A reproducible pipeline for parcellation of the anterior limb of the internal capsule.

anterior limb of the internal capsule deep brain stimulation diffusion MRI prefrontal cortex tractography white matter

Journal

Biological psychiatry. Cognitive neuroscience and neuroimaging
ISSN: 2451-9030
Titre abrégé: Biol Psychiatry Cogn Neurosci Neuroimaging
Pays: United States
ID NLM: 101671285

Informations de publication

Date de publication:
23 Jul 2024
Historique:
received: 04 06 2024
revised: 11 07 2024
accepted: 11 07 2024
medline: 26 7 2024
pubmed: 26 7 2024
entrez: 25 7 2024
Statut: aheadofprint

Résumé

The anterior limb of the internal capsule (ALIC) is a white matter structure connecting the prefrontal cortex (PFC) to the brainstem, thalamus, and subthalamic nucleus. It is a target for deep brain stimulation (DBS) for obsessive-compulsive disorder. There is strong interest in improving DBS targeting by using diffusion tractography to reconstruct and target specific ALIC fiber pathways, but this methodology is susceptible to errors and lacks validation. To address these limitations, we developed a novel diffusion tractography pipeline that generates reliable and biologically validated ALIC white matter reconstructions. Following algorithm development and refinement, we analyzed 43 control subjects each with 2 sets of 3T MRI data and a subset of 5 controls with 7T data from the Human Connectome Project. We generated 22 segmented ALIC fiber bundles (11 per hemisphere) based on prefrontal PFC regions of interest, and we analyzed the relationships among bundles. We successfully reproduced the topographies established by prior anatomical work using images acquired at both 3T and 7T. Quantitative assessment demonstrated significantly smaller intra-subject variability relative to inter-subject variability for both test and retest groups across all but one PFC region. We examined the overlap between fibers from different PFC regions and a response tract for obsessive-compulsive disorder deep brain stimulation, and we reconstructed the PFC hyperdirect pathway using a modified version of our pipeline. Our dMRI algorithm reliably generates biologically validated ALIC white matter reconstructions, allowing for more precise modelling of fibers for neuromodulation therapies.

Sections du résumé

BACKGROUND BACKGROUND
The anterior limb of the internal capsule (ALIC) is a white matter structure connecting the prefrontal cortex (PFC) to the brainstem, thalamus, and subthalamic nucleus. It is a target for deep brain stimulation (DBS) for obsessive-compulsive disorder. There is strong interest in improving DBS targeting by using diffusion tractography to reconstruct and target specific ALIC fiber pathways, but this methodology is susceptible to errors and lacks validation. To address these limitations, we developed a novel diffusion tractography pipeline that generates reliable and biologically validated ALIC white matter reconstructions.
METHODS METHODS
Following algorithm development and refinement, we analyzed 43 control subjects each with 2 sets of 3T MRI data and a subset of 5 controls with 7T data from the Human Connectome Project. We generated 22 segmented ALIC fiber bundles (11 per hemisphere) based on prefrontal PFC regions of interest, and we analyzed the relationships among bundles.
RESULTS RESULTS
We successfully reproduced the topographies established by prior anatomical work using images acquired at both 3T and 7T. Quantitative assessment demonstrated significantly smaller intra-subject variability relative to inter-subject variability for both test and retest groups across all but one PFC region. We examined the overlap between fibers from different PFC regions and a response tract for obsessive-compulsive disorder deep brain stimulation, and we reconstructed the PFC hyperdirect pathway using a modified version of our pipeline.
DISCUSSION CONCLUSIONS
Our dMRI algorithm reliably generates biologically validated ALIC white matter reconstructions, allowing for more precise modelling of fibers for neuromodulation therapies.

Identifiants

pubmed: 39053578
pii: S2451-9022(24)00196-4
doi: 10.1016/j.bpsc.2024.07.008
pii:
doi:

Types de publication

Journal Article

Langues

eng

Sous-ensembles de citation

IM

Informations de copyright

Copyright © 2024. Published by Elsevier Inc.

Auteurs

Karianne Sretavan (K)

Graduate Program in Neuroscience, University of Minnesota, Minneapolis, Minnesota; Center for Magnetic Resonance Research, Department of Radiology, University of Minnesota, Minneapolis, Minnesota.

Henry Braun (H)

Center for Magnetic Resonance Research, Department of Radiology, University of Minnesota, Minneapolis, Minnesota.

Zoe Liu (Z)

Department of Neuroscience, University of Minnesota, Minneapolis, Minnesota.

Daniel Bullock (D)

Department of Neuroscience, University of Minnesota, Minneapolis, Minnesota.

Tara Palnitkar (T)

Center for Magnetic Resonance Research, Department of Radiology, University of Minnesota, Minneapolis, Minnesota.

Remi Patriat (R)

Center for Magnetic Resonance Research, Department of Radiology, University of Minnesota, Minneapolis, Minnesota.

Jayashree Chandrasekaran (J)

Center for Magnetic Resonance Research, Department of Radiology, University of Minnesota, Minneapolis, Minnesota.

Samuel Brenny (S)

Center for Magnetic Resonance Research, Department of Radiology, University of Minnesota, Minneapolis, Minnesota.

Matthew D Johnson (MD)

Department of Biomedical Engineering, University of Minnesota, Minneapolis, Minnesota.

Alik S Widge (AS)

Department of Psychiatry, University of Minnesota, Minneapolis, Minnesota.

Noam Harel (N)

Center for Magnetic Resonance Research, Department of Radiology, University of Minnesota, Minneapolis, Minnesota; Department of Neurosurgery, University of Minnesota, Minneapolis, Minnesota.

Sarah R Heilbronner (SR)

Department of Neurosurgery, Baylor College of Medicine, Houston, Texas. Electronic address: sarah.heilbronner@bcm.edu.

Classifications MeSH