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
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