Systems Genetics

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Publisher : Cambridge University Press
ISBN 13 : 131638098X
Total Pages : 287 pages
Book Rating : 4.3/5 (163 download)

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Book Synopsis Systems Genetics by : Florian Markowetz

Download or read book Systems Genetics written by Florian Markowetz and published by Cambridge University Press. This book was released on 2015-07-02 with total page 287 pages. Available in PDF, EPUB and Kindle. Book excerpt: Whereas genetic studies have traditionally focused on explaining heritance of single traits and their phenotypes, recent technological advances have made it possible to comprehensively dissect the genetic architecture of complex traits and quantify how genes interact to shape phenotypes. This exciting new area has been termed systems genetics and is born out of a synthesis of multiple fields, integrating a range of approaches and exploiting our increased ability to obtain quantitative and detailed measurements on a broad spectrum of phenotypes. Gathering the contributions of leading scientists, both computational and experimental, this book shows how experimental perturbations can help us to understand the link between genotype and phenotype. A snapshot of current research activity and state-of-the-art approaches to systems genetics are provided, including work from model organisms such as Saccharomyces cerevisiae and Drosophila melanogaster, as well as from human studies.

An Introduction to Genetic Algorithms

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Publisher : MIT Press
ISBN 13 : 9780262631853
Total Pages : 226 pages
Book Rating : 4.6/5 (318 download)

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Book Synopsis An Introduction to Genetic Algorithms by : Melanie Mitchell

Download or read book An Introduction to Genetic Algorithms written by Melanie Mitchell and published by MIT Press. This book was released on 1998-03-02 with total page 226 pages. Available in PDF, EPUB and Kindle. Book excerpt: Genetic algorithms have been used in science and engineering as adaptive algorithms for solving practical problems and as computational models of natural evolutionary systems. This brief, accessible introduction describes some of the most interesting research in the field and also enables readers to implement and experiment with genetic algorithms on their own. It focuses in depth on a small set of important and interesting topics—particularly in machine learning, scientific modeling, and artificial life—and reviews a broad span of research, including the work of Mitchell and her colleagues. The descriptions of applications and modeling projects stretch beyond the strict boundaries of computer science to include dynamical systems theory, game theory, molecular biology, ecology, evolutionary biology, and population genetics, underscoring the exciting "general purpose" nature of genetic algorithms as search methods that can be employed across disciplines. An Introduction to Genetic Algorithms is accessible to students and researchers in any scientific discipline. It includes many thought and computer exercises that build on and reinforce the reader's understanding of the text. The first chapter introduces genetic algorithms and their terminology and describes two provocative applications in detail. The second and third chapters look at the use of genetic algorithms in machine learning (computer programs, data analysis and prediction, neural networks) and in scientific models (interactions among learning, evolution, and culture; sexual selection; ecosystems; evolutionary activity). Several approaches to the theory of genetic algorithms are discussed in depth in the fourth chapter. The fifth chapter takes up implementation, and the last chapter poses some currently unanswered questions and surveys prospects for the future of evolutionary computation.

Systems Genetics: Methods and Protocols

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Publisher : Methods in Molecular Biology
ISBN 13 : 9781493981960
Total Pages : 624 pages
Book Rating : 4.9/5 (819 download)

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Book Synopsis Systems Genetics: Methods and Protocols by : Klaus Schughart

Download or read book Systems Genetics: Methods and Protocols written by Klaus Schughart and published by Methods in Molecular Biology. This book was released on 2018-12-22 with total page 624 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume focuses on the use of system genetic methods and the use of murine models to study the role of gene variants and environmental factors on human health and disease--what is now often called personalized or precision health care. The protocols in this book will help readers analyze genetic causes of heritable variation across a wide range of systems and traits using rodent models. The chapters in this book are separated into three sections that cover: 1) resources for systems genetics; 2) tools for analysis and integration in systems genetics; and 3) systems genetics use cases. Written in the highly successful Methods in Molecular Biology series format, chapters include introductions to their respective topics, lists of the necessary materials and tools, step-by-step, readily reproducible protocols, and tips on troubleshooting and avoiding known pitfalls. Practical and thorough, Systems Genetics: Methods and Protocols is a valuable resource for anyone who is interested in this diverse field.

