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Farrukh F, Nazeer H, Minhas HS, Naseer N, Noori FM. Assessing multilingual speakers' language processing through functional near-infrared spectroscopy (fNIRS). Behav Brain Res 2025; 484:115485. [PMID: 39955040 DOI: 10.1016/j.bbr.2025.115485] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2024] [Revised: 01/28/2025] [Accepted: 02/12/2025] [Indexed: 02/17/2025]
Abstract
Multilinguals' navigation through three or more language systems utilizing one cognitive system is a phenomenon of recent interest. Few functional near-infrared spectroscopy (fNIRS) studies have focused on brain activations concerning multilinguals. The present study uses picture-naming and fNIRS technique to explore the prefrontal brain activations amongst neurotypical multilinguals belonging to four major provinces of Pakistan. The 26 right-handed participants utilize their native language (Punjabi, Pushto, Sindhi or Balochi), first language (Urdu) and second language (English) distinctively in the experiment. Brain imaging results demonstrate a significant activation of the right prefrontal cortex among the multilingual adults along with left laterality. Moreover, results indicate significant activation of channels demonstrating heavier cognitive load with English in comparison to first or native language(s). The paper suggests that right dorsolateral prefrontal cortex and right medial prefrontal cortex play a significant role in language processing alongside the left prefrontal cortex, exemplifying that peripheral activation during word retrieval, processing and production is a possibility.
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Affiliation(s)
| | - Hammad Nazeer
- Department of Mechatronics and Biomedical Engineering, Air University, Pakistan.
| | - Hamza Shabbir Minhas
- Department of Mechatronics and Biomedical Engineering, Air University, Pakistan.
| | - Noman Naseer
- Department of Mechatronics and Biomedical Engineering, Air University, Pakistan.
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Wang T, Wang Y, Hu H, Wang X, Chen S, Yang Y. An eye-movement database of bilingual language control for Chinese-English bilinguals. Sci Data 2025; 12:332. [PMID: 40000665 PMCID: PMC11861911 DOI: 10.1038/s41597-025-04628-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2024] [Accepted: 02/12/2025] [Indexed: 02/27/2025] Open
Abstract
The current absence of an eye-tracking database that explores bilingual language control and how intra-sentence code-switching types influence the language control process limits our deeper understanding of bilingual control mechanisms. To address this issue, we present a database containing eye-movement recordings collected during a silent reading task combined with language switching paradigm. The database contains typical measures of eye movement data of 160 Chinese and their translation equivalent English words from 40 high-proficient and 40 low-proficient participants across 1280 Chinese, English and intra-sentential code-switching sentences. This database enables researchers to test the impacts of both intra-sentential code-switching and the second language proficiency on bilingual language control and the underlying cognitive mechanisms.
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Affiliation(s)
- Tao Wang
- School of Psychology, Qufu Normal University, 57 Jing Xuan Road, Qufu, 273165, China
| | - Yue Wang
- College of Foreign Languages, Qufu Normal University, 57 Jing Xuan Road, Qufu, 273165, China
| | - Haibo Hu
- School of Psychology, Qufu Normal University, 57 Jing Xuan Road, Qufu, 273165, China
| | - Xing Wang
- College of Foreign Languages, Hunan University, No.2 Lushan South Road, Changsha, 410082, China
| | - Shengdong Chen
- School of Psychology, Qufu Normal University, 57 Jing Xuan Road, Qufu, 273165, China.
| | - Yiming Yang
- School of Linguistic Sciences and Arts, Jiangsu Normal University, 57 Heping Road, Xuzhou, 221009, China.
- Collaborative Innovation Center for Language Ability, Jiangsu Normal University, 57 Heping Road, Xuzhou, 221009, China.
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3
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Marte MJ, Carpenter E, Scimeca M, Russell-Meill M, Peñaloza C, Grasemann U, Miikkulainen R, Kiran S. Machine Learning Predictions of Recovery in Bilingual Poststroke Aphasia: Aligning Insights With Clinical Evidence. Stroke 2025; 56:494-504. [PMID: 39744848 PMCID: PMC11772114 DOI: 10.1161/strokeaha.124.047867] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2024] [Revised: 10/17/2024] [Accepted: 11/26/2024] [Indexed: 01/29/2025]
Abstract
BACKGROUND Predicting treated language improvement (TLI) and transfer to the untreated language (cross-language generalization, CLG) after speech-language therapy in bilingual individuals with poststroke aphasia is crucial for personalized treatment planning. This study evaluated machine learning models to predict TLI and CLG and identified the key predictive features (eg, patient severity, demographics, and treatment variables) aligning with clinical evidence. METHODS Forty-eight Spanish-English bilingual individuals with poststroke aphasia received 20 sessions of semantic feature-based naming treatment in either their first or second language. Comprehensive language, cognitive, and background bilingual experience assessments were administered pre- and post-treatment. Sixteen curated features spanning demographics, language abilities, cognition, and bilingual experience were used as inputs to 6 machine learning algorithms to predict treatment responders versus nonresponders and CLG vs no CLG. RESULTS The top 2 machine learning models achieved F1 scores of 0.767±0.153 for TLI and 0.790±0.172 for CLG. Interpretability analyses revealed that aphasia severity in the trained language, education, and cognitive performance were key predictors of TLI. Aphasia severity in the untreated language and cognitive performance emerged as influential features of CLG. These aligned with expectations based on prior literature. CONCLUSIONS For the first time, machine learning models reveal that factors such as patient severity and demographics predict TLI and CLG after therapy in Spanish-English bilingual individuals with poststroke aphasia. Consideration of both treated and untreated language severity, as well as cognitive assessment performance, when forecasting treatment outcomes in an underserved population such Spanish-English stroke survivors, can meaningfully impact their short-term and long-term clinical care.
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Affiliation(s)
| | | | | | | | - Claudia Peñaloza
- Department of Cognition, Development and Educational Psychology, Faculty of Psychology, University of Barcelona, Barcelona, Spain
- Institute of Neurosciences, University of Barcelona, Barcelona, Spain
- Cognition and Brain Plasticity Unit, Bellvitge Biomedical Research Institute-IDIBELL, L’Hospitalet de Llobregat, Barcelona, Spain
| | - Uli Grasemann
- Department of Computer Sciences, University of Texas at Austin, Austin, TX, US
| | - Risto Miikkulainen
- Department of Computer Sciences, University of Texas at Austin, Austin, TX, US
| | - Swathi Kiran
- Center for Brain Recovery, Boston University, MA, USA
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Hou Z, Li H, Gao L, Ou J, Xu M. Differential neural representations of syntactic and semantic information across languages in Chinese-English bilinguals. Neuroimage 2024; 303:120928. [PMID: 39551116 DOI: 10.1016/j.neuroimage.2024.120928] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2024] [Revised: 11/07/2024] [Accepted: 11/11/2024] [Indexed: 11/19/2024] Open
Abstract
Bilingual individuals manage multiple languages that align in conceptual meaning but differ in forms and structures. While prior research has established foundational insights into the neural mechanisms in bilingual processing, the extent to which the first (L1) and second language (L2) systems overlap or diverge across different linguistic components remains unclear. This study probed the neural underpinnings of syntactic and semantic processing for L1 and L2 in Chinese-English bilinguals (N = 44) who performed sentence comprehension tasks and an N-back working memory task during functional MRI scanning. We observed that the increased activation for L2 processing was within the verbal working memory network, suggesting a greater cognitive demand for processing L2. Crucially, we looked for brain regions showing adaptation to the repetition of semantic information and syntactic structure, and found more robust adaptation effects in L1 in the middle and superior temporal cortical areas. The differential adaptation effects between L1 and L2 were more pronounced for the semantic condition. Multivariate pattern analysis further revealed distinct neural sensitivities to syntactic and semantic representations between L1 and L2 across frontotemporal language regions. Our findings suggest that while L1 and L2 engage similar neural systems, finer representation analyses uncover distinct neural patterns for both semantic and syntactic aspects in the two languages. This study advances our understanding of neural representations involved in different language components in bilingual individuals.
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Affiliation(s)
- Zeqi Hou
- Center for Brain Disorders and Cognitive Sciences, School of Psychology, Shenzhen University, Shenzhen 518060, China
| | - Hehui Li
- Center for Brain Disorders and Cognitive Sciences, School of Psychology, Shenzhen University, Shenzhen 518060, China
| | - Lin Gao
- Center for Brain Disorders and Cognitive Sciences, School of Psychology, Shenzhen University, Shenzhen 518060, China
| | - Jian Ou
- Center for Brain Disorders and Cognitive Sciences, School of Psychology, Shenzhen University, Shenzhen 518060, China
| | - Min Xu
- Center for Brain Disorders and Cognitive Sciences, School of Psychology, Shenzhen University, Shenzhen 518060, China.
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Coemans S, De Aguiar V, Paquier P, Tsapkini K, Engelborghs S, Struys E, Keulen S. Effects of Cerebellar Transcranial Direct Current Stimulation in Bilingual Logopenic Primary Progressive Aphasia. J Alzheimers Dis Rep 2024; 8:1253-1273. [PMID: 39434819 PMCID: PMC11491977 DOI: 10.3233/adr-240034] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2024] [Accepted: 06/21/2024] [Indexed: 10/23/2024] Open
Abstract
Background Primary progressive aphasia (PPA) is a language-based dementia, causing progressive decline of language functions. Transcranial direct current stimulation (tDCS) can augment effects of speech-and language therapy (SLT). However, this has not been investigated in bilingual patients with PPA. Objective We evaluated the case of Mr. G., a French (native language, L1)/Dutch (second language, L2)-speaking 59-year-old male, with logopenic PPA, associated with Alzheimer's disease pathology. We aimed to characterize his patterns of language decline and evaluate the effects of tDCS applied to the right posterolateral cerebellum on his language abilities and executive control circuits. Methods In a within-subject controlled design, Mr. G received 9 sessions of sham and anodal tDCS combined with semantic and phonological SLT in L2. Changes were evaluated with an oral naming task in L2, the Boston Naming Task and subtests of the Bilingual Aphasia Test in in L2 and L1, the Stroop Test and Attention Network Test, before and after each phase of stimulation (sham/tDCS) and at 2-month follow-up. Results After anodal tDCS, but not after sham, results improved significantly on oral naming in L2, with generalization to untrained tasks and cross-language transfer (CLT) to L1: picture naming in both languages, syntactic comprehension and repetition in L2, and response times in the incongruent condition of the Attention Network Test, indicating increased inhibitory control. Conclusions Our preliminary results are the first to indicate that tDCS applied to the cerebellum may be a valuable tool to enhance the effects of SLT in bilingual patients with logopenic PPA.
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Affiliation(s)
- Silke Coemans
- Brussels Centre for Language Studies (BCLS), Vrije Universiteit Brussels (VUB), Brussels, Belgium
| | - Vânia De Aguiar
- Groningen Center for Language and Cognition (CLCG), University of Groningen, Groningen, The Netherlands
- Department of Radiation Oncology, University of Groningen, University Medical Center Groningen, The Netherlands
| | - Philippe Paquier
- Brussels Centre for Language Studies (BCLS), Vrije Universiteit Brussels (VUB), Brussels, Belgium
- Center for Neurosciences (C4N), Vrije Universiteit Brussels (VUB), Brussels, Belgium
| | - Kyrana Tsapkini
- Department of Neurology, Johns Hopkins School of Medicine, Baltimore, MD, USA
- Department of Cognitive Science, Johns Hopkins University, Baltimore, MD, USA
| | - Sebastiaan Engelborghs
- Center for Neurosciences (C4N), Vrije Universiteit Brussels (VUB), Brussels, Belgium
- Department of Neurology, Universitair Ziekenhuis Brussel (UZ Brussel), Brussels, Belgium
- Department of Biomedical Sciences, Universiteit Antwerpen (UA), Antwerp, Belgium
| | - Esli Struys
- Brussels Centre for Language Studies (BCLS), Vrije Universiteit Brussels (VUB), Brussels, Belgium
- Center for Neurosciences (C4N), Vrije Universiteit Brussels (VUB), Brussels, Belgium
| | - Stefanie Keulen
- Brussels Centre for Language Studies (BCLS), Vrije Universiteit Brussels (VUB), Brussels, Belgium
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Neveu A, Goldrick M, Kleinman D, Salmon DP, Gollan TH. Revisiting which language declines more in Spanish-English bilinguals with Alzheimer's disease: Longitudinal decline patterns on the multilingual naming test. Neuropsychologia 2024; 202:108948. [PMID: 38971370 PMCID: PMC11365789 DOI: 10.1016/j.neuropsychologia.2024.108948] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2024] [Revised: 06/15/2024] [Accepted: 06/29/2024] [Indexed: 07/08/2024]
Abstract
Theories of bilingual language production predict that bilinguals with Alzheimer's disease (AD) should exhibit one of two decline patterns. Either parallel decline of both languages (if decline reflects damage to semantic representations that are accessed by both languages), or asymmetrical decline, with greater decline of the nondominant language (if decline reflects reduced ability to resolve competition from the dominant language with disease progression). Only two previous studies examined decline longitudinally with one showing parallel, and the other asymmetrical, decline. We examined decline over 2-7 years (3.9 on average) in Spanish-English bilinguals (N = 23). Logistic regression revealed a parallel decline pattern at one year from baseline, but an asymmetrical decline pattern over the longer decline period, with greater decline of the nondominant language (when calculating predicted probabilities of a correct response). The asymmetrical decline pattern was significantly greater for the nondominant language only when including item-difficulty in the model. Exploratory analyses across dominance groups looking at proportional decline relative to initial naming accuracy further suggested that decline of the nondominant language may be more precipitous if that language was acquired later in life, but the critical interaction needed to support this possibility was not statistically significant in a logistic regression analysis. These results suggest that accessibility of the nondominant language may initially be more resilient in early versus more advanced AD, and that AD affects shared semantic representations before executive control declines to a point where the ability to name pictures in single-language testing block is disrupted. Additional work is needed to determine if asymmetrical decline patterns are magnified by late age of acquisition of the nondominant language, and if more subtle impairments to executive control underlie impairments to language switching that occur in the earliest stages of AD (even preclinically).
