Development of cortical asymmetry in typically developing children and its disruption in attention-deficit/hyperactivity disorder
Open accessAbstract
CONTEXT: Just as typical development of anatomical asymmetries in the human brain has been linked with normal lateralization of motor and cognitive functions, disruption of asymmetry has been implicated in the pathogenesis of neurodevelopmental disorders such as attention-deficit/hyperactivity disorder (ADHD). No study has examined the development of cortical asymmetry using longitudinal neuroanatomical data. OBJECTIVE: To delineate the development of cortical asymmetry in children with and without ADHD. DESIGN: Longitudinal study. SETTING: Government Clinical Research Institute. PARTICIPANTS: A total of 218 children with ADHD and 358 typically developing children, from whom 1133 neuroanatomical magnetic resonance images were acquired prospectively. MAIN OUTCOME MEASURES: Cortical thickness was estimated at 40 962 homologous points in the left and right hemispheres, and the trajectory of change in asymmetry was defined using mixed-model regression. RESULTS: In right-handed typically developing individuals, a mean (SE) increase in the relative thickness of the right orbitofrontal and inferior frontal cortex with age of 0.011 (0.0018) mm per year (t(337) = 6.2, P < .001) was balanced against a relative left-hemispheric increase in the occipital cortical regions of 0.013 (0.0015) mm per year (t(337) = 8.1, P < .001). Age-related change in asymmetry in non-right-handed typically developing individuals was less extensive and was localized to different cortical regions. In ADHD, the posterior component of this evolving asymmetry was intact, but the prefrontal component was lost. CONCLUSIONS: These findings explain the way that, in typical development, the increased dimensions of the right frontal and left occipital cortical regions emerge in adulthood from the reversed pattern of childhood cortical asymmetries. Loss of the prefrontal component of this evolving asymmetry in ADHD is compatible with disruption of prefrontal function in the disorder and demonstrates the way that disruption of typical processes of asymmetry can inform our understanding of neurodevelopmental disorders.
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ADHD is associated with slowed or impaired development of the right lateral PFC.
“ADHD is associated with slowed (Shaw et al., 2007) or impaired (Shaw et al., 2009) development of the right lateral PFC, the PFC region needed for inhibiting inappropriate actions and attention to distractors (Aron, Robbins, & Poldrack, 2004).”
From Guanfacine’s mechanism of action in treating prefrontal cortical disorders: Successful translation across species (2020) · cites this paper as Shaw et al., 2009
ADHD is associated with altered development of the right inferior PFC.
“ADHD is associated with altered development of the right inferior PFC (Shaw et al., 2009)”
From Guanfacine’s mechanism of action in treating prefrontal cortical disorders: Successful translation across species (2020) · cites this paper as Shaw et al., 2009
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“Head placement was standardized as previously described.(30) The same scanner was used throughout the study.”
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Gillberg, C. (2010) · Research in Developmental Disabilities · doi:10.1016/j.ridd.2010.06.002 · Cited by 742 · see citing works
“The brain develops differently in children with ADHD than in typically developing children, with loss of the prefrontal component of normal asymmetrical brain development (Shaw et al., 2009).”
BackgroundZuo, 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
“…and its development The age-related trajectories observed for homotopic RSFC resemble those observed in developmental structural studies, particularly of the corpus callosum (Giedd et al., 1999; Thompson et al., 2000; Muetzel et al., 2008), and gray matter asymmetries (Shaw et al., 2009).”
BackgroundSelf-citationFrodl, T., & Skokauskas, N. (2012) · Acta Psychiatrica Scandinavica · doi:10.1111/j.1600-0447.2011.01786.x · Cited by 530 · see citing works
“In ADHD, the right prefrontal component of this brain development was lost, indicating changes in the right hemisphere (59).”
BackgroundRole of the anterior insula in task-level control and focal attention
Nelson, S. M., Dosenbach, N. U. F., Cohen, A. L., Wheeler, M. E., Schlaggar, B. L., & Petersen, S. E. (2010) · Brain Structure and Function · doi:10.1007/s00429-010-0260-2 · Cited by 435 · see citing works
“While previous studies have pointed to functional asymmetries in the aI (Shaw et al. 2009; Houde et al. 2010), our data do not support lateralized differences (see Supplemental Data).”
ResultThe von Economo neurons in frontoinsular and anterior cingulate cortex in great apes and humans
Allman, J., Tetreault, N. A., Hakeem, A. Y., Manaye, K., Semendeferi, K., Erwin, J., Park, S. Q., Goubert, V., & Hof, P. (2010) · Brain Structure and Function · doi:10.1007/s00429-010-0254-0 · Cited by 429 · see citing works
“3 mm on the right side than the left (Shaw et al. 2009).”
BackgroundInfluentialNetwork-level structural covariance in the developing brain
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“Nonetheless, the SCN approach revealed earlier expansion of frontally seeded language and social–emotional network covariance in females, consistent with previous suggestions that females mature earlier in these domains (39).”
BackgroundResultMapping cortical brain asymmetry in 17,141 healthy individuals worldwide via the ENIGMA Consortium
Kong, X.-Z., Mathias, S., Guadalupe, T., Glahn, D., Franke, B., Crivello, F., Tzourio-mazoyer, N., Fisher, S., Thompson, P., & Francks, C. (2018) · Proceedings of the National Academy of Sciences of the United States of America · doi:10.1073/pnas.1718418115 · Cited by 392 · see citing works
“Some disorders, such as dyslexia (8), Alzheimer ’ s disease (9), ADHD (10), psychotic disorders (11 – 13), autism (14), and mood disorders (15, 16), may be associated with abnormal cortical asymmetries, although these complex links have not been fully explored.”
