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Differential contributions of the middle frontal gyrus functional connectivity to literacy and numeracy
Literacy and numeracy equally affect an individual’s success in and beyond schools, but these two competencies tend to be separately examined, particularly in neuroimaging studies. The current resting-state fMRI study examined the neural correlates of literacy and numeracy in the same sample of heal...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5727510/ https://www.ncbi.nlm.nih.gov/pubmed/29235506 http://dx.doi.org/10.1038/s41598-017-17702-6 |
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author | Koyama, Maki S. O’Connor, David Shehzad, Zarrar Milham, Michael P. |
author_facet | Koyama, Maki S. O’Connor, David Shehzad, Zarrar Milham, Michael P. |
author_sort | Koyama, Maki S. |
collection | PubMed |
description | Literacy and numeracy equally affect an individual’s success in and beyond schools, but these two competencies tend to be separately examined, particularly in neuroimaging studies. The current resting-state fMRI study examined the neural correlates of literacy and numeracy in the same sample of healthy adults. We first used an exploratory “Multivariate Distance Matrix Regression” (MDMR) approach to examine intrinsic functional connectivity (iFC), highlighting the middle frontal gyrus (MFG) for both competencies. Notably, there was a hemispheric asymmetry in the MDMR-based MFG findings, with literacy associated with the left MFG, whereas numeracy associated with the right MFG (R.MFG). Results of post-hoc seed-based correlation analyses further strengthened differential contributions of MFG connections to each competency. One of the most striking and novel findings from the present work was that numeracy was negatively related to R.MFG connections with the default network, which has been largely overlooked in the literature. Our results are largely consistent with prior neuroimaging work showing distinct neural mechanisms underlying literacy and numeracy, and also indicate potentially common iFC profiles to both competencies (e.g., R.MFG with cerebellum). Taken together, our iFC findings have a potential to provide novel insights into neural bases of literacy, numeracy, and impairments in these competencies. |
format | Online Article Text |
id | pubmed-5727510 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-57275102017-12-18 Differential contributions of the middle frontal gyrus functional connectivity to literacy and numeracy Koyama, Maki S. O’Connor, David Shehzad, Zarrar Milham, Michael P. Sci Rep Article Literacy and numeracy equally affect an individual’s success in and beyond schools, but these two competencies tend to be separately examined, particularly in neuroimaging studies. The current resting-state fMRI study examined the neural correlates of literacy and numeracy in the same sample of healthy adults. We first used an exploratory “Multivariate Distance Matrix Regression” (MDMR) approach to examine intrinsic functional connectivity (iFC), highlighting the middle frontal gyrus (MFG) for both competencies. Notably, there was a hemispheric asymmetry in the MDMR-based MFG findings, with literacy associated with the left MFG, whereas numeracy associated with the right MFG (R.MFG). Results of post-hoc seed-based correlation analyses further strengthened differential contributions of MFG connections to each competency. One of the most striking and novel findings from the present work was that numeracy was negatively related to R.MFG connections with the default network, which has been largely overlooked in the literature. Our results are largely consistent with prior neuroimaging work showing distinct neural mechanisms underlying literacy and numeracy, and also indicate potentially common iFC profiles to both competencies (e.g., R.MFG with cerebellum). Taken together, our iFC findings have a potential to provide novel insights into neural bases of literacy, numeracy, and impairments in these competencies. Nature Publishing Group UK 2017-12-13 /pmc/articles/PMC5727510/ /pubmed/29235506 http://dx.doi.org/10.1038/s41598-017-17702-6 Text en © The Author(s) 2017 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/. |
spellingShingle | Article Koyama, Maki S. O’Connor, David Shehzad, Zarrar Milham, Michael P. Differential contributions of the middle frontal gyrus functional connectivity to literacy and numeracy |
title | Differential contributions of the middle frontal gyrus functional connectivity to literacy and numeracy |
title_full | Differential contributions of the middle frontal gyrus functional connectivity to literacy and numeracy |
title_fullStr | Differential contributions of the middle frontal gyrus functional connectivity to literacy and numeracy |
title_full_unstemmed | Differential contributions of the middle frontal gyrus functional connectivity to literacy and numeracy |
title_short | Differential contributions of the middle frontal gyrus functional connectivity to literacy and numeracy |
title_sort | differential contributions of the middle frontal gyrus functional connectivity to literacy and numeracy |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5727510/ https://www.ncbi.nlm.nih.gov/pubmed/29235506 http://dx.doi.org/10.1038/s41598-017-17702-6 |
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