Quantitative Automated Lesion Detection of Traumatic Brain Injury (QALD)
Quantitative Automated Lesion Detection of TBI
Study Overview
Status
Status
Conditions
Conditions
Detailed Description
Because of their non-focal nature, TBI-related brain lesions are difficult to detect and quantify with traditional MRI. In the current research program the investigators propose to develop quantitative automated lesion detection (QALD) procedures to (1) clarify the nature and distribution of tissue damage following mild, moderate and severe TBI (2) improve the capability of detecting, quantifying, and localizing TBI brain damage in individual patients and (3) correlate quantitative measures of brain damage in individual TBI patients with neuropsychological deficits in attention, memory, and executive function.
QALD detects abnormal tissue parameters in the diseased brain through statistical comparisons with a normative database. Preliminary results show that QALD is capable of detecting highly significant abnormalities in the brains of TBI patients with normal clinical MRI scans. QALD will be further enhanced and tested with a larger database and including brain images acquired with four different imaging sequences (T1, T2, DTI and fluid-attenuated inversion recovery or FLAIR) from 100 control subjects. Data analysis will incorporate advanced cortical surface mapping techniques to quantify gray matter tissue parameters and thickness in 34 distinct cortical regions in each hemisphere. In addition, cortical fiber projections will be quantified with DTI and FLAIR analysis of white matter lying below the cortical surface. Subcortical fiber tracts critical for complex cognitive operations will be analyzed with voxel-based morphometry and with improved region of interest algorithms to define fiber tract boundaries. Tissue properties in critical subcortical structures (e.g., the hippocampus) will be quantified after automatic parcellation of these brain regions. The investigators will also test the control subjects on a battery of neuropsychological tests (NPTs) and correlate variations in the size, myelination, and tissue properties of normal cortical and subcortical structures with cognitive performance. Then, the investigators will gather identical imaging data in 99 TBI patients divided into three groups (mild, moderate and severe TBI) in order to characterize the average pattern of damage caused by TBIs of different severity. Next, the investigators will quantify lesions in individual TBI patients and describe the variability of lesion patterns in the different severity groups. In parallel, the investigators will develop further multimodal analysis techniques to combine statistical information from different imaging sequences to improve lesion-detection sensitivity to co-localized abnormalities evident with different imaging protocols. In addition, the investigators will test patients with NPTs and analyze the relationship between brain damage, cognitive performance and self-assessments of outcome in order to improve the prognostic value of neuroradiological studies of TBI.
Study Type
Study Type
Enrollment (Actual)
Enrollment
Contacts and Locations
Study Locations
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California
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Martinez, California, United States, 94553
- VA Northern California HCS
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Participation Criteria
Eligibility Criteria
Eligibility Criteria
Ages Eligible for Study
Accepts Healthy Volunteers
Genders Eligible for Study
Sampling Method
Study Population
Description
Inclusion Criteria:
- Control subjects from 18-50.
- Patients from 18-50 who have suffered TBI.
Exclusion Criteria:
- Substance abuse.
- Irremedial sensory deficits (blindness, deafness).
- Primary psychiatric disorder.
- Neurological disease unrelated to TBI.
Study Plan
How is the study designed?
Design Details
Number of groups / cohorts
Cohorts and Interventions
Group / CohortGroup / Cohort |
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Group 1: no history of TBI
184 participants with no history of traumatic brain injury (TBI).
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Group 2: with a history of TBI
28 patients with a history of TBI.
Most of these patients had suffered mild TBI.
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What is the study measuring?
Primary Outcome Measures
Primary Outcome Measures
Outcome Measure |
Measure Description |
Time Frame |
|---|---|---|
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Performance on Trail-making Test, Part B
Time Frame: Single session generally several years after TBI depending on time of recruitment of subjects.
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z-score based on response time, regressed for age and computer use
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Single session generally several years after TBI depending on time of recruitment of subjects.
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Collaborators and Investigators
Sponsor
Sponsor
Publications and helpful links
General Publications
- Woods DL, Wyma JM, Herron TJ, Yund EW. An improved spatial span test of visuospatial memory. Memory. 2016 Sep;24(8):1142-55. doi: 10.1080/09658211.2015.1076849. Epub 2015 Sep 11.
- Woods DL, Yund EW, Wyma JM, Ruff R, Herron TJ. Measuring executive function in control subjects and TBI patients with question completion time (QCT). Front Hum Neurosci. 2015 May 19;9:288. doi: 10.3389/fnhum.2015.00288. eCollection 2015.
- Alho K, Rinne T, Herron TJ, Woods DL. Stimulus-dependent activations and attention-related modulations in the auditory cortex: a meta-analysis of fMRI studies. Hear Res. 2014 Jan;307:29-41. doi: 10.1016/j.heares.2013.08.001. Epub 2013 Aug 11.
