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Diagnostic accuracy of diffusion tensor imaging for pediatric cervical spinal cord injury

Study design: Cross-sectional non-experimental study. Objectives: To examine diagnostic accuracy of diffusion tensor imaging (DTI) for pediatric spinal cord injury (SCI). Setting Pediatric Orthopedic Hospital. Methods: Thirty-five subjects, 10 SCI and 25 controls, mean age 13.38 years underwent two...

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Published in:Spinal cord 2013-07, Vol.51 (7), p.532-537
Main Authors: Mulcahey, M J, Samdani, A F, Gaughan, J P, Barakat, N, Faro, S, Shah, P, Betz, R R, Mohamed, F B
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description Study design: Cross-sectional non-experimental study. Objectives: To examine diagnostic accuracy of diffusion tensor imaging (DTI) for pediatric spinal cord injury (SCI). Setting Pediatric Orthopedic Hospital. Methods: Thirty-five subjects, 10 SCI and 25 controls, mean age 13.38 years underwent two scans with 3.0 T MR scanner. Fractional anisotropy (FA), axial diffusivity (AD) and radial diffusivity (RD) values were calculated. Subjects with SCI underwent examination of muscle strength, sensation and sacral sparing. Mean and s.d. values for FA, AD and RD were compared by group (controls, SCI with sacral sparing, SCI without sacral sparing) using analysis of variance for repeated measures. Comparisons were also made of DTI values at the injury site to values from cervical regions outside of the injury site. Specificity, sensitivity, receiver operating characteristics area under the curve (ROC AUC) and corresponding 95% confidence intervals were calculated. Resampling methods were used to validate the estimates from the final models. Results: FA values differed among SCI subjects with intact sacral sparing, absent sacral sparing and controls, P
doi_str_mv 10.1038/sc.2013.36
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Objectives: To examine diagnostic accuracy of diffusion tensor imaging (DTI) for pediatric spinal cord injury (SCI). Setting Pediatric Orthopedic Hospital. Methods: Thirty-five subjects, 10 SCI and 25 controls, mean age 13.38 years underwent two scans with 3.0 T MR scanner. Fractional anisotropy (FA), axial diffusivity (AD) and radial diffusivity (RD) values were calculated. Subjects with SCI underwent examination of muscle strength, sensation and sacral sparing. Mean and s.d. values for FA, AD and RD were compared by group (controls, SCI with sacral sparing, SCI without sacral sparing) using analysis of variance for repeated measures. Comparisons were also made of DTI values at the injury site to values from cervical regions outside of the injury site. Specificity, sensitivity, receiver operating characteristics area under the curve (ROC AUC) and corresponding 95% confidence intervals were calculated. Resampling methods were used to validate the estimates from the final models. Results: FA values differed among SCI subjects with intact sacral sparing, absent sacral sparing and controls, P &lt;0.003 (adjusted). DTI values in combination showed the strongest diagnostic accuracy for predicting the presence of anal contraction (AD, RD; ROC AUC=0.90), deep anal pressure (FA; ROC AUC=0.88), S4-5 sensation (FA, RD; ROC AUC=0.93), motor level (FA, AD, RD; ROC AUC=0.92) and MRI level (FA, AD, RD; ROC AUC=0.92). Bootstrap and Jackknife median values indicated consistency of the parameter estimates. Conclusion: The predictive accuracy of DTI for sacral sparing end points and motor and MRI level of injury was good to strong.