Mapping Changes in the Human Cortex throughout the Span of Life
Abstract
In this review, the authors summarize the literature on brain morphological changes that occur throughout the human life span from childhood into old age. They examine changes observed postmortem and in vivo where various brain MRI analytic methods have been applied. They evaluate brain changes observed with volumetric image analytic methods and voxel-based morphometric methods that may be used to better localize where changes occur. The primary focus of the review is on recent studies using state-of-the-art cortical pattern-matching techniques to assess age-related changes in cortical asymmetries, gray matter distribution, and brain growth across various age spans. The authors attempt to integrate findings from the in vivo studies with results from postmortem studies and analyze the complicated question of when brain maturation stops and brain aging begins. Analyzing the regional patterns of change initiated at various ages may help elucidate relationships between changing brain morphology and changing cognitive functions that occur throughout life. Long-range longitudinal studies, correlations between imaging and postmortem data, and more advanced image acquisition and analysis technologies will be needed to fully interpret brain morphological changes observed in vivo in relation to development and aging.
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?
In general, regions that involve primary functions, such as motor and sensory systems, mature earliest compared to the higher-order association areas that integrate these primary functions.
“In general, regions that involve primary functions, such as motor and sensory systems, mature earliest compared to the higher-order association areas that integrate these primary functions (Gogtay et al. 2004; Sowell et al. 2004).”
From <i>The Adolescent Brain</i> (2008) · cites this paper as Sowell et al. 2004
Cites
A Voxel-Based Morphometric Study of Ageing in 465 Normal Adult Human Brains
Good, C. D., Johnsrude, I. S., Ashburner, J., Henson, R. N. A., Friston, K. J., & Frackowiak, R. S. J. (2001) · NeuroImage · doi:10.1006/nimg.2001.0786 · Cited by 4,561 · see citing works
Structural maturation of neural pathways in children and adolescents: in vivo study
Paus, T., Zijdenbos, A., Worsley, K., Collins, D. L., Blumenthal, J., Giedd, J. N., Rapoport, J. L., & Evans, A. C. (1999) · Science · doi:10.1126/science.283.5409.1908 · Cited by 1,322 · see citing works
Dynamics of Gray Matter Loss in Alzheimer's Disease
Thompson, P. M., Hayashi, K. M., de Zubicaray, G., Janke, A. L., Rose, S. E., Semple, J., Herman, D., Hong, M. S., Dittmer, S. S., Doddrell, D. M., et al. (2003) · The Journal of Neuroscience · doi:10.1523/jneurosci.23-03-00994.2003 · Cited by 1,132 · see citing works
Self-citationSowell, E. R., Thompson, P. M., Tessner, K. D., & Toga, A. W. (2001) · The Journal of Neuroscience · doi:10.1523/jneurosci.21-22-08819.2001 · Cited by 983 · see citing works
Self-citationGrowth patterns in the developing brain detected by using continuum mechanical tensor maps
Thompson, P. M., Giedd, J. N., Woods, R. P., MacDonald, D., Evans, A. C., & Toga, A. W. (2000) · Nature · doi:10.1038/35004593 · Cited by 850 · see citing works
Self-citationSowell, E. R. (2002) · Cerebral Cortex · doi:10.1093/cercor/12.1.17 · Cited by 212 · see citing works
Thompson, P. M., Mega, M. S., Vidal, C., Rapoport, J. L., & Toga, A. W. (2001) · Lecture Notes in Computer Science · doi:10.1007/3-540-45729-1_52 · Cited by 67 · see citing works
Self-citation
Flagged first, then by citations
Cited by
Sorted by citations
Casey, B. J., Jones, R. M., & Hare, T. A. (2008) · Annals of the New York Academy of Sciences · doi:10.1196/annals.1440.010 · Cited by 3,345 · see citing works
Unbiased average age-appropriate atlases for pediatric studies
