Mapping subcortical brain maturation during adolescence: evidence of hemisphere- and sex-specific longitudinal changes
Open accessAbstract
Early to mid-adolescence is an important developmental period for subcortical brain maturation, but longitudinal studies of these neurodevelopmental changes are lacking. The present study acquired repeated magnetic resonance images from 60 adolescent subjects (28 female) at ages 12.5 and 16.5 years to map changes in subcortical structure volumes. Automated segmentation techniques optimized for longitudinal measurement were used to delineate volumes of the caudate, putamen, nucleus accumbens, pallidum, hippocampus, thalamus and the whole brain. Amygdala volumes were described using manual tracing methods. The results revealed heterogeneous maturation across the regions of interest (ROIs), and change was differentially moderated by sex and hemisphere. The caudate, thalamus and putamen declined in volume, more for females relative to males, and decreases in the putamen and thalamus were greater in the left hemisphere. The pallidum increased in size, but more so in the left hemisphere. While the left nucleus accumbens increased in size, the right accumbens decreased in size over the follow-up period. Increases in hippocampal volume were greater in the right hemisphere. While amygdala volume did not change over time, the left hemisphere was consistently larger than the right. These results suggest that subcortical brain development from early to middle adolescence is characterized by striking hemispheric specialization and sexual dimorphisms, and provide a framework for interpreting normal and abnormal changes in cognition, affect and behavior. Moreover, the differences in findings compared to previous cross-sectional research emphasize the importance of within-subject assessment of brain development during adolescence.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
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?
Many of the neural systems involved in romantic love and sex undergo significant structural, connectivity, and functional transformation during puberty.
“Although it has been established that many of the neural systems involved in romantic love and sex undergo significant structural, connectivity, and functional transformation during puberty, little is known about how this intersects with a normative romantic and sexual developmental trajectory.”
From Becoming a sexual being: The “elephant in the room” of adolescent brain development (2017) · cites this paper as Dennison et al., 2013
We found no evidence for significant development of the amygdala from early- to mid-adolescence in this sample.
“Although we found no evidence for significant development of the amygdala from early- to mid-adolescence in this sample (Dennison et al., 2013)”
From Positive parenting predicts the development of adolescent brain structure: a longitudinal study (2014) · cites this paper as Dennison et al., 2013
Amygdala volume did not change over time, but the left amygdala was larger than the right.
“While amygdala volume did not change over time, there was a main effect of hemisphere such that the left amygdala was larger than the right.”
From Positive parenting predicts the development of adolescent brain structure: a longitudinal study (2014) · cites this paper as Dennison et al., 2013
The pallidum and hippocampus increased in volume over time from early to mid-adolescence in this sample.
“The pallidum and hippocampus increased in volume over time.”
From Positive parenting predicts the development of adolescent brain structure: a longitudinal study (2014) · cites this paper as Dennison et al., 2013
The caudate, thalamus, and putamen declined in volume over time from early to mid-adolescence in this sample.
“Briefly, we found the caudate, thalamus and putamen to decline in volume over time.”
From Positive parenting predicts the development of adolescent brain structure: a longitudinal study (2014) · cites this paper as Dennison et al., 2013
The left nucleus accumbens increased in size while the right nucleus accumbens decreased in size over the follow-up period.
“While the left nucleus accumbens increased in size, the right accumbens decreased in size over the follow-up period.”
From Positive parenting predicts the development of adolescent brain structure: a longitudinal study (2014) · cites this paper as Dennison et al., 2013
Cites
Controlling the False Discovery Rate: A Practical and Powerful Approach to Multiple Testing
