DocumentCode :
2925654
Title :
Define a function on gene order of DNA microarray data and use it to identify genes associated with Alzheimer´s disease
Author :
Hu, Ben-Qiong ; Shuai, Pei ; Shan, Zheng-chao ; Pang, Chao-Yang
Author_Institution :
Coll. of Manage. Sci., Chengdu Univ. of Technol., Chengdu, China
fYear :
2011
fDate :
8-10 Nov. 2011
Firstpage :
836
Lastpage :
839
Abstract :
Alzheimer´s disease (AD) is the most ordinary kind of dementia. Identifying genes associated with AD is a new topic, and the key is to design algorithm to search AD genes. Gene order is a permutation of genes in which similar genes are ordered together. In this paper, a function is defined on gene order, and function value measures the similarity degree between a gene and its neighbors. Through the function value, the neighbors of a gene can be identified. The genes keeping as neighbor of AD gene (APOE, presenilins 1 or 2) at any stage (control, incipient, moderate, severe) are identified as the candidate of the gene associated with AD, where AD gene has been proved acting risk factor of AD. Experiment results of this paper have been proved some genes associated with AD.
Keywords :
DNA; data handling; diseases; genetics; medical computing; risk analysis; AD gene; Alzheimer disease; DNA microarray data; dementia; gene order; gene permutation; risk factor; Alzheimer´s disease; DNA; Gene expression; Heating; Vectors; APOE (presenilins 1 or 2); Alzheimer´s Disease; Gene Expression; Gene Order;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Granular Computing (GrC), 2011 IEEE International Conference on
Conference_Location :
Kaohsiung
Print_ISBN :
978-1-4577-0372-0
Type :
conf
DOI :
10.1109/GRC.2011.6122708
Filename :
6122708
Link To Document :
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