What can cortical development in attention-deficit/hyperactivity disorder teach us about the early developmental mechanisms involved?
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Studies of Attention-Deficit/Hyperactivity Disorder (ADHD) have shown developmental changes in the cortical mantle. Different dimensions of cortical morphology, such as surface area and thickness, relate to different neurodevelopmental mechanisms. As such, studying multiple dimensions may inform us about the developmental origins of ADHD. Furthermore, results from existing longitudinal samples await replication. Therefore, we conducted a longitudinal study of multiple cortical dimensions in a sizable, independent ADHD sample. We analyzed 297 anatomical MRI scans from two matched groups of 94 subjects with ADHD and 94 controls, aged 6-28 years. We estimated the developmental trajectories of cortical volume, surface, thickness and gyrification for 68 regions using mixed-effects regression analysis. Subjects with ADHD had smaller overall cortical volume, predominantly driven by decreases in frontal lobe volume that were associated with reduced surface area and gyrification. Nearly all decreases were stable across development. Only a few decreases survived stringent Bonferroni correction for multiple comparisons, with the smallest detectable Cohen's d |0.43|. There were no between-group differences in cortical thickness, or in subcortical volumes. Our results suggest that ADHD is associated with developmentally persistent reductions in frontal cortical volume, surface area, and gyrification. This may implicate early neurodevelopmental mechanisms regulating cortical expansion and convolution in ADHD.
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Although reduced frontal lobe volume has been frequently reported in ADHD, studies are discrepant about whether the anomaly is unilateral or bilateral, which subregions are involved, whether it comprises white matter, gray matter, or both, and whether it reflects overall smaller brain volume.
“Although reduced frontal lobe volume has been frequently reported, there are discrepancies as to whether the anomaly: (1) was unilateral (Li et al., 2007; Ambrosino et al., 2017) or bilateral (Gehricke et al., 2017);”
From A Review of Heterogeneity in Attention Deficit/Hyperactivity Disorder (ADHD) (2019) · cites this paper as Ambrosino et al., 2017
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Cites
Faul, F., Erdfelder, E., Lang, A.-G., & Buchner, A. (2007) · Behavior Research Methods · doi:10.3758/bf03193146 · Cited by 65,971 · see citing works
Desikan, R. S., Ségonne, F., Fischl, B., Quinn, B. T., Dickerson, B. C., Blacker, D., Buckner, R. L., Dale, A. M., Maguire, R. P., Hyman, B. T., et al. (2006) · NeuroImage · doi:10.1016/j.neuroimage.2006.01.021 · Cited by 13,324 · see citing works
Kass, R. E., & Raftery, A. E. (1995) · Journal of the American Statistical Association · doi:10.1080/01621459.1995.10476572 · Cited by 12,558 · see citing works
Cortical Surface-Based Analysis
Dale, A. M., Fischl, B., & Sereno, M. I. (1999) · NeuroImage · doi:10.1006/nimg.1998.0395 · Cited by 10,910 · see citing works
Fischl, B. (2012) · NeuroImage · doi:10.1016/j.neuroimage.2012.01.021 · Cited by 9,526 · see citing works
Cohen, J. (1992) · Psychological Bulletin · doi:10.1037//0033-2909.112.1.155 · Cited by 8,771 · see citing works
Fischl, B., Salat, D. H., Busa, E., Albert, M., Dieterich, M., Haselgrove, C., van der Kouwe, A., Killiany, R., Kennedy, D., Klaveness, S., et al. (2002) · Neuron · doi:10.1016/s0896-6273(02)00569-x · Cited by 8,610 · see citing works
Cortical Surface-Based Analysis
Fischl, B., Sereno, M. I., & Dale, A. M. (1999) · NeuroImage · doi:10.1006/nimg.1998.0396 · Cited by 6,147 · see citing works
Measuring the thickness of the human cerebral cortex from magnetic resonance images
Fischl, B. R., & Dale, A. M. (2000) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.200033797 · Cited by 5,789 · see citing works
Talairach, J., Tournoux, P., & Rayport, M. (1988) · Thieme eBooks · Cited by 5,058 · see citing works
Automatically Parcellating the Human Cerebral Cortex
Fischl, B. R. (2003) · Cerebral Cortex · doi:10.1093/cercor/bhg087 · Cited by 4,208 · see citing works
Austin, P. C. (2011) · Pharmaceutical Statistics · doi:10.1002/pst.433 · Cited by 3,949 · see citing works
