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  4. Subject-specific regional measures of water diffusion are associated with impairment in chronic spinal cord injury

Subject-specific regional measures of water diffusion are associated with impairment in chronic spinal cord injury

Neuroradiology, 2017 · DOI: 10.1007/s00234-017-1860-9 · Published: August 1, 2017

Spinal Cord InjuryNeuroimagingMedical Imaging

Simple Explanation

This study investigates the use of diffusion tensor imaging (DTI) to assess spinal cord injury (SCI). DTI measures the movement of water molecules in the spinal cord, providing information about tissue integrity. The study aims to identify imaging markers that can indicate the severity of SCI. The researchers used a technique called DTI tractography to define specific regions of interest (ROIs) in the spinal cord based on individual injury patterns. This subject-specific approach aims to improve the accuracy of DTI measurements compared to traditional methods that average data over larger, less specific regions. The study found that DTI measurements from the region inferior to the injury epicenter (IRRI) showed the strongest correlation with clinical measures of impairment. This suggests that the IRRI region may be particularly sensitive to the effects of SCI, such as Wallerian degeneration.

Study Duration
Not specified
Participants
18 individuals with chronic spinal cord injury
Evidence Level
Not specified

Key Findings

  • 1
    DTI indices obtained from the IRRI region showed the highest specificity to impairment, demonstrating their strong potential as biomarkers for the SCI severity.
  • 2
    Total ISNCSCI score (ISNCSCI-tot; sum of ISNCSCI motor and sensory scores) was significantly (p<0.05) correlated with fractional anisotropy and axial and radial diffusivities.
  • 3
    ISNCSCI-tot showed strongest correlation with indices measured from the region inferior to the injury epicenter (IRRI), the degree of which exceeded that of those measured from the entire cervical cord – suggesting contribution from Wallerian degeneration.

Research Summary

The study aimed to improve the specificity of DTI measurements in assessing SCI by using a subject-specific injury demarcation approach. This involved using DTI tractography to define regions relative to the injury epicenter (SRRI, ERRI, and IRRI). The results showed that DTI indices from the IRRI region had the strongest correlation with clinical measures of impairment (ISNCSCI scores). This suggests that the IRRI region is particularly sensitive to SCI-related changes, possibly due to Wallerian degeneration. The study concludes that regional analysis of water diffusion using subject-specific injury demarcation is more specific to impairment and potentially has a clinical application in diagnosis of SCI severity and in measuring anatomical improvements in response to therapeutic interventions.

Practical Implications

Biomarker for SCI Severity

DTI indices from the IRRI region can potentially serve as biomarkers for the severity of spinal cord injury.

Diagnosis of SCI Severity

Regional analysis of water diffusion using subject-specific injury demarcation has potential clinical application in diagnosing SCI severity.

Measuring Therapeutic Improvements

The approach can be used for measuring anatomical improvements in response to therapeutic interventions for SCI.

Study Limitations

  • 1
    Recruitment of individuals with SCI for MRI studies is challenging, due to their often severe sensorimotor impairments.
  • 2
    The small size of the spinal cord was an inherent limitation of this study, leading to increased vulnerability to partial volume effect and motion artifact
  • 3
    The small size of the study cohort (n=18) limits our ability to utilize the above mentioned confounds (i.e., TSI, age, and level of injury) to derive a multivariate model that better describes the association between the behavioral and DTI outcome measures.

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