Fonov, V., Evans, A. C., Botteron, K., Almli, C. R., McKinstry, R. C., & Collins, D. L. (2011) · NeuroImage · doi:10.1016/j.neuroimage.2010.07.033 · Cited by 2,290 · see citing works
Marcus, D. S., Wang, T. H., Parker, J., Csernansky, J. G., Morris, J. C., & Buckner, R. L. (2007) · Journal of Cognitive Neuroscience · doi:10.1162/jocn.2007.19.9.1498 · Cited by 2,163 · see citing works
Casey, B. J., Getz, S., & Galvan, A. (2008) · Developmental Review · doi:10.1016/j.dr.2007.08.003 · Cited by 1,810 · see citing works
Microstructural maturation of the human brain from childhood to adulthood
Lebel, C., Walker, L., Leemans, A., Phillips, L., & Beaulieu, C. (2008) · NeuroImage · doi:10.1016/j.neuroimage.2007.12.053 · Cited by 1,398 · see citing works
Evolving Knowledge of Sex Differences in Brain Structure, Function, and Chemistry
Cosgrove, K. P., Mazure, C. M., & Staley, J. K. (2007) · Biological Psychiatry · doi:10.1016/j.biopsych.2007.03.001 · Cited by 996 · see citing works
Adolescence as a neurobiological critical period for the development of higher-order cognition
Larsen, B., & Luna, B. (2018) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2018.09.005 · Cited by 853 · see citing works
Toga, A. W., Thompson, P. M., & Sowell, E. R. (2006) · Trends in Neurosciences · doi:10.1016/j.tins.2006.01.007 · Cited by 872 · see citing works
Self-citationStructural MRI of pediatric brain development: what have we learned and where are we going?
Giedd, J. N., & Rapoport, J. L. (2010) · Neuron · doi:10.1016/j.neuron.2010.08.040 · Cited by 836 · see citing works
Rubia, K., Smith, A. B., Woolley, J., Nosarti, C., Heyman, I., Taylor, E., & Brammer, M. (2006) · Human Brain Mapping · doi:10.1002/hbm.20237 · Cited by 632 · see citing works
Braking and accelerating of the adolescent brain
Casey, B. J., Jones, R. M., & Somerville, L. H. (2011) · Journal of Research on Adolescence · doi:10.1111/j.1532-7795.2010.00712.x · Cited by 621 · see citing works
Normative estimates of cross-sectional and longitudinal brain volume decline in aging and AD
Fotenos, A. F., Snyder, A. Z., Girton, L. E., Morris, J. C., & Buckner, R. L. (2005) · Neurology · doi:10.1212/01.wnl.0000154530.72969.11 · Cited by 579 · see citing works
Development of Anterior Cingulate Functional Connectivity from Late Childhood to Early Adulthood
Kelly, A. M. C., Di Martino, A., Uddin, L. Q., Shehzad, Z., Gee, D. G., Reiss, P. T., Margulies, D. S., Castellanos, F. X., & Milham, M. P. (2009) · Cerebral Cortex · doi:10.1093/cercor/bhn117 · Cited by 572 · see citing works
The influence of substance use on adolescent brain development
Squeglia, L. M., Jacobus, J., & Tapert, S. F. (2009) · Clinical EEG and Neuroscience · doi:10.1177/155005940904000110 · Cited by 542 · see citing works
Masten, C. L., Eisenberger, N. I., Borofsky, L. A., Pfeifer, J. H., McNealy, K., Mazziotta, J. C., & Dapretto, M. (2009) · Social Cognitive and Affective Neuroscience · doi:10.1093/scan/nsp007 · Cited by 529 · see citing works
Rajah, M. N., & D'Esposito, M. (2005) · Brain · doi:10.1093/brain/awh608 · Cited by 513 · see citing works
The microbiome: a key regulator of stress and neuroinflammation
Rea, K., Dinan, T. G., & Cryan, J. F. (2016) · Neurobiology of Stress · doi:10.1016/j.ynstr.2016.03.001 · Cited by 508 · see citing works
Holzman, J. B., & Bridgett, D. J. (2017) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2016.12.032 · Cited by 449 · see citing works
Network-level structural covariance in the developing brain
Zielinski, B. A., Gennatas, E. D., Zhou, J., & Seeley, W. W. (2010) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1003109107 · Cited by 405 · see citing works
Rubia, K., Smith, A. B., Taylor, E., & Brammer, M. (2007) · Human Brain Mapping · doi:10.1002/hbm.20347 · Cited by 417 · see citing works
Diffusion tensor imaging of neurodevelopment in children and young adults.