</description><identifier>ISSN: 1362-4393</identifier><identifier>EISSN: 1476-5624</identifier><identifier>DOI: 10.1038/sc.2013.36</identifier><identifier>PMID: 23608812</identifier><identifier>CODEN: SPCOFM</identifier><language>eng</language><publisher>London: Nature Publishing Group UK</publisher><subject>631/1647/245/2149 ; 692/699/375/1824 ; 692/700/139 ; 692/700/1720 ; Adolescent ; Anatomy ; Biomedical and Life Sciences ; Biomedicine ; Cervical Vertebrae - injuries ; Cervical Vertebrae - pathology ; Child ; Diffusion Tensor Imaging - methods ; Female ; Human Physiology ; Humans ; Male ; Neurochemistry ; Neuropsychology ; Neurosciences ; original-article ; Paralysis - diagnosis ; Paralysis - etiology ; Prognosis ; Reproducibility of Results ; Sensitivity and Specificity ; Spinal Cord - pathology ; Spinal Cord Injuries - complications ; Spinal Cord Injuries - pathology ; Young Adult</subject><ispartof>Spinal cord, 2013-07, Vol.51 (7), p.532-537</ispartof><rights>International Spinal Cord Society 2013</rights><rights>Copyright Nature Publishing Group Jul 2013</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c486t-b54e7a70df82bb6e8b3974d0056f38999bab2e02f5ae57bee5c0ffa973e765503</citedby><cites>FETCH-LOGICAL-c486t-b54e7a70df82bb6e8b3974d0056f38999bab2e02f5ae57bee5c0ffa973e765503</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,780,784,27923,27924</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/23608812$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Mulcahey, M J</creatorcontrib><creatorcontrib>Samdani, A F</creatorcontrib><creatorcontrib>Gaughan, J P</creatorcontrib><creatorcontrib>Barakat, N</creatorcontrib><creatorcontrib>Faro, S</creatorcontrib><creatorcontrib>Shah, P</creatorcontrib><creatorcontrib>Betz, R R</creatorcontrib><creatorcontrib>Mohamed, F B</creatorcontrib><title>Diagnostic accuracy of diffusion tensor imaging for pediatric cervical spinal cord injury</title><title>Spinal cord</title><addtitle>Spinal Cord</addtitle><addtitle>Spinal Cord</addtitle><description>Study design: Cross-sectional non-experimental study. Objectives: To examine diagnostic accuracy of diffusion tensor imaging (DTI) for pediatric spinal cord injury (SCI). Setting Pediatric Orthopedic Hospital. Methods: Thirty-five subjects, 10 SCI and 25 controls, mean age 13.38 years underwent two scans with 3.0 T MR scanner. Fractional anisotropy (FA), axial diffusivity (AD) and radial diffusivity (RD) values were calculated. Subjects with SCI underwent examination of muscle strength, sensation and sacral sparing. Mean and s.d. values for FA, AD and RD were compared by group (controls, SCI with sacral sparing, SCI without sacral sparing) using analysis of variance for repeated measures. Comparisons were also made of DTI values at the injury site to values from cervical regions outside of the injury site. Specificity, sensitivity, receiver operating characteristics area under the curve (ROC AUC) and corresponding 95% confidence intervals were calculated. Resampling methods were used to validate the estimates from the final models. Results: FA values differed among SCI subjects with intact sacral sparing, absent sacral sparing and controls, P &lt;0.003 (adjusted). DTI values in combination showed the strongest diagnostic accuracy for predicting the presence of anal contraction (AD, RD; ROC AUC=0.90), deep anal pressure (FA; ROC AUC=0.88), S4-5 sensation (FA, RD; ROC AUC=0.93), motor level (FA, AD, RD; ROC AUC=0.92) and MRI level (FA, AD, RD; ROC AUC=0.92). Bootstrap and Jackknife median values indicated consistency of the parameter estimates. 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ispartof Spinal cord, 2013-07, Vol.51 (7), p.532-537
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subjects 631/1647/245/2149
692/699/375/1824
692/700/139
692/700/1720
Adolescent
Anatomy
Biomedical and Life Sciences
Biomedicine
Cervical Vertebrae - injuries
Cervical Vertebrae - pathology
Child
Diffusion Tensor Imaging - methods
Female
Human Physiology
Humans
Male
Neurochemistry
Neuropsychology
Neurosciences
original-article
Paralysis - diagnosis
Paralysis - etiology
Prognosis
Reproducibility of Results
Sensitivity and Specificity
Spinal Cord - pathology
Spinal Cord Injuries - complications
Spinal Cord Injuries - pathology
Young Adult
title Diagnostic accuracy of diffusion tensor imaging for pediatric cervical spinal cord injury
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