Longitudinal Study of the Emerging Functional Connectivity Asymmetry of Primary Language Regions during Infancy
Open accessAbstract
Asymmetry in the form of left-hemisphere lateralization is a striking characteristic of the cerebral regions involved in the adult language network. In this study, we leverage a large sample of typically developing human infants with longitudinal resting-state functional magnetic resonance imaging scans to delineate the trajectory of interhemispheric functional asymmetry in language-related regions during the first 2 years of life. We derived the trajectory of interhemispheric functional symmetry of the inferior frontal gyrus (IFG) and superior temporal gyrus (STG), the sensory and visual cortices, and two higher-order regions within the intraparietal sulcus and dorsolateral prefrontal cortex. Longitudinal models revealed a best fit with quadratic age terms and showed significant estimated coefficients of determination for both the IFG (r2= 0.261,p< 0.001) and the STG (r2= 0.142,p< 0.001) regions while all other regions were best modeled by log-linear increases. These inverse-U-shaped functions of the language regions peaked at ∼11.5 months of age, indicating that a transition toward asymmetry began in the second year. This shift was accompanied by an increase in the functional connectivity of these regions within the left hemisphere. Finally, we detected an association between the trajectory of the IFG and language outcomes at 4 years of age (χ 2= 10.986,p= 0.011). Our results capture the developmental timeline of the transition toward interhemispheric functional asymmetry during the first 2 years of life. More generally, our findings suggest that increasing interhemispheric functional symmetry in the first year might be a general principle of the developing brain, governing different functional systems, including those that will eventually become lateralized in adulthood. SIGNIFICANCE STATEMENT Cross-sectional studies of the language system in early infancy suggest that the basic neural mechanisms are in place even before birth. This study represents the first of its kind, using a large longitudinal sample of infants, to delineate the early language-related transition toward interhemispheric functional asymmetry in the brain using resting-state functional MRI. More generally, our findings suggest that increasing interhemispheric functional symmetry in the first year might be a general principle of the developing brain governing multiple functional systems, including those that will eventually become lateralized in adulthood. Although resting-state functional MRI cannot provide direct insights into the developmental mechanisms of language lateralization, this study reveals language-related functional connectivity changes during infancy, marking critical points in the development of the brain's functional architecture.
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
The default-mode network shows the earliest synchronization of its constituent regions and achieves an adult-like core structure by around six months, consistent with the emergence of self-awareness thought to depend on this network at that age.
“the default-mode network99, 100 shows the earliest synchronization of its constituent regions and achieves an adult-like core structure [G] by around 6 months of age91, consistent with the emergence of self-awareness, which is thought to depend on the default-mode network, at this age101.”
From Imaging structural and functional brain development in early childhood (2018) · cites this paper as [101]
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Cites
Advances in functional and structural MR image analysis and implementation as FSL
Smith, S. M., Jenkinson, M., Woolrich, M. W., Beckmann, C. F., Behrens, T. E. J., Johansen-Berg, H., Bannister, P. R., De Luca, M., Drobnjak, I., Flitney, D. E., et al. (2004) · NeuroImage · doi:10.1016/j.neuroimage.2004.07.051 · Cited by 13,630 · see citing works
Nakagawa, S., & Schielzeth, H. (2013) · Methods in Ecology and Evolution · doi:10.1111/j.2041-210x.2012.00261.x · Cited by 10,356 · see citing works
Power, J. D., Barnes, K. A., Snyder, A. Z., Schlaggar, B. L., & Petersen, S. E. (2012) · NeuroImage · doi:10.1016/j.neuroimage.2011.10.018 · Cited by 7,429 · see citing works
Consistent resting-state networks across healthy subjects
Damoiseaux, J. S., Rombouts, S. A. R. B., Barkhof, F., Scheltens, P., Stam, C. J., Smith, S. M., & Beckmann, C. F. (2006) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0601417103 · Cited by 4,326 · see citing works
Methods to detect, characterize, and remove motion artifact in resting state fMRI
Power, J. D., Mitra, A., Laumann, T. O., Snyder, A. Z., Schlaggar, B. L., & Petersen, S. E. (2014) · NeuroImage · doi:10.1016/j.neuroimage.2013.08.048 · Cited by 3,748 · see citing works
Mullen Scales of Early Learning
Bradley‐Johnson, S. (1997) · Psychology in the Schools · doi:10.1002/(sici)1520-6807(199710)34:4 · Cited by 2,329 · see citing works
Toga, A. W., & Thompson, P. M. (2003) · Nature reviews. Neuroscience · doi:10.1038/nrn1009 · Cited by 1,498 · see citing works