SHAFFER, D., FISHER, P., LUCAS, C. P., DULCAN, M. K., & SCHWAB-STONE, M. E. (2000) · Journal of the American Academy of Child & Adolescent Psychiatry · doi:10.1097/00004583-200001000-00014 · Cited by 3,505 · see citing works
Automatic parcellation of human cortical gyri and sulci using standard anatomical nomenclature
Destrieux, C., Fischl, B., Dale, A., & Halgren, E. (2010) · NeuroImage · doi:10.1016/j.neuroimage.2010.06.010 · Cited by 2,956 · see citing works
Sequence-independent segmentation of magnetic resonance images
Fischl, B. R., Salat, D. H., van der Kouwe, A. J. W., Makris, N., Ségonne, F., Quinn, B. T., & Dale, A. M. (2004) · NeuroImage · doi:10.1016/j.neuroimage.2004.07.016 · Cited by 2,117 · see citing works
Attention-deficit/hyperactivity disorder is characterized by a delay in cortical maturation
Shaw, P., Eckstrand, K., Sharp, W., Blumenthal, J., Lerch, J. P., Greenstein, D., Clasen, L., Evans, A., Giedd, J., & Rapoport, J. L. (2007) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0707741104 · Cited by 1,819 · see citing works
Castellanos, F. X. (2002) · JAMA · doi:10.1001/jama.288.14.1740 · Cited by 1,646 · see citing works
Distinct Genetic Influences on Cortical Surface Area and Cortical Thickness
Panizzon, M. S., Fennema-Notestine, C., Eyler, L. T., Jernigan, T. L., Prom-Wormley, E., Neale, M., Jacobson, K., Lyons, M. J., Grant, M. D., Franz, C. E., et al. (2009) · Cerebral Cortex · doi:10.1093/cercor/bhp026 · Cited by 1,304 · see citing works
A developmental and genetic classification for malformations of cortical development: update 2012
Barkovich, A. J., Guerrini, R., Kuzniecky, R., Jackson, G. D., & Dobyns, W. B. (2012) · Brain · doi:10.1093/brain/aws019 · Cited by 1,110 · see citing works
Rakic, P. (1995) · Trends in Neurosciences · doi:10.1016/0166-2236(95)93934-p · Cited by 1,047 · see citing works
The columnar organization of the neocortex.
Mountcastle, V. B. (1997) · Brain : a journal of neurology · doi:10.1093/brain/120.4.701 · Cited by 941 · see citing works
Meta-analysis of structural imaging findings in attention-deficit/hyperactivity disorder
Valera, E. M., Faraone, S. V., Murray, K. E., & Seidman, L. J. (2007) · Biological Psychiatry · doi:10.1016/j.biopsych.2006.06.011 · Cited by 891 · see citing works
Hoogman, M., Bralten, J., Hibar, D. P., Mennes, M., Zwiers, M. P., Schweren, L. S. J., van Hulzen, K. J. E., Medland, S. E., Shumskaya, E., Jahanshad, N., et al. (2017) · The Lancet Psychiatry · doi:10.1016/s2215-0366(17)30049-4 · Cited by 879 · see citing works
Self-citationWhy IQ is not a covariate in cognitive studies of neurodevelopmental disorders
DENNIS, M., FRANCIS, D. J., CIRINO, P. T., SCHACHAR, R., BARNES, M. A., & FLETCHER, J. M. (2009) · Journal of the International Neuropsychological Society · doi:10.1017/s1355617709090481 · Cited by 875 · see citing works
Frazier, T. W., Demaree, H. A., & Youngstrom, E. A. (2004) · Neuropsychology · doi:10.1037/0894-4105.18.3.543 · Cited by 792 · cited 1× · see citing works
“We chose not to match the groups for intelligence quotient (IQ) as changes in IQ are intrinsically related to ADHD (Frazier et al. 2004).”
Linnet, K. M., Dalsgaard, S., Obel, C., Wisborg, K., Henriksen, T. B., Rodriguez, A., Kotimaa, A., Moilanen, I., Thomsen, P. H., Olsen, J., et al. (2003) · American Journal of Psychiatry · doi:10.1176/appi.ajp.160.6.1028 · Cited by 778 · see citing works
Raznahan, A., Shaw, P., Lalonde, F., Stockman, M., Wallace, G. L., Greenstein, D., Clasen, L., Gogtay, N., & Giedd, J. N. (2011) · The Journal of Neuroscience · doi:10.1523/jneurosci.0054-11.2011 · Cited by 712 · see citing works
Shaw, P., Lerch, J., Greenstein, D., Sharp, W., Clasen, L., Evans, A., Giedd, J., Castellanos, F. X., & Rapoport, J. (2006) · Archives of General Psychiatry · doi:10.1001/archpsyc.63.5.540 · Cited by 703 · see citing works
Nakao, T., Radua, J., Rubia, K., & Mataix-Cols, D. (2011) · American Journal of Psychiatry · doi:10.1176/appi.ajp.2011.11020281 · Cited by 588 · see citing works
Environmental risk factors for attention‐deficit hyperactivity disorder
Banerjee, T. D., Middleton, F., & Faraone, S. V. (2007) · Acta Paediatrica · doi:10.1111/j.1651-2227.2007.00430.x · Cited by 575 · see citing works
Cortical abnormalities in children and adolescents with attention-deficit hyperactivity disorder
Sowell, E. R., Thompson, P. M., Welcome, S. E., Henkenius, A. L., Toga, A. W., & Peterson, B. S. (2003) · The Lancet · doi:10.1016/s0140-6736(03)14842-8 · Cited by 567 · see citing works
A Surface-Based Approach to Quantify Local Cortical Gyrification
