Cargando…
Parcellation of the Human Cerebral Cortex Based on Molecular Targets in the Serotonin System Quantified by Positron Emission Tomography In vivo
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...
Autores principales: | , , , , , , , , , , , , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Oxford University Press
2019
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6294402/ https://www.ncbi.nlm.nih.gov/pubmed/30357321 http://dx.doi.org/10.1093/cercor/bhy249 |
_version_ | 1783380731149418496 |
---|---|
author | James, Gregory M Gryglewski, Gregor Vanicek, Thomas Berroterán-Infante, Neydher Philippe, Cécile Kautzky, Alexander Nics, Lukas Vraka, Chrysoula Godbersen, Godber M Unterholzner, Jakob Sigurdardottir, Helen L Spies, Marie Seiger, René Kranz, Georg S Hahn, Andreas Mitterhauser, Markus Wadsak, Wolfgang Bauer, Andreas Hacker, Marcus Kasper, Siegfried Lanzenberger, Rupert |
author_facet | James, Gregory M Gryglewski, Gregor Vanicek, Thomas Berroterán-Infante, Neydher Philippe, Cécile Kautzky, Alexander Nics, Lukas Vraka, Chrysoula Godbersen, Godber M Unterholzner, Jakob Sigurdardottir, Helen L Spies, Marie Seiger, René Kranz, Georg S Hahn, Andreas Mitterhauser, Markus Wadsak, Wolfgang Bauer, Andreas Hacker, Marcus Kasper, Siegfried Lanzenberger, Rupert |
author_sort | James, Gregory M |
collection | PubMed |
description | 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-HT(1A), n = 30) and 5-HT(2A) 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. |
format | Online Article Text |
id | pubmed-6294402 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-62944022018-12-19 Parcellation of the Human Cerebral Cortex Based on Molecular Targets in the Serotonin System Quantified by Positron Emission Tomography In vivo James, Gregory M Gryglewski, Gregor Vanicek, Thomas Berroterán-Infante, Neydher Philippe, Cécile Kautzky, Alexander Nics, Lukas Vraka, Chrysoula Godbersen, Godber M Unterholzner, Jakob Sigurdardottir, Helen L Spies, Marie Seiger, René Kranz, Georg S Hahn, Andreas Mitterhauser, Markus Wadsak, Wolfgang Bauer, Andreas Hacker, Marcus Kasper, Siegfried Lanzenberger, Rupert Cereb Cortex Original Articles 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-HT(1A), n = 30) and 5-HT(2A) 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. Oxford University Press 2019-01 2018-10-24 /pmc/articles/PMC6294402/ /pubmed/30357321 http://dx.doi.org/10.1093/cercor/bhy249 Text en © The Author(s) 2018. Published by Oxford University Press. http://creativecommons.org/licenses/by/4.0/ This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted reuse, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Original Articles James, Gregory M Gryglewski, Gregor Vanicek, Thomas Berroterán-Infante, Neydher Philippe, Cécile Kautzky, Alexander Nics, Lukas Vraka, Chrysoula Godbersen, Godber M Unterholzner, Jakob Sigurdardottir, Helen L Spies, Marie Seiger, René Kranz, Georg S Hahn, Andreas Mitterhauser, Markus Wadsak, Wolfgang Bauer, Andreas Hacker, Marcus Kasper, Siegfried Lanzenberger, Rupert Parcellation of the Human Cerebral Cortex Based on Molecular Targets in the Serotonin System Quantified by Positron Emission Tomography In vivo |
title | Parcellation of the Human Cerebral Cortex Based on Molecular Targets in the Serotonin System Quantified by Positron Emission Tomography In vivo |
title_full | Parcellation of the Human Cerebral Cortex Based on Molecular Targets in the Serotonin System Quantified by Positron Emission Tomography In vivo |
title_fullStr | Parcellation of the Human Cerebral Cortex Based on Molecular Targets in the Serotonin System Quantified by Positron Emission Tomography In vivo |
