ArticleJournal of neuroscience research2021
Functional brain network topology across the menstrual cycle is estradiol dependent and correlates with individual well-being.
Article in Journal of neuroscience research, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 17 papers, 1 of them a synthesis that pooled it.
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Who cites it
17 citing papers in PubMed, 1 synthesis or guideline pooled it, 32 citations in OpenAlex.
- A systematic review of resting-state EEG across the menstrual cycle and its mental health relevance.Archives of women's mental health · 2026Pooled it
- Magnetoencephalography in human neuroscience research: planning, piloting, implementation and quality assurance.Nature protocols · 2026Review
- Cancer treatment-related cognitive impairment.Neuro-oncology advances · 2026Review
- Digital twins support cross-modal and cross-centric classification of mild cognitive impairment.Communications medicine · 2026Article
- Differential Impacts of Fronto-Cerebellar tACS and tVNS on Motor Learning: Evidence for Sex-Related Neural Modulation.Neural plasticity · 2026Article
- Analyzing Information Exchange in Parkinson's Disease via Eigenvector Centrality: A Source-Level Magnetoencephalography Study.Journal of clinical medicine · 2025Article
- Idiosyncrasy and generalizability of contraceptive- and hormone-related functional connectomes across the menstrual cycle.Network neuroscience (Cambridge, Mass.) · 2025Article
- Brain flexibility increases during the peri-ovulatory phase as compared to early follicular phase of the menstrual cycle.Scientific reports · 2024Article
- Brain fingerprint and subjective mood state across the menstrual cycle.Frontiers in neuroscience · 2024Article
- Impact of sex and serum lipids interaction on working memory: A large-scale brain networks study.Brain and behavior · 2023Article
- Fading of brain network fingerprint in Parkinson's disease predicts motor clinical impairment.Human brain mapping · 2023Article
- High-amplitude network co-fluctuations linked to variation in hormone concentrations over the menstrual cycle.Network neuroscience (Cambridge, Mass.) · 2023Article
- Flexibility of Fast Brain Dynamics and Disease Severity in Amyotrophic Lateral Sclerosis.Neurology · 2022Article
- The kinectome: A comprehensive kinematic map of human motion in health and disease.Annals of the New York Academy of Sciences · 2022Article
- Hormone-based models for comparing menstrual cycle and hormonal contraceptive effects on human resting-state functional connectivity.Frontiers in neuroendocrinology · 2022Article
- Brain network topology and personality traits: A source level magnetoencephalographic study.Scandinavian journal of psychology · 2022Article
- Functional brain network topology across the menstrual cycle is estradiol dependent and correlates with individual well-being.Journal of neuroscience research · 2021Article
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Authors and funding
11 authors at 5 institutions in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
The menstrual cycle (MC) is a sex hormone-related phenomenon that repeats itself cyclically during the woman's reproductive life. In this explorative study, we hypothesized that coordinated variations of multiple sex hormones may affect the large-scale organization of the brain functional network and that, in turn, such changes might have psychological correlates, even in the absence of overt clinical signs of anxiety and/or depression. To test our hypothesis, we investigated longitudinally, across the MC, the relationship between the sex hormones and both brain network and psychological changes. We enrolled 24 naturally cycling women and, at the early-follicular, peri-ovulatory, and mid-luteal phases of the MC, we performed: (a) sex hormone dosage, (b) magnetoencephalography recording to study the brain network topology, and (c) psychological questionnaires to quantify anxiety, depression, self-esteem, and well-being. We showed that during the peri-ovulatory phase, in the alpha band, the leaf fraction and the tree hierarchy of the brain network were reduced, while the betweenness centrality (BC) of the right posterior cingulate gyrus (rPCG) was increased. Furthermore, the increase in BC was predicted by estradiol levels. Moreover, during the luteal phase, the variation of estradiol correlated positively with the variations of both the topological change and environmental mastery dimension of the well-being test, which, in turn, was related to the increase in the BC of rPCG. Our results highlight the effects of sex hormones on the large-scale brain network organization as well as on their possible relationship with the psychological state across the MC. Moreover, the fact that physiological changes in the brain topology occur throughout the MC has widespread implications for neuroimaging studies.
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Registered trials
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