ENGLISH

Microarray Data Analysis: Methods and Applications

By Pietro Hiram Guzzi

Book information

Publisher
Humana Press
Year
2016
ISBN
1493931725, 9781493931729
DOI
10.1007/978-1-4939-3173-6
ISSN
1064-3745
LCC
2016932899
Language
english
Format
PDF
Filesize
5 MB (5359848 bytes)
Series
Methods in Molecular Biology 1375
Edition
2
Pages
xii+226\239
Topic
Biology Molecular
Orientation
yes
Paginated
yes
Scanned
portrait
Time added
2016-02-28 21:00:30
Bioinformatics

Description

This volume covers a large area, from the description of methodologies for data analysis to the real application. Chapters focus on methodologies for preprocessing of microarray data, a survey of miRNA Data analysis, Cloud-based approaches, application of data mining techniques for data analysis, biclustering to query different datasets, web-based tool to analyze the evolution of miRNA clusters, application of biclustering to mine patterns of co-regulated genes ontologies, microarray and proteomic Data, Gene Regulatory Network Inference, Gene Regulatory Network methods, analysis of Mouse data for metabolomics studies, analysis of microRNA data in Multiple Myeloma, microarray data analysis in Gliobastomas, and microRNA data in Cardiogenesis.Written for the Methods in Molecular Biology series, chapters include introductions to their respective topics, lists of the necessary materials and reagents, step-by-step, readily reproducible laboratory protocols, and tips on troubleshooting and avoiding known pitfalls. Authoritative and practical, Microarray Data Analysis: Methods and Applications, Second Edition aims to ensure successful results in the further study of this vital field.

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