specialized backgrounds in biology, mathematics, physics, engineering or computer science. It gives a balanced presentation of the methodology (differential equations, dynamical systems analysis, stochastic processes, networks and optimization) and new, emerging modeling approaches, illustrated through a structured collection of case studies in which the use of mathematical and computational methods combined with experiments leads to new insights into the biological phenomena. At the end of each chapter, this is complemented with a brief overview of the relevant systems biology literature, providing links to reviews and key research publications in the particular area for further reading. In addition to the modeling approaches, the book also describes the relevant mathematical and systems biology software tools, including a set of problems and computational exercises through which the reader can gain a practical knowledge of the wide range of computational tools and model databases currently available.
Categories: Computers