Diffusion Tensor and Kurtosis Imaging Findings the First Year following Mild Traumatic Brain Injury
Despite enormous research interest in diffusion tensor imaging and diffusion kurtosis imaging (DTI; DKI) following mild traumatic brain injury (MTBI), it remains unknown how diffusion in white matter evolves post-injury and relates to acute MTBI characteristics. This prospective cohort study aimed t...
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Veröffentlicht in: | Journal of neurotrauma 2023-03, Vol.40 (5-6), p.457-471 |
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description | Despite enormous research interest in diffusion tensor imaging and diffusion kurtosis imaging (DTI; DKI) following mild traumatic brain injury (MTBI), it remains unknown how diffusion in white matter evolves post-injury and relates to acute MTBI characteristics. This prospective cohort study aimed to characterize diffusion changes in white matter the first year after MTBI. Patients with MTBI (
n
= 193) and matched controls (
n
= 83) underwent 3T magnetic resonance imaging (MRI) within 72 h and 3- and 12-months post-injury. Diffusion data were analyzed in three steps: 1) voxel-wise comparisons between the MTBI and control group were performed with tract-based spatial statistics at each time-point; 2) clusters of significant voxels identified in step 1 above were evaluated longitudinally with mixed-effect models; 3) the MTBI group was divided into: (A) complicated (with macrostructural findings on MRI) and uncomplicated MTBI; (B) long (1-24 h) and short (< 1 h) post-traumatic amnesia (PTA); and (C) other and no other concurrent injuries to investigate if findings in step 1 were driven mainly by aberrant diffusion in patients with a more severe injury. At 72 h, voxel-wise comparisons revealed significantly lower fractional anisotropy (FA) in one tract and significantly lower mean kurtosis (Kmean) in 11 tracts in the MTBI compared with control group. At 3 months, the MTBI group had significantly higher mean diffusivity in eight tracts compared with controls. At 12 months, FA was significantly lower in four tracts and Kmean in 10 tracts in patients with MTBI compared with controls. There was considerable overlap in affected tracts across time, including the corpus callosum, corona radiata, internal and external capsule, and cerebellar peduncles. Longitudinal analyses revealed that the diffusion metrics remained relatively stable throughout the first year after MTBI. The significant group*time interactions identified were driven by changes in the control rather than the MTBI group. Further, differences identified in step 1 did not result from greater diffusion abnormalities in patients with complicated MTBI, long PTA, or other concurrent injuries, as standardized mean differences in diffusion metrics between the groups were small (0.07 ± 0.11) and non-significant. However, follow-up voxel-wise analyses revealed that other concurrent injuries had effects on diffusion metrics, but predominantly in other metrics and at other time-points than the effects observed |
doi_str_mv | 10.1089/neu.2022.0206 |
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n
= 193) and matched controls (
n
= 83) underwent 3T magnetic resonance imaging (MRI) within 72 h and 3- and 12-months post-injury. Diffusion data were analyzed in three steps: 1) voxel-wise comparisons between the MTBI and control group were performed with tract-based spatial statistics at each time-point; 2) clusters of significant voxels identified in step 1 above were evaluated longitudinally with mixed-effect models; 3) the MTBI group was divided into: (A) complicated (with macrostructural findings on MRI) and uncomplicated MTBI; (B) long (1-24 h) and short (< 1 h) post-traumatic amnesia (PTA); and (C) other and no other concurrent injuries to investigate if findings in step 1 were driven mainly by aberrant diffusion in patients with a more severe injury. At 72 h, voxel-wise comparisons revealed significantly lower fractional anisotropy (FA) in one tract and significantly lower mean kurtosis (Kmean) in 11 tracts in the MTBI compared with control group. At 3 months, the MTBI group had significantly higher mean diffusivity in eight tracts compared with controls. At 12 months, FA was significantly lower in four tracts and Kmean in 10 tracts in patients with MTBI compared with controls. There was considerable overlap in affected tracts across time, including the corpus callosum, corona radiata, internal and external capsule, and cerebellar peduncles. Longitudinal analyses revealed that the diffusion metrics remained relatively stable throughout the first year after MTBI. The significant group*time interactions identified were driven by changes in