Rapidly Evolving Genes and Genetic Systems

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Publisher : Oxford University Press
ISBN 13 : 0199642273
Total Pages : 309 pages
Book Rating : 4.1/5 (996 download)

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Book Synopsis Rapidly Evolving Genes and Genetic Systems by : Rama S. Singh

Download or read book Rapidly Evolving Genes and Genetic Systems written by Rama S. Singh and published by Oxford University Press. This book was released on 2012-06-28 with total page 309 pages. Available in PDF, EPUB and Kindle. Book excerpt: A range of theories on the rates of evolution-from static to gradual to punctuated to quantum-have been developed, mostly by comparing morphological changes over geological timescales as described in the fossil record.

Gene Network Inference

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Publisher : Springer Science & Business Media
ISBN 13 : 3642451616
Total Pages : 135 pages
Book Rating : 4.6/5 (424 download)

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Book Synopsis Gene Network Inference by : Alberto Fuente

Download or read book Gene Network Inference written by Alberto Fuente and published by Springer Science & Business Media. This book was released on 2014-01-03 with total page 135 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents recent methods for Systems Genetics (SG) data analysis, applying them to a suite of simulated SG benchmark datasets. Each of the chapter authors received the same datasets to evaluate the performance of their method to better understand which algorithms are most useful for obtaining reliable models from SG datasets. The knowledge gained from this benchmarking study will ultimately allow these algorithms to be used with confidence for SG studies e.g. of complex human diseases or food crop improvement. The book is primarily intended for researchers with a background in the life sciences, not for computer scientists or statisticians.

Genetics, Biofuels and Local Farming Systems

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Publisher : Springer Science & Business Media
ISBN 13 : 9400715218
Total Pages : 429 pages
Book Rating : 4.4/5 (7 download)

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Book Synopsis Genetics, Biofuels and Local Farming Systems by : Eric Lichtfouse

Download or read book Genetics, Biofuels and Local Farming Systems written by Eric Lichtfouse and published by Springer Science & Business Media. This book was released on 2011-06-29 with total page 429 pages. Available in PDF, EPUB and Kindle. Book excerpt: Sustainable agriculture is a rapidly growing field aiming at producing food and energy in a sustainable way for our children. This discipline addresses current issues such as climate change, increasing food and fuel prices, starvation, obesity, water pollution, soil erosion, fertility loss, pest control and biodiversity depletion. Novel solutions are proposed based on integrated knowledge from agronomy, soil science, molecular biology, chemistry, toxicology, ecology, economy, philosophy and social sciences. As actual society issues are now intertwined, sustainable agriculture will bring solutions to build a safer world. This book series analyzes current agricultural issues and proposes alternative solutions, consequently helping all scientists, decision-makers, professors, farmers and politicians wishing to build safe agriculture, energy and food systems for future generations.

C. Elegans II

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Publisher : Firefly Books
ISBN 13 : 9780879695323
Total Pages : 1252 pages
Book Rating : 4.6/5 (953 download)

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Book Synopsis C. Elegans II by : Donald L. Riddle

Download or read book C. Elegans II written by Donald L. Riddle and published by Firefly Books. This book was released on 1997 with total page 1252 pages. Available in PDF, EPUB and Kindle. Book excerpt: Defines the current status of research in the genetics, anatomy, and development of the nematode C. elegans, providing a detailed molecular explanation of how development is regulated and how the nervous system specifies varied aspects of behavior. Contains sections on the genome, development, neural networks and behavior, and life history and evolution. Appendices offer genetic nomenclature, a list of laboratory strain and allele designations, skeleton genetic maps, a list of characterized genes, a table of neurotransmitter assignments for specific neurons, and information on codon usage. Includes bandw photos. For researchers in worm studies, as well as the wider community of researchers in cell and molecular biology. Annotation copyrighted by Book News, Inc., Portland, OR

Routledge Handbook of Sport and Exercise Systems Genetics

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Publisher : Routledge
ISBN 13 : 1351380168
Total Pages : 514 pages
Book Rating : 4.3/5 (513 download)

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Book Synopsis Routledge Handbook of Sport and Exercise Systems Genetics by : J. Timothy Lightfoot

