Microarray Quality Control

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Microarray Quality Control

Author : Wei Zhang
Publisher : John Wiley & Sons
ISBN 13 : 0471726249
Total Pages : 158 pages
Book Rating : 4.4/5 (717 download)

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Book Synopsis Microarray Quality Control by : Wei Zhang

Download or read book Microarray Quality Control written by Wei Zhang and published by John Wiley & Sons. This book was released on 2005-02-18 with total page 158 pages. Available in PDF, EPUB and Kindle. Book excerpt: Microarray technology provides researchers in the life sciences with a revolutionary tool for measuring gene expression. However, this highly developed process involves multiple steps, from sample selection to data analysis, each susceptible to potentially costly errors. Without sound quality control, experimental microarrays may produce useless or, even worse, misleading results. Microarray Quality Control provides a comprehensive resource for ensuring quality control in every step of this complex process. From experimental design to data processing, analysis, and interpretation, the emphasis in this text remains on practical advice for each stage of planning and running a microarray study. Chapters cover: * Quality of biological samples * Quality of DNA * Hybridization protocols Scanning * Data acquisition * Image analysis * Data analysis Written for the broad group of workers-biologists, mathematicians, statisticians, engineers, physicians, and computational scientists-involved in microarray studies, Microarray Quality Control features a straightforward style easily accessed by various disciplines. Useful checklists and tips help ensure the integrity of results, and each chapter contains a thorough review of pertinent literature. The only complete, systematic treatment of the topic available, Microarray Quality Control offers students and practitioners an invaluable resource for improving experimental quality and efficiency.

Bioconductor Case Studies

Author : Florian Hahne
Publisher : Springer Science & Business Media
ISBN 13 : 0387772405
Total Pages : 287 pages
Book Rating : 4.3/5 (877 download)

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Book Synopsis Bioconductor Case Studies by : Florian Hahne

Download or read book Bioconductor Case Studies written by Florian Hahne and published by Springer Science & Business Media. This book was released on 2010-06-09 with total page 287 pages. Available in PDF, EPUB and Kindle. Book excerpt: Bioconductor software has become a standard tool for the analysis and comprehension of data from high-throughput genomics experiments. Its application spans a broad field of technologies used in contemporary molecular biology. In this volume, the authors present a collection of cases to apply Bioconductor tools in the analysis of microarray gene expression data. Topics covered include: (1) import and preprocessing of data from various sources; (2) statistical modeling of differential gene expression; (3) biological metadata; (4) application of graphs and graph rendering; (5) machine learning for clustering and classification problems; (6) gene set enrichment analysis. Each chapter of this book describes an analysis of real data using hands-on example driven approaches. Short exercises help in the learning process and invite more advanced considerations of key topics. The book is a dynamic document. All the code shown can be executed on a local computer, and readers are able to reproduce every computation, figure, and table.

Bioinformatics and Computational Biology Solutions Using R and Bioconductor

Author : Robert Gentleman
Publisher : Springer Science & Business Media
ISBN 13 : 0387293620
Total Pages : 478 pages
Book Rating : 4.3/5 (872 download)

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Book Synopsis Bioinformatics and Computational Biology Solutions Using R and Bioconductor by : Robert Gentleman

Download or read book Bioinformatics and Computational Biology Solutions Using R and Bioconductor written by Robert Gentleman and published by Springer Science & Business Media. This book was released on 2005-12-29 with total page 478 pages. Available in PDF, EPUB and Kindle. Book excerpt: Full four-color book. Some of the editors created the Bioconductor project and Robert Gentleman is one of the two originators of R. All methods are illustrated with publicly available data, and a major section of the book is devoted to fully worked case studies. Code underlying all of the computations that are shown is made available on a companion website, and readers can reproduce every number, figure, and table on their own computers.