Schaer, M., Cuadra, M. B., Tamarit, L., Lazeyras, F., D, S. E. M., & Thiran, J. (2008) · IEEE Transactions on Medical Imaging · doi:10.1109/tmi.2007.903576 · Cited by 558 · see citing works
Unique developmental trajectories of cortical thickness and surface area
Wierenga, L. M., Langen, M., Oranje, B., & Durston, S. (2013) · NeuroImage · doi:10.1016/j.neuroimage.2013.11.010 · Cited by 546 · see citing works
Self-citationFrodl, T., & Skokauskas, N. (2012) · Acta Psychiatrica Scandinavica · doi:10.1111/j.1600-0447.2011.01786.x · Cited by 530 · see citing works
The development of gyrification in childhood and adolescence
White, T. J. H., Su, S., Schmidt, M., Kao, C., & Sapiro, G. (2009) · Brain and Cognition · doi:10.1016/j.bandc.2009.10.009 · Cited by 408 · see citing works
Development of Cortical Surface Area and Gyrification in Attention-Deficit/Hyperactivity Disorder
Shaw, P., Malek, M., Watson, B., Sharp, W., Evans, A., & Greenstein, D. (2012) · Biological Psychiatry · doi:10.1016/j.biopsych.2012.01.031 · Cited by 357 · see citing works
Propensity score matching in SPSSPreprint
Thoemmes, F. J. (2012) · arXiv (Cornell University) · doi:10.48550/arxiv.1201.6385 · Cited by 312 · see citing works
Ducharme, S., Albaugh, M. D., Nguyen, T.-V., Hudziak, J. J., Mateos-Pérez, J. M., Labbe, A., Evans, A. C., & Karama, S. (2016) · NeuroImage · doi:10.1016/j.neuroimage.2015.10.010 · Cited by 304 · see citing works
Typical development of basal ganglia, hippocampus, amygdala and cerebellum from age 7 to 24
Wierenga, L., Langen, M., Ambrosino, S., van Dijk, S., Oranje, B., & Durston, S. (2014) · NeuroImage · doi:10.1016/j.neuroimage.2014.03.072 · Cited by 294 · see citing works
Self-citationMicrocolumns in the cerebral cortex
Jones, E. G. (2000) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.97.10.5019 · Cited by 233 · see citing works
Poelmans, G., Pauls, D. L., Buitelaar, J. K., & Franke, B. (2011) · American Journal of Psychiatry · doi:10.1176/appi.ajp.2010.10070948 · Cited by 223 · see citing works
Genetic topography of brain morphology
Chen, C.-H., Fiecas, M., Gutiérrez, E. D., Panizzon, M. S., Eyler, L. T., Vuoksimaa, E., Thompson, W. K., Fennema-Notestine, C., Hagler, D. J., Jernigan, T. L., et al. (2013) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1308091110 · Cited by 217 · see citing works
Greven, C. U., Bralten, J., Mennes, M., O’Dwyer, L., van Hulzen, K. J. E., Rommelse, N., Schweren, L. J. S., Hoekstra, P. J., Hartman, C. A., Heslenfeld, D., et al. (2015) · JAMA Psychiatry · doi:10.1001/jamapsychiatry.2014.3162 · Cited by 198 · see citing works
But what does it mean? The use of effect sizes in educational research
Elliot, K. (2004) · Cited by 184 · see citing works
Abnormal cerebral cortex structure in children with ADHD
Wolosin, S. M., Richardson, M. E., Hennessey, J. G., DENCKLA, M. B., & Mostofsky, S. H. (2007) · Human Brain Mapping · doi:10.1002/hbm.20496 · Cited by 177 · see citing works
Narr, K. L., Woods, R. P., Lin, J., Kim, J., Phillips, O. R., Del'Homme, M., Caplan, R., Toga, A. W., McCracken, J. T., & Levitt, J. G. (2009) · Journal of the American Academy of Child & Adolescent Psychiatry · doi:10.1097/chi.0b013e3181b395c0 · Cited by 168 · see citing works
Cortical Gray Matter in Attention-Deficit/Hyperactivity Disorder
Batty, M. J., Liddle, E. B., Pitiot, A., Toro, R., Groom, M. J., Scerif, G., Mario Liotti, A., Liddle, P. F., Paus, T., & Hollis, C. P. (2010) · Journal of the American Academy of Child & Adolescent Psychiatry · doi:10.1016/j.jaac.2009.11.008 · Cited by 166 · see citing works
Radial Unit Hypothesis of Neocortical Expansion
RAKIC, P. T. (2000) · Novartis Foundation symposium · doi:10.1002/0470846631.ch3 · Cited by 144 · see citing works
Jolly, L. A., Homan, C. C., Jacob, R. P., Barry, S. C., & Gécz, J. (2013) · Human Molecular Genetics · doi:10.1093/hmg/ddt315 · Cited by 138 · see citing works
Shim, S.-H., Hwangbo, Y., Kwon, Y.-J., Jeong, H.-Y., Lee, B.-H., Lee, H.-J., & Kim, Y.-K. (2008) · Progress in Neuro-Psychopharmacology and Biological Psychiatry · doi:10.1016/j.pnpbp.2008.08.005 · Cited by 128 · see citing works
Dewey, J. J., Hana, G., Russell, T., Price, J., McCaffrey, D., Harezlak, J., Sem, E., Anyanwu, J. C., Guttmann, C. R. G., NAVIA, B. A., et al. (2010) · NeuroImage · doi:10.1016/j.neuroimage.2010.03.033 · Cited by 126 · see citing works
Impact of the ADHD-susceptibility gene CDH13 on development and function of brain networks.