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Affiliation(s)
- Anne Neveu
- Department of Psychiatry, University of California, San Diego, La Jolla, CA, 92093, USA.
| | - Matthew Goldrick
- Department of Linguistics, Northwestern University, Evanston, IL, 60208, USA
| | - Daniel Kleinman
- Child Study Center, Yale University, New Haven, CT, 06519, USA
| | - David P Salmon
- Department of Neurosciences, University of California, San Diego, La Jolla, CA, 92093, USA
| | - Tamar H Gollan
- Department of Psychiatry, University of California, San Diego, La Jolla, CA, 92093, USA
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Vaughn KA, Tamber-Rosenau BJ, Hernandez AE. The Role of the Dorsolateral Prefrontal Cortex in Bilingual Language Switching and Non-Linguistic Task-Switching: Evidence from Multi-Voxel Pattern Analysis. BILINGUALISM (CAMBRIDGE, ENGLAND) 2024; 27:690-699. [PMID: 39583202 PMCID: PMC11580812 DOI: 10.1017/s1366728923000834] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/26/2024]
Abstract
Previous research suggests that bilingual language control requires domain-general cognitive control. Recent research suggests that exploration of individual differences is key for understanding the relationship between bilingual language control and cognitive control. The current study used multi-voxel pattern analysis (MVPA) to examine within-subject patterns of fMRI activity in the dorsolateral prefrontal cortex (DLPFC) during bilingual language switching and non-linguistic task-switching. We hypothesized that bilinguals would have identifiable, within-subject patterns of DLPFC activity for both types of switching and that bilinguals and monolinguals would differ in patterns of DLPFC activity for task-switching. We were unable to identify patterns of DLPFC activity associated with bilingual language switching. Task-switching was related to patterns of left DLPFC activity for both bilinguals and monolinguals, and there were identifiable patterns of right DLPFC activity for the bilinguals only. These findings suggest that the DLPFC is not the key brain structure connecting bilingual language and task-switching.
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Affiliation(s)
- Kelly A. Vaughn
- University of Houston
- University of Texas Health Science Center at Houston
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8
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Wolna A, Szewczyk J, Diaz M, Domagalik A, Szwed M, Wodniecka Z. Tracking Components of Bilingual Language Control in Speech Production: An fMRI Study Using Functional Localizers. NEUROBIOLOGY OF LANGUAGE (CAMBRIDGE, MASS.) 2024; 5:315-340. [PMID: 38832359 PMCID: PMC11093400 DOI: 10.1162/nol_a_00128] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 04/28/2023] [Accepted: 11/13/2023] [Indexed: 06/05/2024]
Abstract
When bilingual speakers switch back to speaking in their native language (L1) after having used their second language (L2), they often experience difficulty in retrieving words in their L1. This phenomenon is referred to as the L2 after-effect. We used the L2 after-effect as a lens to explore the neural bases of bilingual language control mechanisms. Our goal was twofold: first, to explore whether bilingual language control draws on domain-general or language-specific mechanisms; second, to investigate the precise mechanism(s) that drive the L2 after-effect. We used a precision fMRI approach based on functional localizers to measure the extent to which the brain activity that reflects the L2 after-effect overlaps with the language network (Fedorenko et al., 2010) and the domain-general multiple demand network (Duncan, 2010), as well as three task-specific networks that tap into interference resolution, lexical retrieval, and articulation. Forty-two Polish-English bilinguals participated in the study. Our results show that the L2 after-effect reflects increased engagement of domain-general but not language-specific resources. Furthermore, contrary to previously proposed interpretations, we did not find evidence that the effect reflects increased difficulty related to lexical access, articulation, and the resolution of lexical interference. We propose that difficulty of speech production in the picture naming paradigm-manifested as the L2 after-effect-reflects interference at a nonlinguistic level of task schemas or a general increase of cognitive control engagement during speech production in L1 after L2.
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Affiliation(s)
- Agata Wolna
- Institute of Psychology, Jagiellonian University, Kraków, Poland
| | - Jakub Szewczyk
- Institute of Psychology, Jagiellonian University, Kraków, Poland
- Donders Institute for Brain Cognition and Behaviour, Radboud University, Nijmegen, The Netherlands
- Max Planck Institute for Psycholinguistics, Nijmegen, The Netherlands
| | - Michele Diaz
- Social, Life, and Engineering Sciences Imaging Center, Pennsylvania State University, Pennsylvania, USA
| | | | - Marcin Szwed
- Institute of Psychology, Jagiellonian University, Kraków, Poland
| | - Zofia Wodniecka
- Institute of Psychology, Jagiellonian University, Kraków, Poland
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Timofeeva P, Finisguerra A, D’Argenio G, García AM, Carreiras M, Quiñones I, Urgesi C, Amoruso L. Switching off: disruptive TMS reveals distinct contributions of the posterior middle temporal gyrus and angular gyrus to bilingual speech production. Cereb Cortex 2024; 34:bhae188. [PMID: 38741267 PMCID: PMC11090997 DOI: 10.1093/cercor/bhae188] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2024] [Revised: 04/16/2024] [Accepted: 04/17/2024] [Indexed: 05/16/2024] Open
Abstract
The role of the left temporoparietal cortex in speech production has been extensively studied during native language processing, proving crucial in controlled lexico-semantic retrieval under varying cognitive demands. Yet, its role in bilinguals, fluent in both native and second languages, remains poorly understood. Here, we employed continuous theta burst stimulation to disrupt neural activity in the left posterior middle-temporal gyrus (pMTG) and angular gyrus (AG) while Italian-Friulian bilinguals performed a cued picture-naming task. The task involved between-language (naming objects in Italian or Friulian) and within-language blocks (naming objects ["knife"] or associated actions ["cut"] in a single language) in which participants could either maintain (non-switch) or change (switch) instructions based on cues. During within-language blocks, cTBS over the pMTG entailed faster naming for high-demanding switch trials, while cTBS to the AG elicited slower latencies in low-demanding non-switch trials. No cTBS effects were observed in the between-language block. Our findings suggest a causal involvement of the left pMTG and AG in lexico-semantic processing across languages, with distinct contributions to controlled vs. "automatic" retrieval, respectively. However, they do not support the existence of shared control mechanisms within and between language(s) production. Altogether, these results inform neurobiological models of semantic control in bilinguals.
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Affiliation(s)
- Polina Timofeeva
- BCBL, Basque Center on Cognition, Brain, and Language (BCBL), Paseo Mikeletegi 69, 2nd floor, 20009 San Sebastian, Spain
- Universidad del País Vasco (UPV/EHU), Doctoral School, 48940, Sarriena s/n, Leioa, Spain
| | - Alessandra Finisguerra
- Scientific Institute, IRCCS E. Medea, Via Cialdini 29, 33037, Pasian di Prato, UD, Italy
| | - Giulia D’Argenio
- Laboratory of Cognitive Neuroscience, Department of Languages and Literatures, Communication, Education and Society, University of Udine, Via Margreth 3, 33100, Udine, Italy
| | - Adolfo M García
- Cognitive Neuroscience Center (CNC), University of San Andres, Vito Dumas 284, B1644 BID, Buenos Aires, Argentina
- Global Brain Health Institute (GBHI), University of California, Parnassus 513, CA 94143, San Franscisco, United States & Trinity College Dublin, College Green, Dublin 2, D02X9W9, Ireland
- Departamento de Lingüística y Literatura, Facultad de Humanidades, Universidad de Santiago de Chile, Av. Libertador B. O'Higgins 3363, 9170022, Santiago de Chile, Chile
| | - Manuel Carreiras
- BCBL, Basque Center on Cognition, Brain, and Language (BCBL), Paseo Mikeletegi 69, 2nd floor, 20009 San Sebastian, Spain
- Universidad del País Vasco (UPV/EHU), Doctoral School, 48940, Sarriena s/n, Leioa, Spain
- Ikerbasque, Basque Foundation for Science, Plaza Euskadi 5, 48009, Bilbao, Spain
| | - Ileana Quiñones
- Ikerbasque, Basque Foundation for Science, Plaza Euskadi 5, 48009, Bilbao, Spain
- Neurosciences Department, BioGipuzkoa Health Research Institute, Paseo Dr. Begiristain s/n, 20014, San Sebastian, Spain
| | - Cosimo Urgesi
- Scientific Institute, IRCCS E. Medea, Via Cialdini 29, 33037, Pasian di Prato, UD, Italy
- Laboratory of Cognitive Neuroscience, Department of Languages and Literatures, Communication, Education and Society, University of Udine, Via Margreth 3, 33100, Udine, Italy
| | - Lucia Amoruso
- BCBL, Basque Center on Cognition, Brain, and Language (BCBL), Paseo Mikeletegi 69, 2nd floor, 20009 San Sebastian, Spain
- Cognitive Neuroscience Center (CNC), University of San Andres, Vito Dumas 284, B1644 BID, Buenos Aires, Argentina
- Ikerbasque, Basque Foundation for Science, Plaza Euskadi 5, 48009, Bilbao, Spain
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10
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Lei VLC, Leong TI, Leong CT, Liu L, Choi CU, Sereno MI, Li D, Huang R. Phase-encoded fMRI tracks down brainstorms of natural language processing with subsecond precision. Hum Brain Mapp 2024; 45:e26617. [PMID: 38339788 PMCID: PMC10858339 DOI: 10.1002/hbm.26617] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2023] [Revised: 12/04/2023] [Accepted: 01/21/2024] [Indexed: 02/12/2024] Open
Abstract
Natural language processing unfolds information overtime as spatially separated, multimodal, and interconnected neural processes. Existing noninvasive subtraction-based neuroimaging techniques cannot simultaneously achieve the spatial and temporal resolutions required to visualize ongoing information flows across the whole brain. Here we have developed rapid phase-encoded designs to fully exploit the temporal information latent in functional magnetic resonance imaging data, as well as overcoming scanner noise and head-motion challenges during overt language tasks. We captured real-time information flows as coherent hemodynamic waves traveling over the cortical surface during listening, reading aloud, reciting, and oral cross-language interpreting tasks. We were able to observe the timing, location, direction, and surge of traveling waves in all language tasks, which were visualized as "brainstorms" on brain "weather" maps. The paths of hemodynamic traveling waves provide direct evidence for dual-stream models of the visual and auditory systems as well as logistics models for crossmodal and cross-language processing. Specifically, we have tracked down the step-by-step processing of written or spoken sentences first being received and processed by the visual or auditory streams, carried across language and domain-general cognitive regions, and finally delivered as overt speeches monitored through the auditory cortex, which gives a complete picture of information flows across the brain during natural language functioning. PRACTITIONER POINTS: Phase-encoded fMRI enables simultaneous imaging of high spatial and temporal resolution, capturing continuous spatiotemporal dynamics of the entire brain during real-time overt natural language tasks. Spatiotemporal traveling wave patterns provide direct evidence for constructing comprehensive and explicit models of human information processing. This study unlocks the potential of applying rapid phase-encoded fMRI to indirectly track the underlying neural information flows of sequential sensory, motor, and high-order cognitive processes.
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Affiliation(s)
- Victoria Lai Cheng Lei
- Centre for Cognitive and Brain SciencesUniversity of MacauTaipaChina
- Faculty of Arts and HumanitiesUniversity of MacauTaipaChina
| | - Teng Ieng Leong
- Centre for Cognitive and Brain SciencesUniversity of MacauTaipaChina
- Faculty of Arts and HumanitiesUniversity of MacauTaipaChina
| | - Cheok Teng Leong
- Centre for Cognitive and Brain SciencesUniversity of MacauTaipaChina
- Faculty of Science and TechnologyUniversity of MacauTaipaChina
| | - Lili Liu
- Centre for Cognitive and Brain SciencesUniversity of MacauTaipaChina
- Faculty of Science and TechnologyUniversity of MacauTaipaChina
| | - Chi Un Choi
- Centre for Cognitive and Brain SciencesUniversity of MacauTaipaChina
| | - Martin I. Sereno
- Department of PsychologySan Diego State UniversitySan DiegoCaliforniaUSA
| | - Defeng Li
- Centre for Cognitive and Brain SciencesUniversity of MacauTaipaChina
- Faculty of Arts and HumanitiesUniversity of MacauTaipaChina
| | - Ruey‐Song Huang
- Centre for Cognitive and Brain SciencesUniversity of MacauTaipaChina
- Faculty of Science and TechnologyUniversity of MacauTaipaChina
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11
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DeLuca V, Voits T, Ni J, Carter F, Rahman F, Mazaheri A, Krott A, Segaert K. Mapping individual aspects of bilingual experience to adaptations in brain structure. Cereb Cortex 2024; 34:bhae029. [PMID: 38365272 PMCID: PMC10872681 DOI: 10.1093/cercor/bhae029] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2023] [Revised: 12/15/2023] [Accepted: 12/16/2023] [Indexed: 02/18/2024] Open
Abstract
Individual differences in using multiple languages are thought to differentially affect brain structure and function. The present study assessed the neuroanatomical predictions of an emerging theory, the Unifying the Bilingual Experience Trajectories framework, which provides the most comprehensive set of predictions of how individual differences in bilingual experiences lead to specific neural and cognitive adaptations. A total of 140 young adults with variable language experiences were scanned using magnetic resonance imaging and completed demographic questionnaires. Brain structure measures implicated in predictions of the Unifying the Bilingual Experience Trajectories model were extracted and regressed against the model's experiential factors. Consistent with the model's predictions, greater intensity and diversity of bilingual language use resulted in changes in gray matter volume in cortical regions involved in executive control (including inferior frontal gyrus, middle temporal gyrus, angular gyrus, and medial frontal gyrus), indicating adaptations toward handling increased executive control demands. Conversely, duration of bilingual engagement resulted in changes within white matter microstructure (bilateral superior longitudinal fasciculus) and increases in subcortical gray matter (left caudate), indicative of adaptations toward increased efficiency of control. Overall, this research enhances our understanding of how bilingual experiences influence brain structure and provides the first direct empirical evidence for the predictions made by the Unifying the Bilingual Experience Trajectories framework.