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“In contrast, PFC dysfunction in ADHD is likely genetic, and arises from slowed or impaired development of the PFC, particularly in the right hemisphere (Shaw et al., 2009).”
Backgroundvan Ewijk, H., Heslenfeld, D. J., Zwiers, M. P., Buitelaar, J. K., & Oosterlaan, J. (2012) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2012.01.003 · Cited by 377 · see citing works
Understanding Attention-Deficit/Hyperactivity Disorder from Childhood to Adulthood
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The von Economo neurons in the frontoinsular and anterior cingulate cortex
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Anterior insula as a gatekeeper of executive control
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“It is curious that the left hemisphere shows trends opposite to the right, and to the network as a whole; this may point to different developmental processes occurring within each hemisphere (Paus et al., 1999; Scheibel et al., 1985; Shaw et al., 2009; Sowell et al., 2003).”
Cortical maturation and myelination in healthy toddlers and young children
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“In this work, we did not speci fi cally examine the in fl uence of gender, or handedness on right – left asymmetry (Reiss et al., 1996; Toga and Thompson, 2003; Shaw et al., 2009).”
BackgroundWorking memory influences processing speed and reading fluency in ADHD
Jacobson, L. A., Ryan, M., Martin, R. B., Ewen, J., Mostofsky, S. H., Denckla, M. B., & Mahone, E. M. (2011) · Child Neuropsychology · doi:10.1080/09297049.2010.532204 · Cited by 215 · see citing works
“These behavioral findings are consistent with recent anatomic MRI evidence (Shaw et al., 2007, 2008, 2009), implicating anomalous frontal lobe development in children with ADHD, including decreased volumes of supplementary motor complex (SMC) and prefrontal (dorsolateral, medial) cortex volumes,…”
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Genetic variants associated with longitudinal changes in brain structure across the lifespan
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“Inter-individual differences in brain development are associated with general cognitive function 4,5 , and risk for psychiatric disorders 6,7 and neurological diseases 8,9 .”
Self-citationMapping brain asymmetry in health and disease through the ENIGMA consortium
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“The ADHD study is based on up to 1,978 cases and 1,917 controls, from 39 datasets, and linear mixed effect modeling is being used, with a random intercept variable for “dataset.””
InfluentialLi, G., Lin, W., Gilmore, J. H., & Shen, D. (2015) · Journal of Neuroscience · doi:10.1523/jneurosci.4107-14.2015 · Cited by 164 · see citing works
“We showed that hemispheric asymmetries of CT existed at birth and evolved substantially thereafter, which is consistent with the reports that CT asymmetries were age related (Shaw et al., 2009; Zhou et al., 2013).”
BackgroundResultDevelopmental changes in the human sleep EEG during early adolescence.
Tarokh, L., & Carskadon, M. (2010) · Sleep · doi:10.1093/sleep/33.6.801 · Cited by 147 · see citing works
Self-Regulation: Brain, Cognition, and Development
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“…Van Essen 2005), local surface area (Lyttelton et al. 2009; Van Essen et al. 2011), cortical thickness (Luders et al. 2006; Hamilton et al. 2007; Shaw et al. 2009), gray matter density (Watkins et al. 2001; Sowell, Thompson, Peterson, et al. 2002), and vertex position (Thompson et al. 1998;…”
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“…such as the attention deficit-hyperactivity disorder ADHD), which shows delayed maturation of developmenal cortical thickness trajectories (Shaw et al., 2007, 2009). efore using cortical thickness measures for clinical and iagnostic purposes, however, a more solid understandng of the…”
MethodNeurodevelopmental Abnormalities in ADHD
Vaidya, C. J. (2011) · Current topics in behavioral neurosciences · doi:10.1007/7854_2011_138 · Cited by 123 · see citing works
“Cortical maturation between 12.5 and 16.4 years was influenced by exposure to stimulant medication such that unmedicated children showed greater cortical thinning than age-matched control children (Shaw et al. 2009b).”
BackgroundInfluentialCortical thickness asymmetry from childhood to older adulthood
Zhou, D., Lebel, C. A., Evans, A. C., & Beaulieu, C. (2013) · NeuroImage · doi:10.1016/j.neuroimage.2013.06.073 · Cited by 106 · see citing works
“The cortical thickness asymmetry pattern in the current study was also observed in a previous developmental study of 358 typically developing children for their adolescent healthy group (Shaw et al., 2009), but notably was opposite to that reported for their younger children; in particular, the lateral occipital lobe…”
InfluentialSelf-citationCserbik, D., Chen, J., McConnell, R., Berhane, K. T., Sowell, E. R., Schwartz, J. D., Hackman, D. A., Kan, E., Fan, C. C., & Herting, M. M. (2020) · Environment International · doi:10.1016/j.envint.2020.105933 · Cited by 143 · see citing works
“Moreover, regional- and hemispheric- differences have also been noted in a number of neurodevelopmental and mental health disorders, including Attention-Deficit/Hyperactivity Disorder (ADHD) (Shaw et al., 2011; Shaw et al., 2009), autism (Eyler, Pierce, & Courchesne, 2012), and depression (W.”
BackgroundCerebral Asymmetry: A Quantitative, Multifactorial, and Plastic Brain Phenotype
Rentería, M. E. (2012) · Twin Research and Human Genetics · doi:10.1017/thg.2012.13 · Cited by 109 · see citing works
“Presumably, this pattern of evolving asymmetry may contribute to the disruption of prefrontal function characteristic of the disorder (Shaw et al., 2009).”
