Distinction in the function and microstructure of white matter between major depressive disorder and generalized
Yue Yu1, Ting Zhang2, Qianqian Li3
1Department of Neurology, the First Affiliated Hospital of Anhui Medical University, Hefei 230022, China.
Background:
Major depressive disorder (MDD) and generalized anxiety disorder (GAD) are two of the leading causes of impairment to human mental health. These two psychiatric disorders overlap in many symptoms and neurobiological features thus difficult to distinguish in some cases.
Methods:
We enrolled 102 participants, comprising 40 patients with MDD, 32 patients with GAD and 30 matched healthy controls (HCs), to undergo multimodal magnetic resonance imaging (MRI) scans. We identified 18 major white matter (WM) tracts with automated fiber quantification (AFQ) method, to evaluated microstructure with fractional anisotropy (FA) and function with amplitude of low-frequency fluctuation (ALFF). An analysis of variance (ANOVA) was employed to identify differences among groups. We further explored the correlations of FA and ALFF features with clinical symptoms.
Results:
We identified the white matter microstructure and function of 89 participants. ANOVA and post-hoc analysis revealed that GAD group exhibited significantly higher FA of right anterior thalamic radiation (ATR) than in MDD and HC groups. Additionally, MDD group exhibited significantly decreased ALFF in forceps major (FMA), forceps minor (FMI), bilateral corticospinal tracts (CST) and left inferior fronto-occipital fasciculus (IFOF) compared to both GAD and HC group. ALFF of right CST was significantly negatively correlated to HAMA and a moderate effect size and marginal significance was found between FA of the right ATR and HAMA in GAD group.
Limitations:
This study used cross-sectional data and sample size was small.
Conclusion:
Tracking microstructure and function of WM with AFQ method has the potential to distinguish different psychiatric diseases.
Insights
This study reveals distinct white matter (WM) differences in major depressive disorder (MDD) and generalized anxiety disorder (GAD). Automated fiber quantification (AFQ) shows potential for differentiating these mental health conditions.
Area of Science:
- Neuroimaging
- Psychiatry
- Neuroscience
Background:
- Major depressive disorder (MDD) and generalized anxiety disorder (GAD) significantly impair mental health.
- Overlap in symptoms and neurobiology complicates differential diagnosis of MDD and GAD.
Purpose of the Study:
- To investigate white matter (WM) microstructure and function differences between MDD and GAD patients.
- To explore the utility of multimodal MRI and automated fiber quantification (AFQ) in distinguishing these disorders.
Main Methods:
- 102 participants (40 MDD, 32 GAD, 30 healthy controls) underwent multimodal MRI.
- Automated fiber quantification (AFQ) assessed white matter (WM) microstructure (fractional anisotropy - FA) and function (amplitude of low-frequency fluctuation - ALFF).
- Analysis of variance (ANOVA) identified group differences; correlations with clinical symptoms were explored.
Main Results:
- GAD patients showed higher FA in the right anterior thalamic radiation (ATR) compared to MDD and healthy controls.
- MDD patients exhibited decreased ALFF in forceps major, forceps minor, bilateral corticospinal tracts (CST), and left inferior fronto-occipital fasciculus (IFOF).
- ALFF in the right CST negatively correlated with HAMA scores in GAD patients.
Conclusions:
- White matter (WM) microstructure and function analysis using AFQ shows promise for differentiating psychiatric conditions like MDD and GAD.
- This multimodal MRI approach offers potential for improved diagnostic specificity in mental health.
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