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Intersubject Variability and Normalization Strategies for Spinal Cord Total Cross-Sectional and Gray Matter Areas
- Source :
- Journal of neuroimaging : official journal of the American Society of Neuroimaging, vol 30, iss 1, J Neuroimaging
- Publication Year :
- 2020
- Publisher :
- eScholarship, University of California, 2020.
-
Abstract
- Background and purpose The quantification of spinal cord (SC) atrophy by MRI has assumed an important role in assessment of neuroinflammatory/neurodegenerative diseases and traumatic SC injury. Recent technical advances make possible the quantification of gray matter (GM) and white matter tissues in clinical settings. However, the goal of a reliable diagnostic, prognostic or predictive marker is still elusive, in part due to large intersubject variability of SC areas. Here, we investigated the sources of this variability and explored effective strategies to reduce it. Methods One hundred twenty-nine healthy subjects (mean age: 41.0 ± 15.9) underwent MRI on a Siemens 3T Skyra scanner. Two-dimensional PSIR at the C2-C3 vertebral level and a sagittal 1 mm3 3D T1-weighted brain acquisition extended to the upper cervical cord were acquired. Total cross-sectional area and GM area were measured at C2-C3, as well as measures of the vertebra, spinal canal and the skull. Correlations between the different metrics were explored using Pearson product-moment coefficients. The most promising metrics were used to normalize cord areas using multiple regression analyses. Results The most effective normalization metrics were the V-scale (from SienaX) and the product of the C2-C3 spinal canal diameters. Normalization methods based on these metrics reduced the intersubject variability of cord areas of up to 17.74%. The measured cord areas had a statistically significant sex difference, while the effect of age was moderate. Conclusions The present work explored in a large cohort of healthy subjects the source of intersubject variability of SC areas and proposes effective normalization methods for its reduction.
- Subjects :
- Male
normalization strategies
Neurodegenerative
030218 nuclear medicine & medical imaging
0302 clinical medicine
magnetic resonance imaging
Gray Matter
Spinal Cord Injury
Sex Characteristics
medicine.diagnostic_test
Organ Size
Middle Aged
Magnetic Resonance Imaging
White Matter
Healthy Volunteers
medicine.anatomical_structure
Spinal Cord
Neurological
Biomedical Imaging
Female
Radiology
morphometry
Normalization (statistics)
Adult
medicine.medical_specialty
Cord
Physical Injury - Accidents and Adverse Effects
Clinical Sciences
Article
White matter
03 medical and health sciences
Young Adult
Clinical Research
medicine
Humans
Radiology, Nuclear Medicine and imaging
Spinal canal
Traumatic Head and Spine Injury
Aged
Neurology & Neurosurgery
business.industry
Prevention
Neurosciences
spinal cord
Magnetic resonance imaging
Spinal cord
Sagittal plane
Vertebra
Neurology (clinical)
Intersubject variability
business
030217 neurology & neurosurgery
Subjects
Details
- Database :
- OpenAIRE
- Journal :
- Journal of neuroimaging : official journal of the American Society of Neuroimaging, vol 30, iss 1, J Neuroimaging
- Accession number :
- edsair.doi.dedup.....5f69c4ca19760679d23ed8204b1d83ae