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Henckel, Kolja: Development of a software infrastructure to mine GeneChip expression data and to combine datasets from different Medicago truncatula expression profiling [...]. 2010
Inhalt
Introduction
Motivation
Goals
Structure of the thesis
Background
cDNA analysis
cDNA library creation & EST generation
Expression analysis using pyrosequencing
Computer aided analysis of sequence datasets (ESTs)
cDNA expression analysis
Microarray gene expression analysis
Oligonucleotide microarrays
Affymetrix GeneChip1® microarrays
Methods of microarray gene expression analysis
Standards for microarray expression datasets
Data warehousing
Existing systems
Computer applications for the analysis of EST datasets
Microarray analysis software
Data warehouses
Combination of different gene expression analysis methods
System Design
Extension of EMMA2 to store and analyze Affymetrix GeneChip1® expression datasets
TRUNCATULIX - a data warehouse for the legume community
MediPlEx - a tool to combine in silico & experimental gene expression values of the model legume Medicago truncatula
Gene selection
Selection of microarray expression datasets
Clustering of expression datasets
Visualization of results
Implementation
Extension of EMMA2 to store and analyze Affymetrix GeneChip1® expression datasets.
TRUNCATULIX
MediPlEx
Gene selection
Selection of microarray expression datasets
Clustering of expression datasets
Visualization of results
Results
Affymetrix GeneChip1® analysis using EMMA2
TRUNCATULIX
MediPlEx
Summary, discussion and outlook
Summary
Discussion and outlook
API documentation
MediPlEx preselections of the EST libraries
DFCI preselections
MediPlEx preselections
MediPlEx preselection subsets
TRUNCATULIX Perl API
Results
TRUNCATULIX complete result table
MediPlEx complete result talbe