Human temporal lobe activation by speech and nonspeech sounds
Binder, J. R. (2000) · Cerebral Cortex · doi:10.1093/cercor/10.5.512 · Cited by 1,345 · see citing works
Functional neuroimaging of speech perception in infants
Dehaene-Lambertz, G., Dehaene, S., & Hertz-Pannier, L. (2002) · Science · doi:10.1126/science.1077066 · Cited by 1,113 · see citing works
HAMMER: hierarchical attribute matching mechanism for elastic registration
Shen, D. G., & Davatzikos, C. A. (2002) · IEEE Transactions on Medical Imaging · doi:10.1109/tmi.2002.803111 · Cited by 1,089 · see citing works
LINEAR AND NONLINEAR MIXED-EFFECTS MODELS
Bates, D. M., & Pinheiro, J. C. (1998) · Conference on Applied Statistics in Agriculture · doi:10.4148/2475-7772.1273 · Cited by 1,068 · see citing works
Recent progress and outstanding issues in motion correction in resting state fMRI
Power, J. D., Schlaggar, B. L., & Petersen, S. E. (2015) · NeuroImage · doi:10.1016/j.neuroimage.2014.10.044 · Cited by 957 · see citing works
Extension of Nakagawa & Schielzeth's R2GLMM to random slopes models
Johnson, P. (2014) · Methods in Ecology and Evolution · doi:10.1111/2041-210x.12225 · Cited by 952 · see citing works
Dorsolateral prefrontal contributions to human working memory
Barbey, A. K., Koenigs, M., & Grafman, J. (2013) · Cortex · doi:10.1016/j.cortex.2012.05.022 · Cited by 940 · see citing works
Kinney, H. C., Ann brody, B., Kloman, A. S., & Gilles, F. H. (1988) · Journal of Neuropathology and Experimental Neurology · doi:10.1097/00005072-198805000-00003 · Cited by 888 · see citing works
Hallquist, M. N., Hwang, K., & Luna, B. (2013) · NeuroImage · doi:10.1016/j.neuroimage.2013.05.116 · Cited by 753 · see citing works
Zuo, X., Kelly, C. A. M., Martino, A. D., Mennes, M., Margulies, D. S., Bangaru, S. D., Grzadzinski, R., Evans, A. C., Zang, Y., Castellanos, F. X., et al. (2010) · Journal of Neuroscience · doi:10.1523/jneurosci.2612-10.2010 · Cited by 741 · see citing works
Sounds and silence: An optical topography study of language recognition at birth
Peña, M., Maki, A., Kovac̆ić, D., Dehaene‐Lambertz, G., Koizumi, H., Bouquet, F., & Mehler, J. (2003) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1934290100 · Cited by 735 · see citing works
Sequence of Central Nervous System Myelination in Human Infancy. I. An Autopsy Study of Myelination
BRODY, B. A., KINNEY, H. C., KLOMAN, A. S., & GILLES, F. H. (1987) · Journal of Neuropathology and Experimental Neurology · doi:10.1097/00005072-198705000-00005 · Cited by 682 · see citing works
Gao, W., Zhu, H., Giovanello, K. S., Smith, J. K., Shen, D., Gilmore, J. H., & Lin, W. (2009) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0811221106 · Cited by 601 · see citing works
Self-citationSchizophrenia as an Anomaly of Development of Cerebral Asymmetry
Crow, T. J. (1989) · Archives of General Psychiatry · doi:10.1001/archpsyc.1989.01810120087013 · Cited by 590 · see citing works
Emergence of resting state networks in the preterm human brain
Doria, V., Beckmann, C. F., Arichi, T., Merchant, N., Groppo, M., Turkheimer, F. E., Counsell, S. J., Murgasova, M., Aljabar, P., Nunes, R. G., et al. (2010) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1007921107 · Cited by 574 · see citing works
Pathways to language: fiber tracts in the human brain
Friederici, A. D. (2009) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2009.01.001 · Cited by 565 · see citing works
Neural language networks at birth
Perani, D., Saccuman, M. C., Scifo, P., Anwander, A., Spada, D., Baldoli, C., Poloniato, A., Lohmann, G., & Friederici, A. D. (2011) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1102991108 · Cited by 535 · see citing works
Cortical Pain Responses in Human Infants
Slater, R., Cantarella, A., Gallella, S., Worley, A., Boyd, S. G., Meek, J. H., & Fitzgerald, M. (2006) · Journal of Neuroscience · doi:10.1523/jneurosci.0348-06.2006 · Cited by 447 · see citing works
Reduction of motion-related artifacts in resting state fMRI using aCompCor
Muschelli, J., Nebel, M. B., Caffo, B. S., Barber, A. D., Pekar, J. J., & Mostofsky, S. H. (2014) · NeuroImage · doi:10.1016/j.neuroimage.2014.03.028 · Cited by 431 · see citing works
Lateralization of auditory language functions: A dynamic dual pathway model
Friederici, A. D., & Alter, K. (2003) · Brain and Language · doi:10.1016/s0093-934x(03)00351-1 · Cited by 412 · see citing works
Normalized Cut Group Clustering of Resting-State fMRI Data
van den Heuvel, M. P., Mandl, R. C. W., & Pol, H. E. H. (2008) · PLoS ONE · doi:10.1371/journal.pone.0002001 · Cited by 403 · see citing works
The Neonatal Connectome During Preterm Brain Development
van den Heuvel, M. P., Kersbergen, K. J., de Reus, M. A., Keunen, K., Kahn, R. S., Groenendaal, F., de Vries, L. S., & Benders, M. J. N. L. (2015) · Cerebral Cortex · doi:10.1093/cercor/bhu095 · Cited by 386 · see citing works
Gao, W., Alcauter, S., Elton, A., Hernandez-Castillo, C. R., Smith, J. K., Ramirez, J., & Lin, W. (2015) · Cerebral Cortex · doi:10.1093/cercor/bhu088 · Cited by 380 · see citing works
Self-citationFunctional Connectivity of the Infant Human Brain
