Literature DB >> 33257929

Detecting axonal injury in individual patients after traumatic brain injury.

Amy E Jolly1,2, Maria Bălăeţ1, Adriana Azor1, Daniel Friedland1, Stefano Sandrone1, Neil S N Graham1, Karl Zimmerman1, David J Sharp1,2.   

Abstract

Poor outcomes after traumatic brain injury (TBI) are common yet remain difficult to predict. Diffuse axonal injury is important for outcomes, but its assessment remains limited in the clinical setting. Currently, axonal injury is diagnosed based on clinical presentation, visible damage to the white matter or via surrogate markers of axonal injury such as microbleeds. These do not accurately quantify axonal injury leading to misdiagnosis in a proportion of patients. Diffusion tensor imaging provides a quantitative measure of axonal injury in vivo, with fractional anisotropy often used as a proxy for white matter damage. Diffusion imaging has been widely used in TBI but is not routinely applied clinically. This is in part because robust analysis methods to diagnose axonal injury at the individual level have not yet been developed. Here, we present a pipeline for diffusion imaging analysis designed to accurately assess the presence of axonal injury in large white matter tracts in individuals. Average fractional anisotropy is calculated from tracts selected on the basis of high test-retest reliability, good anatomical coverage and their association to cognitive and clinical impairments after TBI. We test our pipeline for common methodological issues such as the impact of varying control sample sizes, focal lesions and age-related changes to demonstrate high specificity, sensitivity and test-retest reliability. We assess 92 patients with moderate-severe TBI in the chronic phase (≥6 months post-injury), 25 patients in the subacute phase (10 days to 6 weeks post-injury) with 6-month follow-up and a large control cohort (n = 103). Evidence of axonal injury is identified in 52% of chronic and 28% of subacute patients. Those classified with axonal injury had significantly poorer cognitive and functional outcomes than those without, a difference not seen for focal lesions or microbleeds. Almost a third of patients with unremarkable standard MRIs had evidence of axonal injury, whilst 40% of patients with visible microbleeds had no diffusion evidence of axonal injury. More diffusion abnormality was seen with greater time since injury, across individuals at various chronic injury times and within individuals between subacute and 6-month scans. We provide evidence that this pipeline can be used to diagnose axonal injury in individual patients at subacute and chronic time points, and that diffusion MRI provides a sensitive and complementary measure when compared to susceptibility weighted imaging, which measures diffuse vascular injury. Guidelines for the implementation of this pipeline in a clinical setting are discussed.
© The Author(s) (2020). Published by Oxford University Press on behalf of the Guarantors of Brain.

Entities:  

Keywords:  diagnostic pipeline; diffuse axonal injury; diffusion tensor imaging; traumatic brain injury

Mesh:

Year:  2021        PMID: 33257929      PMCID: PMC7880666          DOI: 10.1093/brain/awaa372

Source DB:  PubMed          Journal:  Brain        ISSN: 0006-8950            Impact factor:   13.501


  63 in total

1.  Improved optimization for the robust and accurate linear registration and motion correction of brain images.

Authors:  Mark Jenkinson; Peter Bannister; Michael Brady; Stephen Smith
Journal:  Neuroimage       Date:  2002-10       Impact factor: 6.556

2.  Detection of blast-related traumatic brain injury in U.S. military personnel.

Authors:  Christine L Mac Donald; Ann M Johnson; Dana Cooper; Elliot C Nelson; Nicole J Werner; Joshua S Shimony; Abraham Z Snyder; Marcus E Raichle; John R Witherow; Raymond Fang; Stephen F Flaherty; David L Brody
Journal:  N Engl J Med       Date:  2011-06-02       Impact factor: 91.245

3.  Microstructural and physiological features of tissues elucidated by quantitative-diffusion-tensor MRI.

Authors:  P J Basser; C Pierpaoli
Journal:  J Magn Reson B       Date:  1996-06

4.  The contribution of gliosis to diffusion tensor anisotropy and tractography following traumatic brain injury: validation in the rat using Fourier analysis of stained tissue sections.

Authors:  Matthew D Budde; Lindsay Janes; Eric Gold; Lisa Christine Turtzo; Joseph A Frank
Journal:  Brain       Date:  2011-07-15       Impact factor: 13.501

5.  Assessment of outcome after severe brain damage.

Authors:  B Jennett; M Bond
Journal:  Lancet       Date:  1975-03-01       Impact factor: 79.321

6.  Amyloid beta accumulation in axons after traumatic brain injury in humans.

Authors:  Douglas H Smith; Xiao-Han Chen; Akira Iwata; David I Graham
Journal:  J Neurosurg       Date:  2003-05       Impact factor: 5.115

7.  Diffusion tensor imaging in acute-to-subacute traumatic brain injury: a longitudinal analysis.

Authors:  Brian L Edlow; William A Copen; Saef Izzy; Khamid Bakhadirov; Andre van der Kouwe; Mel B Glenn; Steven M Greenberg; David M Greer; Ona Wu
Journal:  BMC Neurol       Date:  2016-01-11       Impact factor: 2.474

8.  White matter microstructure is associated with functional, cognitive and emotional symptoms 12 months after mild traumatic brain injury.

Authors:  Torgeir Hellstrøm; Lars T Westlye; Tobias Kaufmann; Nhat Trung Doan; Helene L Søberg; Solrun Sigurdardottir; Wibeke Nordhøy; Eirik Helseth; Ole A Andreassen; Nada Andelic
Journal:  Sci Rep       Date:  2017-10-23       Impact factor: 4.379

Review 9.  Clinical review: Prognostic value of magnetic resonance imaging in acute brain injury and coma.

