Title of article :
Analysis of the Risk Factors for the Recurrence of Ischemic Stroke with Diabetes Mellitus and Establishment of Cox’s Regression Model and the Personal Prognosis Index in Two Years of Follow-Up
Author/Authors :
An, Ya-Chen North China University of Science and Technology Affiliated Hospital - Tangshan, China , Wang, Yu-Xun North China University of Science and Technology Affiliated Hospital - Tangshan, China , Jiang, Yan-Ru Tangshan City Hospital of Traditional Chinese Medicine - Tangshan, China , Li, Yan-Zheng North China University of Science and Technology Affiliated Hospital - Tangshan, China , Feng, Jing-Yu North China University of Science and Technology Affiliated Hospital - Tangshan, China , Shi, Song-Xin North China University of Science and Technology Affiliated Hospital - Tangshan, China , Chen, Jing-Jun North China University of Science and Technology Affiliated Hospital - Tangshan, China
Abstract :
Background: Ischemic stroke is a major cause of disability and mortality in patients with type 2 diabetes mellitus (T2DM), and
diabetic stroke has a high recurrence rate.
Objectives: This prospective cohort study aimed at investigating the risk factors and establishing Cox’s regression model and personal
prognosis index for the recurrence of ischemic stroke at a two-year follow-up in T2DM patients.
Methods: T2DM patients with ischemic stroke, who were consecutively admitted to the Neurology Department of North China University
of Science and Technology Affiliated Hospital between January 1, 2015, and December 31, 2015, were retrospectively reviewed.
These cases were followed up since the onset of ischemic stroke for 2 years. Univariate and multivariate Cox’s proportional hazard
regression model was used to analyze risk factors associated with the recurrence rate. Thus, a recurrence model and personal
prognosis index were set up.
Results: During the follow-up period, 44 cases relapsed. Furthermore, the 1-year recurrence rate was 16.48%, while the 2-year recurrence
rate was 24.18%. The univariate and multivariate Cox proportional hazard regression model revealed that the independent risk
factors associated with recurrence were TOAST criteria (X1) (RR = 1.663; 95% CI = 1.015 - 2.760, P = 0.032), hypertension grade (X2) (RR =
1.897; 95% CI = 1.097 - 3.280, P = 0.022), duration of diabetes mellitus (X3) (RR = 1.151; 95% CI = 1.009 - 1.991, P = 0.039), total cholesterol
(X4) (RR = 1.13; 95% CI = 1.006 - 1.876, P = 0.035), and Essen stroke risk score (ESRS) (X5) (RR = 2.055; 95% CI = 1.357 - 3.134, P = 0.001). The
personal prognosis index of the recurrence model was as follows: PI = 0.504 X1 + 0.640 X2 + 0.345 X3 + 0.759 X4 + 0.823 X5.
Conclusions: TOAST criteria, hypertension grade, duration of diabetes mellitus, total cholesterol, and ESRS were the independent
risk factors associated with the recurrence of ischemic stroke with diabetes mellitus. The recurrence model and personal prognosis
index equation were successfully established.
Keywords :
Ischemic Stroke , Recurrence Rate , Risk Factors , Type 2 Diabetes Mellitus , Cox Proportional Hazard Regression Model
Journal title :
Iranian Red Crescent Medical Journal