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False cerebral activation on BOLD functional MR images: study of low-amplitude motion weakly correlated to stimulus
A S Field1, Y F Yen, J H Burdette
1Division of Radiologic Sciences, Wake Forest University School of Medicine, Winston-Salem, NC 27157-1022, USA.
Background And Purpose:
Movements of the participant during blood oxygen level-dependent (BOLD) functional MR imaging cerebral activation studies are known to produce occasionally regions of false activation, especially when these movements are relatively large (>3 mm) and highly correlated with the stimulus. We investigated whether minimal (<1 mm), weakly correlated movements in a controlled functional MR imaging model could produce false activation artifacts that could potentially mimic regions of true activation in size, location, and statistical significance.
Methods:
A life-size brain phantom was constructed by embedding vials of a dilute carboxylic acid solution within a gadolinium-doped gelatin mold. Imaging was performed at 1.5 T using a 2D spiral sequence (3,000/5 [TR/TE]; flip angle, 88 degrees; matrix, 64 x 64; field of view, 24 cm; section thickness, 5 mm). Controlled, in-plane, submillimeter movements of the phantom were generated using a pneumatic system and were made to correlate with a hypothetical "boxcar" stimulus over the range 0.31 < r < 0.96. Regions of false activation were sought using standard statistical methods (SPM96) that excluded phantom edges and accounted for spatial extent (regions tested at P < .05, corrected for multiple comparisons). A similar experiment was performed on a resting volunteer.
Results:
The pneumatic system provided motion control with average in-plane displacements and rotations of 0.74 mm and 0.47 degrees, respectively, in the 18 data sets analyzed. No areas of false activation in the phantom were identified for poorly correlated motions (r < 0.52). Above this level, false activations occurred with increasing frequency, scaling in size and number with the degree of motion correlation. For motions with r > 0.67, areas of false activation were seen in every experiment. For a statistical threshold of P = .001, the median number of falsely activated regions was 3.5, with a mean size of 71.7 voxels (approximately 5 cc). Areas of possibly false activation of average size 72.5 voxels resulting from passive motion of the resting human participant were observed in two of four experiments.
Conclusion:
Participant movements of 1 mm or less that are only modestly correlated with a blocked stimulus paradigm can produce appreciable false activation artifacts on BOLD functional MR imaging studies, even when strict image realignment methods are used to prevent them.
Insights
Even minimal head motion (<1 mm) during functional MRI can create false activation signals. These subtle movements, when correlated with stimuli, can mimic real brain activity, impacting study results.
Area of Science:
- Neuroimaging
- Medical Physics
- Biomedical Engineering
Background:
- Participant motion during functional MRI (fMRI) can cause false activation signals.
- Large movements (>3 mm) are known to cause artifacts, but the effect of minimal movements is less understood.
Purpose of the Study:
- To investigate if minimal (<1 mm) and weakly correlated movements can produce false activation artifacts in fMRI.
- To determine if these artifacts can mimic true activation in size, location, and statistical significance.
Main Methods:
- A life-size brain phantom with embedded vials was imaged at 1.5 T.
- Controlled submillimeter phantom movements were generated and correlated with a boxcar stimulus (0.31 < r < 0.96).
- Standard statistical methods (SPM96) were used to identify false activation regions, excluding phantom edges and correcting for multiple comparisons.
Main Results:
- Submillimeter movements correlated with stimuli (r > 0.67) consistently produced false activation artifacts.
- At P = .001, median false activation regions numbered 3.5 with a mean size of 71.7 voxels (approx. 5 cc).
- Similar artifacts were observed in a resting volunteer, indicating potential real-world impact.
Conclusions:
- Participant movements of 1 mm or less, modestly correlated with stimuli, can generate significant false activation artifacts in BOLD fMRI.
- These artifacts can occur even with strict image realignment techniques.
- Researchers must be cautious of subtle motion artifacts in fMRI studies.
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