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Affiliation(s)
- Vincent DeLuca
- Department of Language and Culture, UiT The Arctic University of Norway, Tromso 9019, Norway
| | - Toms Voits
- Department of Language and Culture, UiT The Arctic University of Norway, Tromso 9019, Norway
- Department of Psychology, University of Gothenburg, Gothenburg 405 30, Sweden
| | - Jianzhang Ni
- School of Psychology and Centre for Human Brain Health, University of Birmingham, Birmingham, B15 2SA, United Kingdom
- Department of Psychiatry, The Chinese University of Hong Kong, Sha Tin, Hong Kong
| | - Felix Carter
- School of Psychological Science, University of Bristol, Bristol, BS8 1TU, United Kingdom
| | - Foyzul Rahman
- School of Psychology and Centre for Human Brain Health, University of Birmingham, Birmingham, B15 2SA, United Kingdom
- College of Psychology, Birmingham City University, Birmingham, B4 7BD, United Kingdom
| | - Ali Mazaheri
- School of Psychology and Centre for Human Brain Health, University of Birmingham, Birmingham, B15 2SA, United Kingdom
| | - Andrea Krott
- School of Psychology and Centre for Human Brain Health, University of Birmingham, Birmingham, B15 2SA, United Kingdom
| | - Katrien Segaert
- School of Psychology and Centre for Human Brain Health, University of Birmingham, Birmingham, B15 2SA, United Kingdom
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12
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Reyes M, Morales MJ, Bajo MT. Judgments of learning in bilinguals: Does studying in a L2 hinder learning monitoring? PLoS One 2023; 18:e0286516. [PMID: 38039293 PMCID: PMC10691729 DOI: 10.1371/journal.pone.0286516] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2022] [Accepted: 05/17/2023] [Indexed: 12/03/2023] Open
Abstract
Nowadays, use of a second language (L2) has taken a central role in daily activities. There are numerous contexts in which people have to process information, acquire new knowledge, or make decisions via a second language. For example, in academia and higher education, English is commonly used as the language of instruction and communication even though English might not be students' native or first language (L1) and they might not be proficient in it. Such students may face different challenges when studying and learning in L2 relative to contexts in which they study and learn in their L1, and this may affect their metamemory strategies. However, little is yet known about whether metamemory processes undergo significant changes when learning is carried out in L2. The aim of the present study was to investigate the possible consequences on learning derived from studying materials in L2 and, more specifically, to explore whether the interplay between monitoring and control (metamemory processes) changes as a function of the language involved. In three experiments, we explored whether font type (Experiment 1), concreteness (Experiment 2), and relatedness (Experiment 3) affected judgments of learning (JOLs) and memory performance in both L1 and L2. JOLs are considered the result of metacognitive strategies involved in the monitoring of learning and have been reported to vary with the difficulty of the material. The results of this study showed that people were able to monitor their learning in both L1 and L2, even though they judged L2 learning as more difficult than L1. Interestingly, self-perceived difficulty did not hinder learning, and people recognized L2 materials as well or better than L1 materials. We suggest that this might be an example of a desirable difficulty for memory.
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Affiliation(s)
- Marta Reyes
- Mind, Brain, and Behavior Research Center (CIMCYC), University of Granada, Granada, Spain
| | | | - Mª Teresa Bajo
- Mind, Brain, and Behavior Research Center (CIMCYC), University of Granada, Granada, Spain
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13
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Kang K, Xiao Y, Yu H, Diaz MT, Zhang H. Multilingual Language Diversity Protects Native Language Production under Different Control Demands. Brain Sci 2023; 13:1587. [PMID: 38002547 PMCID: PMC10670415 DOI: 10.3390/brainsci13111587] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2023] [Revised: 11/06/2023] [Accepted: 11/10/2023] [Indexed: 11/26/2023] Open
Abstract
The use of multiple languages has been found to influence individuals' cognitive abilities. Although some studies have also investigated the effect of multilingualism on non-native language proficiency, fewer studies have focused on how multilingual experience affects native language production. This study investigated the effect of multilingualism on native language production, specifically examining control demands through a semantic Go/No-Go picture naming task. The multilingual experience was quantified using language entropy, which measures the uncertainty and diversity of language use. Control demands were achieved by manipulating the proportion of Go (i.e., naming) trials in different conditions. Results showed that as control demands increased, multilingual individuals exhibited poorer behavioral performance and greater brain activation throughout the brain. Moreover, more diverse language use was associated with higher accuracy in naming and more interconnected brain networks with greater involvement of domain-general neural resources and less domain-specific neural resources. Notably, the varied and balanced use of multiple languages enabled multilingual individuals to respond more efficiently to increased task demands during native language production.
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Affiliation(s)
- Keyi Kang
- Centre for Cognitive and Brain Sciences, University of Macau, Taipa, Macau SAR, China
- Department of Psychology, University of Macau, Taipa, Macau SAR, China
| | - Yumeng Xiao
- Centre for Cognitive and Brain Sciences, University of Macau, Taipa, Macau SAR, China
| | - Hanxiang Yu
- Centre for Cognitive and Brain Sciences, University of Macau, Taipa, Macau SAR, China
| | - Michele T. Diaz
- Department of Psychology, The Pennsylvania State University, State College, PA 16801, USA
| | - Haoyun Zhang
- Centre for Cognitive and Brain Sciences, University of Macau, Taipa, Macau SAR, China
- Department of Psychology, University of Macau, Taipa, Macau SAR, China
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14
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Church JA. The Brain's Control Networks in Reading: Insights From Cross-Task Studies of Youth. MIND, BRAIN AND EDUCATION : THE OFFICIAL JOURNAL OF THE INTERNATIONAL MIND, BRAIN, AND EDUCATION SOCIETY 2023; 17:257-266. [PMID: 38745918 PMCID: PMC11091959 DOI: 10.1111/mbe.12372] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/19/2022] [Accepted: 06/04/2023] [Indexed: 05/16/2024]
Abstract
Humans engage multiple brain systems to read successfully, including using regions important for vision, language, and control. Control refers to the set of executive processes in the brain that guide moment-to-moment behavior in service of our goals. There is a growing appreciation for the role of the brain's control system in reading comprehension, in reading skill change over time, and in those who have difficulty with the reading process. One way to understand the brain's control engagement in reading may be to study control engagement across multiple tasks in order to study consistencies, or cross-task similarities, relative to reading-specific variations. In this commentary, I briefly summarize some of our recent work studying the brain's control networks across different tasks (e.g., when reading, or doing different executive function tasks). I then review our findings of when control activation does or does not relate to measures of reading ability, and reading growth over time. The utility of cross-task comparisons in neuroimaging is noted, as well as the need to better understand multiple sources of heterogeneity in our developmental samples. I end by discussing a few of the many future directions for further study of the brain with regard to the brain's control processing and academic achievement.
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15
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Liu X, Gao Z, Liu W, He X, Wang N. AoA-L2 and Usage-L2 modulate the functional neuroplasticity of the subcortex. BRAIN AND LANGUAGE 2023; 245:105323. [PMID: 37757503 DOI: 10.1016/j.bandl.2023.105323] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/13/2023] [Revised: 09/08/2023] [Accepted: 09/10/2023] [Indexed: 09/29/2023]
Abstract
Previous studies revealed structural differences in subcortical regions between monolinguals and bilinguals; however, whether the functional neuroplasticity of the subcortex is modulated by different bilingual experiences remains unclear. Here, we examined the effect of age of second language acquisition (AoA-L2) and usage of L2 (Usage-L2) on subcorto-cortical and intra-subcortical functional connectivity (FC) in bilinguals by using resting-state fMRI data. The relations between brain measurements and bilingual experiences were revealed by using multiple regression analysis. We found that increased AoA-L2 was mainly related to decreased subcortical FC involving the anterior thalamus, basal ganglia, and hippocampus. Increased Usage-L2 at home was mainly associated with decreased subcortical FC of the amygdala, globus pallidus, hippocampus, and nucleus accumbens. The FC of these subcortical regions displayed a positive relation with Usage-L2 in social settings. These findings reveal that bilingual experiences modulate the functional neuroplasticity of the subcortex in different ways.
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Affiliation(s)
- Xiaojin Liu
- Center for Educational Science and Technology, Beijing Normal University, Zhuhai 519087, China.
| | - Zhenni Gao
- Institute of Brain and Psychological Sciences, Sichuan Normal University, Chengdu, China
| | - Wen Liu
- Center for Educational Science and Technology, Beijing Normal University, Zhuhai 519087, China
| | - Xintong He
- Center for Educational Science and Technology, Beijing Normal University, Zhuhai 519087, China
| | - Naiyi Wang
- Institute of Educational Psychology and School Counseling, Faculty of Education, Beijing Normal University, Beijing 100875, China; Lab for Educational Neuroscience, Center for Educational Science and Technology, Faculty of Education, Beijing Normal University, Beijing 100875, China
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16
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Zhang K, Sun X, Yu C, Eggleston RL, Marks RA, Nickerson N, Caruso VC, Hu X, Tardif T, Chou T, Booth JR, Kovelman I. Phonological and morphological literacy skills in English and Chinese: A cross-linguistic neuroimaging comparison of Chinese-English bilingual and monolingual English children. Hum Brain Mapp 2023; 44:4812-4829. [PMID: 37483170 PMCID: PMC10400794 DOI: 10.1002/hbm.26419] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2022] [Revised: 06/20/2023] [Accepted: 07/05/2023] [Indexed: 07/25/2023] Open
Abstract
Over the course of literacy development, children learn to recognize word sounds and meanings in print. Yet, they do so differently across alphabetic and character-based orthographies such as English and Chinese. To uncover cross-linguistic influences on children's literacy, we asked young Chinese-English simultaneous bilinguals and English monolinguals (N = 119, ages 5-10) to complete phonological and morphological awareness (MA) literacy tasks. Children completed the tasks in the auditory modality in each of their languages during functional near-infrared spectroscopy neuroimaging. Cross-linguistically, comparisons between bilinguals' two languages revealed that the task that was more central to reading in a given orthography, such as phonological awareness (PA) in English and MA in Chinese, elicited less activation in the left inferior frontal and parietal regions. Group comparisons between bilinguals and monolinguals in English, their shared language of academic instruction, revealed that the left inferior frontal was less active during phonology but more active during morphology in bilinguals relative to monolinguals. MA skills are generally considered to have greater language specificity than PA skills. Bilingual literacy training in a skill that is maximally similar across languages, such as PA, may therefore yield greater automaticity for this skill, as reflected in the lower activation in bilinguals relative to monolinguals. This interpretation is supported by negative correlations between proficiency and brain activation. Together, these findings suggest that both the structural characteristics and literacy experiences with a given language can exert specific influences on bilingual and monolingual children's emerging brain networks for learning to read.
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Affiliation(s)
- Kehui Zhang
- Department of PsychologyUniversity of MichiganAnn ArborMichiganUSA
| | - Xin Sun
- Department of PsychologyUniversity of MichiganAnn ArborMichiganUSA
- Department of PsychologyUniversity of British ColumbiaVancouverBritish ColumbiaCanada
| | - Chi‐Lin Yu
- Department of PsychologyUniversity of MichiganAnn ArborMichiganUSA
| | | | - Rebecca A. Marks
- Department of PsychologyUniversity of MichiganAnn ArborMichiganUSA
- Department of Brain and Cognitive SciencesMassachusetts Institute of TechnologyCambridgeMassachusettsUSA
| | - Nia Nickerson
- Department of PsychologyUniversity of MichiganAnn ArborMichiganUSA
| | | | - Xiao‐Su Hu
- Department of PsychologyUniversity of MichiganAnn ArborMichiganUSA
| | - Twila Tardif
- Department of PsychologyUniversity of MichiganAnn ArborMichiganUSA
| | - Tai‐Li Chou
- Department of PsychologyNational Taiwan UniversityTaipeiTaiwan
| | - James R. Booth
- Department of Psychology and Human DevelopmentVanderbilt UniversityNashvilleTennesseeUSA
| | - Ioulia Kovelman
- Department of PsychologyUniversity of MichiganAnn ArborMichiganUSA
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17
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Coemans S, Struys E, Tsapkini K, Paquier P, Vandenborre D, Keulen S. Case report: the effects of cerebellar tDCS in bilingual post-stroke aphasia. Front Hum Neurosci 2023; 17:1173178. [PMID: 37545596 PMCID: PMC10398340 DOI: 10.3389/fnhum.2023.1173178] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2023] [Accepted: 06/15/2023] [Indexed: 08/08/2023] Open
Abstract
Transcranial Direct Current Stimulation may be a useful neuromodulation tool for enhancing the effects of speech and language therapy in people with aphasia, but research so far has focused on monolinguals. We present the effects of 9 sessions of anodal cerebellar tDCS (ctDCS) coupled with language therapy in a bilingual patient with chronic post-stroke aphasia caused by left frontal ischemia, in a double-blind, sham-controlled within-subject design. Language therapy was provided in his second language (L2). Both sham and anodal treatment improved trained picture naming in the treated language (L2), while anodal ctDCS in addition improved picture naming of untrained items in L2 and his first language, L1. Picture description improved in L2 and L1 after anodal ctDCS, but not after sham.
