eQTL Analysis

Methods and Protocols

Häftad, Engelska, 2021

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This volume details state-of-art eQTL analysis, where interdisciplinary researchers are provided both theoretical and practical guidance to eQTL analysis and interpretation.

Produktinformation

Utgivningsdatum2021-01-19
Mått178 x 254 x 15 mm
Vikt503 g
FormatHäftad
SpråkEngelska
SerieMethods in Molecular Biology
Antal sidor252
FörlagSpringer-Verlag New York Inc.
ISBN9781071600283

Tillhör följande kategorier

Introductory Methods for eQTL Analyses.- Performing QTL and eQTL Analyses with the R-package GenomicTools.- eQTL Mapping using Transcription Factor Affinity.- Identification and Quantification of Splicing Quantitative Trait Loci.- Genome-wide Composite Interval Mapping (GCIM) of Expressional Quantitative Trait Loci in Backcross Population.- Combining eQTL and SNP Annotation Data to Identify Functional Noncoding SNPs in GWAS Trait-associated Regions.- Statistical and Machine Learning Methods for eQTL Analysis.- Sparse Regression Models for Unraveling Group and Individual Associations in eQTL Mapping.- Exploring Bayesian Approaches to eQTL Mapping through Probabilistic Programming.- High-order Association Mapping for Expression Quantitative Trait Loci.- Integration of Multi-omics Data for Expression Quantitative Trait Loci (eQTL) Analysis and eQTL Epistasis.- Sparse Partial Least Squares Methods for Joint Modular Pattern Discovery.- Expression Quantitative Trait Loci (eQTL) Analysis in Cancer.- QTL Analysis Beyond eQTLs.- Quantitative Trait Loci (QTL) Mapping.- Expression Quantitative Trait Loci Analysis in Multiple Tissues.- Tissue Specific eQTL in Zebrafish.