Download or read book Routledge Handbook of Sport and Exercise Systems Genetics written by J. Timothy Lightfoot and published by Routledge. This book was released on 2019-03-14 with total page 514 pages. Available in PDF, EPUB and Kindle. Book excerpt: Technological advances over the last two decades have placed genetic research at the forefront of sport and exercise science. It provides potential answers to some of contemporary sport and exercise’s defining issues and throws up some of the area’s most challenging ethical questions, but to date, it has rested on a fragmented and disparate literature base. The Routledge Handbook of Sport and Exercise Systems Genetics constitutes the most authoritative and comprehensive reference in this critical area of study, consolidating knowledge and providing a framework for interpreting future research findings. Taking an approach which covers single gene variations, through genomics, epigenetics, and proteomics, to environmental and dietary influences on genetic mechanisms, the book is divided into seven sections. It examines state-of-the-art genetic methods, applies its approach to physical activity, exercise endurance, muscle strength, and sports performance, and discusses the ethical considerations associated with genetic research in sport and exercise. Made up of contributions from some of the world’s leading sport and exercise scientists and including chapters on important topical issues such as gene doping, gender testing, predicting sport performance and injury risk, and using genetic information to inform physical activity and health debates, the handbook is a vital addition to the sport and exercise literature. It is an important reference for any upper-level student, researcher, or practitioner working in the genetics of sport and exercise or exercise physiology, and crucial reading for any social scientist interested in the ethics of sport.

Pathology and Genetics of Tumours of the Urinary System and Male Genital Organs

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Author :
Publisher : IARC
ISBN 13 : 9283224159
Total Pages : 355 pages
Book Rating : 4.2/5 (832 download)

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Book Synopsis Pathology and Genetics of Tumours of the Urinary System and Male Genital Organs by : International Agency for Research on Cancer

