Cognitive variability in bipolar I disorder: A cluster-analytic approach informed by resting-state data

Neuropharmacology. 2019 Sep 15:156:107585. doi: 10.1016/j.neuropharm.2019.03.028. Epub 2019 Mar 23.

Abstract

Background: While the presence of cognitive performance deficits in bipolar disorder I (BD-I) is well established, there is no consensus about which cognitive abilities are affected. Heterogeneous phenotypes displayed in BD-I further suggest the existence of subgroups among the disorder. The present study sought to identify different cognitive profiles among BD-I patients as well as potentially underlying neuronal network changes.

Methods: 54 euthymic BD-I patients underwent cognitive testing and resting state neuroimaging. Hierarchical cluster-analysis was performed on executive function scores of bipolar patients. The derived clusters were compared against 54 age-, gender- and IQ-matched healthy controls (HC) to facilitate the interpretation of results. Further, resting state network properties were compared to identify differences probably underlying cognitive profiles.

Results: A three-cluster solution emerged. Cluster 1 (n = 22) was characterized by deficits in cognitive flexibility and motor inhibition, cluster 2 (n = 12) displayed impulsive decision-making, while cluster 3 (n = 20) showed good visuospatial planning. Weaker connections in cluster 1 compared to cluster 2 were found between regions activated during tasks cluster 1 showed deficits on. Cluster 3 had a higher modularity than cluster 2, which correlated positively with problem solving performance and risk-taking in this cluster.

Conclusion: Obtained clusters showed distinct cognitive profiles, characterized by deficits and strengths, most of which remained precluded in a general comparison. Weaker interregional connections and separated subnetworks might underly behavioral deficits and strengths, respectively. The findings help explain the phenotypic heterogeneity observed in BD-I. This article is part of the Special Issue entitled 'Current status of the neurobiology of aggression and impulsivity'.

Keywords: Bipolar I disorder; Cluster analysis; Cognitive profile; Executive functions; Resting-state.

MeSH terms

  • Adult
  • Bipolar Disorder / physiopathology*
  • Bipolar Disorder / psychology*
  • Brain / physiopathology*
  • Brain Mapping
  • Cluster Analysis
  • Cognition / physiology*
  • Executive Function / physiology
  • Female
  • Humans
  • Impulsive Behavior / physiology
  • Magnetic Resonance Imaging
  • Male
  • Neural Pathways / physiopathology
  • Neuropsychological Tests