InfluentialPlessen, K. J., Hugdahl, K., Bansal, R., Hao, X., & Peterson, B. S. (2014) · Journal of Neuroscience · doi:10.1523/jneurosci.3692-13.2014 · Cited by 93 · see citing works
“The in- teraction of age with CT asymmetry in posterior brain regions in our study resemble most the findings of relative thickening in left posterior temporal cortices with age reported in the large, longitudinal study of young children through older adolescence (Shaw et al., 2009).”
BackgroundResultInfluentialHong, S.-B., Zalesky, A., Fornito, A., Park, S., Yang, Y.-H., Park, M.-H., Song, I.-C., Sohn, C.-H., Shin, M.-S., Kim, B.-N., et al. (2014) · Biological Psychiatry · doi:10.1016/j.biopsych.2013.12.013 · Cited by 99 · see citing works
“(48) demonstrated that right-handed, typically developing children exhibit relative gain in righthemispheric thickness in the lateral orbitofrontal and inferior frontal cortex, which was absent in right-handed ADHD children,”
Distinct frontal lobe morphology in girls and boys with ADHD
Dirlikov, B., Rosch, K. S., Crocetti, D., Denckla, M., Mahone, E., & Mostofsky, S. (2014) · NeuroImage: Clinical · doi:10.1016/j.nicl.2014.12.010 · Cited by 98 · see citing works
“This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/)”
BackgroundInfluentialDucharme, S., Hudziak, J. J., Botteron, K. N., Albaugh, M. D., Nguyen, T., Karama, S., & Evans, A. C. (2011) · Journal of the American Academy of Child & Adolescent Psychiatry · doi:10.1016/j.jaac.2011.09.022 · Cited by 97 · see citing works
Self-citationBledsoe, J. C., Semrud-Clikeman, M., & Pliszka, S. (2011) · Journal of the American Academy of Child and Adolescent Psychiatry · doi:10.1016/j.jaac.2011.02.014 · Cited by 97 · see citing works
Visual cortex abnormalities in adults with ADHD: A structural MRI study
Ahrendts, J., Rüsch, N., Wilke, M., Philipsen, A., Eickhoff, S. B., Glauche, V., Perlov, E., Ebert, D., Hennig, J., & van Elst, L. T. (2010) · The World Journal of Biological Psychiatry · doi:10.3109/15622975.2010.518624 · Cited by 86 · see citing works
Rommelse, N., Buitelaar, J. K., & Hartman, C. A. (2017) · Journal of Neural Transmission · doi:10.1007/s00702-016-1651-1 · Cited by 85 · see citing works
“In addition, abnormalities in the development of cortical asymmetries from childhood (*10 years) to adolescent age (*17 years) were found (Shaw et al. 2009).”
BackgroundNuñez, S. C., Dapretto, M., Katzir, T., Starr, A., Bramen, J. E., Kan, E., Bookheimer, S. Y., & Sowell, E. R. (2011) · Developmental Cognitive Neuroscience · doi:10.1016/j.dcn.2011.02.004 · Cited by 136 · see citing works
“…brain asymmetries in perisylvian brain language regions have been observed perinatally and throughout childhood, suggesting that brain lateralization begins early in development and continues later in childhood (Amunts et al., 2003; Chi et al., 1977; Shaw et al., 2009; Wada et al., 1975).”
Cytoarchitecture and probability maps of the human medial orbitofrontal cortex
Henssen, A. G., Zilles, K., Palomero‐Gallagher, N., Schleicher, A., Mohlberg, H., Gerboga, F., Eickhoff, S. B., Bludau, S., & Amunts, K. (2015) · Cortex · doi:10.1016/j.cortex.2015.11.006 · Cited by 78 · see citing works
Chiang, H., Chen, Y.-J., Lo, Y., Tseng, W. I., & Gau, S. S. (2015) · Journal of Psychiatry and Neuroscience · doi:10.1503/jpn.140106 · Cited by 83 · see citing works
Psychostimulants Act Within the Prefrontal Cortex to Improve Cognitive Function
Spencer, R. C., Klein, R. M., & Berridge, C. W. (2011) · Biological Psychiatry · doi:10.1016/j.biopsych.2011.12.002 · Cited by 74 · see citing works
Maingault, S., Tzourio-mazoyer, N., Mazoyer, B., & Crivello, F. (2016) · Neuropsychologia · doi:10.1016/j.neuropsychologia.2016.03.025 · Cited by 79 · see citing works
Hemispheric asymmetries of cortical volume in the human brain
Goldberg, E., Roediger, D. J., Kucukboyaci, N. E., Carlson, C., Devinsky, O., Kuzniecky, R., Halgren, E., & Thesen, T. (2011) · Cortex · doi:10.1016/j.cortex.2011.11.002 · Cited by 77 · see citing works
“The generalizability of our findings across lifespan is unclear at this time, since changes in morphological hemispheric asymmetries with age have been reported (Raz et al., 2004; Shaw et al., 2009).”
BackgroundDistinct patterns of cortical thinning in concurrent motor and attention disorders
Langevin, L., Macmaster, F., & Dewey, D. (2015) · Developmental Medicine & Child Neurology · doi:10.1111/dmcn.12561 · Cited by 77 · see citing works
“Atypical lateralization is believed to contribute to overall reductions in specialization leading to deficits in performance.(25) Our finding that poorer motor and attention performance were correlated with thickness reductions in the superior/inferior frontal, superior parietal, and inferior temporal regions further…”
Arnsten, A. F. T. (2020) · Neurobiology of Learning and Memory · doi:10.1016/j.nlm.2020.107327 · Cited by 75 · see citing works
“Research by Judy Rapoport, Chief of the Child Psychiatry Branch at NIMH, working with Philip Shaw, demonstrated that ADHD is associated with altered development of the right inferior PFC (Shaw et al., 2009).”
