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Blood Oxygenation Level-Dependent Response to Multiple Grip Forces in Multiple Sclerosis: Going Beyond the Main
Adnan A S Alahmadi1,2, Matteo Pardini2,3,4, Rebecca S Samson2
1Department of Diagnostic Radiology, Faculty of Applied Medical Science, King Abdulaziz University, Jeddah, Saudi Arabia.
Abstract:
This study highlights the importance of looking beyond the main effect of movement to study alterations in functional response in the presence of central nervous system pathologies such as multiple sclerosis (MS). Data show that MS selectively affects regional BOLD (blood oxygenation level dependent) responses to variable grip forces (GF). It is known that the anterior and posterior BA 4 areas (BA 4a and BA 4p) are anatomically and functionally distinct. It has also been shown in healthy volunteers that there are linear (first order, typical of BA 4a) and nonlinear (second to fourth order, typical of BA 4p) BOLD responses to different levels of GF applied during a dynamic motor paradigm. After modeling the BOLD response with a polynomial expansion of the applied GFs, the particular case of BA 4a and BA 4p were investigated in healthy volunteers (HV) and MS subjects. The main effect of movement (zeroth order) analysis showed that the BOLD signal is greater in MS compared with healthy volunteers within both BA 4 subregions. At higher order, BOLD-GF responses were similar in BA 4a but showed a marked alteration in BA 4p of MS subjects, with those with greatest disability showing the greatest deviations from the healthy response profile. Therefore, the different behaviors in HV and MS could only be uncovered through a polynomial analysis looking beyond the main effect of movement into the two BA 4 subregions. Future studies will investigate the source of this pathophysiology, combining the present fMRI paradigm with blood perfusion and nonlinear neuronal response analysis.
Insights
Multiple sclerosis (MS) alters brain activity in motor regions, particularly the posterior BA 4 area. Polynomial analysis reveals distinct BOLD responses in MS patients compared to healthy volunteers, highlighting disease-specific functional changes.
Area of Science:
- Neuroscience
- Neuroimaging
- Neurology
Background:
- Central nervous system pathologies like multiple sclerosis (MS) necessitate studying functional responses beyond simple movement effects.
- The brain's primary motor cortex, specifically anterior (BA 4a) and posterior (BA 4p) areas, exhibit distinct anatomical and functional characteristics.
- Healthy volunteers show linear BOLD responses in BA 4a and nonlinear responses in BA 4p to varying grip forces (GF).
Purpose of the Study:
- To investigate alterations in blood oxygenation level dependent (BOLD) responses to grip forces (GF) in the BA 4a and BA 4p subregions of the motor cortex in individuals with MS.
- To compare functional BOLD-GF responses between healthy volunteers (HV) and MS subjects using polynomial modeling.
- To determine if higher-order BOLD-GF response analysis can uncover pathology-specific changes not evident from the main effect of movement.
Main Methods:
- Functional magnetic resonance imaging (fMRI) was used to measure BOLD responses during a dynamic motor task involving variable grip forces (GF).
- BOLD responses in BA 4a and BA 4p were modeled using polynomial expansion of applied GFs.
- Analysis included the main effect of movement (zeroth order) and higher-order polynomial terms (first to fourth order).
Main Results:
- The main effect of movement (zeroth order) showed significantly greater BOLD signal in both BA 4a and BA 4p in MS subjects compared to HV.
- Higher-order BOLD-GF responses were similar between MS subjects and HV in BA 4a.
- A marked alteration in higher-order BOLD-GF responses was observed in the BA 4p of MS subjects, correlating with disease severity.
Conclusions:
- Multiple sclerosis selectively affects regional BOLD responses to grip forces, particularly in the posterior BA 4 area (BA 4p), revealing nonlinear alterations.
- Polynomial analysis, extending beyond the main effect of movement, is crucial for uncovering these subtle, pathology-specific functional changes in MS.
- Future research should integrate fMRI with blood perfusion and nonlinear neuronal response analysis to elucidate the underlying pathophysiology.
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