Benjamini, Y., & Hochberg, Y. (1995) · Journal of the Royal Statistical Society Series B: Statistical Methodology · doi:10.1111/j.2517-6161.1995.tb02031.x · Cited by 109,482 · see citing works
The assessment and analysis of handedness: The Edinburgh inventory
Oldfield, R. C. (1971) · Neuropsychologia · doi:10.1016/0028-3932(71)90067-4 · Cited by 35,900 · see citing works
A heteroskedasticity-consistent covariance matrix estimator and a direct test for heteroskedasticity
White, H. (1980) · Econometrica · doi:10.2307/1912934 · Cited by 25,861 · see citing works
Kessler, R. C., Berglund, P., Demler, O., Jin, R., Merikangas, K. R., & Walters, E. E. (2005) · Archives of General Psychiatry · doi:10.1001/archpsyc.62.6.593 · Cited by 20,391 · see citing works
Complex brain networks: graph theoretical analysis of structural and functional systems
Bullmore, E., & Sporns, O. (2009) · Nature Reviews Neuroscience · doi:10.1038/nrn2575 · Cited by 11,820 · 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
The control of the false discovery rate in multiple testing under dependency
Benjamini, Y., & Yekutieli, D. (2001) · The Annals of Statistics · doi:10.1214/aos/1013699998 · Cited by 10,490 · 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
Merikangas, K. R., He, J.-P., Burstein, M., Swanson, S. A., Avenevoli, S., Cui, L., Benjet, C., Georgiades, K., & Swendsen, J. (2010) · Journal of the American Academy of Child & Adolescent Psychiatry · doi:10.1016/j.jaac.2010.05.017 · Cited by 6,278 · see citing works
Effects of stress throughout the lifespan on the brain, behaviour and cognition
Lupien, S. J., McEwen, B. S., Gunnar, M. R., & Heim, C. (2009) · Nature Reviews Neuroscience · doi:10.1038/nrn2639 · Cited by 6,256 · 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
Dynamic mapping of human cortical development during childhood through early adulthood
Gogtay, N., Giedd, J. N., Lusk, L., Hayashi, K. M., Greenstein, D., Vaituzis, A. C., Nugent, T. F., Herman, D. H., Clasen, L. S., Toga, A. W., et al. (2004) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0402680101 · Cited by 5,604 · see citing works
The adolescent brain and age-related behavioral manifestations
Spear, L. P. (2000) · Neuroscience & Biobehavioral Reviews · doi:10.1016/s0149-7634(00)00014-2 · Cited by 5,433 · see citing works
A nonparametric method for automatic correction of intensity nonuniformity in MRI data
Sled, J. G., Zijdenbos, A. P., & Evans, A. C. (1998) · IEEE Transactions on Medical Imaging · doi:10.1109/42.668698 · Cited by 4,731 · see citing works
Gender differences in risk taking: a meta-analysis
Byrnes, J. P., Miller, D. C., & Schafer, W. D. (1999) · Psychological Bulletin · doi:10.1037/0033-2909.125.3.367 · Cited by 3,723 · see citing works
Diggle, P. J., Heagerty, P. J., Liang, K., & Zeger, S. L. (2002) · doi:10.1093/oso/9780198524847.001.0001 · Cited by 3,388 · see citing works
Cognitive and affective development in adolescence
Steinberg, L. (2005) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2004.12.005 · Cited by 2,978 · see citing works
Regression standard errors in clustered samples
Rogers, W. H. (1993) · Stata technical bulletin · Cited by 2,775 · see citing works
A Note on Robust Variance Estimation for Cluster‐Correlated Data
Williams, R. L. (2000) · Biometrics · doi:10.1111/j.0006-341x.2000.00645.x · Cited by 2,501 · see citing works
Ziegel, E. R., & Lohr, S. L. (2000) · Technometrics · doi:10.2307/1271491 · Cited by 2,450 · see citing works
A review of MRI findings in schizophrenia
Shenton, M. E., Dickey, C. C., Frumin, M., & McCarley, R. W. (2001) · Schizophrenia Research · doi:10.1016/s0920-9964(01)00163-3 · Cited by 2,346 · see citing works
Serotonin transporter genetic variation and the response of the human amygdala.
Hariri, A. R., Mattay, V. S., Tessitore, A., Kolachana, B., Fera, F., Goldman, D., Egan, M. F., & Weinberger, D. R. (2002) · Science · doi:10.1126/science.1071829 · Cited by 2,340 · see citing works
Mapping cortical change across the human life span
Sowell, E. R., Peterson, B. S., Thompson, P. M., Welcome, S. E., Henkenius, A. L., & Toga, A. W. (2003) · Nature Neuroscience · doi:10.1038/nn1008 · Cited by 2,328 · see citing works
Davidson, M. C., Amso, D., Anderson, L. C., & Diamond, A. (2006) · Neuropsychologia · doi:10.1016/j.neuropsychologia.2006.02.006 · Cited by 2,226 · 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
The mesolimbic dopamine reward circuit in depression