Rivero, O., Sich, S., Popp, S., Schmitt, A., Franke, B., & Lesch, K. (2013) · European Neuropsychopharmacology · doi:10.1016/j.euroneuro.2012.06.009 · Cited by 104 · see citing works
Imaging genetics in ADHD: A focus on cognitive control
Durston, S., de Zeeuw, P., & Staal, W. (2008) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2008.08.009 · Cited by 90 · see citing works
Self-citationHorga, G., Kaur, T., & Peterson, B. S. (2014) · Journal of Child Psychology and Psychiatry · doi:10.1111/jcpp.12185 · Cited by 74 · see citing works
Differential Brain Development with Low and High IQ in Attention-Deficit/Hyperactivity Disorder
de Zeeuw, P., Schnack, H., van Belle, J., Weusten, J., van Dijk, S. C., Langen, M., Brouwer, R., van Engeland, H., & Durston, S. (2012) · PLoS ONE · doi:10.1371/journal.pone.0035770 · Cited by 65 · see citing works
Self-citationAn investigation of the neurotrophic factor genes GDNF, NGF, and NT3 in susceptibility to ADHD
Syed, Z., Dudbridge, F., & Kent, L. (2006) · American Journal of Medical Genetics Part B Neuropsychiatric Genetics · doi:10.1002/ajmg.b.30459 · Cited by 60 · see citing works
Durston, S., Nederveen, H., van Dijk, S., van Belle, J., de Zeeuw, P., Langen, M., & van Dijk, A. (2009) · Journal of the American Academy of Child & Adolescent Psychiatry · doi:10.1097/chi.0b013e3181930673 · Cited by 51 · see citing works
Self-citationLi, X., Jiang, J., Zhu, W., Yu, C., Sui, M., Wang, Y., & Jiang, T. (2007) · Brain and Development · doi:10.1016/j.braindev.2007.04.008 · Cited by 51 · see citing works
Global and local grey matter reductions in boys with ADHD combined type and ADHD inattentive type
Vilgis, V., Sun, L., Chen, J., Silk, T. J., & Vance, A. L. A. (2016) · Psychiatry Research Neuroimaging · doi:10.1016/j.pscychresns.2016.06.008 · Cited by 40 · see citing works
Schweren, L., Hartman, C. A., Heslenfeld, D. J., van der Meer, D., Franke, B., Oosterlaan, J., Buitelaar, J. K., Faraone, S. V., & Hoekstra, P. J. (2015) · Journal of the American Academy of Child & Adolescent Psychiatry · doi:10.1016/j.jaac.2015.05.014 · Cited by 36 · see citing works
DIRAS2 is Associated with Adult ADHD, Related Traits, and Co-Morbid Disorders
Reif, A., Nguyen, T. T., Weissflog, L., Jacob, C., Romanos, M., Renner, T., Buttenschøn, H., Kittel-Schneider, S., Gessner, A., Weber, H., et al. (2011) · Neuropsychopharmacology · doi:10.1038/npp.2011.120 · Cited by 27 · see citing works
Flagged first, then by citations
Research works printed but not linked: 4
- Dale AM, Fischl B, Sereno MI. 1999. Cortical surface-based anal- ysis I. Segmentation and surface reconstruction. Neuroimage. 9(2):179-194.
- Fischl B. 2012. FreeSurfer. Neuroimage. 62(2):774-781.
- Fischl B, Sereno MI, Dale AM. 1999. Cortical surface-based anal- ysis ii: inflation, flattening, and a surface-based coordinate system. Neuroimage. 9(2):195-207.
- Wechsler D. 2005. Wechsler Intelligence Scale for Children - Derde Editie NL. Handleiding en Verantwoording. London: Harcourt Assessment. (Wechsler Intelligence Scale for Children -Third Edition, Dutch Version, Manual).
Cited by
Sorted by citations
ADHD: Current Concepts and Treatments in Children and Adolescents
Drechsler, R., Brem, S., Brandeis, D., Grünblatt, E., Berger, G. E., & Walitza, S. (2020) · Neuropediatrics · doi:10.1055/s-0040-1701658 · Cited by 447 · see citing works
A Review of Heterogeneity in Attention Deficit/Hyperactivity Disorder (ADHD)
Luo, Y., Weibman, D., Halperin, J. M., & Li, X. (2019) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2019.00042 · Cited by 394 · see citing works
“, 2003), or both areas (Ambrosino et al., 2017); (3) comprised white matter (WM; Filipek et al.”
