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The Menstrual Cycle Modulates Whole-Brain Turbulent Dynamics

Brain dynamics have recently been shown to be modulated by rhythmic changes in female sex hormone concentrations across an entire menstrual cycle. However, many questions remain regarding the specific differences in information processing across spacetime between the two main follicular and luteal p...

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Autores principales: De Filippi, Eleonora, Uribe, Carme, Avila-Varela, Daniela S., Martínez-Molina, Noelia, Gashaj, Venera, Pritschet, Laura, Santander, Tyler, Jacobs, Emily G., Kringelbach, Morten L., Sanz Perl, Yonatan, Deco, Gustavo, Escrichs, Anira
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8695489/
https://www.ncbi.nlm.nih.gov/pubmed/34955718
http://dx.doi.org/10.3389/fnins.2021.753820
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author De Filippi, Eleonora
Uribe, Carme
Avila-Varela, Daniela S.
Martínez-Molina, Noelia
Gashaj, Venera
Pritschet, Laura
Santander, Tyler
Jacobs, Emily G.
Kringelbach, Morten L.
Sanz Perl, Yonatan
Deco, Gustavo
Escrichs, Anira
author_facet De Filippi, Eleonora
Uribe, Carme
Avila-Varela, Daniela S.
Martínez-Molina, Noelia
Gashaj, Venera
Pritschet, Laura
Santander, Tyler
Jacobs, Emily G.
Kringelbach, Morten L.
Sanz Perl, Yonatan
Deco, Gustavo
Escrichs, Anira
author_sort De Filippi, Eleonora
collection PubMed
description Brain dynamics have recently been shown to be modulated by rhythmic changes in female sex hormone concentrations across an entire menstrual cycle. However, many questions remain regarding the specific differences in information processing across spacetime between the two main follicular and luteal phases in the menstrual cycle. Using a novel turbulent dynamic framework, we studied whole-brain information processing across spacetime scales (i.e., across long and short distances in the brain) in two open-source, dense-sampled resting-state datasets. A healthy naturally cycling woman in her early twenties was scanned over 30 consecutive days during a naturally occurring menstrual cycle and under a hormonal contraceptive regime. Our results indicated that the luteal phase is characterized by significantly higher information transmission across spatial scales than the follicular phase. Furthermore, we found significant differences in turbulence levels between the two phases in brain regions belonging to the default mode, salience/ventral attention, somatomotor, control, and dorsal attention networks. Finally, we found that changes in estradiol and progesterone concentrations modulate whole-brain turbulent dynamics in long distances. In contrast, we reported no significant differences in information processing measures between the active and placebo phases in the hormonal contraceptive study. Overall, the results demonstrate that the turbulence framework is able to capture differences in whole-brain turbulent dynamics related to ovarian hormones and menstrual cycle stages.
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spelling pubmed-86954892021-12-24 The Menstrual Cycle Modulates Whole-Brain Turbulent Dynamics De Filippi, Eleonora Uribe, Carme Avila-Varela, Daniela S. Martínez-Molina, Noelia Gashaj, Venera Pritschet, Laura Santander, Tyler Jacobs, Emily G. Kringelbach, Morten L. Sanz Perl, Yonatan Deco, Gustavo Escrichs, Anira Front Neurosci Neuroscience Brain dynamics have recently been shown to be modulated by rhythmic changes in female sex hormone concentrations across an entire menstrual cycle. However, many questions remain regarding the specific differences in information processing across spacetime between the two main follicular and luteal phases in the menstrual cycle. Using a novel turbulent dynamic framework, we studied whole-brain information processing across spacetime scales (i.e., across long and short distances in the brain) in two open-source, dense-sampled resting-state datasets. A healthy naturally cycling woman in her early twenties was scanned over 30 consecutive days during a naturally occurring menstrual cycle and under a hormonal contraceptive regime. Our results indicated that the luteal phase is characterized by significantly higher information transmission across spatial scales than the follicular phase. Furthermore, we found significant differences in turbulence levels between the two phases in brain regions belonging to the default mode, salience/ventral attention, somatomotor, control, and dorsal attention networks. Finally, we found that changes in estradiol and progesterone concentrations modulate whole-brain turbulent dynamics in long distances. In contrast, we reported no significant differences in information processing measures between the active and placebo phases in the hormonal contraceptive study. Overall, the results demonstrate that the turbulence framework is able to capture differences in whole-brain turbulent dynamics related to ovarian hormones and menstrual cycle stages. Frontiers Media S.A. 2021-12-09 /pmc/articles/PMC8695489/ /pubmed/34955718 http://dx.doi.org/10.3389/fnins.2021.753820 Text en Copyright © 2021 De Filippi, Uribe, Avila-Varela, Martínez-Molina, Gashaj, Pritschet, Santander, Jacobs, Kringelbach, Sanz Perl, Deco and Escrichs. 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
De Filippi, Eleonora
Uribe, Carme
Avila-Varela, Daniela S.
Martínez-Molina, Noelia
Gashaj, Venera
Pritschet, Laura
Santander, Tyler
Jacobs, Emily G.
Kringelbach, Morten L.
Sanz Perl, Yonatan
Deco, Gustavo
Escrichs, Anira
The Menstrual Cycle Modulates Whole-Brain Turbulent Dynamics
title The Menstrual Cycle Modulates Whole-Brain Turbulent Dynamics
title_full The Menstrual Cycle Modulates Whole-Brain Turbulent Dynamics
title_fullStr The Menstrual Cycle Modulates Whole-Brain Turbulent Dynamics
title_full_unstemmed The Menstrual Cycle Modulates Whole-Brain Turbulent Dynamics
title_short The Menstrual Cycle Modulates Whole-Brain Turbulent Dynamics
title_sort menstrual cycle modulates whole-brain turbulent dynamics
topic Neuroscience
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8695489/
https://www.ncbi.nlm.nih.gov/pubmed/34955718
http://dx.doi.org/10.3389/fnins.2021.753820
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