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Multivariate statistical evaluation of trace metal levels in the blood of atherosclerosis patients in comparison with healthy subjects

BACKGROUND: Numerous epidemiological studies have suggested that metal exposure may promote the atherosclerosis disorder in humans. OBJECTIVE: This study is carried out to assess the distribution, correlation and multivariate apportionment of cadmium (Cd), cobalt (Co), chromium (Cr), copper (Cu), ir...

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Autores principales: Ilyas, Asim, Shah, Munir H.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4945853/
https://www.ncbi.nlm.nih.gov/pubmed/27441237
http://dx.doi.org/10.1016/j.heliyon.2015.e00054
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author Ilyas, Asim
Shah, Munir H.
author_facet Ilyas, Asim
Shah, Munir H.
author_sort Ilyas, Asim
collection PubMed
description BACKGROUND: Numerous epidemiological studies have suggested that metal exposure may promote the atherosclerosis disorder in humans. OBJECTIVE: This study is carried out to assess the distribution, correlation and multivariate apportionment of cadmium (Cd), cobalt (Co), chromium (Cr), copper (Cu), iron (Fe), manganese (Mn), lead (Pb) and zinc (Zn) in the blood of atherosclerosis patients in comparison with healthy donors. METHOD: The quantification of metals is done by atomic absorption spectrometry, after wet-acid digestion of the blood samples. RESULTS: Significantly higher concentrations of cadmium, chromium, copper, iron and manganese are found in the blood of atherosclerosis patients. The correlation study shows diverse relationships among the metals in blood of the patients and controls. Multivariate cluster analysis based on the metal levels in patients and controls reveals clearly separate grouping for the patients and healthy donors. Moreover, principal component analysis shows divergent grouping of the metals for the patients and healthy donors, which may be associated with the altered metabolism of the metals in atherosclerosis patients. CONCLUSION: Overall, the distribution, correlation and multivariate apportionment of selected metals in atherosclerosis patients and healthy donors are significantly divergent. Hence, present findings suggest that the trace and redox metals accumulated in the body may pose a high risk for atherosclerosis development.
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spelling pubmed-49458532016-07-20 Multivariate statistical evaluation of trace metal levels in the blood of atherosclerosis patients in comparison with healthy subjects Ilyas, Asim Shah, Munir H. Heliyon Article BACKGROUND: Numerous epidemiological studies have suggested that metal exposure may promote the atherosclerosis disorder in humans. OBJECTIVE: This study is carried out to assess the distribution, correlation and multivariate apportionment of cadmium (Cd), cobalt (Co), chromium (Cr), copper (Cu), iron (Fe), manganese (Mn), lead (Pb) and zinc (Zn) in the blood of atherosclerosis patients in comparison with healthy donors. METHOD: The quantification of metals is done by atomic absorption spectrometry, after wet-acid digestion of the blood samples. RESULTS: Significantly higher concentrations of cadmium, chromium, copper, iron and manganese are found in the blood of atherosclerosis patients. The correlation study shows diverse relationships among the metals in blood of the patients and controls. Multivariate cluster analysis based on the metal levels in patients and controls reveals clearly separate grouping for the patients and healthy donors. Moreover, principal component analysis shows divergent grouping of the metals for the patients and healthy donors, which may be associated with the altered metabolism of the metals in atherosclerosis patients. CONCLUSION: Overall, the distribution, correlation and multivariate apportionment of selected metals in atherosclerosis patients and healthy donors are significantly divergent. Hence, present findings suggest that the trace and redox metals accumulated in the body may pose a high risk for atherosclerosis development. Elsevier 2016-01-12 /pmc/articles/PMC4945853/ /pubmed/27441237 http://dx.doi.org/10.1016/j.heliyon.2015.e00054 Text en © 2015 The Authors http://creativecommons.org/licenses/by-nc-nd/4.0/ This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
spellingShingle Article
Ilyas, Asim
Shah, Munir H.
Multivariate statistical evaluation of trace metal levels in the blood of atherosclerosis patients in comparison with healthy subjects
title Multivariate statistical evaluation of trace metal levels in the blood of atherosclerosis patients in comparison with healthy subjects
title_full Multivariate statistical evaluation of trace metal levels in the blood of atherosclerosis patients in comparison with healthy subjects
title_fullStr Multivariate statistical evaluation of trace metal levels in the blood of atherosclerosis patients in comparison with healthy subjects
title_full_unstemmed Multivariate statistical evaluation of trace metal levels in the blood of atherosclerosis patients in comparison with healthy subjects
title_short Multivariate statistical evaluation of trace metal levels in the blood of atherosclerosis patients in comparison with healthy subjects
title_sort multivariate statistical evaluation of trace metal levels in the blood of atherosclerosis patients in comparison with healthy subjects
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4945853/
https://www.ncbi.nlm.nih.gov/pubmed/27441237
http://dx.doi.org/10.1016/j.heliyon.2015.e00054
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