Literature DB >> 29061527

PAM50: Unbiased multimodal template of the brainstem and spinal cord aligned with the ICBM152 space.

Benjamin De Leener1, Vladimir S Fonov2, D Louis Collins2, Virginie Callot3, Nikola Stikov4, Julien Cohen-Adad5.   

Abstract

Template-based analysis of multi-parametric MRI data of the spinal cord sets the foundation for standardization and reproducibility, thereby helping the discovery of new biomarkers of spinal-related diseases. While MRI templates of the spinal cord have been recently introduced, none of them cover the entire spinal cord. In this study, we introduced an unbiased multimodal MRI template of the spinal cord and the brainstem, called PAM50, which is anatomically compatible with the ICBM152 brain template and uses the same coordinate system. The PAM50 template is based on 50 healthy subjects, covers the full spinal cord (C1 to L2 vertebral levels) and the brainstem, is available for T1-, T2-and T2*-weighted MRI contrasts and includes a probabilistic atlas of the gray matter and white matter tracts. Template creation accuracy was assessed by computing the mean and maximum distance error between each individual spinal cord centerline and the PAM50 centerline, after registration to the template. Results showed high accuracy for both T1- (mean = 0.37 ± 0.06 mm; max = 1.39 ± 0.58 mm) and T2-weighted (mean = 0.11 ± 0.03 mm; max = 0.71 ± 0.27 mm) contrasts. Additionally, the preservation of the spinal cord topology during the template creation process was verified by comparing the cross-sectional area (CSA) profile, averaged over all subjects, and the CSA profile of the PAM50 template. The fusion of the PAM50 and ICBM152 templates will facilitate group and multi-center studies of combined brain and spinal cord MRI, and enable the use of existing atlases of the brainstem compatible with the ICBM space.
Copyright © 2017 Elsevier Inc. All rights reserved.

Entities:  

Keywords:  Atlas; ICBM; MRI; Spinal cord; Template

Mesh:

Year:  2017        PMID: 29061527     DOI: 10.1016/j.neuroimage.2017.10.041

Source DB:  PubMed          Journal:  Neuroimage        ISSN: 1053-8119            Impact factor:   6.556


  38 in total

1.  Diffusion MRI microstructural models in the cervical spinal cord - Application, normative values, and correlations with histological analysis.

Authors:  Kurt G Schilling; Samantha By; Haley R Feiler; Bailey A Box; Kristin P O'Grady; Atlee Witt; Bennett A Landman; Seth A Smith
Journal:  Neuroimage       Date:  2019-07-19       Impact factor: 6.556

2.  Spatial correspondence of spinal cord white matter tracts using diffusion tensor imaging, fibre tractography, and atlas-based segmentation.

Authors:  Stewart McLachlin; Jason Leung; Vignesh Sivan; Pierre-Olivier Quirion; Phoenix Wilkie; Julien Cohen-Adad; Cari Marisa Whyne; Michael Raymond Hardisty
Journal:  Neuroradiology       Date:  2021-01-14       Impact factor: 2.804

3.  Machine Learning for the Prediction of Cervical Spondylotic Myelopathy: A Post Hoc Pilot Study of 28 Participants.

Authors:  Benjamin S Hopkins; Kenneth A Weber; Kartik Kesavabhotla; Monica Paliwal; Donald R Cantrell; Zachary A Smith
Journal:  World Neurosurg       Date:  2019-03-25       Impact factor: 2.104