Snook, L., Paulson, L.-A., Roy, D., Phillips, L., & Beaulieu, C. (2005) · NeuroImage · doi:10.1016/j.neuroimage.2005.03.016 · Cited by 350 · see citing works
Andersen, S. L., & Teicher, M. H. (2009) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2008.09.009 · Cited by 326 · see citing works
Volkow, N., & Li, T.-K. (2005) · Nature Neuroscience · doi:10.1038/nn1105-1429 · Cited by 324 · see citing works
The organizing actions of adolescent gonadal steroid hormones on brain and behavioral development
Schulz, K. M., & Sisk, C. L. (2016) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2016.07.036 · Cited by 316 · see citing works
Pfeifer, J. H., Masten, C. L., Moore, W. E., Oswald, T. M., Mazziotta, J. C., Iacoboni, M., & Dapretto, M. (2011) · Neuron · doi:10.1016/j.neuron.2011.02.019 · Cited by 294 · see citing works
Gennatas, E. D., Avants, B. B., Wolf, D. H., Satterthwaite, T. D., Ruparel, K., Ciric, R., Hakonarson, H., Gur, R. E., & Gur, R. C. (2017) · The Journal of Neuroscience · doi:10.1523/jneurosci.3550-16.2017 · Cited by 302 · see citing works
Pfeifer, J. H., Lieberman, M. D., & Dapretto, M. (2007) · Journal of Cognitive Neuroscience · doi:10.1162/jocn.2007.19.8.1323 · Cited by 294 · see citing works
Imaging the Impact of Prenatal Alcohol Exposure on the Structure of the Developing Human Brain
Lebel, C., Roussotte, F., & Sowell, E. R. (2011) · Neuropsychology Review · doi:10.1007/s11065-011-9163-0 · Cited by 290 · see citing works
Self-citationBramen, 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
Self-citationFornito, A., Yucel, M., Dean, B., Wood, S. J., & Pantelis, C. (2009) · Schizophrenia Bulletin · doi:10.1093/schbul/sbn025 · Cited by 259 · see citing works
Changes in the interaction of resting-state neural networks from adolescence to adulthood
Stevens, M. C., Pearlson, G. D., & Calhoun, V. D. (2009) · Human Brain Mapping · doi:10.1002/hbm.20673 · Cited by 256 · see citing works
A developmental fMRI study of self‐regulatory control
Marsh, R., Zhu, H., Schultz, R. T., Quackenbush, G., Royal, J., Skudlarski, P., & Peterson, B. S. (2006) · Human Brain Mapping · doi:10.1002/hbm.20225 · Cited by 249 · see citing works
The emergence and basis of endogenous attention in infancy and early childhood
Colombo, J., & Cheatham, C. L. (2006) · Advances in Child Development and Behavior · doi:10.1016/s0065-2407(06)80010-8 · Cited by 238 · see citing works
The Impact of Exposure to Cannabinoids in Adolescence: Insights From Animal Models
Rubino, T., & Parolaro, D. (2016) · Biological Psychiatry · doi:10.1016/j.biopsych.2015.07.024 · Cited by 183 · see citing works
Noack, H., Lövdén, M., Schmiedek, F., & Lindenberger, U. (2009) · Restorative Neurology and Neuroscience · doi:10.3233/rnn-2009-0496 · Cited by 180 · see citing works
Li, 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
Relating imaging indices of white matter integrity and volume in healthy older adults
Hugenschmidt, C. E., Peiffer, A. M., Kraft, R. A., Casanova, R., Deibler, A. R., Burdette, J. H., Maldjian, J. A., & Laurienti, P. J. (2008) · Cerebral Cortex · doi:10.1093/cercor/bhm080 · Cited by 166 · see citing works
