Characterization of hippocampal subfields using ex vivo MRI and histology data: Lessons for in vivo segmentation

被引:34
作者
de Flores, Robin [1 ,2 ,3 ]
Berron, David [4 ]
Ding, Song-Lin [5 ,6 ]
Ittyerah, Ranjit [1 ]
Pluta, John B. [1 ]
Xie, Long [1 ]
Adler, Daniel H. [1 ]
Robinson, John L. [7 ]
Schuck, Theresa [7 ]
Trojanowski, John Q. [7 ]
Grossman, Murray [2 ]
Liu, Weixia [1 ]
Pickup, Stephen [1 ]
Das, Sandhitsu R. [2 ,3 ]
Wolk, David A. [2 ,3 ]
Yushkevich, Paul A. [1 ]
Wisse, Laura E. M. [1 ,2 ,3 ]
机构
[1] Univ Penn, Dept Radiol, Richards Bldg,6th Floor, Philadelphia, PA 19104 USA
[2] Univ Penn, Dept Neurol, Philadelphia, PA 19104 USA
[3] Univ Penn, Penn Memory Ctr, Philadelphia, PA 19104 USA
[4] Lund Univ, Clin Memory Res Unit, Clin Sci Malmo, Lund, Sweden
[5] Allen Inst Brain Sci, Seattle, WA USA
[6] Guangzhou Med Univ, Sch Basic Med Sci, Inst Neurosci, Guangzhou, Guangdong, Peoples R China
[7] Univ Penn, Ctr Neurodegenerat Dis Res, Philadelphia, PA 19104 USA
基金
美国国家卫生研究院;
关键词
ex vivo; hippocampal subfields; histology; in vivo; MRI; segmentation; MILD COGNITIVE IMPAIRMENT; ALZHEIMERS-DISEASE; PARAHIPPOCAMPAL SUBREGIONS; PATTERN SEPARATION; TAU PATHOLOGY; AGE; PROTOCOL; ATROPHY; BRAIN; VOLUMETRY;
D O I
10.1002/hipo.23172
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
Hippocampal subfield segmentation on in vivo MRI is of great interest for cognition, aging, and disease research. Extant subfield segmentation protocols have been based on neuroanatomical references, but these references often give limited information on anatomical variability. Moreover, there is generally a mismatch between the orientation of the histological sections and the often anisotropic coronal sections on in vivo MRI. To address these issues, we provide a detailed description of hippocampal anatomy using a postmortem dataset containing nine specimens of subjects with and without dementia, which underwent a 9.4 T MRI and histological processing. Postmortem MRI matched the typical orientation of in vivo images and segmentations were generated in MRI space, based on the registered annotated histological sections. We focus on the following topics: the order of appearance of subfields, the location of subfields relative to macroanatomical features, the location of subfields in the uncus and tail and the composition of the dark band, a hypointense layer visible in T2-weighted MRI. Our main findings are that: (a) there is a consistent order of appearance of subfields in the hippocampal head, (b) the composition of subfields is not consistent in the anterior uncus, but more consistent in the posterior uncus, (c) the dark band consists only of the CA-stratum lacunosum moleculare, not the strata moleculare of the dentate gyrus, (d) the subiculum/CA1 border is located at the middle of the width of the hippocampus in the body in coronal plane, but moves in a medial direction from anterior to posterior, and (e) the variable location and composition of subfields in the hippocampal tail can be brought back to a body-like appearance when reslicing the MRI scan following the curvature of the tail. Our findings and this publicly available dataset will hopefully improve anatomical accuracy of future hippocampal subfield segmentation protocols.
引用
收藏
页码:545 / 564
页数:20
相关论文
共 61 条
[1]   Characterizing the human hippocampus in aging and Alzheimer's disease using a computational atlas derived from ex vivo MRI and histology [J].
Adler, Daniel H. ;
Wisse, Laura E. M. ;
Ittyerah, Ranjit ;
Pluta, John B. ;
Ding, Song-Lin ;
Xie, Long ;
Wang, Jiancong ;
Kadivar, Salmon ;
Robinson, John L. ;
Schuck, Theresa ;
Trojanowski, John Q. ;
Grossman, Murray ;
Detre, John A. ;
Elliott, Mark A. ;
Toledo, Jon B. ;
Liu, Weixia ;
Pickup, Stephen ;
Miller, Michael I. ;
Das, Sandhitsu R. ;
Wolk, David A. ;
Yushkevich, Paul A. .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2018, 115 (16) :4252-4257
[2]   Histology-derived volumetric annotation of the human hippocampal subfields in postmortem MRI [J].
Adler, Daniel H. ;
Pluta, John ;
Kadivar, Salmon ;
Craige, Caryne ;
Gee, James C. ;
Avants, Brian B. ;
Yushkevich, Paul A. .
NEUROIMAGE, 2014, 84 :505-523
[3]   Cytoarchitectonic mapping of the human amygdala, hippocampal region and entorhinal cortex: intersubject variability and probability maps [J].
Amunts, K ;
Kedo, O ;
Kindler, M ;
Pieperhoff, P ;
Mohlberg, H ;
Shah, NJ ;
Habel, U ;
Schneider, F ;
Zilles, K .
ANATOMY AND EMBRYOLOGY, 2005, 210 (5-6) :343-352
[4]  
[Anonymous], 2008, Atlas of the Human Brain
[5]   Pattern separation in the human hippocampal CA3 and dentate gyrus [J].
Bakker, Arnold ;
Kirwan, C. Brock ;
Miller, Michael ;
Stark, Craig E. L. .
SCIENCE, 2008, 319 (5870) :1640-1642
[6]   A protocol for manual segmentation of medial temporal lobe subregions in 7 Tesla MRI [J].
Berron, D. ;
Vieweg, P. ;
Hochkeppler, A. ;
Pluta, J. B. ;
Ding, S. -L. ;
Maass, A. ;
Luther, A. ;
Xie, L. ;
Das, S. R. ;
Wolk, D. A. ;
Wolbers, T. ;
Yushkevich, P. A. ;
Duezel, E. ;
Wisse, L. E. M. .
NEUROIMAGE-CLINICAL, 2017, 15 :466-482
[7]   Strong Evidence for Pattern Separation in Human Dentate Gyrus [J].
Berron, David ;
Schuetze, Hartmut ;
Maass, Anne ;
Cardenas-Blanco, Arturo ;
Kuijf, Hugo J. ;
Kumaran, Dharshan ;
Duezel, Emrah .
JOURNAL OF NEUROSCIENCE, 2016, 36 (29) :7569-7579
[8]   Multi-voxel pattern analysis in human hippocampal subfields [J].
Bonnici, Heidi M. ;
Chadwick, Martin J. ;
Kumaran, Dharshan ;
Hassabis, Demis ;
Weiskopf, Nikolaus ;
Maguire, Eleanor A. .
FRONTIERS IN HUMAN NEUROSCIENCE, 2012, 6
[9]   NEUROPATHOLOGICAL STAGING OF ALZHEIMER-RELATED CHANGES [J].
BRAAK, H ;
BRAAK, E .
ACTA NEUROPATHOLOGICA, 1991, 82 (04) :239-259
[10]   Staging of Alzheimer disease-associated neurofibrillary pathology using paraffin sections and immunocytochemistry [J].
Braak, Heiko ;
Alafuzoff, Irina ;
Arzberger, Thomas ;
Kretzschmar, Hans ;
Del Tredici, Kelly .
ACTA NEUROPATHOLOGICA, 2006, 112 (04) :389-404