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Affiliation(s)
- Silke Coemans
- Brussels Centre for Language Studies (BCLS), Vrije Universiteit Brussels, Brussels, Belgium
| | - Esli Struys
- Brussels Centre for Language Studies (BCLS), Vrije Universiteit Brussels, Brussels, Belgium
- Center for Neurosciences (C4N), Vrije Universiteit Brussels, Brussels, Belgium
| | - Kyrana Tsapkini
- Department of Neurology, Johns Hopkins School of Medicine, Baltimore, MD, United States
- Department of Cognitive Science, Johns Hopkins University, Baltimore, MD, United States
| | - Philippe Paquier
- Brussels Centre for Language Studies (BCLS), Vrije Universiteit Brussels, Brussels, Belgium
- Center for Research in Cognition and Neurosciences (CRCN), Université Libre de Bruxelles, Brussels, Belgium
- Department of Translational Neurosciences (TNW), Universiteit Antwerpen (UA), Antwerp, Belgium
| | - Dorien Vandenborre
- Health and Wellbeing Research Unit, Thomas More University of Applied Sciences, Antwerp, Belgium
| | - Stefanie Keulen
- Brussels Centre for Language Studies (BCLS), Vrije Universiteit Brussels, Brussels, Belgium
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18
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Nugiel T, Mitchell ME, Demeter DV, Garza A, Cirino PT, Hernandez AE, Juranek J, Church JA. Brain Engagement During a Cognitive Flexibility Task Relates to Academic Performance in English Learners. MIND, BRAIN AND EDUCATION : THE OFFICIAL JOURNAL OF THE INTERNATIONAL MIND, BRAIN, AND EDUCATION SOCIETY 2023; 17:149-160. [PMID: 38770227 PMCID: PMC11103627 DOI: 10.1111/mbe.12362] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/31/2022] [Accepted: 04/13/2023] [Indexed: 05/22/2024]
Abstract
English Learners (ELs), students from non-English-speaking backgrounds, are a fast-growing, understudied, group of students in the U.S. with unique learning challenges. Cognitive flexibility-the ability to switch between task demands with ease-may be an important factor in learning for ELs as they have to manage learning in their non-dominant language and access knowledge in multiple languages. We used functional MRI to measure cognitive flexibility brain activity in a group of Hispanic middle school ELs (N = 63) and related it to their academic skills. We found that brain engagement during the cognitive flexibility task was related to both out-of-scanner reading and math measures. These relationships were observed across the brain, including in cognitive control, attention, and default mode networks. This work suggests the real-world importance of cognitive flexibility for adolescent ELs, where individual differences in brain engagement were associated with educational outcomes.
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Affiliation(s)
- Tehila Nugiel
- Carolina Institute for Developmental Disabilities, University of North Carolina at Chapel Hill
- Department of Psychology and Neuroscience, University of North Carolina at Chapel Hill
| | - Mackenzie E Mitchell
- Department of Psychology and Neuroscience, University of North Carolina at Chapel Hill
| | - Damion V Demeter
- Department of Cognitive Science, University of California San Diego
| | | | | | | | - Jenifer Juranek
- Department of Pediatrics, University of Texas Health Science Center
| | - Jessica A Church
- Department of Psychology, The University of Texas at Austin
- Biomedical Imaging Center, The University of Texas at Austin
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19
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Ballarini T, Kuhn E, Röske S, Altenstein S, Bartels C, Buchholz F, Buerger K, Dechent P, Dobisch L, Ewers M, Fliessbach K, Freiesleben SD, Frommann I, Gabelin T, Glanz W, Görß D, Haynes JD, Incesoy EI, Janowitz D, Kilimann I, Kleineidam L, Kobeleva X, Laske C, Lohse A, Maier F, Munk MH, Perneczky R, Peters O, Priller J, Rauchmann BS, Roy N, Scheffler K, Schneider A, Schott BH, Spottke A, Spruth EJ, Teipel S, Wiltfang J, Wolfsgruber S, Düzel E, Jessen F, Wagner M. Linking early-life bilingualism and cognitive advantage in older adulthood. Neurobiol Aging 2023; 124:18-28. [PMID: 36706574 DOI: 10.1016/j.neurobiolaging.2022.12.005] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/10/2021] [Revised: 12/06/2022] [Accepted: 12/11/2022] [Indexed: 12/15/2022]
Abstract
Previous studies have identified bilingualism as a protective factor against dementia. Here we aimed to test whether being bilingual at different life stages impacts cognition and brain structure in older adulthood. We included 746 participants from the DZNE-Longitudinal Cognitive Impairment and Dementia Study (DELCODE). Assessment of bilingualism at 3 life stages (early: 13-30, middle: 30-65 and late: over 65 years old) was determined with the Lifetime of Experiences Questionnaire. Individuals reporting bilingualism (i.e., daily use of L2) in the early life stage outperformed monolinguals on learning & memory, working-memory, executive functions and language. Bilingualism in middle life stage showed a significant advantage on learning & memory, while no effect of bilingualism in old life stage was identified. Brain gray matter volume was not associated with L2 use and did not differ between groups. However, stronger correlations between brain gray matter volume in selected brain regions and cognitive performance were found in bilingual participants in the early and middle life stages. Our results indicate that bilingualism in early life might provide a long-lasting protective effect on cognition and shape the brain to sustain cognitive performance in older adulthood.
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Affiliation(s)
| | - Elizabeth Kuhn
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany
| | - Sandra Röske
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany
| | - Slawek Altenstein
- German Center for Neurodegenerative Diseases (DZNE), Berlin, Germany; Department of Psychiatry and Psychotherapy, Charité, Berlin, Germany
| | - Claudia Bartels
- Department of Psychiatry and Psychotherapy, University Medical Center Goettingen, University of Goettingen, Goettingen, Germany
| | - Friederike Buchholz
- Department of Psychiatry, Charité-Universitätsmedizin Berlin, Berlin, Germany
| | - Katharina Buerger
- German Center for Neurodegenerative Diseases (DZNE), Munich, Germany; Institute for Stroke and Dementia Research (ISD), University Hospital, LMU, Munich, Germany
| | - Peter Dechent
- MR-Research in Neurosciences, Department of Cognitive Neurology, Georg-August-University Goettingen, Goettingen, Germany
| | - Laura Dobisch
- German Center for Neurodegenerative Diseases (DZNE), Magdeburg, Germany; Institute of Cognitive Neurology and Dementia Research (IKND), Otto-von-Guericke University, Magdeburg, Germany
| | - Michael Ewers
- German Center for Neurodegenerative Diseases (DZNE), Munich, Germany; Institute for Stroke and Dementia Research (ISD), University Hospital, LMU, Munich, Germany
| | - Klaus Fliessbach
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany; Department of Neurodegenerative Disease and Geriatric Psychiatry/Psychiatry, University of Bonn Medical Center, Bonn, Germany
| | - Silka Dawn Freiesleben
- German Center for Neurodegenerative Diseases (DZNE), Berlin, Germany; Department of Psychiatry, Charité-Universitätsmedizin Berlin, Berlin, Germany
| | - Ingo Frommann
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany; Department of Neurodegenerative Disease and Geriatric Psychiatry/Psychiatry, University of Bonn Medical Center, Bonn, Germany
| | - Tatjana Gabelin
- Department of Psychiatry, Charité-Universitätsmedizin Berlin, Berlin, Germany
| | - Wenzel Glanz
- German Center for Neurodegenerative Diseases (DZNE), Magdeburg, Germany
| | - Doreen Görß
- Department of Psychosomatic Medicine, Rostock University Medical Center, Rostock, Germany
| | - John Dylan Haynes
- Bernstein Center for Computational Neuroscience, Charité - Universitätsmedizin, Berlin, Germany
| | - Enise I Incesoy
- German Center for Neurodegenerative Diseases (DZNE), Magdeburg, Germany
| | - Daniel Janowitz
- Institute for Stroke and Dementia Research (ISD), University Hospital, LMU, Munich, Germany
| | - Ingo Kilimann
- Department of Psychosomatic Medicine, Rostock University Medical Center, Rostock, Germany; German Center for Neurodegenerative Diseases (DZNE), Rostock, Germany
| | - Luca Kleineidam
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany
| | - Xenia Kobeleva
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany
| | - Christoph Laske
- German Center for Neurodegenerative Diseases (DZNE), Tübingen, Germany; Section for Dementia Research, Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy, University of Tübingen, Tübingen, Germany
| | - Andrea Lohse
- Department of Psychiatry and Psychotherapy, Charité, Berlin, Germany
| | - Franziska Maier
- Department of Psychiatry, Medical Faculty, University of Cologne, Cologne, Germany
| | - Matthias H Munk
- German Center for Neurodegenerative Diseases (DZNE), Tübingen, Germany; Section for Dementia Research, Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy, University of Tübingen, Tübingen, Germany
| | - Robert Perneczky
- German Center for Neurodegenerative Diseases (DZNE), Munich, Germany; Department of Psychiatry and Psychotherapy, University Hospital, LMU, Munich, Germany; Munich Cluster for Systems Neurology (SyNergy), Munich, Germany; Ageing Epidemiology Research Unit (AGE), School of Public Health, Imperial College London, London, UK
| | - Oliver Peters
- German Center for Neurodegenerative Diseases (DZNE), Berlin, Germany; Department of Psychiatry, Charité-Universitätsmedizin Berlin, Berlin, Germany
| | - Josef Priller
- German Center for Neurodegenerative Diseases (DZNE), Berlin, Germany; Department of Psychiatry and Psychotherapy, Charité, Berlin, Germany; Department of Psychiatry and Psychotherapy, School of Medicine, Technical University of Munich, Munich, Germany; University of Edinburgh and UK DRI, Edinburgh, UK
| | | | - Nina Roy
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany
| | - Klaus Scheffler
- Department for Biomedical Magnetic Resonance, University of Tübingen, Tübingen, Germany
| | - Anja Schneider
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany; Department of Neurodegenerative Disease and Geriatric Psychiatry/Psychiatry, University of Bonn Medical Center, Bonn, Germany
| | - Björn H Schott
- Department of Psychiatry and Psychotherapy, University Medical Center Goettingen, University of Goettingen, Goettingen, Germany; German Center for Neurodegenerative Diseases (DZNE), Goettingen, Germany; Leibniz Institute for Neurobiology, Magdeburg, Germany
| | - Annika Spottke
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany; Department of Neurology, University of Bonn, Bonn, Germany
| | - Eike Jakob Spruth
- German Center for Neurodegenerative Diseases (DZNE), Berlin, Germany; Department of Psychiatry and Psychotherapy, Charité, Berlin, Germany
| | - Stefan Teipel
- Department of Psychosomatic Medicine, Rostock University Medical Center, Rostock, Germany; German Center for Neurodegenerative Diseases (DZNE), Rostock, Germany
| | - Jens Wiltfang
- Department of Psychiatry and Psychotherapy, University Medical Center Goettingen, University of Goettingen, Goettingen, Germany; German Center for Neurodegenerative Diseases (DZNE), Goettingen, Germany; Department of Medical Sciences, Neurosciences and Signaling Group, Institute of Biomedicine (iBiMED), University of Aveiro, Portugal
| | - Steffen Wolfsgruber
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany; Department of Neurodegenerative Disease and Geriatric Psychiatry/Psychiatry, University of Bonn Medical Center, Bonn, Germany
| | - Emrah Düzel
- German Center for Neurodegenerative Diseases (DZNE), Magdeburg, Germany; Institute of Cognitive Neurology and Dementia Research (IKND), Otto-von-Guericke University, Magdeburg, Germany
| | - Frank Jessen
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany; Department of Psychiatry, Medical Faculty, University of Cologne, Cologne, Germany; Excellence Cluster on Cellular Stress Responses in Aging-Associated Diseases (CECAD), University of Cologne, Cologne, Germany
| | - Michael Wagner
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany; Department of Neurodegenerative Disease and Geriatric Psychiatry/Psychiatry, University of Bonn Medical Center, Bonn, Germany
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20
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Palomar-García MÁ, Villar-Rodríguez E, Pérez-Lozano C, Sanjuán A, Bueichekú E, Miró-Padilla A, Costumero V, Adrián-Ventura J, Parcet MA, Ávila C. Two different brain networks underlying picture naming with familiar pre-existing native words and new vocabulary. BRAIN AND LANGUAGE 2023; 237:105231. [PMID: 36716643 DOI: 10.1016/j.bandl.2023.105231] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/02/2021] [Revised: 12/18/2022] [Accepted: 01/18/2023] [Indexed: 06/18/2023]
Abstract
The present research used fMRI to longitudinally investigate the impact of learning new vocabulary on the activation pattern of the language control network by measuring BOLD signal changes during picture naming tasks with familiar pre-existing native words (old words) and new vocabulary. Nineteen healthy participants successfully learned new synonyms for already known Spanish words, and they performed a picture naming task using the old words and the new words immediately after learning and two weeks after learning. The results showed that naming with old words, compared to naming with newly learned words, produced activations in a cortical network involving frontal and parietal regions, whereas the opposite contrast showed activation in a broader cortical/subcortical network, including the SMA/ACC, the hippocampus, and the midbrain. These two networks are maintained two weeks after learning. These results suggest that the language control network can be separated into two functional circuits for diverse cognitive purposes.
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Affiliation(s)
| | - Esteban Villar-Rodríguez
- Neuropsychology and Functional Neuroimaging Group, Department of Basic Psychology, Clinical Psychology and Psychobiology, University Jaume I, 12071 Castellón, Spain
| | - Cristina Pérez-Lozano
- Neuropsychology and Functional Neuroimaging Group, Department of Basic Psychology, Clinical Psychology and Psychobiology, University Jaume I, 12071 Castellón, Spain
| | - Ana Sanjuán
- Neuropsychology and Functional Neuroimaging Group, Department of Basic Psychology, Clinical Psychology and Psychobiology, University Jaume I, 12071 Castellón, Spain
| | - Elisenda Bueichekú
- Gordon Center for Medical Imaging, Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02115, United States
| | - Anna Miró-Padilla
- Neuropsychology and Functional Neuroimaging Group, Department of Basic Psychology, Clinical Psychology and Psychobiology, University Jaume I, 12071 Castellón, Spain
| | - Victor Costumero
- Neuropsychology and Functional Neuroimaging Group, Department of Basic Psychology, Clinical Psychology and Psychobiology, University Jaume I, 12071 Castellón, Spain
| | | | - María-Antonia Parcet
- Neuropsychology and Functional Neuroimaging Group, Department of Basic Psychology, Clinical Psychology and Psychobiology, University Jaume I, 12071 Castellón, Spain
| | - César Ávila
- Neuropsychology and Functional Neuroimaging Group, Department of Basic Psychology, Clinical Psychology and Psychobiology, University Jaume I, 12071 Castellón, Spain
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21
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Declerck M, Kirk NW. No evidence for a mixing benefit-A registered report of voluntary dialect switching. PLoS One 2023; 18:e0282086. [PMID: 37141213 PMCID: PMC10159105 DOI: 10.1371/journal.pone.0282086] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2022] [Accepted: 02/07/2023] [Indexed: 05/05/2023] Open
Abstract
Previous language production research with bidialectals has provided evidence for similar language control processes as during bilingual language production. In the current study, we aimed to further investigate this claim by examining bidialectals with a voluntary language switching paradigm. Research with bilinguals performing the voluntary language switching paradigm has consistently shown two effects. First, the cost of switching languages, relative to staying in the same language, is similar across the two languages. The second effect is more uniquely connected to voluntary language switching, namely a benefit when performing in mixed language blocks relative to single language blocks, which has been connected to proactive language control. While the bidialectals in this study also showed symmetrical switch costs, no mixing effect was observed. These results could be taken as evidence that bidialectal and bilingual language control are not entirely similar.