Gao, W., Lin, W., Grewen, K., & Gilmore, J. H. (2016) · The Neuroscientist · doi:10.1177/1073858416635986 · Cited by 365 · see citing works
Self-citationDevelopment of human brain cortical network architecture during infancy
Gao, W., Alcauter, S., Smith, J. K., Gilmore, J. H., & Lin, W. (2015) · Brain Structure and Function · doi:10.1007/s00429-014-0710-3 · Cited by 356 · see citing works
Self-citationA wavelet method for modeling and despiking motion artifacts from resting-state fMRI time series
Patel, A. X., Kundu, P., Rubinov, M., Jones, P. S., Vértes, P. E., Ersche, K. D., John Suckling, A., & Bullmore, E. T. (2014) · NeuroImage · doi:10.1016/j.neuroimage.2014.03.012 · Cited by 354 · see citing works
Nielsen, J. A., Zielinski, B. A., Ferguson, M. A., Lainhart, J. E., & Anderson, J. S. (2013) · PLoS ONE · doi:10.1371/journal.pone.0071275 · Cited by 339 · see citing works
Regional Variation in Interhemispheric Coordination of Intrinsic Hemodynamic Fluctuations
Stark, D. E., Margulies, D. S., Shehzad, Z. E., Reiss, P. T., Kelly, C. A. M., Uddin, L. Q., Gee, D. G., Roy, A. K., Banich, M. T., Castellanos, F. X., et al. (2008) · Journal of Neuroscience · doi:10.1523/jneurosci.4544-08.2008 · Cited by 314 · see citing works
Abnormal asymmetry in language association cortex in autism
Herbert, M. R., Harris, G. J., Adrien, K. T., Ziegler, D. A., Makris, N., Kennedy, D. N., Lange, N. T., Chabris, C. F., Bakardjiev, A., Hodgson, J., et al. (2002) · Annals of Neurology · doi:10.1002/ana.10349 · Cited by 314 · see citing works
Gao, W., Lin, W., Chen, Y., Gerig, G., Smith, J. K., Jewells, V. L., & Gilmore, J. H. (2008) · American Journal of Neuroradiology · doi:10.3174/ajnr.a1363 · Cited by 299 · see citing works
Self-citationJo, H. J., Gotts, S. J., Reynolds, R. C., Bandettini, P. A., Martin, A. D., Cox, R. W., & Saad, Z. S. (2013) · Journal of Applied Mathematics · doi:10.1155/2013/935154 · Cited by 277 · see citing works
Temporal and spatial evolution of brain network topology during the first two years of life
Gao, W., Gilmore, J. H., Giovanello, K. S., Smith, J. K., Shen, D., Zhu, H., & Lin, W. (2011) · PLoS ONE · doi:10.1371/journal.pone.0025278 · Cited by 272 · see citing works
Self-citationNeuroanatomical Prerequisites for Language Functions in the Maturing Brain
Bräuer, J., Anwander, A., & Friederici, A. D. (2010) · Cerebral Cortex · doi:10.1093/cercor/bhq108 · Cited by 270 · see citing works
Language lateralization in schizophrenia, an fMRI study
Sommer, I. E., Ramsey, N. F., & Kahn, R. S. (2001) · Schizophrenia Research · doi:10.1016/s0920-9964(00)00180-8 · Cited by 261 · see citing works
Dehaene‐Lambertz, G., Montavont, A., Jobert, A., Allirol, L., Dubois, J., Hertz‐Pannier, L., & Dehaene, S. (2009) · Brain and Language · doi:10.1016/j.bandl.2009.09.003 · Cited by 249 · see citing works
Fransson, P., Skiöld, B., Engström, M., Hallberg, B., Mosskin, M., Ådén, U., Lagercrantz, H., & Blennow, M. (2009) · Pediatric Research · doi:10.1203/pdr.0b013e3181b1bd84 · Cited by 240 · see citing works
Atypical functional lateralization of language in autism spectrum disorders
Kleinhans, N. M., Müller, R.-A., Cohen, D. N., & Courchesne, E. (2008) · Brain Research · doi:10.1016/j.brainres.2008.04.080 · Cited by 237 · see citing works
Development of Thalamocortical Connectivity during Infancy and Its Cognitive Correlations
Alcauter, S., Lin, W., Smith, J. K., Short, S. J., Goldman, B. D., Reznick, J. S., Gilmore, J. H., & Gao, W. (2014) · Journal of Neuroscience · doi:10.1523/jneurosci.0796-14.2014 · Cited by 228 · see citing works
Self-citationCross-hemispheric functional connectivity in the human fetal brain
Thomason, M. E., Dassanayake, M. T., Shen, S., Katkuri, Y., Alexis, M., Anderson, A. L., Yeo, L., Mody, S., Hernandez-Andrade, E., Hassan, S. S., et al. (2013) · Science Translational Medicine · doi:10.1126/scitranslmed.3004978 · Cited by 225 · see citing works
Quantitative tract-based white matter development from birth to age 2 years
Geng, X., Gouttard, S., Sharma, A., Gu, H., Styner, M., Lin, W., Gerig, G., & Gilmore, J. H. (2012) · NeuroImage · doi:10.1016/j.neuroimage.2012.03.057 · Cited by 212 · see citing works
Self-citationMay, L., Byers‐Heinlein, K., Gervain, J., & Werker, J. F. (2011) · Frontiers in Psychology · doi:10.3389/fpsyg.2011.00222 · Cited by 205 · see citing works
Gao, W., Gilmore, J. H., Shen, D., Smith, J. K., Zhu, H., & Lin, W. (2013) · Cerebral Cortex · doi:10.1093/cercor/bhs043 · Cited by 194 · see citing works
Self-citationSato, H. R., Hirabayashi, Y., Tsubokura, H., Kanai, M., Ashida, T., Konishi, I., Uchida-Ota, M., Konishi, Y., & Maki, A. (2011) · Human Brain Mapping · doi:10.1002/hbm.21350 · Cited by 184 · see citing works
Minagawa‐Kawai, Y., van der Lely, H. K. J., Ramus, F., Satō, Y., Mazuka, R., & Emmanuel Dupoux, A. (2010) · Cerebral Cortex · doi:10.1093/cercor/bhq082 · Cited by 180 · see citing works
Development of Forward and Feedback Connections between Areas V1 and V2 of Human Visual Cortex
Burkhalter, A. (1993) · Cerebral Cortex · doi:10.1093/cercor/3.5.476 · Cited by 166 · see citing works
Structural asymmetries of perisylvian regions in the preterm newborn
