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Meta-analysis of Voxel-Based Neuroimaging Studies using Seed-based d Mapping with Permutation of Subject Images SDM-PSI
Published on: November 27, 2019
Essential brain structural alterations in major depressive disorder: A voxel-wise meta-analysis on first episode,
Wei Peng1, Ziqi Chen1, Li Yin2
1Huaxi MR Research Center (HMRRC), Department of Radiology, West China Hospital of Sichuan University, Chengdu, PR China.
Background:
Because brain morphological abnormalities in major depressive disorder (MDD) may be modulated by medication and episodes, previous meta-analyses of voxel-based morphometry (VBM) studies therefore have been biased for including medicated patients or medication-free patients who had ever received drugs, as well as patients with different episodes. We sought to identify the essential morphological features without the interference of medication and episodes in MDD.
Methods:
Seed-based d Mapping was applied to analyze the gray matter differences between all first episode (FE), medication-naive MDD patients and healthy controls. Subgroup meta-analyses and meta-regression were used to explore the effects of methodology, demographics and clinical characteristics.
Results:
We identified 10 studies comprising 329 FE, medication-naive MDD patients and 340 healthy controls. Gray matter volumes were increased in the bilateral thalamus, cuneus, left paracentral lobule and medial superior frontal gyrus, and decreased in the right dorsolateral superior frontal gyrus, left insula and middle frontal gyrus in patients. Decreased volume in the right inferior temporal gyrus was only observed in patients with short illness duration and studies with threshold corrections. Moreover, there were different results between 3.0T MRI and 1.5T MRI studies. Meta-regression analyses revealed that mean age and the percentage of female patients were not significantly correlated with gray matter changes.
Limitations:
There are heterogeneities in demographics, clinical features and analyzing methods of selected studies.
Conclusions:
The present meta-analysis revealed that structural abnormalities in the fronto-limbic networks are the essential characteristics in MDD and could contribute to the high risk of suicide in patients.
Insights
This study identified essential brain gray matter changes in first-episode, medication-naive major depressive disorder (MDD) patients. These structural abnormalities in fronto-limbic networks may indicate a higher suicide risk.
Area of Science:
- Neuroimaging
- Psychiatry
- Neuroscience
Background:
- Major depressive disorder (MDD) brain morphology may be influenced by medication and illness episodes.
- Previous meta-analyses may be biased by including medicated or previously medicated patients.
- This study aimed to identify essential morphological features in MDD, free from medication and episode interference.
Purpose of the Study:
- To identify essential gray matter differences in first-episode, medication-naive MDD patients compared to healthy controls.
- To explore the impact of methodological, demographic, and clinical factors on observed gray matter changes.
Main Methods:
- Seed-based d Mapping analysis was used to compare gray matter volumes.
- Included 10 studies with 329 first-episode, medication-naive MDD patients and 340 healthy controls.
- Subgroup meta-analyses and meta-regression were employed to investigate influencing factors.
Main Results:
- Increased gray matter volume observed in bilateral thalamus, cuneus, left paracentral lobule, and medial superior frontal gyrus.
- Decreased gray matter volume found in the right dorsolateral superior frontal gyrus, left insula, and middle frontal gyrus.
- Right inferior temporal gyrus volume reduction was associated with shorter illness duration and threshold corrections; MRI field strength also influenced results.
Conclusions:
- Structural abnormalities in fronto-limbic networks are key characteristics of MDD.
- These identified brain structural changes may contribute to the elevated suicide risk in MDD patients.
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