Microarray Methods and Protocols

Author : Robert S. Matson
Publisher : CRC Press
ISBN 13 : 1420046667
Total Pages : 216 pages
Book Rating : 4.4/5 (2 download)

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Book Synopsis Microarray Methods and Protocols by : Robert S. Matson

Download or read book Microarray Methods and Protocols written by Robert S. Matson and published by CRC Press. This book was released on 2009-01-20 with total page 216 pages. Available in PDF, EPUB and Kindle. Book excerpt: A Step-by-Step Guide to Present and Future Uses of Microarray TechnologyMicroarray technology continues to evolve, taking on a variety of forms. From the spotting of cDNA and the in situ synthesis of oligonucleotide arrays now come microarrays comprising proteins, carbohydrates, drugs, tissues, and cells. With contributions from microarray experts

Design and Analysis of DNA Microarray Investigations

Author : Richard M. Simon
Publisher : Springer Science & Business Media
ISBN 13 : 0387218661
Total Pages : 205 pages
Book Rating : 4.3/5 (872 download)

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Book Synopsis Design and Analysis of DNA Microarray Investigations by : Richard M. Simon

Download or read book Design and Analysis of DNA Microarray Investigations written by Richard M. Simon and published by Springer Science & Business Media. This book was released on 2006-05-09 with total page 205 pages. Available in PDF, EPUB and Kindle. Book excerpt: The analysis of gene expression profile data from DNA micorarray studies are discussed in this book. It provides a review of available methods and presents it in a manner that is intelligible to biologists. It offers an understanding of the design and analysis of experiments utilizing microarrays to benefit scientists. It includes an Appendix tutorial on the use of BRB-ArrayTools and step by step analyses of several major datasets using this software which is available from the National Cancer Institute.

Statistics and Data Analysis for Microarrays Using R and Bioconductor

Author : Sorin Draghici
Publisher : CRC Press
ISBN 13 : 1439809763
Total Pages : 1036 pages
Book Rating : 4.4/5 (398 download)

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Book Synopsis Statistics and Data Analysis for Microarrays Using R and Bioconductor by : Sorin Draghici

Download or read book Statistics and Data Analysis for Microarrays Using R and Bioconductor written by Sorin Draghici and published by CRC Press. This book was released on 2016-04-19 with total page 1036 pages. Available in PDF, EPUB and Kindle. Book excerpt: Richly illustrated in color, Statistics and Data Analysis for Microarrays Using R and Bioconductor, Second Edition provides a clear and rigorous description of powerful analysis techniques and algorithms for mining and interpreting biological information. Omitting tedious details, heavy formalisms, and cryptic notations, the text takes a hands-on,

DNA Microarrays, Part B: Databases and Statistics

Author :
Publisher : Academic Press
ISBN 13 : 9780121828165
Total Pages : 512 pages
Book Rating : 4.8/5 (281 download)

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Book Synopsis DNA Microarrays, Part B: Databases and Statistics by :

Download or read book DNA Microarrays, Part B: Databases and Statistics written by and published by Academic Press. This book was released on 2006-09-11 with total page 512 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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

Encyclopedia of Molecular Pharmacology

Author : Stefan Offermanns
Publisher : Springer Science & Business Media
ISBN 13 : 3540389164
Total Pages : 1515 pages
Book Rating : 4.5/5 (43 download)

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Book Synopsis Encyclopedia of Molecular Pharmacology by : Stefan Offermanns

Download or read book Encyclopedia of Molecular Pharmacology written by Stefan Offermanns and published by Springer Science & Business Media. This book was released on 2008-08-14 with total page 1515 pages. Available in PDF, EPUB and Kindle. Book excerpt: An essential text, this is a fully updated second edition of a classic, now in two volumes. It provides rapid access to information on molecular pharmacology for research scientists, clinicians and advanced students. With the A-Z format of over 2,000 entries, around 350 authors provide a complete reference to the area of molecular pharmacology. The book combines the knowledge of classic pharmacology with the more recent approach of the precise analysis of the molecular mechanisms by which drugs exert their effects. Short keyword entries define common acronyms, terms and phrases. In addition, detailed essays provide in-depth information on drugs, cellular processes, molecular targets, techniques, molecular mechanisms, and general principles.

