Acute Magnetic Resonance Imaging Predictors of Chronic Motor Function and Tissue Sparing in Rat Cervical Spinal Cord Injury
Predicting functional outcomes from spinal cord injury (SCI) at the acute setting is important for patient management. This work investigated the relationship of early magnetic resonance imaging (MRI) biomarkers in a rat model of cervical contusion SCI with long-term functional outcome and tissue sp...
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Veröffentlicht in: | Journal of neurotrauma 2022-12, Vol.39 (23-24), p.1727-1740 |
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description | Predicting functional outcomes from spinal cord injury (SCI) at the acute setting is important for patient management. This work investigated the relationship of early magnetic resonance imaging (MRI) biomarkers in a rat model of cervical contusion SCI with long-term functional outcome and tissue sparing. Forty rats with contusion injury at C5 at either the spinal cord midline (bilateral) or over the lateral cord (unilateral) were examined using
multi-modal quantitative MRI at 1 day post-injury. The extent of T
-weighted hyperintensity reflecting edema was greater in the bilateral model compared with the unilateral injury. Diffusion tensor imaging (DTI) exhibited microscopic damage in similar regions of the cord as reductions in fractional anisotropy (FA) and mean diffusivity (MD), but DTI parameter maps were also confounded by the presence of vasogenic edema that locally increased FA and MD. In comparison, filtered diffusion-weighted imaging (fDWI) more clearly delineated the location of acute axonal damage without effects of vasogenic edema. Pairwise correlation analysis revealed that 28-day motor functional outcomes were most strongly associated with the extent of edema (R = -0.69). Principal component analysis identified close associations of motor functional score with tissue sparing, the extent of edema, lesion area, and injury type (unilateral or bilateral). Among the diffusion MRI parameters, lesion areas measured with fDWI had the strongest association with functional outcome (R = -0.41). Voxelwise correlation analysis identified a locus of white matter damage associated with function in the dorsal white matter, although this was likely driven by variance across the two injury patterns (unilateral and bilateral injury). Nonetheless, correlation with motor function within the damaged region found in the voxelwise analysis outperformed morphological lesion area measurement as a predictor of chronic function. Collectively, this study characterized anatomical and diffusion MRI signatures of acute SCI at cervical spine and their association with chronic functional outcomes and histological results. |
doi_str_mv | 10.1089/neu.2022.0034 |
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multi-modal quantitative MRI at 1 day post-injury. The extent of T
-weighted hyperintensity reflecting edema was greater in the bilateral model compared with the unilateral injury. Diffusion tensor imaging (DTI) exhibited microscopic damage in similar regions of the cord as reductions in fractional anisotropy (FA) and mean diffusivity (MD), but DTI parameter maps were also confounded by the presence of vasogenic edema that locally increased FA and MD. In comparison, filtered diffusion-weighted imaging (fDWI) more clearly delineated the location of acute axonal damage without effects of vasogenic edema. Pairwise correlation analysis revealed that 28-day motor functional outcomes were most strongly associated with the extent of edema (R = -0.69). Principal component analysis identified close associations of motor functional score with tissue sparing, the extent of edema, lesion area, and injury type (unilateral or bilateral). Among the diffusion MRI parameters, lesion areas measured with fDWI had the strongest association with functional outcome (R = -0.41). Voxelwise correlation analysis identified a locus of white matter damage associated with function in the dorsal white matter, although this was likely driven by variance across the two injury patterns (unilateral and bilateral injury). Nonetheless, correlation with motor function within the damaged region found in the voxelwise analysis outperformed morphological lesion area measurement as a predictor of chronic function. Collectively, this study characterized anatomical and diffusion MRI signatures of acute SCI at cervical spine and their association with chronic functional outcomes and histological results.