A protocol for LC-MS metabolomic data processing using chemometric tools (Record no. 54424)

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control field MX-MdCICY
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control field 20250625162447.0
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Transcribing agency CICY
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Classification number (OCLC) (R) ; Classification number, CALL (RLIN) (NR) B-20327
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Title A protocol for LC-MS metabolomic data processing using chemometric tools
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Volume/sequential designation Protocol Exchange, 10.1038/protex.2015.102, 2015
520 3# - SUMMARY, ETC.
Summary, etc. Liquid chromatography- mass spectrometry (LC-MS)is a powerful methodology for metabolomics. However, LC-MS data processing comes out as the "bottleneck" of omic sciences due to its complexity. The present protocol, easy to execute in MATLAB environment, covers all data analysis steps (conversion and import, compression and processing)of LC-MS data sets and it is specifically designed for users with limited background in chemometric and data analysis tools. Data conversion and import are described for most important LC-MS manufacturers (i.e., Waters, Thermo Fischer, Agilent, AB Sciex and Bruker), data compression consists on the search of "regions of interest" (ROI)and data processing is based on the use of Multivariate Curve Resolution-Alternating Least Squares (MCR-ALS), a powerful chemometric tool that allows chromatographic resolution. Results are rapidly achieved (usually ? 15 min per sample), and they are easy to interpret and evaluate both in terms of chemistry and biology.
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Topical term or geographic name entry element METABOLOMICS
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Topical term or geographic name entry element LC-MS
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Topical term or geographic name entry element DATA PROCESSING
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Topical term or geographic name entry element ROI
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Topical term or geographic name entry element CHEMOMETRICS
650 14 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element MCR-ALS
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Personal name Tauler, R.
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Personal name Gorrochategui, E.
700 12 - ADDED ENTRY--PERSONAL NAME
Personal name Jaumot, J.
856 40 - ELECTRONIC LOCATION AND ACCESS
Uniform Resource Identifier <a href="https://drive.google.com/file/d/100wbv3c1sqIipLpX13TfHIK_w3A31cVa/view?usp=drivesdk">https://drive.google.com/file/d/100wbv3c1sqIipLpX13TfHIK_w3A31cVa/view?usp=drivesdk</a>
Public note Para ver el documento ingresa a Google con tu cuenta: @cicy.edu.mx
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Source of classification or shelving scheme Clasificación local
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  Clasificación local     Ref1 CICY CICY Documento préstamo interbibliotecario 25.06.2025   B-20327 25.06.2025 25.06.2025 Documentos solicitados