Connecting rules from paired miRNA and mRNA expression data sets of HCV patients to detect both inverse and positive regulatory relationships.
Renhua SongQian LiuTao LiuJinyan LiPublished in: BMC Genom. (2015)
Keyphrases
- post transcriptional
- gene expression
- gene regulation
- gene expression data
- data sets
- microarray data
- expression profiles
- microarray
- transcription factors
- differentially expressed
- regulatory networks
- genome wide
- induction algorithms
- gene regulatory networks
- gene sets
- protein protein interactions
- systems biology
- high throughput
- microarray data analysis
- gene networks
- binding sites
- biological systems
- classification rules
- biological processes
- gene selection
- gene expression profiles
- gene function
- cell cycle
- association rules
- high dimensional data
- computational biology
- differentially expressed genes
- decision trees
- information theoretic
- signaling pathways
- dna sequences
- biological networks
- computational methods
- saccharomyces cerevisiae
- biological data
- feature selection