</description><identifier>ISSN: 0897-7151</identifier><identifier>EISSN: 1557-9042</identifier><identifier>DOI: 10.1089/neu.2022.0034</identifier><identifier>PMID: 35708112</identifier><language>eng</language><publisher>United States: Mary Ann Liebert, Inc., publishers</publisher><subject>Animals ; Cervical Cord - injuries ; Diffusion Tensor Imaging - methods ; Magnetic Resonance Imaging ; Neck Injuries ; Original ; Rats ; Spinal Cord ; Spinal Cord Injuries</subject><ispartof>Journal of neurotrauma, 2022-12, Vol.39 (23-24), p.1727-1740</ispartof><rights>Copyright 2022, Mary Ann Liebert, Inc., publishers 2022 Mary Ann Liebert, Inc., publishers</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c348t-aa7f4d564aa2423ecead2aecc38bb6e56ed238ccca0f80266ff28f67a1e4d0193</citedby><cites>FETCH-LOGICAL-c348t-aa7f4d564aa2423ecead2aecc38bb6e56ed238ccca0f80266ff28f67a1e4d0193</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>230,314,776,780,881,27901,27902</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/35708112$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Lee, Seung-Yi</creatorcontrib><creatorcontrib>Schmit, Brian D</creatorcontrib><creatorcontrib>Kurpad, Shekar N</creatorcontrib><creatorcontrib>Budde, Matthew D</creatorcontrib><title>Acute Magnetic Resonance Imaging Predictors of Chronic Motor Function and Tissue Sparing in Rat Cervical Spinal Cord Injury</title><title>Journal of neurotrauma</title><addtitle>J Neurotrauma</addtitle><description>Predicting functional outcomes from spinal cord injury (SCI) at the acute setting is important for patient management. This work investigated the relationship of early magnetic resonance imaging (MRI) biomarkers in a rat model of cervical contusion SCI with long-term functional outcome and tissue sparing. Forty rats with contusion injury at C5 at either the spinal cord midline (bilateral) or over the lateral cord (unilateral) were examined using
multi-modal quantitative MRI at 1 day post-injury. The extent of T
-weighted hyperintensity reflecting edema was greater in the bilateral model compared with the unilateral injury. Diffusion tensor imaging (DTI) exhibited microscopic damage in similar regions of the cord as reductions in fractional anisotropy (FA) and mean diffusivity (MD), but DTI parameter maps were also confounded by the presence of vasogenic edema that locally increased FA and MD. In comparison, filtered diffusion-weighted imaging (fDWI) more clearly delineated the location of acute axonal damage without effects of vasogenic edema. Pairwise correlation analysis revealed that 28-day motor functional outcomes were most strongly associated with the extent of edema (R = -0.69). Principal component analysis identified close associations of motor functional score with tissue sparing, the extent of edema, lesion area, and injury type (unilateral or bilateral). Among the diffusion MRI parameters, lesion areas measured with fDWI had the strongest association with functional outcome (R = -0.41). Voxelwise correlation analysis identified a locus of white matter damage associated with function in the dorsal white matter, although this was likely driven by variance across the two injury patterns (unilateral and bilateral injury). Nonetheless, correlation with motor function within the damaged region found in the voxelwise analysis outperformed morphological lesion area measurement as a predictor of chronic function. Collectively, this study characterized anatomical and diffusion MRI signatures of acute SCI at cervical spine and their association with chronic functional outcomes and histological results.</description><subject>Animals</subject><subject>Cervical Cord - injuries</subject><subject>Diffusion Tensor Imaging - methods</subject><subject>Magnetic Resonance Imaging</subject><subject>Neck Injuries</subject><subject>Original</subject><subject>Rats</subject><subject>Spinal Cord</subject><subject>Spinal Cord Injuries</subject><issn>0897-7151</issn><issn>1557-9042</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2022</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNpVkctrGzEQh0VoiJ3HsdeiYy_r6rErrS-FsCSNwSEhj7MYa2cdmbXkSruB0H--Mk5DcxqY-eY3Ax8hXzmbcVbPf3gcZ4IJMWNMlkdkyqtKF3NWii9kmue60LziE3Ka0oYxLpXQJ2QiK81qzsWU_Lm044D0FtYeB2fpA6bgwVukiy2snV_T-4its0OIiYaONi8x-Mzdhtyh16O3gwuegm_pk0tpRPq4g7jfc54-wEAbjK_OQp_7zufShNjShd-M8e2cHHfQJ7x4r2fk-frqqbkplne_Fs3lsrCyrIcCQHdlW6kSQJRCokVoBaC1sl6tFFYKWyFray2wrmZCqa4Tdac0cCxbxufyjPw85O7G1RZbi36I0JtddFuIbyaAM58n3r2YdXg1cy1LxnUO-P4eEMPvEdNgti5Z7HvwGMZkhNK60orVIqPFAbUxpBSx-zjDmdkLM1mY2Qsze2GZ__b_bx_0P0PyLxFqlMc</recordid><startdate>20221201</startdate><enddate>20221201</enddate><creator>Lee, Seung-Yi</creator><creator>Schmit, Brian