Dubois, J., Benders, M. J. N. L., Lazeyras, F., Borradori-Tolsa, C., Leuchter, R. H., Mangin, J., & Hüppi, P. S. (2010) · NeuroImage · doi:10.1016/j.neuroimage.2010.03.054 · Cited by 156 · see citing works
Hevner, R. F. (2000) · Journal of Neuropathology & Experimental Neurology · doi:10.1093/jnen/59.5.385 · Cited by 141 · see citing works
Ontogenesis of goal-directed behavior: anatomo-functional considerations
Kostović, I., Judaš, M., Petanjek, Z., & Šimić, G. (1995) · International Journal of Psychophysiology · doi:10.1016/0167-8760(94)00081-o · Cited by 139 · see citing works
Li, G., Nie, J., Wang, L., Shi, F., Lyall, A., Lin, W.-L., Gilmore, J., & Shen, D. (2014) · Cerebral Cortex · doi:10.1093/cercor/bhs413 · Cited by 139 · see citing works
Self-citationNeural specialization for speech in the first months of life
Shultz, S., Vouloumanos, A., Bennett, R. H., & Pelphrey, K. A. (2014) · Developmental Science · doi:10.1111/desc.12151 · Cited by 137 · see citing works
Popken, G. J., & Farel, P. B. (1997) · The Journal of Comparative Neurology · doi:10.1002/(sici)1096-9861(19970915)386:1 · Cited by 117 · see citing works
Shen, D. G., & Davatzikos, C. A. (2004) · NeuroImage · doi:10.1016/j.neuroimage.2003.12.015 · Cited by 106 · see citing works
Early math achievement and functional connectivity in the fronto-parietal network
Emerson, R. W., & Cantlon, J. F. (2011) · Developmental Cognitive Neuroscience · doi:10.1016/j.dcn.2011.11.003 · Cited by 101 · see citing works
Self-citationSetting the Frame: The Human Brain Activates a Basic Low-Frequency Network for Language Processing
Lohmann, G., Hoehl, S., Bräuer, J., Danielmeier, C., Bornkessel‐Schlesewsky, I., Bahlmann, J., Turner, R., & Friederici, A. D. (2009) · Cerebral Cortex · doi:10.1093/cercor/bhp190 · Cited by 74 · see citing works
Flagged first, then by citations
Cited by
Sorted by citations
Imaging structural and functional brain development in early childhood
Gilmore, J. H., Knickmeyer, R. C., & Gao, W. (2018) · Nature Reviews Neuroscience · doi:10.1038/nrn.2018.1 · Cited by 1,013 · see citing works
Self-citationThe UNC/UMN Baby Connectome Project (BCP): An overview of the study design and protocol development
Howell, B., Styner, M. A., Gao, W., Yap, P., Wang, L., Baluyot, K., Yacoub, E. S., Chen, G., Potts, T., Salzwedel, A., et al. (2018) · NeuroImage · doi:10.1016/j.neuroimage.2018.03.049 · Cited by 431 · see citing works
Self-citationNeural histology and neurogenesis of the human fetal and infant brain
Kostović, I., Sedmak, G., & Judáš, M. (2018) · NeuroImage · doi:10.1016/j.neuroimage.2018.12.043 · Cited by 259 · see citing works
Resting-state functional MRI studies on infant brains: A decade of gap-filling efforts
Zhang, H., Shen, D. G., & Lin, W. (2018) · NeuroImage · doi:10.1016/j.neuroimage.2018.07.004 · Cited by 154 · see citing works
Self-citationFunctional brain connectivity changes across the human life span: From fetal development to old age
Edde, M., Leroux, G., Altena, E., & Chanraud, S. (2021) · Journal of Neuroscience Research · doi:10.1002/jnr.24669 · Cited by 143 · see citing works
Sex differences in functional connectivity during fetal brain development
Wheelock, M. D., Hect, J. L., Hernandez-Andrade, E., Hassan, S. S., Romero, R., Eggebrecht, A. T., & Thomason, M. E. (2019) · Developmental Cognitive Neuroscience · doi:10.1016/j.dcn.2019.100632 · Cited by 126 · see citing works
Infant social interactions and brain development: A systematic review
Ilyka, D., Johnson, M. H., & Lloyd‐Fox, S. (2021) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2021.09.001 · Cited by 125 · see citing works
Challenges in pediatric neuroimaging
Barkovich, M. J., Li, Y., Desikan, R. S., Barkovich, A. J., & Xu, D. (2018) · NeuroImage · doi:10.1016/j.neuroimage.2018.04.044 · Cited by 108 · see citing works
Cornelissen, L., Kim, S., Lee, J. M., Brown, E. N., Purdon, P. L., & Berde, C. B. (2018) · British Journal of Anaesthesia · doi:10.1016/j.bja.2018.01.037 · Cited by 95 · see citing works
Subcortical Brain and Behavior Phenotypes Differentiate Infants With Autism Versus Language Delay
Swanson, M. R., Shen, M. D., Wolff, J. J., Elison, J. T., Emerson, R. W., Styner, M. A., Hazlett, H. C., Truong, K. N., Watson, L. R., Paterson, S., et al. (2017) · Biological Psychiatry Cognitive Neuroscience and Neuroimaging · doi:10.1016/j.bpsc.2017.07.007 · Cited by 89 · see citing works
Self-citationThomason, M. E., Hect, J. L., Waller, R. E., Manning, J. H., Stacks, A. M., Beeghly, M., Boeve, J. L., Wong, K., van den Heuvel, M. I., Hernandez‐Andrade, E. A., et al. (2018) · Development and Psychopathology · doi:10.1017/s095457941800072x · Cited by 75 · see citing works
Naturalistic Language Input is Associated with Resting-State Functional Connectivity in Infancy
King, L. S., Camacho, M. C., Montez, D. F., Humphreys, K. L., & Gotlib, I. H. (2020) · Journal of Neuroscience · doi:10.1523/jneurosci.0779-20.2020 · Cited by 66 · see citing works
Language Experience during Infancy Predicts White Matter Myelination at Age 2 Years
Huber, E., Corrigan, N. M., Yarnykh, V. L., Ramírez, N. F., & Kuhl, P. K. (2023) · Journal of Neuroscience · doi:10.1523/jneurosci.1043-22.2023 · Cited by 64 · see citing works