- Kang X, Herron TJ, Woods DL. Validation of the anisotropy index ellipsoidal area ratio in diffusion tensor imaging. Magn Reson Imaging. 2010 May;28(4):546-56. doi: 10.1016/j.mri.2009.12.015. Epub 2010 Jan 21.
- Woods DL, Herron TJ, Cate AD, Yund EW, Stecker GC, Rinne T, Kang X. Functional properties of human auditory cortical fields. Front Syst Neurosci. 2010 Dec 3;4:155. doi: 10.3389/fnsys.2010.00155. eCollection 2010.
- Cate AD, Herron TJ, Kang X, Yund EW, Woods DL. Intermodal attention modulates visual processing in dorsal and ventral streams. Neuroimage. 2012 Nov 15;63(3):1295-304. doi: 10.1016/j.neuroimage.2012.08.026. Epub 2012 Aug 16.
- Woods DL, Herron TJ, Cate AD, Kang X, Yund EW. Phonological processing in human auditory cortical fields. Front Hum Neurosci. 2011 Apr 20;5:42. doi: 10.3389/fnhum.2011.00042. eCollection 2011.
- Turken AU, Herron TJ, Kang X, O'Connor LE, Sorenson DJ, Baldo JV, Woods DL. Multimodal surface-based morphometry reveals diffuse cortical atrophy in traumatic brain injury. BMC Med Imaging. 2009 Dec 31;9:20. doi: 10.1186/1471-2342-9-20.
- Kang X, Herron TJ, Cate AD, Yund EW, Woods DL. Hemispherically-unified surface maps of human cerebral cortex: reliability and hemispheric asymmetries. PLoS One. 2012;7(9):e45582. doi: 10.1371/journal.pone.0045582. Epub 2012 Sep 18.
- Herron TJ, Kang X, Woods DL. Automated measurement of the human corpus callosum using MRI. Front Neuroinform. 2012 Sep 12;6:25. doi: 10.3389/fninf.2012.00025. eCollection 2012.
- Kang X, Herron TJ, Turken AU, Woods DL. Diffusion properties of cortical and pericortical tissue: regional variations, reliability and methodological issues. Magn Reson Imaging. 2012 Oct;30(8):1111-22. doi: 10.1016/j.mri.2012.04.004. Epub 2012 Jun 12.
- Kang X, Herron TJ, Woods DL. Regional variation, hemispheric asymmetries and gender differences in pericortical white matter. Neuroimage. 2011 Jun 15;56(4):2011-23. doi: 10.1016/j.neuroimage.2011.03.016. Epub 2011 Mar 22.
- Whitaker KJ, Kang X, Herron TJ, Woods DL, Robertson LC, Alvarez BD. White matter microstructure throughout the brain correlates with visual imagery in grapheme-color synesthesia. Neuroimage. 2014 Apr 15;90:52-9. doi: 10.1016/j.neuroimage.2013.12.054. Epub 2014 Jan 7.
- Zhang S, Cate AD, Herron TJ, Kang X, Yund EW, Bao S, Woods DL. Functional and anatomical properties of human visual cortical fields. Vision Res. 2015 Apr;109(Pt A):107-21. doi: 10.1016/j.visres.2015.01.015. Epub 2015 Feb 4.
- Kang X, Herron TJ, Ettlinger M, Woods DL. Hemispheric asymmetries in cortical and subcortical anatomy. Laterality. 2015;20(6):658-84. doi: 10.1080/1357650X.2015.1032975. Epub 2015 Apr 20.
- Woods DL, Wyma JM, Herron TJ, Yund EW. The Effects of Aging, Malingering, and Traumatic Brain Injury on Computerized Trail-Making Test Performance. PLoS One. 2015 Jun 10;10(6):e0124345. doi: 10.1371/journal.pone.0124345. eCollection 2015.
- Woods DL, Wyma JM, Yund EW, Herron TJ, Reed B. Age-related slowing of response selection and production in a visual choice reaction time task. Front Hum Neurosci. 2015 Apr 23;9:193. doi: 10.3389/fnhum.2015.00193. eCollection 2015. Erratum In: Front Hum Neurosci. 2015;9:350.
- Woods DL, Wyma JM, Yund EW, Herron TJ, Reed B. Factors influencing the latency of simple reaction time. Front Hum Neurosci. 2015 Mar 26;9:131. doi: 10.3389/fnhum.2015.00131. eCollection 2015.
Study record dates
Study Major Dates
Study Start
Study Start
Primary Completion (Actual)
Primary Completion
Study Completion (Actual)
Study Completion
Study Registration Dates
First Submitted
First Submitted
First Submitted That Met QC Criteria
First Submitted That Met QC Criteria
First Posted (Estimate)
First Posted
Study Record Updates
Last Update Posted (Estimate)
Last Update Posted
Last Update Submitted That Met QC Criteria
Last Update Submitted That Met QC Criteria
Last Verified
Last Verified
More Information
Terms related to this study
Keywords
Additional Relevant MeSH Terms
Other Study ID Numbers
Other Study ID Numbers
- B6120-R
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