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Leon Guerrero S, Mesite L, Luk G. Distinct functional connectivity patterns during naturalistic learning by adolescent first versus second language speakers. Sci Rep 2024; 14:18984. [PMID: 39152202 PMCID: PMC11329752 DOI: 10.1038/s41598-024-69575-1] [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: 04/30/2024] [Accepted: 08/06/2024] [Indexed: 08/19/2024] Open
Abstract
Spoken lessons (lectures) are commonly used in schools as a medium for conveying educational content. In adolescence, experience-expectant maturation of language and cognitive systems supports learning; however, little is known about whether or how learners' language experiences interact with this integration process during learning. We examined functional connectivity using fMRI in 38 Spanish-English bilingual (L1-Spanish) and English monolingual (L1-English) adolescents during a naturalistic science video lesson in English. Seed analyses including the left inferior frontal gyrus (pars opercularis) and posterior middle temporal gyrus showed that L1-Spanish adolescents, when learning in their second language (L2), displayed widespread bilateral functional connectivity throughout the cortex while L1-English adolescents displayed mostly left-lateralized connectivity with core language regions over the course of the science lesson. Furthermore, we identified functional seed connectivity associated with better learning outcomes for adolescents with diverse language backgrounds. Importantly, functional connectivity patterns in L1-Spanish adolescents while learning in English also correlate with their Spanish cloze reading. Findings suggest that functional networks associated with higher-order language processing and cognitive control are differentially engaged for L1 vs. L2 speakers while learning new information through spoken language.
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Affiliation(s)
| | - Laura Mesite
- Harvard Graduate School of Education, Cambridge, USA
| | - Gigi Luk
- McGill University, Montreal, Canada.
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Wagley N, Hu X, Satterfield T, Bedore LM, Booth JR, Kovelman I. Neural specificity for semantic and syntactic processing in Spanish-English bilingual children. BRAIN AND LANGUAGE 2024; 250:105380. [PMID: 38301503 PMCID: PMC10947424 DOI: 10.1016/j.bandl.2024.105380] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/12/2023] [Revised: 11/30/2023] [Accepted: 01/12/2024] [Indexed: 02/03/2024]
Abstract
Brain development for language processing is associated with neural specialization of left perisylvian pathways, but this has not been investigated in young bilinguals. We examined specificity for syntax and semantics in early exposed Spanish-English speaking children (N = 65, ages 7-11) using an auditory sentence judgement task in English, their dominant language of use. During functional near infrared spectroscopy (fNIRS), the morphosyntax task elicited activation in left inferior frontal gyrus (IFG) and the semantic task elicited activation in left posterior middle temporal gyrus (MTG). Task comparisons revealed specialization in left superior temporal (STG) for morphosyntax and left MTG and angular gyrus for semantics. Although skills in neither language were uniquely related to specialization, skills in both languages were related to engagement of the left MTG for semantics and left IFG for syntax. These results are consistent with models suggesting a positive cross-linguistic interaction in those with higher language proficiency.
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Affiliation(s)
- Neelima Wagley
- Arizona State University, Speech and Hearing Science, 976 S Forest Mall, Tempe, AZ 85281, USA.