Nestler, E. J., & Carlezon, W. A. (2006) · Biological Psychiatry · doi:10.1016/j.biopsych.2005.09.018 · Cited by 2,059 · see citing works
Chambers, R. A., Taylor, J. R., & Potenza, M. N. (2003) · American Journal of Psychiatry · doi:10.1176/appi.ajp.160.6.1041 · Cited by 1,719 · see citing works
Adolescent Brain Development: A Period of Vulnerabilities and Opportunities. Keynote Address
DAHL, R. E. (2004) · Annals of the New York Academy of Sciences · doi:10.1196/annals.1308.001 · Cited by 1,667 · see citing works
Statistical Methods in Medical Research
Armitage, P., Berry, G., & Matthews, J. N. S. (2002) · Wiley eBooks · doi:10.1002/9780470773666 · Cited by 1,638 · see citing works
Structural magnetic resonance imaging of the adolescent brain
GIEDD, J. N. (2004) · Annals of the New York Academy of Sciences · doi:10.1196/annals.1308.009 · Cited by 1,610 · see citing works
Hippocampal volume and depression: a meta-analysis of MRI studies
Videbech, P., & Ravnkilde, B. (2004) · American Journal of Psychiatry · doi:10.1176/appi.ajp.161.11.1957 · Cited by 1,590 · see citing works
Han, X., Jovicich, J., Salat, D., van der Kouwe, A., Quinn, B., Czanner, S., Busa, E., Pacheco, J., Albert, M., Killiany, R., et al. (2006) · NeuroImage · doi:10.1016/j.neuroimage.2006.02.051 · Cited by 1,508 · see citing works
Sampling Weights and Regression Analysis
Winship, C., & Radbill, L. (1994) · Sociological Methods & Research · doi:10.1177/0049124194023002004 · Cited by 1,478 · see citing works
Highly accurate inverse consistent registration: A robust approach
Reuter, M., Rosas, H. D., & Fischl, B. R. (2010) · NeuroImage · doi:10.1016/j.neuroimage.2010.07.020 · Cited by 1,378 · see citing works
Sexual dimorphism of brain developmental trajectories during childhood and adolescence
Lenroot, R. K., Gogtay, N., Greenstein, D. K., Wells, E. M., Wallace, G. L., Clasen, L. S., Blumenthal, J. D., Lerch, J., Zijdenbos, A. P., Evans, A. C., et al. (2007) · NeuroImage · doi:10.1016/j.neuroimage.2007.03.053 · Cited by 1,309 · see citing works
Jovicich, J., Czanner, S., Greve, D. N., Haley, E., van der Kouwe, A. J. W., Gollub, R. L., Kennedy, D. N., Schmitt, F., Brown, G. G., MacFall, J. R., et al. (2005) · NeuroImage · doi:10.1016/j.neuroimage.2005.09.046 · Cited by 1,269 · see citing works
Good, C. D., Johnsrude, I. S., Ashburner, J., Henson, R. N., Friston, K. J., & Frackowiak, R. S. J. (2001) · NeuroImage · doi:10.1006/nimg.2001.0857 · Cited by 1,204 · see citing works
Longitudinal Development of Human Brain Wiring Continues from Childhood into Adulthood
Lebel, C., & Beaulieu, C. (2011) · Journal of Neuroscience · doi:10.1523/jneurosci.5302-10.2011 · Cited by 1,193 · see citing works
Behavioral Inhibition: Linking Biology and Behavior within a Developmental Framework
Fox, N. A., Henderson, H. A., Marshall, P. J., Nichols, K. E., & Ghera, M. M. (2005) · Annual Review of Psychology · doi:10.1146/annurev.psych.55.090902.141532 · Cited by 1,040 · see citing works
Risk taking in adolescence: What changes, and why?
STEINBERG, L. (2004) · Annals of the New York Academy of Sciences · doi:10.1196/annals.1308.005 · Cited by 963 · see citing works
Beyond Bonferroni: Less conservative analyses for conservation genetics
Narum, S. R. (2006) · Conservation Genetics · doi:10.1007/s10592-005-9056-y · Cited by 864 · see citing works
Ge, X., Conger, R. D., & Elder, G. H. (2001) · Developmental Psychology · doi:10.1037//0012-1649.37.3.404 · Cited by 788 · see citing works
Beyond Bonferroni: less conservative analyses for conservation genetics
Narum, S. R. (2006) · Conservation Genetics · doi:10.1007/s10592-006-9189-7 · Cited by 786 · see citing works
Emotion and Affective Style: Hemispheric Substrates
Davidson, R. J. (1992) · Psychological Science · doi:10.1111/j.1467-9280.1992.tb00254.x · Cited by 730 · see citing works
Triadic model of the neurobiology of motivated behavior in adolescence.
ERNST, M., PINE, D. S., & HARDIN, M. (2006) · Psychological Medicine · doi:10.1017/s0033291705005891 · Cited by 718 · 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
Wechsler Intelligence Scale for Children
National Cancer Institute (2020) · Definitions · doi:10.32388/1lsxek · Cited by 707 · see citing works
Sowell, E. R., Trauner, D. A., Gamst, A., & Jernigan, T. L. (2002) · Developmental Medicine and Child Neurology · doi:10.1017/s0012162201001591 · Cited by 701 · see citing works
Sowell, E. R., Peterson, B. S., Kan, E., Woods, R. P., Yoshii, J., Bansal, R., Xu, D., Zhu, H., Thompson, P. M., & Toga, A. W. (2007) · Cerebral Cortex · doi:10.1093/cercor/bhl066 · Cited by 695 · see citing works
