Title :
Role of neurotransmitter receptors in behavioral disorders - a high-throughput analysis using text mining
Author :
Musa, A.K. ; Varoglu, E. ; Taneri, B.
Author_Institution :
Dept. of Comput. Eng., Eastern Mediterranean Univ., Famagusta, Cyprus
Abstract :
Allelic variation in neurotransmitter receptors have been shown to be implicated both in behavioural variations across individuals in a given population and in various behavioural disorders. There are two aspects of synaptic neurotransmission and its implications in behavioural disorders, both of which are important in healthcare management for such conditions. Firstly, certain allelic variations lead to an increased susceptibility to certain behavioural disorders. Secondly, specific allelic variations determine the response of affected individuals to available drug treatment options. These studies are in general done on molecular level and focused on single or a few disorders at a time. In this study, we aim to approach the relationship of neurotransmitter receptors to behavioural disorders from a different perspective. We employ state-of-the-art text mining methods to put together a comprehensive database linking receptors with specific disorders. This tool will enable researchers in the field to have easy access to a large amount of neurotransmission and disease data, and analyze these conditions within a larger scope.
Keywords :
behavioural sciences; bioinformatics; data mining; diseases; drugs; genetics; medical disorders; molecular biophysics; neurophysiology; patient care; proteins; text analysis; affected individual response; behavioral disorders; comprehensive database linking receptors; disease data; drug treatment options; given population; healthcare management; high throughput analysis; molecular level; neurotransmitter receptors; specific allelic variations; synaptic neurotransmission; text mining methods; Abstracts; Biology; Databases; Diseases; Drugs; Neurotransmitters; Text mining;
Conference_Titel :
Health Informatics and Bioinformatics (HIBIT), 2011 6th International Symposium on
Conference_Location :
Izmir
Print_ISBN :
978-2-4673-4394-4
DOI :
10.1109/HIBIT.2011.6450806