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Whole-brain functional connectivity identification of functional dyspepsia
Jiaofen Nan1, Jixin Liu, Guoying Li
1School of Life Sciences and Technology, Xidian University, Xi'an, PR China.
Functional dyspepsia (FD) disrupts whole-brain resting-state functional networks, particularly in limbic and prefrontal areas. These network changes correlate with symptom severity, not disease duration, offering insights into FD pathophysiology.
Area of Science:
- Neuroscience
- Gastroenterology
- Medical Imaging
Background:
- Local brain aberrations are noted in functional dyspepsia (FD).
- Whole-brain resting-state functional network abnormalities in FD remain under-explored.
- Understanding these networks is crucial for FD pathophysiology.
Purpose of the Study:
- Investigate disruptions in whole-brain networks in FD patients.
- Determine if abnormal functional connectivity reflects disease severity.
- Assess the discriminative power of these network changes.
Main Methods:
- Resting-state functional magnetic resonance imaging (rs-fMRI).
- Comparison between FD patients and healthy controls.
- Multivariate pattern analysis (MVPA) for classification.
Main Results:
- Abnormal functional connections identified in limbic/paralimbic, prefrontal, tempo-parietal, and visual cortex.
- High classification accuracy (96% original, 88% replication dataset) distinguishing FD patients.
- Connectivity features correlated with symptom severity, depression, and anxiety, but not duration.
Conclusions:
- Altered brain functional connections are effective indicators of FD pathophysiology.
- These dysfunctional connections may be epiphenomena or causative factors in FD.
- Connectivity patterns reflect clinical severity and emotional dimensions, not disease course.
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