Neurobiology of the Adolescent Brain and Behavior: Implications for Substance Use Disorders
Casey, B. J., & Jones, R. M. (2010) · Journal of the American Academy of Child & Adolescent Psychiatry · doi:10.1016/j.jaac.2010.08.017 · Cited by 692 · see citing works
A shift from diffuse to focal cortical activity with development
Durston, S., Davidson, M. C., Tottenham, N., Galvan, A., Spicer, J., Fossella, J. A., & Casey, B. J. (2006) · Developmental Science · doi:10.1111/j.1467-7687.2005.00454.x · Cited by 692 · see citing works
Human Cerebral Hemispheres Develop at Different Rates and Ages
Thatcher, R. W., Walker, R. A., & Giudice, S. (1987) · Science · doi:10.1126/science.3576224 · Cited by 610 · see citing works
Dopamine in Drug Abuse and Addiction: Results of Imaging Studies and Treatment Implications
Volkow, N. D., Fowler, J. S., Wang, G.-J., Swanson, J. M., & Telang, F. (2007) · Archives of Neurology · doi:10.1001/archneur.64.11.1575 · Cited by 605 · see citing works
Sex differences in the adolescent brain
Lenroot, R., & Giedd, J. N. (2009) · Brain and Cognition · doi:10.1016/j.bandc.2009.10.008 · Cited by 563 · see citing works
Jovicich, J., Czanner, S., Han, X., Salat, D. H., van der Kouwe, A. J. W., Quinn, B. T., Pacheco, J., Albert, M., Killiany, R., & Blacker, D. (2009) · NeuroImage · doi:10.1016/j.neuroimage.2009.02.010 · Cited by 549 · see citing works
Morey, R. A., Petty, C. M., Xu, Y., Pannu Hayes, J., Wagner, H. R., Lewis, D. V., LaBar, K. S., Styner, M., & McCarthy, G. (2009) · NeuroImage · doi:10.1016/j.neuroimage.2008.12.033 · Cited by 540 · see citing works
Hippocampal Changes in Patients With a First Episode of Major Depression
Frodl, T., Meisenzahl, E. M., Zetzsche, T., Born, C., Groll, C., Jäger, M., Leinsinger, G. L., Ronald Bottlender, A., Hahn, K. M., & Möller, H. (2002) · American Journal of Psychiatry · doi:10.1176/appi.ajp.159.7.1112 · Cited by 525 · see citing works
Sexual dimorphism of the developing human brain
Giedd, J. N., Castellanos, F. X., Rajapakse, J. C., Vaituzis, A. C., & Rapoport, J. L. (1997) · Progress in Neuro-Psychopharmacology and Biological Psychiatry · doi:10.1016/s0278-5846(97)00158-9 · Cited by 500 · see citing works
Østby, Y., Tamnes, C. K., Fjell, A. M., Westlye, L. T., Due-Tønnessen, P., & Walhovd, K. B. (2009) · The Journal of Neuroscience · doi:10.1523/jneurosci.1242-09.2009 · Cited by 480 · see citing works
Avoiding asymmetry-induced bias in longitudinal image processing
Reuter, M., & Fischl, B. R. (2011) · NeuroImage · doi:10.1016/j.neuroimage.2011.02.076 · Cited by 480 · see citing works
Assessment of Children: WISC-IV and WPPSI-III Supplement
Sattler, J. M. (2004) · Cited by 466 · see citing works
Developmental structure in brain evolution
Finlay, B. L., Darlington, R. B., & Nicastro, N. (2001) · Behavioral and Brain Sciences · doi:10.1017/s0140525x01003958 · Cited by 442 · see citing works
Sex Differences and the Impact of Steroid Hormones on the Developing Human Brain
Neufang, S., Specht, K., Hausmann, M., Güntürkün, O., Herpertz‐Dahlmann, B., Fink, G. R., & Konrad, K. (2008) · Cerebral Cortex · doi:10.1093/cercor/bhn100 · Cited by 421 · see citing works
Anatomical MRI of the developing human brain: what have we learned?
DURSTON, S., HULSHOFF POL, H. E., CASEY, B. J., GIEDD, J. N., BUITELAAR, J. K., & VAN ENGELAND, H. (2001) · Journal of the American Academy of Child & Adolescent Psychiatry · doi:10.1097/00004583-200109000-00009 · Cited by 410 · cited 3× · see citing works
“…findings derived from cross sectional samples that suggest gradual increases in volume from early childhood to adolescence, which in some instances were shown for males only (for a review see Durston et al., 2001; Giedd, Vaituzis, Hamburger, Lange, Rajapakse, Kaysen, Vauss & Rapoport, 1996).”
BackgroundResultThe neurobiology of addiction: a neuroadaptational view relevant for diagnosis
Koob, G. F. (2006) · Addiction · doi:10.1111/j.1360-0443.2006.01586.x · Cited by 397 · see citing works
Davey, C. G., Yücel, M., & Allen, N. B. (2008) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2007.04.016 · Cited by 377 · see citing works
Self-citationSampling of Populations: Methods and Applications.
Lynn, P. J., Levy, P. S., & Lemeshow, S. A. (1993) · Journal of the Royal Statistical Society Series D (The Statistician) · doi:10.2307/2348995 · Cited by 370 · see citing works
Modulation of Brain Dopamine Transmission by Sex Steroids
Paolo, T. D. (1994) · Reviews in the Neurosciences · doi:10.1515/revneuro.1994.5.1.27 · Cited by 360 · see citing works
