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Thirty-six months recurrence after acute ischemic stroke among patients with comorbid type 2 diabetes: A nested case-control study.
- Source :
- Frontiers in Aging Neuroscience; 9/30/2022, Vol. 14, p1-12, 12p
- Publication Year :
- 2022
-
Abstract
- Background: Stroke patients have to face a high risk of recurrence, especially for those with comorbid T2DM, which usually lead to much more serious neurologic damage and an increased likelihood of death. This study aimed to explore determinants of stroke relapse among patients with comorbid T2DM. Materials and methods: We conducted this case-control study nested a prospective cohort of ischemic stroke (IS) with comorbid T2DM. During 36-month follow-up, the second stroke occurred in 84 diabetic IS patients who were allocated into the case group, while 613 patients without recurrence were the controls. We collected the demographic data, behaviors and habits, therapies, and family history at baseline, and measured the variables during follow-up. LASSO and Logistic regression analyses were carried out to develop a prediction model of stroke recurrence. The receiver operator characteristic (ROC) curve was employed to evaluate the performance of the prediction model. Results: Compared to participants without recurrence, the higher levels of pulse rate (78.29 ± 12.79 vs. 74.88 ± 10.93) and hypertension (72.6 vs. 61.2%) were recorded at baseline. Moreover, a lower level of physical activity (77.4 vs. 90.4%), as well as a higher proportion of hypoglycemic therapy (36.9 vs. 23.3%) was also observed during 36-month follow-up. Multivariate logistic regression revealed that higher pulse rate at admission (OR = 1.027, 95 %CI = 1.005–1.049), lacking physical activity (OR = 2.838, 95% CI = 1.418–5.620) and not receiving hypoglycemic therapy (OR = 1.697, 95% CI = 1.013–2.843) during follow-up increased the risk of stroke recurrence. We developed a prediction model using baseline pulse rate, hypoglycemic therapy, and physical activity, which produced an area under ROC curve (AUC) of 0.689. Conclusion: Physical activity and hypoglycemic therapy play a protective role for IS patients with comorbid diabetes. In addition to targeted therapeutics, the improvement of daily-life habit contributes to slowing the progress of the IS. [ABSTRACT FROM AUTHOR]
- Subjects :
- DISEASE relapse
DISEASE relapse prevention
HYPERTENSION
HDL cholesterol
TRIGLYCERIDES
HOMOCYSTEINE
CONFIDENCE intervals
ISCHEMIC stroke
MULTIPLE regression analysis
BLOOD sugar monitoring
CASE-control method
HYPOGLYCEMIC agents
INDIVIDUALIZED medicine
INTERVIEWING
NIH Stroke Scale
LDL cholesterol
MANN Whitney U Test
RISK assessment
TYPE 2 diabetes
T-test (Statistics)
DESCRIPTIVE statistics
EXERCISE
CHI-squared test
LOGISTIC regression analysis
STATISTICAL models
RECEIVER operating characteristic curves
ODDS ratio
PREDICTION models
BLOOD pressure measurement
ANALYTICAL chemistry techniques
DATA analysis software
COMORBIDITY
LONGITUDINAL method
PULSE (Heart beat)
VENOUS puncture
Subjects
Details
- Language :
- English
- ISSN :
- 16634365
- Volume :
- 14
- Database :
- Complementary Index
- Journal :
- Frontiers in Aging Neuroscience
- Publication Type :
- Academic Journal
- Accession number :
- 159671410
- Full Text :
- https://doi.org/10.3389/fnagi.2022.999568