BackgroundDevelopment of prefrontal cortex
Kolk, S. M., & Rakic, P. (2022) · Neuropsychopharmacology · doi:10.1038/s41386-021-01137-9 · Cited by 378 · see citing works
“Attention deficit/hyperactivity disorder (ADHD) is a NDD characterized by signs of inattention, impulsivity, and hyperactivity [380, 381].”
BackgroundStructural and functional neuroimaging in attention-deficit/hyperactivity disorder
Albajara Sáenz, A., Villemonteix, T., & Massat, I. (2019) · Developmental Medicine & Child Neurology · doi:10.1111/dmcn.14050 · Cited by 154 · see citing works
ADHD: Reviewing the Causes and Evaluating Solutions
Núñez-Jaramillo, L., Herrera-Solís, A., & Herrera-Morales, W. V. (2021) · Journal of Personalized Medicine · doi:10.3390/jpm11030166 · Cited by 108 · see citing works
Wnt/β‐catenin signaling in brain development and mental disorders: keeping TCF7L2 in mind
Bem, J., Brożko, N., Chakraborty, C., Lipiec, M. A., Koziński, K., Nagalski, A., Szewczyk, Ł. M., & Wisniewska, M. B. (2019) · FEBS Letters · doi:10.1002/1873-3468.13502 · Cited by 94 · see citing works
Genetic variations influence brain changes in patients with attention-deficit hyperactivity disorder
Yadav, S. K., Bhat, A. A., Hashem, S., Nisar, S., Kamal, M., Syed, N., Temanni, M.-R., Gupta, R. K., Kamran, S., Azeem, M. W., et al. (2021) · Translational Psychiatry · doi:10.1038/s41398-021-01473-w · Cited by 99 · see citing works
Best Practices in Structural Neuroimaging of Neurodevelopmental Disorders
Backhausen, L. L., Herting, M. M., Tamnes, C. K., & Vetter, N. C. (2021) · Neuropsychology Review · doi:10.1007/s11065-021-09496-2 · Cited by 66 · see citing works
Noordermeer, S. D. S., Luman, M., Greven, C. U., Veroude, K., Faraone, S. V., Hartman, C. A., Hoekstra, P. J., Franke, B., Buitelaar, J. K., Heslenfeld, D. J., et al. (2017) · Biological Psychiatry · doi:10.1016/j.biopsych.2017.07.008 · Cited by 67 · see citing works
The YOUth study: Rationale, design, and study procedures
Onland‐Moret, N. C., Buizer‐Voskamp, J. E., Albers, M. E. W. A., Brouwer, R. M., Buimer, E. E. L., Hessels, R. S., de Heus, R., Huijding, J., Junge, C., Mandl, R. C. W., et al. (2020) · Developmental Cognitive Neuroscience · doi:10.1016/j.dcn.2020.100868 · Cited by 64 · see citing works
Effect of catalpol on behavior and neurodevelopment in an ADHD rat model
Yuan, H., Ni, X., Zheng, M., Han, X., Song, Y., & Yu, M. (2019) · Biomedicine & Pharmacotherapy · doi:10.1016/j.biopha.2019.109033 · Cited by 64 · see citing works
Neuroimaging in Attention-Deficit/Hyperactivity Disorder: Recent Advances
Firouzabadi, F. D., Ramezanpour, S., Firouzabadi, M. D., Yousem, I. J., Puts, N. A. J., & Yousem, D. M. (2021) · American Journal of Roentgenology · doi:10.2214/ajr.21.26316 · Cited by 66 · see citing works
Bedford, S. A., Lai, M., Lombardo, M. V., Chakrabarti, B., Ruigrok, A. N. V., John Suckling, A., Anagnostou, E. A., Lerch, J. P., Taylor, M. J., Nicolson, R., et al. (2024) · Biological Psychiatry · doi:10.1016/j.biopsych.2024.07.024 · Cited by 62 · see citing works
Pineda-Cirera, L., Shivalikanjli, A., Cabana‐Domínguez, J., Demontis, D., Rajagopal, V. M., Børglum, A. D., Faraone, S. V., Cormand, B., & Fernàndez‐Castillo, N. (2019) · Translational Psychiatry · doi:10.1038/s41398-019-0574-7 · Cited by 34 · see citing works
Sugranyes, G., de la Serna, E., Ilzarbe, D., Pariente, J. C., Borràs, R., Romero, S., Rosa, M., Baeza, I., Moreno, M., Bernardo, M., et al. (2020) · Journal of Child Psychology and Psychiatry · doi:10.1111/jcpp.13321 · Cited by 30 · see citing works
Structural Brain Changes and Associated Symptoms of ADHD Subtypes in Children.