| | - Xiaosu Hu
- University of Michigan, Department of Psychology, 530 Church St, Ann Arbor, MI 48109, USA
| | - Teresa Satterfield
- University of Michigan, Romance Languages and Literatures, 812 East Washington St, Ann Arbor, MI 48109, USA
| | - Lisa M Bedore
- Temple University, College of Public Health, 1101 W. Montgomery Ave, Philadelphia, PA 19122, USA
| | - James R Booth
- Vanderbilt University, Department of Psychology and Human Development, 230 Appleton Pl., Nashville, TN 37203, USA
| | - Ioulia Kovelman
- University of Michigan, Department of Psychology, 530 Church St, Ann Arbor, MI 48109, USA
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Comstock L. The role of research design in the reproducibility of L1 and L2 language networks: A review of bilingual neuroimaging meta-analyses. BRAIN AND LANGUAGE 2024; 249:105377. [PMID: 38171275 DOI: 10.1016/j.bandl.2023.105377] [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: 05/16/2023] [Revised: 12/21/2023] [Accepted: 12/23/2023] [Indexed: 01/05/2024]
Abstract
Meta-analyses are a method by which to increase the statistical power and generalizability of neuroimaging findings. In the neurolinguistics literature, meta-analyses have the potential to substantiate hypotheses about L1 and L2 processing networks and to reveal differences between the two that may escape detection in individual studies. Why then is there so little consensus between the reported findings of even the most recently published and most highly powered meta-analyses? Limitations in the literature, such as the absence of a common method to define and measure descriptive categories (e.g., proficiency level, degree of language exposure, age of acquisition, etc.) are often cited. An equally plausible explanation lies in the technical details of how individual meta-analyses are conducted. This paper provides a review of recent meta-analyses, with a discussion of their methodological choices and the possible effect those choices may have on the reported findings.
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Affiliation(s)
- Lindy Comstock
- Department of Psychiatry and Biobehavioral Sciences, Semel Institute for Neuroscience and Human Behavior, University of California at Los Angeles, Los Angeles, CA 90095, USA.
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Arredondo MM. Shining a light on cultural neuroscience: Recommendations on the use of fNIRS to study how sociocultural contexts shape the brain. CULTURAL DIVERSITY & ETHNIC MINORITY PSYCHOLOGY 2023; 29:106-117. [PMID: 34291971 PMCID: PMC8782924 DOI: 10.1037/cdp0000469] [Citation(s) in RCA: 8] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/27/2023]
Abstract
Functional near-infrared spectroscopy (fNIRS) is a portable neuroimaging technique that may serve as a methodological tool for studying how sociocultural contexts can shape the human brain and impact cognition and behavior. The use of fNIRS in community-based research may (a) advance theoretical knowledge in psychology and neuroscience, particularly regarding underrepresented ethnic-racial communities; (b) increase diversity in samples; and (c) provide neurobiological evidence of sociocultural factors supporting human development. The review aims to introduce the use of fNIRS, including its practicalities and limitations, to new adopters inquiring how sociocultural inputs affect the brain. The review begins with an introduction to cultural neuroscience, and a review on the use of fNIRS follows. Next, benefits and guidelines to the design of fNIRS research in naturalistic environments (in the community or in the field) using a cultural lens are discussed. Strengths-based and community-based approaches in cultural neuroscience are recommended throughout. (PsycInfo Database Record (c) 2023 APA, all rights reserved).
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Arredondo MM, Kovelman I, Satterfield T, Hu X, Stojanov L, Beltz AM. Person-specific connectivity mapping uncovers differences of bilingual language experience on brain bases of attention in children. BRAIN AND LANGUAGE 2022; 227:105084. [PMID: 35176615 PMCID: PMC9617512 DOI: 10.1016/j.bandl.2022.105084] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/02/2020] [Revised: 01/12/2022] [Accepted: 01/27/2022] [Indexed: 05/31/2023]
Abstract
Bilingualism influences children's cognition, yet bilinguals vary greatly in their dual-language experiences. To uncover sources of variation in bilingual and monolingual brain function, the present study used standard analysis and innovative person-specific connectivity models combined with a data-driven grouping algorithm. Children (ages 7-9; N = 52) completed a visuo-spatial attention task while undergoing functional near-infrared spectroscopy neuroimaging. Both bilingual and monolingual groups performed similarly, and engaged bilateral frontal and parietal regions. However, bilinguals showed greater brain activity than monolinguals in left frontal and parietal regions. Connectivity models revealed two empirically-derived subgroups. One subgroup was composed of monolinguals and bilinguals who were more English dominant, and showed left frontal-parietal connections. The other was composed of bilinguals who were balanced in their dual-language abilities and showed left frontal lobe connections. The findings inform how individual variation in early language experiences influences children's emerging cortical networks for executive function, and reveal efficacy of data-driven approaches.
