Application of Automatic Segmentation in the Volume of Subregions of Medial Temporal Lobe Epilepsy with Hippocampal Sclerosis
10.3969/j.issn.1005-5185.2025.01.004
- VernacularTitle:自动分割在海马硬化型颞叶内侧癫痫亚区体积中的应用
- Author:
Yiting WANG
1
;
Mengnan YAN
;
Jian LI
;
Yanling ZHANG
;
Jinqin LI
;
Bing CHEN
Author Information
1. 宁夏医科大学临床医学院,宁夏 银川 750004
- Publication Type:Journal Article
- Keywords:
Epilepsy,temporal lobe;
Hippocampal sclerosis;
Hippocampal automatic segmentation;
Magnetic resonance imaging
- From:
Chinese Journal of Medical Imaging
2025;33(1):18-25
- CountryChina
- Language:Chinese
-
Abstract:
Purpose To investigate the value of automated segmentation technique for quantitative study of the volume of each subregion of medial temporal lobe epilepsy(MTLE)with hippocampal sclerosis(HS).Materials and Methods A total of 37 patients with unilateral HS diagnosed by MRI or pathologically confirmed in General Hospital of Ningxia Medical University from January 2021 to May 2023 were prospectively included,including 24 cases of left-sided HS(L-HS)and 13 cases of right-sided HS(R-HS),and 42 healthy volunteers matched in gender and age during the same period were included as a control group.All subjects underwent T1-weighted equal voxel three-dimensional magnetisation-prepared rapid gradient-echo(3D T1 MP-RAGE)scanning.3D T1 MP-RAGE was post-processed by Freesurfer V7 to obtain volume data of the hippocampus and its subregions.The volume data were normalized and the volume asymmetry index was calculated.Within-group and between-group comparisons were performed for standardized volumes of the hippocampus and its subregions,and between-group comparisons were performed for volume asymmetry index values.The diagnostic efficacy of the two indices was assessed and compared using the subject operating characteristic curve and area under the curve.Results The volumes of the hippocampus and its subregions on the affected side were smaller than those on the contralateral side in both the L-HS and R-HS groups,and the volumes of the left hippocampus and its subregions were smaller than those on the right side in the control group,and the differences were statistically significant(t/Z=-15.159-8.324,all P＜0.05).The volumes of the left side of the hippocampus and its subregions in the L-HS group were smaller than those of the left hippocampus and its subregions in the R-HS group and in the control group,and the volumes of the right side of the hippocampus and its subregions in the R-HS group were smaller than those of the L-HS group and the right hippocampus and its subregions of the control group,and the differences were statistically significant(P＜0.05).The differences in the volumes of the right side of the L-HS group and the left side of the R-HS group and the corresponding side of the control group were not statistically significant(P＞0.05).The differences in the volume asymmetry index values of the L-HS group compared with those of the R-HS group and the control group,and those of the R-HS group compared with those of the control group were all statistically significant(P＜0.05).Except for the diagnostic efficacy of volume asymmetry index values of the hippocampus and subiculum in the L-HS group,which was better than that of the volume,and the difference was statistically significant(Z=2.035,1.989,both P＜0.05),the comparison of the volume and volume asymmetry index values of each volume and volume asymmetry index value of the rest of the hippocampus and subregion was not statistically significant(P＞0.05).Conclusion The automatic segmentation technique is of great value for the quantitative study of hippocampus and its subregion volume in MTLE-HS,which can provide more accurate imaging reference for clinical practice.