D</creator><creator>Kurpad, Shekar N</creator><creator>Budde, Matthew D</creator><general>Mary Ann Liebert, Inc., publishers</general><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7X8</scope><scope>5PM</scope></search><sort><creationdate>20221201</creationdate><title>Acute Magnetic Resonance Imaging Predictors of Chronic Motor Function and Tissue Sparing in Rat Cervical Spinal Cord Injury</title><author>Lee, Seung-Yi ; Schmit, Brian D ; Kurpad, Shekar N ; Budde, Matthew D</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c348t-aa7f4d564aa2423ecead2aecc38bb6e56ed238ccca0f80266ff28f67a1e4d0193</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2022</creationdate><topic>Animals</topic><topic>Cervical Cord - injuries</topic><topic>Diffusion Tensor Imaging - methods</topic><topic>Magnetic Resonance Imaging</topic><topic>Neck Injuries</topic><topic>Original</topic><topic>Rats</topic><topic>Spinal Cord</topic><topic>Spinal Cord Injuries</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Lee, Seung-Yi</creatorcontrib><creatorcontrib>Schmit, Brian D</creatorcontrib><creatorcontrib>Kurpad, Shekar N</creatorcontrib><creatorcontrib>Budde, Matthew D</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>Journal of neurotrauma</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Lee, Seung-Yi</au><au>Schmit, Brian D</au><au>Kurpad, Shekar N</au><au>Budde, Matthew D</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Acute Magnetic Resonance Imaging Predictors of Chronic Motor Function and Tissue Sparing in Rat Cervical Spinal Cord Injury</atitle><jtitle>Journal of neurotrauma</jtitle><addtitle>J Neurotrauma</addtitle><date>2022-12-01</date><risdate>2022</risdate><volume>39</volume><issue>23-24</issue><spage>1727</spage><epage>1740</epage><pages>1727-1740</pages><issn>0897-7151</issn><eissn>1557-9042</eissn><abstract>Predicting functional outcomes from spinal cord injury (SCI) at the acute setting is important for patient management. This work investigated the relationship of early magnetic resonance imaging (MRI) biomarkers in a rat model of cervical contusion SCI with long-term functional outcome and tissue sparing. Forty rats with contusion injury at C5 at either the spinal cord midline (bilateral) or over the lateral cord (unilateral) were examined using
multi-modal quantitative MRI at 1 day post-injury. The extent of T
-weighted hyperintensity reflecting edema was greater in the bilateral model compared with the unilateral injury. Diffusion tensor imaging (DTI) exhibited microscopic damage in similar regions of the cord as reductions in fractional anisotropy (FA) and mean diffusivity (MD), but DTI parameter maps were also confounded by the presence of vasogenic edema that locally increased FA and MD. In comparison, filtered diffusion-weighted imaging (fDWI) more clearly delineated the location of acute axonal damage without effects of vasogenic edema. Pairwise correlation analysis revealed that 28-day motor functional outcomes were most strongly associated with the extent of edema (R = -0.69). Principal component analysis identified close associations of motor functional score with tissue sparing, the extent of edema, lesion area, and injury type (unilateral or bilateral). Among the diffusion MRI parameters, lesion areas measured with fDWI had the strongest association with functional outcome (R = -0.41). Voxelwise correlation analysis identified a locus of white matter damage associated with function in the dorsal white matter, although this was likely driven by variance across the two injury patterns (unilateral and bilateral injury). Nonetheless, correlation with motor function within the damaged region found in the voxelwise analysis outperformed morphological lesion area measurement as a predictor of chronic function. Collectively, this study characterized anatomical and diffusion MRI signatures of acute SCI at cervical spine and their association with chronic functional outcomes and histological results.</abstract><cop>United States</cop><pub>Mary Ann Liebert, Inc., publishers</pub><pmid>35708112</pmid><doi>10.1089/neu.2022.0034</doi><tpages>14</tpages><oa>free_for_read</oa></addata></record> |
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subjects | Animals Cervical Cord - injuries Diffusion Tensor Imaging - methods Magnetic Resonance Imaging Neck Injuries Original Rats Spinal Cord Spinal Cord Injuries |
title | Acute Magnetic Resonance Imaging Predictors of Chronic Motor Function and Tissue Sparing in Rat Cervical Spinal Cord Injury |
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