Unbiased age‐specific structural brain atlases for Chinese pediatric population
Zhao, T.-D., Liao, X.-H., Fonov, V. S., Wang, Q., Men, W.-W., Wang, Y.-P., Qin, S., Tan, S.-P., Gao, J.-H., Evans, A. C., et al. (2019) · NeuroImage · doi:10.1016/j.neuroimage.2019.01.006 · Cited by 71 · see citing works
“Moreover, the degree of brain asymmetry is related to the specialization of language and motor functions and may underlie phenotypes of developmental disorders (Herbert et al., 2002; Shaw et al., 2009; Toga and Thompson, 2003).”
Self-citationSubtle left-right asymmetry of gene expression profiles in embryonic and foetal human brains
de Kovel, C. G. F., Lisgo, S., Fisher, S. E., & Francks, C. (2018) · Scientific Reports · doi:10.1038/s41598-018-29496-2 · Cited by 73 · see citing works
Zhong, S.-Y., He, Y., Shu, H., & Gong, G.-L. (2016) · Cerebral Cortex · doi:10.1093/cercor/bhw109 · Cited by 71 · see citing works
Shang, C. Y., Wu, Y. H., Gau, S. S., & Tseng, W. Y. (2013) · Psychological Medicine · doi:10.1017/s0033291712001869 · Cited by 69 · see citing works
“A loss of leftward asymmetry specifically in the dorsolateral and medial prefrontal tracts in ADHD advances our knowledge about reduced left prefrontal cortex (Shaw et al. 2009) and white matter (Mostofsky et al.”
BackgroundEvolution, development, and plasticity of the human brain: from molecules to bones
Hrvoj-Mihić, B., Bienvenu, T., Stefanacci, L., Muotri, A. R., & Semendeferi, K. (2013) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2013.00707 · Cited by 67 · see citing works
“#3 circumstances across different cortical areas, the limits of the plasticity, and possible differences in the nature or extent of plasticity across species.”
BackgroundCortical asymmetries in normal, mild cognitive impairment, and Alzheimer's disease
Kim, J. H., Lee, J., Kim, G. H., Roh, J. H., Kim, M., Seo, S. W., Kim, S. T., Jeon, S., Lee, M.-J., Heilman, K. M., et al. (2011) · Neurobiology of Aging · doi:10.1016/j.neurobiolaging.2011.06.026 · Cited by 63 · see citing works
“Prior studies suggested that the gain or loss of cognitive traits are associated with changes in cerebral asymmetry (Herbert et al., 2005; Illingworth and Bishop, 2009; Luders et al., 2004; Shaw et al., 2009).”
BackgroundDramsdahl, M., Westerhausen, R., Haavik, J., Hugdahl, K., & Plessen, K. J. (2012) · Psychiatry Research Neuroimaging · doi:10.1016/j.pscychresns.2011.08.005 · Cited by 66 · see citing works
“asymmetry is reported in a longitudinal study of children with ADHD (Shaw et al., 2009).”
BackgroundMethodInfluentialDuerden, E. G., Tannock, R., & Dockstader, C. L. (2012) · Brain Research · doi:10.1016/j.brainres.2012.01.034 · Cited by 70 · see citing works
Measurement and genetics of human subcortical and hippocampal asymmetries in large datasets
Guadalupe, T. M., Zwiers, M. P., Teumer, A., Wittfeld, K., Vásquez, A. A., Hoogman, M., Peter Hagoort, A., Fernández, G., Buitelaar, J. K., Hegenscheid, K., et al. (2013) · Human Brain Mapping · doi:10.1002/hbm.22401 · Cited by 43 · see citing works
“Language impairment and attention deficit hyperactivity disorder can also involve changes in asymmetric development of the brain [Boles and Barth, 2011; de Guibert et al., 2011; Schrimsher et al., 2002; Shaw et al., 2009].”
BackgroundAsymmetry in the Central Nervous System: A Clinical Neuroscience Perspective
Mundorf, A., Peterburs, J., & Ocklenburg, S. (2021) · Frontiers in Systems Neuroscience · doi:10.3389/fnsys.2021.733898 · Cited by 70 · see citing works
Anterior cingulate cortex and symptom severity in attention-deficit/hyperactivity disorder.
Bledsoe, J. C., Semrud‐Clikeman, M., & Pliszka, S. R. (2013) · Journal of Abnormal Psychology · doi:10.1037/a0032390 · Cited by 70 · see citing works
Structural and functional asymmetry of the neonatal cerebral cortex
Williams, L. Z. J., Fitzgibbon, S. P., Božek, J., Winkler, A. M., Dimitrova, R., Poppe, T., Schuh, A., Makropoulos, A., Cupitt, J., O’Muircheartaigh, J., et al. (2023) · Nature Human Behaviour · doi:10.1038/s41562-023-01542-8 · Cited by 57 · see citing works
Hemispheric Asymmetry in Auditory Processing of Speech Envelope Modulations in Prereading Children
Vanvooren, S., Poelmans, H., Hofmann, M., Ghesquière, P., & Wouters, J. (2014) · Journal of Neuroscience · doi:10.1523/jneurosci.3209-13.2014 · Cited by 62 · see citing works
“Given that cerebral lateralization changes with age (Shaw et al., 2009; Bishop, 2013) and that this development is influenced by maturation as well as experience (Minagawa-Kawai et al., 2011), it seems that symmetrical processing of phoneme rate modulations in prereading children develops into a…”
BackgroundCerebral Lateralization is Protective in the Very Prematurely Born.
