An Approach to Find Variant Positions of TCF7L2 Gene Related to T2DM: Sri Venkateswara University, Tirupati - Couverture souple

Vijayalakshmi, K.; Padmavathamma, M.

 
9786139460724: An Approach to Find Variant Positions of TCF7L2 Gene Related to T2DM: Sri Venkateswara University, Tirupati
Couverture souple
ISBN 10 : 6139460727 ISBN 13 : 9786139460724
Editeur : LAP LAMBERT Academic Publishing, 2019

Synopsis

Large amounts of operational data are routinely collected, stored away in the archives of many domains. This operational information can be processed and utilized for further analysis by various Data mining approaches. Recently, several techniques have been developed, used for early prediction of any disease. More significantly, Diabetes is a chronic metabolic disorder which affects the metabolism process of the body to maintain the glucose. T2DM is one type of diabetes caused due to insulin disorder. In this process, first micro array experiment data is collected from NCBI repository. Then, implement the modified sparse K-means clustering, PCAGA-RFR methods for grouping of clusters and feature set reduction to identify gene most relevant to T2DM among number of genes with sequence of steps: 1. Collection of Data from Repositories; 2. Implementation of Modified Sparse K-means method to select T2DM relevant gene; 3. Implementation of Hybrid PCAGA-RFR method to select T2DM relevant gene; 4. Confirmation of TCF7L2 Gene; 5. Identifying different positional changes for rs7903146 common Variant of TCF7L2 gene.

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Éditeur
LAP LAMBERT Academic Publishing
Date d'édition
2019
Langue
anglais
ISBN 10 
6139460727
ISBN 13 
9786139460724
Reliure
Broché
Nombre de pages
128
Coordonnées du fabricant
Buchpark GmbH
https://www.buchpark.de

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