Ernst, M., & Fudge, J. L. (2009) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2008.10.009 · Cited by 358 · see citing works
Serotonin receptors in the human brain—IV. Autoradiographic mapping of serotonin-2 receptors
Pazos, A., Probst, A., & Palacios, J. M. (1987) · Neuroscience · doi:10.1016/0306-4522(87)90327-7 · Cited by 355 · see citing works
Gogtay, N., & Thompson, P. M. (2009) · Brain and Cognition · doi:10.1016/j.bandc.2009.08.009 · Cited by 345 · see citing works
A behavioral scientist looks at the science of adolescent brain development
Steinberg, L. (2010) · Brain and Cognition · doi:10.1016/j.bandc.2009.11.003 · Cited by 342 · see citing works
Brown, R. M., Crane, A. M., & Goldman, P. S. (1979) · Brain Research · doi:10.1016/0006-8993(79)90132-x · Cited by 330 · see citing works
Forbes, E. E., Ryan, N. D., Phillips, M. L., Manuck, S. B., Worthman, C. M., Moyles, D. L., Tarr, J. A., Sciarrillo, S. R., & Dahl, R. E. (2010) · Journal of the American Academy of Child & Adolescent Psychiatry · doi:10.1016/j.jaac.2009.11.006 · Cited by 320 · see citing works
Lenroot, R. K., Schmitt, J. E., Ordaz, S. J., Wallace, G. L., Neale, M. C., Lerch, J. P., Kendler, K. S., Evans, A. C., & Giedd, J. N. (2009) · Human Brain Mapping · doi:10.1002/hbm.20494 · Cited by 320 · see citing works
Wahlstrom, D., Collins, P., White, T., & Luciana, M. (2010) · Brain and Cognition · doi:10.1016/j.bandc.2009.10.013 · Cited by 311 · see citing works
Sex differences in the neural correlates of emotion: evidence from neuroimaging
Whittle, S., Yücel, M., Yap, M. B. H., & Allen, N. B. (2011) · Biological Psychology · doi:10.1016/j.biopsycho.2011.05.003 · Cited by 305 · see citing works
Self-citationAnatomical Brain Magnetic Resonance Imaging of Typically Developing Children and Adolescents
Gerber, A. J., Peterson, B. S., Giedd, J. N., Lalonde, F. M., Celano, M. J., White, S., Wallace, G. L., Lee, N., & Lenroot, R. (2009) · Journal of the American Academy of Child & Adolescent Psychiatry · doi:10.1097/chi.0b013e31819f2715 · Cited by 298 · see citing works
Sex steroids and brain structure in pubertal boys and girls
Peper, J. S., Brouwer, R. M., Schnack, H. G., van Baal, G. C. M., van Leeuwen, M., van den Berg, S. M., de Waal, H. A. D., Boomsma, D. I., Kahn, R. S., & Pol, H. E. H. (2008) · Psychoneuroendocrinology · doi:10.1016/j.psyneuen.2008.09.012 · Cited by 282 · see citing works
Bora, E., Harrison, B. J., Davey, C. G., Yücel, M., & Pantelis, C. (2012) · Psychological Medicine · doi:10.1017/s0033291711001668 · Cited by 276 · see citing works
Self-citationSize Matters: Cerebral Volume Influences Sex Differences in Neuroanatomy
Leonard, C. M., Towler, S., Welcome, S., Halderman, L. K., Otto, R., Eckert, M. A., & Chiarello, C. (2008) · Cerebral Cortex · doi:10.1093/cercor/bhn052 · Cited by 273 · see citing works
Bramen, J. E., Hranilovich, J. A., Dahl, R. E., Forbes, E. E., Chen, J., Toga, A. W., Dinov, I. D., Worthman, C. M., & Sowell, E. R. (2011) · Cerebral Cortex · doi:10.1093/cercor/bhq137 · Cited by 266 · see citing works
Urošević, S., Collins, P., Muetzel, R., Lim, K., & Luciana, M. (2012) · Developmental Psychology · doi:10.1037/a0027502 · Cited by 258 · see citing works
Early Adolescent Temperament Questionnaire--Revised
Ellis, L., & Rothbart, M. K. (2001) · PsycTESTS Dataset · doi:10.1037/t07624-000 · Cited by 254 · see citing works
Abuse of Amphetamines and Structural Abnormalities in the Brain
Berman, S. M., O’Neill, J., Fears, S. C., Bartzokis, G., & London, E. D. (2008) · Annals of the New York Academy of Sciences · doi:10.1196/annals.1441.031 · Cited by 253 · see citing works
Ge, X., Natsuaki, M. N., & Conger, R. D. (2006) · Development and Psychopathology · doi:10.1017/s0954579406060147 · Cited by 253 · see citing works
Forbes, E. E., Ryan, N. D., Phillips, M. L., Manuck, S. B., Worthman, C. M., Moyles, D. L., Tarr, J. A., Sciarrillo, S. R., & Dahl, R. E. (2010) · Journal of the American Academy of Child & Adolescent Psychiatry · doi:10.1097/00004583-201002000-00010 · Cited by 219 · see citing works
Atlas Renormalization for Improved Brain MR Image Segmentation Across Scanner Platforms
Han, X., & Fischl, B. (2007) · IEEE Transactions on Medical Imaging · doi:10.1109/tmi.2007.893282 · Cited by 215 · see citing works
Scan–rescan reliability of subcortical brain volumes derived from automated segmentation
Morey, R. A., Selgrade, E. S., Wagner, H. R., Huettel, S. A., Wang, L., & McCarthy, G. (2010) · Human Brain Mapping · doi:10.1002/hbm.20973 · Cited by 210 · see citing works
