Aberrant connectivity in the hippocampus, bilateral insula and temporal poles precedes treatment resistance in first-episode psychosis: a prospective resting-state functional magnetic resonance imaging study with connectivity concordance mapping.
Stavros SkourasMaria-Lisa KleinertEdwin Ho Ming LeeChristy L M HuiSuen Yi NamJazmin CamchongCatherine S Y ChongWing Chung ChangSherry K W ChanWilliam T L LoKelvin O LimEric Y H ChenPublished in: Brain communications (2024)
Functional connectivity resting-state functional magnetic resonance imaging has been proposed to predict antipsychotic treatment response in schizophrenia. However, only a few prospective studies have examined baseline resting-state functional magnetic resonance imaging data in drug-naïve first-episode schizophrenia patients with regard to subsequent treatment response. Data-driven approaches to conceptualize and measure functional connectivity patterns vary broadly, and model-free, voxel-wise, whole-brain analysis techniques are scarce. Here, we apply such a method, called connectivity concordance mapping to resting-state functional magnetic resonance imaging data acquired from an Asian sample ( n = 60) with first-episode psychosis, prior to pharmaceutical treatment. Using a longitudinal design, 12 months after the resting-state functional magnetic resonance imaging, we measured and classified patients into two groups based on psychometric testing: treatment responsive and treatment resistant. Next, we compared the two groups' connectivity concordance maps that were derived from the resting-state functional magnetic resonance imaging data at baseline. We have identified consistently higher functional connectivity in the treatment-resistant group in a network including the left hippocampus, bilateral insula and temporal poles. These data-driven novel findings can help researchers to consider new regions of interest and facilitate biomarker development in order to identify treatment-resistant schizophrenia patients early, in advance of treatment and at the time of their first psychotic episode.
Keyphrases
- resting state
- functional connectivity
- magnetic resonance imaging
- bipolar disorder
- computed tomography
- contrast enhanced
- newly diagnosed
- big data
- magnetic resonance
- emergency department
- cognitive impairment
- machine learning
- brain injury
- high density
- data analysis
- multiple sclerosis
- drug delivery
- subarachnoid hemorrhage
- replacement therapy
- cancer therapy
- prefrontal cortex