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Comprehensive coverage of the many different aspects of systems biology, resulting in an excellent overview of the experimental and computational approaches currently in use to study biological systems. Each chapter represents a valuable introduction to one specific branch of systems biology, while also including the current state of the art and pointers to future directions. Following different methods for the integrative analysis of omics data, the book goes on to describe techniques that allow for the direct quantification of carbon fluxes in large metabolic networks, including the use of 13C labelled substrates and genome-scale metabolic models. The latter is explained on the basis of th...
The advent of genome sequencing and associated technologies has transformed biologists' ability to measure important classes of molecules and their interactions. This expanded cellular view has opened the field to thousands of interactions that previously were outside the researchers' reach. The processing and interpretation of these new vast quantities of interconnected data call for sophisticated mathematical models and computational methods. Systems biology meets this need by combining genomic knowledge with theoretical, experimental and computational approaches from a number of traditional scientific disciplines to create a mechanistic explanation of cellular systems and processes.System...
Provides a tutorial on the computational tools that use mathematical optimization concepts and representations for the curation, analysis and redesign of metabolic networks Organizes, for the first time, the fundamentals of mathematical optimization in the context of metabolic network analysis Reviews the fundamentals of different classes of optimization problems including LP, MILP, MLP and MINLP Explains the most efficient ways of formulating a biological problem using mathematical optimization Reviews a variety of relevant problems in metabolic network curation, analysis and redesign with an emphasis on details of optimization formulations Provides a detailed treatment of bilevel optimization techniques for computational strain design and other relevant problems
Pathway Design for Industrial Fermentation Explore the industrial fermentation processes of chemical intermediates In Pathway Design for Industrial Fermentation, distinguished researcher Dr. Walter Koch delivers an expert overview on industrial fermentation production technology as compared with natural extraction, organic chemistry, and biocatalysis. The book offers key insights for professionals designing and monitoring fermentation processes. The author explores the applications, alternative production, biochemical pathways, metabolic engineering strategy, and downstream processing of various products—including C1 to C6 products—with a focus on low-value products with market prices be...
An understanding of biological systems at cellular and molecular levels helps researchers to model cellular behavior in different experimental conditions. This, in turn, can lead to insights about the influence of cell culture environment and the effect of knockout gene research when studying mutations that affect specific metabolic pathways. A systems biology approach, therefore, allows researchers to simulate experimental observations in order to predict outcomes at the cellular level. Fundamentals of Systems Analysis and Modeling of Biosystems and Metabolism presents the basic concepts required for a systems biology approach towards cellular modeling. The book is intended as a primer for ...
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.
Synthetic biology encompasses a variety of different approaches, methodologies and disciplines and many different definitions exist. This volume covers topics such as measuring and engineering central dogma processes, mathematical and computational methods and next-generation DNA assembly and manipulation.
Microbiology is the study of microorganisms (or microbes), which include bacteria, viruses, fungi, parasites, and even prions. In short, microbiology refers to the study of life and organisms that are too small to be seen with the naked eye. Microorganisms are found in almost every habitat present in nature and are vital to humans and the environment. While some microbes are harmful, causing diseases that harm and kill people, animals, and plants, they are exploited by researchers. They have uses in food, water treatment, science and medicine, energy, warfare, and much more. This new book presents a collection of new research and studies covering advances in microbiology dealing with medicine, agriculture, and more.
This book constitutes the thoroughly refereed conference proceedings of the 10th International Conference on Computational Methods in Systems Biology, CMSB 2012, held in London, UK, during October 3-5, 2012. The 17 revised full papers and 8 flash posters presented together with the summaries of 3 invited papers were carefully reviewed and selected from 62 submissions. The papers cover the analysis of biological systems, networks, and data ranging from intercellular to multiscale. Topics included high-performance computing, and for the first time papers on synthetic biology.
Synthetic biology encompasses a variety of different approaches, methodologies and disciplines, and many different definitions exist. This Volume of Methods in Enzymology has been split into 2 Parts and covers topics such as Measuring and Engineering Central Dogma Processes, Mathematical and Computational Methods and Next-Generation DNA Assembly and Manipulation. - Encompasses a variety of different approaches, methodologies and disciplines - Split into 2 parts and covers topics such as measuring and engineering central dogma processes, mathematical and computational methods and next-generation DNA assembly and manipulation