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

Vijayalakshmi, K.; Padmavathamma, M.

Softcover

ISBN 10: 6139460727 ISBN 13: 9786139460724

Verlag: LAP LAMBERT Academic Publishing, 2019

Inhaltsangabe

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.

Über diesen Titel

Über die Autorin bzw. den Autor

Dr K. Vijaya Lakshmi is Assistant Professor in the Department of Computer Science, Sri Venkateshwara University, Tirupati. Her research interest is in the area of Data Bases, Software Engineering, Data Mining.

Details zur Ausgabe

• Verlag: LAP LAMBERT Academic Publishing
• Erscheinungsdatum: 2019
• Sprache: Englisch
• ISBN 10: 6139460727
• ISBN 13: 9786139460724
• Einband: Taschenbuch
• Anzahl der Seiten: 128
• Kontakt zum Hersteller: Nicht verfügbar
• Verantwortliche Person: Edicoes Nosso Conhecimento; customerservice@vdm-vsg.de; ; SIA; Riga; 1039; Litauen