Proteomics Data Analysis

Proteomics Data Analysis

Cecconi, Daniela

Springer-Verlag New York Inc.

07/2021

326

Dura

Inglês

9781071616406

15 a 20 dias

845

Descrição não disponível.
Two-Dimensional Gel Electrophoresis Image Analysis.- Chemometric Tools for 2D-PAGE Data Analysis.- Software Options for the Analysis of MS Proteomic Data.- Analysis of Label-Based Quantitative Proteomics Data Using IsoProt.- Quantification of Changes in Protein Expression Using SWATH Proteomics.-Data Processing and Analysis for DIA-Based Phosphoproteomics Using Spectronaut.- Enhanced Glycopeptide Identification Using a GlyConnect Compozitor-Derived Glycan Composition File.- Elaboration Pipeline for the Management of MALDI-MS Imaging Datasets.- Features Selection and Extraction in Statistical Analysis of Proteomics Datasets.- ORA, FCS, and PT Strategies in Functional Enrichment Analysis.- A Strategy for the Annotation and GO Enrichment Analysis of a List of Differentially Expressed Proteins Using ProteoRE.- Protein Subcellular Localization Prediction.- Protein Secretion Prediction Tools and Extracellular Vesicles Databases.- Databases for Protein-Protein Interactions.- Machine and DeepLearning for Prediction of Subcellular Localization.- Deep Learning for Protein-Protein Interaction Site Prediction.- Integrative Analysis of Incongruous Cancer Genomics and Proteomics Datasets.- Integration of Proteomics and Other Omics Data.
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Gel-based proteomics;Gel-free proteomics;Data interpretation;Data integration;Proteomics datasets;Bioinformatics tools