Parcellation of the Human Cerebral Cortex Based on Molecular Targets in the Serotonin System Quantified by Positron Emission Tomography In vivo

Gregory M. James, Gregor Gryglewski, Thomas Vanicek, Neydher Berroterán-Infante, Cécile Philippe, Alexander Kautzky, Lukas Nics, Chrysoula Vraka, Godber M. Godbersen, Jakob Unterholzner, Helen L. Sigurdardottir, Marie Spies, René Seiger, Georg S. Kranz, Andreas Hahn, Markus Mitterhauser, Wolfgang Wadsak, Andreas Bauer, Marcus Hacker, Siegfried KasperRupert Lanzenberger

Research output: Journal article publicationJournal articleAcademic researchpeer-review

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Abstract

Parcellation of distinct areas in the cerebral cortex has a long history in neuroscience and is of great value for the study of brain function, specialization, and alterations in neuropsychiatric disorders. Analysis of cytoarchitectonical features has revealed their close association with molecular profiles based on protein density. This provides a rationale for the use of in vivo molecular imaging data for parcellation of the cortex with the advantage of whole-brain coverage. In the current work, parcellation was based on expression of key players of the serotonin neurotransmitter system. Positron emission tomography was carried out for the quantification of serotonin 1A (5-HT1A, n = 30) and 5-HT2A receptors (n = 22), the serotonin-degrading enzyme monoamine oxidase A (MAO-A, n = 32) and the serotonin transporter (5-HTT, n = 24) in healthy participants. Cortical protein distribution maps were obtained using surface-based quantification. Based on k-means clustering, silhouette criterion and bootstrapping, five distinct clusters were identified as the optimal solution. The defined clusters proved of high explanatory value for the effects of psychotropic drugs acting on the serotonin system, such as antidepressants and psychedelics. Therefore, the proposed method constitutes a sensible approach towards integration of multimodal imaging data for research and development in neuropharmacology and psychiatry.

Original languageEnglish
Article numberbhy249
Pages (from-to)1-11
Number of pages11
JournalCerebral cortex (New York, N.Y. : 1991)
Volume29
Issue number1
DOIs
Publication statusPublished - 1 Jan 2019

Keywords

  • PET
  • cortex
  • cortical reconstruction
  • molecular imaging
  • parcellation
  • serotonin

ASJC Scopus subject areas

  • Cognitive Neuroscience
  • Cellular and Molecular Neuroscience

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