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Updated: Aug 12, 2025

Development of an Uncomplicated Mild Traumatic Brain Injury Model Modified by Weight-Drop Method and Evidenced by Magnetic Resonance Imaging
Published on: April 11, 2025
Replicability of proton MR spectroscopic imaging findings in mild traumatic brain injury: Implications for clinical
Anna M Chen1, Teresa Gerhalter1, Seena Dehkharghani2
1Bernard and Irene Schwartz Center for Biomedical Imaging, Department of Radiology, New York University Grossman School of Medicine, New York, NY, USA.
Purpose:
Proton magnetic resonance spectroscopy (1H MRS) offers biomarkers of metabolic damage after mild traumatic brain injury (mTBI), but a lack of replicability studies hampers clinical translation. In a conceptual replication study design, the results reported in four previous publications were used as the hypotheses (H1-H7), specifically: abnormalities in patients are diffuse (H1), confined to white matter (WM) (H2), comprise low N-acetyl-aspartate (NAA) levels and normal choline (Cho), creatine (Cr) and myo-inositol (mI) (H3), and correlate with clinical outcome (H4); additionally, a lack of findings in regional subcortical WM (H5) and deep gray matter (GM) structures (H6), except for higher mI in patients' putamen (H7).
Methods:
26 mTBI patients (20 female, age 36.5 ± 12.5 [mean ± standard deviation] years), within two months from injury and 21 age-, sex-, and education-matched healthy controls were scanned at 3 Tesla with 3D echo-planar spectroscopic imaging. To test H1-H3, global analysis using linear regression was used to obtain metabolite levels of GM and WM in each brain lobe. For H4, patients were stratified into non-recovered and recovered subgroups using the Glasgow Outcome Scale Extended. To test H5-H7, regional analysis using spectral averaging estimated metabolite levels in four GM and six WM structures segmented from T1-weighted MRI. The Mann-Whitney U test and weighted least squares analysis of covariance were used to examine mean group differences in metabolite levels between all patients and all controls (H1-H3, H5-H7), and between recovered and non-recovered patients and their respectively matched controls (H4). Replicability was defined as the support or failure to support the null hypotheses in accordance with the content of H1-H7, and was further evaluated using percent differences, coefficients of variation, and effect size (Cohen's d).
Results:
Patients' occipital lobe WM Cho and Cr levels were 6.0% and 4.6% higher than controls', respectively (Cho, d = 0.37, p = 0.04; Cr, d = 0.63, p = 0.03). The same findings, i.e., higher patients' occipital lobe WM Cho and Cr (both p = 0.01), but with larger percent differences (Cho, 8.6%; Cr, 6.3%) and effect sizes (Cho, d = 0.52; Cr, d = 0.88) were found in the comparison of non-recovered patients to their matched controls. For the lobar WM Cho and Cr comparisons without statistical significance (frontal, parietal, temporal), unidirectional effect sizes were observed (Cho, d = 0.07 - 0.37; Cr, d = 0.27 - 0.63). No differences were found in any metabolite in any lobe in the comparison between recovered patients and their matched controls. In the regional analyses, no differences in metabolite levels were found in any GM or WM region, but all WM regions (posterior, frontal, corona radiata, and the genu, body, and splenium of the corpus callosum) exhibited unidirectional effect sizes for Cho and Cr (Cho, d = 0.03 - 0.34; Cr, d = 0.16 - 0.51).
Conclusions:
We replicated findings of diffuse WM injury, which correlated with clinical outcome (supporting H1-H2, H4). These findings, however, were among the glial markers Cho and Cr, not the neuronal marker NAA (not supporting H3). No differences were found in regional GM and WM metabolite levels (supporting H5-H6), nor in putaminal mI (not supporting H7). Unidirectional effect sizes of higher patients' Cho and Cr within all WM analyses suggest widespread injury, and are in line with the conclusion from the previous publications, i.e., that detection of WM injury may be more dependent upon sensitivity of the 1H MRS technique than on the selection of specific regions. The findings lend further support to the corollary that clinic-ready 1H MRS biomarkers for mTBI may best be achieved by using high signal-to-noise-ratio single-voxels placed anywhere within WM. The biochemical signature of the injury, however, may differ and therefore absolute levels, rather than ratios may be preferred. Future replication efforts should further test the generalizability of these findings.
Insights
This study replicated that mild traumatic brain injury (mTBI) causes diffuse white matter (WM) injury, indicated by choline (Cho) and creatine (Cr) levels, correlating with patient outcomes. However, neuronal markers like N-acetyl-aspartate (NAA) did not show differences.
Area of Science:
- Neuroimaging
- Biomarkers
- Traumatic Brain Injury
Background:
- Proton magnetic resonance spectroscopy (¹H MRS) can detect metabolic changes after mild traumatic brain injury (mTBI).
- Replicability of ¹H MRS findings is crucial for clinical translation but remains understudied.
- Previous studies proposed specific ¹H MRS biomarkers for mTBI, necessitating validation.
Purpose of the Study:
- To conceptually replicate and validate previously reported ¹H MRS biomarkers for mTBI.
- To investigate the presence and location of metabolic abnormalities in mTBI patients.
- To assess the correlation between metabolic changes and clinical outcomes in mTBI.
Main Methods:
- Utilized a conceptual replication design using hypotheses from prior publications.
- Scanned 26 mTBI patients and 21 healthy controls using 3 Tesla ¹H MRS.
- Employed global and regional analyses to assess metabolite levels in gray matter (GM) and white matter (WM), correlating findings with clinical recovery.
Main Results:
- Replicated diffuse white matter (WM) injury in mTBI patients, evidenced by elevated choline (Cho) and creatine (Cr) levels, particularly in non-recovered patients.
- Observed significant correlations between WM Cho and Cr levels and clinical outcomes.
- Did not find differences in N-acetyl-aspartate (NAA) or myo-inositol (mI) in specific regions, and regional analyses generally supported a lack of localized findings.
Conclusions:
- ¹H MRS can replicate diffuse WM injury in mTBI, with Cho and Cr as potential biomarkers correlating with outcome.
- The findings suggest that WM injury detection may depend more on ¹H MRS technique sensitivity than region selection.
- Future research should focus on optimizing ¹H MRS techniques for robust mTBI biomarker detection and further validate findings.

