Cargando…

Topologically Guided Prioritization of Candidate Gene Transcripts Coexpressed with the 5-HT(1A) Receptor by Combining In Vivo PET and Allen Human Brain Atlas Data

The serotonin-1A receptor (5-HT(1A)R) represents a viable target in the treatment of disorders of the brain. However, development of psychiatric drugs continues to be hindered by the relative inaccessibility of brain tissue. Although the efficacy of drugs selective for the 5-HT(1A)R has not been pro...

Descripción completa

Detalles Bibliográficos
Autores principales: Unterholzner, Jakob, Gryglewski, Gregor, Philippe, Cecile, Seiger, Rene, Pichler, Verena, Godbersen, Godber M, Berroterán-Infante, Neydher, Murgaš, Matej, Hahn, Andreas, Wadsak, Wolfgang, Mitterhauser, Markus, Kasper, Siegfried, Lanzenberger, Rupert
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7232988/
https://www.ncbi.nlm.nih.gov/pubmed/31989157
http://dx.doi.org/10.1093/cercor/bhz341
_version_ 1783535483178975232
author Unterholzner, Jakob
Gryglewski, Gregor
Philippe, Cecile
Seiger, Rene
Pichler, Verena
Godbersen, Godber M
Berroterán-Infante, Neydher
Murgaš, Matej
Hahn, Andreas
Wadsak, Wolfgang
Mitterhauser, Markus
Kasper, Siegfried
Lanzenberger, Rupert
author_facet Unterholzner, Jakob
Gryglewski, Gregor
Philippe, Cecile
Seiger, Rene
Pichler, Verena
Godbersen, Godber M
Berroterán-Infante, Neydher
Murgaš, Matej
Hahn, Andreas
Wadsak, Wolfgang
Mitterhauser, Markus
Kasper, Siegfried
Lanzenberger, Rupert
author_sort Unterholzner, Jakob
collection PubMed
description The serotonin-1A receptor (5-HT(1A)R) represents a viable target in the treatment of disorders of the brain. However, development of psychiatric drugs continues to be hindered by the relative inaccessibility of brain tissue. Although the efficacy of drugs selective for the 5-HT(1A)R has not been proven, research continues to focus on drugs that influence this receptor subtype. To further knowledge on this topic, we investigated the topological coexpression patterns of the 5-HT(1A)R. We calculated Spearman’s rho for the correlation of positron emission tomography-binding potentials (BP(ND)) of the 5-HT(1A)R assessed in 30 healthy subjects using the tracer [carbonyl-(11)C]WAY-100635 and predicted whole-brain mRNA expression of 18 686 genes. After applying a threshold of r > 0.3 in a leave-one-out cross-validation of the prediction of mRNA expression, genes with ρ ≥ 0.7 were considered to be relevant. In cortical regions, 199 genes showed high correlation with the BP(ND) of the 5-HT(1A)R, in subcortical regions 194 genes. Using our approach, we could consolidate the role of BDNF and implicate new genes (AnxA8, NeuroD2) in serotonergic functioning. Despite its explorative nature, the analysis can be seen as a gene prioritization approach to reduce the number of genes potentially connected to 5-HT(1A)R functioning and guide future in vitro studies.
format Online
Article
Text
id pubmed-7232988
institution National Center for Biotechnology Information
language English
publishDate 2020
publisher Oxford University Press
record_format MEDLINE/PubMed
spelling pubmed-72329882020-05-21 Topologically Guided Prioritization of Candidate Gene Transcripts Coexpressed with the 5-HT(1A) Receptor by Combining In Vivo PET and Allen Human Brain Atlas Data Unterholzner, Jakob Gryglewski, Gregor Philippe, Cecile Seiger, Rene Pichler, Verena Godbersen, Godber M Berroterán-Infante, Neydher Murgaš, Matej Hahn, Andreas Wadsak, Wolfgang Mitterhauser, Markus Kasper, Siegfried Lanzenberger, Rupert Cereb Cortex Original Article The serotonin-1A receptor (5-HT(1A)R) represents a viable target in the treatment of disorders of the brain. However, development of psychiatric drugs continues to be hindered by the relative inaccessibility of brain tissue. Although the efficacy of drugs selective for the 5-HT(1A)R has not been proven, research continues to focus on drugs that influence this receptor subtype. To further knowledge on this topic, we investigated the topological coexpression patterns of the 5-HT(1A)R. We calculated Spearman’s rho for the correlation of positron emission tomography-binding potentials (BP(ND)) of the 5-HT(1A)R assessed in 30 healthy subjects using the tracer [carbonyl-(11)C]WAY-100635 and predicted whole-brain mRNA expression of 18 686 genes. After applying a threshold of r > 0.3 in a leave-one-out cross-validation of the prediction of mRNA expression, genes with ρ ≥ 0.7 were considered to be