4.7 Article

Altered Complexity of Spontaneous Brain Activity in Schizophrenia and Bipolar Disorder Patients

Journal

JOURNAL OF MAGNETIC RESONANCE IMAGING
Volume 54, Issue 2, Pages 586-595

Publisher

WILEY
DOI: 10.1002/jmri.27541

Keywords

schizophrenia; bipolar disorder; multiscale entropy; functional magnetic resonance imaging; blood oxygen level‐ dependent signals; dynamic complexity

Funding

  1. National Key R&D Program of China [2018AAA0102601]
  2. National Natural Science Foundation of China [61873178, 61906130]

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The study found different patterns of brain signal intensity complexity in patients with schizophrenia (SC) and bipolar disorder (BP), with significant differences in complexity in different brain regions. Additionally, the complexity of certain regions was significantly correlated with regional homogeneity (ReHo) and amplitude of low-frequency fluctuation (ALFF), while complexity in other regions was negatively correlated with cognitive assessment scores.
Background Schizophrenia (SC) and bipolar disorder (BP) share elements of symptoms and the underlying neural mechanisms for both remain unclear. Recently, the complexity of spontaneous functional MRI (fMRI) signals in brain activity has been investigated in SC and BP using multiscale sample entropy (MSE) with inconsistent results. Purpose To perform MSE analysis across five time scales to assess differences in resting-state fMRI signal complexity in SC, BP, and normal controls (NC). Study Type Retrospective. Population Fifty SC, 49 BP, and 49 NC. Field Strength/Sequence A 3 T, T2* weighted echo planar imaging (EPI) sequence. Assessment The mean MSEs of all gray matter (GM) and of 12 regions of interest (ROIs) were extracted using masks across the five scales. The regional homogeneity (ReHo) and amplitude of low-frequency fluctuation (ALFF) in these ROIs were also determined and the relationship between the three measures was investigated. The correlations between cognitive assessment scores and MSE values were also explored. Statistical Tests Bonferroni correction, One-way ANOVA, Spearman rank correlation coefficient (r), Gaussian random field (GRF) correction. Results There were decreased GM MSE values in the patient groups (F = 9.629, P < 0.05). SC and BP patients demonstrated lower complexity than NCs in the calcarine fissure, precuneus, inferior occipital gyrus, lingual gyrus and cerebellum, and higher complexity in the median cingulate, thalamus, hippocampus, middle temporal gyrus and middle frontal gyrus. There were significant differences between SC and BP patients in the precuneus (F = 4.890, P < 0.05) and inferior occipital gyrus (F = 5.820, P < 0.05). Calcarine fissure, cingulate, temporal gyrus, occipital gyrus, hippocampus, precuneus, frontal gyrus, and lingual gyrus MSE values were significantly correlated with both ReHo (r > 0.282, P < 0.05) and ALFF (r > 0.278, P < 0.05). Furthermore, median temporal MSE (r = -0.321, P < 0.05) on scale 3 and (r = -0.307, P < 0.05) on scale 4 and median cingulate MSE (r = -0.337, P < 0.05) on scale 5 was significantly negatively correlated with cognitive assessment scores. Data Conclusion These data highlight different patterns of brain signal intensity complexity in SC and BP. Level of Evidence 1 Technical Efficacy Stage 1

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