The brain activity flow in language and cognitive control networks underlying second language proficiency

Abstract It remains unclear how language and cognitive control networks interact to support second language (L2) proficiency in the bilingual brain. Our study used gradient network and dynamic causal modelling (DCM) to investigate the brain activity flow in these two brain networks underlying L2 proficiency with sixty-one Chinese-English bilinguals. We found that the gradient values of the right calcarine gyrus and the left supramarginal gyrus were positively correlated with L2 proficiency. However, multivariate pattern and region-of-interest analyses suggested that L2 proficiency may not significantly modulate the brain activity flow of these two networks in global network gradients. Meanwhile, DCM findings demonstrated that L2 proficiency development increased inhibitory effects from the language network to the cognitive control network, indicating that L2 learning would modulate the cognitive control system. In summary, our study provides further insights into how language and cognitive control networks interact to establish a smooth bilingual system underlying L2 proficiency.

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Publication Details

Journal
Bilingualism Language and Cognition
Published
2026-04-16
DOI
https://doi.org/10.1017/s1366728926101163
Primary Topic
Neurobiology of Language and Bilingualism
Type
article
Field-Weighted Citation Impact
0.00

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article

The brain activity flow in language and cognitive control networks underlying second language proficiency

Yaoyao Ning, Yuwen He, Zhen Yuan, Fei Gao et al.
Bilingualism Language and Cognition
Neurobiology of Language and Bilingualism
article

The brain activity flow in language and cognitive control networks underlying second language proficiency

Yaoyao Ning, Yuwen He, Zhen Yuan, Fei Gao, Yuwen Lin, Songxiang Tang
article en

Abstract

Abstract It remains unclear how language and cognitive control networks interact to support second language (L2) proficiency in the bilingual brain. Our study used gradient network and dynamic causal modelling (DCM) to investigate the brain activity flow in these two brain networks underlying L2 proficiency with sixty-one Chinese-English bilinguals. We found that the gradient values of the right calcarine gyrus and the left supramarginal gyrus were positively correlated with L2 proficiency. However, multivariate pattern and region-of-interest analyses suggested that L2 proficiency may not significantly modulate the brain activity flow of these two networks in global network gradients. Meanwhile, DCM findings demonstrated that L2 proficiency development increased inhibitory effects from the language network to the cognitive control network, indicating that L2 learning would modulate the cognitive control system. In summary, our study provides further insights into how language and cognitive control networks interact to establish a smooth bilingual system underlying L2 proficiency.

Bilingualism Language and Cognition
The University of Melbourne (AU), University of Macau (MO), Fudan University (CN), Liberal Arts University (RU)
United Mitochondrial Disease Foundation, Universidade de Macau, Fundo para o Desenvolvimento das Ciências e da Tecnologia, National Social Science Fund of China
Quality Education
Openalex Percentile: Top 14%
Neurobiology of Language and Bilingualism
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