Abstract
Recent advances in DNA microarray technology have great impact on many areas of biomedical research and pharmacogenomics: discovering novel targets and genes, elucidating signatures of complex diseases, transcriptional profiling of models for diseases, and the development of individually optimized drugs based on differential gene expression patterns. Consequently, there is demand for robust methods for data analysis and the choice of adequate statistical tests. This review guides through all steps in the cDNA microarray data analysis pipeline and gives a basic understanding of the challenges in interpreting large microarray datasets.
Keywords: microarray, analysis, statistics, normalization, clustering
Current Topics in Medicinal Chemistry
Title: Analysis of DNA Microarray Data
Volume: 4 Issue: 13
Author(s): Hubert Hackl, Fatima Sanchez Cabo, Alexander Sturn, Olaf Wolkenhauer and Zlatko Trajanoski
Affiliation:
Keywords: microarray, analysis, statistics, normalization, clustering
Abstract: Recent advances in DNA microarray technology have great impact on many areas of biomedical research and pharmacogenomics: discovering novel targets and genes, elucidating signatures of complex diseases, transcriptional profiling of models for diseases, and the development of individually optimized drugs based on differential gene expression patterns. Consequently, there is demand for robust methods for data analysis and the choice of adequate statistical tests. This review guides through all steps in the cDNA microarray data analysis pipeline and gives a basic understanding of the challenges in interpreting large microarray datasets.
Export Options
About this article
Cite this article as:
Hackl Hubert, Cabo Sanchez Fatima, Sturn Alexander, Wolkenhauer Olaf and Trajanoski Zlatko, Analysis of DNA Microarray Data, Current Topics in Medicinal Chemistry 2004; 4 (13) . https://dx.doi.org/10.2174/1568026043387773
DOI https://dx.doi.org/10.2174/1568026043387773 |
Print ISSN 1568-0266 |
Publisher Name Bentham Science Publisher |
Online ISSN 1873-4294 |
- Author Guidelines
- Graphical Abstracts
- Fabricating and Stating False Information
- Research Misconduct
- Post Publication Discussions and Corrections
- Publishing Ethics and Rectitude
- Increase Visibility of Your Article
- Archiving Policies
- Peer Review Workflow
- Order Your Article Before Print
- Promote Your Article
- Manuscript Transfer Facility
- Editorial Policies
- Allegations from Whistleblowers
- Announcements
Related Articles
-
Drug Metabolism and Transport Under Hypoxia
Current Drug Metabolism Understanding and Applying Personalized Therapeutics at Systems Level:Role for Translational Bioinformatics
Current Pharmacogenomics and Personalized Medicine Lipoxygenase (LOX) Pathway: A Promising Target to Combat Cancer
Current Pharmaceutical Design Recent Advances in Carbon Nanotubes as Delivery Systems for Anticancer Drugs
Current Medicinal Chemistry Editorial [Hot Topic: Targeting the IGF-I Receptor Signaling Pathway:Implications for Human Cancer Therapy (Executive Editors: A. Ciampolillo and F. Giorgino) ]
Current Pharmaceutical Design MicroRNA and HER2-overexpressing Cancer
MicroRNA The Antimalarial Drug Pyronaridine Inhibits Topoisomerase II in Breast Cancer Cells and Hinders Tumor Progression In Vivo
Clinical Cancer Drugs Strategy of Computer-Aided Drug Design
Current Drug Targets - Infectious Disorders Aptamer-Mediated Polymeric Vehicles for Enhanced Cell-Targeted Drug Delivery
Current Drug Targets Evidence for a Putative Relationship Between Type 2 Diabetes and Neoplasia with Particular Reference to Breast Cancer: Role of Hormones, Growth Factors and Specific Receptors
Current Drug Targets - Immune, Endocrine & Metabolic Disorders Advances in Photodynamic Therapy of Cancer
Current Cancer Therapy Reviews Salient Structural Features of Human Lemur Tyrosine Kinase 3 (LMTK3) Domain from Molecular Dynamics Simulation Study
Current Biotechnology Molecular Evidence of Cryptotanshinone for Treatment and Prevention of Human Cancer
Anti-Cancer Agents in Medicinal Chemistry Cell Bystander Effect Induced by Radiofrequency Electromagnetic Fields and Magnetic Nanoparticles
Current Nanoscience Research and Development in Betulin and Betulinic Acid Derived Triterpenoids
Mini-Reviews in Organic Chemistry Circulating Tumor Cells (CTCs) as a Liquid Biopsy Material and Drug Target
Current Drug Targets The Role of Fibroblast Growth Factors in Tumor Growth
Current Cancer Drug Targets Outline of Proteins and Signaling Pathways Involved in Heart Failure
Current Protein & Peptide Science Breast Cancer Diagnosis System Based on the Fusion of Local Binary and Ternary Patterns from Ultrasound B Mode and Elastography Images
Current Medical Imaging Mitochondrial DNA Mutations in Cancer: A Review
Current Topics in Medicinal Chemistry