Download or read book Pathology and Genetics of Tumours of the Urinary System and Male Genital Organs written by International Agency for Research on Cancer and published by IARC. This book was released on 2004 with total page 355 pages. Available in PDF, EPUB and Kindle. Book excerpt: This new volume in the WHO series on histological and genetic typing of human tumors covers tumors of the kidney, the urinary system, the prostate, the testis and paratesticular tissue and the penis. Each entity is extensively discussed with information on clinicopathological, epidemiological, immunophenotypic and genetic aspects of these diseases. This book is an authoritative, concise reference, prepared by 131 authors from 22 countries. It contains more than 800 color photographs, numerous MRIs, ultrasound images, CT scans, charts and 3000 references.This book is in the series commonly referred to as the "Blue Book" series."Pathology and Genetics of Tumors of the Urinary System and Male Genital Organs"Contributors:: Dr Lauri A. Aaltonen, Dr Ferran Algaba, Dr William C. Allsbrook Jr., Dr Isabel Alvarado-Cabrero, Dr Mahul B. Amin, Dr Pedram Argani, Dr Hans Arnholdt, Dr Alberto G. Ayala, Dr Sheldon Bastacky, Dr Louis R. Begin, Dr Athanase Billis, Dr Liliane Boccon-Gibod, Dr Stephen M. Bonsib, Dr Christer Busch, Dr Paul Cairns, Dr Liang Cheng, Dr John Cheville, Dr Carlos Cordon-Cardo, Dr Antonio L. Cubilla, Dr Ivan Damjanov, Dr Charles J. Davis, Dr Angelo M. De Marzo, Dr Louis P. Dehner, Dr Brett Delahunt, Dr Gonzague De Pinieux, Dr P. Anthony Di Sant agnese, Dr Joakim Dillner, Dr John N. Eble, Dr Diana M. Eccles, Dr Lars Egevad, Dr M.N. El-Bolkainy, Dr Jonathan I. Epstein, Dr John F. Fetsch, Dr Masakuni Furusato, Dr Thomas Gasser, Dr William L. Gerald, Dr A. Geurts Van Kessel, Dr David J. Grignon, Dr Kenneth Grigor, Dr Jay L. Grosfeld, Dr Louis Guillou Dr Seife Hailemariam, Professor Ulrike Maria Hamper, Dr Arndt Hartmann, Dr Tadashi Hasegawa, Dr Axel Heidenreich, Dr Philipp U. Heitz, Dr Burkhard Helpap, Dr Riitta Herva, Professor Ferdinand Hofstadter, Professor Simon Horenblas, Dr Peter A. Humphrey, Dr Kenneth A. Iczkowski, Dr Grete Krag Jacobsen, Dr Sonny L. Johansson, Dr Michael A. Jones, Dr Peter A. Jones, Dr George W. Kaplan, Dr Charles E. Keen, Dr Kyu Rae Kim, Dr Maija Kiuru, Dr Paul Kleihues, Dr Margaret A. Knowles, Dr Gyula Kovacs, Dr Marc Ladanyi, Dr Virpi Launonen, Dr Ivo Leuschner, Dr Howard S. Levin, Dr W. Marston Linehan, Dr Leendert H.J. Looijenga, Dr Antonio Lopez-Beltran, Dr J. Carlos Manivel, Dr Guido Martignoni, Dr Alexander Marx, Dr David G. Mcleod, Dr L. Jeffrey Medeiros, Dr Maria J. Merino, Dr Helen Michael, Dr Markku Miettinen, Dr Holger Moch, Dr Henrik Moller, Dr Rodolfo Montironi, Dr F. Kash Mostofi, Dr Hartmut P.H. Neumann, Dr Manuel Nistal, Dr Lucien Nochomovitz, Dr Esther Oliva, Dr Tim D. Oliver, Dr J. Wolter Oosterhuis, Dr Attilio Orazi, Dr Chin-Chen Pan, Dr Ricardo Paniagua, Dr David M. Parham, Dr D. Max Parkin, Dr M. Constance Parkinson, Dr Christian P. Pavlovich, Dr Elizabeth J. Perlman, Dr Paola Pisani, Dr Andrew A. Renshaw, Dr Victor E. Reuter, Dr Jae Y. Ro, Professor Mark A. Rubin, Dr H. Gil Rushton, Dr Wael A. Sakr, Dr Hemamali Samaratunga, Dr Guido Sauter, Dr Paul F. Schellhammer, Dr Bernd J. Schmitz-Drager, Dr Mark Philip Schoenberg, Dr Isabell A. Sesterhenn, Dr David Sidransky, Dr Ronald Simon, Dr Leslie H. Sobin, Dr Poul H. B. Sorensen, Dr John R. Srigley, Dr Stephan Storkel, Dr Aleksander Talerman, Dr Pheroze Tamboli, Dr Puay H. Tan, Dr Bernard Tetu, Dr Kaori Togashi, Dr Lawrence True, Dr Jerzy E. Tyczynski, Dr Thomas M. Ulbright, Dr Eva Van Den Berg, Dr Theo H. Van Der Kwast, Dr Annick Vieillefond, Dr Geo Von Krogh, Dr Thomas Wheeler, Dr Paula J. Woodward, Dr Ximing J. Yang, Dr Berton Zbar"

Genetic Fuzzy Systems: Evolutionary Tuning And Learning Of Fuzzy Knowledge Bases

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Author :
Publisher : World Scientific
ISBN 13 : 9814494453
Total Pages : 489 pages
Book Rating : 4.8/5 (144 download)

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Book Synopsis Genetic Fuzzy Systems: Evolutionary Tuning And Learning Of Fuzzy Knowledge Bases by : Oscar Cordon

Download or read book Genetic Fuzzy Systems: Evolutionary Tuning And Learning Of Fuzzy Knowledge Bases written by Oscar Cordon and published by World Scientific. This book was released on 2001-07-13 with total page 489 pages. Available in PDF, EPUB and Kindle. Book excerpt: In recent years, a great number of publications have explored the use of genetic algorithms as a tool for designing fuzzy systems. Genetic Fuzzy Systems explores and discusses this symbiosis of evolutionary computation and fuzzy logic. The book summarizes and analyzes the novel field of genetic fuzzy systems, paying special attention to genetic algorithms that adapt and learn the knowledge base of a fuzzy-rule-based system. It introduces the general concepts, foundations and design principles of genetic fuzzy systems and covers the topic of genetic tuning of fuzzy systems. It also introduces the three fundamental approaches to genetic learning processes in fuzzy systems: the Michigan, Pittsburgh and Iterative-learning methods. Finally, it explores hybrid genetic fuzzy systems such as genetic fuzzy clustering or genetic neuro-fuzzy systems and describes a number of applications from different areas.Genetic Fuzzy System represents a comprehensive treatise on the design of the fuzzy-rule-based systems using genetic algorithms, both from a theoretical and a practical perspective. It is a valuable compendium for scientists and engineers concerned with research and applications in the domain of fuzzy systems and genetic algorithms.

