The Tropical Biominer Project: mining old sources for new drugs |
| |
Authors: | Artiguenave François Lins André Maciel Wesley Dias Junior Antonio Celso Caldeira Nacif-Coelho Carla de Souza Linhares Maria Margarida Ribeiro de Oliveira Guilherme Correa Barbosa Luis Humberto Rezende Lopes Júlio César Dias Junior Claudionor Nunes Coelho |
| |
Affiliation: | Funda??o Oswaldo Cruz, Centro de Pesquisas René Rachou, Barro Preto, Belo Horizonte, MG, Brazil., Homologix, Belo Horizonte, MG, Brazil. artiguenave@magic.fr |
| |
Abstract: | The Tropical Biominer Project is a recent initiative from the Federal University of Minas Gerais (UFMG) and the Oswaldo Cruz foundation, with the participation of the Biominas Foundation (Belo Horizonte, Minas Gerais, Brazil) and the start-up Homologix. The main objective of the project is to build a new resource for the chemogenomics research, on chemical compounds, with a strong emphasis on natural molecules. Adopted technologies include the search of information from structured, semi-structured, and non-structured documents (the last two from the web) and datamining tools in order to gather information from different sources. The database is the support for developing applications to find new potential treatments for parasitic infections by using virtual screening tools. We present here the midpoint of the project: the conception and implementation of the Tropical Biominer Database. This is a Federated Database designed to store data from different resources. Connected to the database, a web crawler is able to gather information from distinct, patented web sites and store them after automatic classification using datamining tools. Finally, we demonstrate the interest of the approach, by formulating new hypotheses on specific targets of a natural compound, violacein, using inferences from a Virtual Screening procedure. |
| |
Keywords: | |
本文献已被 PubMed 等数据库收录! |
|