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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...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2016
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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. |
format | Online Article Text |
id | pubmed-4945853 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
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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