Identifying direct miRNA-mRNA causal regulatory relationships in heterogeneous data.
Junpeng ZhangThuc Duy LeLin LiuBing LiuJianfeng HeGregory J. GoodallJiuyong LiPublished in: J. Biomed. Informatics (2014)
Keyphrases
- heterogeneous data
- post transcriptional
- gene expression
- gene regulation
- regulatory networks
- genome wide
- causal relationships
- transcription factors
- binding sites
- microarray data
- differentially expressed
- gene function
- data integration
- gene regulatory networks
- microarray
- gene expression data
- high throughput
- data management
- databases
- metadata
- complex data
- signaling pathways
- data sources
- systems biology
- gene ontology
- computational methods
- secondary structure
- expression profiles
- biological processes
- gene selection
- dna sequences
- component analysis
- computational biology
- search engine
- sequence data
- biological data
- human genome
- high dimensional data
- co occurrence
- machine learning
- network model
- protein sequences
- gene expression profiles
- web data
- gene networks
- data warehouse
- database systems