Genetic Data Analysis for Plant and Animal Breeding

Genetic Data Analysis for Plant and Animal Breeding
Author: Fikret Isik
Publisher: Springer
Total Pages: 409
Release: 2017-09-09
Genre: Science
ISBN: 3319551779

This book fills the gap between textbooks of quantitative genetic theory, and software manuals that provide details on analytical methods but little context or perspective on which methods may be most appropriate for a particular application. Accordingly this book is composed of two sections. The first section (Chapters 1 to 8) covers topics of classical phenotypic data analysis for prediction of breeding values in animal and plant breeding programs. In the second section (Chapters 9 to 13) we provide the concept and overall review of available tools for using DNA markers for predictions of genetic merits in breeding populations. With advances in DNA sequencing technologies, genomic data, especially single nucleotide polymorphism (SNP) markers, have become available for animal and plant breeding programs in recent years. Analysis of DNA markers for prediction of genetic merit is a relatively new and active research area. The algorithms and software to implement these algorithms are changing rapidly. This section represents state-of-the-art knowledge on the tools and technologies available for genetic analysis of plants and animals. However, readers should be aware that the methods or statistical packages covered here may not be available or they might be out of date in a few years. Ultimately the book is intended for professional breeders interested in utilizing these tools and approaches in their breeding programs. Lastly, we anticipate the usage of this volume for advanced level graduate courses in agricultural and breeding courses.

Advances in Animal Genomics

Advances in Animal Genomics
Author: Sukanta Mondal
Publisher: Academic Press
Total Pages: 340
Release: 2020-11-25
Genre: Science
ISBN: 0128206128

Advances in Animal Genomics provides an outstanding collection of integrated strategies involving traditional and modern - omics (structural, functional, comparative and epigenomics) approaches and genomics-assisted breeding methods which animal biotechnologists can utilize to dissect and decode the molecular and gene regulatory networks involved in the complex quantitative yield and stress tolerance traits in livestock. Written by international experts on animal genomics, this book explores the recent advances in high-throughput, next-generation whole genome and transcriptome sequencing, array-based genotyping, and modern bioinformatics approaches which have enabled to produce huge genomic and transcriptomic resources globally on a genome-wide scale. This book is an important resource for researchers, students, educators and professionals in agriculture, veterinary and biotechnology sciences that enables them to solve problems regarding sustainable development with the help of current innovative biotechnologies. - Integrates basic and advanced concepts of animal biotechnology and presents future developments - Describes current high-throughput next-generation whole genome and transcriptome sequencing, array-based genotyping, and modern bioinformatics approaches for sustainable livestock production - Illustrates integrated strategies to dissect and decode the molecular and gene regulatory networks involved in complex quantitative yield and stress tolerance traits in livestock - Ensures readers will gain a strong grasp of biotechnology for sustainable livestock production with its well-illustrated discussion

Quantitative Trait Loci Analysis in Animals

Quantitative Trait Loci Analysis in Animals
Author: Joel Ira Weller
Publisher: CABI
Total Pages: 288
Release: 2009
Genre: Technology & Engineering
ISBN: 1845937341

Quantitative Trait Loci (QTL) is a topic of major agricultural significance for efficient livestock production. This book covers various statistical methods that have been used or proposed for detection and analysis of QTL and marker-and gene-assisted selection in animal genetics and breeding.

Genetic Improvement of Farmed Animals

Genetic Improvement of Farmed Animals
Author: Geoff Simm
Publisher: CABI
Total Pages: 505
Release: 2020-11-26
Genre: Medical
ISBN: 1789241723

Genetic Improvement of Farmed Animals provides a thorough grounding in the basic sciences underpinning farmed animal breeding. Relating science to practical application, it covers all the major farmed animal species: cattle, sheep, goats, poultry, pigs and aquaculture species.

Molecular and Quantitative Animal Genetics

Molecular and Quantitative Animal Genetics
Author: Hasan Khatib
Publisher: John Wiley & Sons
Total Pages: 336
Release: 2015-03-02
Genre: Science
ISBN: 1118677404

Animal genetics is a foundational discipline in the fields of animal science, animal breeding, and veterinary sciences. While genetics underpins the healthy development and breeding of all living organisms, this is especially true in domestic animals, specifically with respect to breeding for key traits. Molecular and Quantitative Animal Genetics is a new textbook that takes an innovative approach, looking at both quantitative and molecular breeding approaches. The bookprovides a comprehensive introduction to genetic principles and their applications in animal breeding. This text provides a useful overview for those new to the field of animal genetics and breeding, covering a diverse array of topics ranging from population and quantitative genetics to epigenetics and biotechnology. Molecular and Quantitative Animal Genetics will be an important and invaluable educational resource for undergraduate and graduate students and animal agriculture professionals. Divided into six sections pairing fundamental principles with useful applications, the book's comprehensive coverage will make it an ideal fit for students studying animal breeding and genetics at any level.

Quantitative Genetics in the Wild

Quantitative Genetics in the Wild
Author: Anne Charmantier
Publisher: Oxford University Press
Total Pages: 293
Release: 2014
Genre: Medical
ISBN: 019967423X

This book gathers the expertise of 30 evolutionary biologists from around the globe to highlight how applying the field of quantitative genetics - the analysis of the genetic basis of complex traits - aids in the study of wild populations.

Quantitative Genetics

Quantitative Genetics
Author: Armando Caballero
Publisher: Cambridge University Press
Total Pages: 343
Release: 2020-04-23
Genre: Mathematics
ISBN: 1108481418

An up-to-date, accessible guide to the main concepts and applications of quantitative genetics.

Advances in Statistical Methods for Genetic Improvement of Livestock

Advances in Statistical Methods for Genetic Improvement of Livestock
Author: Daniel Gianola
Publisher: Springer Science & Business Media
Total Pages: 554
Release: 2012-12-06
Genre: Technology & Engineering
ISBN: 3642744877

Developments in statistics and computing as well as their application to genetic improvement of livestock gained momentum over the last 20 years. This text reviews and consolidates the statistical foundations of animal breeding. This text will prove useful as a reference source to animal breeders, quantitative geneticists and statisticians working in these areas. It will also serve as a text in graduate courses in animal breeding methodology with prerequisite courses in linear models, statistical inference and quantitative genetics.