The emergence of a functionally flexible brain during early infancy
Yin, W., Li, T., Hung, S.-C., Zhang, H., Wang, L., Shen, D., Zhu, H., Mucha, P. J., Cohen, J. R., & Lin, W. (2020) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.2002645117 · Cited by 56 · see citing works
Self-citationYu, X., Ferradal, S. L., Sliva, D. D., Dunstan, J., Carruthers, C., Sanfilippo, J. S., Zuk, J., Zöllei, L., Boyd, E. C., Gagoski, B. A., et al. (2021) · Cerebral Cortex · doi:10.1093/cercor/bhab230 · Cited by 54 · see citing works
Liu, J., Okada, N. J., Cummings, K. K., Jung, J., Patterson, G., Bookheimer, S. Y., Jeste, S., & Dapretto, M. (2020) · Developmental Cognitive Neuroscience · doi:10.1016/j.dcn.2020.100814 · Cited by 51 · see citing works
Infant Visual Brain Development and Inherited Genetic Liability in Autism
Girault, J. B., Donovan, K., Hawks, Z., Talović, M., Forsen, E., Elison, J. T., Shen, M. D., Swanson, M. R., Wolff, J. J., Kim, S. H., et al. (2022) · American Journal of Psychiatry · doi:10.1176/appi.ajp.21101002 · Cited by 47 · see citing works
Jin, X., Liang, X., & Gong, G. (2020) · Frontiers in Neuroscience · doi:10.3389/fnins.2020.00932 · Cited by 46 · see citing works
Altered lateralization of dorsal language tracts in 6‐week‐old infants at risk for autism
Liu, J., Tsang, T., Jackson, L., Ponting, C., Jeste, S., Bookheimer, S. Y., & Dapretto, M. (2018) · Developmental Science · doi:10.1111/desc.12768 · Cited by 45 · see citing works
Vassar, R. L., Schadl, K., Cahill‐Rowley, K., Yeom, K. W., Stevenson, D. K., & Rose, J. (2020) · Pediatric Neurology · doi:10.1016/j.pediatrneurol.2020.02.007 · Cited by 43 · see citing works
Influence of the Home Linguistic Environment on Early Language Development
Brito, N. H. (2017) · Policy Insights from the Behavioral and Brain Sciences · doi:10.1177/2372732217720699 · Cited by 45 · see citing works
Ghio, M., Cara, C., & Tettamanti, M. (2021) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2021.07.009 · Cited by 39 · see citing works
Liu, J., Chen, Y., Stephens, R. L., Cornea, E. A., Goldman, B. D., Gilmore, J. H., & Gao, W. (2021) · Cortex · doi:10.1016/j.cortex.2021.02.005 · Cited by 37 · see citing works
Self-citationYin, W., Chen, M., Hung, S., Baluyot, K., Li, T., & Lin, W. (2019) · NeuroImage · doi:10.1016/j.neuroimage.2019.01.025 · Cited by 37 · see citing works
Self-citationA hierarchical model of early brain functional network development
Gao, W. (2025) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2025.04.001 · Cited by 35 · see citing works
Self-citationScheinost, D., Chang, J. T., Lacadie, C., Brennan‐Wydra, E., Constable, R. T., Chawarska, K., & Ment, L. R. (2021) · Cerebral Cortex · doi:10.1093/cercor/bhab415 · Cited by 32 · see citing works
The Cambridge Handbook of Infant Development
Lockman, J. J., Hertz, D., Tamis-LeMonda, C. S., Brain, B. C., Context..........................................., Rey, J., Falck-Ytter, T., Jones, E., Maurer, D., Cirelli, L., et al. (2020) · Cambridge University Press eBooks · doi:10.1017/9781108351959 · Cited by 30 · see citing works
Language lateralization with resting-state and task-based functional MRI in pediatric epilepsy
Desai, V. R., Vedantam, A., Lam, S. K., Mirea, L., Foldes, S. T., Curry, D. J., Adelson, P. D., Wilfong, A. A., & Boerwinkle, V. L. (2018) · Journal of Neurosurgery Pediatrics · doi:10.3171/2018.7.peds18162 · Cited by 29 · see citing works
Liu, J., Tsang, T., Ponting, C., Jackson, L., Jeste, S., Bookheimer, S. Y., & Dapretto, M. (2020) · Developmental Science · doi:10.1111/desc.13078 · Cited by 30 · see citing works
Brain age prediction and deviations from normative trajectories in the neonatal connectome
Sun, H., Mehta, S., Khaitova, M., Cheng, B., Hao, X., Spann, M. N., & Scheinost, D. (2024) · Nature Communications · doi:10.1038/s41467-024-54657-5 · Cited by 26 · see citing works
Application of Resting State Functional MR Imaging to Presurgical Mapping
Sair, H. I., Agarwal, S., & Pillai, J. J. (2017) · Neuroimaging Clinics of North America · doi:10.1016/j.nic.2017.06.003 · Cited by 25 · see citing works
The Development of Multisensory Attention Skills
Bahrick, L. E., Lickliter, R., & Todd, J. T. T. (2020) · Cambridge University Press eBooks · doi:10.1017/9781108351959.011 · Cited by 24 · see citing works
Jolles, D., Mennigen, E., Gupta, M. W., Hegarty, C. E., Bearden, C. E., & Karlsgodt, K. H. (2020) · NeuroImage · doi:10.1016/j.neuroimage.2020.117202 · Cited by 24 · see citing works
Brain myelination at 7 months of age predicts later language development
Corrigan, N. M., Yarnykh, V. L., Huber, E., Zhao, T. C., & Kuhl, P. K. (2022) · NeuroImage · doi:10.1016/j.neuroimage.2022.119641 · Cited by 22 · see citing works
Towards a model of language neurobiology in early development
Sanchez–Alonso, S., & Aslin, R. Ν. (2021) · Brain and Language · doi:10.1016/j.bandl.2021.105047 · Cited by 22 · see citing works
Resting‐state networks of the neonate brain identified using independent component analysis
