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Published on: September 20, 2015
Diagnostic value of MRI perfusion-weighted imaging and diffusion-weighted imaging parameters in cerebral apoplexy
Dan Jin1, Xiaojuan Su1, Yuxuan Jin1
1Department of Radiology, The Second Affiliated Hospital of Soochow University Suzhou 215004, Jiangsu, China.
Objective:
To assess the clinical and prognostic value of MRI perfusion-weighted imaging (PWI) versus diffusion-weighted imaging (DWI) parameters for apparent diffusion coefficient (ADC) and cerebral blood flow (CBF) in the diagnosis of patients with ischemic stroke (IS).
Methods:
Eighty patients diagnosed with IS in the Second Affiliated Hospital of Soochow University from January 2020 to January 2021 were retrospectively analyzed and regarded as a patient group. Meanwhile, 50 patients who underwent physical examination at the Second Affiliated Hospital of Soochow University during the same period were collected, and were identified by physical examination to have atherosclerotic stenosis but not cerebral infarction, they were set as a control group. The differences of ADC and CBF between both groups were compared. The diagnostic value of ADC and CBF in diagnosing acute ischemic stroke was analyzed by receiver operating characteristic (ROC) curve. The changes of ADC and CBF before and after treatment were compared. Patients were sub-grouped according to their mRS scores, and those with scores of 0-2 were grouped into the good prognosis group while those with scores of 3-6 were grouped into the poor prognosis group, and the risk factors affecting patients' prognosis were evaluated by logistic regression. The correlation of ADC and CBF with National Institutes of Health Stroke Scale (NIHSS) scores and modified Rankin Scale (mRS) scores was analyzed. ADC and CBF levels were compared between deceased and surviving patients, and their predictive value was assessed by ROC curves.
Results:
ADC and CBF were dramatically lower in the patient group compared with the control group (P<0.05). The area under the curve (AUC) of ADC and CBF in diagnosing IS was 0.949 and 0.926. The ADC and CBF values after treatment were significantly increased as compared to before treatment (both P<0.05). Both ADC and CBF were lower in the patients of the deceased group than in those in the survival group (P<0.05). The AUC for ADC and CBF in predicting death in patients diagnosed with IS was 0.866 and 0.766, respectively. ADC, CBF was negatively correlated with patients' NIHSS and mRS scores (P<0.01). Higher pre-treatment NIHSS and admission time ≥24 h after onset were risk factors for patient prognosis, whereas higher ADC and CBF values were protective factors (all P<0.05).
Conclusion:
ADC and CBF values are reduced in IS patients and can be used as a diagnostic and prognostic indicator of IS.
Insights
Apparent diffusion coefficient (ADC) and cerebral blood flow (CBF) are significantly lower in patients with ischemic stroke (IS). These MRI parameters effectively diagnose IS and predict patient outcomes, with higher values indicating a better prognosis.
Area of Science:
- Radiology and Imaging
- Neurology
- Cardiovascular Research
Background:
- Ischemic stroke (IS) diagnosis and prognosis are critical for patient management.
- MRI techniques, including perfusion-weighted imaging (PWI) and diffusion-weighted imaging (DWI), offer valuable insights into brain tissue viability.
- Apparent diffusion coefficient (ADC) and cerebral blood flow (CBF) are key quantitative parameters derived from DWI and PWI, respectively.
Purpose of the Study:
- To evaluate the diagnostic and prognostic utility of MRI-derived apparent diffusion coefficient (ADC) and cerebral blood flow (CBF) in patients with ischemic stroke (IS).
- To compare the effectiveness of ADC and CBF in diagnosing IS against established imaging parameters.
- To assess the correlation of ADC and CBF with stroke severity and patient outcomes.
Main Methods:
- Retrospective analysis of 80 IS patients and 50 control subjects with atherosclerotic stenosis but no infarction.
- Comparison of ADC and CBF values between IS patients and controls, and before and after treatment.
- Receiver operating characteristic (ROC) curve analysis for diagnostic and prognostic value; logistic regression for risk factor identification.
Main Results:
- ADC and CBF were significantly lower in IS patients compared to controls (P<0.05).
- ROC analysis showed high diagnostic accuracy for ADC (AUC=0.949) and CBF (AUC=0.926).
- ADC and CBF levels correlated negatively with NIHSS and mRS scores, and were lower in non-survivors, indicating prognostic value.
Conclusions:
- Reduced ADC and CBF values are characteristic of ischemic stroke.
- ADC and CBF serve as reliable diagnostic indicators for IS.
- Elevated ADC and CBF levels are associated with better prognosis, while higher NIHSS and delayed treatment are risk factors.
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