Screening genome-wide DNA methylation CpG sites via training and testing data utilizing surrogate variables.
Meredith RayXin TongHongmei ZhangWilfried KarmausPublished in: BMC Bioinform. (2014)
Keyphrases
- genome wide
- high throughput
- human genome
- training and testing data
- microarray technology
- high throughput sequencing
- dna binding
- dna sequences
- microarray
- dna copy number
- sample selection bias
- cis regulatory
- gene expression
- biological data
- variable selection
- transcription factors
- low cost
- training data
- single nucleotide polymorphisms
- systems biology
- gene expression data
- alternative splicing
- text mining
- real time