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Affiliation(s)
- Mathieu Declerck
- Linguistics and Literary Studies, Vrije Universiteit Brussel, Brussels, Belgium
| | - Neil W Kirk
- Division of Psychology & Forensice Sciences, Abertay University, Dundee, Scotland, United Kingdom
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22
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Mendez MF. Can Speaking More Than One Language Help Prevent Alzheimer's Disease? J Alzheimers Dis 2023; 95:363-377. [PMID: 37545240 DOI: 10.3233/jad-230285] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/08/2023]
Abstract
Alzheimer's disease (AD) is an age-related neurocognitive disorder that is epidemic in the elderly population. Currently, there are limited pharmacological interventions, and this has heightened the urgency to identify potential preventable or modifiable risk factors that promote resilience to the neuropathological effects of AD. The regular use of two or more languages is one such factor that may increases cognitive reserve through the long-standing executive control involved in managing multiple languages in the brain. There is also evidence that bilingualism is associated with increased brain reserve or maintenance, particularly in frontal-executive structures and networks. This review examines the current, sometimes conflicting literature on bi/multilingualism and AD. These studies have confounding variations in the assessment of age of second language onset, language proficiency, language usage, and whether determining incidence of AD or age of symptom onset. Despite these limitations, most publications support the presence of increased frontal-executive reserve that compensates for the development of AD neuropathology and, thereby, delays the emergence of clinical symptoms of dementia by about 4-5 years. Although regularly speaking more than one language does not protect against AD neuropathology, the delay in its clinical expression has a potentially significant impact on the lifelong morbidity from this age-related disease. Learning other languages may be an important modifiable factor for delaying the clinical expression of AD in later life.
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Affiliation(s)
- Mario F Mendez
- Departments of Neurology and Psychiatry & Biobehavioral Sciences, David Geffen School of Medicine, University of California, Los Angeles, and Neurology Service, Neurobehavior Unit, U.S. Department of Veterans Affairs Greater Los Angeles Healthcare System, Los Angeles, CA, USA
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23
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Fedeli D, Del Maschio N, Del Mauro G, Defendenti F, Sulpizio S, Abutalebi J. Cingulate cortex morphology impacts on neurofunctional activity and behavioral performance in interference tasks. Sci Rep 2022; 12:13684. [PMID: 35953536 PMCID: PMC9372177 DOI: 10.1038/s41598-022-17557-6] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2022] [Accepted: 07/27/2022] [Indexed: 12/25/2022] Open
Abstract
Inhibitory control is the capacity to withhold or suppress a thought or action intentionally. The anterior Midcingulate Cortex (aMCC) participates in response inhibition, a proxy measure of inhibitory control. Recent research suggests that response inhibition is modulated by individual variability in the aMCC sulcal morphology. However, no study has investigated if this phenomenon is associated with neurofunctional differences during a task. In this study, 42 participants performed an Attention Network Task and a Numerical Stroop task in an MRI scanner. We investigated differences in brain activity and response inhibition efficiency between individuals with symmetric and asymmetric aMCC sulcal patterns. The results showed that aMCC morphological variability is partly associated with inhibitory control, and revealed greater activation in individuals with symmetric patterns during the Stroop task. Our findings provide novel insights into the functional correlates of the relationship between aMCC morphology and executive abilities.
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Affiliation(s)
- Davide Fedeli
- Neuroradiology Department, Fondazione IRCCS Istituto Neurologico Carlo Besta, Milan, Italy.,Centre for Neurolinguistics and Psycholinguistics (CNPL), Università Vita-Salute San Raffaele, Via Olgettina, 58, 20132, Milan, Italy
| | - Nicola Del Maschio
- Centre for Neurolinguistics and Psycholinguistics (CNPL), Università Vita-Salute San Raffaele, Via Olgettina, 58, 20132, Milan, Italy
| | - Gianpaolo Del Mauro
- Centre for Neurolinguistics and Psycholinguistics (CNPL), Università Vita-Salute San Raffaele, Via Olgettina, 58, 20132, Milan, Italy
| | - Federica Defendenti
- Centre for Neurolinguistics and Psycholinguistics (CNPL), Università Vita-Salute San Raffaele, Via Olgettina, 58, 20132, Milan, Italy
| | - Simone Sulpizio
- Department of Psychology, University of Milano-Bicocca, Milan, Italy.,Milan Center for Neuroscience (NeuroMi), University of Milano-Bicocca, Milan, Italy
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24
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Tomić A, Kaan E. Oscillatory brain responses to processing code-switches in the presence of others. BRAIN AND LANGUAGE 2022; 231:105139. [PMID: 35687945 DOI: 10.1016/j.bandl.2022.105139] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/27/2021] [Revised: 05/23/2022] [Accepted: 05/24/2022] [Indexed: 06/15/2023]
Abstract
Code-switching, i.e. the alternation between languages in a conversation, is a typical, yet socially-constrained practice in bilingual communities. For instance, code-switching is permissible only when other conversation partners are fluent in both languages. Studying code-switching provides insight in the cognitive and neural mechanisms underlying language control, and their modulation by linguistic and non-linguistic factors. Using time-frequency representations, we analyzed brain oscillation changes in EEG data recorded in a prior study (Kaan et al., 2020). In this study, Spanish-English bilinguals read sentences with and without switches in the presence of a bilingual or monolingual partner. Consistent with prior studies, code-switches were associated with a power decrease in the lower beta band (15-18 Hz). In addition, code-switches were associated with a power decrease in the upper gamma band (40-50 Hz), but only when a bilingual partner was present, suggesting the semantic/pragmatic processing of code-switches differs depending on who is present.
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Affiliation(s)
- Aleksandra Tomić
- University of Florida, Department of Linguistics, Gainesville, FL 32611, USA; UiT The Arctic University of Norway, Department of Language and Culture, 9037 Tromsø, Norway.
| | - Edith Kaan
- University of Florida, Department of Linguistics, Gainesville, FL 32611, USA
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25
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Wu R, Struys E. A Domain-General Monitoring Account of Bilingual Language Control in Recognition: The Role of Language Dominance and Bilingual Experience. Front Psychol 2022; 13:854898. [PMID: 35496216 PMCID: PMC9039186 DOI: 10.3389/fpsyg.2022.854898] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2022] [Accepted: 03/18/2022] [Indexed: 11/17/2022] Open
Abstract
The ability of bilingual individuals to manage two competing languages is assumed to rely on both domain-specific language control and domain-general control mechanisms. However, previous studies have reported mixed findings about the extent and nature of cross-domain generality. The present study examined the role of language dominance, along with bilingual language experience, in the relationship between word recognition and domain-general cognitive control. Two single-language lexical decision tasks (one in L1 and another in L2) and a domain-general flanker task were administered to bilinguals who live in the sociolinguistic context of a minority and a majority language, namely, Uyghur (L1) and Chinese (L2), respectively. The results showed a diversity in language dominance patterns with better performance in L2 than L1 in the recognition modality, even for participants who self-identified as globally being dominant in L1. This finding reflected all bilinguals’ self-evaluation that their preferred language for reading was L2, suggesting that language dominance is dynamic, depending on what language modality is measured. Furthermore, it was found that an earlier onset age of L2 acquisition (but not recent exposure) and a higher across-modality dominance in L2 were related to faster L2 word recognition. When self-reported language dominance was operationalised as a grouping variable, it was further found that both across-modality L1- and L2-dominant bilingual participants demonstrated a significant relationship between L2 word recognition and domain-general monitoring control, while only L1-dominant bilinguals additionally tapped into inhibitory control, indexed by the flanker effect during L2 word recognition. These findings suggest that language dominance has an impact on the extent and nature of the overlap in control mechanisms across specific linguistic and domain-general cognitive domains and add evidence to a domain-general monitoring account of bilingual word recognition.
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Affiliation(s)
- Ruilin Wu
- Centre for Linguistics, Department of Linguistics and Literary Studies, Vrije Universiteit Brussel, Brussels, Belgium.,Centre for Neurosciences, Vrije Universiteit Brussel, Brussels, Belgium
| | - Esli Struys
- Centre for Linguistics, Department of Linguistics and Literary Studies, Vrije Universiteit Brussel, Brussels, Belgium.,Centre for Neurosciences, Vrije Universiteit Brussel, Brussels, Belgium
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26
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DeLuca V, Voits T. Bilingual experience affects white matter integrity across the lifespan. Neuropsychologia 2022; 169:108191. [DOI: 10.1016/j.neuropsychologia.2022.108191] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2021] [Revised: 02/18/2022] [Accepted: 02/24/2022] [Indexed: 01/28/2023]
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27
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Jiao L, Meng N, Wang Z, Schwieter JW, Liu C. Partially shared neural mechanisms of language control and executive control in bilinguals: Meta-analytic comparisons of language and task switching studies. Neuropsychologia 2022; 172:108273. [DOI: 10.1016/j.neuropsychologia.2022.108273] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2021] [Revised: 05/15/2022] [Accepted: 05/17/2022] [Indexed: 01/28/2023]
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28
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Mosca M, Manawamma C, de Bot K. When Language Switching is Cost-Free: The Effect of Preparation Time. Cogn Sci 2022; 46:e13105. [PMID: 35167142 DOI: 10.1111/cogs.13105] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2020] [Revised: 01/18/2022] [Accepted: 01/23/2022] [Indexed: 11/29/2022]
Abstract
Previous research has shown that language switching is costly, and that these costs are likely to persist even when speakers are given ample time to prepare. The aim of this study was to determine whether there are cognitive limitations to speakers' ability to prepare for a switch, or whether a new language can be prepared in advance and any cost to switch language eliminated. To explore this, language switching costs were measured in a group of Dutch-English (L1-L2) bilinguals who named pictures in their two languages while the preparation time was manipulated. The participants were given either no time to prepare (cue to stimulus interval, CSI: 0 ms), or some time to prepare, for the target language (CSI: 250, 500, and 800 ms). The results revealed that when speakers had no time to prepare, language switching was costly. However, when preparation time was provided, switching costs disappeared. This suggests that there might be no cognitive limitations to the ability to prepare for a language switch, and that, provided enough preparation time, the effort to switch language could be eliminated. This finding might also explain why normal code-switched conversations seem effortless, as speakers typically have ample time to prepare for the language switch.
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Affiliation(s)
- Michela Mosca
- Division of Cognitive Psychology, University of Potsdam
| | - Chaya Manawamma
- European Master in Clinical Linguistics, University of Groningen.,European Master in Clinical Linguistics, University of Potsdam.,European Master in Clinical Linguistics, University of Eastern Finland
| | - Kees de Bot
- Department of Applied Linguistics, University of Pannonia
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29
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Gallo F, DeLuca V, Prystauka Y, Voits T, Rothman J, Abutalebi J. Bilingualism and Aging: Implications for (Delaying) Neurocognitive Decline. Front Hum Neurosci 2022; 16:819105. [PMID: 35185498 PMCID: PMC8847162 DOI: 10.3389/fnhum.2022.819105] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2021] [Accepted: 01/11/2022] [Indexed: 12/27/2022] Open
Abstract
As a result of advances in healthcare, the worldwide average life expectancy is steadily increasing. However, this positive trend has societal and individual costs, not least because greater life expectancy is linked to higher incidence of age-related diseases, such as dementia. Over the past few decades, research has isolated various protective "healthy lifestyle" factors argued to contribute positively to cognitive aging, e.g., healthy diet, physical exercise and occupational attainment. The present article critically reviews neuroscientific evidence for another such factor, i.e., speaking multiple languages. Moreover, with multiple societal stakeholders in mind, we contextualize and stress the importance of the research program that seeks to uncover and understand potential connections between bilingual language experience and cognitive aging trajectories, inclusive of the socio-economic impact it can have. If on the right track, this is an important line of research because bilingualism has the potential to cross-over socio-economic divides to a degree other healthy lifestyle factors currently do not and likely cannot.
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Affiliation(s)
- Federico Gallo
- Centre for Cognition and Decision Making, Institute for Cognitive Neuroscience, National Research University Higher School of Economics, Moscow, Russia
- Centre for Neurolinguistics and Psycholinguistics (CNPL), Vita-Salute San Raffaele University, Milan, Italy
| | - Vincent DeLuca
- PoLaR Lab, AcqVA Aurora Centre, UiT-The Arctic University of Norway, Tromsø, Norway
| | - Yanina Prystauka
- PoLaR Lab, AcqVA Aurora Centre, UiT-The Arctic University of Norway, Tromsø, Norway
| | - Toms Voits
- PoLaR Lab, AcqVA Aurora Centre, UiT-The Arctic University of Norway, Tromsø, Norway
| | - Jason Rothman
- PoLaR Lab, AcqVA Aurora Centre, UiT-The Arctic University of Norway, Tromsø, Norway
- Centro de Investigación Nebrija en Cognición (CINC), University Nebrija, Madrid, Spain
| | - Jubin Abutalebi
- Centre for Neurolinguistics and Psycholinguistics (CNPL), Vita-Salute San Raffaele University, Milan, Italy
- PoLaR Lab, AcqVA Aurora Centre, UiT-The Arctic University of Norway, Tromsø, Norway
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30
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Sala A, Malpetti M, Farsad M, Lubian F, Magnani G, Frasca Polara G, Epiney J, Abutalebi J, Assal F, Garibotto V, Perani D. Lifelong bilingualism and mechanisms of neuroprotection in Alzheimer dementia. Hum Brain Mapp 2022; 43:581-592. [PMID: 34729858 PMCID: PMC8720191 DOI: 10.1002/hbm.25605] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2021] [Revised: 06/28/2021] [Accepted: 07/14/2021] [Indexed: 11/08/2022] Open
Abstract
Lifelong bilingualism is associated with delayed dementia onset, suggesting a protective effect on the brain. Here, we aim to study the effects of lifelong bilingualism as a dichotomous and continuous phenomenon, on brain metabolism and connectivity in individuals with Alzheimer's dementia. Ninety-eight patients with Alzheimer's dementia (56 monolinguals; 42 bilinguals) from three centers entered the study. All underwent an [18F]-fluorodeoxyglucose positron emission tomography (PET) imaging session. A language background questionnaire measured the level of language use for conversation and reading. Severity of brain hypometabolism and strength of connectivity of the major neurocognitive networks was compared across monolingual and bilingual individuals, and tested against the frequency of second language life-long usage. Age, years of education, and MMSE score were included in all above mentioned analyses as nuisance covariates. Cerebral hypometabolism was more severe in bilingual compared to monolingual patients; severity of hypometabolism positively correlated with the degree of second language use. The metabolic connectivity analyses showed increased connectivity in the executive, language, and anterior default mode networks in bilingual compared to monolingual patients. The change in neuronal connectivity was stronger in subjects with higher second language use. All effects were most pronounced in the left cerebral hemisphere. The neuroprotective effects of lifelong bilingualism act both against neurodegenerative processes and through the modulation of brain networks connectivity. These findings highlight the relevance of lifelong bilingualism in brain reserve and compensation, supporting bilingual education and social interventions aimed at usage, and maintenance of two or more languages, including dialects, especially crucial in the elderly people.
