Schizophrenia exhibits bi-directional brain-wide alterations in cortico-striato-cerebellar circuits

Jie Lisa Ji, Caroline Diehl, Charles Schleifer, Carol A. Tamminga, Matcheri S. Keshavan, John A. Sweeney, Brett A. Clementz, S. Kristian Hill, Godfrey Pearlson, Genevieve Yang, Gina Creatura, John H. Krystal, Grega Repovs, John Murray, Anderson Winkler, Alan Anticevic

Research output: Contribution to journalArticlepeer-review

Abstract

Distributed neural dysconnectivity is considered a hallmark feature of schizophrenia, yet a tension exists between studies pinpointing focal disruptions versus those implicating brain-wide disturbances. The cerebellum and the striatum communicate reciprocally with the thalamus and cortex through monosynaptic and polysynaptic connections, forming cortico-striatal-thalamic-cerebellar (CSTC) functional pathways that may be sensitive to brain-wide dysconnectivity in schizophrenia. It remains unknown if the same pattern of alterations persists across CSTC systems, or if specific alterations exist along key functional elements of these networks. We characterized connectivity along major functional CSTC subdivisions using resting-state functional magnetic resonance imaging in 159 chronic patients and 162 matched controls. Associative CSTC subdivisions revealed consistent brain-wide bi-directional alterations in patients, marked by hyper-connectivity with sensory-motor cortices and hypo-connectivity with association cortex. Focusing on the cerebellar and striatal components, we validate the effects using data-driven k-means clustering of voxel-wise dysconnectivity and support vector machine classifiers. We replicate these results in an independent sample of 202 controls and 145 patients, additionally demonstrating that these neural effects relate to cognitive performance across subjects. Taken together, these results from complementary approaches implicate a consistent motif of brain-wide alterations in CSTC systems in schizophrenia, calling into question accounts of exclusively focal functional disturbances.

Original languageEnglish (US)
JournalUnknown Journal
DOIs
StatePublished - Jul 24 2017

Keywords

  • Connectivity
  • CSTC circuits
  • FMRI
  • Machine learning
  • Resting-state

ASJC Scopus subject areas

  • Biochemistry, Genetics and Molecular Biology(all)
  • Agricultural and Biological Sciences(all)
  • Immunology and Microbiology(all)
  • Neuroscience(all)
  • Pharmacology, Toxicology and Pharmaceutics(all)

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