Diagnostic Performance Using a Combination of MRI Findings for Evaluating Cognitive Decline
- Author:
Jin Young BYUN
1
;
Min Kyoung LEE
;
So Lyung JUNG
Author Information
- Publication Type:Original Article
- From: Journal of the Korean Society of Radiology 2024;85(1):184-196
- CountryRepublic of Korea
- Language:English
-
Abstract:
Purpose:We investigated potentially promising imaging findings and their combinations in the evaluation of cognitive decline.
Materials and Methods:This retrospective study included 138 patients with subjective cognitive impairments, who underwent brain MRI. We classified the same group of patients into Alzheimer’s disease (AD) and non-AD groups, based on the neuropsychiatric evaluation. We analyzed imaging findings, including white matter hyperintensity (WMH) and cerebral microbleeds (CMBs), using the Kruskal–Wallis test for group comparison, and receiver operating characteristic (ROC) curve analysis for assessing the diagnostic performance of imaging findings.
Results:CMBs in the lobar or deep locations demonstrated higher prevalence in the patients with AD compared to those in the non-AD group. The presence of lobar CMBs combined with periventricular WMH (area under the ROC curve [AUC] = 0.702 [95% confidence interval: 0.599–0.806], p < 0.001) showed the highest performance in differentiation of AD from non-AD group.
Conclusion:Combinations of imaging findings can serve as useful additive diagnostic tools in the assessment of cognitive decline.
