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E-book
Author Baig, Hasan

Title Genetic design automation : a practical approach for the analysis, verification and synthesis of genetic logic circuits / Hasan Baig, Jan Madsen
Published Cham : Springer, 2020

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Description 1 online resource
Contents Intro -- Preface -- Contents -- Acronyms -- Part I Introduction -- 1 Introduction -- 1.1 Why Computations in Cells? -- 1.2 State-of-the-Art -- 1.3 Motivation -- 1.4 Scope of This Book -- 1.4.1 Virtual Experimentation -- 1.4.2 Timing and Threshold Analysis -- 1.4.3 Automatic Logic Validation -- 1.4.4 Effortless Circuit Designing -- 1.5 Book Organization -- 1.6 Resources -- 1.7 Conventions Used in This Book -- References -- 2 Fundamentals of Molecular Biology and Genetic Circuits -- 2.1 Central Dogma of Molecular Biology -- 2.2 Example Genetic Circuit: Lac Operon
2.2.1 Genetic Logic in lac operon -- 2.2.2 The Standard SBOL Representation of lac operon -- 2.3 Standards -- 2.4 Genetic Design Automation (GDA) Tools -- 2.4.1 Sequence Editing Tools -- 2.4.2 Biochemical Modeling and Design Composition Tools -- 2.4.3 Genetic Mapping Tools -- References -- Part II Virtual Experimentation and Technology Mapping of Genetic Circuits -- 3 Virtual Experimentation Using DVASim -- 3.1 Motivation -- 3.2 Experimental Approach -- 3.2.1 SBML Support -- 3.2.2 Virtual Instrumentation -- 3.2.3 Virtual Experimentation -- 3.2.4 Logic Verification and Timing Analysis
3.3 Summary -- Problems -- References -- 4 Genetic Circuits Timing Analysis -- 4.1 Methodology -- 4.1.1 Preliminary Analysis of Threshold Value -- 4.1.2 Preliminary Analysis of Propagation Delay -- 4.1.3 D-VASim Plug-in for Threshold Value and Propagation Delay Analyses -- 4.1.3.1 Illustrative Explanation of the Algorithm -- 4.2 Experimentation by Simulation -- 4.2.1 Effects of Varying kd on the Threshold Values and Propagation Delays -- 4.2.2 Effects of Varying Threshold Values on the Propagation Delays -- 4.2.3 Effects of Varying Threshold Values on the % Output Consistency at High kd
4.2.4 Other Parameters Effecting the Threshold Values -- 4.2.5 Intermediate Propagation Delays -- 4.2.6 Experimentation on the SBML Model of Real Genetic Circuit -- 4.3 Summary -- Problems -- References -- 5 Genetic Circuits Logic Analysis -- 5.1 Methodology -- 5.1.1 Overview -- 5.1.2 Input Combinations Analysis -- 5.1.3 Variation Analysis and Boolean Expression Construction -- 5.2 Experimentation by Simulation -- 5.2.1 Analysis of the SBOL-SBML Converted Genetic Circuit Models -- 5.2.2 Logic Analysis and Verification -- 5.2.3 Effects of Varying Threshold Value on Circuit's Behavior
5.2.4 Performance Analysis -- 5.3 Summary -- Problems -- References -- 6 Technology Mapping of Genetic Circuits -- 6.1 Introduction and Motivation -- 6.2 Methodology -- 6.2.1 Logic Optimization -- 6.2.2 Logic Synthesis -- 6.2.3 Genetic Technology Mapping -- 6.3 GeneTech Interface -- 6.4 Experimentation by Simulation -- 6.5 Summary -- Problems -- References -- Part III GDA Tool Development: A Quick Project-Oriented Approach -- 7 Learn to Program Rapidly with Graphical Programming -- 7.1 Getting Familiar with LabVIEW Interface -- 7.2 First LabVIEW Program -- 7.2.1 Creating Controls and Indicators
Summary This textbook introduces readers to the recent advances in the emerging field of genetic design automation (GDA). Starting with an introduction and the basic concepts of molecular biology, the authors provide an overview of various genetic design automation tools. The authors then present the DVASim tool (Dynamic Virtual Analyzer and Simulator) which is used for the analysis and verification of genetic logic circuits. This includes methods and algorithms for the timing and threshold value analyses of genetic logic circuits. Next, the book presents the GeneTech tool (A technology mapping tool for genetic circuits) and the methods developed for optimization, synthesis, and technology mapping of genetic circuits. Chapters are followed by exercises which give readers hands-on practice with the tools presented. The concepts and algorithms are thoroughly described, enabling readers to improve the tools or use them as a starting point to develop new tools. Both DVASim and GeneTech are available from the developer's website, free of charge
Bibliography Includes bibliographical references and index
Subject Logic circuits.
Genetic engineering.
Natural computation.
Genetic engineering
Logic circuits
Natural computation
Genre/Form Electronic books
Form Electronic book
Author Madsen, Jan.
ISBN 9783030523558
3030523551