Rajasilta, O., Tuulari, J. J., Björnsdotter, M., Scheinin, N. M., Lehtola, S. J., Saunavaara, J. P., Häkkinen, S., Merisaari, H., Parkkola, R. K., Lähdesmäki, T., et al. (2020) · Developmental Neurobiology · doi:10.1002/dneu.22742 · Cited by 20 · see citing works
Development and emergence of functional network asymmetry in 3- to 9-month-old infants
Liu, G., Huo, E., Liu, H., Jia, G., Zhi, Y., Dong, Q., & Niu, H. (2022) · Cortex · doi:10.1016/j.cortex.2022.06.009 · Cited by 18 · see citing works
Impact of development and recent‐onset epilepsy on language dominance
Marcelle, M., You, X., Fanto, E. J., Sepeta, L. N., Gaillard, W. D., & Berl, M. M. (2022) · Epilepsia · doi:10.1111/epi.17383 · Cited by 15 · see citing works
Millevert, C., Vidas-Guscic, N., Vanherp, L., Jonckers, E., Verhoye, M., Staelens, S. G., Bertoglio, D., & Weckhuysen, S. (2023) · Journal of Neuroscience · doi:10.1523/jneurosci.1043-23.2023 · Cited by 15 · see citing works
Early development of the functional brain network in newborns
Nazari, R., & Salehi, M. (2023) · Brain Structure and Function · doi:10.1007/s00429-023-02681-4 · Cited by 15 · see citing works
Liu, J., Chen, H., Cornea, E. A., Gilmore, J. H., & Gao, W. (2023) · Cerebral Cortex · doi:10.1093/cercor/bhad288 · Cited by 16 · see citing works
Self-citationInfant Emotion Development and Temperament
Aktar, E., & Pérez‐Edgar, K. E. (2020) · Cambridge University Press eBooks · doi:10.1017/9781108351959.026 · Cited by 14 · see citing works
Jiang, W., Zhou, Z. X., Li, G., Yin, W., Wu, Z., Wang, L., Ghanbari, M., Li, G., Yap, P., Howell, B., et al. (2023) · Developmental Cognitive Neuroscience · doi:10.1016/j.dcn.2023.101284 · Cited by 12 · see citing works
Self-citationLi, X., Chen, H., Hu, Y., Larsen, R. J., Sutton, B. P., McElwain, N. L., & Gao, W. (2023) · Cerebral Cortex · doi:10.1093/cercor/bhad117 · Cited by 12 · see citing works
Self-citationCross-Cultural Perspectives on Parent–Infant Interactions
Bornstein, M. H., & Esposito, G. (2020) · Cambridge University Press eBooks · doi:10.1017/9781108351959.029 · Cited by 11 · see citing works
Tang, X., Turesky, T. K., Escalante, E. S., Loh, M., Xia, M., Yu, X., & Gaab, N. (2024) · Developmental Cognitive Neuroscience · doi:10.1016/j.dcn.2024.101405 · Cited by 10 · see citing works
Cerebral asymmetry during development using linear measures from MRI
Vannucci, R. C., Heier, L., & Vannucci, S. J. (2019) · Early Human Development · doi:10.1016/j.earlhumdev.2019.104853 · Cited by 8 · see citing works
A systematic review of MRI studies of language development from birth to 2 years of age
Silver, E. A., Korja, R., Mainela‐Arnold, E., Pulli, E. P., Saukko, E., Nolvi, S., Kataja, E., Karlsson, L., Karlsson, H., & Tuulari, J. J. (2020) · Developmental Neurobiology · doi:10.1002/dneu.22792 · Cited by 9 · see citing works
Richards, J. E., & Conte, S. (2020) · Cambridge University Press eBooks · doi:10.1017/9781108351959.004 · Cited by 9 · see citing works
Parenting and Human Brain Development
Posner, M., & Rothbart, M. (2018) · Springer eBooks · doi:10.1007/978-3-319-94598-9_8 · Cited by 4 · see citing works
Sensorimotor contingencies in congenital hearing loss: The critical first nine months.
Kral, A., Kishon-Rabin, L., O'Donoghue, G. M., & Romeo, R. R. (2025) · Hearing Research · doi:10.1016/j.heares.2025.109401 · Cited by 7 · see citing works
Rachwani, J., Hoch, J. E., & Adolph, K. E. (2020) · Cambridge University Press eBooks · doi:10.1017/9781108351959.017 · Cited by 8 · see citing works
Infant Object Manipulation and Play
Tamis‐LeMonda, C. S., & Lockman, J. J. (2020) · Cambridge University Press eBooks · doi:10.1017/9781108351959.019 · Cited by 8 · see citing works
Infant Vocal Learning and Speech Production
Warlaumont, A. S. (2020) · Cambridge University Press eBooks · doi:10.1017/9781108351959.022 · Cited by 7 · see citing works
The Development of Infant Feeding
Mennella, J. A., Forestell, C. A., Ventura, A. K., & Fisher, J. O. (2020) · Cambridge University Press eBooks · doi:10.1017/9781108351959.010 · Cited by 7 · see citing works
Parent‐led massage and sleep EEG for term‐born infants: A randomized controlled parallel‐group study
Ventura, S., Mathieson, S., O’Sullivan, M. P., O’Toole, J. M., Livingstone, V., Pressler, R., Dempsey, E. M., Murray, D. M., & Boylan, G. B. (2023) · Developmental Medicine & Child Neurology · doi:10.1111/dmcn.15565 · Cited by 6 · see citing works
Brain-wide connectivity architecture
Ma, Z., & Zhang, N. (2021) · Elsevier eBooks · doi:10.1016/b978-0-12-817986-4.00022-5 · Cited by 6 · see citing works
Infant Attachment (to Mother and Father) and Its Place in Human Development
Dagan, O., & Sagi‐Schwartz, A. (2020) · Cambridge University Press eBooks · doi:10.1017/9781108351959.025 · Cited by 6 · see citing works
Jin, X., Liang, X., & Gong, G. (2024) · Imaging Neuroscience · doi:10.1162/imag_a_00205 · Cited by 5 · see citing works
Neural Networks Implicated in Autobiographical Memory Training
Cîrneci, D., Onu, M., Papasteri, C., Georgescu, D., Poalelungi, C., Sofonea, A., Puşcaşu, N., Tanase, D., Rădeanu, T., Toader, M.-Y., et al. (2022) · eNeuro · doi:10.1523/eneuro.0137-22.2022 · Cited by 6 · see citing works