title_full_unstemmed | Parcellation of the Human Cerebral Cortex Based on Molecular Targets in the Serotonin System Quantified by Positron Emission Tomography In vivo |
title_short | Parcellation of the Human Cerebral Cortex Based on Molecular Targets in the Serotonin System Quantified by Positron Emission Tomography In vivo |
title_sort | parcellation of the human cerebral cortex based on molecular targets in the serotonin system quantified by positron emission tomography in vivo |
topic | Original Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6294402/ https://www.ncbi.nlm.nih.gov/pubmed/30357321 http://dx.doi.org/10.1093/cercor/bhy249 |
work_keys_str_mv | AT jamesgregorym parcellationofthehumancerebralcortexbasedonmoleculartargetsintheserotoninsystemquantifiedbypositronemissiontomographyinvivo AT gryglewskigregor parcellationofthehumancerebralcortexbasedonmoleculartargetsintheserotoninsystemquantifiedbypositronemissiontomographyinvivo AT vanicekthomas parcellationofthehumancerebralcortexbasedonmoleculartargetsintheserotoninsystemquantifiedbypositronemissiontomographyinvivo AT berroteraninfanteneydher parcellationofthehumancerebralcortexbasedonmoleculartargetsintheserotoninsystemquantifiedbypositronemissiontomographyinvivo AT philippececile parcellationofthehumancerebralcortexbasedonmoleculartargetsintheserotoninsystemquantifiedbypositronemissiontomographyinvivo AT kautzkyalexander parcellationofthehumancerebralcortexbasedonmoleculartargetsintheserotoninsystemquantifiedbypositronemissiontomographyinvivo AT nicslukas parcellationofthehumancerebralcortexbasedonmoleculartargetsintheserotoninsystemquantifiedbypositronemissiontomographyinvivo AT vrakachrysoula parcellationofthehumancerebralcortexbasedonmoleculartargetsintheserotoninsystemquantifiedbypositronemissiontomographyinvivo AT godbersengodberm parcellationofthehumancerebralcortexbasedonmoleculartargetsintheserotoninsystemquantifiedbypositronemissiontomographyinvivo AT unterholznerjakob parcellationofthehumancerebralcortexbasedonmoleculartargetsintheserotoninsystemquantifiedbypositronemissiontomographyinvivo AT sigurdardottirhelenl parcellationofthehumancerebralcortexbasedonmoleculartargetsintheserotoninsystemquantifiedbypositronemissiontomographyinvivo AT spiesmarie parcellationofthehumancerebralcortexbasedonmoleculartargetsintheserotoninsystemquantifiedbypositronemissiontomographyinvivo AT seigerrene parcellationofthehumancerebralcortexbasedonmoleculartargetsintheserotoninsystemquantifiedbypositronemissiontomographyinvivo AT kranzgeorgs parcellationofthehumancerebralcortexbasedonmoleculartargetsintheserotoninsystemquantifiedbypositronemissiontomographyinvivo AT hahnandreas parcellationofthehumancerebralcortexbasedonmoleculartargetsintheserotoninsystemquantifiedbypositronemissiontomographyinvivo AT mitterhausermarkus parcellationofthehumancerebralcortexbasedonmoleculartargetsintheserotoninsystemquantifiedbypositronemissiontomographyinvivo AT wadsakwolfgang parcellationofthehumancerebralcortexbasedonmoleculartargetsintheserotoninsystemquantifiedbypositronemissiontomographyinvivo AT bauerandreas parcellationofthehumancerebralcortexbasedonmoleculartargetsintheserotoninsystemquantifiedbypositronemissiontomographyinvivo AT hackermarcus parcellationofthehumancerebralcortexbasedonmoleculartargetsintheserotoninsystemquantifiedbypositronemissiontomographyinvivo AT kaspersiegfried parcellationofthehumancerebralcortexbasedonmoleculartargetsintheserotoninsystemquantifiedbypositronemissiontomographyinvivo AT lanzenbergerrupert parcellationofthehumancerebralcortexbasedonmoleculartargetsintheserotoninsystemquantifiedbypositronemissiontomographyinvivo |