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Affiliation(s)
- Arianna Sala
- San Raffaele UniversityMilanItaly
- Division of NeuroscienceIRCCS San RaffaeleMilanItaly
| | - Maura Malpetti
- Division of NeuroscienceIRCCS San RaffaeleMilanItaly
- Department of Clinical NeurosciencesUniversity of CambridgeCambridgeUK
| | - Mohsen Farsad
- Nuclear Medicine UnitAzienda Sanitaria dell'Alto Adige BolzanoBolzanoItaly
| | - Francesca Lubian
- Nuclear Medicine UnitAzienda Sanitaria dell'Alto Adige BolzanoBolzanoItaly
| | | | | | | | | | - Frédéric Assal
- Neurology DepartmentUniversity Hospitals GenevaGenevaSwitzerland
| | - Valentina Garibotto
- Division of Nuclear Medicine and Molecular Imaging, Diagnostic DepartmentUniversity Hospitals GenevaGenevaSwitzerland
- NIMTLab, Faculty of MedicineUniversity of GenevaGenevaSwitzerland
| | - Daniela Perani
- San Raffaele UniversityMilanItaly
- Division of NeuroscienceIRCCS San RaffaeleMilanItaly
- Nuclear Medicine UnitSan Raffaele HospitalMilanItaly
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31
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Current exposure to a second language modulates bilingual visual word recognition: An EEG study. Neuropsychologia 2022; 164:108109. [PMID: 34875300 DOI: 10.1016/j.neuropsychologia.2021.108109] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2021] [Revised: 12/01/2021] [Accepted: 12/03/2021] [Indexed: 02/07/2023]
Abstract
Bilingual word recognition has been the focus of much empirical work, but research on potential modulating factors, such as individual differences in L2 exposure, are limited. This study represents a first attempt to determine the impact of L2-exposure on bilingual word recognition in both languages. To this end, highly fluent bilinguals were split into two groups according to their L2-exposure, and performed a semantic categorisation task while recording their behavioural responses and electro-cortical (EEG) signal. We predicted that lower L2-exposure should produce less efficient L2 word recognition processing at the behavioural level, alongside neurophysiological changes at the early pre-lexical and lexical levels, but not at a post-lexical level. Results confirmed this hypothesis in accuracy and in the N1 component of the EEG signal. Precisely, bilinguals with lower L2-exposure appeared less accurate in determining semantic relatedness when target words were presented in L2, but this condition posed no such problem for bilinguals with higher L2-exposure. Moreover, L2-exposure modulates early processes of word recognition not only in L2 but also in L1 brain activity, thus challenging a fully non-selective access account (cf. BIA + model, Dijkstra and van Heuven, 2002). We interpret our findings with reference to the frequency-lag hypothesis (Gollan et al., 2011).
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32
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Li S, Li L, Zou L, Yan X, Zhang J, Yang M, Ding G. “Antagonistic” cooperation of control regions in bilingual language production: An effective connectivity study. Neuropsychologia 2022; 167:108165. [DOI: 10.1016/j.neuropsychologia.2022.108165] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2021] [Revised: 01/17/2022] [Accepted: 01/23/2022] [Indexed: 11/25/2022]
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33
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Mendoza MN, Blumenfeld HK, Knight RT, Ries SK. Investigating the Link Between Linguistic and Non-Linguistic Cognitive Control in Bilinguals Using Laplacian-Transformed Event Related Potentials. NEUROBIOLOGY OF LANGUAGE (CAMBRIDGE, MASS.) 2021; 2:605-627. [PMID: 35243348 PMCID: PMC8886518 DOI: 10.1162/nol_a_00056] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 02/01/2021] [Accepted: 09/10/2021] [Indexed: 06/14/2023]
Abstract
Bilinguals' need to suppress the activation of their other language while speaking has been proposed to result in enhanced cognitive control abilities outside of language. Several studies therefore suggest shared cognitive control processes across linguistic and non-linguistic tasks. Here we investigate this potential overlap using scalp electroencephalographic recordings and the Laplacian transformation, providing an estimation of the current source density and enabling the separation of EEG components in space. Fourteen Spanish-English bilinguals performed a picture-word matching task contrasting incongruent trials using cross-linguistic false cognates (e.g., a picture - foot, overlaid with distractor text: the English word PIE, i.e., the false cognate for the Spanish pie meaning "foot") with congruent trials (matching English picture names and words, i.e., a picture - foot, with overlaid text: the English word FOOT), and an unrelated control condition. In addition, participants performed an arrow-version of the Eriksen flanker task. Worse behavioral performance was observed in incongruent compared to congruent trials in both tasks. In the non-linguistic task, we replicated the previously observed congruency effect on a medial-frontal event-related potential (ERP) peaking around 50 ms before electromyography (EMG) onset. A similar ERP was present in the linguistic task, was sensitive to congruency, and peaked earlier, around 150 ms before EMG onset. In addition, another component was found in the linguistic task at a left lateralized anterior frontal site peaking around 200 ms before EMG onset, but was absent in the non-linguistic task. Our results suggest a partial overlap between linguistic and non-linguistic cognitive control processes and that linguistic conflict resolution may engage additional left anterior frontal control processes.
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Affiliation(s)
- Martha N. Mendoza
- Helen Wills Neuroscience Institute and Department of Psychology, University of
California, Berkeley, Berkeley, CA, USA
| | - Henrike K. Blumenfeld
- SDSU-UCSD Joint Doctoral Program in Language and Communicative Disorders, San
Diego, CA, USA
| | - Robert T. Knight
- Helen Wills Neuroscience Institute and Department of Psychology, University of
California, Berkeley, Berkeley, CA, USA
| | - Stephanie K. Ries
- School of Speech, Language, and Hearing Sciences, San Diego State University,
San Diego, CA, USA
- Center for Clinical and Cognitive Neuroscience, San Diego State University, San
Diego, CA, USA
- SDSU-UCSD Joint Doctoral Program in Language and Communicative Disorders, San
Diego, CA, USA
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34
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Beatty-Martínez AL, Titone DA. The Quest for Signals in Noise: Leveraging Experiential Variation to Identify Bilingual Phenotypes. LANGUAGES 2021; 6. [PMID: 35371966 PMCID: PMC8975245 DOI: 10.3390/languages6040168] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Increasing evidence suggests that bilingualism does not, in itself, result in a particular pattern of response, revealing instead a complex and multidimensional construct that is shaped by evolutionary and ecological sources of variability. Despite growing recognition of the need for a richer characterization of bilingual speakers and of the different contexts of language use, we understand relatively little about the boundary conditions of putative “bilingualism” effects. Here, we review recent findings that demonstrate how variability in the language experiences of bilingual speakers, and also in the ability of bilingual speakers to adapt to the distinct demands of different interactional contexts, impact interactions between language use, language processing, and cognitive control processes generally. Given these findings, our position is that systematic variation in bilingual language experience gives rise to a variety of phenotypes that have different patterns of associations across language processing and cognitive outcomes. The goal of this paper is thus to illustrate how focusing on systematic variation through the identification of bilingual phenotypes can provide crucial insights into a variety of performance patterns, in a manner that has implications for previous and future research.
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35
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Coemans S, Struys E, Vandenborre D, Wilssens I, Engelborghs S, Paquier P, Tsapkini K, Keulen S. A Systematic Review of Transcranial Direct Current Stimulation in Primary Progressive Aphasia: Methodological Considerations. Front Aging Neurosci 2021; 13:710818. [PMID: 34690737 PMCID: PMC8530184 DOI: 10.3389/fnagi.2021.710818] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2021] [Accepted: 08/09/2021] [Indexed: 11/30/2022] Open
Abstract
A variety of tDCS approaches has been used to investigate the potential of tDCS to improve language outcomes, or slow down the decay of language competences caused by Primary Progressive Aphasia (PPA). The employed stimulation protocols and study designs in PPA are generally speaking similar to those deployed in post-stroke aphasic populations. These two etiologies of aphasia however differ substantially in their pathophysiology, and for both conditions the optimal stimulation paradigm still needs to be established. A systematic review was done and after applying inclusion and exclusion criteria, 15 articles were analyzed focusing on differences and similarities across studies especially focusing on PPA patient characteristics (age, PPA variant, language background), tDCS stimulation protocols (intensity, frequency, combined therapy, electrode configuration) and study design as recent reviews and group outcomes for individual studies suggest tDCS is an effective tool to improve language outcomes, while methodological approach and patient characteristics are mentioned as moderators that may influence treatment effects. We found that studies of tDCS in PPA have clinical and methodological and heterogeneity regarding patient populations, stimulation protocols and study design. While positive group results are usually found irrespective of these differences, the magnitude, duration and generalization of these outcomes differ when comparing stimulation locations, and when results are stratified according to the clinical variant of PPA. We interpret the results of included studies in light of patient characteristics and methodological decisions. Further, we highlight the role neuroimaging can play in study protocols and interpreting results and make recommendations for future work.
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Affiliation(s)
- Silke Coemans
- Clinical and Experimental Neurolinguistics, CLIEN, Vrije Universiteit Brussel, Brussels, Belgium
| | - Esli Struys
- Clinical and Experimental Neurolinguistics, CLIEN, Vrije Universiteit Brussel, Brussels, Belgium
- Center for Neurosciences (C4N), Vrije Universiteit Brussel, Brussels, Belgium
| | - Dorien Vandenborre
- Department of Speech and Language Pathology, Thomas More University of Applied Sciences, Antwerp, Belgium
| | - Ineke Wilssens
- Department of Speech and Language Pathology, Thomas More University of Applied Sciences, Antwerp, Belgium
| | - Sebastiaan Engelborghs
- Center for Neurosciences (C4N), Vrije Universiteit Brussel, Brussels, Belgium
- Department of Neurology, Universitair Ziekenhuis Brussel, Brussels, Belgium
- Reference Center for Biological Markers of Dementia, BIODEM, Institute Born-Bunge, Universiteit Antwerpen, Antwerp, Belgium
| | - Philippe Paquier
- Clinical and Experimental Neurolinguistics, CLIEN, Vrije Universiteit Brussel, Brussels, Belgium
- Center for Research in Cognition and Neurosciences (CRCN), Université Libre de Bruxelles, Antwerp, Belgium
- Department of Translational Neurosciences (TNW), Universiteit Antwerpen, Antwerp, Belgium
| | - Kyrana Tsapkini
- Department of Neurology, Johns Hopkins School of Medicine, Baltimore, MD, United States
- Department of Cognitive Science, Johns Hopkins University, Baltimore, MD, United States
| | - Stefanie Keulen
- Clinical and Experimental Neurolinguistics, CLIEN, Vrije Universiteit Brussel, Brussels, Belgium
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36
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Gade M, Declerck M, Philipp AM, Rey-Mermet A, Koch I. Assessing the Evidence for Asymmetrical Switch Costs and Reversed Language Dominance Effects - A Meta-Analysis. J Cogn 2021; 4:55. [PMID: 34611575 PMCID: PMC8447966 DOI: 10.5334/joc.186] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2020] [Accepted: 08/19/2021] [Indexed: 11/25/2022] Open
Abstract
Two seemingly counterintuitive phenomena - asymmetrical language switch costs and the reversed language dominance effect - prove to be particularly controversial in the literature on language control. Asymmetrical language switch costs refer to the larger costs for switching into the dominant language compared to switching into the less dominant language, both relative to staying in either one language. The reversed language dominance effect refers to longer reaction times when in the more dominant of the two languages in situations that require frequent language switching (i.e., mixed-language blocks). The asymmetrical language switch costs are commonly taken as an index for processes of transient, reactive inhibitory language control, whereas the reversed language dominance effect is taken as an index for sustained, proactive inhibitory language control. In the present meta-analysis, we set out to establish the empirical evidence for these two phenomena using a Bayesian linear mixed effects modelling approach. Despite the observation of both phenomena in some studies, our results suggest that overall, there is little evidence for the generality and robustness of these two effects, and this holds true even when conditions - such as language proficiency and preparation time manipulations - were included as moderators of these phenomena. We conclude that asymmetrical switch costs and the reversed language dominance effect are important for theory development, but their utility for theory testing is limited due to their lack of robustness and the absence of confirmed moderatory variables.
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Affiliation(s)
- Miriam Gade
- Catholic University of Eichstätt-Ingolstadt, Department of Psychology, General Psychology
- Medical School Berlin, Department of Sciences, Berlin, Germany
| | - Mathieu Declerck
- Vrije Universiteit Brussel, Department of Linguistics and Literary Studies, Brussels, Belgium
| | | | | | - Iring Koch
- RWTH Aachen University, Department of Psychology, Aachen, Germany
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Declerck M, Kirk NW. Is it easier to use one language variety at a time, or mix them? An investigation of voluntary language switching with bidialectals. PLoS One 2021; 16:e0256554. [PMID: 34495987 PMCID: PMC8425545 DOI: 10.1371/journal.pone.0256554] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2021] [Accepted: 08/09/2021] [Indexed: 11/18/2022] Open
Abstract
Previous language production research with bidialectals has provided evidence for similar language control processes as during bilingual language production. In the current study, we aim to further investigate this claim by examining bidialectals with a voluntary language switching paradigm. Research with bilinguals performing the voluntary language switching paradigm has consistently shown two effects. First, the cost of switching languages, relative to staying in the same language, is similar across the two languages. The second effect is more uniquely connected to voluntary language switching, namely a benefit when performing in mixed language blocks relative to single language blocks, which has been connected to proactive language control. If a similar pattern could be observed with bidialectals in a voluntary language switching paradigm, then this would provide additional evidence in favor of similar control processes underlying bidialectal and bilingual language production.
