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Research ArticleSpine Imaging and Spine Image-Guided Interventions

Quantification of DTI in the Pediatric Spinal Cord: Application to Clinical Evaluation in a Healthy Patient Population

B.B. Reynolds, S. By, Q.R. Weinberg, A.A. Witt, A.T. Newton, H.R. Feiler, B. Ramkorun, D.B. Clayton, P. Couture, J.E. Martus, M. Adams, J.C. Wellons, S.A. Smith and A. Bhatia
American Journal of Neuroradiology June 2019, DOI: https://doi.org/10.3174/ajnr.A6104
B.B. Reynolds
fInstitute of Imaging Science (B.B.R., S.B., Q.R.W., A.A.W., A.T.N., H.R.F., B.R., S.A.S., A.B.), Vanderbilt University, Nashville, Tennessee
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S. By
fInstitute of Imaging Science (B.B.R., S.B., Q.R.W., A.A.W., A.T.N., H.R.F., B.R., S.A.S., A.B.), Vanderbilt University, Nashville, Tennessee
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Q.R. Weinberg
fInstitute of Imaging Science (B.B.R., S.B., Q.R.W., A.A.W., A.T.N., H.R.F., B.R., S.A.S., A.B.), Vanderbilt University, Nashville, Tennessee
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A.A. Witt
fInstitute of Imaging Science (B.B.R., S.B., Q.R.W., A.A.W., A.T.N., H.R.F., B.R., S.A.S., A.B.), Vanderbilt University, Nashville, Tennessee
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A.T. Newton
aFrom the Department of Radiology and Radiological Sciences (A.T.N., P.C., S.A.S., A.B.)
cPediatrics (A.T.N.)
fInstitute of Imaging Science (B.B.R., S.B., Q.R.W., A.A.W., A.T.N., H.R.F., B.R., S.A.S., A.B.), Vanderbilt University, Nashville, Tennessee
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H.R. Feiler
fInstitute of Imaging Science (B.B.R., S.B., Q.R.W., A.A.W., A.T.N., H.R.F., B.R., S.A.S., A.B.), Vanderbilt University, Nashville, Tennessee
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B. Ramkorun
fInstitute of Imaging Science (B.B.R., S.B., Q.R.W., A.A.W., A.T.N., H.R.F., B.R., S.A.S., A.B.), Vanderbilt University, Nashville, Tennessee
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D.B. Clayton
bUrology (D.B.C., M.A.)
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P. Couture
aFrom the Department of Radiology and Radiological Sciences (A.T.N., P.C., S.A.S., A.B.)
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J.E. Martus
dDivision of Pediatric Orthopaedics (J.E.M.), Monroe Carell Jr. Children's Hospital at Vanderbilt, Nashville, Tennessee
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M. Adams
bUrology (D.B.C., M.A.)
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J.C. Wellons III
gDepartment of Ophthalmology (S.A.S., J.C.W. III), Vanderbilt University Medical Center, Nashville, Tennessee.
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S.A. Smith
aFrom the Department of Radiology and Radiological Sciences (A.T.N., P.C., S.A.S., A.B.)
eDepartment of Biomedical Engineering (S.A.S.)
fInstitute of Imaging Science (B.B.R., S.B., Q.R.W., A.A.W., A.T.N., H.R.F., B.R., S.A.S., A.B.), Vanderbilt University, Nashville, Tennessee
gDepartment of Ophthalmology (S.A.S., J.C.W. III), Vanderbilt University Medical Center, Nashville, Tennessee.
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A. Bhatia
aFrom the Department of Radiology and Radiological Sciences (A.T.N., P.C., S.A.S., A.B.)
fInstitute of Imaging Science (B.B.R., S.B., Q.R.W., A.A.W., A.T.N., H.R.F., B.R., S.A.S., A.B.), Vanderbilt University, Nashville, Tennessee
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Abstract

BACKGROUND AND PURPOSE: The purpose of the study is to characterize diffusion tensor imaging indices in the developing spinal cord, evaluating differences based on age and cord region. Describing the progression of DTI indices in the pediatric cord increases our understanding of spinal cord development.

MATERIALS AND METHODS: A retrospective analysis was performed on DTI acquired in 121 pediatric patients (mean, 8.6 years; range, 0.3–18.0 years) at Monroe Carell Jr. Children's Hospital at Vanderbilt from 2017 to 2018. Diffusion-weighted images (15 directions; b = 750 s/mm2; slice thickness, 5 mm; in-plane resolution, 1.0 × 1.0 mm2) were acquired on a 3T scanner in the cervicothoracic and/or thoracolumbar cord. Manual whole-cord segmentation was performed. Images were masked and further segmented into cervical, upper thoracic, thoracolumbar, and conus regions. Analyses of covariance were performed for each DTI-derived index to investigate how age affects diffusion across cord regions, and 95% confidence intervals were calculated across age for each derived index and region. Post hoc testing was performed to analyze regional differences.

RESULTS: Analyses of covariance revealed significant correlations of age with axial diffusivity, mean diffusivity, and fractional anisotropy (all, P < .001). There were also significant differences among cord regions for axial diffusivity, radial diffusivity, mean diffusivity, and fractional anisotropy (all, P < .001).

CONCLUSIONS: This research demonstrates that diffusion evolves in the pediatric spinal cord during development, dependent on both cord region and the diffusion index of interest. Future research could investigate how diffusion may be affected by common pediatric spinal pathologies.

ABBREVIATIONS:

AD
axial diffusivity
ANCOVA
analyses of covariance
DTI
diffusion tensor imaging
EPI
echo planar imaging
FA
fractional anisotropy
FOV
field-of-view
GM
gray matter
MD
mean diffusivity
PMM
population marginal means
RD
radial diffusivity
SNR
signal to noise ratio
WM
white matter

Footnotes

  • Disclosures: Samantha By—UNRELATED: Employment: Hyperfine, Philips, Comments: employee of Hyperfine August 27, 2018 to present, employee of Philips, August 2018 to September 2019; Stock/Stock Options: Hyperfine.

  • This research was supported, in part, by the Surgical Outcomes Center for Kids at Monroe Carell Jr. Children's Hospital at Vanderbilt and through the Section for Surgical Sciences at Vanderbilt University Medical Center.

  • © 2019 by American Journal of Neuroradiology
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Cite this article
B.B. Reynolds, S. By, Q.R. Weinberg, A.A. Witt, A.T. Newton, H.R. Feiler, B. Ramkorun, D.B. Clayton, P. Couture, J.E. Martus, M. Adams, J.C. Wellons, S.A. Smith, A. Bhatia
Quantification of DTI in the Pediatric Spinal Cord: Application to Clinical Evaluation in a Healthy Patient Population
American Journal of Neuroradiology Jun 2019, DOI: 10.3174/ajnr.A6104

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Quantification of DTI in the Pediatric Spinal Cord: Application to Clinical Evaluation in a Healthy Patient Population
B.B. Reynolds, S. By, Q.R. Weinberg, A.A. Witt, A.T. Newton, H.R. Feiler, B. Ramkorun, D.B. Clayton, P. Couture, J.E. Martus, M. Adams, J.C. Wellons, S.A. Smith, A. Bhatia
American Journal of Neuroradiology Jun 2019, DOI: 10.3174/ajnr.A6104
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