The Analysis of Gene Expression Data

Author : Giovanni Parmigiani
Publisher : Springer Science & Business Media
ISBN 13 : 0387216790
Total Pages : 511 pages
Book Rating : 4.3/5 (872 download)

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Book Synopsis The Analysis of Gene Expression Data by : Giovanni Parmigiani

Download or read book The Analysis of Gene Expression Data written by Giovanni Parmigiani and published by Springer Science & Business Media. This book was released on 2006-04-11 with total page 511 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents practical approaches for the analysis of data from gene expression micro-arrays. It describes the conceptual and methodological underpinning for a statistical tool and its implementation in software. The book includes coverage of various packages that are part of the Bioconductor project and several related R tools. The materials presented cover a range of software tools designed for varied audiences.

Microarray Biochip Technology

Author : Mark Schena
Publisher : Eaton Publishing Company/Biotechniques Books
ISBN 13 :
Total Pages : 352 pages
Book Rating : 4.:/5 (321 download)

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Book Synopsis Microarray Biochip Technology by : Mark Schena

Download or read book Microarray Biochip Technology written by Mark Schena and published by Eaton Publishing Company/Biotechniques Books. This book was released on 2000 with total page 352 pages. Available in PDF, EPUB and Kindle. Book excerpt: Technology standards for microarray research (M. Schena, R. W. Davis). Microfluidic technologies and instrumentation for printing DNA microarrays (Don Rose). Novel microarray printing and detection technologies (M. L. Mace Júnior, J. Montagu, Stanley D. Rose, G. McGuinness). A systems approach to fabricating and analyzing DNA microarrayss (J. Worley, K. Bechtol, S. Penn, D. Roach, D. hanzel, M. Trounstine, D. B.). The flow-thru chip: a three-dimensional biochip platform (A. Stell, M. Torres, J. Hartwell, Yong-Yi Yu, Nan Ting, G. Hoke, H. Yang). Large-scale genomic analysis using affymetrix genechip probe arrays (J. A. Warrington, S. Dee, M. Trulson). Technology and applications of gene expression microarrays (E. Evertsz, P. Starink, R. Gupta, D. Watson). Information processing issues and solutions associated with microarray technology (Y.-X. Zhou, P. Kalocsai, J.-Y. Chen, S. Shams). Microarray tools, kits, reagents, and services (T. Martinsky, P. Haje). Micromax: a highly sensitive system for differential gene expression on microarrays (K. Adler, J. Broadbent, R. Garlick, R. Joseph, A. Khimani, A. Mikulskis, P. Rapiejko, J. Killian). Production of microarrays on porous substrates using noncontact piezoelectric dispensing (D. Englert). Arrayed primer extension on the DNA chip: method and applications (N. Tonisson, A. Kurg, E. Lõhmussaar, A. Metspalu). Overview of a microarray scanner: design essentials for an integrated acquisition and analysis platform (T. Basarsky, D. Verdnik, J. Ye Zhai, D. Wellis). Selected supplier list. Index.

Modern Approaches To Quality Control

Author : Ahmed Badr Eldin
Publisher : BoD – Books on Demand
ISBN 13 : 9533079711
Total Pages : 554 pages
Book Rating : 4.5/5 (33 download)

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Book Synopsis Modern Approaches To Quality Control by : Ahmed Badr Eldin

Download or read book Modern Approaches To Quality Control written by Ahmed Badr Eldin and published by BoD – Books on Demand. This book was released on 2011-11-09 with total page 554 pages. Available in PDF, EPUB and Kindle. Book excerpt: Rapid advance have been made in the last decade in the quality control procedures and techniques, most of the existing books try to cover specific techniques with all of their details. The aim of this book is to demonstrate quality control processes in a variety of areas, ranging from pharmaceutical and medical fields to construction engineering and data quality. A wide range of techniques and procedures have been covered.

