Multivariate analysis of matrix-assisted laser desorption/ionization mass spectrometric data related to glycoxidation products of human globins in nephropathic patients
Autor: | Roberta Seraglia, Laura Molin, Domenico Fedele, Annunziata Lapolla, Pietro Traldi, Eugenio Ragazzi, Michela Tubaro, Barbara Andretta |
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Rok vydání: | 2006 |
Předmět: |
Multivariate statistics
Spectrometry Mass Electrospray Ionization Multivariate analysis Computational biology Proteomics Mass spectrometry Chemometrics Structural Biology Glycation Humans Spectroscopy PCA Chromatography diabetes Chemistry Globins MALDI/MS Matrix-assisted laser desorption/ionization Data Interpretation Statistical Spectrometry Mass Matrix-Assisted Laser Desorption-Ionization Principal component analysis Multivariate Analysis Kidney Failure Chronic Glycolysis Oxidation-Reduction Algorithms Biomarkers Blood Chemical Analysis |
Zdroj: | Journal of the American Society for Mass Spectrometry 18 (2007): 1018–1023. doi:10.1016/j.jasms.2007.02.011 info:cnr-pdr/source/autori:Annunziata Lapolla,a; Eugenio Ragazzi,b; Barbara Andretta,c; Domenico Fedele,a; Michela Tubaro,d; Roberta Seraglia,d; Laura Molin,d; Pietro Traldi,d/titolo:Multivariate analysis of matrix-assisted laser desorption%2Fionization mass spectrometric data related to glycoxidation products of humanglobins in nephropathic patients/doi:10.1016%2Fj.jasms.2007.02.011/rivista:Journal of the American Society for Mass Spectrometry/anno:2007/pagina_da:1018/pagina_a:1023/intervallo_pagine:1018–1023/volume:18 |
ISSN: | 1044-0305 |
Popis: | To clarify the possible pathogenetic role of oxidation products originated from the glycation of proteins, human globins from nephropathic patients have been studied by matrix-assisted laser desorption/ionization mass spectrometry (MALDI), revealing not only unglycated and monoglycated globins, but also a series of different species. For the last ones, structural assignments were tentatively done on the basis of observed masses and expectations for the Maillard reaction pattern. Consequently, they must be considered only propositive, and the discussion which will follow must be considered in this view. In our opinion this approach does not seem to compromise the intended diagnostic use of the data because distinctions are valid even if the assignments are uncertain. We studied nine healthy subjects and 19 nephropathic patients and processed the data obtained from the MALDI spectra using a multivariate analysis. Our results showed that multivariate analytical techniques enable differential aspects of the profile of molecular species to be identified in the blood of end stage nephropathic patients. A correct grouping can be achieved by principal component analysis (PCA) and the results suggest that several products involved in carbonyl stress exist in nephropathic patients. These compounds may have a relevant role as specific markers of the pathological state. (J Am Soc Mass Spectrom 2007, 18, 1018-1023) © 2007 American Society for Mass Spectrometry |
Databáze: | OpenAIRE |
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