Paranawithana, I., Mao, D., McKay, C. M., & Wong, Y. T. (2023) · Journal of Neural Engineering · doi:10.1088/1741-2552/acbb2d · Cited by 5 · see citing works
Brain asymmetry and its association with inattention and heritability during neurodevelopment
Tomasi, D. G., & Volkow, N. D. (2025) · Translational Psychiatry · doi:10.1038/s41398-025-03327-1 · Cited by 5 · see citing works
Understanding and Evaluating the Moral World in Infancy
Hamlin, J. K., & Sitch, M. J. (2020) · Cambridge University Press eBooks · doi:10.1017/9781108351959.028 · Cited by 5 · see citing works
Born Connected: The Early Emergence of Adult-Like Multi-Scale Brain Networks in InfancyPreprint
Bajracharya, P., Fu, Z., Mirzaeian, S., Calhoun, V. D., Shultz, S., & Iraji, A. (2024) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2024.11.27.625681 · Cited by 7 · see citing works
Longitudinal associations between birth-to-six cortical growth and childhood neurocognitive function
Davis, M. M., Woodburn, M., Nugiel, T., Rakesh, D., Tate, M., Asciutto, W., Lin, W., Cohen, J. R., & Sheridan, M. A. (2025) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.2418176122 · Cited by 5 · see citing works
Self-citationUtilizing functional neuroimaging to study early language development
Olson, H. A., Day, T. K. M., Hiersche, K. J., Manning, B. L., Bradley, H., Choi, S. J., Abdurokhmonova, G., McCormick, S. A., Conrad, A. L., Scheinost, D., et al. (2025) · Developmental Cognitive Neuroscience · doi:10.1016/j.dcn.2025.101641 · Cited by 4 · see citing works
Paranawithana, I., Mao, D., McKay, C. M., & Wong, Y. T. (2024) · Human Brain Mapping · doi:10.1002/hbm.70021 · Cited by 4 · see citing works
Wang, J., Turesky, T. K., Loh, M., Barber, J., Hue, V., Escalante, E. S., Medina, A., Zuk, J., & Gaab, N. (2024) · Brain and Language · doi:10.1016/j.bandl.2024.105461 · Cited by 4 · see citing works
Speech‐Processing Network Formation of Cochlear‐Implanted Toddlers With Early Hearing Experiences
Wu, M., Liu, H., Zhao, X. Y., Lu, L., Wang, Y., Wei, C., Liu, Y., & Zhang, Y. (2024) · Developmental Science · doi:10.1111/desc.13568 · Cited by 4 · see citing works
Mitsven, S. G., Messinger, D. S., Moffitt, J., & Ahn, Y. A. (2020) · Cambridge University Press eBooks · doi:10.1017/9781108351959.027 · Cited by 6 · see citing works
Moser, C., Spencer‐Smith, M. M., Anderson, P. J., McIlroy, A., WOOD, A. G., Leventer, R. J., Anderson, V. A., & Siffredi, V. (2024) · Brain and Language · doi:10.1016/j.bandl.2024.105448 · Cited by 3 · see citing works
Mancuso, C., Bacquet, M., Benjamin, L., Leroy, F., & Dehaene‐Lambertz, G. (2025) · Brain Structure and Function · doi:10.1007/s00429-025-02979-5 · Cited by 3 · see citing works
Jayaraman, S., & Smith, L. B. (2020) · Cambridge University Press eBooks · doi:10.1017/9781108351959.020 · Cited by 2 · see citing works
Maurer, D. M. (2020) · Cambridge University Press eBooks · doi:10.1017/9781108351959.006 · Cited by 3 · see citing works
Infant Learning in the Digital Age
Rusnak, S. N., & Barr, R. (2020) · Cambridge University Press eBooks · doi:10.1017/9781108351959.016 · Cited by 3 · see citing works
Infant functional connectivity fingerprints predict long-term language and pre-literacy outcomesPreprint
Yu, X., Ferradal, S. L., Sliva, D. D., Dunstan, J., Carruthers, C., Sanfilippo, J. S., Zuk, J., Zöllei, L., Boyd, E. C., Gagoski, B. A., et al. (2020) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2020.10.29.360081 · Cited by 3 · see citing works
Boerwinkle, V. L., Sussman, B. L., Agarwal, S., & Scher, M. S. (2022) · doi:10.31219/osf.io/p8bn7 · Cited by 3 · see citing works
Hayne, H., & Herbert, J. S. (2020) · Cambridge University Press eBooks · doi:10.1017/9781108351959.012 · Cited by 2 · see citing works
EEG neurosubtyping of infants predicts language trajectories
Blanco-Gomez, G., Wright, N., O’Reilly, C., Webb, S. J., Elsabbagh, M., & The BASIS Team (2025) · Journal of Neural Transmission · doi:10.1007/s00702-025-03063-2 · Cited by 2 · see citing works
Engel, S. M., Li, T., Werder, E. J., Liu, C.-W., Pacyga, D. C., Thistle, J. E., Yin, W., Rager, J. E., Wu, Z., Sun, Z., et al. (2026) · Environment International · doi:10.1016/j.envint.2026.110119 · Cited by 2 · see citing works
Self-citationZhao, X., Wu, M., Liu, H., Wang, Y., Zhang, Z., Liu, Y., & Zhang, Y. (2025) · Advanced Science · doi:10.1002/advs.202309194 · Cited by 2 · see citing works
Millevert, C., Vidas-Guscic, N., Adhikari, M. H., Miranda, A., Vanherp, L., Jonckers, E., Joye, P., Audekerke, J. V., Spilbeeck, I. V., Verhoye, M., et al. (2025) · EBioMedicine · doi:10.1016/j.ebiom.2025.105720 · Cited by 3 · see citing works
Language network functional connectivity in infancy predicts developmental language trajectories
Wagner, L., Ceballos, J., Chiem, E., & Dapretto, M. (2026) · Developmental Cognitive Neuroscience · doi:10.1016/j.dcn.2026.101753 · Cited by 2 · see citing works
Embodied Brain Model for Understanding Functional Neural Development of Fetuses and Infants
Yamada, Y., Kanazawa, H., & Kuniyoshi, Y. (2020) · Cambridge University Press eBooks · doi:10.1017/9781108351959.001 · Cited by 2 · see citing works
Normal development of the brain: a survey of joint structural–functional brain studies
