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Polygenic risk score for attention‐deficit/hyperactivity disorder and brain functional networks segregation in a community‐based sample

Neuroimaging studies suggest that brain development mechanisms might explain at least some behavioural and cognitive attention‐deficit/hyperactivity disorder (ADHD) symptoms. However, the putative mechanisms by which genetic susceptibility factors influence clinical features via alterations of brain...

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Autores principales: Sato, João Ricardo, Biazoli, Claudinei Eduardo, Bueno, Ana Paula Arantes, Caye, Arthur, Pan, Pedro Mario, Santoro, Marcos, Honorato‐Mauer, Jessica, Salum, Giovanni Abrahão, Hoexter, Marcelo Queiroz, Bressan, Rodrigo Affonseca, Jackowski, Andrea Parolin, Miguel, Euripedes Constantino, Belangero, Sintia, Rohde, Luis Augusto
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Blackwell Publishing Ltd 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10067387/
https://www.ncbi.nlm.nih.gov/pubmed/36811275
http://dx.doi.org/10.1111/gbb.12838
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author Sato, João Ricardo
Biazoli, Claudinei Eduardo
Bueno, Ana Paula Arantes
Caye, Arthur
Pan, Pedro Mario
Santoro, Marcos
Honorato‐Mauer, Jessica
Salum, Giovanni Abrahão
Hoexter, Marcelo Queiroz
Bressan, Rodrigo Affonseca
Jackowski, Andrea Parolin
Miguel, Euripedes Constantino
Belangero, Sintia
Rohde, Luis Augusto
author_facet Sato, João Ricardo
Biazoli, Claudinei Eduardo
Bueno, Ana Paula Arantes
Caye, Arthur
Pan, Pedro Mario
Santoro, Marcos
Honorato‐Mauer, Jessica
Salum, Giovanni Abrahão
Hoexter, Marcelo Queiroz
Bressan, Rodrigo Affonseca
Jackowski, Andrea Parolin
Miguel, Euripedes Constantino
Belangero, Sintia
Rohde, Luis Augusto
author_sort Sato, João Ricardo
collection PubMed
description Neuroimaging studies suggest that brain development mechanisms might explain at least some behavioural and cognitive attention‐deficit/hyperactivity disorder (ADHD) symptoms. However, the putative mechanisms by which genetic susceptibility factors influence clinical features via alterations of brain development remain largely unknown. Here, we set out to integrate genomics and connectomics tools by investigating the associations between an ADHD polygenic risk score (ADHD‐PRS) and functional segregation of large‐scale brain networks. With this aim, ADHD symptoms score, genetic and rs‐fMRI (resting‐state functional magnetic resonance image) data obtained in a longitudinal community‐based cohort of 227 children and adolescents were analysed. A follow‐up was conducted approximately 3 years after the baseline, with rs‐fMRI scanning and ADHD likelihood assessment in both stages. We hypothesised a negative correlation between probable ADHD and the segregation of networks involved in executive functions, and a positive correlation with the default‐mode network (DMN). Our findings suggest that ADHD‐PRS is correlated with ADHD at baseline, but not at follow‐up. Despite not surviving for multiple comparison correction, we found significant correlations between ADHD‐PRS and segregation of cingulo‐opercular networks and DMN at baseline. ADHD‐PRS was negatively correlated with the segregation level of cingulo‐opercular networks but positively correlated with the DMN segregation. These directions of associations corroborate the proposed counter‐balanced role of attentional networks and DMN in attentional processes. However, the association between ADHD‐PRS and brain networks functional segregation was not found at follow‐up. Our results provide evidence for specific influences of genetic factors on development of attentional networks and DMN. We found significant correlations between polygenic risk score for ADHD (ADHD‐PRS) and segregation of cingulo‐opercular networks and default‐mode network (DMN) at baseline. ADHD‐PRS was negatively correlated with the segregation level of cingulo‐opercular networks but positively correlated with the DMN segregation.
