iSanXoT: A standalone application for the integrative analysis of mass spectrometry-based quantitative proteomics data

Many bioinformatics tools are available for the quantitative analysis of proteomics experiments. Most of these tools use a dedicated statistical model to derive absolute quantitative protein values from mass spectrometry (MS) data. Here, we present iSanXoT, a standalone application that processes re...

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Vydáno v:Computational and structural biotechnology journal Ročník 23; s. 452 - 459
Hlavní autoři: Rodríguez, Jose Manuel, Jorge, Inmaculada, Martinez-Val, Ana, Barrero-Rodríguez, Rafael, Magni, Ricardo, Núñez, Estefanía, Laguillo, Andrea, Devesa, Cristina A., López, Juan A., Camafeita, Emilio, Vázquez, Jesús
Médium: Journal Article
Jazyk:angličtina
Vydáno: Netherlands Elsevier B.V 01.12.2024
Research Network of Computational and Structural Biotechnology
Elsevier
Témata:
algorithms
bioinformatics
biotechnology
computer software
Generic integration algorithm
Mass spectrometry
Protein coordination
proteomics
Proteomics pipeline
quantitative analysis
Quantitative proteomics
Software/Web Server
statistical models
WSPP model
WSPP model
Protein coordination
Quantitative proteomics
Proteomics pipeline
Generic integration algorithm
Mass spectrometry
ISSN:2001-0370, 2001-0370
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Shrnutí:Many bioinformatics tools are available for the quantitative analysis of proteomics experiments. Most of these tools use a dedicated statistical model to derive absolute quantitative protein values from mass spectrometry (MS) data. Here, we present iSanXoT, a standalone application that processes relative abundances between MS signals and then integrates them sequentially to upper levels using the previously published Generic Integration Algorithm (GIA). iSanXoT offers unique capabilities that complement conventional quantitative software applications, including statistical weighting and independent modeling of error distributions in each integration, aggregation of technical or biological replicates, quantification of posttranslational modifications, and analysis of coordinated protein behavior. iSanXoT is a standalone, user-friendly application that accepts output from popular proteomics pipelines and enables unrestricted creation of quantification workflows and fully customizable reports that can be reused across projects or shared among users. Numerous publications attest the successful application of diverse integrative workflows constructed using the GIA for the analysis of high-throughput quantitative proteomics experiments. iSanXoT has been tested with the main operating systems. Download links for the corresponding distributions are available at https://github.com/CNIC-Proteomics/iSanXoT/releases. [Display omitted]
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ISSN:2001-0370
2001-0370
DOI:10.1016/j.csbj.2023.12.034