Lambe, E. K., Krimer, L. S., & Goldman-Rakic, P. S. (2000) · The Journal of Neuroscience · doi:10.1523/jneurosci.20-23-08780.2000 · Cited by 204 · see citing works
Asymmetry of the hippocampus and amygdala in MRI volumetric measurements of normal adults
Pedraza, O., Bowers, D., & Gilmore, R. L. (2004) · Journal of the International Neuropsychological Society · doi:10.1017/s1355617704105080 · Cited by 202 · see citing works
An evaluation of four automatic methods of segmenting the subcortical structures in the brain
Babalola, K., Patenaude, B., Aljabar, P., Schnabel, J. A., Kennedy, D. N., Crum, W. R., Smith, S. M., Cootes, T. F., Jenkinson, M., & Rueckert, D. (2009) · NeuroImage · doi:10.1016/j.neuroimage.2009.05.029 · Cited by 199 · see citing works
Sanfilipo, M. P., Benedict, R. H. B., Zivadinov, R., & Bakshi, R. (2004) · NeuroImage · doi:10.1016/j.neuroimage.2004.03.037 · Cited by 194 · see citing works
Problems with ratio and proportion measures of imaged cerebral structures
Arndt, S. V., Cohen, G., Alliger, R. J., Swayze, V. W., & Andreasen, N. C. (1991) · Psychiatry Research Neuroimaging · doi:10.1016/0925-4927(91)90031-k · Cited by 189 · see citing works
Sowell, E. R., Trauner, D. A., Gamst, A. C., et al. (2002) · Developmental Medicine & Child Neurology · doi:10.1111/j.1469-8749.2002.tb00253.x · Cited by 182 · see citing works
Global and local development of gray and white matter volume in normal children and adolescents
Wilke, M., Krägeloh‐Mann, I., & Holland, S. K. (2006) · Experimental Brain Research · doi:10.1007/s00221-006-0732-z · Cited by 178 · see citing works
Cortex and amygdala morphology in psychopathy
Boccardi, M., Frisoni, G. B., Hare, R. D., Cavedo, E., Najt, P., Pievani, M., Rasser, P. E., Laakso, M. P., Aronen, H. J., Repo‐Tiihonen, E., et al. (2011) · Psychiatry Research Neuroimaging · doi:10.1016/j.pscychresns.2010.12.013 · Cited by 168 · see citing works
Leung, K. K., Clarkson, M. J., Bartlett, J. W., Clegg, S., Jack, C. R., Weiner, M. W., Fox, N. C., & Sebastien Ourselin, A. (2009) · NeuroImage · doi:10.1016/j.neuroimage.2009.12.059 · Cited by 158 · see citing works
Jones, F. L., & McMillan, J. (2001) · Work Employment and Society · doi:10.1017/s0950017001000344 · Cited by 147 · see citing works
Intensity non-uniformity correction using N3 on 3-T scanners with multichannel phased array coils
Boyes, R. G., Gunter, J. L., Frost, C. D., Janke, A. L., Yeatman, T., Hill, D., Bernstein, M. A., Thompson, P. M., Weiner, M. W., Schuff, N. W., et al. (2007) · NeuroImage · doi:10.1016/j.neuroimage.2007.10.026 · Cited by 144 · see citing works
Paus, T., Nawaz-Khan, I., Leonard, G. T., Perron, M., Pike, G. B., Pitiot, A., Richer, L., Susman, E. J., Veillette, S., & Pausová, Z. (2009) · Hormones and Behavior · doi:10.1016/j.yhbeh.2009.08.004 · Cited by 137 · see citing works
Substance use and the adolescent brain: A toxic combination?
Lubman, D. I., Yücel, M., & Hall, W. (2007) · Journal of Psychopharmacology · doi:10.1177/0269881107078309 · Cited by 135 · see citing works
Self-citationMarchand, W. R. (2010) · Brain Structure and Function · doi:10.1007/s00429-010-0280-y · Cited by 133 · see citing works
Boeninger, D. K., Masyn, K., Feldman, B. J., & Conger, R. (2010) · Suicide and Life-Threatening Behaviour · doi:10.1521/suli.2010.40.5.451 · Cited by 128 · see citing works
Changes in grey matter development in autism spectrum disorder
Greimel, E., Nehrkorn, B., Schulte‐Rüther, M., Fink, G. R., Nickl‐Jockschat, T., Herpertz‐Dahlmann, B., Konrad, K., & Eickhoff, S. B. (2012) · Brain Structure and Function · doi:10.1007/s00429-012-0439-9 · Cited by 125 · see citing works
Jones, F. L., & McMillan, J. (2001) · Work Employment and Society · doi:10.1177/09500170122119147 · Cited by 125 · see citing works
Diagnostic and Sex Effects on Limbic Volumes in Early-Onset Bipolar Disorder and Schizophrenia
Frazier, J. A., Hodge, S. M., Breeze, J. L., Giuliano, A. J., Terry, J., Moore, C. M., Kennedy, D., Lopez-Larson, M. P., Caviness, V. S., Seidman, L. J., et al. (2007) · Schizophrenia Bulletin · doi:10.1093/schbul/sbm120 · Cited by 119 · see citing works
Schrimsher, G. W., Billingsley, R. L., Jackson, E. F., & Moore, B. D. (2002) · Journal of Child Neurology · doi:10.1177/08830738020170122001 · Cited by 111 · see citing works
Pfluger, T., Weil, S., Weis, S., Vollmar, C., Heiss, D., Egger, J., Scheck, R. J., & Hahn, K. M. (1999) · Epilepsia · doi:10.1111/j.1528-1157.1999.tb00735.x · Cited by 107 · see citing works
