Cover image for Omics in Plant Breeding.
Omics in Plant Breeding.
Title:
Omics in Plant Breeding.
Author:
Borém, Aluízio.
ISBN:
9781118821053
Personal Author:
Edition:
1st ed.
Physical Description:
1 online resource (280 pages)
Contents:
Cover -- Title Page -- Copyright -- Contents -- List of Contributors -- Foreword -- Chapter 1 Omics: Opening up the "Black Box" of the Phenotype -- The Post-Genomics Era -- The Omics in Plant Breeding -- Genomics, Precision Genomics, and RNA Interference -- Transcriptomics and Proteomics -- Metabolomics and Physiognomics -- Phenomics -- Bioinformatics -- Prospects -- References -- Chapter 2 Genomics -- The Rise of Genomics -- DNA Sequencing -- Development of Sequence-based Markers -- Genetic Mapping -- Association Mapping -- Genome Wide Selection (GWS) -- Comparative Genomics -- Structural and Comparative Genomics -- Applications of Genomics in Plant Breeding -- References -- Chapter 3 Transcriptomics -- Methods of Studying the Transcriptome -- Construction of cDNA Libraries for EST Sequencing -- Suppression Subtractive Hybridization (SSH) -- Serial Analysis of Gene Expression (SAGE) -- Microarrays -- RNA-seq -- Applications of Transcriptomics Approaches for Crop Breeding -- Conclusions and Future Prospects -- Acknowledgements -- References -- Chapter 4 Proteomics -- History -- Different Methods for the Extraction of Total Proteins -- Importance of High-quality Protein Extracts -- Extraction with TCA/Acetone -- Phenolic Extraction -- Extraction with Phenol and Precipitation with TCA/Acetone -- Protein Extraction: Removal of Ribulose-1,5-Bisphosphate Carboxylase/Oxygenase (RuBisCO) -- Subcellular Proteomics -- Post-Translational Modifications -- Phosphorylation -- Quantitative Proteomics -- Quantification with Isotope Labeling of Proteins and Peptides -- Label-free Quantification -- Perspectives -- References -- Chapter 5 Metabolomics -- Introduction -- Metabolomic and Biochemical Molecules -- Technologies for Metabolomics -- Metabolomic Database Analysis -- Metabolomics Applications.

Metabolomics-assisted Plant Breeding -- Plant Breeding for Quality Metabolic Compounds -- Metabolites QTLs (mQTLs) Expression -- Simple Studies on the Yield Components -- Studies of Multiple Character Production -- Associative Genome Mapping and mQTL Profiles -- Large-scale Phenotyping Using Metabolomics -- Conclusion and Outlook -- References -- Chapter 6 Physionomics -- Introduction -- Early Studies on Plant Physiology and the Discovery of Photosynthesis -- Biochemical Approaches to Plant Physiology and the Discovery of Plant Hormones -- Genetic Approaches to Plant Physiology and the Discovery of Hormone Signal Transduction Pathways -- Alternative Genetic Models for Omics Approaches in Plant Physiology -- "Physionomics" as an Integrator of Various Omics for Functional Studies and Plant Breeding -- Acknowledgements -- References -- Chapter 7 Phenomics -- Introduction -- Examples of Large-scale Phenotyping -- Important Aspects for Phenomics Implementation -- Sampling versus Controlling Environmental Variation -- Storage and Data Management -- Statistical Analysis of Data -- Main Breeding Applications -- Germplasm Characterization -- Genomic Selection (GS) -- QTL Identification -- Final Considerations -- References -- Chapter 8 Electrophoresis, Chromatography, and Mass Spectrometry -- Introduction -- Two-dimensional Electrophoresis (2DE) -- Chromatography -- Liquid Chromatography -- Gas Chromatography -- Mass Spectrometry -- Ionization Sources -- Analyzers and Detectors -- Hybrid Analyzers: Quadrupole endash Time-of-Flight -- Ion Detectors -- Data Analysis -- References -- Chapter 9 Bioinformatics -- Introduction -- The "Omics" Megadata and Bioinformatics -- Hardware for Modern Bioinformatics -- Software for Genomic Sequencing -- Software for Contig Assembling -- Assembly Using the Graph Theory.

New Approaches in Bioinformatics for DNA and RNA Sequencing -- Databases, Identification of Homologous Sequences and Functional Annotation -- Annotation of a Complete Genome -- Computational System with Chained Tasks Manager (Workflow) -- Applications for Studies in Plants -- Final Considerations -- References -- Chapter 10 Precision Genetic Engineering -- Introduction -- Zinc Finger Nucleases (ZFNs) -- Transcription Activator-like Effector Nucleases (TALENs) -- Meganucleases (LHEs: LAGLIDADG Homing Endonucleases) -- Clustered Regularly Interspaced Short Palindromic Repeats (CRISPR) -- Implications and Perspectives of the use of PGE in Plant Breeding -- References -- Chapter 11 RNA Interference -- Introduction -- Discovery of RNAi -- Mechanism of RNA Interference -- Applications in Plant Breeding: Naturally Occurring Gene Silencing and Modification by Genetic Engineering -- Resistance to Viruses -- Host-induced Gene Silencing -- Insect and Disease Control -- Improving Nutritional Values -- Secondary Metabolites -- Perspectives -- References -- Index -- Supplemental Images.
Abstract:
Computational and high-throughput methods, such as genomics, proteomics, and transcriptomics, known collectively as "-omics," have been used to study plant biology for well over a decade now. As these technologies mature, plant and crop scientists have started using these methods to improve crop varieties. Omics in Plant Breeding provides a timely introduction to key omicsbased methods and their application in plant breeding. Omics in Plant Breeding is a practical and accessible overview of specific omics-based methods ranging from metabolomics to phenomics. Covering a single methodology within each chapter, this book provides thorough coverage that ensures a strong understanding of each methodology both in its application to, and improvement of, plant breeding. Accessible to advanced students, researchers, and professionals, Omics in Plant Breeding will be an essential entry point into this innovative and exciting field. A valuable overview of high-throughput, genomics-based technologies and their applications to plant breeding Each chapter explores a single methodology, allowing for detailed and thorough coverage Coverage ranges from well-established methodologies, such as genomics and proteomics, to emerging technologies, including phenomics and physionomics Aluízio Borém is a Professor of Plant Breeding at the University of Viçosa in Brazil. Roberto Fritsche-Neto is a Professor of Genetics and Plant Breeding at the University of São Paulo in Brazil.
Local Note:
Electronic reproduction. Ann Arbor, Michigan : ProQuest Ebook Central, 2017. Available via World Wide Web. Access may be limited to ProQuest Ebook Central affiliated libraries.
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