the control rather than the MTBI group. Further, differences identified in step 1 did not result from greater diffusion abnormalities in patients with complicated MTBI, long PTA, or other concurrent injuries, as standardized mean differences in diffusion metrics between the groups were small (0.07 ± 0.11) and non-significant. However, follow-up voxel-wise analyses revealed that other concurrent injuries had effects on diffusion metrics, but predominantly in other metrics and at other time-points than the effects observed in the MTBI versus control group analysis. In conclusion, patients with MTBI differed from controls in white matter integrity already 72 h after injury. Diffusion metrics remained relatively stable throughout the first year after MTBI and were not driven by deviating diffusion in patients with a more severe MTBI.</description><identifier>ISSN: 0897-7151</identifier><identifier>EISSN: 1557-9042</identifier><identifier>DOI: 10.1089/neu.2022.0206</identifier><identifier>PMID: 36305387</identifier><language>eng</language><publisher>United States: Mary Ann Liebert, Inc., publishers</publisher><subject>Amnesia ; Anisotropy ; Brain - pathology ; Brain Concussion - diagnostic imaging ; Brain Concussion - pathology ; Brain research ; Cerebellum ; Corpus callosum ; Cross-sectional studies ; Diffusion Magnetic Resonance Imaging ; Diffusion Tensor Imaging - methods ; Emergency medical care ; Hematoma ; Humans ; Kurtosis ; Longitudinal studies ; Magnetic resonance imaging ; Magnetic Resonance Imaging - methods ; Neuroimaging ; Normal distribution ; Original ; Original Articles ; Patients ; Prospective Studies ; Statistical analysis ; Substantia alba ; Trauma ; Traumatic brain injury ; White Matter - pathology</subject><ispartof>Journal of neurotrauma, 2023-03, Vol.40 (5-6), p.457-471</ispartof><rights>Jonas Stenberg et al., 2023; Published by Mary Ann Liebert, Inc.</rights><rights>Copyright Mary Ann Liebert, Inc. Mar 2023</rights><rights>Jonas Stenberg et al., 2023; Published by Mary Ann Liebert, Inc. 2023 Jonas Stenberg et al.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><cites>FETCH-LOGICAL-c415t-e6d3307176b34f08edbb86def6dc3bbdcf2644dac3453be6ee4610fffe3658903</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/36305387$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Stenberg, Jonas</creatorcontrib><creatorcontrib>Skandsen, Toril</creatorcontrib><creatorcontrib>Moen, Kent Gøran</creatorcontrib><creatorcontrib>Vik, Anne</creatorcontrib><creatorcontrib>Eikenes, Live</creatorcontrib><creatorcontrib>Håberg, Asta K</creatorcontrib><title>Diffusion Tensor and Kurtosis Imaging Findings the First Year following Mild Traumatic Brain Injury</title><title>Journal of neurotrauma</title><addtitle>J Neurotrauma</addtitle><description>Despite enormous research interest in diffusion tensor imaging and diffusion kurtosis imaging (DTI; DKI) following mild traumatic brain injury (MTBI), it remains unknown how diffusion in white matter evolves post-injury and relates to acute MTBI characteristics. This prospective cohort study aimed to characterize diffusion changes in white matter the first year after MTBI. Patients with MTBI (
n
= 193) and matched controls (
n
= 83) underwent 3T magnetic resonance imaging (MRI) within 72 h and 3- and 12-months post-injury. Diffusion data were analyzed in three steps: 1) voxel-wise comparisons between the MTBI and control group were performed with tract-based spatial statistics at each time-point; 2) clusters of significant voxels identified in step 1 above were evaluated longitudinally with mixed-effect models; 3) the MTBI group was divided into: (A) complicated (with macrostructural findings on MRI) and uncomplicated MTBI; (B) long (1-24 h) and short (< 1 h) post-traumatic amnesia (PTA); and (C) other and no other concurrent injuries to investigate if findings in step 1 were driven mainly by aberrant diffusion in patients with a more severe injury. At 72 h, voxel-wise comparisons revealed significantly lower fractional anisotropy (FA) in one tract and significantly lower mean kurtosis (Kmean) in 11 tracts in the MTBI compared with control group. At 3 months, the MTBI group had significantly higher mean diffusivity in eight tracts compared with controls. At 12 months, FA was significantly lower in four tracts and Kmean in 10 tracts in patients with MTBI compared with controls. There was considerable overlap in affected tracts across time, including the corpus callosum, corona radiata, internal and external capsule, and cerebellar peduncles. Longitudinal analyses revealed that the diffusion metrics remained relatively stable throughout the first year after MTBI. The significant group*time interactions identified were driven by changes in the