 |
|
General description |
|
Computational gene finding obtains increasing concerns in the
metagenomic sequencing projects. Accurate prediction of gene on both
5'-end and 3'-end is important for experimental identification of
purified protein products, as well as predictions of promoter and operon.
However almost all of the current algorithms are inapplicable to
accurately locate the translation initiation sites (TISs) of protein coding genes; they are usually
demonstrated a poor performance on experimentally verified gene data. To
address this problem, we provide
MetaTISA, a tool that post-processes predictions from
gene-finders for metagenome with an aim to improve the
prediction of TISs.
At this moment, it provides option for MetaGene (Noguchi et al.,
2006, 2008) and will extend
to other gene finders in later developments.
To facilitate the study of diversity of translation mechanisms among
different environments, we provide a matlab
script to visualize the positional
weight matrix generated for each binned cluster.
|
|
Access |
|
Online Prediction
Download stand-alone MetaTISA (Linux/Windows).
|
| Related resources |
|
A webserver for TIS prediction in complete microbial genomes TiCo
A database for TIS annotation for microbial genomes
ProTISA
|
| Please Cite |
|
Gang-Qing Hu, Jiang-Tao Guo, Yong-Chu Liu,
and Huaiqiu Zhu. MetaTISA: Metagenomic Translation
Initiation Site Annotator for improving gene start prediction.
Bioinformatics 2009,25(14):1843-1845. |
|
References |
- Hu, G.-Q., Zheng, X.-B., Zhu, H. and She, Z.S (2009) Prediction of translation
initiation site for microbial genomes with TriTISA. Bioinformatics,
25(1): 123-125.
- Hoff, K.J., Tech, M., Lingner, T., Daniel, R., Morgenstern, B.
and Meinicke, P. (2008) Gene prediction in metagenomic fragments: a
large scale machine learning approach. BMC Bioinformatics,
9: 217.
- Noguchi, H., Taniguchi, T. and Itoh, T., (2008)
MetaGeneAnnotator: Detecting species-specific patterns of ribosomal
biding site for precise gene prediction in anonymous prokaryotic and
phage genomes. DNA Res., 15: 387-396.
- Noguchi, H., Park, J. and Takagi, T. (2006) MetaGene:
prokaryotic gene finding from
environmental genome shotgun sequences. Nucleic Acids Res.,
34:5623-5630.
- Sandberg, R,, Winberg, G., Branden, C.-I., Kaske, A., Ernberg, I.
and Coster, J. (2001) Capturing
whole-genome characteristics in short sequences using a Naive
Bayesian classifier. Genome Res.
11:1404¨C1409.
|
|