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Connectivity of the Human Number Form Area Reveals Development of a Cortical Network for Mathematics
The adult brain contains cortical areas thought to be specialized for the analysis of numbers (the putative number form area, NFA) and letters (the visual word form area, VWFA). Although functional development of the VWFA has been investigated, it is largely unknown when and how the NFA becomes spec...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Frontiers Media S.A.
2018
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6275176/ https://www.ncbi.nlm.nih.gov/pubmed/30534064 http://dx.doi.org/10.3389/fnhum.2018.00465 |
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author | Nemmi, Federico Schel, Margot A. Klingberg, Torkel |
author_facet | Nemmi, Federico Schel, Margot A. Klingberg, Torkel |
author_sort | Nemmi, Federico |
collection | PubMed |
description | The adult brain contains cortical areas thought to be specialized for the analysis of numbers (the putative number form area, NFA) and letters (the visual word form area, VWFA). Although functional development of the VWFA has been investigated, it is largely unknown when and how the NFA becomes specialized and connected to the rest of the brain. One hypothesis is that NFA and VWFA derive their special functions through differential connectivity, but the development of this differential connectivity has not been shown. Here, we mapped the resting state connectivity of NFA and VWFA to the rest of the brain in a large sample (n = 437) of individuals (age 3.2–21 years). We show that within NFA-math network and within VWFA-reading network the strength of connectivity increases with age. The right NFA is significantly connected to the right intraparietal cortex already at the earliest age tested (age 3), before formal mathematical education has begun. This connection might support or enable an early understanding of magnitude or numerosity In contrast, the functional connectivity from NFA to the left anterior intraparietal cortex and to the right dorsolateral prefrontal cortex is not different from the functional connectivity of VWFA to these regions until around 12–14 years of age. The increase in connectivity to these regions was associated with a gradual increase in mathematical ability in an independent sample. In contrast, VWFA connects significantly to Broca’s region around age 6, and this connectivity is correlated with reading ability. These results show how the differential connectivity of the networks for mathematics and reading slowly emerges through years of training and education. |
format | Online Article Text |
id | pubmed-6275176 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-62751762018-12-10 Connectivity of the Human Number Form Area Reveals Development of a Cortical Network for Mathematics Nemmi, Federico Schel, Margot A. Klingberg, Torkel Front Hum Neurosci Neuroscience The adult brain contains cortical areas thought to be specialized for the analysis of numbers (the putative number form area, NFA) and letters (the visual word form area, VWFA). Although functional development of the VWFA has been investigated, it is largely unknown when and how the NFA becomes specialized and connected to the rest of the brain. One hypothesis is that NFA and VWFA derive their special functions through differential connectivity, but the development of this differential connectivity has not been shown. Here, we mapped the resting state connectivity of NFA and VWFA to the rest of the brain in a large sample (n = 437) of individuals (age 3.2–21 years). We show that within NFA-math network and within VWFA-reading network the strength of connectivity increases with age. The right NFA is significantly connected to the right intraparietal cortex already at the earliest age tested (age 3), before formal mathematical education has begun. This connection might support or enable an early understanding of magnitude or numerosity In contrast, the functional connectivity from NFA to the left anterior intraparietal cortex and to the right dorsolateral prefrontal cortex is not different from the functional connectivity of VWFA to these regions until around 12–14 years of age. The increase in connectivity to these regions was associated with a gradual increase in mathematical ability in an independent sample. In contrast, VWFA connects significantly to Broca’s region around age 6, and this connectivity is correlated with reading ability. These results show how the differential connectivity of the networks for mathematics and reading slowly emerges through years of training and education. Frontiers Media S.A. 2018-11-26 /pmc/articles/PMC6275176/ /pubmed/30534064 http://dx.doi.org/10.3389/fnhum.2018.00465 Text en Copyright © 2018 Nemmi, Schel and Klingberg. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Neuroscience Nemmi, Federico Schel, Margot A. Klingberg, Torkel Connectivity of the Human Number Form Area Reveals Development of a Cortical Network for Mathematics |
title | Connectivity of the Human Number Form Area Reveals Development of a Cortical Network for Mathematics |
title_full | Connectivity of the Human Number Form Area Reveals Development of a Cortical Network for Mathematics |
title_fullStr | Connectivity of the Human Number Form Area Reveals Development of a Cortical Network for Mathematics |
title_full_unstemmed | Connectivity of the Human Number Form Area Reveals Development of a Cortical Network for Mathematics |
title_short | Connectivity of the Human Number Form Area Reveals Development of a Cortical Network for Mathematics |
title_sort | connectivity of the human number form area reveals development of a cortical network for mathematics |
topic | Neuroscience |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6275176/ https://www.ncbi.nlm.nih.gov/pubmed/30534064 http://dx.doi.org/10.3389/fnhum.2018.00465 |
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