Mu, S., Wu, H., Zhang, J., & Chang, C. (2022) · Cerebral Cortex · doi:10.1093/cercor/bhab276 · Cited by 29 · see citing works
Hawi, Z., Yates, H., Pinar, A., Arnatkevičiūtė, A., Johnson, B. P., Tong, J., Pugsley, K., Dark, C., Pauper, M., Klein, M., et al. (2018) · Translational Psychiatry · doi:10.1038/s41398-018-0329-x · Cited by 28 · see citing works
Impaired early information processing in adult ADHD: a high-density ERP study
Papp, S., Tombor, L., Kakuszi, B., Balogh, L., Réthelyi, J., Bitter, I., & Czobor, P. (2020) · BMC Psychiatry · doi:10.1186/s12888-020-02706-w · Cited by 25 · see citing works
Vetter, N. C., Backhausen, L. L., Buse, J., Roessner, V., & Smolka, M. N. (2019) · Human Brain Mapping · doi:10.1002/hbm.24853 · Cited by 23 · see citing works
Klein, M., Duran, F., Menezes, A. K. P. M., Alves, T. M., Busatto, G. F., & Louzã, M. R. (2019) · Journal of Attention Disorders · doi:10.1177/1087054719855683 · Cited by 23 · see citing works
Gharehgazlou, A., Freitas, C., Ameis, S. H., Taylor, M. J., Lerch, J. P., Radua, J., & Anagnostou, E. (2021) · Cerebral Cortex · doi:10.1093/cercor/bhaa381 · Cited by 22 · see citing works
Hou, J., Huibregtse, M. E., Alexander, I. L., Klemsz, L. M., Fu, T., Rosenberg, M. S., Fortenberry, J. D., Herbenick, D., & Kawata, K. (2023) · Brain and Behavior · doi:10.1002/brb3.3160 · Cited by 21 · see citing works
Lifespan associations of resting-state brain functional networks with ADHD symptoms
Wang, R., Fan, Y., Wu, Y., Zang, Y., & Zhou, C. (2022) · iScience · doi:10.1016/j.isci.2022.104673 · Cited by 20 · see citing works
Dan, O. (2020) · Journal des adolescens · doi:10.1016/j.adolescence.2020.04.010 · Cited by 21 · see citing works
Cerebral Cortical Surface Structure and Neural Activation Pattern Among Adolescent Football Players
Zuidema, T. R., Hou, J., Kercher, K. A., Recht, G. O., Sweeney, S. H., Chenchaiah, N., Cheng, H., Steinfeldt, J. A., & Kawata, K. (2024) · JAMA Network Open · doi:10.1001/jamanetworkopen.2023.54235 · Cited by 17 · see citing works
Lead exposure leads to premature neural differentiation via inhibiting Wnt signaling
Li, J., Hu, M., Liu, Y., Lu, R., & Feng, W. (2024) · Environmental Pollution · doi:10.1016/j.envpol.2024.125232 · Cited by 17 · see citing works
Advances in the etiology and neuroimaging of children with attention deficit hyperactivity disorder
Shen, F., & Zhou, H. (2024) · Frontiers in Pediatrics · doi:10.3389/fped.2024.1400468 · Cited by 18 · see citing works
Palaniyappan, L. K., Batty, M. J., Liddle, P. F., Liddle, E. B., Groom, M. J., Hollis, C. P., & Scerif, G. (2019) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2019.00235 · Cited by 12 · see citing works
Su, S., Chen, Y.-Q., Dai, Y., Lin, L.-P., Qian, L., Zhou, Q., Zou, M.-S., Zhang, H., Liu, M.-N., Xiang, X., et al. (2021) · Brain Imaging and Behavior · doi:10.1007/s11682-021-00514-8 · Cited by 11 · see citing works
Ahirwar, L. K., Blackburn, S., McBride, D. W., & Pandit, P. K. T. (2025) · Molecular Psychiatry · doi:10.1038/s41380-025-03200-z · Cited by 11 · see citing works
Mokhtar, H. I., El‐Fadeal, N. M. A., El‐Sayed, R. M., Hegazy, A., El-Kherbetawy, M. K., Hamad, A. G., ElSayed, M. H., & Zaitone, S. A. (2024) · International Journal of Molecular Sciences · doi:10.3390/ijms25179284 · Cited by 11 · see citing works
Gharehgazlou, A., Vandewouw, M. M., Ziolkowski, J., Wong, J., Crosbie, J., Schachar, R. J., Nicolson, R., Georgiades, S., Kelley, E. A., Ayub, M., et al. (2021) · Cerebral Cortex · doi:10.1093/cercor/bhab326 · Cited by 11 · see citing works
Understanding the Dynamics of the Developing Adolescent Brain Through Team Science
Zanolie, K., Ma, I., Bos, M. G. N., Schreuders, E., Vandenbroucke, A. R. E., van Hoorn, J., van Duijvenvoorde, A. C. K., Wierenga, L. M., Crone, E. A., & Güroğlu, B. (2022) · Frontiers in Integrative Neuroscience · doi:10.3389/fnint.2022.827097 · Cited by 12 · see citing works
Self-citationDeng, H., Huang, Z.-L., Li, Z., Cao, L., He, Y., Sun, N., Zeng, Y., & Wu, J.-S. (2023) · Frontiers in Neuroscience · doi:10.3389/fnins.2023.1098526 · Cited by 7 · see citing works
