Spatial normalization of ultrahigh resolution 7 T magnetic resonance imaging data of the postmortem human subthalamic nucleus: a multistage approach

Research output: Contribution to journalResearch articleContributedpeer-review


  • Marcel Weiss - , University of Amsterdam (Author)
  • Anneke Alkemade - (Author)
  • Max C Keuken - (Author)
  • Christa Müller-Axt - , Chair of Cognitive and Clinical Neuroscience (Author)
  • Stefan Geyer - (Author)
  • Robert Turner - (Author)
  • Birte U Forstmann - (Author)


In this paper, we describe a novel processing strategy for the spatial normalization of ultrahigh resolution magnetic resonance imaging (MRI) data of small ex vivo samples into MNI standard space. We present a multistage scanning and registration method for data of the subthalamic nucleus (STN) obtained using ultrahigh 7 T MRI on four human postmortem brain samples. Four whole brains were obtained and subjected to multistage MRI scanning, corresponding to four different brain dissection stages. Data sets were acquired with an isotropic resolution of 100 μm enabling accurate manual segmentation of the STN. Spatial normalization to MNI reference space was performed, probability maps were calculated, and results were cross-checked with an independent in vivo dataset showing significant overlay. Normalization of results obtained from small tissue samples into MNI standard space will facilitate comparison between individual subjects, as well as between studies. When combining ultrahigh resolution MRI of ex vivo samples with histological studies via blockface imaging, our method enables further insight and inference as multimodal data can be compared within the same reference space. This novel technique may be of value for research purposes using functional MRI techniques, and in the future may be of assistance for anatomical orientation in clinical practice.


Original languageEnglish
Pages (from-to)1695-1703
Number of pages9
JournalBrain structure & function
Issue number3
Publication statusPublished - 2015

External IDs

PubMedCentral PMC4409638
Scopus 84896432617



  • Adult, Aged, Aged, 80 and over, Autopsy/methods, Brain/pathology, Brain Mapping/methods, Female, Humans, Image Processing, Computer-Assisted/methods, Magnetic Resonance Imaging/methods, Male, Middle Aged, Multimodal Imaging/instrumentation, Subthalamic Nucleus/pathology, Time Factors

Library keywords