Gene Expression Systems

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Publisher : Academic Press
ISBN 13 :
Total Pages : 504 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Gene Expression Systems by : Joseph M. Fernandez

Download or read book Gene Expression Systems written by Joseph M. Fernandez and published by Academic Press. This book was released on 1999 with total page 504 pages. Available in PDF, EPUB and Kindle. Book excerpt: Recombinant gene expression is the fastest growing area in the study of molecular biology. By the time the Human Genome Project is completed (~2002), several thousand sequences will be known, but the purpose of the resultant expression products will remain a mystery. Gene discovery requires efficient expression systems for determining the structure and function of gene products. Gene Expression Systems covers a variety of promoters and host organisms that researchers can tailor to their specific needs.

Crop Systems Biology

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Publisher : Springer
ISBN 13 : 3319205625
Total Pages : 241 pages
Book Rating : 4.3/5 (192 download)

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Book Synopsis Crop Systems Biology by : Xinyou Yin

Download or read book Crop Systems Biology written by Xinyou Yin and published by Springer. This book was released on 2015-11-11 with total page 241 pages. Available in PDF, EPUB and Kindle. Book excerpt: The sequencing of genomes has been completed for an increasing number of crop species, and researchers have now succeeded in isolating and characterising many important QTLs/genes. High expectations from genomics, however, are waving back toward the recognition that crop physiology is also important for realistic improvement of crop productivity. Complex processes and networks along various hierarchical levels of crop growth and development can be thoroughly understood with the help of their mathematical description – modelling. The further practical application of these understandings also requires quantitative predictions. In order to better support design, engineering and breeding for new crops and cultivars for improving agricultural production under global warming and climate change, there is an increasing call for an interdisciplinary research approach, which combines modern genetics and genomics, traditional physiology and biochemistry, and advanced bioinformatics and modelling. Such an interdisciplinary approach has been practised in various research groups for many years. However, it does not seem to be fully covered in the format of book publications. We want to initiate a book project on crop systems biology - narrowing the gaps between genotypes and phenotypes and the gaps between crop modelling and genetics/genomics, for publication in 2013/2014. The book will be meant for those scientists and graduate students from fundamental plant biology and applied crop science who are interested in bridging the gap between these two fields. We have invited a group of scientists (who have very good track records in publishing excellent papers in this field or in a closely related area) to contribute chapters to this new book, and they have agreed to do so.​

Systems Genetics of Human Complex Diseases - Volume II

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Publisher : Frontiers Media SA
ISBN 13 : 2889768287
Total Pages : 222 pages
Book Rating : 4.8/5 (897 download)

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Book Synopsis Systems Genetics of Human Complex Diseases - Volume II by : Guiyou Liu

Download or read book Systems Genetics of Human Complex Diseases - Volume II written by Guiyou Liu and published by Frontiers Media SA. This book was released on 2022-08-19 with total page 222 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Gene Delivery Systems

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Publisher : CRC Press
ISBN 13 : 1000580318
Total Pages : 307 pages
Book Rating : 4.0/5 (5 download)

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Book Synopsis Gene Delivery Systems by : Yashwant Pathak

Download or read book Gene Delivery Systems written by Yashwant Pathak and published by CRC Press. This book was released on 2022-07-01 with total page 307 pages. Available in PDF, EPUB and Kindle. Book excerpt: This unique volume in our Drugs and Pharmaceutical Sciences series covers the development of gene therapy today, the technology involved, clinical applications of siRNA, non-viral vector-based mRNA delivery using nanotechnology, and RNA based vaccines for treating the infectious diseases. It also presents the current application of the CRISPR/Cas9 gene-editing technique which has revolutionized genome editing and which was awarded the 2020 Nobel Prize in Chemistry. Several new drug delivery systems are explored for the applications of gene therapy. These are found to be useful in treating chronic illnesses, including cancer and infectious diseases. Key Features: Overview of the development of gene therapy Provides the most up to date information on the development of gene therapy, from the technology involved to gene correction and genome editing Presents CRISPR gene therapy recent trends and applications Discusses siRNA, mRNA, and DNA plasmids