Volumes, spatial extents and a probabilistic atlas of the human basal ganglia and thalamus
Ahsan, R. L., Allom, R. J., Gousias, I. S., Habib, H., Turkheimer, F., Free, S. L., Lemieux, L., Myers, R., Duncan, J. S., & Brooks, D. J. (2007) · NeuroImage · doi:10.1016/j.neuroimage.2007.06.004 · Cited by 102 · see citing works
Whittle, S., Yap, M. B. H., Yücel, M., Fornito, A., Simmons, J. G., Barrett, A., Sheeber, L., & Allen, N. B. (2008) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0709815105 · Cited by 100 · see citing works
Self-citationStriatal structure and function in mood disorders: a comprehensive review
Marchand, W. R., & Yurgelun‐Todd, D. (2010) · Bipolar Disorders · doi:10.1111/j.1399-5618.2010.00874.x · Cited by 91 · cited 2× · see citing works
“…in the abnormal hedonic, behavioral and motivational functioning observed in both depression and substance use disorders (Chambers et al., 2003; Marchand & Yurgelun-Todd, 2010; Nestler & Carlezon, 2006), may contribute to understanding sex differences in the adolescent prevalence of both…”
BackgroundHarvey, P., Armony, J. L., MALLA, A. K., & Lepage, M. (2010) · Journal of Psychiatric Research · doi:10.1016/j.jpsychires.2009.12.008 · Cited by 85 · see citing works
Yap, M. B. H., Allen, N. B., O’Shea, M., Parsia, P. D., Simmons, J. G., & Sheeber, L. (2011) · Development and Psychopathology · doi:10.1017/s0954579410000787 · Cited by 83 · see citing works
Self-citationImprovement of brain segmentation accuracy by optimizing non-uniformity correction using N3
Zheng, W., Chee, M. W. L., & Zagorodnov, V. (2009) · NeuroImage · doi:10.1016/j.neuroimage.2009.06.039 · Cited by 82 · see citing works
Regional patterns and clinical correlates of basal ganglia morphology in non-medicated schizophrenia
Ballmaier, M., Schlagenhauf, F., Toga, A. W., Gallinat, J., Koslowski, M., Zoli, M., Hojatkashani, C., Narr, K. L., & Heinz, A. (2008) · Schizophrenia Research · doi:10.1016/j.schres.2008.08.025 · Cited by 80 · see citing works
Yap, M. B. H., Whittle, S., Yücel, M., Sheeber, L., Pantelis, C., Simmons, J. G., & Allen, N. B. (2008) · Archives of General Psychiatry · doi:10.1001/archpsyc.65.12.1377 · Cited by 78 · see citing works
Self-citationBasal Ganglia Shape Abnormalities in the Unaffected Siblings of Schizophrenia Patients
Mamah, D. T., Harms, M. P., Wang, L., Barch, D. M., Thompson, P. A., Kim, J., Miller, M. I., & Csernansky, J. G. (2008) · Biological Psychiatry · doi:10.1016/j.biopsych.2008.01.004 · Cited by 76 · see citing works
Whittle, S., Yap, M. B. H., Yücel, M., Sheeber, L., Simmons, J. G., Pantelis, C., & Allen, N. B. (2009) · Social Cognitive and Affective Neuroscience · doi:10.1093/scan/nsp012 · Cited by 59 · see citing works
Self-citationHarmon‐Jones, E., & Gable, P. A. (2008) · Netherlands journal of psychology · doi:10.1007/bf03076416 · Cited by 55 · see citing works
Tamagaki, C., Sedvall, G. C., Jönsson, E. G., Okugawa, G., Hall, H., Pauli, S., & Agartz, I. (2005) · American Journal of Psychiatry · doi:10.1176/appi.ajp.162.12.2315 · Cited by 55 · see citing works
Comparison of phantom and registration scaling corrections using the ADNI cohort
Clarkson, M. J., Sebastien Ourselin, A., Nielsen, C. F., Leung, K. K., Barnes, J., Whitwell, J. L., Gunter, J. L., Hill, D., Weiner, M. W., Jack, C. R., et al. (2009) · NeuroImage · doi:10.1016/j.neuroimage.2009.05.045 · Cited by 54 · see citing works
Jacobs, B., & Mcginty, D. (1972) · Brain Research · doi:10.1016/0006-8993(72)90750-0 · Cited by 53 · see citing works
Lee, J.-S., Chun, J.-W., Kang, J.-I., Kang, D.-I., Park, H.-J., & Kim, J.-J. (2012) · Psychiatry Research · doi:10.1016/j.pscychresns.2011.09.004 · Cited by 26 · see citing works
Takeuchi, Y., Matsushita, H., Sakai, H., Kawano, H., Yoshimoto, K., & Sawada, T. (2000) · Journal of Child Neurology · doi:10.1177/088307380001500415 · Cited by 19 · see citing works
Method for a detailed measurement of image intensity nonuniformity in magnetic resonance imaging
Wang, D., & Doddrell, D. M. (2005) · Medical Physics · doi:10.1118/1.1869572 · Cited by 14 · see citing works
Haber, M. G. (2011) · Psychiatric Services · doi:10.1176/appi.ps.62.11.1398a · Cited by 14 · see citing works
Giedd (1996) · doi:10.1002/(sici)1096-9861(19960304)366:2
Flagged first, then by citations
Cited by
Sorted by citations
Mills, K. L., Goddings, A.-L., Herting, M. M., Meuwese, R., Blakemore, S.-J., Crone, E. A., Dahl, R. E., Güroğlu, B., Raznahan, A., Sowell, E. R., et al. (2016) · NeuroImage · doi:10.1016/j.neuroimage.2016.07.044 · Cited by 600 · see citing works
