Cited by 572Functional Brain Connectivity StudiesAdvanced Neuroimaging Techniques and ApplicationsNeural and Behavioral Psychology Studies

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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

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Abstract

Human cerebral development is remarkably protracted. Although microstructural processes of neuronal maturation remain accessible only to morphometric post-mortem studies, neuroimaging tools permit the examination of macrostructural aspects of brain development. The analysis of resting-state functional connectivity (FC) offers novel possibilities for the investigation of cerebral development. Using seed-based FC methods, we examined the development of 5 functionally distinct cingulate-based intrinsic connectivity networks (ICNs) in children (n = 14, 10.6 +/- 1.5 years), adolescents (n = 12, 15.4 +/- 1.2) and young adults (n=14, 22.4 +/- 1.2). Children demonstrated a more diffuse pattern of correlation with voxels proximal to the seed region of interest (ROI) ("local FC"), whereas adults exhibited more focal patterns of FC, as well as a greater number of significantly correlated voxels at long distances from the seed ROI. Adolescents exhibited intermediate patterns of FC. Consistent with evidence for different maturational time courses, ICNs associated with social and emotional functions exhibited the greatest developmental effects. Our findings demonstrate the utility of FC for the study of developing functional organization. Moreover, given that ICNs are thought to have an anatomical basis in neuronal connectivity, measures of FC may provide a quantitative index of brain maturation in healthy subjects and those with neurodevelopmental disorders.

