Epigenome-Wide Association Studies
Springer-Verlag New York Inc.
978-1-0716-1996-4 (ISBN)
Authoritative and cutting-edge, Epigenome- Wide Association Studies: Methods and Protocols: aims to be a useful practical guide to researches to help further their study in this field.
Quantification Methods for Methylation Levels in Illumina Arrays.- Evaluating Reliability of DNA Methylation Measurement.- Accurate measurement of DNA methylation: Challenges and Bias Correction. Using R for Cell-Type Composition Imputation in Epigenome-Wide Association Studies.- Cell Type-Specific Signal Analysis in Epigenome-Wide Association Studies.- Controlling Batch Effect in Epigenome-Wide Association Study.- DNA methylation and Atopic Diseases.- Meta-analysis for Epigenome-Wide Association Studies.- Increase the Power of Epigenome-Wide Association Testing Using ICC-Based Hypothesis Weighting.- A Review of High-dimensional Mediation Analyses in DNA Methylation Studies.- DNA Methylation Imputation across Platforms.- Workflow to mine frequent DNA Co-Methylation Clusters in DNA Methylome Data.- BCurve: Bayesian Curve Credible Bands Approach for Detection of Differentially Methylated Regions.- Predicting chronological age from DNA methylation data: A machine learning approach for small datasets and limited predictors.- Application of Correlation Pre-Filtering Neural Network to DNA Methylation Data: Biological Aging Prediction.- Differential Methylation Analysis for Bisulfite Sequencing (BS-seq) Data.
Erscheinungsdatum | 06.05.2023 |
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Reihe/Serie | Methods in Molecular Biology |
Zusatzinfo | 45 Illustrations, color; 18 Illustrations, black and white; X, 229 p. 63 illus., 45 illus. in color. |
Verlagsort | New York, NY |
Sprache | englisch |
Maße | 178 x 254 mm |
Themenwelt | Medizin / Pharmazie ► Medizinische Fachgebiete |
Studium ► 2. Studienabschnitt (Klinik) ► Humangenetik | |
Schlagworte | DNA Methylation • EWASHER • Illumina Infiniumn arrays • meQTL • whole-genome bisulfite sequencing |
ISBN-10 | 1-0716-1996-9 / 1071619969 |
ISBN-13 | 978-1-0716-1996-4 / 9781071619964 |
Zustand | Neuware |
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