DNA Microarrays and Gene Expression - From Experiments to Data Analysis and Modeling
Preface 1. A brief history of genomics 2. DNA array formats 3. DNA array readout methods 4. Gene expression profiling experiments: problems, pitfalls and solutions 5. Statistical analysis of array data: inferring changes 6. Statistical analysis of array data: dimensionality reduction, clustering, and regulatory regions 7. Survey of current DNA array applications 8. Systems biology: overview of regulatory, metabolic and signaling networks.