Genome-Wide Association Studies

Inbunden, Engelska, 2022

Del 2481 i serien Methods in Molecular Biology

2 433 kr

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Beskrivning

The book describes the key concepts and methods underlying GWAS, including the genetic architecture underlying variation for phenotypic traits, the structure of genetic variation in plants, technologies for capturing genetic information, study designs, and the statistical models and bioinformatics tools used for data analysis.

Produktinformation

Utgivningsdatum:2022-06-01
Mått:178 x 254 x 29 mm
Vikt:906 g
Format:Inbunden
Språk:Engelska
Serie:Methods in Molecular Biology
Antal sidor:371
Förlag:Springer-Verlag New York Inc.
ISBN:9781071622360

Utforska kategorier

Växtböcker inom Djur och Natur
Botanik inom Naturvetenskap och teknik
Biovetenskap inom Naturvetenskap och teknik

Innehållsförteckning

Designing a Genome-Wide Association Study: Main Steps and Critical Decisions.- Preparation and Curation of Phenotypic Datasets.- Genotyping Platforms for Genome-Wide Association Studies: Options and Practical Considerations.- Genome-Wide Association Study Statistical Models: A Review.- Interpretation of Manhattan Plots and Other Outputs of Genome-Wide Association Studies.- Preparation and Curation of Multi-Year, Multi-Location, Multi-Trait Datasets.- Development, Preparation, and Curation of High-Throughput Phenotypic Data for Genome-Wide Association Studies: A Sample Pipeline in R.- Preparation and Curation of Omics Data for Genome-Wide Association Studies.- Producing High-Quality Single Nucleotide Polymorphism Data for Genome-Wide Association Studies.- A Practical Guide to Using Structural Variants for Genome-Wide Association Studies.- Data Integration, Imputation, and Meta-Analysis for Genome-Wide Association Studies.- Population Structure and Relatedness for Genome-Wide AssociationStudies.- Performing Genome-Wide Association Studies with Multiple Models Using GAPIT.- Performing Genome-Wide Association Studies Using rMVP.- Identification and Validation of Candidate Genes from Genome-Wide Association Studies.- Biparental Crossing and QTL Mapping for Genome-Wide Association Studies Validation.- Development of Breeder Friendly KASP Markers from Genome-Wide Association Studies Results.- Mapping Major Disease Resistance Genes in Soybean by Genome-Wide Association Studies.- GWAS Case Studies in Wheat.- Plant Microbiome-Based Genome-Wide Association Studies.