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Comparison of routine hematological indicators of liver and kidney function, blood count and lipid profile in healthy people and stroke patients
BACKGROUND AND METHODS: Stroke has become a major public health problem worldwide. In this article, we carried out statistical analysis, correlation analysis and principal component analysis (PCA) to evaluate the clinical value of routine hematological indicators in early diagnosis of ischemic strok...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
PeerJ Inc.
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7008814/ https://www.ncbi.nlm.nih.gov/pubmed/32071823 http://dx.doi.org/10.7717/peerj.8545 |
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author | Cui, Xiaofang Wei, Wei Qin, Xiao Hou, Fei Zhu, Jin Li, Weiyang |
author_facet | Cui, Xiaofang Wei, Wei Qin, Xiao Hou, Fei Zhu, Jin Li, Weiyang |
author_sort | Cui, Xiaofang |
collection | PubMed |
description | BACKGROUND AND METHODS: Stroke has become a major public health problem worldwide. In this article, we carried out statistical analysis, correlation analysis and principal component analysis (PCA) to evaluate the clinical value of routine hematological indicators in early diagnosis of ischemic stroke using R language. RESULTS: For the full blood count comparisons, stroke patients had obvious differences in the distribution width of red blood cells (RDW-CV), average distribution width of red blood cells (RDW-SD), mean hemoglobin concentrations, platelet large cell ratio, mean platelet volume and lymphocytes. Patients with ischemic stroke also exhibited different degrees of abnormalities in liver function test. With respect to renal function, stroke patients had obvious changes in uric acid and urea levels. Finally, when comparing the lipid profile, triglyceride concentrations were increased and high-density lipoprotein cholesterol concentrations were reduced in stroke patients. In addition, correlation analysis among these clinical indicators indicated that there were both common characteristics and differences between patients and health controls. Furthermore, the results of PCA indicated that these clinical indicators could distinguish patients from the healthy controls. CONCLUSION: Conventional hematological clinical indicators, such as liver function, renal function, full blood count and lipid concentration profiles highly correlated with the occurrence of ischemic stroke. Therefore, the detection and analyzation of these clinical indicators are of great significance for the prediction of ischemic stroke. |
format | Online Article Text |
id | pubmed-7008814 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | PeerJ Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-70088142020-02-18 Comparison of routine hematological indicators of liver and kidney function, blood count and lipid profile in healthy people and stroke patients Cui, Xiaofang Wei, Wei Qin, Xiao Hou, Fei Zhu, Jin Li, Weiyang PeerJ Biochemistry BACKGROUND AND METHODS: Stroke has become a major public health problem worldwide. In this article, we carried out statistical analysis, correlation analysis and principal component analysis (PCA) to evaluate the clinical value of routine hematological indicators in early diagnosis of ischemic stroke using R language. RESULTS: For the full blood count comparisons, stroke patients had obvious differences in the distribution width of red blood cells (RDW-CV), average distribution width of red blood cells (RDW-SD), mean hemoglobin concentrations, platelet large cell ratio, mean platelet volume and lymphocytes. Patients with ischemic stroke also exhibited different degrees of abnormalities in liver function test. With respect to renal function, stroke patients had obvious changes in uric acid and urea levels. Finally, when comparing the lipid profile, triglyceride concentrations were increased and high-density lipoprotein cholesterol concentrations were reduced in stroke patients. In addition, correlation analysis among these clinical indicators indicated that there were both common characteristics and differences between patients and health controls. Furthermore, the results of PCA indicated that these clinical indicators could distinguish patients from the healthy controls. CONCLUSION: Conventional hematological clinical indicators, such as liver function, renal function, full blood count and lipid concentration profiles highly correlated with the occurrence of ischemic stroke. Therefore, the detection and analyzation of these clinical indicators are of great significance for the prediction of ischemic stroke. PeerJ Inc. 2020-02-07 /pmc/articles/PMC7008814/ /pubmed/32071823 http://dx.doi.org/10.7717/peerj.8545 Text en © 2020 Cui et al. https://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, reproduction and adaptation in any medium and for any purpose provided that it is properly attributed. For attribution, the original author(s), title, publication source (PeerJ) and either DOI or URL of the article must be cited. |
spellingShingle | Biochemistry Cui, Xiaofang Wei, Wei Qin, Xiao Hou, Fei Zhu, Jin Li, Weiyang Comparison of routine hematological indicators of liver and kidney function, blood count and lipid profile in healthy people and stroke patients |
title | Comparison of routine hematological indicators of liver and kidney function, blood count and lipid profile in healthy people and stroke patients |
title_full | Comparison of routine hematological indicators of liver and kidney function, blood count and lipid profile in healthy people and stroke patients |
title_fullStr | Comparison of routine hematological indicators of liver and kidney function, blood count and lipid profile in healthy people and stroke patients |
title_full_unstemmed | Comparison of routine hematological indicators of liver and kidney function, blood count and lipid profile in healthy people and stroke patients |
title_short | Comparison of routine hematological indicators of liver and kidney function, blood count and lipid profile in healthy people and stroke patients |
title_sort | comparison of routine hematological indicators of liver and kidney function, blood count and lipid profile in healthy people and stroke patients |
topic | Biochemistry |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7008814/ https://www.ncbi.nlm.nih.gov/pubmed/32071823 http://dx.doi.org/10.7717/peerj.8545 |
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