Computational Biology And Machine Learning For Metabolic Engineering And Synthetic Biology
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Computational Biology And Machine Learning For Metabolic Engineering And Synthetic Biology
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Author : Kumar Selvarajoo
language : en
Publisher: Springer Nature
Release Date : 2022-10-13
Computational Biology And Machine Learning For Metabolic Engineering And Synthetic Biology written by Kumar Selvarajoo and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-10-13 with Science categories.
This volume provides protocols for computational, statistical, and machine learning methods that are mainly applied to the study of metabolic engineering, synthetic biology, and disease applications. These techniques support the latest progress in cross-disciplinary research that integrates the different scales of biological complexity. The topics covered in this book are geared toward researchers with a background in engineering, computational analytical, and modeling experience and cover a broad range of topics in computational and machine learning approaches. 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. Comprehensive and practical, Computational Biology and Machine Learning for Metabolic Engineering and Synthetic Biology is a valuable resource for any researcher or scientist who wants to learn more about the latest computational methods and how they are applied toward the understanding and prediction of complex biology.
Metabolic Pathway Engineering
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Author : Jean F. Challacombe
language : en
Publisher: CRC Press
Release Date : 2021-07-14
Metabolic Pathway Engineering written by Jean F. Challacombe and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-07-14 with Medical categories.
Metabolic systems engineering combines the tools and approaches of systems biology, synthetic biology, and evolutionary engineering. This book reviews studies on metabolism, from the earliest work of Lavoisier and Buchner to current cutting-edge research in metabolic systems engineering. This technology has been used in bioengineering applications to create high-performing microbes and plants that produce important chemicals, pharmaceuticals, crops, and other natural products. Current applications include optimizing metabolic pathways to enhance degradation of biomass for biofuel production and accelerated processing of environmental waste products and contaminants. The book includes examples to illustrate the applications of this technology in the optimization of metabolic pathways to create robust industrial strains as well as in the engineering of biological processes involving health and diseases of humans, animals, and plants. Written by a seasoned computational biologist with many years of experience in genomics, bioinformatics, and systems biology, this book will appeal to anyone interested in metabolic systems analysis and metabolic pathway engineering.
Systems Metabolic Engineering
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Author : Christoph Wittmann
language : en
Publisher: Springer Science & Business Media
Release Date : 2012-06-15
Systems Metabolic Engineering written by Christoph Wittmann 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 2012-06-15 with Science categories.
Systems Metabolic Engineering is changing the way microbial cell factories are designed and optimized for industrial production. Integrating systems biology and biotechnology with new concepts from synthetic biology enables the global analysis and engineering of microorganisms and bioprocesses at super efficiency and versatility otherwise not accessible. Without doubt, systems metabolic engineering is a major driver towards bio-based production of chemicals, materials and fuels from renewables and thus one of the core technologies of global green growth. In this book, Christoph Wittmann and Sang-Yup Lee have assembled the world leaders on systems metabolic engineering and cover the full story – from genomes and networks via discovery and design to industrial implementation practises. This book is a comprehensive resource for students and researchers from academia and industry interested in systems metabolic engineering. It provides us with the fundaments to targeted engineering of microbial cells for sustainable bio-production and stimulates those who are interested to enter this exiting research field.
Systems Biology And Synthetic Biology
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Author : Pengcheng Fu
language : en
Publisher: John Wiley & Sons
Release Date : 2009-08-13
Systems Biology And Synthetic Biology written by Pengcheng Fu and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2009-08-13 with Technology & Engineering categories.
The genomic revolution has opened up systematic investigations and engineering designs for various life forms. Systems biology and synthetic biology are emerging as two complementary approaches, which embody the breakthrough in biology and invite application of engineering principles. Systems Biology and Synthetic Biology emphasizes the similarity between biology and engineering at the system level, which is important for applying systems and engineering theories to biology problems. This book demonstrates to students, researchers, and industry that systems biology relies on synthetic biology technologies to study biological systems, while synthetic biology depends on knowledge obtained from systems biology approaches.
A First Course In Systems Biology
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Author : Eberhard Voit
language : en
Publisher: Garland Science
Release Date : 2017-09-05
A First Course In Systems Biology written by Eberhard Voit and has been published by Garland Science this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-09-05 with Computers categories.
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.
Genomics And The Global Bioeconomy
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Author : Catalina Lopez-Correa
language : en
Publisher: Academic Press
Release Date : 2022-09-22
Genomics And The Global Bioeconomy written by Catalina Lopez-Correa and has been published by Academic Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-09-22 with Medical categories.