Statistical Analysis of Gene Expression Microarray Data

Author : Terry Speed
Publisher : CRC Press
ISBN 13 : 0203011236
Total Pages : 237 pages
Book Rating : 4.2/5 (3 download)

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Book Synopsis Statistical Analysis of Gene Expression Microarray Data by : Terry Speed

Download or read book Statistical Analysis of Gene Expression Microarray Data written by Terry Speed and published by CRC Press. This book was released on 2003-03-26 with total page 237 pages. Available in PDF, EPUB and Kindle. Book excerpt: Although less than a decade old, the field of microarray data analysis is now thriving and growing at a remarkable pace. Biologists, geneticists, and computer scientists as well as statisticians all need an accessible, systematic treatment of the techniques used for analyzing the vast amounts of data generated by large-scale gene expression studies

Standardization and Quality Assurance in Fluorescence Measurements II

Author : Ute Resch-Genger
Publisher : Springer Science & Business Media
ISBN 13 : 3540705716
Total Pages : 566 pages
Book Rating : 4.5/5 (47 download)

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Book Synopsis Standardization and Quality Assurance in Fluorescence Measurements II by : Ute Resch-Genger

Download or read book Standardization and Quality Assurance in Fluorescence Measurements II written by Ute Resch-Genger and published by Springer Science & Business Media. This book was released on 2008-08-15 with total page 566 pages. Available in PDF, EPUB and Kindle. Book excerpt: Analytical chemists and materials scientists will find this a useful addition to their armory. The contributors have sought to highlight the present state of affairs in the validation and quality assurance of fluorescence measurements, as well as the need for future standards. Methods included range from steady-state fluorometry and microfluorometry, microscopy, and micro-array technology, to time-resolved fluorescence and fluorescence depolarization imaging techniques.

Protein Microarrays

Author : Mark Schena
Publisher : Jones & Bartlett Learning
ISBN 13 : 9780763731274
Total Pages : 510 pages
Book Rating : 4.7/5 (312 download)

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Book Synopsis Protein Microarrays by : Mark Schena

Download or read book Protein Microarrays written by Mark Schena and published by Jones & Bartlett Learning. This book was released on 2005 with total page 510 pages. Available in PDF, EPUB and Kindle. Book excerpt: Protein Microarrays is one of the first books in this exciting new technology and will be an essential reference for most biologists and biotechnology professionals.

Cytogenetic Laboratory Management

Author : Susan Mahler Zneimer
Publisher : John Wiley & Sons
ISBN 13 : 1119069742
Total Pages : 844 pages
Book Rating : 4.1/5 (19 download)

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Book Synopsis Cytogenetic Laboratory Management by : Susan Mahler Zneimer

Download or read book Cytogenetic Laboratory Management written by Susan Mahler Zneimer and published by John Wiley & Sons. This book was released on 2016-11-21 with total page 844 pages. Available in PDF, EPUB and Kindle. Book excerpt: Cytogenetic Laboratory Management Cytogenetic Laboratory Management Chromosomal, FISH and Microarray-Based Best Practices and Procedures Cytogenetic Laboratory Management: Chromosomal, FISH and Microarray-Based Best Practices and Procedures is a practical guide that describes how to develop and implement best practice processes and procedures in the genetic laboratory setting. The text first describes good laboratory practices, including quality management, design control of tests, and FDA guidelines for laboratory-developed tests, and preclinical validation study designs. The second focus of the book is on best practices for staffing and training, including cost of testing, staffing requirements, process improvement using Six Sigma techniques, training and competency guidelines, and complete training programs for cytogenetic and molecular genetic technologists. The third part of the text provides stepwise standard operating procedures for chromosomal, FISH and microarray-based tests, including preanalytic, analytic, and postanalytic steps in testing, which are divided into categories by specimen type and test type. All three sections of the book include example worksheets, procedures, and other illustrative examples that can be downloaded from the Wiley website to be used directly without having to develop prototypes in your laboratory. Providing a wealth of information on both laboratory management and molecular and cytogenetic testing, Cytogenetic Laboratory Management will be an essential tool for laboratorians worldwide in the field of laboratory testing and genetic testing in particular. This book gives the essentials of: Developing and implementing good quality management programs in laboratories Understanding design control of tests and preclinical validation studies and reports FDA guidelines for laboratory-developed tests Use of reagents, instruments, and equipment Cost of testing assessment and process improvement using Six Sigma methodology Staffing training and competency objectives Complete training programs for molecular and cytogenetic technologists Standard operating procedures for all components of chromosomal analysis, FISH, and microarray testing of different specimen types This volume is a companion to Cytogenetic Abnormalities: Chromosomal, FISH and Microarray-Based Clinical Reporting. The combined volumes give an expansive approach to performing, reporting, and interpreting cytogenetic laboratory testing and the necessary management practices, staff and testing requirements.