Scheinost, D., Lacadie, C., Vohr, B., Schneider, K., Papademetris, X., Constable, R. T., & Ment, L. (2015) · Cerebral Cortex · doi:10.1093/cercor/bht430 · Cited by 60 · see citing works
“In addition, atypical patterns of both structural and functional cortical asymmetries have been reported in children with both ADHD and dyslexia, although these require further replication (Shaw et al. 2009; Renteria 2012).”
BackgroundKozłowska, A., Wojtacha, P., Równiak, M., Kolenkiewicz, M., & Huang, A. C. W. (2019) · Psychopharmacology · doi:10.1007/s00213-019-5180-0 · Cited by 63 · see citing works
“Another longitudinal study has shown that healthy children progressively developed normal lateralisation of the right frontal cortex and left occipital cortex during development, although this normal lateralisation would be disrupted for ADHD children (Shaw et al. 2009).”
BackgroundBonath, B., Tegelbeckers, J., Wilke, M., Flechtner, H., & Krauel, K. (2016) · Journal of Attention Disorders · doi:10.1177/1087054715619682 · Cited by 61 · see citing works
“ADHD has also been associated with structural differences in several brain regions, including occipital, cerebellar, temporal, frontal, and subcortical regions (Bush, 2011; Frodl & Skokauskas, 2012; Narr et al., 2009; Pironti et al., 2014; Seidman, Valera, & Makris, 2005; Seidman et al., 2006; Shaw, De Rossi et al., 2…”
BackgroundSilk, T. J., Vilgis, V., Adamson, C. L., Chen, J., Smit, L., Vance, A. L. A., & Bellgrove, M. A. (2015) · Brain Imaging and Behavior · doi:10.1007/s11682-015-9470-9 · Cited by 56 · see citing works
“Given this limitation, the results appear consistent with both the prefrontal rightgreater-than-left cortical thickness asymmetry in typical adolescence, as well as the failure of the ADHD group to display the typical rightward asymmetry (Shaw et al. 2009).”
Analysis of structural brain asymmetries in attention‐deficit/hyperactivity disorder in 39 datasets
Postema, M. C., Hoogman, M., Ambrosino, S., Asherson, P. J., Banaschewski, T., Bandeira, C. E., Aa, B., Bau, C. H. D., Baumeister, S., Baur‐Streubel, R., et al. (2021) · Journal of Child Psychology and Psychiatry · doi:10.1111/jcpp.13396 · Cited by 75 · see citing works
“asymmetry by late adolescence, while this change did not occur to the same extent in ADHD (Shaw et al., 2009).”
BackgroundSelf-citationGeissler, J. M., & Lesch, K. (2011) · Expert Review of Neurotherapeutics · doi:10.1586/ern.11.136 · Cited by 55 · see citing works
Phan, T. V., Smeets, D., Talcott, J. B., & Vandermosten, M. (2017) · Developmental Cognitive Neuroscience · doi:10.1016/j.dcn.2017.08.009 · Cited by 67 · see citing works
“…studies applied the BET procedure on data of young children (Brain Development Cooperative Group, 2012b; Nie et al., 2013; Nordahl et al., 2011; Shaw et al., 2009; Shen et al., 2013) BET and similar approaches, such as 3DSkullStrip from AFNI toolkit (Cox, 1996) and Brain Surface Extractor from…”
Mahone, E. M., Ranta, M. E., Crocetti, D., O’Brien, J. W., Kaufmann, W. E., DENCKLA, M. B., & Mostofsky, S. H. (2011) · Journal of the International Neuropsychological Society · doi:10.1017/s1355617711001056 · Cited by 51 · see citing works
The von economo neurons in apes and humans
Allman, J. M., Tetreault, N. A., Hakeem, A. Y., & Park, S. Q. (2011) · American Journal of Human Biology · doi:10.1002/ajhb.21136 · Cited by 57 · see citing works
Developmental Trajectories of the Corpus Callosum in Attention-Deficit/Hyperactivity Disorder
Gilliam, M., Stockman, M., Malek, M., Sharp, W., Greenstein, D., Lalonde, F., Clasen, L., Giedd, J., Rapoport, J., & Shaw, P. (2011) · Biological Psychiatry · doi:10.1016/j.biopsych.2010.11.024 · Cited by 56 · see citing works
“For example, we recently reported anomalous development of prefrontal cortical asymmetry in attention-deficit/hyperactivity disorder (ADHD) (5).”
BackgroundInfluentialSelf-citationStructural and functional brain asymmetries in the early phases of life: a scoping review
Bisiacchi, P., & Cainelli, E. (2021) · Brain Structure and Function · doi:10.1007/s00429-021-02256-1 · Cited by 55 · see citing works
Sensation-to-Cognition Cortical Streams in Attention-Deficit/Hyperactivity Disorder
Carmona, S., Hoekzema, E., Castellanos, F. X., García-García, D., Lage-Castellanos, A., van Dijk, K. V., Navas-Sánchez, F. J., Martínez, K., Desco, M., & Sepulcre, J. (2015) · Human Brain Mapping · doi:10.1002/hbm.22790 · Cited by 53 · see citing works
“Longitudinal MRI studies have detected immature cortical characteristics in ADHD [Shaw et al., 2006, 2007, 2009a, 2012] that appear to be modulated by exposure to stimulant medication [Shaw et al., 2009b].”