Genomics and the Global Bioeconomy, a new volume in the Translational and Applied Genomics series, empowers researchers, administrators, and sustainability leaders to apply genomics and novel omics technologies to advance the global bioeconomy and sustainability. Here, more than 15 international experts illustrate—with concrete examples across various industries and areas of global need—how genomics is addressing some of the most pressing global challenges of our time. Chapters offer an in-depth, case-based treatment of various topics, from genomics technologies supporting sustainability development goals to novel synthetic biology advancements improving biofuel production, conservation, sustainable food production, bioremediation, and genomic monitoring. Editors Catalina Lopez-Correa and Adrian Suarez-Gonzalez skillfully bring clarity to this diverse and increasingly impactful research, uniting various perspectives to inspire fresh innovation in driving the global bioeconomy. - Presents concrete examples and detailed discussions that illustrate how to use genomics and omics technologies to drive the global bioeconomy - Examines how genomics is addressing the most pressing environmental, agricultural, economic, and natural resources challenges of our time - Features chapter contributions from international experts who are applying genomic technologies across various fields, from agriculture to biofuel production, bioremediation, biodiversity monitoring, and conservation
Systems Biology And In Depth Applications For Unlocking Diseases
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Author : Babak Sokouti
language : en
Publisher: Elsevier
Release Date : 2024-11-05
Systems Biology And In Depth Applications For Unlocking Diseases written by Babak Sokouti and has been published by Elsevier this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-11-05 with Science categories.
Systems Biology and In-Depth Applications for Unlocking Diseases provides the essence of systems biology approaches in a practical manner illustrating the basic principles essential to develop and model in real life science applications. Methodologies covered show how to interrogate biological data, with the purpose of obtaining insight about disease diagnosis, prognosis, and treatment.Systematically written in 4 parts, this book first provides an introduction and history of systems biology; second, it provides the tools and resources needed for the structure and function of biological systems; next, it provides the evidence of systems biology in action to better understand disease connections; and finally, it provides the extensions of systems biology in various scientific fields including pharmacology, immunology, vaccinology, neuroscience, virology, and medicine. Examples include big data techniques, scale networks, mathematical model development, and much more.This is the perfect reference to provide the fundamental base of knowledge needed for systems biologists, professionals in systems medicine, computational biologists, and bioinformaticians, whether needed for immediate application or for building a comprehensive understanding of the field. - Provides detailed and comprehensive coverage of the field of systems biology - Delivers instruction on how to interrogate biological data, with the purpose of obtaining insight about disease diagnosis, prognosis, and treatment - Makes effective steps towards personalized medicine in the treatment of disease - Explains effective disease treatment strategies at early diagnosis stages
Applications Of Synthetic Biology In Health Energy And Environment
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Author : Arshad, Muhammad
language : en
Publisher: IGI Global
Release Date : 2023-10-02
Applications Of Synthetic Biology In Health Energy And Environment written by Arshad, Muhammad and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-10-02 with Science categories.
The application of genetic engineering techniques by redesigning and repurposing biological systems for novel biotechnical applications has paved the way for the field of synthetic biology. This field boosted the evolution and discovery of various novel technologies essential to the conquest of biological problems related to health, disease, the environment, and energy. The field of synthetic biology is growing rapidly, and further research is required. Applications of Synthetic Biology in Health, Energy, and Environment deliberates on principles and the advancement of synthetic biology and their translation in the fields of health, disease, energy, and the environment. Covering topics such as climate change, bioremediation, and smart drugs, this premier reference source is an excellent resource for students and educators of higher education, industrialists, medical professionals, hospital administrators, policymakers, environmental scientists, pharmacists, librarians, researchers, and academicians.
Bioprocessing For Biofuel Production
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Author : Neha Srivastava
language : en
Publisher: Springer Nature
Release Date : 2020-10-28
Bioprocessing For Biofuel Production written by Neha Srivastava and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-10-28 with Science categories.
Converting biomass to biofuels involves hydrolyzing cellulose to sugars using cost-intensive commercial enzymes – an expensive step that makes large-scale production economically non-viable. As such, there is a need for low-cost bioprocessing. This book critically evaluates the available bioprocessing technologies for various biofuels, and presents the latest research in the field. It also highlights the recent developments, current challenges and viable alternative approaches to reduce the overall cost of producing biofuels.
Lignocellulosic Biomass Refining For Second Generation Biofuel Production
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Author : Ponnusami V.
language : en
Publisher: CRC Press
Release Date : 2023-07-14
Lignocellulosic Biomass Refining For Second Generation Biofuel Production written by Ponnusami V. and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-07-14 with Technology & Engineering categories.
This book compiles research aspects of second-generation (2G) biofuel production derived specifically from lignocellulose biomass using biorefinery methods. It focuses on the valorization of different sources of 2G biofuels and their relative importance. The constituents of lignocelluloses and their potential characteristics different methods of treating lignocellulose, various means of lignocellulose bioconversion, and biofuel production strategies are discussed. Features: Describes technological advancements for bioethanol production from lignocellulosic waste. Provides the roadmap for the production and utilization of 2G biofuels. Introduces the strategic role of metabolic engineering in the development of 2G biofuels. Discusses technological advancements, life cycle assessment, and prospects. Explores the novel potential lignocellulosic biomass for 2G biofuels. This book is aimed at researchers and professionals in renewable energy, biofuel, bioethanol, lignocellulose conversion, fermentation, and chemical engineering.