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Int. J. Environ. Res. Public Health 2015, 12(9), 11549-11559; doi:10.3390/ijerph120911549

Evaluating of Physiological Chemical Levels in Blood to Assess the Risk of Morbidity and Mortality of Ischemic Cardiovascular Disease

1
The Key Laboratory of Cardiovascular Remodeling and Function Research, Chinese Ministry of Education and Chinese Ministry of Health
2
Luoyang Orthopedic-Traumatological Hospital, Zhengzhou 450000, Henan, China
3
Henan Province People's Hospital, Zhengzhou 450003, Henan, China
4
Emergency Medical Rescue Center of Zhengzhou City, Zhengzhou 450000, Henan, China
*
Author to whom correspondence should be addressed.
Academic Editor: Paul B. Tchounwou
Received: 12 July 2015 / Revised: 2 September 2015 / Accepted: 7 September 2015 / Published: 14 September 2015
View Full-Text   |   Download PDF [202 KB, uploaded 14 September 2015]

Abstract

In this study, a multiple linear regression model to evaluate the risk of morbidity and mortality of ischemic cardiovascular disease is demonstrated. In this model, predictor variables are selected from physiological chemicals in a blood test of the subjects. Meanwhile, the calculated risk score is selected as a response variable. Four major latent variables including hepatic, nephric, metabolic, and BMI (Body Mass Index) are revealed by performing statistical and principal component analysis for the collected survey data. The analyzed result also shows that the cardiac disorder is correlated with symptoms of abnormal BMI, hepatic disorder, nephric disorder, and metabolic disorder. Thus, the risk of morbidity and mortality of ischemic cardiovascular disease can be assessed from the proposed multiple regression model. View Full-Text
Keywords: physiological chemicals; risk score; morbidity and mortality; hepatic disorder; cardiac disorder physiological chemicals; risk score; morbidity and mortality; hepatic disorder; cardiac disorder
This is an open access article distributed under the Creative Commons Attribution License which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. (CC BY 4.0).

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MDPI and ACS Style

Teng, J.; Wei, Y.; Su, F.; Guo, Z.; Zhong, J.-Q. Evaluating of Physiological Chemical Levels in Blood to Assess the Risk of Morbidity and Mortality of Ischemic Cardiovascular Disease. Int. J. Environ. Res. Public Health 2015, 12, 11549-11559.

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