The cognitive connectome of men and women: a study on sex differences across three cohorts.

IF 5.3 2区 医学 Q1 ENDOCRINOLOGY & METABOLISM
Daphne Gasparre, Annegret Habich, Lídia Mulet-Pons, Roraima Yanez-Perez, Eric Westman, José Barroso, Lídia Vaque-Alcázar, David Bartres-Faz, Paolo Taurisano, Daniel Ferreira
{"title":"The cognitive connectome of men and women: a study on sex differences across three cohorts.","authors":"Daphne Gasparre, Annegret Habich, Lídia Mulet-Pons, Roraima Yanez-Perez, Eric Westman, José Barroso, Lídia Vaque-Alcázar, David Bartres-Faz, Paolo Taurisano, Daniel Ferreira","doi":"10.1186/s13293-026-00866-0","DOIUrl":null,"url":null,"abstract":"<p><p>BACKGROUND: Cognitive processes are essential for efficient daily functioning. Demographic factors such as age and education influence cognitive performance. However, the impact of sex on cognition is less understood and previous research has reported inconsistent findings. We investigated sex differences in cognitively unimpaired adults in three cohorts, using two complimentary approaches: a univariate approach to compare direct performance across cognitive domains and the multivariate approach of graph theory to compare global and nodal features as well as the modular organization of cognitive connectomes. METHODS: We included 4,259 cognitively unimpaired participants (334 from the GENIC cohort, 3,703 from the National Alzheimer’s Coordinating Center [NACC], and 222 from the Alzheimer’s Disease Neuroimaging Initiative [ADNI]). Cognitive variables were corrected for age and education, and cognitive connectomes were constructed using Spearman correlation coefficients. Sex differences in cognitive performance were examined through ANCOVAs as well as global and nodal network measures. RESULTS: Univariate analyses showed significant sex differences in three out of five cognitive domains across cohorts, mainly of small effect sizes. Graph theory analyses revealed minimal sex differences in cognitive module organization and no significant differences on global network measures, except for a higher modularity observed in women compared to men in the NACC. In contrast, nodal analyses revealed sex differences in several network measures. CONCLUSIONS: Sex differences in cognition seem to be of small effect size and limited to specific cognitive domains or cognitive variables, while the overall organization and global features of cognitive connectomes were largely comparable between men and women. Future studies should clarify whether men and women may rely on slightly different cognitive strategies to approach cognitive tasks without overt differences in cognitive ability. </p>","PeriodicalId":8890,"journal":{"name":"Biology of Sex Differences","volume":" ","pages":""},"PeriodicalIF":5.3000,"publicationDate":"2026-03-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC13063598/pdf/","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Biology of Sex Differences","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1186/s13293-026-00866-0","RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"ENDOCRINOLOGY & METABOLISM","Score":null,"Total":0}
引用次数: 0

Abstract

BACKGROUND: Cognitive processes are essential for efficient daily functioning. Demographic factors such as age and education influence cognitive performance. However, the impact of sex on cognition is less understood and previous research has reported inconsistent findings. We investigated sex differences in cognitively unimpaired adults in three cohorts, using two complimentary approaches: a univariate approach to compare direct performance across cognitive domains and the multivariate approach of graph theory to compare global and nodal features as well as the modular organization of cognitive connectomes. METHODS: We included 4,259 cognitively unimpaired participants (334 from the GENIC cohort, 3,703 from the National Alzheimer’s Coordinating Center [NACC], and 222 from the Alzheimer’s Disease Neuroimaging Initiative [ADNI]). Cognitive variables were corrected for age and education, and cognitive connectomes were constructed using Spearman correlation coefficients. Sex differences in cognitive performance were examined through ANCOVAs as well as global and nodal network measures. RESULTS: Univariate analyses showed significant sex differences in three out of five cognitive domains across cohorts, mainly of small effect sizes. Graph theory analyses revealed minimal sex differences in cognitive module organization and no significant differences on global network measures, except for a higher modularity observed in women compared to men in the NACC. In contrast, nodal analyses revealed sex differences in several network measures. CONCLUSIONS: Sex differences in cognition seem to be of small effect size and limited to specific cognitive domains or cognitive variables, while the overall organization and global features of cognitive connectomes were largely comparable between men and women. Future studies should clarify whether men and women may rely on slightly different cognitive strategies to approach cognitive tasks without overt differences in cognitive ability.

男性和女性的认知连接组:一项跨三个队列的性别差异研究。
背景:认知过程对于有效的日常功能是必不可少的。年龄和教育等人口因素影响认知表现。然而,人们对性别对认知的影响知之甚少,之前的研究报告的结果也不一致。我们在三个队列中研究了认知未受损成年人的性别差异,使用两种互补的方法:单变量方法比较跨认知领域的直接表现,图论的多变量方法比较全局和节点特征以及认知连接体的模块化组织。方法:我们纳入了4259名认知功能未受损的参与者(334名来自geng队列,3703名来自国家阿尔茨海默病协调中心[NACC], 222名来自阿尔茨海默病神经影像学倡议[ADNI])。对年龄和教育程度的认知变量进行校正,并使用Spearman相关系数构建认知连接体。通过ANCOVAs以及全球和节点网络测量来检查认知表现的性别差异。结果:单变量分析显示,在队列中,5个认知领域中有3个存在显著的性别差异,主要是小效应量。图论分析显示认知模块组织的性别差异很小,在全球网络测量上没有显著差异,除了在NACC中观察到女性比男性具有更高的模块化。相反,节点分析揭示了几个网络测量的性别差异。结论:认知的性别差异似乎影响较小,仅限于特定的认知领域或认知变量,而认知连接体的整体组织和整体特征在男性和女性之间具有很大的可比性。未来的研究应该阐明,在认知能力没有明显差异的情况下,男性和女性是否可能依赖于略有不同的认知策略来完成认知任务。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
Biology of Sex Differences
Biology of Sex Differences ENDOCRINOLOGY & METABOLISM-GENETICS & HEREDITY
CiteScore
12.10
自引率
1.30%
发文量
69
审稿时长
14 weeks
期刊介绍: Biology of Sex Differences is a unique scientific journal focusing on sex differences in physiology, behavior, and disease from molecular to phenotypic levels, incorporating both basic and clinical research. The journal aims to enhance understanding of basic principles and facilitate the development of therapeutic and diagnostic tools specific to sex differences. As an open-access journal, it is the official publication of the Organization for the Study of Sex Differences and co-published by the Society for Women's Health Research. Topical areas include, but are not limited to sex differences in: genomics; the microbiome; epigenetics; molecular and cell biology; tissue biology; physiology; interaction of tissue systems, in any system including adipose, behavioral, cardiovascular, immune, muscular, neural, renal, and skeletal; clinical studies bearing on sex differences in disease or response to therapy.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信
小红书