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Affiliation(s)
- Maria M Arredondo
- The University of Texas at Austin, Dept. of Human Development & Family Sciences, 108 E Dean Keeton St., Austin, TX 78712, USA; University of Michigan, Dept. of Psychology, 530 Church St., Ann Arbor, MI 48109, USA.
| | - Ioulia Kovelman
- University of Michigan, Dept. of Psychology, 530 Church St., Ann Arbor, MI 48109, USA.
| | - Teresa Satterfield
- University of Michigan, Dept. of Romance Languages & Literatures, 812 E. Washington St., Ann Arbor, MI 48109, USA.
| | - Xiaosu Hu
- University of Michigan, Dept. of Biologic and Materials Sciences & Prosthodontics, School of Dentistry, Ann Arbor, MI 48109, USA.
| | - Lara Stojanov
- University of Michigan, Dept. of Psychology, 530 Church St., Ann Arbor, MI 48109, USA.
| | - Adriene M Beltz
- University of Michigan, Dept. of Psychology, 530 Church St., Ann Arbor, MI 48109, USA.
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EEG Power Band Asymmetries in Children with and without Classical Ensemble Music Training. Symmetry (Basel) 2022. [DOI: 10.3390/sym14030538] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/05/2023] Open
Abstract
Much evidence shows that music training influences the development of functional brain organization and cerebral asymmetry in an auditory-motor integrative neural system also associated with language and speech. Such overlap suggests that music training could be used for interventions in disadvantaged populations. Accordingly, we investigated neurofunctional changes associated with the influence of socially based classical ensemble music (CEM) training on executive auditory functions of children from low socioeconomic status (LSES), as compared to untrained counterparts. We conducted a novel ROI-focused reanalysis of stimulus-locked event-related electroencephalographic (EEG) band power data previously recorded from fifteen LSES children (9–10 years), with and without CEM, while performing a series of auditory Go/No-Go trials (involving 1100 Hz or 2000 Hz tones). An analysis of collapsed Alpha2, Beta1, Beta2, Delta, and Theta EEG bands showed significant differences in increased and decreased left asymmetry between the CEM and the Comparison group in key frontal and central electrodes typically associated with learning music. Overall, in Go trials, the CEM group responded more quickly and accurately. Linear regression analyses revealed both positive and negative correlations between left hemispheric asymmetry and behavioral measures of PPVT score, auditory sensitivity, Go accuracy, and reaction times. The pattern of results suggests that tone frequency and EEG asymmetries may be attributable to a shift to left lateralization as a byproduct of CEM. Our findings suggest that left hemispheric laterality associated with ensemble music training may improve the efficiency of productive language processing and, accordingly, may be considered as a supportive intervention for LSES children and youth.
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Yeung MK. An optical window into brain function in children and adolescents: A systematic review of functional near-infrared spectroscopy studies. Neuroimage 2020; 227:117672. [PMID: 33359349 DOI: 10.1016/j.neuroimage.2020.117672] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2020] [Revised: 12/12/2020] [Accepted: 12/12/2020] [Indexed: 12/14/2022] Open
Abstract
Despite decades of research, our understanding of functional brain development throughout childhood and adolescence remains limited due to the challenges posed by certain neuroimaging modalities. Recently, there has been a growing interest in using functional near-infrared spectroscopy (fNIRS) to elucidate the neural basis of cognitive and socioemotional development and identify the factors shaping these types of development. This article, focusing on the fNIRS methods, presents an up-to-date systematic review of fNIRS studies addressing the effects of age and other factors on brain functions in children and adolescents. Literature searches were conducted using PubMed and PsycINFO. A total of 79 fNIRS studies involving healthy individuals aged 3-17 years that were published in peer-reviewed journals in English before July 2020 were included. Six methodological aspects of these studies were evaluated, including the research design, experimental paradigm, fNIRS measurement, data preprocessing, statistical analysis, and result presentation. The risk of bias, such as selective outcome reporting, was assessed throughout the review. A qualitative synthesis of study findings in terms of the factor effects on changes in oxyhemoglobin concentration was also performed. This unregistered review highlights the strengths and limitations of the existing literature and suggests directions for future research to facilitate the improved use of fNIRS in developmental cognitive neuroscience research.
