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The Effects of Psychosis Risk Variants on Brain Connectivity: A Review

In light of observed changes in connectivity in schizophrenia and the highly heritable nature of the disease, neural connectivity may serve as an important intermediate phenotype for schizophrenia. However, how individual variants confer altered connectivity and which measure of brain connectivity i...

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Autores principales: Mothersill, Omar, Kelly, Sinead, Rose, Emma Jane, Donohoe, Gary
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Research Foundation 2012
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3299399/
https://www.ncbi.nlm.nih.gov/pubmed/22416237
http://dx.doi.org/10.3389/fpsyt.2012.00018
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author Mothersill, Omar
Kelly, Sinead
Rose, Emma Jane
Donohoe, Gary
author_facet Mothersill, Omar
Kelly, Sinead
Rose, Emma Jane
Donohoe, Gary
author_sort Mothersill, Omar
collection PubMed
description In light of observed changes in connectivity in schizophrenia and the highly heritable nature of the disease, neural connectivity may serve as an important intermediate phenotype for schizophrenia. However, how individual variants confer altered connectivity and which measure of brain connectivity is more proximal to the underlying genetic architecture (i.e., functional or structural) has not been well delineated. In this review we consider these issues and the relative sensitivity of imaging methodologies to schizophrenia-related changes in connectivity. We searched PubMed for studies considering schizophrenia risk genes AND functional or structural connectivity. Where data was available, summary statistics were used to determine an estimate of effect size (i.e., Cohen’s d). A random-effects meta-analysis was used to consider (1) the largest effect and (2) all significant effects between functional and structural studies. Schizophrenia risk variants involved in neurotransmission, neurodevelopment and myelin function were found to be associated with altered neural connectivity. On average, schizophrenia risk genes had a large effect on functional (mean d = 0.76) and structural connectivity (mean d = 1.04). The examination of the largest effect size indicated that the outcomes of functional and structural studies were comparable (Q = 2.17, p > 0.05). Conversely, consideration of effect size estimates for all significant effects suggest that reported effect sizes in structural connectivity studies were more variable than in functional connectivity studies, and that there was a significant lack of homogeneity across the modalities (Q = 6.928, p = 0.008). Given the more variable profile of effect sizes associated with structural connectivity, these data may suggest that structural imaging methods are more sensitive to a wider range of effects, as opposed to functional studies which may only be able to determine large effects. These conclusions are limited by methodological considerations, and require further investigation involving larger samples, multiple genes, and novel analysis techniques for confirmation.
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spelling pubmed-32993992012-03-13 The Effects of Psychosis Risk Variants on Brain Connectivity: A Review Mothersill, Omar Kelly, Sinead Rose, Emma Jane Donohoe, Gary Front Psychiatry Psychiatry In light of observed changes in connectivity in schizophrenia and the highly heritable nature of the disease, neural connectivity may serve as an important intermediate phenotype for schizophrenia. However, how individual variants confer altered connectivity and which measure of brain connectivity is more proximal to the underlying genetic architecture (i.e., functional or structural) has not been well delineated. In this review we consider these issues and the relative sensitivity of imaging methodologies to schizophrenia-related changes in connectivity. We searched PubMed for studies considering schizophrenia risk genes AND functional or structural connectivity. Where data was available, summary statistics were used to determine an estimate of effect size (i.e., Cohen’s d). A random-effects meta-analysis was used to consider (1) the largest effect and (2) all significant effects between functional and structural studies. Schizophrenia risk variants involved in neurotransmission, neurodevelopment and myelin function were found to be associated with altered neural connectivity. On average, schizophrenia risk genes had a large effect on functional (mean d = 0.76) and structural connectivity (mean d = 1.04). The examination of the largest effect size indicated that the outcomes of functional and structural studies were comparable (Q = 2.17, p > 0.05). Conversely, consideration of effect size estimates for all significant effects suggest that reported effect sizes in structural connectivity studies were more variable than in functional connectivity studies, and that there was a significant lack of homogeneity across the modalities (Q = 6.928, p = 0.008). Given the more variable profile of effect sizes associated with structural connectivity, these data may suggest that structural imaging methods are more sensitive to a wider range of effects, as opposed to functional studies which may only be able to determine large effects. These conclusions are limited by methodological considerations, and require further investigation involving larger samples, multiple genes, and novel analysis techniques for confirmation. Frontiers Research Foundation 2012-03-09 /pmc/articles/PMC3299399/ /pubmed/22416237 http://dx.doi.org/10.3389/fpsyt.2012.00018 Text en Copyright © 2012 Mothersill, Kelly, Rose and Donohoe. http://www.frontiersin.org/licenseagreement This is an open-access article distributed under the terms of the Creative Commons Attribution Non Commercial License, which permits non-commercial use, distribution, and reproduction in other forums, provided the original authors and source are credited.
spellingShingle Psychiatry
Mothersill, Omar
Kelly, Sinead
Rose, Emma Jane
Donohoe, Gary
The Effects of Psychosis Risk Variants on Brain Connectivity: A Review
title The Effects of Psychosis Risk Variants on Brain Connectivity: A Review
title_full The Effects of Psychosis Risk Variants on Brain Connectivity: A Review
title_fullStr The Effects of Psychosis Risk Variants on Brain Connectivity: A Review
title_full_unstemmed The Effects of Psychosis Risk Variants on Brain Connectivity: A Review
title_short The Effects of Psychosis Risk Variants on Brain Connectivity: A Review
title_sort effects of psychosis risk variants on brain connectivity: a review
topic Psychiatry
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3299399/
https://www.ncbi.nlm.nih.gov/pubmed/22416237
http://dx.doi.org/10.3389/fpsyt.2012.00018
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