BackgroundArnsten, A. F. T., & Wang, M. (2016) · Annual Review of Pharmacology and Toxicology · doi:10.1146/annurev-pharmtox-010715-103617 · Cited by 50 · see citing works
“There is existing interest in nic-α7R agonists for the treatment of schizophrenia (103) and ADHD (104, 105), and the data from monkeys encourage this approach.”
InfluentialCortical thickness abnormalities associated with dyslexia, independent of remediation status
Ma, Y.-Z., Koyama, M. S., Milham, M., Castellanos, F. X., Quinn, B., Pardoe, H., Wang, X.-Y., Kuzniecky, R., Devinsky, O., Thesen, T., et al. (2014) · NeuroImage: Clinical · doi:10.1016/j.nicl.2014.11.005 · Cited by 50 · see citing works
“TDC= typically developing children, Dys = on, Dys-RS = dyslexia with reading and spelling remediation, RH = right hemisphere. temporal gyrus cluster (Luders et al., 2006; Shaw et al., 2009; Zhou et al., 2013).”
Hoekzema, E. A., Carmona, S., Ramos‐Quiroga, J. A., Vanesa Richarte, B., Picado, M., Bosch, R., Soliva, J. C., Rovira, M., Vives‐Gilabert, Y., Bulbena, A., et al. (2012) · PLoS ONE · doi:10.1371/journal.pone.0048286 · Cited by 42 · see citing works
“Interestingly, some of the reported decreases in the cortical mantle seem to result from delays in cortical development [18,20,22].”
BackgroundZhou, D., Rasmussen, C., Pei, J., Andrew, G., Reynolds, J., & Beaulieu, C. (2018) · Human Brain Mapping · doi:10.1002/hbm.23818 · Cited by 47 · see citing works
“…first-episode psychosis with a mean age of 25 years [Haller et al., 2009], more asymmetry in five sexchromosome aneuploidies over 5–25 years [Lin et al., 2015] and diverted developmental asymmetry trajectories in attention-deficit hyperactivity disorder (ADHD) over 3–22 years [Shaw et al., 2009].”
BackgroundInfluentialParnell, S. E., Holloway, H. T., O'Leary-Moore, S. K., Dehart, D. B., Paniaqua, B., Oguz, I., Budin, F., Styner, M., Johnson, G., & Sulik, K. (2013) · Neurotoxicology and Teratology · doi:10.1016/j.ntt.2013.07.009 · Cited by 47 · see citing works
Hemispheric brain asymmetry differences in youths with attention-deficit/hyperactivity disorder
Douglas, P., Gutman, B., Anderson, A. E., Larios, C., Lawrence, K. E., Narr, K., Sengupta, B., Cooray, G., Douglas, D. B., Thompson, P., et al. (2018) · NeuroImage: Clinical · doi:10.1016/j.nicl.2018.02.020 · Cited by 46 · see citing works
“Interestingly, structural brain signatures of ADHD appear to resolve to some extent over the course of development (Larisch et al., 2006; Castellanos and Proal, 2009), and with stimulant treatment that enhances dopamine (DA) signaling (Shaw et al., 2009b).”
BackgroundInfluentialSun, Y.-A., Yang, Y., Galvin, V., Yang, S.-T., Arnsten, A., & Wang, M. (2017) · Journal of Neuroscience · doi:10.1523/jneurosci.0364-17.2017 · Cited by 46 · see citing works
“There is extensive evidence that ADHD involves dysfunction and slowed and/or impaired maturation of the PFC (Rubia et al., 1999; Shaw et al., 2009; Arnsten and Rubia, 2012; Shaw et al., 2013).”
BackgroundPaz, Y., Friedwald, K., Levkovitz, Y., Zangen, A., Alyagon, U., Nitzan, U., Segev, A., Maoz, H., Koubi, M., & Bloch, Y. (2018) · The World Journal of Biological Psychiatry · doi:10.1080/15622975.2017.1282170 · Cited by 45 · see citing works
“…Shalvata Mental Health Center, Hod-Hasharon, P.O.B 94, Israel 2017 Informa UK Limited, trading as Taylor & Francis Group Studies of the pathophysiology of ADHD have revealed hemispheric asymmetry that possibly distinguishes ADHD patients from controls (Shaw et al. 2009; Keune et al. 2011).”
BackgroundFrye, R., Malmberg, B., Swank, P., Smith, K. E., & Landry, S. H. (2010) · Journal of the International Neuropsychological Society · doi:10.1017/s1355617710000585 · Cited by 45 · see citing works
Maier, S. J., Perlov, E., Graf, E., Dieter, E., Sobanski, E., Rump, M., Warnke, A., Ebert, D., Berger, T., Matthies, S., et al. (2015) · Biological Psychiatry · doi:10.1016/j.biopsych.2015.05.012 · Cited by 43 · see citing works
“Most authors have interpreted the available evidence in a way that suggests that reliable neurobiological signals normalize in the process of growing up (20,21,24,51).”
BackgroundCortical thickness in fetal alcohol syndrome and attention deficit disorder.
Fernández-Jaén, A., Fernández-Mayoralas, D., Tapia, D. Q., Calleja-Pérez, B., García-Segura, J. M., Arribas, S. L., & Muñoz-Jareño, N. (2011) · Pediatric Neurology · doi:10.1016/j.pediatrneurol.2011.09.004 · Cited by 39 · see citing works
“Our findings are in concordance with those of most studies in the literature, in which the loss of frontal lobe volume or frontal lobe cortical thinning are persistently replicated in neuroimaging studies of attention deficit hyperactivity disorder [37,41,42].”