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Affiliation(s)
- Michael K Yeung
- Department of Neurology and Neurosurgery, Montreal Neurological Institute, McGill University, Canada; Department of Rehabilitation Sciences, The Hong Kong Polytechnic University, Hong Kong, China.
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Li C, Ding K, Zhang M, Zhang L, Zhou J, Yu D. Effect of Picture-Book Reading With Additive Audio on Bilingual Preschoolers' Prefrontal Activation: A Naturalistic Functional Near-Infrared Spectroscopy Study. Front Psychol 2020; 11:1939. [PMID: 32849138 PMCID: PMC7419625 DOI: 10.3389/fpsyg.2020.01939] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2020] [Accepted: 07/13/2020] [Indexed: 12/21/2022] Open
Abstract
Acquiring a second language (L2) has the power to shape cognition and even the function and structure of the brain. Picture-book reading with additive audio (PRA) is a popular and convenient means of providing L2 exposure for non-balanced bilingual children; however, its contribution to bilingual children’s brain activity is unclear. This study conducted a rigorous bilingual word comprehension experiment and a naturalistic PRA task to explore the effect of L2 processing on brain activation among English as a foreign language (EFL) preschoolers, using functional near-infrared spectroscopy (fNIRS). We found that the two contexts of comprehending English words and bilingual switching (BS), which impose more cognitive control demands, activated the prefrontal cortex (PFC) more than did the condition of comprehending Chinese words. Furthermore, the effect of PFC activity in the condition of picture-book reading with additive English audio (English PRA) was also found to be greater than in the condition of picture-book reading with additive Chinese audio (Chinese PRA); moreover, the effect was modulated by story difficulty. Finally, a positive correlation was shown between EFL children’s English competence and PFC activation through English PRA. This study indicates that the experiences of hearing L2 auditory stories in a picture-book reading activity yielded significant changes to early bilinguals’ PFC functional for cognitive control and language processing.
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Affiliation(s)
- Chuanjiang Li
- Key Laboratory of Child Development and Learning Science of Ministry of Education, Research Center for Learning Science, Southeast University, Nanjing, China
| | - Keya Ding
- Key Laboratory of Child Development and Learning Science of Ministry of Education, Research Center for Learning Science, Southeast University, Nanjing, China
| | - Mingming Zhang
- School of Psychology, Shanghai Normal University, Shanghai, China
| | - Li Zhang
- Faculty of Education, East China Normal University, Shanghai, China
| | - Jing Zhou
- Faculty of Education, East China Normal University, Shanghai, China
| | - Dongchuan Yu
- Key Laboratory of Child Development and Learning Science of Ministry of Education, Research Center for Learning Science, Southeast University, Nanjing, China
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Wagley N, Perrachione TK, Ostrovskaya I, Ghosh SS, Saxler PK, Lymberis J, Wexler K, Gabrieli JDE, Kovelman I. Persistent Neurobehavioral Markers of Developmental Morphosyntax Errors in Adults. JOURNAL OF SPEECH, LANGUAGE, AND HEARING RESEARCH : JSLHR 2019; 62:4497-4508. [PMID: 31825709 PMCID: PMC7201328 DOI: 10.1044/2019_jslhr-19-00154] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/07/2018] [Revised: 05/17/2019] [Accepted: 09/03/2019] [Indexed: 06/10/2023]
Abstract