Gagnon, A., Grenier, G., Bocti, C., Gillet, V., Baccarelli, A., Posner, J., Descoteaux, M., & Takser, L. (2022) · Cerebral Cortex · doi:10.1093/cercor/bhac180 · Cited by 10 · see citing works
Sarabin, E., Harkness, K., & Murias, K. (2023) · Journal of Attention Disorders · doi:10.1177/10870547231174036 · Cited by 8 · see citing works
Levman, J. E. D., Forgeron, C., Shiohama, T., MacDonald, P., Stewart, N., Lim, A., Berrigan, L. I., & Takahashi, E. (2022) · International Journal of Developmental Neuroscience · doi:10.1002/jdn.10211 · Cited by 7 · see citing works
Dutta, C. N., Christov‐Moore, L., Ombao, H., & Douglas, P. K. (2022) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2022.938501 · Cited by 7 · see citing works
Tiemeier, H. W., & Muetzel, R. L. (2020) · Mental health and illness worldwide · doi:10.1007/978-981-10-2348-4_12 · Cited by 5 · see citing works
Chang, J.-C., Lin, H., & Gau, S. S. (2025) · Progress in Neuro-Psychopharmacology and Biological Psychiatry · doi:10.1016/j.pnpbp.2025.111429 · Cited by 5 · see citing works
Neural correlates of inattention in adults with ADHD
Laatsch, J., Stein, F., Maier, S. J., Matthies, S., Sobanski, E., Alm, B., van Elst, L. T., Krug, A., & Philipsen, A. (2024) · European Archives of Psychiatry and Clinical Neuroscience · doi:10.1007/s00406-024-01872-2 · Cited by 5 · see citing works
Soto, A. J., Vargas, J. P., Díaz, E., & López, J. C. (2021) · IntechOpen eBooks · doi:10.5772/intechopen.94507 · Cited by 5 · see citing works
Cortical gyrification morphology in PTSD: A neurobiological risk factor for severity?
Gharehgazlou, A., Richardson, J. D., Jetly, R., & Dunkley, B. T. (2021) · Neurobiology of Stress · doi:10.1016/j.ynstr.2021.100299 · Cited by 4 · see citing works
Levman, J. E. D. (2025) · Biology · doi:10.3390/biology14121651 · Cited by 3 · see citing works
Karkashadze, G. A., Firumyants, A. I., Сергеевич, Ш. Н., Sergienko, N. S., Nesterova, Y. V., Михайлович, Я. Л., Николаевна, Р. Е., Polle, M. I., Salimgareeva, T. A., Gogberashvili, T. Y., et al. (2025) · Вопросы современной педиатрии · doi:10.15690/vsp.v23i6.2838 · Cited by 2 · see citing works
Cortical gyrification predicts initial treatment response in adults with ADHD
Laatsch, J., Stein, F., Maier, S. J., Matthies, S., Sobanski, E., Alm, B., van Elst, L. T., Krug, A., & Philipsen, A. (2025) · Translational Psychiatry · doi:10.1038/s41398-025-03681-0 · Cited by 2 · see citing works
Attention-Deficit / Hyperactivity Disorder in Athletes
Leibold, C. M., Smetana, R. M., & Statuta, S. M. (2023) · Clinics in Sports Medicine · doi:10.1016/j.csm.2023.06.013 · Cited by 2 · see citing works
Tiemeier, H. W., & Muetzel, R. L. (2020) · Mental health and illness worldwide · doi:10.1007/978-981-10-0753-8_12-1 · Cited by 2 · see citing works
Hypogyrification in the medial regions of the temporal and occipital lobes in hoarding disorder
Matsuo, A., Tomiyama, H., Murayama, K., Kato, K., Nishida, N., Matsukuma, K., Kawahito, M., Tsunoda, K., Kang, M., Sashikata, K., et al. (2025) · Journal of Psychiatric Research · doi:10.1016/j.jpsychires.2025.02.040 · Cited by 1 · see citing works
Liu, M., Zeng, Z., Song, Y., Liu, Y., Sun, M., Wei, G., Wu, S., & Kou, L. (2025) · Child Care Health and Development · doi:10.1111/cch.70135 · Cited by 1 · see citing works
Laatsch, J., David, F. S., Stein, F., Maj, C., Forstner, A. J., Maier, S. J., Matthies, S., Sobanski, E., Alm, B., van Elst, L. T., et al. (2025) · Biological Psychiatry Cognitive Neuroscience and Neuroimaging · doi:10.1016/j.bpsc.2025.09.012 · Cited by 1 · see citing works
Chromatic pupillometry findings in attention deficit hyperactivity disorder: Sex differences
Duque–Chica, G. L., Durán‐Cristiano, S. C., León, A., Nagy, B. V., Szakali, B., Correa‐Osorio, L. F., Cardona‐Silgado, J. C., & Ventura, D. F. (2025) · Ophthalmic and Physiological Optics · doi:10.1111/opo.70028 · Cited by 2 · see citing works
Attention deficit hyperactivity disorder
