ArticleFrontiers in human neuroscience2020
Gender Differences Are Encoded Differently in the Structure and Function of the Human Brain Revealed by Multimodal MRI.
Article in Frontiers in human neuroscience, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 33 papers, 3 of them syntheses that pooled it.
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Who cites it
33 citing papers in PubMed, 3 syntheses or guidelines pooled it.
- Presymptomatic Biological, Structural, and Functional Diagnostic Biomarkers of Autism Spectrum Disorder.Journal of neurochemistry · 2025Pooled it
- Functional MRS studies of GABA and glutamate/Glx - A systematic review and meta-analysis.Neuroscience and biobehavioral reviews · 2023Pooled it
- Factors associated with brain ageing - a systematic review.BMC neurology · 2021Pooled it
- Female Cerebellum Seems Sociable; An iTBS Investigation.Cerebellum (London, England) · 2024Trial
- Sex-specific brain reserve and progression from mild cognitive impairment to Alzheimer's disease dementia.Alzheimer's & dementia : the journal of the Alzheimer's Association · 2026Article
- Sexual Dimorphisms in Neurodevelopment May Affect TBI Recovery in Pediatric Patients.Biomedicines · 2025Review
- Modulating interhemispheric prefrontal dynamics of aggressive behavior: Sex differences and the association with personal disposition.Cognitive, affective & behavioral neuroscience · 2025Article
- Instantaneous Frequency: A New Functional Biomarker for Dynamic Brain Causal Networks.AI in neuroscience · 2025Article
- Article
- Sex differences in pain perception and modulation in the brain: effects of insular cortex stimulation on chronic pain relief.Brain communications · 2025Article
- Mapping gray matter changes in anorexia nervosa: a functional connectivity network approach.Frontiers in nutrition · 2025Article
- Factors associated with early childhood development: results from the Brazilian National Survey on Child Nutrition (ENANI-2019).BMJ public health · 2025Article
- Sex Differences in Human Brain Structure at Birth.Biology of sex differences · 2024Article
- Sex differences in functional cortical organization reflect differences in network topology rather than cortical morphometry.Nature communications · 2024Article
- Mapping the unique neural engagement in deaf individuals during picture, word, and sign language processing: fMRI study.Brain imaging and behavior · 2024Article
- Explainable Multimodal Graph Isomorphism Network for Interpreting Sex Differences in Adolescent Neurodevelopment.Applied sciences (Basel, Switzerland) · 2024Article
- Evaluation of apparently healthy Egyptian infants and toddlers on the bayley-III scales according to age and sex.Italian journal of pediatrics · 2024Article
- Tic-Related Obsessive-Compulsive and Eating Disorders in Dandy-Walker Variant: A Case Report and Systematic Reappraisal of Psychiatric Profiles.Brain sciences · 2024Review
- Gender differences in oxyhemoglobin (oxy-Hb) changes during drawing interactions in romantic couples: an fNIRS study.Frontiers in behavioral neuroscience · 2024Article
- ImageNomer: Description of a functional connectivity and omics analysis tool and case study identifying a race confound.Neuroimage. Reports · 2023Article
Corrections and comments
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Authors and funding
6 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Despite widely reported gender differences in both brain structure and brain function, very few studies have examined the relationship between the structural differences and the functional differences between genders. Here, different imaging measures including both structural [i.e., gray matter volume (GMV)] and functional [i.e., regional homogeneity (ReHo) and functional connectivity (FC)] measures were employed to detect the gender differences in the human brain based on univariate and multivariate approaches with a sample of 290 healthy adults (155 females). The univariate analyses revealed that gender differences were detected in both structural (i.e., GMV) and functional (ReHo or FC) imaging measures, mainly manifested as greater values in females than in males in regions of the frontal, parietal, occipital lobes and cerebellum. Importantly, there was little overlap between the differences detected in GMV and those detected in ReHo and FC, and their differences between genders were not correlated with each other. The multivariate pattern analyses revealed that each of these measures had discriminative power to successfully distinguish between genders (classification accuracy: 94.3%, 90.73%, and 83.89% for GMV, ReHo, and FC, respectively) and their combination further improved the classification performance (96.6%). Our results suggest that gender differences are encoded in both brain structure and brain function, but in different manners. The finding of different and complementary information contained in structural and functional differences between genders highlights the complex relationship between brain structure and function, which may underlie the complex nature of gender differences in behavior.
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