Data Mining in Proteomics
Humana Press Inc. (Verlag)
978-1-60761-986-4 (ISBN)
Authoritative and cutting-edge, Data Mining in Proteomics: From Standards to Applications is a well-balanced compendium for beginners and experts, offering a broad scope of data mining topics but always focusing on the current state-of-the-art and beyond.
Instruments and Methods in Proteomics.- In-Depth Protein Characterization by Mass Spectrometry.- Analysis of Phosphoproteomics Data.- The Origin and Early Reception of Sequence Databases.- Laboratory Data and Sample Management for Proteomics.- PRIDE and ‘Database on Demand’ as Valuable Tools for Computational Proteomics.- Analyzing Proteomics Identifications in the Context of Functional and Structural Protein Annotation: Integrating Annotation Using PICR, DAS, and BioMart.- Tranche Distributed Repository and ProteomeCommons.org.- Data Standardization by the HUPO-PSI: How Has the Community Benefitted?.- mzIdentML: An Open Community-Built Standard Format for the Results of Proteomics Spectrum Identification Algorithms.- Spectra, Chromatograms, Metadata: mzML – The Standard Data Format for Mass Spectrometer Output.- imzML: Imaging Mass Spectrometry Markup Language – A Common Data Format for Mass Spectrometry Imaging.- Tandem Mass Spectrometry Spectral Libraries and Library Searching.- Inter-Lab Proteomics: Data Mining in Collaborative Projects on the Basis of the HUPO Brain Proteome Project´s Pilot Studies.- Data Management and Data Integration in the HUPO Plasma Proteome Project.- Statistics in Experimental Design, Preprocessing, and Analysis of Proteomics Data.- The Evolution of Protein Interaction Networks.- Cytoscape: Software for Visualization and Analysis of Biological Networks.- Text Mining for Systems Modelling.- Identification of Alternatively Spliced Transcripts Using a Proteomic Informatics Approach.- Distributions of Ion Series in ETD and CID Spectra: Making a Comparison.- Evaluation of Peak Picking Algorithms for Protein Mass Spectrometry.- OpenMS and TOPP: Open Source Software for LC-MS Data Analysis.- LC/MS Data Processing for Label-Free Quantitative Analysis.- Spectral Properties of Correlation Matrices: Towards Enhanced Spectral Clustering.- Standards, Databases, and Modeling Tools in Systems Biology.- Modelling of Cellular Processes:Methods, Data, and Requirements.
Erscheint lt. Verlag | 2.11.2010 |
---|---|
Reihe/Serie | Methods in Molecular Biology ; 696 |
Zusatzinfo | XII, 461 p. |
Verlagsort | Totowa, NJ |
Sprache | englisch |
Maße | 178 x 254 mm |
Themenwelt | Naturwissenschaften ► Biologie ► Biochemie |
Naturwissenschaften ► Biologie ► Mikrobiologie / Immunologie | |
ISBN-10 | 1-60761-986-5 / 1607619865 |
ISBN-13 | 978-1-60761-986-4 / 9781607619864 |
Zustand | Neuware |
Haben Sie eine Frage zum Produkt? |
aus dem Bereich