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Published on: August 11, 2015
Decoupling of Gray and White Matter Functional Networks in Medication-Naïve Patients With Major Depressive Disorder
Youjin Zhao1, Feifei Zhang1, Wenjing Zhang1
1Huaxi MR Research Center (HMRRC), Department of Radiology, West China Hospital of Sichuan University, Chengdu, China.
Background:
Major depressive disorder (MDD) has been increasingly conceptualized as a disconnection syndrome. However, most studies have only focused on functional connectivity (FC) alterations in gray matter (GM), and the functional alterations in white matter (WM) remain largely unknown in MDD.
Purpose:
To investigate WM functional alterations and the functional interaction between GM and WM networks in medication-naïve MDD.
Study Type:
Prospective.
Subjects:
Sixty-eight patients with MDD and 66 age- and sex-matched healthy controls (HCs).
Field Strength/Sequence:
Resting state-functional MRI (fMRI) using a gradient-echo imaging sequence and T1 -weighted images were acquired at 3.0T.
Assessment:
Functional GM and WM networks, based on resting-state blood oxygenation level-dependent (BOLD) signals, were identified by the K-means clustering algorithm, and FC matrices were obtained for each subject.
Statistical Tests:
Two-sample t-tests, Pearson chi-square test, and Pearson correlation analysis.
Results:
Both the GM and WM of the visual network (GM1 and WM11) showed reduced FC with the sensorimotor network (WM5 and GM8), lateral temporal network (GM5 and WM6), cingulo-opercular network (GM9), and dorsal attention network (GM7) in MDD patients compared to controls (P < 0.05, false discovery rate [FDR]-corrected). Reduced FC between the anterior cingulum network (WM3) and the lateral temporal network (GM5 and WM6) and temporal pole network (GM13) and between GM13 and the medial temporal network (GM4) and medial prefrontal-subcortical network (GM10) were also observed in MDD patients (P < 0.05, FDR-corrected). In addition, the WM BOLD signal in the sensorimotor network was negatively correlated with illness duration (r = -0.286, P = 0.018).
Data Conclusion:
Disconnectivity between the GM and WM networks in the perception-motor system may be the foundation of extensively disrupted connections in MDD. Furthermore, the observed decoupling between subsystems of the default mode network may help explain previous findings of persistent negative rumination and theory of mind deficits in depression.
Level Of Evidence:
3.
Technical Efficacy:
Stage 3.
Insights
Major depressive disorder (MDD) is linked to reduced functional connectivity (FC) between gray matter (GM) and white matter (WM) networks. These disruptions in brain networks may underlie the symptoms of MDD.
Area of Science:
- Neuroscience
- Psychiatry
- Medical Imaging
Background:
- Major depressive disorder (MDD) is increasingly viewed as a disconnection syndrome.
- Previous research primarily focused on gray matter (GM) functional connectivity (FC) alterations.
- Functional alterations in white matter (WM) in MDD remain understudied.
Purpose of the Study:
- To investigate functional alterations in white matter (WM) in medication-naïve patients with major depressive disorder (MDD).
- To examine the functional interactions between GM and WM networks in MDD.
Main Methods:
- Utilized resting-state functional MRI (fMRI) at 3.0T to acquire blood oxygenation level-dependent (BOLD) signals.
- Employed K-means clustering to identify functional GM and WM networks.
- Analyzed functional connectivity (FC) matrices using statistical tests including two-sample t-tests and Pearson correlation.
Main Results:
- Reduced FC was observed between visual and sensorimotor/lateral temporal/cingulo-opercular/dorsal attention networks in both GM and WM in MDD patients compared to controls.
- Further reductions in FC were found between anterior cingulum, temporal pole, medial temporal, and medial prefrontal-subcortical networks in MDD.
- WM BOLD signal in the sensorimotor network negatively correlated with illness duration in MDD patients.
Conclusions:
- Disconnectivity between GM and WM networks, particularly in perception-motor systems, may form the basis of widespread network disruption in MDD.
- Observed decoupling within default mode network subsystems could explain persistent negative rumination and theory of mind deficits in depression.
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