Robustness of sex-differences in functional connectivity over time in middle-aged marmosets

Abstract Nonhuman primates (NHPs) are an essential research model for gaining a comprehensive understanding of the neural mechanisms of neurocognitive aging in our own species. In the present study, we used resting state functional connectivity (rsFC) to investigate the relationship between prefront...

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Main Authors: Benjamin C. Nephew, Marcelo Febo, Ryan Cali, Kathryn P. Workman, Laurellee Payne, Constance M. Moore, Jean A. King, Agnès Lacreuse
Format: Article
Language:English
Published: Nature Publishing Group 2020-10-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-020-73811-9
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spelling doaj-aa4a71dbbf2c4b7f9115486bfba354e82021-10-10T11:25:00ZengNature Publishing GroupScientific Reports2045-23222020-10-0110111410.1038/s41598-020-73811-9Robustness of sex-differences in functional connectivity over time in middle-aged marmosetsBenjamin C. Nephew0Marcelo Febo1Ryan Cali2Kathryn P. Workman3Laurellee Payne4Constance M. Moore5Jean A. King6Agnès Lacreuse7Department of Biology and Biotechnology, Worcester Polytechnic InstituteDepartment of Psychiatry, University of FloridaDepartment of Psychiatry, University of Massachusetts Medical SchoolPsychological and Brain Sciences, University of MassachusettsCenter for Comparative Neuroimaging, University of Massachusetts Medical SchoolCenter for Comparative Neuroimaging, University of Massachusetts Medical SchoolDepartment of Biology and Biotechnology, Worcester Polytechnic InstitutePsychological and Brain Sciences, University of MassachusettsAbstract Nonhuman primates (NHPs) are an essential research model for gaining a comprehensive understanding of the neural mechanisms of neurocognitive aging in our own species. In the present study, we used resting state functional connectivity (rsFC) to investigate the relationship between prefrontal cortical and striatal neural interactions, and cognitive flexibility, in unanaesthetized common marmosets (Callithrix jacchus) at two time points during late middle age (8 months apart, similar to a span of 5–6 years in humans). Based on our previous findings, we also determine the reproducibility of connectivity measures over the course of 8 months, particularly previously observed sex differences in rsFC. Male marmosets exhibited remarkably similar patterns of stronger functional connectivity relative to females and greater cognitive flexibility between the two imaging time points. Network analysis revealed that the consistent sex differences in connectivity and related cognitive associations were characterized by greater node strength and/or degree values in several prefrontal, premotor and temporal regions, as well as stronger intra PFC connectivity, in males compared to females. The current study supports the existence of robust sex differences in prefrontal and striatal resting state networks that may contribute to differences in cognitive function and offers insight on the neural systems that may be compromised in cognitive aging and age-related conditions such as mild cognitive impairment and Alzheimer’s disease.https://doi.org/10.1038/s41598-020-73811-9
collection DOAJ
language English
format Article
sources DOAJ
author Benjamin C. Nephew
Marcelo Febo
Ryan Cali
Kathryn P. Workman
Laurellee Payne
Constance M. Moore
Jean A. King
Agnès Lacreuse
spellingShingle Benjamin C. Nephew
Marcelo Febo
Ryan Cali
Kathryn P. Workman
Laurellee Payne
Constance M. Moore
Jean A. King
Agnès Lacreuse
Robustness of sex-differences in functional connectivity over time in middle-aged marmosets
Scientific Reports
author_facet Benjamin C. Nephew
Marcelo Febo
Ryan Cali
Kathryn P. Workman
Laurellee Payne
Constance M. Moore
Jean A. King
Agnès Lacreuse
author_sort Benjamin C. Nephew
title Robustness of sex-differences in functional connectivity over time in middle-aged marmosets
title_short Robustness of sex-differences in functional connectivity over time in middle-aged marmosets
title_full Robustness of sex-differences in functional connectivity over time in middle-aged marmosets
title_fullStr Robustness of sex-differences in functional connectivity over time in middle-aged marmosets
title_full_unstemmed Robustness of sex-differences in functional connectivity over time in middle-aged marmosets
title_sort robustness of sex-differences in functional connectivity over time in middle-aged marmosets
publisher Nature Publishing Group
series Scientific Reports
issn 2045-2322
publishDate 2020-10-01
description Abstract Nonhuman primates (NHPs) are an essential research model for gaining a comprehensive understanding of the neural mechanisms of neurocognitive aging in our own species. In the present study, we used resting state functional connectivity (rsFC) to investigate the relationship between prefrontal cortical and striatal neural interactions, and cognitive flexibility, in unanaesthetized common marmosets (Callithrix jacchus) at two time points during late middle age (8 months apart, similar to a span of 5–6 years in humans). Based on our previous findings, we also determine the reproducibility of connectivity measures over the course of 8 months, particularly previously observed sex differences in rsFC. Male marmosets exhibited remarkably similar patterns of stronger functional connectivity relative to females and greater cognitive flexibility between the two imaging time points. Network analysis revealed that the consistent sex differences in connectivity and related cognitive associations were characterized by greater node strength and/or degree values in several prefrontal, premotor and temporal regions, as well as stronger intra PFC connectivity, in males compared to females. The current study supports the existence of robust sex differences in prefrontal and striatal resting state networks that may contribute to differences in cognitive function and offers insight on the neural systems that may be compromised in cognitive aging and age-related conditions such as mild cognitive impairment and Alzheimer’s disease.
url https://doi.org/10.1038/s41598-020-73811-9
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