Foundations Of Theoretical Approaches In Systems Biology
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Foundations Of Theoretical Approaches In Systems Biology
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Author : Alberto Marin-Sanguino
language : en
Publisher: Frontiers Media SA
Release Date : 2019-01-11
Foundations Of Theoretical Approaches In Systems Biology written by Alberto Marin-Sanguino and has been published by Frontiers Media SA this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-01-11 with categories.
If biology in the 20th century was characterized by an explosion of new technologies and experimental methods, that of the 21st has seen an equally exuberant proliferation of mathematical and computational methods that attempt to systematize and explain the abundance of available data. As we live through the consolidation of a new paradigm where experimental data goes hand in hand with computational analysis, we contemplate the challenge of fusing these two aspects of the new biology into a consistent theoretical framework. Whether systems biology will survive as a field or be washed away by the tides of future fads will ultimately depend on its success to achieve this type of synthesis. The famous quote attributed to Kurt Lewin comes to mind: "there is nothing more practical than a good theory". This book presents a wide assortment of articles on systems biology in an attempt to capture the variety of current methods in systems biology and show how they can help to find answers to the challenges of modern biology.
Foundations Of Theoretical Approaches In Systems Biology
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Author :
language : en
Publisher:
Release Date : 2019
Foundations Of Theoretical Approaches In Systems Biology written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019 with categories.
If biology in the 20th century was characterized by an explosion of new technologies and experimental methods, that of the 21st has seen an equally exuberant proliferation of mathematical and computational methods that attempt to systematize and explain the abundance of available data. As we live through the consolidation of a new paradigm where experimental data goes hand in hand with computational analysis, we contemplate the challenge of fusing these two aspects of the new biology into a consistent theoretical framework. Whether systems biology will survive as a field or be washed away by the tides of future fads will ultimately depend on its success to achieve this type of synthesis. The famous quote attributed to Kurt Lewin comes to mind: "there is nothing more practical than a good theory". This book presents a wide assortment of articles on systems biology in an attempt to capture the variety of current methods in systems biology and show how they can help to find answers to the challenges of modern biology.
Systems Biology
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Author : Fred Boogerd
language : en
Publisher: Elsevier
Release Date : 2007-03-20
Systems Biology written by Fred Boogerd and has been published by Elsevier this book supported file pdf, txt, epub, kindle and other format this book has been release on 2007-03-20 with Mathematics categories.
Systems biology is a vigorous and expanding discipline, in many ways a successor to genomics and perhaps unprecedented in its combination of biology with a great many other sciences, from physics to ecology, from mathematics to medicine, and from philosophy to chemistry. Studying the philosophical foundations of systems biology may resolve a longer standing issue, i.e., the extent to which Biology is entitled to its own scientific foundations rather than being dominated by existing philosophies. * Answers the question of what distinguishes the living from the non-living* An in-depth look to a vigorous and expanding discipline, from molecule to system* Explores the region between individual components and the system
Theoretical And Applied Aspects Of Systems Biology
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Author : Fabricio Alves Barbosa da Silva
language : en
Publisher: Springer
Release Date : 2018-06-21
Theoretical And Applied Aspects Of Systems Biology written by Fabricio Alves Barbosa da Silva and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-06-21 with Computers categories.
This book presents the theoretical foundations of Systems Biology, as well as its application in studies on human hosts, pathogens and associated diseases. This book presents several chapters written by renowned experts in the field. Some topics discussed in depth in this book include: computational modeling of multiresistant bacteria, systems biology of cancer, systems immunology, networks in systems biology.
Modeling In Systems Biology
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Author : Ina Koch
language : en
Publisher: Springer Science & Business Media
Release Date : 2010-10-21
Modeling In Systems Biology written by Ina Koch and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2010-10-21 with Computers categories.
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.
Evolutionary Systems Biology
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Author : Anton Crombach
language : en
Publisher: Springer Nature
Release Date : 2021-08-05
Evolutionary Systems Biology written by Anton Crombach and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-08-05 with Science categories.