Lazar, S. M., & Voigt, R. G. (2024) · Elsevier eBooks · doi:10.1016/b978-0-12-824060-1.00017-1 · Cited by 1 · see citing works
Brain Imaging Correlates of Developmental Coordination Disorder and Associated Impairments
Bonthrone, A. F. (2018) · UCL Discovery (University College London)
Maier, S. J., Nickel, K., Endres, D., & van Elst, L. T. (2019) · Nervenheilkunde · doi:10.1055/a-0976-0875
Best practices in clinical developmental structural neuroimagingPreprint
Backhausen, L. L., Herting, M. M., Tamnes, C. K., & Vetter, N. C. (2020) · doi:10.31234/osf.io/br38j
Wang, R., Fan, Y., Wu, Y., & Zhou, C. (2021) · arXiv (Cornell University)
Trastorno por Déficit de Atención e Hiperactividad en la infancia: revisión narrativaPreprint
Moya-Sánchez, D. N. (2023) · doi:10.31219/osf.io/x6kqd
Similitudes et différences entre le TDAH et le TSA, illustrées par l’étude du défaut d’inhibition
Septier, M. (2019) · theses.fr (ABES) · doi:10.70675/22fe83c2z678fz4b7ezac95z1af4554dfcbf
Maeda, Y., Okimura, T., Itahashi, T., & Fukazawa, Y. (2026) · Neuroscience Research · doi:10.1016/j.neures.2026.105054
Neuroanatomical and transcriptomic correlates of attention in schizophrenia
Lu, H.-L., Wang, X. J., Wu, D., Zhang, Y.-J., Wu, W., Zhang, Y., Zhang, H.-J., Li, D., Strelnikov, K., Wang, H., et al. (2026) · Schizophrenia Research Cognition · doi:10.1016/j.scog.2026.100452
Ishii-Takahashi, A., Yoshimaru, Y., Muhammad, D., Kawahara, T., & Yamaguchi, R. (2026) · Psychiatry and Clinical Neurosciences · doi:10.1111/pcn.70100
A neuroanatomical basis for co-occurring low attention and low reading ability
Romano, M. F., Nedelec, P., Mandelli, M. L., Yeatman, J. D., Bonham, L. W., Pinheiro‐Chagas, P., Sugrue, L. P., Gorno‐Tempini, M., & Rauschecker, A. M. (2026) · Cerebral Cortex · doi:10.1093/cercor/bhag100
Genomic analysis identifies polygenic and region-specific contributions to ADHD-migraine comorbidityPreprint
Luo, Y., Dardani, C., Wootton, R. E., & Stergiakouli, E. (2026) · medRxiv · doi:10.64898/2026.08.19.26360780
- Authors
- Ambrosino, S., de Zeeuw, P., Wierenga, L. M., van Dijk, S., & Durston, S.
- Affiliations
- University Medical Center Utrecht (NL)
- NICHE Lab, Department of Psychiatry, Brain Center Rudolf Magnus, University Medical Center Utrecht, 3584 CX Utrecht, The Netherlands
- Corresponding author
- Ambrosino, Sara
- Venue
- Cerebral Cortex
- Publisher
- Oxford University Press (OUP)
- Published
- 2017-07-18
- Volume
- 27
- Issue
- 9
- Pages
- 4624-4634
- ISSN
- 1047-3211 (ISSN-L)
- 1460-2199
- OpenAlex
- W2739399747
- Cited by
- 67
- References
- 61
- Citations by year
- 2026: 5 · 2025: 9 · 2024: 7 · 2023: 5 · 2022: 6 · 2021: 12 · 2020: 9 · 2019: 10 · 2018: 3 · 2017: 1
- FWCI
- 5.19
- Type
- journal article
- Language
- en
- Open access
- hybrid
- doi.org
- Licence
- Locations
- Cerebral Cortex (publishedVersion, cc-by-nc)
- PubMed (publishedVersion)
- Leiden Repository (Leiden University) (submittedVersion)
- Data Archiving and Networked Services (DANS) (submittedVersion, other-oa)
- Utrecht University Repository (Utrecht University) (submittedVersion, other-oa)
- Leiden Repository (Leiden University) (submittedVersion, cc-by-nc)
- Funders
- Netherlands Organisation for Scientific Research (NWO) (VIDI 91776384, VICI 453-10-005)
- Topics
- Health Sciences › Medicine › Psychiatry and Mental health › Attention Deficit Hyperactivity Disorder
- Life Sciences › Neuroscience › Cognitive Neuroscience › Neural and Behavioral Psychology Studies
- Life Sciences › Neuroscience › Cognitive Neuroscience › Autism Spectrum Disorder Research
- Keywords
- attention deficit hyperactivity disorder, cortical development, cortical volume, cortical surface area, cortical thickness, cortical folding, frontal lobe, neurodevelopmental mechanisms, developmental trajectories, longitudinal MRI, cortical expansion
- MeSH terms
- Adolescent, Attention Deficit Disorder with Hyperactivity, Brain Mapping, Cerebral Cortex, Child, Female, Humans, Image Processing, Computer-Assisted, Longitudinal Studies, Magnetic Resonance Imaging, Male, Neurogenesis
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