control rather than the MTBI group. Further, differences identified in step 1 did not result from greater diffusion abnormalities in patients with complicated MTBI, long PTA, or other concurrent injuries, as standardized mean differences in diffusion metrics between the groups were small (0.07 ± 0.11) and non-significant. However, follow-up voxel-wise analyses revealed that other concurrent injuries had effects on diffusion metrics, but predominantly in other metrics and at other time-points than the effects observed in the MTBI versus control group analysis. In conclusion, patients with MTBI differed from controls in white matter integrity already 72 h after injury. Diffusion metrics remained relatively stable throughout the first year after MTBI and were not driven by deviating diffusion in patients with a more severe MTBI.</description><subject>Amnesia</subject><subject>Anisotropy</subject><subject>Brain - pathology</subject><subject>Brain Concussion - diagnostic imaging</subject><subject>Brain Concussion - pathology</subject><subject>Brain research</subject><subject>Cerebellum</subject><subject>Corpus callosum</subject><subject>Cross-sectional studies</subject><subject>Diffusion Magnetic Resonance Imaging</subject><subject>Diffusion Tensor Imaging - methods</subject><subject>Emergency medical care</subject><subject>Hematoma</subject><subject>Humans</subject><subject>Kurtosis</subject><subject>Longitudinal studies</subject><subject>Magnetic resonance imaging</subject><subject>Magnetic Resonance Imaging - methods</subject><subject>Neuroimaging</subject><subject>Normal distribution</subject><subject>Original</subject><subject>Original Articles</subject><subject>Patients</subject><subject>Prospective Studies</subject><subject>Statistical analysis</subject><subject>Substantia alba</subject><subject>Trauma</subject><subject>Traumatic brain injury</subject><subject>White Matter - pathology</subject><issn>0897-7151</issn><issn>1557-9042</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2023</creationdate><recordtype>article</recordtype><sourceid>1-M</sourceid><sourceid>EIF</sourceid><recordid>eNqFkU1v1DAQhi1ERZfCkSuyxIVLFn8kTnJBoqWFVVtxWQ6cLMceb71K7GLHoP77OtpSAZeeRjPz6NWMHoTeULKmpOs_eMhrRhhbE0bEM7SiTdNWPanZc7Qq-7ZqaUOP0cuU9oRQLlj7Ah1zwUnDu3aF9GdnbU4ueLwFn0LEyht8meMckkt4M6md8zt84bwpNeH5BkoT04x_gIrYhnEMvxfi2o0Gb6PKk5qdxqdROY83fp_j3St0ZNWY4PVDPUHfL863Z1-rq29fNmefripd02auQBjOSUtbMfDakg7MMHTCgBVG82Ew2jJR10ZpXjd8AAFQC0qstcBF0_WEn6CPh9zbPExgNPg5qlHeRjepeCeDcvLfjXc3chd-yb7vBGF1CXj_EBDDzwxplpNLGsZReQg5SdZywmnf9LSg7_5D9yFHX94rVEc572u-XFQdKB1DShHs4zGUyEWfLPrkok8u-gr_9u8PHuk_vgrAD8AyVt6PDgaI8xOx9wQTqRg</recordid><startdate>20230301</startdate><enddate>20230301</enddate><creator>Stenberg, Jonas</creator><creator>Skandsen, Toril</creator><creator>Moen, Kent Gøran</creator><creator>Vik, Anne</creator><creator>Eikenes, Live</creator><creator>Håberg, Asta K</creator><general>Mary Ann Liebert, Inc., publishers</general><general>Mary Ann Liebert, Inc</general><scope>1-M</scope><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>7TK</scope><scope>K9.</scope><scope>NAPCQ</scope><scope>7X8</scope><scope>5PM</scope></search><sort><creationdate>20230301</creationdate><title>Diffusion Tensor and Kurtosis Imaging Findings the First Year following Mild Traumatic Brain Injury</title><author>Stenberg, Jonas ; Skandsen, Toril ; Moen, Kent Gøran ; Vik, Anne ; Eikenes, Live ; Håberg, Asta K</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c415t-e6d3307176b34f08edbb86def6dc3bbdcf2644dac3453be6ee4610fffe3658903</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2023</creationdate><topic>Amnesia</topic><topic>Anisotropy</topic><topic>Brain - pathology</topic><topic>Brain Concussion - diagnostic imaging</topic><topic>Brain Concussion - pathology</topic><topic>Brain research</topic><topic>Cerebellum</topic><topic>Corpus callosum</topic><topic>Cross-sectional studies</topic><topic>Diffusion Magnetic Resonance Imaging</topic><topic>Diffusion Tensor Imaging - methods</topic><topic>Emergency medical care</topic><topic>Hematoma</topic><topic>Humans</topic><topic>Kurtosis</topic><topic>Longitudinal studies</topic><topic>Magnetic resonance imaging</topic><topic>Magnetic Resonance Imaging - methods</topic><topic>Neuroimaging</topic><topic>Normal distribution</topic><topic>Original</topic><topic>Original Articles</topic><topic>Patients</topic><topic>Prospective Studies</topic><topic>Statistical analysis</topic><topic>Substantia alba</topic><topic>Trauma</topic><topic>Traumatic brain injury</topic><topic>White Matter - pathology</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Stenberg, Jonas</creatorcontrib><creatorcontrib>Skandsen, Toril</creatorcontrib><creatorcontrib>Moen, Kent