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A Comprehensive and Broad Approach to Resting-State Functional Connectivity in Adult Patients with Mild Traumatic
Soroush Arabshahi1, Sohae Chung2, Alaleh Alivar2
1From Biomedical Engineering Department (S.A., A.F.L.), Columbia University, New York, New York sa3617@columbia.edu.
Resting-state functional connectivity in mild traumatic brain injury (mTBI) patients showed no significant differences compared to controls after rigorous statistical correction. Further subject-level analysis may be needed to detect subtle mTBI effects on brain connectivity.
Area of Science:
- Neuroscience
- Radiology
- Medical Imaging
Background:
- Mild traumatic brain injury (mTBI) research often shows inconsistent findings regarding resting-state functional connectivity (rsFC) alterations.
- Previous studies suffer from varied analysis methods and small sample sizes, hindering reliable conclusions.
Purpose of the Study:
- To investigate differences in whole-brain rsFC between mTBI patients and healthy controls.
- To employ comprehensive rsFC measurement methods and analyses for robust comparison.
Main Methods:
- Included 123 subjects (72 mTBI, 51 controls) with standard fMRI preprocessing.
- Utilized ROI/seed-based analyses with 4 parcellation methods and independent component analysis for rsFC.
- Measured fractional amplitude of low-frequency fluctuations and performed whole-brain multilevel statistical analysis with correction.
Main Results:
- No significant demographic differences between mTBI patients and controls.
- Individual rsFC methods revealed group differences, but these did not survive multiple comparison correction.
- No statistically significant differences in rsFC were found between groups across all methods and analyses.
Conclusions:
- Rigorous statistical correction indicates that initial mTBI effects on rsFC may not be significant.
- Previous findings of mTBI biomarkers in rsFC require re-evaluation.
- Future research should consider subject-level analyses to explore subtle and variable mTBI impacts on brain connectivity.
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