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Methylation Analysis Using Microarrays: Analysis and Interpretation
- Source :
- Methods in Molecular Biology ISBN: 9781493990023
- Publication Year :
- 2019
- Publisher :
- Springer New York, 2019.
-
Abstract
- This chapter discusses analysis and interpretation of large-scale Illumina DNA methylation microarray data, used in the context of cancer studies. We outline commonly used normalization procedures and list issues to consider regarding data preprocessing. Focusing on software packages for R, we describe methods for finding features in the methylation data that are of importance for generating and testing hypotheses in cancer research, like differentially methylated positions or regions and global methylation trends.
- Subjects :
- 0301 basic medicine
Normalization (statistics)
Microarray analysis techniques
Computer science
Computational biology
Methylation
03 medical and health sciences
030104 developmental biology
0302 clinical medicine
030220 oncology & carcinogenesis
Methylation analysis
DNA methylation
Data pre-processing
Epigenetics
DNA microarray
Subjects
Details
- ISBN :
- 978-1-4939-9002-3
- ISBNs :
- 9781493990023
- Database :
- OpenAIRE
- Journal :
- Methods in Molecular Biology ISBN: 9781493990023
- Accession number :
- edsair.doi...........f9bc558b189da01755ba10f61b491111