Sex Differences in Functional Brain Networks for Language

被引:26
作者
Xu, Min [1 ,2 ]
Liang, Xiuling [1 ,2 ,3 ]
Ou, Jian [1 ,2 ,3 ]
Li, Hong [1 ,2 ,4 ]
Luo, Yue-jia [1 ,2 ]
Tan, Li Hai [1 ,2 ]
机构
[1] Shenzhen Univ, Ctr Brain Disorders & Cognit Sci, Nanhai Ave 3688, Shenzhen 518060, Guangdong, Peoples R China
[2] Shenzhen Inst Neurosci, Ctr Language & Brain, Shenzhen 518060, Peoples R China
[3] Shenzhen Univ, Sch Biomed Engn, Hlth Sci Ctr, Shenzhen 518060, Peoples R China
[4] Shenzhen Univ, Sch Psychol, Shenzhen 518060, Peoples R China
基金
中国国家自然科学基金;
关键词
brain networks; language; machine learning; sex differences; GENDER-RELATED DIFFERENCES; LEFT PREFRONTAL CORTEX; LARGE-SCALE; CORTICAL ORGANIZATION; CONTROLLED RETRIEVAL; FMRI; AGE; LATERALIZATION; METAANALYSIS; CONNECTOME;
D O I
10.1093/cercor/bhz184
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
Men and women process language differently, but how the brain functions to support this difference is poorly understood. A few studies reported sex influences on brain activation for language, whereas others failed to detect the difference at the functional level. Recent advances of brain network analysis have shown great promise in picking up brain connectivity differences between sexes, leading us to hypothesize that the functional connections among distinct brain regions for language may differ in males and females. To test this hypothesis, we scanned 58 participants' brain activities (28 males and 30 females) in a semantic decision task using functional magnetic resonance imaging. We found marked sex differences in dynamic interactions among language regions, as well as in functional segregation and integration of brain networks during language processing. The brain network differences were further supported by a machine learning analysis that accurately discriminated males from females using the multivariate patterns of functional connectivity. The sex-specific functional brain connectivity may constitute an essential neural basis for the long-held notion that men and women process language in different ways. Our finding also provides important implications for sex differences in the prevalence of language disorders, such as dyslexia and stuttering.
引用
收藏
页码:1528 / 1537
页数:10
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