NeuroImageNeurosciencePeer-reviewed journal article
Toward defining deep brain stimulation targets in MNI space: A subcortical atlas based on multimodal MRI, histology and structural connectivity
Siobhán Ewert, Philip PlettigiD, Ningfei LiiD, M. Mallar ChakravartyiD, D. Louis CollinsiD, Todd M. HerringtoniD, Andrea A. KühniD, Andreas HorniD
Abstract
Three-dimensional atlases of subcortical brain structures are valuable tools to reference anatomy in neuroscience and neurology. In the special case of deep brain stimulation (DBS), the three most common targets are the subthalamic nucleus (STN), the internal part of the pallidum (GPi) and the ventral intermediate nucleus of the thalamus (VIM). With the help of atlases that define the position and shape of these target regions within a well-defined stereotactic space, their spatial relationship to implanted deep brain stimulation (DBS) electrodes may be determined.\n\nHere we present a composite atlas based on manual segmentations of a multi-modal high-resolution MNI template series, histology and structural connectivity. To attain exact congruence to the template anatomy, key structures were defined using all four modalities of the template simultaneously. In a first step tissue probability maps were defined based on the multimodal intensity profile of each structure. These observer-independent probability maps provided an excellent basis for the subsequent manual segmentation particularly when defining the outline of the target regions.\n\nSecond, the key structures were used as an anchor point to coregister a histology based atlas into standard space. Finally, a sub-segmentation of the subthalamic nucleus into three functional zones was estimated based on structural connectivity. The resulting composite atlas uses the spatial information of the MNI template for DBS key structures that are visible on the template itself. For remaining structures, it relies on histology or structural connectivity. In this way the final atlas combines the anatomical detail of a histology based atlas with the spatial accuracy of key structures in relationship to the template anatomy. Thus, the atlas provides an ideal tool for the analysis of DBS electrode placement.\n\nHighlightsO_LIComposite subcortical atlas based on a multimodal, high definition MNI template series, histology and tractography\nC_LIO_LIHigh definition atlas of DBS targets exactly matching MNI 152 NLIN 2009b space\nC_LIO_LIMultimodal subcortical segmentation algorithm applied to MNI template\nC_LI
- Citations
- 603
- FWCI
- 5.83
- Field percentile
- top 2%
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Deep Brain Stimulation: Imaging on a group level
Svenja Treu, Bryan Andrew Strange, … Andreas Horn·NeuroImagePeer-reviewed·Jun 4, 2020
- Lead-DBS v2: Towards a comprehensive pipeline for deep brain stimulation imaging
Andreas Horn, Ningfei Li, … Andrea A. Kühn·bioRxiv·Aug 28, 2018
- Automatic Localization of the Subthalamic Nucleus on Patient-Specific Clinical MRI by Incorporating 7T MRI and Machine Learning: Application in Deep Brain Stimulation
Jinyoung Kim, Yuval Duchin, … Guillermo Sapiro·Human Brain MappingPeer-reviewed·Oct 31, 2018
- A precise atlas of the human subcortex
Helen Friedrich, Ilkem Aysu Sahin, … Andreas Horn·bioRxiv·Sep 14, 2026
- The Subcortical Atlas of the Marmoset (SAM) monkey based on high-resolution MRI and histology
Kadharbatcha S. Saleem, Alexandru V Avram, … Peter J. Basser·Cerebral CortexPeer-reviewed·Mar 8, 2024
- No evidence for three functionally specialized subregions in the subthalamic nucleus: A model-based 7 T fMRI study
Steven Miletić, Max Cornelis Keuken, … Birte U. Forstmann·bioRxiv·Aug 12, 2021