The developmental mismatch in structural brain maturation during adolescence
Mills, K. L., Goddings, A.-L., Clasen, L. S., Giedd, J. N., & Blakemore, S.-J. (2014) · Developmental Neuroscience · doi:10.1159/000362328 · Cited by 440 · see citing works
Sex differences in the developing brain: insights from multimodal neuroimaging
Kaczkurkin, A. N., Raznahan, A., & Satterthwaite, T. D. (2019) · Neuropsychopharmacology · doi:10.1038/s41386-018-0111-z · Cited by 403 · 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
Positive parenting predicts the development of adolescent brain structure: a longitudinal study
Whittle, S., Simmons, J. G., Dennison, M., Vijayakumar, N., Schwartz, O., Yap, M. B. H., Sheeber, L., & Allen, N. B. (2014) · Developmental Cognitive Neuroscience · doi:10.1016/j.dcn.2013.10.006 · Cited by 279 · see citing works
Self-citationStructural Growth Trajectories and Rates of Change in the First 3 Months of Infant Brain Development
Holland, D., Chang, L., Ernst, T. M., Curran, M., Buchthal, S. D., Alicata, D., Skranes, J., Johansen, H., Hernandez, A., Yamakawa, R., et al. (2014) · JAMA Neurology · doi:10.1001/jamaneurol.2014.1638 · Cited by 242 · see citing works
Herting, M. M., Gautam, P., Spielberg, J. M., Kan, E., Dahl, R. E., & Sowell, E. R. (2014) · Human Brain Mapping · doi:10.1002/hbm.22575 · Cited by 224 · see citing works
Maturation of the human striatal dopamine system revealed by PET and quantitative MRI
Larsen, B., Olafsson, V., Calabro, F., Laymon, C., Tervo-Clemmens, B., Campbell, E., Minhas, D., Montez, D., Price, J., & Luna, B. (2020) · Nature Communications · doi:10.1038/s41467-020-14693-3 · Cited by 107 · see citing works
Becoming a sexual being: The “elephant in the room” of adolescent brain development
Suleiman, A. B., Galván, A., Harden, K. P., & Dahl, R. E. (2017) · Developmental Cognitive Neuroscience · doi:10.1016/j.dcn.2016.09.004 · Cited by 89 · see citing works
Vijayakumar, N., Whittle, S., Dennison, M., Yücel, M., Simmons, J., & Allen, N. B. (2014) · Developmental Cognitive Neuroscience · doi:10.1016/j.dcn.2013.12.002 · Cited by 71 · see citing works
Self-citationHippocampal volume and the course of depressive symptoms over eight years of follow‐up
Buddeke, J., Kooistra, M., Zuithoff, N. P. A., Gerritsen, L., Biessels, G. J., van der Graaf, Y., Geerlings, M. I., & the SMART Study Group (2017) · Acta Psychiatrica Scandinavica · doi:10.1111/acps.12662 · Cited by 14 · see citing works
Is Adolescence a Sensitive Period for the Development of Incentive-Reward Motivation?
Luciana, M., & Collins, P. F. (2021) · Current Topics in Behavioral Neurosciences · doi:10.1007/7854_2021_275 · Cited by 7 · see citing works
- Authors
- Dennison, M., Whittle, S., Yücel, M., Vijayakumar, N., Kline, A., Simmons, J., & Allen, N. B.
- Affiliations
- The University of Melbourne (AU)
- Corresponding author
- Allen, Nicholas B.
- Venue
- Developmental Science
- Publisher
- Wiley
- Published
- 2013-06-11
- Volume
- 16
- Issue
- 5
- Pages
- 772-791
- ISSN
- 1363-755X (ISSN-L)
- 1467-7687
- OpenAlex
- W1994453943
- Cited by
- 146
- References
- 128
- Citations by year
- 2026: 3 · 2025: 8 · 2024: 13 · 2023: 6 · 2022: 4 · 2021: 13 · 2020: 11 · 2019: 21 · 2018: 12 · 2017: 11 · 2016: 16 · 2015: 12 · 2014: 13 · 2013: 3
- FWCI
- 8.01
- Type
- journal article
- Language
- en
- Open access
- green
- figshare.com
- Locations
- Developmental Science (publishedVersion)
- PubMed (publishedVersion)
- Figshare (submittedVersion, cc-by)
- Funders
- Australian Research Council
- National Health and Medical Research Council
- Topics
- Life Sciences › Neuroscience › Cognitive Neuroscience › Neural and Behavioral Psychology Studies
- Life Sciences › Neuroscience › Cognitive Neuroscience › Functional Brain Connectivity Studies
- Social Sciences › Psychology › Clinical Psychology › Child and Adolescent Psychosocial and Emotional Development
- Keywords
- adolescent brain development, sex differences, hemispheric lateralization, caudate nucleus, putamen, nucleus accumbens, globus pallidus, hippocampus, thalamus, amygdala, brain volume changes, longitudinal neuroimaging, automated brain segmentation
- MeSH terms
- Adolescent, Age Factors, Brain Mapping, Cerebral Cortex, Female, Humans, Image Processing, Computer-Assisted, Longitudinal Studies, Magnetic Resonance Imaging, Male, Organ Size, Regression Analysis, Sex Characteristics, Victoria, Cohort Studies
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