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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...

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Autores principales: 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
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
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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.
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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
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