Effects of Age and Alzheimer's Disease on Hippocampal Subfields: Comparison Between Manual and FreeSurfer Volumetry

被引:102
作者
de Flores, Robin [1 ,2 ,3 ,4 ]
La Joie, Renaud [1 ,2 ,3 ,4 ]
Landeau, Brigitte [1 ,2 ,3 ,4 ]
Perrotin, Audrey [1 ,2 ,3 ,4 ]
Mezenge, Florence [1 ,2 ,3 ,4 ]
de La Sayette, Vincent [1 ,2 ,3 ,5 ]
Eustache, Francis [1 ,2 ,3 ,4 ]
Desgranges, Beatrice [1 ,2 ,3 ,4 ]
Chetelat, Gael [1 ,2 ,3 ,4 ]
机构
[1] INSERM, U1077, Caen, France
[2] Univ Caen Basse Normandie, UMR S1077, F-14074 Caen, France
[3] Ecole Prat Hautes Etud, UMR S1077, Caen, France
[4] CHU Caen, U1077, F-14000 Caen, France
[5] CHU Caen, Serv Neurol, F-14000 Caen, France
关键词
hippocampal subfields; aging; Alzheimer's disease; manual segmentation; FreeSurfer segmentation; magnetic resonance imaging; MILD COGNITIVE IMPAIRMENT; AUTOMATED SEGMENTATION; REGIONAL VULNERABILITY; NEURON NUMBER; ATROPHY; MEMORY; DEMENTIA; ACTIVATION; RETRIEVAL; SHAPE;
D O I
10.1002/hbm.22640
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
Growing interest has developed in hippocampal subfield volumetry over the past few years and an increasing number of studies use the automatic segmentation algorithm implemented in FreeSurfer. However, this approach has not been validated on standard resolution T1-weighted magnetic resonance (MR) as used in most studies. We aimed at comparing hippocampal subfield segmentation using FreeSurfer on standard T1-weighted images versus manual delineation on dedicated high-resolution hippocampal scans. Hippocampal subfields were segmented in 133 individuals including 98 cognitively normal controls aged 19-84 years, 17 mild cognitive impairment and 18 Alzheimer's disease (AD) patients using both methods. Intraclass correlation coefficients (ICC) and Bland-Altman plots were computed to assess the consistency between both methods, and the effects of age and diagnosis were assessed from both measures. Low to moderate ICC (0.31-0.74) were found for the subiculum and other subfields as well as for the whole hippocampus, and the correlations were very low for cornu ammonis (CA)1 (<0.1). FreeSurfer CA1 volume estimates were found to be much lower than those obtained from manual segmentation, and this bias was proportional to the volume of this structure so that no effect of age or AD could be detected on FreeSurfer CA1 volumes. This study points to the differences in the anatomic definition of the subfields between FreeSurfer and manual delineation, especially for CA1, and provides clue for improvement of this automatic technique for potential clinical application on standard T1-weighted MR. Hum Brain Mapp 36:463-474, 2015. (c) 2014 Wiley Periodicals, Inc.
引用
收藏
页码:463 / 474
页数:12
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