Free Water Volume Fraction: An Imaging Biomarker to Characterize Moderate-to-Severe Traumatic Brain Injury

被引:10
|
作者
Vijayakumari, Anupa Ambili [1 ]
Parker, Drew [1 ]
Osmanlioglu, Yusuf [1 ]
Alappatt, Jacob A. [1 ]
Whyte, John [2 ]
Diaz-Arrastia, Ramon [3 ]
Kim, Junghoon J. [4 ]
Verma, Ragini [1 ,5 ,6 ]
机构
[1] Univ Penn, DiCIPHR Diffus & Connect Precis Healthcare Res La, Dept Radiol, Perelman Sch Med, Philadelphia, PA USA
[2] Moss Rehabil Res Inst, Einstein Med Ctr Elkins Pk, TBI Rehabil Res Lab, Philadelphia, PA USA
[3] Univ Penn, Dept Neurol, Perelman Sch Med, Philadelphia, PA USA
[4] CUNY City Coll, Dept Mol Cellular & Biomed Sci, Sch Med, New York, NY USA
[5] Univ Penn, Ctr Brain Injury & Repair, Perelman Sch Med, Philadelphia, PA USA
[6] Univ Penn, Dept Neurosurg, Perelman Sch Med, Philadelphia, PA USA
基金
美国国家卫生研究院;
关键词
diffusion tensor imaging; free water volume fraction; traumatic brain injury; 1ST-EPISODE PSYCHOSIS; AXONAL INJURY; REGISTRATION; MECHANISMS; DIAGNOSIS;
D O I
10.1089/neu.2021.0057
中图分类号
R4 [临床医学];
学科分类号
1002 ; 100602 ;
摘要
Traumatic brain injury (TBI) is a major clinical and public health problem with few therapeutic interventions successfully translated to the clinic. Identifying imaging-based biomarkers characterizing injury severity and predicting long-term functional and cognitive outcomes in TBI patients is crucial for treatment. TBI results in white matter (WM) injuries, which can be detected using diffusion tensor imaging (DTI). Trauma-induced pathologies lead to accumulation of free water (FW) in brain tissue, and standard DTI is susceptible to the confounding effects of FW. In this study, we applied FW DTI to estimate free water volume fraction (FW-VF) in patients with moderate-to-severe TBI and demonstrated its association with injury severity and long-term outcomes. DTI scans and neuropsychological assessments were obtained longitudinally at 3, 6, and 12 months post-injury for 34 patients and once in 35 matched healthy controls. We observed significantly elevated FW-VF in 85 of 90 WM regions in patients compared to healthy controls (p < 0.05). We then presented a patient-specific summary score of WM regions derived using Mahalanobis distance. We observed that MVF at 3 months significantly predicted functional outcome (p = 0.008), executive function (p = 0.005), and processing speed (p = 0.01) measured at 12 months and was significantly correlated with injury severity (p < 0.001). Our findings are an important step toward implementing MVF as a biomarker for personalized therapy and rehabilitation planning for TBI patients.
引用
收藏
页码:2698 / 2705
页数:8
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