Cargando…
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...
Autores principales: | , , , , , , , , , , , |
---|---|
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 |
_version_ | 1784619589971214336 |
---|---|
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. |
format | Online Article Text |
id | pubmed-8695489 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT defilippieleonora themenstrualcyclemodulateswholebrainturbulentdynamics AT uribecarme themenstrualcyclemodulateswholebrainturbulentdynamics AT avilavareladanielas themenstrualcyclemodulateswholebrainturbulentdynamics AT martinezmolinanoelia themenstrualcyclemodulateswholebrainturbulentdynamics AT gashajvenera themenstrualcyclemodulateswholebrainturbulentdynamics AT pritschetlaura themenstrualcyclemodulateswholebrainturbulentdynamics AT santandertyler themenstrualcyclemodulateswholebrainturbulentdynamics AT jacobsemilyg themenstrualcyclemodulateswholebrainturbulentdynamics AT kringelbachmortenl themenstrualcyclemodulateswholebrainturbulentdynamics AT sanzperlyonatan themenstrualcyclemodulateswholebrainturbulentdynamics AT decogustavo themenstrualcyclemodulateswholebrainturbulentdynamics AT escrichsanira themenstrualcyclemodulateswholebrainturbulentdynamics AT defilippieleonora menstrualcyclemodulateswholebrainturbulentdynamics AT uribecarme menstrualcyclemodulateswholebrainturbulentdynamics AT avilavareladanielas menstrualcyclemodulateswholebrainturbulentdynamics AT martinezmolinanoelia menstrualcyclemodulateswholebrainturbulentdynamics AT gashajvenera menstrualcyclemodulateswholebrainturbulentdynamics AT pritschetlaura menstrualcyclemodulateswholebrainturbulentdynamics AT santandertyler menstrualcyclemodulateswholebrainturbulentdynamics AT jacobsemilyg menstrualcyclemodulateswholebrainturbulentdynamics AT kringelbachmortenl menstrualcyclemodulateswholebrainturbulentdynamics AT sanzperlyonatan menstrualcyclemodulateswholebrainturbulentdynamics AT decogustavo menstrualcyclemodulateswholebrainturbulentdynamics AT escrichsanira menstrualcyclemodulateswholebrainturbulentdynamics |