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Affiliation(s)
| | - Neil W. Kirk
- Abertay University, Dundee, Scotland, United Kingdom
- * E-mail:
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38
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Fedeli D, Del Maschio N, Sulpizio S, Rothman J, Abutalebi J. The bilingual structural connectome: Dual-language experiential factors modulate distinct cerebral networks. BRAIN AND LANGUAGE 2021; 220:104978. [PMID: 34171596 DOI: 10.1016/j.bandl.2021.104978] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/22/2021] [Revised: 05/21/2021] [Accepted: 05/26/2021] [Indexed: 06/13/2023]
Abstract
Bilingualism is a natural laboratory for studying whether the brain's structural connectome is influenced by different aspects of language experience. However, evidence on how distinct components of bilingual experience may contribute to structural brain adaptations is mixed. The lack of consistency, however, may depend, at least in part, on methodological choices in data acquisition and processing. Herein, we adopted the Network Neuroscience framework to investigate how individual differences in second language (L2) exposure, proficiency, and age of acquisition (AoA) - measured as continuous between-subject variables - relate to whole-brain structural organization. We observed that L2 exposure modulated the connectivity of two networks of regions subserving language comprehension and production. L2 proficiency was associated with enhanced connectivity within a rostro-caudal network, which supports language selection and word learning. Moreover, L2 AoA and exposure affected inter-hemispheric communication between control-related regions. These findings expand mechanistic knowledge about particular environmental factors associated with specific variation in brain structure.
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Affiliation(s)
- Davide Fedeli
- Centre for Neurolinguistics and Psycholinguistics, Faculty of Psychology, Vita-Salute San Raffaele University, Italy
| | - Nicola Del Maschio
- Centre for Neurolinguistics and Psycholinguistics, Faculty of Psychology, Vita-Salute San Raffaele University, Italy
| | - Simone Sulpizio
- Department of Psychology, University of Milano-Bicocca, Italy; Milan Center for Neuroscience (NeuroMI), University of Milano-Bicocca, Italy
| | - Jason Rothman
- The Arctic University of Norway, Tromsø, Norway; Universidad Antonio de Nebrija, Madrid, Spain
| | - Jubin Abutalebi
- Centre for Neurolinguistics and Psycholinguistics, Faculty of Psychology, Vita-Salute San Raffaele University, Italy; The Arctic University of Norway, Tromsø, Norway.
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Ivanova I, Hernandez DC. Within-language lexical interference can be resolved in a similar way to between-language interference. Cognition 2021; 214:104760. [PMID: 34218002 PMCID: PMC8335802 DOI: 10.1016/j.cognition.2021.104760] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2020] [Revised: 04/05/2021] [Accepted: 04/28/2021] [Indexed: 10/21/2022]
Abstract
This study asks if monolinguals can resolve lexical interference within a language with mechanisms similar to those used by bilinguals to resolve interference across languages. These mechanisms are known as bilingual language control, are assumed to be at least in part top-down, and are typically studied with cued language mixing, a version of which we use here. Balanced (Experiment 1) and nonbalanced Spanish-English bilinguals (Experiment 2) named pictures in each of their languages. English monolinguals from two different American cities (Experiments 3 and 4) named pictures in English only with either basic-level (e.g., shoe) or subordinate names (e.g., sneaker). All experiments were identically structured and began with blocked naming in each language or name type, followed by trial-level switching between the two languages or name types, followed again by blocked naming. We analyzed switching, mixing and (introduced here) post-mixing costs, dominance effects and repetition benefits. In the bilingual experiments, we found some signs of dominant deprioritization, the behavioral hallmark of bilingual language control: larger costs for dominant- than for nondominant-language names. Crucially, in the monolingual experiments, we also found signs of dominant deprioritization: larger costs for basic-level than for subordinate names. Unexpectedly and only in the monolingual experiments, we also found a complete dominance reversal: Basic-level names (which otherwise behaved as dominant) were produced more slowly overall than subordinate names. Taken together, these results are hard to explain with the bottom-up mechanisms typically assumed for monolingual interference resolution. We thus conclude that top-down mechanisms might (sometimes) be involved in lexical interference resolution not only between languages but also within a language.
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Affiliation(s)
- Iva Ivanova
- Department of Psychology, University of Texas at El Paso, USA.
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40
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Połczyńska MM, Bookheimer SY. General principles governing the amount of neuroanatomical overlap between languages in bilinguals. Neurosci Biobehav Rev 2021; 130:1-14. [PMID: 34400175 PMCID: PMC8958881 DOI: 10.1016/j.neubiorev.2021.08.005] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2020] [Revised: 07/30/2021] [Accepted: 08/08/2021] [Indexed: 11/28/2022]
Abstract
The literature has identified many important factors affecting the extent to which languages in bilinguals rely on the same neural populations in the specific brain region. The factors include the age of acquisition of the second language (L2), proficiency level of the first language (L1) and L2, and the amount of language exposure, among others. What is lacking is a set of global principles that explain how the many factors relate to the degree to which languages overlap neuroanatomically in bilinguals. We are offering a set of such principles that together account for the numerous sources of data that have been examined individually but not collectively: (1) the principle of acquisition similarity between L1 and L2, (2) the principle of linguistic similarity between L1 and L2, and (3) the principle of cognitive control and effort. Referencing the broad characteristics of language organization in bilinguals, as presented by the principles, can provide a roadmap for future clinical and basic science research.
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Affiliation(s)
- Monika M Połczyńska
- Department of Psychiatry and Biobehavioral Sciences, David Geffen School of Medicine at UCLA, University of California, Los Angeles, CA, USA.
| | - Susan Y Bookheimer
- Department of Psychiatry and Biobehavioral Sciences, David Geffen School of Medicine at UCLA, University of California, Los Angeles, CA, USA.
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41
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Gallo F, Ramanujan K, Shtyrov Y, Myachykov A. Attriters and Bilinguals: What's in a Name? Front Psychol 2021; 12:558228. [PMID: 34335344 PMCID: PMC8319465 DOI: 10.3389/fpsyg.2021.558228] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/01/2020] [Accepted: 06/14/2021] [Indexed: 11/13/2022] Open
Abstract
The use of language as a universal tool for communication and interaction is the backbone of human society. General sociocultural milieu and specific contextual factors can strongly influence various aspects of linguistic experience, including language acquisition and use and the respective internal neurolinguistic processes. This is particularly relevant in the case of bilingualism, which encompasses a diverse set of linguistic experiences, greatly influenced by societal, cultural, educational, and personal factors. In this perspective piece, we focus on a specific type of linguistic experience: non-pathological first-language (L1) attrition—a phenomenon that is strongly tied to immersion in non-L1 environments. We present our view on what may be the essence of L1 attrition and suggest ways of examining it as a type of bilingual experience, in particular with relation to its neurocognitive bases.
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Affiliation(s)
- Federico Gallo
- Centre for Cognition and Decision Making, Institute for Cognitive Neuroscience, HSE University, Moscow, Russia.,Centre for Neurolinguistics and Psycholinguistics, Vita-Salute San Raffaele University, Milan, Italy
| | - Keerthi Ramanujan
- Centre for Cognition and Decision Making, Institute for Cognitive Neuroscience, HSE University, Moscow, Russia
| | - Yury Shtyrov
- Centre for Cognition and Decision Making, Institute for Cognitive Neuroscience, HSE University, Moscow, Russia.,Center of Functionally Integrative Neuroscience, Aarhus University, Aarhus, Denmark
| | - Andriy Myachykov
- Centre for Cognition and Decision Making, Institute for Cognitive Neuroscience, HSE University, Moscow, Russia.,Department of Psychology, Northumbria University, Newcastle upon Tyne, United Kingdom
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42
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Guediche S, de Bruin A, Caballero-Gaudes C, Baart M, Samuel AG. Second-language word recognition in noise: Interdependent neuromodulatory effects of semantic context and crosslinguistic interactions driven by word form similarity. Neuroimage 2021; 237:118168. [PMID: 34000398 DOI: 10.1016/j.neuroimage.2021.118168] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2020] [Revised: 05/05/2021] [Accepted: 05/12/2021] [Indexed: 11/17/2022] Open
Abstract
Spoken language comprehension is a fundamental component of our cognitive skills. We are quite proficient at deciphering words from the auditory input despite the fact that the speech we hear is often masked by noise such as background babble originating from talkers other than the one we are attending to. To perceive spoken language as intended, we rely on prior linguistic knowledge and context. Prior knowledge includes all sounds and words that are familiar to a listener and depends on linguistic experience. For bilinguals, the phonetic and lexical repertoire encompasses two languages, and the degree of overlap between word forms across languages affects the degree to which they influence one another during auditory word recognition. To support spoken word recognition, listeners often rely on semantic information (i.e., the words we hear are usually related in a meaningful way). Although the number of multilinguals across the globe is increasing, little is known about how crosslinguistic effects (i.e., word overlap) interact with semantic context and affect the flexible neural systems that support accurate word recognition. The current multi-echo functional magnetic resonance imaging (fMRI) study addresses this question by examining how prime-target word pair semantic relationships interact with the target word's form similarity (cognate status) to the translation equivalent in the dominant language (L1) during accurate word recognition of a non-dominant (L2) language. We tested 26 early-proficient Spanish-Basque (L1-L2) bilinguals. When L2 targets matching L1 translation-equivalent phonological word forms were preceded by unrelated semantic contexts that drive lexical competition, a flexible language control (fronto-parietal-subcortical) network was upregulated, whereas when they were preceded by related semantic contexts that reduce lexical competition, it was downregulated. We conclude that an interplay between semantic and crosslinguistic effects regulates flexible control mechanisms of speech processing to facilitate L2 word recognition, in noise.
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Affiliation(s)
- Sara Guediche
- Basque Center on Cognition Brain, and Language, Donostia-San Sebastian 20009, Spain.
| | | | | | - Martijn Baart
- Basque Center on Cognition Brain, and Language, Donostia-San Sebastian 20009, Spain; Department of Cognitive Neuropsychology, Tilburg University, P.O. Box 90153, 5000 LE Tilburg, the Netherlands
| | - Arthur G Samuel
- Basque Center on Cognition Brain, and Language, Donostia-San Sebastian 20009, Spain; Stony Brook University, NY 11794-2500, United States; Ikerbasque Foundation, Spain
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43
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Corticostriatal Regulation of Language Functions. Neuropsychol Rev 2021; 31:472-494. [PMID: 33982264 DOI: 10.1007/s11065-021-09481-9] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/25/2020] [Accepted: 01/20/2021] [Indexed: 10/21/2022]
Abstract
The role of corticostriatal circuits in language functions is unclear. In this review, we consider evidence from language learning, syntax, and controlled language production and comprehension tasks that implicate various corticostriatal circuits. Converging evidence from neuroimaging in healthy individuals, studies in populations with subcortical dysfunction, pharmacological studies, and brain stimulation suggests a domain-general regulatory role of corticostriatal systems in language operations. The role of corticostriatal systems in language operations identified in this review is likely to reflect a broader function of the striatum in responding to uncertainty and conflict which demands selection, sequencing, and cognitive control. We argue that this role is dynamic and varies depending on the degree and form of cognitive control required, which in turn will recruit particular corticostriatal circuits and components organised in a cognitive hierarchy.
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44
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Ware A, Lum JAG, Kirkovski M. Continuous theta-burst stimulation modulates language-related inhibitory processes in bilinguals: evidence from event-related potentials. Brain Struct Funct 2021; 226:1453-1466. [PMID: 33718987 DOI: 10.1007/s00429-021-02253-4] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2020] [Accepted: 03/03/2021] [Indexed: 01/28/2023]
Abstract
The dorsolateral prefrontal cortex (DLPFC) is activated when bilinguals switch between languages. Language switching can also elicit the N2 event-related potential (ERP). This ERP component appears to capture the cognitive control processes related to conflict monitoring, response selection and response inhibition. In the present study, continuous theta-burst stimulation (cTBS) was used to examine the role of the left DLPFC in bilingual language switching, using a picture-naming task. Participants in the study were 17 Afrikaans-English bilinguals. The picture-naming task consisted of non-switch and switch trials. On non-switch trials, participants named two consecutive pictures in the same language. On switch trials, participants named consecutive pictures in different languages (e.g., Afrikaans and then English). The participants completed three testing sessions. In each session, participants received either cTBS to the left DLPFC or the vertex, or sham stimulation, and then completed the picture-naming task. The results showed that following DLPFC stimulation, the N2 ERP was attenuated on switch trials compared to non-switch trials. Vertex or sham stimulation did not modulate the N2 ERP. cTBS did not affect language switching at the behavioural level. These results provide support for the role of the left DLPFC in the cognitive control processes underlying bilingual language switching. Furthermore, the study demonstrates that these processes can be modulated via non-invasive brain stimulation and the effects detected at the neural level.