Purpose Child language acquisition is marked by an optional infinitive period (ages 2-4 years) during which children use nonfinite (infinitival) verb forms and finite verb forms interchangeably in grammatical contexts that require finite forms. In English, children's errors include omissions of past tense /-ed/ and 3rd-person singular /-s/. This language acquisition period typically ends by the age of 4 years, but it persists in children with language impairments. It is unknown if adults still process optional infinitives differently than other kinds of morphosyntax errors. Method We compared behavior and functional brain activation during grammaticality judgments across sentences with developmental optional infinitive tense/agreement errors ("Yesterday I play the song"), nondevelopmental agreement errors ("He am tall") that do not occur in typical child language acquisition, and grammatically correct sentences. Results Adults (N = 25) were significantly slower and less accurate in judging sentences with developmental errors relative to other sentences. Sentences with developmental errors yielded greater activation in bilateral inferior frontal gyri relative to nondevelopmental error sentences in both auditory and visual modalities. Conclusions These findings suggest that the heightened computational demands for finiteness extend well beyond early childhood and continue to exert their influence on grammatical mental and brain function in adulthood.
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Affiliation(s)
- Neelima Wagley
- Department of Psychology, University of Michigan, Ann Arbor
| | | | - Irina Ostrovskaya
- Department of Brain and Cognitive Sciences, Massachusetts Institute of Technology, Cambridge
| | - Satrajit S. Ghosh
- Department of Brain and Cognitive Sciences, Massachusetts Institute of Technology, Cambridge
| | - Patricia K. Saxler
- Department of Brain and Cognitive Sciences, Massachusetts Institute of Technology, Cambridge
| | - John Lymberis
- Department of Brain and Cognitive Sciences, Massachusetts Institute of Technology, Cambridge
| | - Kenneth Wexler
- Department of Brain and Cognitive Sciences, Massachusetts Institute of Technology, Cambridge
| | - John D. E. Gabrieli
- Department of Brain and Cognitive Sciences, Massachusetts Institute of Technology, Cambridge
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Arredondo MM, Hu XS, Satterfield T, Tsutsumi Riobóo A, Gelman SA, Kovelman I. Bilingual effects on lexical selection: A neurodevelopmental perspective. BRAIN AND LANGUAGE 2019; 195:104640. [PMID: 31252177 PMCID: PMC6716384 DOI: 10.1016/j.bandl.2019.104640] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/21/2018] [Revised: 03/31/2019] [Accepted: 05/31/2019] [Indexed: 06/01/2023]
Abstract
When a listener hears a word, multiple lexical items may come to mind; for instance, /kæn/ may activate concepts with similar phonological onsets such as candy and candle. Acquisition of two lexicons may increase such linguistic competition. Using functional Near-Infrared Spectroscopy neuroimaging, we investigate whether bilingualism impacts word processing in the child's brain. Bilingual and monolingual children (N = 52; ages 7-10) completed a lexical selection task in English, where participants adjudicated phonological competitors (e.g., car/cat vs. car/pen). Children were less accurate and responded more slowly during competing than non-competing items. In doing so, children engaged top-down fronto-parietal regions associated with cognitive control. In comparison to bilinguals, monolinguals showed greater activity in left frontal regions, a difference possibly due to bilinguals' adaptation for dual-lexicons. These differences provide insight to theories aiming to explain the role of experience on children's emerging neural networks for lexical selection and language processing.
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Affiliation(s)
- Maria M Arredondo
- The University of British Columbia, Vancouver, BC V6T-1Z4, Canada; Haskins Laboratories, New Haven, CT 06511, United States.
| | - Xiao-Su Hu
- University of Michigan, Ann Arbor, MI 48109, United States
| | | | | | - Susan A Gelman
- University of Michigan, Ann Arbor, MI 48109, United States
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