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spelling pubmed-100673872023-04-04 Polygenic risk score for attention‐deficit/hyperactivity disorder and brain functional networks segregation in a community‐based sample Sato, João Ricardo Biazoli, Claudinei Eduardo Bueno, Ana Paula Arantes Caye, Arthur Pan, Pedro Mario Santoro, Marcos Honorato‐Mauer, Jessica Salum, Giovanni Abrahão Hoexter, Marcelo Queiroz Bressan, Rodrigo Affonseca Jackowski, Andrea Parolin Miguel, Euripedes Constantino Belangero, Sintia Rohde, Luis Augusto Genes Brain Behav Original Articles Neuroimaging studies suggest that brain development mechanisms might explain at least some behavioural and cognitive attention‐deficit/hyperactivity disorder (ADHD) symptoms. However, the putative mechanisms by which genetic susceptibility factors influence clinical features via alterations of brain development remain largely unknown. Here, we set out to integrate genomics and connectomics tools by investigating the associations between an ADHD polygenic risk score (ADHD‐PRS) and functional segregation of large‐scale brain networks. With this aim, ADHD symptoms score, genetic and rs‐fMRI (resting‐state functional magnetic resonance image) data obtained in a longitudinal community‐based cohort of 227 children and adolescents were analysed. A follow‐up was conducted approximately 3 years after the baseline, with rs‐fMRI scanning and ADHD likelihood assessment in both stages. We hypothesised a negative correlation between probable ADHD and the segregation of networks involved in executive functions, and a positive correlation with the default‐mode network (DMN). Our findings suggest that ADHD‐PRS is correlated with ADHD at baseline, but not at follow‐up. Despite not surviving for multiple comparison correction, we found significant correlations between ADHD‐PRS and segregation of cingulo‐opercular networks and DMN at baseline. ADHD‐PRS was negatively correlated with the segregation level of cingulo‐opercular networks but positively correlated with the DMN segregation. These directions of associations corroborate the proposed counter‐balanced role of attentional networks and DMN in attentional processes. However, the association between ADHD‐PRS and brain networks functional segregation was not found at follow‐up. Our results provide evidence for specific influences of genetic factors on development of attentional networks and DMN. We found significant correlations between polygenic risk score for ADHD (ADHD‐PRS) and segregation of cingulo‐opercular networks and default‐mode network (DMN) at baseline. ADHD‐PRS was negatively correlated with the segregation level of cingulo‐opercular networks but positively correlated with the DMN segregation. Blackwell Publishing Ltd 2023-02-21 /pmc/articles/PMC10067387/ /pubmed/36811275 http://dx.doi.org/10.1111/gbb.12838 Text en © 2023 The Authors. Genes, Brain and Behavior published by International Behavioural and Neural Genetics Society and John Wiley & Sons Ltd. https://creativecommons.org/licenses/by-nc/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by-nc/4.0/ (https://creativecommons.org/licenses/by-nc/4.0/) License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited and is not used for commercial purposes.
spellingShingle Original Articles
Sato, João Ricardo
Biazoli, Claudinei Eduardo
Bueno, Ana Paula Arantes
Caye, Arthur
Pan, Pedro Mario
Santoro, Marcos
Honorato‐Mauer, Jessica
Salum, Giovanni Abrahão
Hoexter, Marcelo Queiroz
Bressan, Rodrigo Affonseca
Jackowski, Andrea Parolin
Miguel, Euripedes Constantino
Belangero, Sintia
Rohde, Luis Augusto
Polygenic risk score for attention‐deficit/hyperactivity disorder and brain functional networks segregation in a community‐based sample
title Polygenic risk score for attention‐deficit/hyperactivity disorder and brain functional networks segregation in a community‐based sample
title_full Polygenic risk score for attention‐deficit/hyperactivity disorder and brain functional networks segregation in a community‐based sample
title_fullStr Polygenic risk score for attention‐deficit/hyperactivity disorder and brain functional networks segregation in a community‐based sample
title_full_unstemmed Polygenic risk score for attention‐deficit/hyperactivity disorder and brain functional networks segregation in a community‐based sample
title_short Polygenic risk score for attention‐deficit/hyperactivity disorder and brain functional networks segregation in a community‐based sample
title_sort polygenic risk score for attention‐deficit/hyperactivity disorder and brain functional networks segregation in a community‐based sample
topic Original Articles
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10067387/
https://www.ncbi.nlm.nih.gov/pubmed/36811275
http://dx.doi.org/10.1111/gbb.12838
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