Multisensory integration mechanisms during aging
Freiherr, J., Lundström, J. N., Habel, U., & Reetz, K. (2013) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2013.00863 · Cited by 173 · see citing works
Van Dam, N. T., Rando, K., Potenza, M. N., Tuit, K., & Sinha, R. (2014) · JAMA Psychiatry · doi:10.1001/jamapsychiatry.2014.680 · Cited by 172 · see citing works
Developmental changes in cerebral grey and white matter volume from infancy to adulthood
Groeschel, S., Vollmer, B., King, M. D., & Connelly, A. (2010) · International Journal of Developmental Neuroscience · doi:10.1016/j.ijdevneu.2010.06.004 · Cited by 147 · see citing works
Effects of age and sex on developmental neural networks of visual–spatial attention allocation
Rubia, K., Hyde, Z., Halari, R., Giampietro, V., & Smith, A. (2010) · NeuroImage · doi:10.1016/j.neuroimage.2010.02.058 · Cited by 148 · see citing works
Rubia, K., Lim, L., Ecker, C., Halari, R., Giampietro, V., Simmons, A., Brammer, M., & Smith, A. (2013) · NeuroImage · doi:10.1016/j.neuroimage.2013.06.078 · Cited by 133 · see citing works
Pirnia, T., Joshi, S. H., Leaver, A. M., Vasavada, M., Njau, S., Woods, R. P., Espinoza, R., & Narr, K. L. (2016) · Translational Psychiatry · doi:10.1038/tp.2016.102 · Cited by 122 · see citing works
Fouche, J.-P., du Plessis, S., Hattingh, C., Roos, A., Lochner, C., Soriano-Mas, C., Sato, J. R., Nakamae, T., Nishida, S., Kwon, J. S., et al. (2017) · British Journal of Psychiatry · doi:10.1192/bjp.bp.115.164020 · Cited by 110 · see citing works
Lim, L., Marquand, A., Cubillo, A. A., Smith, A. B., Chantiluke, K., Simmons, A., Mehta, M., & Rubia, K. (2013) · PLoS ONE · doi:10.1371/journal.pone.0063660 · Cited by 101 · see citing works
Feinstein, A. B., Sturgeon, J. A., Darnall, B. D., Dunn, A. L., Rico, T., Kao, M. C., & Bhandari, R. P. (2017) · The Journal of Pain · doi:10.1016/j.jpain.2016.10.009 · Cited by 101 · see citing works
Brem, S., Hauser, T. U., Iannaccone, R., Brandeis, D., Drechsler, R., & Walitza, S. (2012) · Journal of Neural Transmission · doi:10.1007/s00702-012-0813-z · Cited by 79 · see citing works
Specific functional connectivity alterations of the dorsal striatum in young people with depression
Kerestes, R., Harrison, B. J., Dandash, O., Stephanou, K., Whittle, S., Pujol, J., & Davey, C. G. (2015) · NeuroImage: Clinical · doi:10.1016/j.nicl.2014.12.017 · Cited by 75 · see citing works
The acute effects of alcohol on sleep architecture in late adolescence
Chan, J. K. M., Trinder, J., Andrewes, H. E., Colrain, I. M., & Nicholas, C. L. (2013) · Alcoholism Clinical and Experimental Research · doi:10.1111/acer.12141 · Cited by 75 · see citing works
Advances in Electrophysiological Research
Kamarajan, C. (2015) · Alcohol Research: Current Reviews · doi:10.35946/arcr.v37.1.05 · Cited by 72 · see citing works
Grieve, S. M., Korgaonkar, M. S., Clark, C. R., & Williams, L. M. (2011) · NeuroImage · doi:10.1016/j.neuroimage.2010.12.087 · Cited by 64 · see citing works