Authors:  Nicolas Weiss; Damien Galanaud; Alexandre Carpentier; Lionel Naccache; Louis Puybasset
Journal:  Crit Care       Date:  2007       Impact factor: 9.097

Review 10.  Understanding neurodegeneration after traumatic brain injury: from mechanisms to clinical trials in dementia.

Authors:  Neil Sn Graham; David J Sharp
Journal:  J Neurol Neurosurg Psychiatry       Date:  2019-09-21       Impact factor: 10.154

View more
  12 in total

1.  Cytotoxic Edema Associated with Hemorrhage Predicts Poor Outcome after Traumatic Brain Injury.

Authors:  L Christine Turtzo; Marie Luby; Neekita Jikaria; Allison Diane Griffin; Danielle Greenman; Reinoud P H Bokkers; Gunjan Parikh; Nicole Peterkin; Mark Whiting; Lawrence L Latour
Journal:  J Neurotrauma       Date:  2021-11-15       Impact factor: 5.269

Review 2.  Quantitative mapping of the brain's structural connectivity using diffusion MRI tractography: A review.

Authors:  Fan Zhang; Alessandro Daducci; Yong He; Simona Schiavi; Caio Seguin; Robert E Smith; Chun-Hung Yeh; Tengda Zhao; Lauren J O'Donnell
Journal:  Neuroimage       Date:  2022-01-01       Impact factor: 7.400

3.  Cerebral Microbleeds and Structural White Matter Integrity in Patients With Traumatic Brain Injury-A Diffusion Tensor Imaging Study.

Authors:  Juho Dahl; Olli Tenovuo; Jussi P Posti; Jussi Hirvonen; Ari J Katila; Janek Frantzén; Henna-Riikka Maanpää; Riikka Takala; Eliisa Löyttyniemi; Jussi Tallus; Virginia Newcombe; David K Menon; Peter J Hutchinson; Mehrbod Mohammadian
Journal:  Front Neurol       Date:  2022-05-31       Impact factor: 4.086

4.  Location of Subcortical Microbleeds and Recovery of Consciousness After Severe Traumatic Brain Injury.

Authors:  Marta Bianciardi; Saef Izzy; Bruce R Rosen; Lawrence L Wald; Brian L Edlow
Journal:  Neurology       Date:  2021-05-28       Impact factor: 11.800

5.  White matter abnormalities in active elite adult rugby players.

Authors:  Karl A Zimmerman; Etienne Laverse; Ravjeet Samra; Maria Yanez Lopez; Amy E Jolly; Niall J Bourke; Neil S N Graham; Maneesh C Patel; John Hardy; Simon Kemp; Huw R Morris; David J Sharp
Journal:  Brain Commun       Date:  2021-07-19

6.  Disorders of Consciousness Associated With COVID-19: A Prospective Multimodal Study of Recovery and Brain Connectivity.

Authors:  David Fischer; Samuel B Snider; Megan E Barra; William R Sanders; Otto Rapalino; Pamela Schaefer; Andrea S Foulkes; Yelena G Bodien; Brian L Edlow
Journal:  Neurology       Date:  2021-12-03       Impact factor: 9.910

7.  Structural and Functional Alterations of Substantia Nigra and Associations With Anxiety and Depressive Symptoms Following Traumatic Brain Injury.

Authors:  Liang Gao; Qiang Xue; Shun Gong; Gaoyi Li; Wusong Tong; Mingxia Fan; Xianzhen Chen; Jia Yin; Yu Song; Songyu Chen; Jingrong Huang; Chengbin Wang; Yan Dong
Journal:  Front Neurol       Date:  2022-04-05       Impact factor: 4.003

8.  Modified constraint-induced movement therapy enhances cortical plasticity in a rat model of traumatic brain injury: a resting-state functional MRI study.

Authors:  Cheng-Cheng Sun; Yu-Wen Zhang; Xiang-Xin Xing; Qi Yang; Ling-Yun Cao; Yu-Feng Cheng; Jing-Wang Zhao; Shao-Ting Zhou; Dan-Dan Cheng; Ye Zhang; Xu-Yun Hua; He Wang; Dong-Sheng Xu
Journal:  Neural Regen Res       Date:  2023-02       Impact factor: 6.058

9.  Post-acute blood biomarkers and disease progression in traumatic brain injury.

Authors:  Virginia F J Newcombe; Nicholas J Ashton; Jussi P Posti; Ben Glocker; Anne Manktelow; Doris A Chatfield; Stefan Winzeck; Edward Needham; Marta M Correia; Guy B Williams; Joel Simrén; Riikka S K Takala; Ari J Katila; Henna Riikka Maanpää; Jussi Tallus; Janek Frantzén; Kaj Blennow; Olli Tenovuo; Henrik Zetterberg; David K Menon
Journal:  Brain       Date:  2022-06-30       Impact factor: 15.255

Review 10.  Traumatic Brain Injury and Risk of Neurodegenerative Disorder.

Authors:  Benjamin L Brett; Raquel C Gardner; Jonathan Godbout; Kristen Dams-O'Connor; C Dirk Keene
Journal:  Biol Psychiatry       Date:  2021-06-02       Impact factor: 13.382

View more

北京卡尤迪生物科技股份有限公司 © 2022-2023.