Computational and Statistical Approaches to Genomics

Computational and Statistical Approaches to Genomics PDF Author: Wei Zhang
Publisher: Springer Science & Business Media
ISBN: 0387262881
Category : Science
Languages : en
Pages : 426

Book Description
The second edition of this book adds eight new contributors to reflect a modern cutting edge approach to genomics. It contains the newest research results on genomic analysis and modeling using state-of-the-art methods from engineering, statistics, and genomics. These tools and models are then applied to real biological and clinical problems. The book’s original seventeen chapters are also updated to provide new initiatives and directions.

DNA Arrays

DNA Arrays PDF Author: Jang B. Rampal
Publisher: Springer Science & Business Media
ISBN: 1592592341
Category : Science
Languages : en
Pages : 268

Book Description
Microarray technology provides a highly sensitive and precise te- nique for obtaining information from biological samples, with the added advantage that it can handle a large number of samples simultaneously that may be analyzed rapidly. Researchers are applying microarray technology to understand gene expression, mutation analysis, and the sequencing of genes. Although this technology has been experimental, and thus has been through feasibility studies, it has just recently entered into widespread use for advanced research. The purpose of DNA Arrays: Methods and Protocols is to provide instruction in designing and constructing DNA arrays, as well as hybridizing them with biological samples for analysis. An additional purpose is to p- vide the reader with a broad description of DNA-based array technology and its potential applications. This volume also covers the history of DNA arrays—from their conception to their ready off-the-shelf availability—for readers who are new to array technology as well as those who are well versed in this field. Stepwise, detailed experimental procedures are described for constructing DNA arrays, including the choice of solid support, attachment methods, and the general conditions for hybridization. With microarray technology, ordered arrays of oligonucleotides or other DNA sequences are attached or printed to the solid support using au- mated methods for array synthesis. Probe sequences are selected in such a way that they have the appropriate sequence length, site of mutation, and T .

DNA Microarrays

DNA Microarrays PDF Author: Mark Schena
Publisher: Methods Express (Paperback)
ISBN: 9781904842156
Category : Science
Languages : en
Pages : 0

Book Description
"DNA Microarrays: Methods Express" covers the very latest in DNA microarray technology, with a clear focus on how these techniques can be used in the lab to gain the very best results. The authors are from some of the leading laboratories in the field and write with real authority on the latest methodology. Every chapter provides detailed step-by-step protocols with valuable hints and tips for success, as well as giving typical experimental results and selected literature citations. This book is a 'must have' manual for researchers in all fields of biology, medicine and agriculture.

DNA Microarrays and Gene Expression

DNA Microarrays and Gene Expression PDF Author: Pierre Baldi
Publisher: Cambridge University Press
ISBN: 9781139437608
Category : Science
Languages : en
Pages : 238

Book Description
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.

Microarray Technology Through Applications

Microarray Technology Through Applications PDF Author:
Publisher: Taylor & Francis
ISBN: 1134182740
Category :
Languages : en
Pages : 321

Book Description


DNA Microarrays, Part A: Array Platforms and Wet-Bench Protocols

DNA Microarrays, Part A: Array Platforms and Wet-Bench Protocols PDF Author:
Publisher: Elsevier
ISBN: 0080464653
Category : Science
Languages : en
Pages : 506

Book Description
Modern DNA microarray technologies have evolved over the past 25 years to the point where it is now possible to take many million measurements from a single experiment. These two volumes, Parts A & B in the Methods in Enzymology series provide methods that will shepard any molecular biologist through the process of planning, performing, and publishing microarray results. Part A starts with an overview of a number of microarray platforms, both commercial and academically produced and includes wet bench protocols for performing traditional expression analysis and derivative techniques such as detection of transcription factor occupancy and chromatin status. Wet-bench protocols and troubleshooting techniques continue into Part B. These techniques are well rooted in traditional molecular biology and while they require traditional care, a researcher that can reproducibly generate beautiful Northern or Southern blots should have no difficulty generating beautiful array hybridizations. Data management is a more recent problem for most biologists. The bulk of Part B provides a range of techniques for data handling. This includes critical issues, from normalization within and between arrays, to uploading your results to the public repositories for array data, and how to integrate data from multiple sources. There are chapters in Part B for both the debutant and the expert bioinformatician. Provides an overview of platforms Includes experimental design and wet bench protocols Presents statistical and data analysis methods, array databases, data visualization and meta-analysis

Microarray Technology in Practice

Microarray Technology in Practice PDF Author: Steve Russell
Publisher: Academic Press
ISBN: 0080919766
Category : Science
Languages : en
Pages : 460

Book Description
Using chips composed of thousands of spots, each with the capability of holding DNA molecules corresponding to a given gene, DNA microarray technology has enabled researchers to measure simultaneously gene expression across the genome. As with other large-scale genomics approaches, microarray technologies are broadly applicable across disciplines of life and biomedical sciences, but remain daunting to many researchers. This guide is designed to demystify the technology and inform more biologists about this critically important experimental technique. Cohesive overview of the technology and available platforms, followed by detailed discussion of experimental design and analysis of microarray experiments Up-to-date description of normalization methods and current methods for sample amplification and labeling Deep focus on oligonucleotide design, printing, labeling and hybridization, data acquisition, normalization, and meta-analysis Additional uses of microarray technology such as ChIP (chromatin immunoprecipitation) with hybridization to DNA arrays, microarray-based comparative genomic hybridization (CGH), and cell and tissue arrays

DNA Microarrays and Related Genomics Techniques

DNA Microarrays and Related Genomics Techniques PDF Author: David B. Allison
Publisher: CRC Press
ISBN: 1420028790
Category : Mathematics
Languages : en
Pages : 391

Book Description
Considered highly exotic tools as recently as the late 1990s, microarrays are now ubiquitous in biological research. Traditional statistical approaches to design and analysis were not developed to handle the high-dimensional, small sample problems posed by microarrays. In just a few short years the number of statistical papers providing approaches

Genomics in Endocrinology

Genomics in Endocrinology PDF Author: Stuart Handwerger
Publisher: Springer Science & Business Media
ISBN: 1597453099
Category : Medical
Languages : en
Pages : 286

Book Description
Genomics in Endocrinology focuses on exciting new advances in endocrinology resulting from DNA microarray studies and includes a comprehensive introduction to the use of DNA microarrays in endocrinology. The text provides the basis for further understanding of the usefulness of microarray analyses in endocrinology research. Topics discussed include the methodology of DNA microarrays and general methods for the analysis of microarray data.

Microarrays

Microarrays PDF Author: Hans-Joachim Müller
Publisher: Academic Press
ISBN: 0120885433
Category : Science
Languages : en
Pages : 229

Book Description
Microarray technology allows us to answer many questions about gene expression and drug-target screening by employing high-throughput screening. This book dedicates itself to microarrays with clear and understandable explanations and an overview of the presently available hardware, biochips and software. Separate chapters cover the different requirements for DNA and protein chips as well as spotters and scanners.