MicroRNA target prediction
The current edition of miRBase, version 16, lists more than 17000 microRNAs. Clearly, a challenge ahead will be to identify the targets of all these small RNAs. Since each microRNA can target several mRNA sequences, this will be a daunting task and will require the aid of computational target prediction tools. However, most traditional bioinformatics tools require longer sequences than the ~20 nucleotides offered by microRNAs. In addition, microRNAs are only partially complementary to their mRNA target sequences, which makes identifying them even more difficult. Nevertheless, a number of algorithms have been developed which can be used for microRNA target prediction (Table 1).
Table 1. MicroRNA target prediction tools.
| Method |
Type of Method |
Ref |
Method Availability |
Data availability |
Resource |
| Stark et. al |
Complementary |
(Stark et. al., 2003) |
Online search |
Yes |
http://www.russell.embl.de/miRNAs |
| miRanda |
Complementary |
(John et al., 2004) |
Download |
Yes |
http://www.microrna.org |
miRanda MiRBase |
Complementary |
(Enright et al., 2003) |
Online search |
Yes |
http://microrna.sanger.ac.uk |
| miRWalk |
- |
- |
Online search |
Yes |
http://www.umm.uni-heidelberg.de/apps/zmf/mirwalk/index.html |
| Target Scan |
Seed Complementary |
(Lewis et al., 2005) |
Online search |
Yes |
http://www.targetscan.org |
DIANA microT |
Thermodynamics |
(Kirakidou et al., 2004) |
Download |
Yes |
http://diana.cslab.ece.ntua.gr/ |
| PicTar |
Thermodynamics |
(Krek et al., 2005) |
N/A |
Yes |
http://pictar.mdc-berlin.de/ |
| RNAHybrid |
Thermodynamics & Statistical model |
(Rehmsmeier et al., 2004) |
Download |
Yes |
http://bibiserv.techfak.uni-bielefeld.de/rnahybrid |
| miRGen++ |
Baynesian Inference |
(Huang et al., 2007b) |
Mathlab Code |
Yes |
http://www.psi.toronto.edu/genmir |
| MiTarget |
Support Vector Machine |
(Kim et al. 2006) |
Online search |
Yes |
http://cbit.snu.ac.kr/~miTarget |
| MiRtaget2 |
Support Vector Machine |
(Wang and El Naqa, 2008) |
Online search |
Yes |
http://mirdb.org |
| TarBase |
Experimentally Validated Targets |
(Sethupathy et al., 2006) |
N/A |
Yes |
http://diana.cslab.ece.ntua.gr/tarbase/ |