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Brain Morphology of Cannabis Users With or Without Psychosis: A Pilot MRI Study
Published on: August 18, 2020
Identificacion of MRI-based psychosis subtypes: Replication and refinement
Álvaro Planchuelo-Gómez1, Alba Lubeiro2, Pablo Núñez-Novo3
1Imaging Processing Laboratory, University of Valladolid, Paseo de Belén, 15, 47011 Valladolid, Spain.
Abstract:
The identification of the cerebral substrates of psychoses such as schizophrenia and bipolar disorder is likely hampered by its biological heterogeneity, which may contribute to the low replication of results in the field. In this study we aimed to replicate in a completely new sample and supplement the results of a previous study with additional data on this topic. In the aforementioned study we identified a schizophrenia cluster characterized by high mean cortical curvature and low cortical thickness, subcortical hypometabolism and progressive negative symptoms. Here, we have used magnetic resonance images from 61 schizophrenia and 28 bipolar patients, as well as 51 healthy controls and a cluster analysis to search for possible subgroups primarily characterized by cerebral structural data. Diffusion tensor imaging (fractional anisotropy, FA), cognition, clinical data and electroencephalographic (EEG) modulation during a P300 task were used to validate the possible clusters. Two clusters of patients were identified. The first cluster (29 schizophrenia and 18 bipolar patients) showed decreased cortical thickness and area values, as well as lower subcortical volumes and higher cortical curvature in some regions, as compared to the second cluster. This first cluster also showed decreased FA in frontal lobe connections and worse cognitive performance. Although this cluster also showed longer illness duration, there were first episode patients in both clusters and treatment doses and types were not different between clusters. Both clusters of patients showed decreased EEG task-related modulation. In conclusion, our data give additional support to a distinct biologically based cluster encompassing schizophrenia and bipolar disorder patients with cortical and subcortical alterations, hampered cortical connectivity and lower cognitive performance.
Insights
This study identified a distinct biological subgroup within schizophrenia and bipolar disorder patients, characterized by specific brain structure alterations, impaired connectivity, and reduced cognitive function, supporting a unified neurobiological basis for these conditions.
Area of Science:
- Neuroscience
- Psychiatry
- Neuroimaging
Background:
- Schizophrenia and bipolar disorder exhibit biological heterogeneity, complicating research and replication.
- Previous work identified a schizophrenia cluster with specific cortical and subcortical abnormalities.
Purpose of the Study:
- To replicate and supplement prior findings by identifying patient subgroups based on cerebral structural data.
- To validate identified clusters using diffusion tensor imaging, cognitive, clinical, and electroencephalographic data.
Main Methods:
- Magnetic resonance imaging (MRI) was used on 61 schizophrenia patients, 28 bipolar patients, and 51 healthy controls.
- Cluster analysis identified patient subgroups based on structural MRI data.
- Diffusion tensor imaging (DTI), cognitive assessments, clinical data, and P300 electroencephalography (EEG) were used for validation.
Main Results:
- Two patient clusters emerged: Cluster 1 showed reduced cortical thickness/area, lower subcortical volumes, higher cortical curvature, and decreased fractional anisotropy (FA) in frontal connections.
- Cluster 1 also exhibited worse cognitive performance compared to Cluster 2.
- Both patient clusters demonstrated reduced EEG task-related modulation, irrespective of illness duration or treatment differences.
Conclusions:
- The findings support a distinct, biologically defined patient cluster that includes individuals with both schizophrenia and bipolar disorder.
- This cluster is characterized by significant cortical and subcortical alterations, compromised brain connectivity, and diminished cognitive abilities.
- These results suggest a shared neurobiological substrate underlying aspects of schizophrenia and bipolar disorder.
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