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DNA Microarrays and Gene Expression: From Experiments to Data Analysis and Modeling

Autor Pierre Baldi, G. Wesley Hatfield
en Limba Engleză Paperback – 27 apr 2011
Massive data acquisition technologies, such as genome sequencing, high-throughput drug screening, and DNA arrays are in the process of revolutionizing biology and medicine. Using the mRNA of a given cell, at a given time, under a given set of conditions, DNA microarrays can provide a snapshot of the level of expression of all the genes in the cell. Such snapshots can be used to study fundamental biological phenomena such as development or evolution, to determine the function of new genes, to infer the role individual genes or groups of genes may play in diseases, and to monitor the effect of drugs and other compounds on gene expression. Originally published in 2002, this inter-disciplinary introduction to DNA arrays will be of value to anyone with an a interest in this powerful technology.
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Specificații

ISBN-13: 9780521176354
ISBN-10: 0521176352
Pagini: 230
Dimensiuni: 152 x 229 x 13 mm
Greutate: 0.34 kg
Editura: Cambridge University Press
Colecția Cambridge University Press
Locul publicării:Cambridge, United Kingdom

Cuprins

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.

Recenzii

Review of the hardback: 'The book, written by Baldi and Hatfield, is an important and timely addition to the DNA microarray literature … the first several chapters of the book provide an easy-to-digest overview of the current state of DNA microarrays.' Briefings in Functional Genomics & Proteomics
Review of the hardback: 'Writing a book such as this was a challenging remit and one that the authors have achieved with great success.' Human Genomics
Review of the hardback: 'I recommend very highly this book to statisticians in particular.' Journal of Statistical Computation & Simulation

Descriere

First published in 2002, this is a concise, inter-disciplinary introduction to DNA microarray technology, which is revolutionizing biology and medicine.