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Effects of an Oral Contraceptive on Dynamic Brain States and Network Modularity in a Serial Single-Subject Study
Hormonal contraceptive drugs are used by adolescent and adult women worldwide. Increasing evidence from human neuroimaging research indicates that oral contraceptives can alter regional functional brain connectivity and brain chemistry. However, questions remain regarding static whole-brain and dyna...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Frontiers Media S.A.
2022
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9237452/ https://www.ncbi.nlm.nih.gov/pubmed/35774557 http://dx.doi.org/10.3389/fnins.2022.855582 |
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author | Jensen, Kristian Høj Reveles McCulloch, Drummond E-Wen Olsen, Anders Stevnhoved Bruzzone, Silvia Elisabetta Portis Larsen, Søren Vinther Fisher, Patrick MacDonald Frokjaer, Vibe Gedsoe |
author_facet | Jensen, Kristian Høj Reveles McCulloch, Drummond E-Wen Olsen, Anders Stevnhoved Bruzzone, Silvia Elisabetta Portis Larsen, Søren Vinther Fisher, Patrick MacDonald Frokjaer, Vibe Gedsoe |
author_sort | Jensen, Kristian Høj Reveles |
collection | PubMed |
description | Hormonal contraceptive drugs are used by adolescent and adult women worldwide. Increasing evidence from human neuroimaging research indicates that oral contraceptives can alter regional functional brain connectivity and brain chemistry. However, questions remain regarding static whole-brain and dynamic network-wise functional connectivity changes. A healthy woman (23 years old) was scanned every day over 30 consecutive days during a naturally occurring menstrual cycle and again a year later while using a combined hormonal contraceptive. Here we calculated graph theory-derived, whole-brain, network-level measures (modularity and system segregation) and global brain connectivity (characteristic path length) as well as dynamic functional brain connectivity using Leading Eigenvector Dynamic Analysis and diametrical clustering. These metrics were calculated for each scan session during the serial sampling periods to compare metrics between the subject’s natural and contraceptive cycles. Modularity, system segregation, and characteristic path length were statistically significantly higher across the natural compared to contraceptive cycle scans. We also observed a shift in the prevalence of two discrete brain states when using the contraceptive. Our results suggest a more network-structured brain connectivity architecture during the natural cycle, whereas oral contraceptive use is associated with a generally increased connectivity structure evidenced by lower characteristic path length. The results of this repeated, single-subject analysis allude to the possible effects of oral contraceptives on brain-wide connectivity, which should be evaluated in a cohort to resolve the extent to which these effects generalize across the population and the possible impact of a year-long period between conditions. |
format | Online Article Text |
id | pubmed-9237452 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-92374522022-06-29 Effects of an Oral Contraceptive on Dynamic Brain States and Network Modularity in a Serial Single-Subject Study Jensen, Kristian Høj Reveles McCulloch, Drummond E-Wen Olsen, Anders Stevnhoved Bruzzone, Silvia Elisabetta Portis Larsen, Søren Vinther Fisher, Patrick MacDonald Frokjaer, Vibe Gedsoe Front Neurosci Neuroscience Hormonal contraceptive drugs are used by adolescent and adult women worldwide. Increasing evidence from human neuroimaging research indicates that oral contraceptives can alter regional functional brain connectivity and brain chemistry. However, questions remain regarding static whole-brain and dynamic network-wise functional connectivity changes. A healthy woman (23 years old) was scanned every day over 30 consecutive days during a naturally occurring menstrual cycle and again a year later while using a combined hormonal contraceptive. Here we calculated graph theory-derived, whole-brain, network-level measures (modularity and system segregation) and global brain connectivity (characteristic path length) as well as dynamic functional brain connectivity using Leading Eigenvector Dynamic Analysis and diametrical clustering. These metrics were calculated for each scan session during the serial sampling periods to compare metrics between the subject’s natural and contraceptive cycles. Modularity, system segregation, and characteristic path length were statistically significantly higher across the natural compared to contraceptive cycle scans. We also observed a shift in the prevalence of two discrete brain states when using the contraceptive. Our results suggest a more network-structured brain connectivity architecture during the natural cycle, whereas oral contraceptive use is associated with a generally increased connectivity structure evidenced by lower characteristic path length. The results of this repeated, single-subject analysis allude to the possible effects of oral contraceptives on brain-wide connectivity, which should be evaluated in a cohort to resolve the extent to which these effects generalize across the population and the possible impact of a year-long period between conditions. Frontiers Media S.A. 2022-06-14 /pmc/articles/PMC9237452/ /pubmed/35774557 http://dx.doi.org/10.3389/fnins.2022.855582 Text en Copyright © 2022 Jensen, McCulloch, Olsen, Bruzzone, Larsen, Fisher and Frokjaer. https://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 Jensen, Kristian Høj Reveles McCulloch, Drummond E-Wen Olsen, Anders Stevnhoved Bruzzone, Silvia Elisabetta Portis Larsen, Søren Vinther Fisher, Patrick MacDonald Frokjaer, Vibe Gedsoe Effects of an Oral Contraceptive on Dynamic Brain States and Network Modularity in a Serial Single-Subject Study |
title | Effects of an Oral Contraceptive on Dynamic Brain States and Network Modularity in a Serial Single-Subject Study |
title_full | Effects of an Oral Contraceptive on Dynamic Brain States and Network Modularity in a Serial Single-Subject Study |
title_fullStr | Effects of an Oral Contraceptive on Dynamic Brain States and Network Modularity in a Serial Single-Subject Study |
title_full_unstemmed | Effects of an Oral Contraceptive on Dynamic Brain States and Network Modularity in a Serial Single-Subject Study |
title_short | Effects of an Oral Contraceptive on Dynamic Brain States and Network Modularity in a Serial Single-Subject Study |
title_sort | effects of an oral contraceptive on dynamic brain states and network modularity in a serial single-subject study |
topic | Neuroscience |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9237452/ https://www.ncbi.nlm.nih.gov/pubmed/35774557 http://dx.doi.org/10.3389/fnins.2022.855582 |
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