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Systems Biology in Animal Production and Health, Vol. 1

Editat de Haja N. Kadarmideen
en Limba Engleză Paperback – 29 apr 2018
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.
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Specificații

ISBN-13: 9783319827940
ISBN-10: 3319827944
Pagini: 151
Ilustrații: XIII, 151 p. 22 illus., 20 illus. in color.
Dimensiuni: 155 x 235 mm
Greutate: 0 kg
Ediția:Softcover reprint of the original 1st ed. 2016
Editura: Springer International Publishing
Colecția Springer
Locul publicării:Cham, Switzerland

Cuprins

Detection of regulator genes and eQTLs in gene networks.- Applications of systems genetics and biology for obesity using pig models.- Merging metabolomics, genetics and genomics in livestock to dissect complex production traits.- RNA sequencing applied to livestock production.- Applications of Graphical Models in Quantitative Genetics and Genomics.- Advanced computational methods, NGS tools and software for mammalian systems biology.

Notă biografică

Prof. Dr. Haja Kadarmideen 
Faculty of Health and Medical Sciences
Department of Veterinary Clinical and Animal Sciences
Animal Breeding, Quantitative Genetics & Systems Biology
University of Copenhagen
Grønnegårdsvej 7
1870 Frederiksberg C
Denmark


Textul de pe ultima copertă

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.

Caracteristici

Covers a detailed introduction into the concepts of systems biology
Provides in-depth insights into state-of-the-art bioinformatical methods and their applications
Together with Vol 2 offers a comprehensive overview on Systems Biology in Veterinary Sciences
Includes supplementary material: sn.pub/extras