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Resolution: standard / high Figure 1.
The DIANA-microT 3.0 algorithm. (a) A schematic overview of the algorithm. The miRNA driver sequence is mapped onto
a 9 nt length window that slides along the 3'UTR sequence. The binding category of
the driver:MRE interaction is defined by the number of binding nucleotides between
the two sequences. G:U wobble pairs or less than 7 consecutive WC matches are only
allowed if the free binding energy of the miRNA:MRE heteroduplex is under a binding
category specific threshold (lower free binding energy corresponds to stronger binding).
MREs are scored according to their binding category and degree of conservation in
other species. The final miTG score is the weighted sum of all MREs on the miTG. (b)
The top sequence (MRE) is part of the 3'UTR of a gene. The nine nucleotide region
near the 5'end of the miRNA is called the driver sequence of the miRNA (shown in red).
Sequences on the MRE, corresponding to positions 1-6, 2-7 and 3-8 from the miRNA 5'end
are called anti-seed 1, anti-seed 2 and anti-seed 3 respectively. (c) An example of
the miTG score calculation. The top line represents the 3'UTR sequence of a human
gene containing three MREs with different conservation levels. Individual MRE scores
are calculated depending on the degree of conservation of the MRE, and multiplied
by a weight depending on the MRE binding category. The sum of all weighted MRE scores
defines the final miTG score.
Maragkakis et al. BMC Bioinformatics 2009 10:295 doi:10.1186/1471-2105-10-295 |