Principles of Developmental Genetics

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Publisher : Elsevier
ISBN 13 : 0080550711
Total Pages : 1094 pages
Book Rating : 4.0/5 (85 download)

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Book Synopsis Principles of Developmental Genetics by : Sally A. Moody

Download or read book Principles of Developmental Genetics written by Sally A. Moody and published by Elsevier. This book was released on 2007-07-19 with total page 1094 pages. Available in PDF, EPUB and Kindle. Book excerpt: Unlike anything currently available in the market, Dr. Sally A. Moody and a team of world-renowned experts provide a groundbreaking view of developmental genetics that will influence scientific approaches in embryology, comparative biology, as well as the newly emerging fields of stem cell biology and regenerative medicine. Principles of Developmental Genetics highlights the intersection of developmental biology with new revolutionary genomic technologies, and details how these advances have accelerated our understanding of the molecular genetic processes that regulates development. This definitive resource provides researchers with the opportunity to gain important insights into the clinical applicability of emerging new technologies and animal model data. This book is a must-have for all researchers in genetics, developmental biology, regenerative medicine, and stem cell biology. • Includes new research not previously published in any other book on the molecular genetic processes that regulates development • Chapters present a broad understanding on the application of animal model systems, allowing researchers to better treat clinical disorders and comprehend human development • Relates the application of new technologies to the manipulation of stem cells, causes of human birth defects, and several human disease conditions • Each chapter includes a bulleted summary highlighting clinical aspects of animal models

Finding a Path to Safety in Food Allergy

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Publisher : National Academies Press
ISBN 13 : 0309450314
Total Pages : 575 pages
Book Rating : 4.3/5 (94 download)

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Book Synopsis Finding a Path to Safety in Food Allergy by : National Academies of Sciences, Engineering, and Medicine

Download or read book Finding a Path to Safety in Food Allergy written by National Academies of Sciences, Engineering, and Medicine and published by National Academies Press. This book was released on 2017-05-27 with total page 575 pages. Available in PDF, EPUB and Kindle. Book excerpt: Over the past 20 years, public concerns have grown in response to the apparent rising prevalence of food allergy and related atopic conditions, such as eczema. Although evidence on the true prevalence of food allergy is complicated by insufficient or inconsistent data and studies with variable methodologies, many health care experts who care for patients agree that a real increase in food allergy has occurred and that it is unlikely to be due simply to an increase in awareness and better tools for diagnosis. Many stakeholders are concerned about these increases, including the general public, policy makers, regulatory agencies, the food industry, scientists, clinicians, and especially families of children and young people suffering from food allergy. At the present time, however, despite a mounting body of data on the prevalence, health consequences, and associated costs of food allergy, this chronic disease has not garnered the level of societal attention that it warrants. Moreover, for patients and families at risk, recommendations and guidelines have not been clear about preventing exposure or the onset of reactions or for managing this disease. Finding a Path to Safety in Food Allergy examines critical issues related to food allergy, including the prevalence and severity of food allergy and its impact on affected individuals, families, and communities; and current understanding of food allergy as a disease, and in diagnostics, treatments, prevention, and public policy. This report seeks to: clarify the nature of the disease, its causes, and its current management; highlight gaps in knowledge; encourage the implementation of management tools at many levels and among many stakeholders; and delineate a roadmap to safety for those who have, or are at risk of developing, food allergy, as well as for others in society who are responsible for public health.

Evolutionary Systems Biology

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Publisher : Springer Science & Business Media
ISBN 13 : 1461435676
Total Pages : 459 pages
Book Rating : 4.4/5 (614 download)

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Book Synopsis Evolutionary Systems Biology by : Orkun S. Soyer

Download or read book Evolutionary Systems Biology written by Orkun S. Soyer and published by Springer Science & Business Media. This book was released on 2012-07-23 with total page 459 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book aims to introduce the reader to the emerging field of Evolutionary Systems Biology, which approaches classical systems biology questions within an evolutionary framework. An evolutionary approach might allow understanding the significance of observed diversity, uncover “evolutionary design principles” and extend predictions made in model organisms to others. In addition, evolutionary systems biology can generate new insights into the adaptive landscape by combining molecular systems biology models and evolutionary simulations. This insight can enable the development of more detailed mechanistic evolutionary hypotheses.