Balboni Irene, Rampinini Alessandra, Kepinska Olga, Berthele Raphael, Golestani Narly
Faculty of Psychology and Education Science, Department of Psychology, University of Geneva, Chemin des Mines 9, Geneva, 1202, Switzerland.
Institute of Multilingualism, University of Fribourg, Rue de Morat 24, Fribourg, 1700, Switzerland.
Cereb Cortex. 2025 Aug 1;35(8). doi: 10.1093/cercor/bhaf231.
Language learning and use relies on domain-specific, domain-general cognitive and sensory-motor functions. Using fMRI during story listening and behavioral tests, we investigated brain-behavior associations between linguistic and non-linguistic measures in individuals with varied multilingual experience and reading skills, including typical reading participants (TRs) and dyslexic readers (DRs). Partial Least Square Correlation revealed a main component linking cognitive, linguistic, and phonological measures to amodal/associative brain areas. A second analysis only in TRs revealed a stronger association between cognitive, linguistic, literacy and phonological skills within the same brain network as in the full sample, suggesting better speech-print convergence in TRs. In this sample, an additional component involving speed, automatization, and lexical access was associated with less involvement in unimodal, lower-level auditory, and motor brain areas. The complementarity between the two components likely reflects TRs' reduced reliance on lower-level sensorimotor regions and greater engagement of higher-level cortices and skills. Overall, our work suggests convergence between behavioral measures of linguistic, domain-general cognitive and domain-specific non-linguistic skill, and between these behavioral measures and neural processing of language. This convergence is greater in TRs, suggesting more integrated processing in this group. Our work advocates a comprehensive, multimodal approach to understanding individual differences in language abilities and experience.
语言学习和使用依赖于特定领域、一般领域的认知以及感觉运动功能。我们在故事聆听和行为测试过程中使用功能磁共振成像(fMRI),研究了具有不同多语言经验和阅读技能的个体(包括典型阅读参与者(TRs)和阅读障碍者(DRs))在语言和非语言测量之间的脑-行为关联。偏最小二乘相关分析揭示了一个将认知、语言和语音测量与非模态/联合脑区相联系的主要成分。仅对TRs进行的第二项分析显示,在与全样本相同的脑网络中,认知、语言、读写能力和语音技能之间的关联更强,这表明TRs中语音-文字的融合更好。在这个样本中,一个涉及速度、自动化和词汇通达的额外成分与单模态、低水平听觉和运动脑区的参与度降低有关。这两个成分之间的互补性可能反映了TRs对低水平感觉运动区域的依赖减少,以及对高水平皮层和技能的更多参与。总体而言,我们的研究表明,语言、一般领域认知和特定领域非语言技能的行为测量之间,以及这些行为测量与语言神经加工之间存在趋同性。这种趋同性在TRs中更强,表明该组的加工更具整合性。我们的研究提倡采用全面的多模态方法来理解语言能力和经验的个体差异。