- Total number of miRNA sequence used : 2042
- mRNA transcripts are taken from UCSC Genome Browser Hg19
- Average number of binding sites per mRNA target : 2.165
- Average number of 6-mer site per miRNA-mRNA target pair : 1.59
- Average number of 7-mer-A1 site per miRNA-mRNA target pair : 0.242
- Average number of 7-mer-M8 site per miRNA-mRNA target pair : 0.234
- Average number of 8-mer site per miRNA-mRNA target pair : 0.096
Executable
Download Instructions:
- Download the MBStar package.
- Unzip and extract all its files.
- Go to MBStar directory. Type 'chmod +x MBStar' and 'chmod +x MIL-Forest'.
- Type: ./MBStar -test < filename > -3utr < filename > -mir < filename > to execute MBStar.
Usage:
- Type: ./MBStar --help to see its usage.
- hg19_3utr.txt: Human 3'UTR database file.
- mirbase_hsa_latest.txt: MicroRNA sequence file.
- positive_train_instance_index: An index file to train the classifier.
- negative_train_instance_index: An index file to train the classifier.
- positive_train40: Data file for training the classifier.
- negative_train40: Data file for training the classifier.
- config.conf: Configuration file for classifier.
- MBStar_example.txt: Some example interactions for MBStar.
- col1: miRNA Name
- col2: mRNA Name
- col3: Binding sites with flanking regions
- col4: miRNA Sequence
- col5: Site type
- col6: Binding position
Parameters:
test file: A Tab delimited two columns input file. First column contains the miRNA name (ex: >hsa-miR-155-5p) and the second column contains the Refseq id (ex: NM_182715) of mRNA. The last line of file should end with a '>'.3utr file: A fasta format file containing the 3'UTR sequences.
mir file: A fasta format file containing the miRNA sequences.
Download zip file contains:
./MBStar -test MBStar_example.txt -3utr hg19_3utr.txt -mir mirbase_hsa_latest.txt
The result is saved in the file named: MBStar_predicted_binding_sites.txt