ResultNovel pharmacological targets for GABAergic dysfunction in ADHD
Ferranti, A. S., Luessen, D. J., & Niswender, C. M. (2024) · Neuropharmacology · doi:10.1016/j.neuropharm.2024.109897 · Cited by 43 · see citing works
“Interestingly, multiple clinical studies identifying disrupted cortical activity patterns in patients with ADHD only reveal detectable differences in the right hemisphere (Almeida et al., 2010; Almeida Montes et al., 2013; Hart et al., 2013; Rubia et al., 1999; Shaw et al., 2009).”
Alkonyi, B., Juhász, C., Muzik, O., Behen, M. E., Jeong, J., & Chugani, H. T. (2011) · American Journal of Neuroradiology · doi:10.3174/ajnr.a2417 · Cited by 37 · see citing works
“The fronto-(striato)-thalamic pathways are clinically relevant as they have been implicated in several developmental disorders (eg, attention deficit hyperactivity disorder, obsessive-compulsive disorder), often manifesting with impairments in working memory, attention, or inhibition.(11,47) Thus, we speculate that th…”
BackgroundWu, W., McAnulty, G. B., Hamoda, H. M., Sarill, K., Karmacharya, S., Gagoski, B. A., Ning, L., Grant, P. E., Shenton, M. E., Waber, D. P., et al. (2019) · Brain Imaging and Behavior · doi:10.1007/s11682-019-00108-5 · Cited by 38 · see citing works
Savic, I. (2014) · Frontiers in Neuroscience · doi:10.3389/fnins.2014.00329 · Cited by 37 · see citing works
“ORIGINAL RESEARCH ARTICLE published: 27 November 2014 doi: 10.3389/fnins.2014.00329 Asymmetry of cerebral gray and white matter and structural volumes in relation to sex hormones and chromosomes”
BackgroundInfluentialLarge-Scale Phenomic and Genomic Analysis of Brain Asymmetrical Skew
Kong, X., Postema, M. C., Schijven, D., Carrión-Castillo, A., Pepe, A., Crivello, F., Joliot, M., Mazoyer, B. M., Fisher, S. E., & Francks, C. (2021) · Cerebral Cortex · doi:10.1093/cercor/bhab075 · Cited by 38 · see citing works
5-HTTLPR, anxiety and gender interaction moderates right amygdala volume in healthy subjects
Cerasa, A., Quattrone, A., Piras, F., Mangone, G., Magariello, A., Fagioli, S., Girardi, P., Muglia, M., Caltagirone, C., & Spalletta, G. (2014) · Social Cognitive and Affective Neuroscience · doi:10.1093/scan/nst144 · Cited by 35 · see citing works
“Finally, Shaw and colleagues, investigating the typical pattern of development of cortical asymmetry in human brain, found a disrupted evolution of typical asymmetry in the right OFC in patients with Attention-Deficit/ Hyperactivity Disorder (Shaw et al., 2009).”
BackgroundMapping hemispheric asymmetries of the macaque cerebral cortex during early brain development
Xia, J., Wang, F., Wu, Z.-W., Wang, L., Zhang, C.-M., Shen, D., & Li, G. (2019) · Human Brain Mapping · doi:10.1002/hbm.24789 · Cited by 35 · see citing works
“, 2009), cortical thickness (Hamilton et al., 2007; Luders et al., 2005; Shaw et al., 2009), and vertex position (Li et al.”
BackgroundGender differences in anomalous subcortical morphology for children with ADHD
Wang, Y., Xu, Q., Li, S., Li, G., Zuo, C., Liao, S., Long, Y., Li, S., & Malatesha, R. N. (2017) · Neuroscience Letters · doi:10.1016/j.neulet.2017.12.006 · Cited by 33 · see citing works
Attention-deficit/hyperactivity disorder is characterized by a delay in subcortical maturation
Wang, Y., Zuo, C., Xu, Q., Lei, H. C., & Zhang, Y. (2020) · Progress in Neuro-Psychopharmacology and Biological Psychiatry · doi:10.1016/j.pnpbp.2020.110044 · Cited by 42 · see citing works
He, N., Palaniyappan, L. K., Linli, Z., & Guo, S. (2021) · Brain Imaging and Behavior · doi:10.1007/s11682-021-00476-x · Cited by 36 · see citing works
Li, D., Li, T., Niu, Y., Xiang, J., Cao, R., Liu, B., Zhang, H., & Wang, B. (2018) · Brain Imaging and Behavior · doi:10.1007/s11682-018-9881-5 · Cited by 36 · see citing works
Salek, R., Claussen, C. M., Péez, A., & Dafny, N. (2012) · European Journal of Pharmacology · doi:10.1016/j.ejphar.2012.01.009 · Cited by 33 · see citing works
“Indeed, children with ADHD appear to have a disrupted development of prefrontal asymmetry (Shaw et al., 2009) as well as catecholamine abnormalities in the PFC and caudate nucleus (CN) (Arnsten et al., 1996; Sergeant et al., 2002; Seidman et al., 2004; Bush et al., 2005).”