Goldstone, A., Willoughby, A. R., de Zambotti, M., Franzen, P. L., Kwon, D., Pohl, K. M., Pfefferbaum, A., Sullivan, E. V., Müller-Oehring, E. M., Prouty, D. E., et al. (2018) · Brain Structure and Function · doi:10.1007/s00429-017-1509-9 · Cited by 63 · see citing works
Biezonski, D., Cha, J., Steinglass, J., & Posner, J. (2016) · Neuropsychopharmacology · doi:10.1038/npp.2015.314 · Cited by 58 · see citing works
Primiani, C. T., Ryan, V. H., Rao, J. S., Cam, M. C., Ahn, K., Modi, H. R., & Rapoport, S. I. (2014) · PLoS ONE · doi:10.1371/journal.pone.0110972 · Cited by 56 · see citing works
Temporal changes in the gene expression heterogeneity during brain development and aging
Işıldak, U., Somel, M., Thornton, J. M., & Dönertaş, H. M. (2020) · Scientific Reports · doi:10.1038/s41598-020-60998-0 · Cited by 53 · see citing works
Four Mechanistic Models of Peer Influence on Adolescent Cannabis Use
Caouette, J. D., & Feldstein Ewing, S. W. (2017) · Current Addiction Reports · doi:10.1007/s40429-017-0144-0 · Cited by 42 · see citing works
Travis, K. E., Curran, M. M., Torres, C., Leonard, M. K., Brown, T. T., Dale, A. M., Elman, J. L., & Halgren, E. (2014) · Cerebral Cortex · doi:10.1093/cercor/bht052 · Cited by 19 · see citing works
The scheduling of adolescence with Netrin-1 and UNC5C
Hoops, D., Kyne, R., Salameh, S., MacGowan, D., Avramescu, R. G., Ewing, E., He, A. T., Orsini, T., Durand, A., Popescu, C., et al. (2024) · eLife · doi:10.7554/elife.88261 · Cited by 8 · see citing works
- Authors
- Sowell, E. R., Thompson, P. M., & Toga, A. W.
- Affiliations
- University of California, Los Angeles (US)
- Venue
- The Neuroscientist
- Publisher
- SAGE Publications
- Published
- 2004-08
- Volume
- 10
- Issue
- 4
- Pages
- 372-392
- ISSN
- 1073-8584 (ISSN-L)
- 1089-4098
- OpenAlex
- W2150322963
- Cited by
- 572
- References
- 7
- Citations by year
- 2026: 5 · 2025: 15 · 2024: 29 · 2023: 28 · 2022: 15 · 2021: 11 · 2020: 62 · 2019: 21 · 2018: 22 · 2017: 22 · 2016: 35 · 2015: 28 · 2014: 36 · 2013: 34 · 2012: 39
- FWCI
- 2.92
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- The Neuroscientist (publishedVersion)
- PubMed (publishedVersion)
- Funders
- National Institute of Mental Health (T32MH016381, MH01733, K01MH001733, P20 MH/DA52176)
- National Institute on Drug Abuse (R21DA015878, DA015878)
- National Center for Research Resources (P41RR013642)
- Topics
- Health Sciences › Medicine › Radiology, Nuclear Medicine and Imaging › Advanced Neuroimaging Techniques and Applications
- Life Sciences › Neuroscience › Cognitive Neuroscience › Functional Brain Connectivity Studies
- Health Sciences › Medicine › Psychiatry and Mental health › Dementia and Cognitive Impairment Research
- Keywords
- human cortex, brain structural changes, brain aging, brain development, cortical asymmetry, brain growth, voxel-based morphometry, brain MRI, postmortem brain studies, cognitive aging, longitudinal neuroimaging
- MeSH terms
- Adolescent, Adult, Aged, Aging, Atrophy, Brain Mapping, Cerebral Cortex, Child, Child, Preschool, Humans, Functional Laterality, Magnetic Resonance Imaging, Middle Aged, Nerve Fibers, Myelinated, Nerve Net, Neuronal Plasticity
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