Gene Quantification

Author : Francois Ferre
Publisher : Springer Science & Business Media
ISBN 13 : 1461241642
Total Pages : 379 pages
Book Rating : 4.4/5 (612 download)

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Book Synopsis Gene Quantification by : Francois Ferre

Download or read book Gene Quantification written by Francois Ferre and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 379 pages. Available in PDF, EPUB and Kindle. Book excerpt: Geneticists and molecular biologists have been interested in quantifying genes and their products for many years and for various reasons (Bishop, 1974). Early molecular methods were based on molecular hybridization, and were devised shortly after Marmur and Doty (1961) first showed that denaturation of the double helix could be reversed - that the process of molecular reassociation was exquisitely sequence dependent. Gillespie and Spiegelman (1965) developed a way of using the method to titrate the number of copies of a probe within a target sequence in which the target sequence was fixed to a membrane support prior to hybridization with the probe - typically a RNA. Thus, this was a precursor to many of the methods still in use, and indeed under development, today. Early examples of the application of these methods included the measurement of the copy numbers in gene families such as the ribosomal genes and the immunoglo bulin family. Amplification of genes in tumors and in response to drug treatment was discovered by this method. In the same period, methods were invented for estimating gene num bers based on the kinetics of the reassociation process - the so-called Cot analysis. This method, which exploits the dependence of the rate of reassociation on the concentration of the two strands, revealed the presence of repeated sequences in the DNA of higher eukaryotes (Britten and Kohne, 1968). An adaptation to RNA, Rot analysis (Melli and Bishop, 1969), was used to measure the abundance of RNAs in a mixed population.

Gene Expression Studies Using Affymetrix Microarrays

Author : Hinrich Gohlmann
Publisher : Chapman and Hall/CRC
ISBN 13 : 9781420065152
Total Pages : 0 pages
Book Rating : 4.0/5 (651 download)

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Book Synopsis Gene Expression Studies Using Affymetrix Microarrays by : Hinrich Gohlmann

Download or read book Gene Expression Studies Using Affymetrix Microarrays written by Hinrich Gohlmann and published by Chapman and Hall/CRC. This book was released on 2009-07-15 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Affymetrix GeneChip® system is one of the most widely adapted microarray platforms. However, due to the overwhelming amount of information available, many Affymetrix users tend to stick to the default analysis settings and may end up drawing sub-optimal conclusions. Written by a molecular biologist and a biostatistician with a combined decade of experience in practical expression profiling experiments and data analyses, Gene Expression Studies Using Affymetrix Microarrays tears down the omnipresent language barriers among molecular biology, bioinformatics, and biostatistics by explaining the entire process of a gene expression study from conception to conclusion. Truly Multidisciplinary: Merges Molecular Biology, Bioinformatics, and Biostatistics This authoritative resource covers important technical and statistical pitfalls and problems, helping not only to explain concepts outside the domain of researchers, but to provide additional guidance in their field of expertise. The book also describes technical and statistical methods conceptually with illustrative, full-color examples, enabling those inexperienced with gene expression studies to grasp the basic principles. Gene Expression Studies Using Affymetrix Microarrays provides novices with a detailed, yet focused introductory course and practical user guide. Specialized experts will also find it useful as a translation dictionary to understand other involved disciplines or to get a broader picture of microarray gene expression studies in general. Although focusing on Affymetrix gene expression, this globally relevant guide covers topics that are equally useful for other microarray platforms and other Affymetrix applications.