relevant. In cortical regions, 199 genes showed high correlation with the BP(ND) of the 5-HT(1A)R, in subcortical regions 194 genes. Using our approach, we could consolidate the role of BDNF and implicate new genes (AnxA8, NeuroD2) in serotonergic functioning. Despite its explorative nature, the analysis can be seen as a gene prioritization approach to reduce the number of genes potentially connected to 5-HT(1A)R functioning and guide future in vitro studies. Oxford University Press 2020-05 2020-01-16 /pmc/articles/PMC7232988/ /pubmed/31989157 http://dx.doi.org/10.1093/cercor/bhz341 Text en © The Author(s) 2020. Published by Oxford University Press. All rights reserved. For permissions, please e-mail: journals.permissions@oup.com 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 Article
Unterholzner, Jakob
Gryglewski, Gregor
Philippe, Cecile
Seiger, Rene
Pichler, Verena
Godbersen, Godber M
Berroterán-Infante, Neydher
Murgaš, Matej
Hahn, Andreas
Wadsak, Wolfgang
Mitterhauser, Markus
Kasper, Siegfried
Lanzenberger, Rupert
Topologically Guided Prioritization of Candidate Gene Transcripts Coexpressed with the 5-HT(1A) Receptor by Combining In Vivo PET and Allen Human Brain Atlas Data
title Topologically Guided Prioritization of Candidate Gene Transcripts Coexpressed with the 5-HT(1A) Receptor by Combining In Vivo PET and Allen Human Brain Atlas Data
title_full Topologically Guided Prioritization of Candidate Gene Transcripts Coexpressed with the 5-HT(1A) Receptor by Combining In Vivo PET and Allen Human Brain Atlas Data
title_fullStr Topologically Guided Prioritization of Candidate Gene Transcripts Coexpressed with the 5-HT(1A) Receptor by Combining In Vivo PET and Allen Human Brain Atlas Data
title_full_unstemmed Topologically Guided Prioritization of Candidate Gene Transcripts Coexpressed with the 5-HT(1A) Receptor by Combining In Vivo PET and Allen Human Brain Atlas Data
title_short Topologically Guided Prioritization of Candidate Gene Transcripts Coexpressed with the 5-HT(1A) Receptor by Combining In Vivo PET and Allen Human Brain Atlas Data
title_sort topologically guided prioritization of candidate gene transcripts coexpressed with the 5-ht(1a) receptor by combining in vivo pet and allen human brain atlas data
topic Original Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7232988/
https://www.ncbi.nlm.nih.gov/pubmed/31989157
http://dx.doi.org/10.1093/cercor/bhz341
work_keys_str_mv AT unterholznerjakob topologicallyguidedprioritizationofcandidategenetranscriptscoexpressedwiththe5ht1areceptorbycombininginvivopetandallenhumanbrainatlasdata
AT gryglewskigregor topologicallyguidedprioritizationofcandidategenetranscriptscoexpressedwiththe5ht1areceptorbycombininginvivopetandallenhumanbrainatlasdata
AT philippececile topologicallyguidedprioritizationofcandidategenetranscriptscoexpressedwiththe5ht1areceptorbycombininginvivopetandallenhumanbrainatlasdata
AT seigerrene topologicallyguidedprioritizationofcandidategenetranscriptscoexpressedwiththe5ht1areceptorbycombininginvivopetandallenhumanbrainatlasdata
AT pichlerverena topologicallyguidedprioritizationofcandidategenetranscriptscoexpressedwiththe5ht1areceptorbycombininginvivopetandallenhumanbrainatlasdata
AT godbersengodberm topologicallyguidedprioritizationofcandidategenetranscriptscoexpressedwiththe5ht1areceptorbycombininginvivopetandallenhumanbrainatlasdata
AT berroteraninfanteneydher topologicallyguidedprioritizationofcandidategenetranscriptscoexpressedwiththe5ht1areceptorbycombininginvivopetandallenhumanbrainatlasdata
AT murgasmatej topologicallyguidedprioritizationofcandidategenetranscriptscoexpressedwiththe5ht1areceptorbycombininginvivopetandallenhumanbrainatlasdata
AT hahnandreas topologicallyguidedprioritizationofcandidategenetranscriptscoexpressedwiththe5ht1areceptorbycombininginvivopetandallenhumanbrainatlasdata
AT wadsakwolfgang topologicallyguidedprioritizationofcandidategenetranscriptscoexpressedwiththe5ht1areceptorbycombininginvivopetandallenhumanbrainatlasdata
AT mitterhausermarkus topologicallyguidedprioritizationofcandidategenetranscriptscoexpressedwiththe5ht1areceptorbycombininginvivopetandallenhumanbrainatlasdata
AT kaspersiegfried topologicallyguidedprioritizationofcandidategenetranscriptscoexpressedwiththe5ht1areceptorbycombininginvivopetandallenhumanbrainatlasdata
AT lanzenbergerrupert topologicallyguidedprioritizationofcandidategenetranscriptscoexpressedwiththe5ht1areceptorbycombininginvivopetandallenhumanbrainatlasdata