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The Resource Next generation microarray bioinformatics : methods and protocols, edited by Junbai Wang, Aik Choon Tan, Tianhai Tian

Next generation microarray bioinformatics : methods and protocols, edited by Junbai Wang, Aik Choon Tan, Tianhai Tian

Label
Next generation microarray bioinformatics : methods and protocols
Title
Next generation microarray bioinformatics
Title remainder
methods and protocols
Statement of responsibility
edited by Junbai Wang, Aik Choon Tan, Tianhai Tian
Contributor
Subject
Genre
Language
eng
Summary
Recent improvements in the efficiency, quality, and cost of genome-wide sequencing have prompted biologists and biomedical researchers to move away from microarray-based technology to ultra high-throughput, massively parallel genomic sequencing (Next Generation Sequencing, NGS) technology. In Next Generation Microarray Bioinformatics: Methods and Protocols, expert researchers in the field provide techniques to bring together current computational and statistical methods to analyze and interpreting both microarray and NGS data. These methods and techniques include resources for microarray bioinformatics, microarray data analysis, microarray bioinformatics in systems biology, next generation sequencing data analysis, and emerging applications of microarray and next generation sequencing. Written in the highly successful Methods in Molecular Biology series format, the chapters include the kind of detailed description and implementation advice that is crucial for getting optimal results in the laboratory. Authoritative and practical, Next Generation Microarray Bioinformatics: Methods and Protocols seeks to aid scientists in the further study of this crucially important research into the human DNA
Member of
Cataloging source
GW5XE
Index
index present
Language note
English
Literary form
non fiction
Nature of contents
dictionaries
Series statement
Methods in molecular biology,
Series volume
802
Next generation microarray bioinformatics : methods and protocols, edited by Junbai Wang, Aik Choon Tan, Tianhai Tian
Label
Next generation microarray bioinformatics : methods and protocols, edited by Junbai Wang, Aik Choon Tan, Tianhai Tian
Link
http://libproxy.rpi.edu/login?url=http://link.springer.com/10.1007/978-1-61779-400-1
Publication
Note
Includes index
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Related Location
Related Agents
Related Authorities
Related Subjects
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Antecedent source
unknown
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Color
multicolored
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Contents
A primer on the current state of microarray technologies -- The KEGG databases and tools facilitating omics analysis: Latest developments involving human diseases and pharmaceuticals -- Strategies to explore functional genomics data sets in NCBI's GEO database -- Analyzing cancer samples with SNP arrays -- Classification approaches for microarray gene expression data analysis -- Biclustering of time series microarray data -- Using the bioconductor geneanswers package to interpret gene lists -- Analysis of isoform expression from splicing array using multiple comparisons -- Functional comparison of microarray data across multiple platforms using the method of percentage of overlapping functions -- Performance comparison of multiple microarray platforms for gene expression profiling -- Integrative approaches for microarray data analysis -- Modeling gene regulation networks using ordinary differential equations -- Nonhomogeneous dynamic bayesian networks in systems biology -- Inference of regulatory networks from microarray data with R and the bioconductor package qpgraph -- Effective non-linear methods for inferring genetic regulation from time-series microarray gene expression data -- An overview of the analysis of next generation sequencing data -- How to analyze gene expression using RNA-sequencing data -- Analyzing ChIP-seq data: Preprocessing, normalization, differential identification, and binding pattern characterization -- Identifying differential histone modification sites from ChIP-seq data -- ChIP-seq data analysis: Identification of protein-DNA binding sites with sissrs peak-finder -- Using ChIPmotifs for de novo motif discovery of OCT4 and ZNF263 based on ChIP-based high-throughput experiments -- Hidden markov models for controlling false discovery rate in genome-wide association analysis -- Employing gene set top scoring pairs to identify deregulated pathway-signatures in dilated cardiomyopathy from integrated microarray gene expression data -- JAMIE: A software tool for jointly analyzing multiple ChIP-ChIP experiments -- Epigenetic analysis: ChIP-ChIP and ChIP-seq -- BiNGS!SL-seq: A bioinformatics pipeline for the analysis and interpretation of deep sequencing genome-wide synthetic lethal screen
http://library.link/vocab/cover_art
https://contentcafe2.btol.com/ContentCafe/Jacket.aspx?Return=1&Type=S&Value=9781617794001&userID=ebsco-test&password=ebsco-test
Dimensions
unknown
http://library.link/vocab/discovery_link
{'f': 'http://opac.lib.rpi.edu/record=b3357713'}
Extent
1 online resource (xvi, 401 pages).
File format
unknown
Form of item
online
Isbn
9781617794001
Lccn
2011943561
Level of compression
unknown
Media category
computer
Media MARC source
rdamedia
Media type code
c
Quality assurance targets
not applicable
Reformatting quality
unknown
Sound
unknown sound
Specific material designation
remote

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