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Abnormal white matter along fibers by automated fiber quantification in patients undergoing hemodialysis.

Authors :
Chen, Hui Juan
Qiu, Jie
Xu, Xiaoling
Guo, Yihao
Fu, Lili
Fu, Qingqing
Wu, Yanglei
Qi, Yonghui
Chen, Feng
Source :
Neurological Sciences; Dec2023, Vol. 44 Issue 12, p4499-4509, 11p
Publication Year :
2023

Abstract

Background: Abnormal white matter has been reported in patients with end-stage renal disease (ESRD). However, few studies have investigated the relationship between specific damage segments and cognition in ESRD. This study aimed to delineate white matter alterations in ESRD and its relationship with cognition. Methods: A total of 36 patients undergoing hemodialysis and 25 healthy controls underwent diffusion tensor imaging (DTI) and a series of neuropsychiatric tests. Automated fiber quantification was used to extract distinct DTI indices, and the relationship between the specific segment of the white matter and clinical properties was investigated. Furthermore, a support vector machine was applied to differentiate patients with ESRD from healthy controls. Results: Fractional anisotropy values decreased in multiple fiber bundles, including bilateral thalamic radiata, cingulum cingulate, inferior fronto-occipital fasciculus (IFOF), uncinate, Callosum_Forceps_Major/Callosum_Forceps_Minor (CFMaj/CFMin), and left uncinate from the tract level in patients with ESRD. Specific damaged segments were detected in 8 fiber bundles, including bilateral thalamic radiation, cingulum cingulate, IFOF, CFMin, and left corticospinal tract. Few alterations in these fiber bundles were correlated with cognition impairment and hemoglobin levels. The tract profiles of the left thalamic radiata and left cingulum cingulate could be used to differentiate hemodialysis patients from healthy controls, with an accuracy of 76.9% and 67.6%, respectively. Conclusions: This study revealed white matter damage in hemodialysis patients. This damage occurred in specific segments of the tract, especially in the left thalamic radiata and left cingulum cingulate, which might become a new biomarker for patients with ESRD and cognition impairment. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
15901874
Volume :
44
Issue :
12
Database :
Complementary Index
Journal :
Neurological Sciences
Publication Type :
Academic Journal
Accession number :
173558376
Full Text :
https://doi.org/10.1007/s10072-023-06912-8