Namiranian, R., Malakshan, S. R., Moghaddam, H. A., Khadem, A. A., & Jafari, R. (2022) · Reviews in the Neurosciences · doi:10.1515/revneuro-2022-0017 · Cited by 2 · see citing works
The Development of Touch Perception and Body Representation
Bremner, A. J. (2020) · Cambridge University Press eBooks · doi:10.1017/9781108351959.009 · Cited by 2 · see citing works
Ventura, S., Ryan, M. A., Mathieson, S., Livingstone, V., O’Toole, J. M., & Boylan, G. B. (2025) · The Journal of Pediatrics · doi:10.1016/j.jpeds.2025.114728 · Cited by 1 · see citing works
Developmental profile of physiological high-frequency oscillations in the human brain
Daida, A., Kanai, S., Zhang, Y., Duan, C., Kuroda, N., Monsoor, T., Ding, Y., Kaneko, K., Qiao, J. X., Hussain, S. A., et al. (2026) · NeuroImage · doi:10.1016/j.neuroimage.2026.122017 · Cited by 1 · see citing works
Amso, D., & Tummeltshammer, K. S. (2020) · Cambridge University Press eBooks · doi:10.1017/9781108351959.007 · Cited by 1 · see citing works
Early Knowledge About Space and Quantity
Newcombe, N. S. (2020) · Cambridge University Press eBooks · doi:10.1017/9781108351959.015 · Cited by 1 · see citing works
The Cerebral Bases of Language Acquisition
Dehaene‐Lambertz, G., & Kabdebon, C. (2020) · The Cognitive Neurosciences · doi:10.7551/mitpress/11442.003.0100 · Cited by 1 · see citing works
Ulanov, M., Kopytin, G., Margaretto, B. B., Pomelova, E. D., Popyvanova, A., Blagovechtchenski, E., Moiseeva, V., Шестакова, А. Н., Jääskeläinen, I. P., & Юрьевич, Ш. Ю. (2023) · Genes and Cells · doi:10.23868/gc568067 · Cited by 1 · see citing works
Infant Word Learning and Emerging Syntax
Levine, D., Hirsh‐Pasek, K., & Golinkoff, R. M. (2020) · Cambridge University Press eBooks · doi:10.1017/9781108351959.023 · Cited by 1 · see citing works
Infants’ Perception of Auditory Patterns
Cirelli, L. K., & Trehub, S. E. (2020) · Cambridge University Press eBooks · doi:10.1017/9781108351959.008 · Cited by 1 · see citing works
The Mirror Neuron System and Social Cognition
Fox, N. A., Salo, V. C., Debnath, R., Morales, S., & Smith, E. G. (2020) · Cambridge University Press eBooks · doi:10.1017/9781108351959.018 · Cited by 1 · see citing works
Oakes, L. M. (2020) · Cambridge University Press eBooks · doi:10.1017/9781108351959.014 · Cited by 1 · see citing works
Brain age prediction and deviations from normative trajectories in the neonatal connectomePreprint
Sun, H., Mehta, S., Khaitova, M., Cheng, B., Hao, X., Spann, M. N., & Scheinost, D. (2024) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2024.04.23.590811 · Cited by 1 · see citing works
Mancuso, C., Bacquet, M., Benjamin, L., Leroy, F., & Dehaene‐Lambertz, G. (2024) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2024.05.07.592881 · Cited by 1 · see citing works
James, M. H. (2019) · University of New Hampshire Scholars Repository (University of New Hampshire at Manchester)
Lampl, M. (2020) · Cambridge University Press eBooks · doi:10.1017/9781108351959.002
- Authors
- Emerson, R. W., Gao, W., & Lin, W.
- Affiliations
- University of North Carolina at Chapel Hill (US)
- Cedars-Sinai Medical Center (US)
- Venue
- The Journal of Neuroscience
- Publisher
- Society for Neuroscience
- Published
- 2016-10-19
- Volume
- 36
- Issue
- 42
- Pages
- 10883-10892
- ISSN
- 0270-6474 (ISSN-L)
- 1529-2401
- PMC
- PMC5083015
- OpenAlex
- W2533920203
- Cited by
- 112
- References
- 61
- Citations by year
- 2026: 5 · 2025: 13 · 2024: 10 · 2023: 9 · 2022: 7 · 2021: 7 · 2020: 44 · 2019: 4 · 2018: 10 · 2017: 3
- FWCI
- 3.60
- Type
- journal article
- Language
- en
- Open access
- hybrid
- doi.org
- Licence
- Locations
- Journal of Neuroscience (publishedVersion, cc-by-nc-sa)
- PubMed Central (publishedVersion)
- PubMed (publishedVersion)
- Carolina Digital Repository (University of North Carolina at Chapel Hill) (submittedVersion)
- UNC Libraries
- Funders
- Cedars-Sinai Medical Center
- National Institutes of Health
- National Institute of Mental Health (U01MH110274)
- National Institute of Neurological Disorders and Stroke (R21NS088975)
- Eunice Kennedy Shriver National Institute of Child Health and Human Development (T32HD040127)
- Topics
- Life Sciences › Neuroscience › Cognitive Neuroscience › Hemispheric Asymmetry in Neuroscience
- Life Sciences › Neuroscience › Cognitive Neuroscience › Functional Brain Connectivity Studies
- Life Sciences › Neuroscience › Cognitive Neuroscience › Neurobiology of Language and Bilingualism
- Keywords
- language lateralization, infancy, resting-state functional connectivity, inferior frontal gyrus, superior temporal gyrus, intraparietal sulcus, dorsolateral prefrontal cortex, brain development, language outcomes, hemispheric lateralization, typically developing infants
- MeSH terms
- Child Development, Cognition, Female, Humans, Image Processing, Computer-Assisted, Infant, Infant, Newborn, Language Development, Functional Laterality, Longitudinal Studies, Magnetic Resonance Imaging, Male, Nerve Net, Neural Pathways, Somatosensory Cortex, Temporal Lobe, Visual Cortex, Prefrontal Cortex
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review