Farah Rejwana

Analysis of cold stress using Affymetrix microarrays

• Broschiertes Buch

Produktbeschreibung

Recently, there have been emerging demands to analyse the function of genes from the gene expression profiles. DNA microarray is one of the most powerful tools, which enables the expression profiling of thousands of genes simultaneously. It has also proven to be an extremely valuable tool to efficiently utilize the enormous amount of information provided by the completion of numerous genome projects. Data clustering analysis has been widely applied to extract information and also to identify groups of genes or samples displaying a similar expression profile. In this experiment we have used the Affymetrix microarray Technology which is also known as GeneChip microarray. By using this Technology I have written this work on rice gene expression. In my book I have tried to find out which genes are regulated by cold stress, the genes that are affected by cold stress. The method is based on a generalized linear model. Several statistical tests have been done for the analysis and simulated datasets are used to show that the method performs substantially better than other common methods in the field. We have also used Hierarchical Clustering method to get the pattern of the unknown gene.

Produktdetails

• Verlag: LAP Lambert Academic Publishing
• Seitenzahl: 60
• Erscheinungstermin: 16. September 2013
• Englisch
• Abmessung: 220mm x 150mm x 4mm
• Gewicht: 107g
• ISBN-13: 9783659439445
• ISBN-10: 3659439444
• Artikelnr.: 39699233

Autorenporträt

Farah Rejwana is a graduate of International University, Bangladesh. She also attended a masters degree in Bioinformatics at Chalmers University of Technology. Her academic area of interests is in DNA analysis and Gene Expression within Advanced IT. Professionally, she started her career and working at Telecom and IT Company in Sweden.