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Affiliation(s)
- Anna Ware
- Cognitive Neuroscience Unit, School of Psychology, Deakin University, 221 Burwood Highway, Burwood, VIC, 3121, Australia
| | - Jarrad A G Lum
- Cognitive Neuroscience Unit, School of Psychology, Deakin University, 221 Burwood Highway, Burwood, VIC, 3121, Australia.
| | - Melissa Kirkovski
- Cognitive Neuroscience Unit, School of Psychology, Deakin University, 221 Burwood Highway, Burwood, VIC, 3121, Australia
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Tao L, Wang G, Zhu M, Cai Q. Bilingualism and domain-general cognitive functions from a neural perspective: A systematic review. Neurosci Biobehav Rev 2021; 125:264-295. [PMID: 33631315 DOI: 10.1016/j.neubiorev.2021.02.029] [Citation(s) in RCA: 36] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2020] [Revised: 02/11/2021] [Accepted: 02/18/2021] [Indexed: 12/23/2022]
Abstract
A large body of research has indicated that bilingualism - through continual practice in language control - may impact cognitive functions, as well as relevant aspects of brain function and structure. The present review aimed to bring together findings on the relationship between bilingualism and domain-general cognitive functions from a neural perspective. The final sample included 210 studies, covering findings regarding neural responses to bilingual language control and/or domain-general cognitive tasks, as well as findings regarding effects of bilingualism on non-task-related brain function and brain structure. The evidence indicates that a) bilingual language control likely entails neural mechanisms responsible for domain-general cognitive functions; b) bilingual experiences impact neural responses to domain-general cognitive functions; and c) bilingual experiences impact non-task-related brain function (both resting-state and metabolic function) as well as aspects of brain structure (both macrostructure and microstructure), each of which may in turn impact mental processes, including domain-general cognitive functions. Such functional and structural neuroplasticity associated with bilingualism may contribute to both cognitive and neural reserves, producing benefits across the lifespan.
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Affiliation(s)
- Lily Tao
- Key Laboratory of Brain Functional Genomics (MOE & STCSM), Shanghai Changning-ECNU Mental Health Center, Institute of Cognitive Neuroscience, School of Psychology and Cognitive Science, East China Normal University, China
| | - Gongting Wang
- Key Laboratory of Brain Functional Genomics (MOE & STCSM), Shanghai Changning-ECNU Mental Health Center, Institute of Cognitive Neuroscience, School of Psychology and Cognitive Science, East China Normal University, China
| | - Miaomiao Zhu
- Key Laboratory of Brain Functional Genomics (MOE & STCSM), Shanghai Changning-ECNU Mental Health Center, Institute of Cognitive Neuroscience, School of Psychology and Cognitive Science, East China Normal University, China
| | - Qing Cai
- Key Laboratory of Brain Functional Genomics (MOE & STCSM), Shanghai Changning-ECNU Mental Health Center, Institute of Cognitive Neuroscience, School of Psychology and Cognitive Science, East China Normal University, China; Institute of Brain and Education Innovation, East China Normal University, China; NYU-ECNU Institute of Brain and Cognitive Science, New York University Shanghai, China.
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Mindt MR, Marquine MJ, Aghvinian M, Paredes AM, Kamalyan L, Suárez P, Heaton A, Scott TM, Gooding A, Diaz-Santos M, Umlauf A, Taylor MJ, Fortuny LAI, Heaton RK, Cherner M. The Neuropsychological Norms for the U.S.-Mexico Border Region in Spanish (NP-NUMBRS) Project: Overview and considerations for life span research and evidence-based practice. Clin Neuropsychol 2021; 35:466-480. [PMID: 32727283 PMCID: PMC8725610 DOI: 10.1080/13854046.2020.1794046] [Citation(s) in RCA: 25] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2020] [Revised: 05/26/2020] [Accepted: 06/05/2020] [Indexed: 12/18/2022]
Abstract
OBJECTIVE This paper summarizes the findings of the Neuropsychological Norms for the U.S.-Mexico Border Region in Spanish (NP-NUMBRS) Project and offers a roadmap for future research. METHODS The NP-NUMBRS project represents the largest and most comprehensive co-normed neuropsychological battery to date for native Spanish-speaking healthy adults from the U.S. (California/Arizona)-Mexico borderland region (N = 254; ages 19-60 years). These norms provide demographic adjustments for tests across numerous domains (i.e., verbal fluency, processing speed, attention/working memory, executive function, episodic memory [learning and delayed recall], visuospatial, and fine motor skills). CONCLUSIONS This project: 1) shows that the NP-NUMBRS norms consistently outperformed previously published norms for English-speaking non-Hispanic (White and African-American) adults in identifying impairment; 2) explores the role of Spanish-English bilingualism in test performance; and 3) provides support for the diagnostic validity of these norms in detecting HIV-associated neurocognitive impairment. Study limitations include the limited assessment of sociocultural variables and generalizability (e.g., other Latina/o populations, age limit [19 - 60 years]). Future research is needed to: 1) investigate these norms with U.S.-dwelling Spanish-speakers of non-Mexican heritage and other clinical subpopulations; 2) expand coverage of cognitive domains (e.g. language, visuospatial); 3) develop large normative datasets for children and older Latina/o populations; 4) examine how sociocultural factors impact performance (e.g., bilingualism, acculturation); 5) investigate these norms' diagnostic and ecological validity; and 6) develop norms for neurocognitive change across time. It is hoped that the NP-NUMBRS norms will aid researchers and clinicians working with U.S.-dwelling Spanish-speakers from the U.S.-Mexico borderland to conduct research and evidence-based neuropsychological evaluations in a more culturally responsive and ethical manner.
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Affiliation(s)
- Monica Rivera Mindt
- Department of Psychology & Latin American Latino Studies Institute, Fordham University, New York City, NY, USA
- Department of Neurology, Icahn School of Medicine at Mount Sinai, New York City, NY, USA
| | - María J. Marquine
- Department of Psychiatry, University of California, San Diego, CA, USA
| | - Maral Aghvinian
- Department of Psychology & Latin American Latino Studies Institute, Fordham University, New York City, NY, USA
- Department of Neurology, Icahn School of Medicine at Mount Sinai, New York City, NY, USA
| | | | - Lily Kamalyan
- Department of Psychiatry, University of California, San Diego, CA, USA
| | - Paola Suárez
- Hispanic Neuropsychiatric Center of Excellence - Cultural Neuropsychology Program, Semel Institute for Neuroscience & Human Behavior, Department of Psychiatry & Biobehavioral Sciences, University of California, Los Angeles, CA, USA
| | - Anne Heaton
- Department of Psychiatry, University of California, San Diego, CA, USA
| | - Travis M. Scott
- Department of Psychology & Latin American Latino Studies Institute, Fordham University, New York City, NY, USA
- VA Palo Alto Health Care System, Sierra Pacific MIRECC, Palo Alto, CA, USA
| | - Amanda Gooding
- Department of Psychiatry, University of California, San Diego, CA, USA
| | - Mirella Diaz-Santos
- Hispanic Neuropsychiatric Center of Excellence - Cultural Neuropsychology Program, Semel Institute for Neuroscience & Human Behavior, Department of Psychiatry & Biobehavioral Sciences, University of California, Los Angeles, CA, USA
| | - Anya Umlauf
- Department of Psychiatry, University of California, San Diego, CA, USA
| | - Michael J. Taylor
- Department of Psychiatry, University of California, San Diego, CA, USA
| | | | - Robert K. Heaton
- Department of Psychiatry, University of California, San Diego, CA, USA
| | - Mariana Cherner
- Department of Psychiatry, University of California, San Diego, CA, USA
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47
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Rossi E, Dussias PE, Diaz M, van Hell JG, Newman S. Neural signatures of inhibitory control in intra-sentential code-switching: Evidence from fMRI. JOURNAL OF NEUROLINGUISTICS 2021; 57:100938. [PMID: 33551567 PMCID: PMC7861471 DOI: 10.1016/j.jneuroling.2020.100938] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/30/2023]
Abstract
In this study we examined the neural control mechanisms that are at play when habitual code-switchers read code-switches embedded in a sentence context. The goal was also to understand if and to what extent the putative control network that is engaged during the comprehension of code-switched sentences is modulated by the linguistic regularity of those switches. Towards that goal, we tested two different types of code switches (switches at the noun-phrase boundary and switches at the verb-phrase boundary) that despite being both represented in naturalistic corpora of code switching, show different distributional properties. Results show that areas involved in general cognitive control (e.g., pre-SMA, anterior cingulate cortex) are recruited when processing code-switched sentences, relative to non-code-switched sentences. Additionally, significant activation in the cerebellum when processing sentences containing code-switches at the noun-phrase boundary suggests that habitual code-switchers might engage a wider control network to adapt inhibitory control processes according to task demands. Results are discussed in the context of the current literature on neural models of bilingual language control.
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Affiliation(s)
- Eleonora Rossi
- Department of Linguistics, University of Florida
- Department of Psychology, University of Florida
| | - Paola E. Dussias
- Department of Spanish, Italian, & Portuguese, Pennsylvania State University
| | - Michele Diaz
- Department of Psychology, Pennsylvania State University
| | | | - Sharlene Newman
- Department of Psychological and Brain Sciences, Indiana University
- Department of Psychology, University of Alabama
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Pulido MF. Native language inhibition predicts more successful second language learning: Evidence of two ERP pathways during learning. Neuropsychologia 2020; 152:107732. [PMID: 33347916 DOI: 10.1016/j.neuropsychologia.2020.107732] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2020] [Revised: 11/21/2020] [Accepted: 12/16/2020] [Indexed: 12/31/2022]
Abstract
How some individuals succeed in learning a second language as adults is still an unsolved question in cognitive neuroscience. At the brain level, adults' electrophysiological responses to input in a second language may differ after completing different types of training. However, there is limited understanding of what neural pathways are activated as learning unfolds, and which patterns of activation lead to successful learning. Using brain event-related potentials, this study explored whether individual brain responses to practice difficulty during second language learning predict learning outcomes. English-speaking learners of Spanish practiced completing newly learned phrases in their second language. For some learners, all the choices presented during practice were "easy" because non-target choices were unrelated distractors. In the more "difficult" practice mode, however, learners had to avoid choosing a competing word that would be acceptable based on their native language, but not in the second language being learned. Performance during practice was similar in both groups of learners. Critically, divergence in event-related potentials indicated alternative strategies to practice, based on the level of difficulty. At the group level, learners completing the easier practice revealed increased monitoring when making responses; in the difficult condition, learners showed inhibition of their native language (i.e., an N400 for phrases congruent with the native language) to avoid interference during word selection. Individual brain responses indexing the degree of native language inhibition predicted learning rates in tests.
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Affiliation(s)
- Manuel F Pulido
- Department of Spanish, Italian and Portuguese, The Pennsylvania State University, University Park, 442 Burrowes Building, 16802, USA.
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Del Maschio N, Sulpizio S, Abutalebi J. Thinking outside the box: The brain-bilingualism relationship in the light of early neurobiological variability. BRAIN AND LANGUAGE 2020; 211:104879. [PMID: 33080496 DOI: 10.1016/j.bandl.2020.104879] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/14/2020] [Revised: 08/01/2020] [Accepted: 10/06/2020] [Indexed: 06/11/2023]
Abstract
Bilingualism represents a distinctive way to investigate the interplay between brain and behaviour, and an elegant model to study the role of environmental factors in shaping this relationship. Past neuroimaging research has mainly focused on how bilingualism influences brain structure, and how eventually the brain accommodates a second language. In this paper, we discuss a more recent contribution to the field which views bilingualism as lens to understand brain-behaviour mappings from a different perspective. It has been shown, in contexts not related to bilingualism, that cognitive performance across several domains can be predicted by neuroanatomical variants determined prenatally and largely impervious to postnatal changes. Here, we discuss novel findings indicating that bilingualism modulates the predictive role of these variants on domain-specific cognition. The repercussions of these findings are potentially far-reaching on multiple levels, and highlight the need to shape more complex questions for progress in cognitive neuroscience approaches to bilingualism.
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Affiliation(s)
- Nicola Del Maschio
- Centre for Neurolinguistics and Psycholinguistics (CNPL), Faculty of Psychology, University Vita-Salute San Raffaele, Milano, Italy
| | - Simone Sulpizio
- Centre for Neurolinguistics and Psycholinguistics (CNPL), Faculty of Psychology, University Vita-Salute San Raffaele, Milano, Italy; Department of Psychology, University of Milano-Bicocca, Milano, Italy
| | - Jubin Abutalebi
- Centre for Neurolinguistics and Psycholinguistics (CNPL), Faculty of Psychology, University Vita-Salute San Raffaele, Milano, Italy; The Arctic University of Norway, Tromsø, Norway.
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50
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Sajid N, Friston KJ, Ekert JO, Price CJ, W. Green D. Neuromodulatory Control and Language Recovery in Bilingual Aphasia: An Active Inference Approach. Behav Sci (Basel) 2020; 10:E161. [PMID: 33096824 PMCID: PMC7588909 DOI: 10.3390/bs10100161] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2020] [Revised: 10/17/2020] [Accepted: 10/19/2020] [Indexed: 11/17/2022] Open
Abstract
Understanding the aetiology of the diverse recovery patterns in bilingual aphasia is a theoretical challenge with implications for treatment. Loss of control over intact language networks provides a parsimonious starting point that can be tested using in-silico lesions. We simulated a complex recovery pattern (alternate antagonism and paradoxical translation) to test the hypothesis-from an established hierarchical control model-that loss of control was mediated by constraints on neuromodulatory resources. We used active (Bayesian) inference to simulate a selective loss of sensory precision; i.e., confidence in the causes of sensations. This in-silico lesion altered the precision of beliefs about task relevant states, including appropriate actions, and reproduced exactly the recovery pattern of interest. As sensory precision has been linked to acetylcholine release, these simulations endorse the conjecture that loss of neuromodulatory control can explain this atypical recovery pattern. We discuss the relevance of this finding for other recovery patterns.
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Affiliation(s)
- Noor Sajid
- Wellcome Centre for Human Neuroimaging, University College London, 12 Queen Square, London WC1N 3AR, UK; (K.J.F.); (J.O.E.); (C.J.P.)
| | - Karl J. Friston
- Wellcome Centre for Human Neuroimaging, University College London, 12 Queen Square, London WC1N 3AR, UK; (K.J.F.); (J.O.E.); (C.J.P.)
| | - Justyna O. Ekert
- Wellcome Centre for Human Neuroimaging, University College London, 12 Queen Square, London WC1N 3AR, UK; (K.J.F.); (J.O.E.); (C.J.P.)
| | - Cathy J. Price
- Wellcome Centre for Human Neuroimaging, University College London, 12 Queen Square, London WC1N 3AR, UK; (K.J.F.); (J.O.E.); (C.J.P.)
| | - David W. Green
- Experimental Psychology, University College London, Gower Street, London WC1E 6BT, UK;
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