Gøran</creatorcontrib><creatorcontrib>Vik, Anne</creatorcontrib><creatorcontrib>Eikenes, Live</creatorcontrib><creatorcontrib>Håberg, Asta K</creatorcontrib><collection>Mary Ann Liebert Online - Open Access</collection><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>Neurosciences Abstracts</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>Nursing & Allied Health Premium</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>Stenberg, Jonas</au><au>Skandsen, Toril</au><au>Moen, Kent Gøran</au><au>Vik, Anne</au><au>Eikenes, Live</au><au>Håberg, Asta K</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Diffusion Tensor and Kurtosis Imaging Findings the First Year following Mild Traumatic Brain Injury</atitle><jtitle>Journal of neurotrauma</jtitle><addtitle>J Neurotrauma</addtitle><date>2023-03-01</date><risdate>2023</risdate><volume>40</volume><issue>5-6</issue><spage>457</spage><epage>471</epage><pages>457-471</pages><issn>0897-7151</issn><eissn>1557-9042</eissn><abstract>Despite enormous research interest in diffusion tensor imaging and diffusion kurtosis imaging (DTI; DKI) following mild traumatic brain injury (MTBI), it remains unknown how diffusion in white matter evolves post-injury and relates to acute MTBI characteristics. This prospective cohort study aimed to characterize diffusion changes in white matter the first year after MTBI. Patients with MTBI (
n
= 193) and matched controls (
n
= 83) underwent 3T magnetic resonance imaging (MRI) within 72 h and 3- and 12-months post-injury. Diffusion data were analyzed in three steps: 1) voxel-wise comparisons between the MTBI and control group were performed with tract-based spatial statistics at each time-point; 2) clusters of significant voxels identified in step 1 above were evaluated longitudinally with mixed-effect models; 3) the MTBI group was divided into: (A) complicated (with macrostructural findings on MRI) and uncomplicated MTBI; (B) long (1-24 h) and short (< 1 h) post-traumatic amnesia (PTA); and (C) other and no other concurrent injuries to investigate if findings in step 1 were driven mainly by aberrant diffusion in patients with a more severe injury. At 72 h, voxel-wise comparisons revealed significantly lower fractional anisotropy (FA) in one tract and significantly lower mean kurtosis (Kmean) in 11 tracts in the MTBI compared with control group. At 3 months, the MTBI group had significantly higher mean diffusivity in eight tracts compared with controls. At 12 months, FA was significantly lower in four tracts and Kmean in 10 tracts in patients with MTBI compared with controls. There was considerable overlap in affected tracts across time, including the corpus callosum, corona radiata, internal and external capsule, and cerebellar peduncles. Longitudinal analyses revealed that the diffusion metrics remained relatively stable throughout the first year after MTBI. The significant group*time interactions identified were driven by changes in the control rather than the MTBI group. Further, differences identified in step 1 did not result from greater diffusion abnormalities in patients with complicated MTBI, long PTA, or other concurrent injuries, as standardized mean differences in diffusion metrics between the groups were small (0.07 ± 0.11) and non-significant. However, follow-up voxel-wise analyses revealed that other concurrent injuries had effects on diffusion metrics, but predominantly in other metrics and at other time-points than the effects observed in the MTBI versus control group analysis. In conclusion, patients with MTBI differed from controls in white matter integrity already 72 h after injury. Diffusion metrics remained relatively stable throughout the first year after MTBI and were not driven by deviating diffusion in patients with a more severe MTBI.</abstract><cop>United States</cop><pub>Mary Ann Liebert, Inc., publishers</pub><pmid>36305387</pmid><doi>10.1089/neu.2022.0206</doi><tpages>15</tpages><oa>free_for_read</oa></addata></record> |
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subjects | Amnesia Anisotropy Brain - pathology Brain Concussion - diagnostic imaging Brain Concussion - pathology Brain research Cerebellum Corpus callosum Cross-sectional studies Diffusion Magnetic Resonance Imaging Diffusion Tensor Imaging - methods Emergency medical care Hematoma Humans Kurtosis Longitudinal studies Magnetic resonance imaging Magnetic Resonance Imaging - methods Neuroimaging Normal distribution Original Original Articles Patients Prospective Studies Statistical analysis Substantia alba Trauma Traumatic brain injury White Matter - pathology |
title | Diffusion Tensor and Kurtosis Imaging Findings the First Year following Mild Traumatic Brain Injury |
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