This new edition captures the advances made in the field of evolutionary systems biology since the publication of the first edition. The first edition focused on laying the foundations of evolutionary systems biology as an interdisciplinary field, where a way of thinking and asking questions is combined with a wide variety of tools, both experimental and theoretical/computational. Since publication of the first edition, evolutionary systems biology is now a well-known term describing this growing field. The new edition provides an overview of the current status and future developments of this interdisciplinary field. Chapters highlight several key achievements from the last decade and outline exciting new developments, including an understanding of the interplay between complexity and predictability in evolutionary systems, new viewpoints and methods to study organisms in evolving populations at the level of the genome, gene regulatory network, and metabolic network, and better analysis and modeling techniques that will open new avenues of scientific inquiry.
The Conceptual Foundations Of Systems Biology
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Author : James A. Marcum
language : en
Publisher:
Release Date : 2009
The Conceptual Foundations Of Systems Biology written by James A. Marcum and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2009 with Philosophy categories.
James Marcum provides an analysis of the fundamental concepts that constitute the foundations of contemporary systems biology. These concepts include holism, emergentism, and robustness, and are compared to the concepts, reductionism, mechanism, and homeostasis, which form the foundations of molecular biology. In an introductory chapter, a brief history of systems biology is reconstructed, along with the issues surrounding the definition and methodology of systems biology, and a discussion of chaos and complexity theories and their relationship to systems biology. Also included in the chapter is a discussion of whether contemporary systems biology represents a Kuhnian paradigm shift or scientific revolution. In the next three chapters, the fundamental concepts of holism, emergentism, and robustness are examined in detail. The notion of holism is discussed first, since it is the major characteristic of systems biology. It is developed in response to the notion of reductionism, which historically is the main approach to the investigation of complex natural phenomena. The notion of emergence is explored in the next chapter and entails the process by which complex phenomena and their properties appear at higher levels of organisation. It is compared to the notion of mechanism, which molecular biologists use to explain ultimately natural phenomena. The final fundamental concept, robustness, is discussed in a following chapter and is contrasted to the notion of homeostasis. It refers to the functional capability or property of a system to maintain its integrity and performance in response to either internal or external perturbations or disturbances, which could compromise a system's stability. In a fifth chapter, cancer is used as a case study to exemplify systems biology's conceptual foundations as applied to disease. In a penultimate chapter, the challenges facing systems biology are discussed, along with the challenges facing its application to cancer biology. In a concluding chapter, the question is addressed whether systems biology is a revolutionary replacement of molecular biology for investigating and understanding biological phenomena.
Systems Biology
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Author : P. Bringmann
language : en
Publisher: Springer Science & Business Media
Release Date : 2007-05-26
Systems Biology written by P. Bringmann and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2007-05-26 with Medical categories.
This volume features contributions from participants of an ESRF Workshop on "Systems Biology" held in Berkeley, USA, in November 2005. Significant progress has been made in developing technologies that enable systems interrogations at a molecular level. Recent successes and challenges of applying systems level measurements to the different steps of drug discovery and development in the pharmaceutical industry are summarized.
Modeling In Systems Biology
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Author : Ina Koch
language : en
Publisher: Springer
Release Date : 2012-12-03
Modeling In Systems Biology written by Ina Koch and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-12-03 with Computers categories.
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.
Systems Biology In Animal Production And Health Vol 1
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Author : Haja N. Kadarmideen
language : en
Publisher: Springer
Release Date : 2016-10-26
Systems Biology In Animal Production And Health Vol 1 written by Haja N. Kadarmideen and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-10-26 with Science categories.
This two-volume work provides an overview on various state of the art experimental and statistical methods, modeling approaches and software tools that are available to generate, integrate and analyze multi-omics datasets in order to detect biomarkers, genetic markers and potential causal genes for improved animal production and health. The book will contain online resources where additional data and programs can be accessed. Some chapters also come with computer programming codes and example datasets to provide readers hands-on (computer) exercises. This first volume presents the basic principles and concepts of systems biology with theoretical foundations including genetic, co-expression and metabolic networks. It will introduce to multi omics components of systems biology from genomics, through transcriptomics, proteomics to metabolomics. In addition it will highlight statistical methods and (bioinformatic) tools available to model and analyse these data sets along with phenotypes in animal production and health. This book is suitable for both students and teachers in animal sciences and veterinary medicine as well as to researchers in this discipline.