BackgroundTuckute, G., Paunov, A., Kean, H. H., Small, H., Mineroff, Z., Blank, I., & Fedorenko, E. (2021) · bioRxiv · doi:10.1101/2021.05.28.446230 · Cited by 28
“, 2007 and Staudt, 2007 for reviews), in spite of innate hemispheric asymmetries in anatomy (e.g., Wada et al., 1975; Chi et al., 1977; Shaw et al., 2009; Dubois et al., 2009; Glasel et al., 2011; Leroy et al., 2011; Habas et al., 2012; Leroy et al., 2015).”
BackgroundAdvances, challenges, and promises in pediatric neuroimaging of neurodevelopmental disorders
Bednarz, H., & Kana, R. (2018) · Neuroscience and Biobehavioral Reviews · doi:10.1016/j.neubiorev.2018.03.025 · Cited by 28 · see citing works
“Another group that is part of the NIH Intramural Study has longitudinally followed children and adolescents with ADHD to characterize neural structure and function across development (Shaw et al., 2006).”
Early Adolescent Cognitive Gains Are Marked by Increased Sleep EEG Coherence
Tarokh, L., Carskadon, M. A., & Achermann, P. (2014) · PLoS ONE · doi:10.1371/journal.pone.0106847 · Cited by 28 · see citing works
“A further strength of longitudinal studies is that they control for the large inter-individual variability observed in the rate at which cortical grey/white matter develop [3].”
BackgroundLiu, L., Sun, L., Li, Z.-H., Li, H.-M., Wei, L.-P., Wang, Y.-F., & Qian, Q. (2013) · Behavioral and Brain Functions · doi:10.1186/1744-9081-9-48 · Cited by 28 · see citing works
“In addition, some evidence has showed that the critical feature of ADHD is the delayed maturation not only of prefrontal cortical thickness but also of cortical surface area, especially the right hemispheric lobes [11,12].”
BackgroundSparse Unbiased Analysis of Anatomical Variance in Longitudinal Imaging
Avants, B., Cook, P. A., McMillan, C., Grossman, M., Tustison, N., Zheng, Y.-J., & Gee, J. (2010) · International Conference on Medical Image Computing and Computer-Assisted Intervention · doi:10.1007/978-3-642-15705-9_40 · Cited by 28 · see citing works
“used 1133 images to study differences in cortical thickness change between ADHD and controls [10].”
Zhao, L., Matloff, W. J., Shi, Y., Cabeen, R. P., & Toga, A. W. (2021) · Biological Psychiatry · doi:10.1016/j.biopsych.2021.11.002 · Cited by 32 · see citing works
Mapping the Stability of Human Brain Asymmetry across Five Sex-Chromosome Aneuploidies
Lin, A., CLASEN, L. S., Lee, N., Wallace, G. L., Lalonde, F., Blumenthal, J. D., Giedd, J. N., & Raznahan, A. (2015) · Journal of Neuroscience · doi:10.1523/jneurosci.3489-14.2015 · Cited by 57 · see citing works
“…replicated previously reported patterns of CT asymmetry in typical development by revealing a significant rightward CT asymmetry in the inferior frontal region and leftward CT asymmetry in the lateral parietal cortex across both sexes (Luders et al., 2006; Shaw et al., 2009; Zhou et al., 2013; Fig.”
BackgroundResultInfluentialSelf-citationCory‐Slechta, D. A., Weston, D., Liu, S. M., & Allen, J. L. (2013) · Toxicological Sciences · doi:10.1093/toxsci/kft015 · Cited by 26 · see citing works
- Authors
- Shaw, P., Lalonde, F., Lepage, C., Rabin, C., Eckstrand, K., Sharp, W., Greenstein, D., Evans, A., Giedd, J. N., & Rapoport, J.
- Affiliations
- National Institute of Mental Health (US)
- Venue
- Archives of General Psychiatry
- Publisher
- American Medical Association (AMA)
- Published
- 2009-08-01
- Volume
- 66
- Issue
- 8
- Pages
- 888
- ISSN
- 0003-990X (ISSN-L)
- PMC
- PMC2948210
- OpenAlex
- W2055703423
- Cited by
- 249
- References
- 81
- Citations by year
- 2026: 7 · 2025: 8 · 2024: 13 · 2023: 11 · 2022: 10 · 2021: 19 · 2020: 17 · 2019: 8 · 2018: 13 · 2017: 12 · 2016: 9 · 2015: 19 · 2014: 18 · 2013: 19 · 2012: 18
- FWCI
- 13.61
- Type
- journal article
- Language
- en
- Open access
- green
- www.ncbi.nlm.nih.gov
- Locations
- Archives of General Psychiatry (publishedVersion)
- PubMed (publishedVersion)
- PubMed Central (acceptedVersion)
- Funders
- National Institutes of Health
- National Institute of Mental Health (ZIAMH002240, ZIAMH002794)
- Topics
- Health Sciences › Medicine › Psychiatry and Mental health › Attention Deficit Hyperactivity Disorder
- Life Sciences › Neuroscience › Cognitive Neuroscience › Hemispheric Asymmetry in Neuroscience
- Life Sciences › Neuroscience › Cognitive Neuroscience › Autism Spectrum Disorder Research
- Keywords
- cortical asymmetry, attention deficit hyperactivity disorder, hemispheric lateralization, cortical thickness, brain development, children, prefrontal cortex, orbitofrontal cortex, inferior frontal cortex, occipital cortex, handedness
- MeSH terms
- Adolescent, Adult, Attention Deficit Disorder with Hyperactivity, Brain, Brain Mapping, Cerebral Cortex, Child, Child Development, Child, Preschool, Frontal Lobe, Humans, Functional Laterality, Longitudinal Studies, Magnetic Resonance Imaging, Prospective Studies, Prefrontal Cortex
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