4.  Spatial distribution of multiple sclerosis lesions in the cervical spinal cord.

Authors:  Dominique Eden; Charley Gros; Atef Badji; Sara M Dupont; Benjamin De Leener; Josefina Maranzano; Ren Zhuoquiong; Yaou Liu; Tobias Granberg; Russell Ouellette; Leszek Stawiarz; Jan Hillert; Jason Talbott; Elise Bannier; Anne Kerbrat; Gilles Edan; Pierre Labauge; Virginie Callot; Jean Pelletier; Bertrand Audoin; Henitsoa Rasoanandrianina; Jean-Christophe Brisset; Paola Valsasina; Maria A Rocca; Massimo Filippi; Rohit Bakshi; Shahamat Tauhid; Ferran Prados; Marios Yiannakas; Hugh Kearney; Olga Ciccarelli; Seth A Smith; Constantina Andrada Treaba; Caterina Mainero; Jennifer Lefeuvre; Daniel S Reich; Govind Nair; Timothy M Shepherd; Erik Charlson; Yasuhiko Tachibana; Masaaki Hori; Kouhei Kamiya; Lydia Chougar; Sridar Narayanan; Julien Cohen-Adad
Journal:  Brain       Date:  2019-03-01       Impact factor: 13.501

5.  Multiple sclerosis lesions in motor tracts from brain to cervical cord: spatial distribution and correlation with disability.

Authors:  Anne Kerbrat; Charley Gros; Atef Badji; Elise Bannier; Francesca Galassi; Benoit Combès; Raphaël Chouteau; Pierre Labauge; Xavier Ayrignac; Clarisse Carra-Dalliere; Josefina Maranzano; Tobias Granberg; Russell Ouellette; Leszek Stawiarz; Jan Hillert; Jason Talbott; Yasuhiko Tachibana; Masaaki Hori; Kouhei Kamiya; Lydia Chougar; Jennifer Lefeuvre; Daniel S Reich; Govind Nair; Paola Valsasina; Maria A Rocca; Massimo Filippi; Renxin Chu; Rohit Bakshi; Virginie Callot; Jean Pelletier; Bertrand Audoin; Adil Maarouf; Nicolas Collongues; Jérôme De Seze; Gilles Edan; Julien Cohen-Adad
Journal:  Brain       Date:  2020-07-01       Impact factor: 13.501

6.  Multiple sclerosis lesions affect intrinsic functional connectivity of the spinal cord.

Authors:  Benjamin N Conrad; Robert L Barry; Baxter P Rogers; Satoshi Maki; Arabinda Mishra; Saakshi Thukral; Subramaniam Sriram; Aashim Bhatia; Siddharama Pawate; John C Gore; Seth A Smith
Journal:  Brain       Date:  2018-06-01       Impact factor: 13.501

7.  Sensitivity of the Inhomogeneous Magnetization Transfer Imaging Technique to Spinal Cord Damage in Multiple Sclerosis.

Authors:  H Rasoanandrianina; S Demortière; A Trabelsi; J P Ranjeva; O Girard; G Duhamel; M Guye; J Pelletier; B Audoin; V Callot
Journal:  AJNR Am J Neuroradiol       Date:  2020-05       Impact factor: 3.825

8.  Magnetic Resonance Imaging Atlas-Based Volumetric Mapping of the Cervical Cord Gray Matter in Cervical Canal Stenosis.

Authors:  Zachary A Smith; Kenneth A Weber; Monica Paliwal; Benjamin S Hopkins; Alexander J Barry; Donald Cantrell; Aruna Ganju; Tyler R Koski; Todd B Parrish; Yasin Dhaher
Journal:  World Neurosurg       Date:  2019-11-11       Impact factor: 2.104

Review 9.  Traumatic and nontraumatic spinal cord injury: pathological insights from neuroimaging.

Authors:  Gergely David; Siawoosh Mohammadi; Allan R Martin; Julien Cohen-Adad; Nikolaus Weiskopf; Alan Thompson; Patrick Freund
Journal:  Nat Rev Neurol       Date:  2019-10-31       Impact factor: 42.937

10.  Lateral Corticospinal Tract and Dorsal Column Damage: Predictive Relationships With Motor and Sensory Scores at Discharge From Acute Rehabilitation After Spinal Cord Injury.

Authors:  Andrew C Smith; Denise R O'Dell; Stephanie R Albin; Jeffrey C Berliner; David Dungan; Eli Robinson; James M Elliott; Julio Carballido-Gamio; Jennifer Stevens-Lapsley; Kenneth A Weber
Journal:  Arch Phys Med Rehabil       Date:  2021-08-08       Impact factor: 3.966

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