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Sex, Age, and Handedness Modulate the Neural Correlates of Active Learning
BACKGROUND: Self-generation of material compared to passive learning results in mproved memory performance; this may be related to recruitment of a fronto-temporal encoding network. Using a verbal paired-associate learning fMRI task, we examined the effects of sex, age, and handedness on the neural...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6749092/ https://www.ncbi.nlm.nih.gov/pubmed/31572114 http://dx.doi.org/10.3389/fnins.2019.00961 |
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author | Nair, Sangeeta Nenert, Rodolphe E. Allendorfer, Jane B. Goodman, Adam M. Vannest, Jennifer Mirman, Daniel Szaflarski, Jerzy P. |
author_facet | Nair, Sangeeta Nenert, Rodolphe E. Allendorfer, Jane B. Goodman, Adam M. Vannest, Jennifer Mirman, Daniel Szaflarski, Jerzy P. |
author_sort | Nair, Sangeeta |
collection | PubMed |
description | BACKGROUND: Self-generation of material compared to passive learning results in mproved memory performance; this may be related to recruitment of a fronto-temporal encoding network. Using a verbal paired-associate learning fMRI task, we examined the effects of sex, age, and handedness on the neural correlates of self-generation. METHODS: Data from 174 healthy English-speaking participants (78M, 56 atypically handed; ages 19–76) were preprocessed using AFNI and FSL. Independent component analysis was conducted using GIFT (Group ICA fMRI Toolbox). Forty-one independent components were temporally sorted by task time series. Retaining correlations (r > 0.25) resulted in three task-positive (“generate”) and three task-negative (“read”) components. Using participants’ back-projected components, we evaluated the effects of sex, handedness, and aging on activation lateralization and localization in task-relevant networks with two-sample t-tests. Further, we examined the linear relationship between sex and neuroimaging data with multiple regression, covarying for scanner, age, and handedness. RESULTS: Task-positive components identified using ICA revealed a fronto-parietal network involved with self-generation, while task-negative components reflecting passive reading showed temporo-occipital involvement. Compared to older adults, younger adults exhibited greater task-positive involvement of the left inferior frontal gyrus and insula, whereas older adults exhibited reduced prefrontal lateralization. Greater involvement of the left angular gyrus in task-positive encoding networks among right-handed individuals suggests the reliance on left dominant semantic processing areas may be modulated by handedness. Sex effects on task-related encoding networks while controlling for age and handedness suggest increased right hemisphere recruitment among males compared to females, specifically in the paracentral lobe during self-generation and the suparmarginal gyrus during passive reading. IMPLICATIONS: Identified neuroimaging differences suggest that sex, age, and handedness are factors in the differential recruitment of encoding network regions for both passive and active learning. |
format | Online Article Text |
id | pubmed-6749092 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-67490922019-09-30 Sex, Age, and Handedness Modulate the Neural Correlates of Active Learning Nair, Sangeeta Nenert, Rodolphe E. Allendorfer, Jane B. Goodman, Adam M. Vannest, Jennifer Mirman, Daniel Szaflarski, Jerzy P. Front Neurosci Neuroscience BACKGROUND: Self-generation of material compared to passive learning results in mproved memory performance; this may be related to recruitment of a fronto-temporal encoding network. Using a verbal paired-associate learning fMRI task, we examined the effects of sex, age, and handedness on the neural correlates of self-generation. METHODS: Data from 174 healthy English-speaking participants (78M, 56 atypically handed; ages 19–76) were preprocessed using AFNI and FSL. Independent component analysis was conducted using GIFT (Group ICA fMRI Toolbox). Forty-one independent components were temporally sorted by task time series. Retaining correlations (r > 0.25) resulted in three task-positive (“generate”) and three task-negative (“read”) components. Using participants’ back-projected components, we evaluated the effects of sex, handedness, and aging on activation lateralization and localization in task-relevant networks with two-sample t-tests. Further, we examined the linear relationship between sex and neuroimaging data with multiple regression, covarying for scanner, age, and handedness. RESULTS: Task-positive components identified using ICA revealed a fronto-parietal network involved with self-generation, while task-negative components reflecting passive reading showed temporo-occipital involvement. Compared to older adults, younger adults exhibited greater task-positive involvement of the left inferior frontal gyrus and insula, whereas older adults exhibited reduced prefrontal lateralization. Greater involvement of the left angular gyrus in task-positive encoding networks among right-handed individuals suggests the reliance on left dominant semantic processing areas may be modulated by handedness. Sex effects on task-related encoding networks while controlling for age and handedness suggest increased right hemisphere recruitment among males compared to females, specifically in the paracentral lobe during self-generation and the suparmarginal gyrus during passive reading. IMPLICATIONS: Identified neuroimaging differences suggest that sex, age, and handedness are factors in the differential recruitment of encoding network regions for both passive and active learning. Frontiers Media S.A. 2019-09-11 /pmc/articles/PMC6749092/ /pubmed/31572114 http://dx.doi.org/10.3389/fnins.2019.00961 Text en Copyright © 2019 Nair, Nenert, Allendorfer, Goodman, Vannest, Mirman and Szaflarski. 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 Nair, Sangeeta Nenert, Rodolphe E. Allendorfer, Jane B. Goodman, Adam M. Vannest, Jennifer Mirman, Daniel Szaflarski, Jerzy P. Sex, Age, and Handedness Modulate the Neural Correlates of Active Learning |
title | Sex, Age, and Handedness Modulate the Neural Correlates of Active Learning |
title_full | Sex, Age, and Handedness Modulate the Neural Correlates of Active Learning |
title_fullStr | Sex, Age, and Handedness Modulate the Neural Correlates of Active Learning |
title_full_unstemmed | Sex, Age, and Handedness Modulate the Neural Correlates of Active Learning |
title_short | Sex, Age, and Handedness Modulate the Neural Correlates of Active Learning |
title_sort | sex, age, and handedness modulate the neural correlates of active learning |
topic | Neuroscience |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6749092/ https://www.ncbi.nlm.nih.gov/pubmed/31572114 http://dx.doi.org/10.3389/fnins.2019.00961 |
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