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.

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.