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Adverse Effects of Cannabis on Adolescent Brain Development: A Longitudinal Study
Camchong, J., Lim, K. O., & Kumra, S. (2016) · Cerebral Cortex · doi:10.1093/cercor/bhw015 · Cited by 138
“Kelly et al. (2009) identi ﬁ ed indices of brain maturation manifested as signi ﬁ cant age-related shifts in functional connectivity within 5 anterior cingulate cortex (ACC) resting-state networks.”
Influential
Reconfiguration of parietal circuits with cognitive tutoring in elementary school children
Jolles, D., Supekar, K., Richardson, J. L., Tenison, C., Ashkenazi, S., Rosenberg‐Lee, M., Fuchs, L. S., & Menon, V. (2016) · Cortex · doi:10.1016/j.cortex.2016.08.004 · Cited by 45
“…in increased differentiation between functional brain networks that subserve distinct cognitive processes (Fair et al., 2007; Fox & Raichle, 2007; Jolles, van Buchem, Crone, & Rombouts, 2013; Kelly et al., 2009; Mackey, Singley, & Bunge, 2013; Supekar, Menon, Rubin, Musen, & Greicius, 2008).”
In need of constraint: Understanding the role of the cingulate cortex in the impulsive mind
Golchert, J., Smallwood, J., Jefferies, E., Liem, F., Huntenburg, J. M., Falkiewicz, M., Lauckner, M. E., Oligschläger, S., Villringer, A., & Margulies, D. S. (2016) · NeuroImage · doi:10.1016/j.neuroimage.2016.10.041 · Cited by 45
Self-citation
Building an adaptive brain across development: targets for neurorehabilitation must begin in infancy
Edgin, J. O., Clark, C. A. C., Massand, E., & Karmiloff‐Smith, A. (2015) · Frontiers in Behavioral Neuroscience · doi:10.3389/fnbeh.2015.00232 · Cited by 44
“Whilemuch of the axonal wiring of these connections likely is established by 9 months of age in typical development, the efficient coactivation of hubs in these networks continues to develop across childhood and into adolescence, and may be related to increases in myelination and synaptic remodeling (Kelly et al., 200…”
Background
Relative Head Impact Exposure and Brain White Matter Alterations After a Single Season of Competitive Football: A Pilot Comparison of Youth Versus High School Football
Foss, K. D. B., Yuan, W., Diekfuss, J. A., Leach, J. L., Meehan, W. P., III, DiCesare, C. A., Solomon, G. S., Schneider, D. K., MacDonald, J. P., Dudley, J. A., et al. (2019) · Clinical Journal of Sport Medicine · doi:10.1097/jsm.0000000000000753 · Cited by 42
Intrinsic Functional Brain Connectivity Predicts Onset of Major Depression Disorder in Adolescence: A Pilot Study
Hirshfeld-Becker, D. R., Gabrieli, J. D. E., Shapero, B. G., Biederman, J., Whitfield-Gabrieli, S., & Chai, X. J. (2019) · Brain Connectivity · doi:10.1089/brain.2018.0646 · Cited by 40
“The sgACC and frontoparietal network are typically anticorrelated in healthy adults and children (Kelly et al., 2009; Margulies et al., 2007), but the resilient group in this study showed positive connectivity between these regions.”
BackgroundMethod
Fine-grained functional parcellation maps of the infant cerebral cortex
Wang, F., Zhang, H., Wu, Z., Hu, D., Zhou, Z., Girault, J. B., Wang, L., Lin, W., & Li, G. (2023) · eLife · doi:10.7554/elife.75401 · Cited by 46
“, 2016), their links have not been reliably distinguished (Grayson and Fair, 2017; Dosenbach et al., 2010; Kelly et al., 2009).”
Background
Lifespan Differences in Cortico-Striatal Resting State Connectivity
Bo, J., Lee, C.-M., Kwak, Y., Peltier, S., Bernard, J. A., Buschkuehl, M., Jaeggi, S. M., Wiggins, J. L., Jonides, J. J., Monk, C. S., et al. (2014) · Brain Connectivity · doi:10.1089/brain.2013.0155 · Cited by 40
“Similar L-dopa modulations on the ‘‘cognitive’’ and ‘‘motor’’ circuits have also been reported in healthy YAs (Kelly et al., 2009b).”
Background
Inefficiently increased anterior cingulate modulation of cortical systems during working memory in young offspring of schizophrenia patients
Bakshi, N. K., Pruitt, P. J., Radwan, J., Keshavan, M. S., Rajan, U., Zajac‐Benitez, C., & Diwadkar, V. A. (2011) · Journal of Psychiatric Research · doi:10.1016/j.jpsychires.2011.01.002 · Cited by 41
Oppositional COMT Val158Met effects on resting state functional connectivity in adolescents and adults
Meyer, B. M., Huemer, J., Rabl, U., Boubela, R. N., Kalcher, K., Berger, A., Banaschewski, T., Barker, G. J., Bokde, A. L. W., Büchel, C., et al. (2014) · Brain Structure and Function · doi:10.1007/s00429-014-0895-5 · Cited by 41
“The analysis of the main developmental stage (age) effect replicates previous reports and is, therefore, reported only brieﬂy (Fair et al. 2008; Kelly et al. 2009).”
Result
Volumetric reductions in the subgenual anterior cingulate cortex in adolescents with bipolar I disorder
Singh, M. K., Chang, K., Chen, M. C., Kelley, R. G., Garrett, A. S., Mitsunaga, M. M., Bararpour, L., Howe, M. E., Reiss, A. L., & Gotlib, I. H. (2012) · Bipolar Disorders · doi:10.1111/j.1399-5618.2012.01043.x · Cited by 39
“As such, this finding may represent a departure from typical gray matter pruning and maturation of the ventral and rostral regions of the ACC that occurs during adolescence (43, 44).”
Working memory gating mechanisms explain developmental change in rule-guided behavior
Unger, K., Ackerman, L. K., Chatham, C. H., Amso, D., & Badre, D. (2016) · Cognition · doi:10.1016/j.cognition.2016.05.020 · Cited by 43
“…studies for experience-dependent developmental plasticity of connectivity patterns in widespread cognitive control networks in general and corticostriatal circuits in particular (e.g., Fair et al., 2008; Gianaros et al., 2011; Kelly et al., 2009; van den Bos, Cohen, Kahnt, & Crone, 2011).”
How does the body representation system develop in the human brain?
Fontan, A., Cignetti, F., Nazarian, B., Anton, J., Vaugoyeau, M., & Assaiante, C. (2017) · Developmental Cognitive Neuroscience · doi:10.1016/j.dcn.2017.02.010 · Cited by 39
Frequency-specific alteration of functional connectivity density in antipsychotic-naive adolescents with early-onset schizophrenia
Wang, X., Zhang, Y., Long, Z., Zheng, J., Zhang, Y., Han, S., Wang, Y., Duan, X., Yang, M., Zhao, J., et al. (2017) · Journal of Psychiatric Research · doi:10.1016/j.jpsychires.2017.07.014 · Cited by 38
Exploring Individual Brain Variability during Development based on Patterns of Maturational Coupling of Cortical Thickness: A Longitudinal MRI Study
Khundrakpam, B. S., Lewis, J. D., Jeon, S., Kostopoulos, P., Medina, Y. I., Chouinard-Decorte, F., & Evans, A. C. (2017) · Cerebral Cortex · doi:10.1093/cercor/bhx317 · Cited by 35
“In fact, converging evidence suggests no connectivity to nominal connectivity within the DMN in children (Fair et al. 2008; Kelly et al. 2009), followed by increased within-network connectivity in adults (Supekar et al. 2010; Sherman et al. 2014).”
Background
Connectivity Between Brain Networks Dynamically Reflects Cognitive Status of Parkinson’s Disease: A Longitudinal Study
Klobušiaková, P., Mareček, R., Fousek, J., Výtvarová, E., & Rektorová, I. (2019) · Journal of Alzheimer s Disease · doi:10.3233/jad-180834 · Cited by 40
Neuroplasticity in Human Alcoholism: Studies of Extended Abstinence with Potential Treatment Implications
Fein, G. (2015) · Alcohol research · doi:10.35946/arcr.v37.1.09 · Cited by 38
“…lateral prefrontal cortex and limbic structures (including the hippocampus, amygdala, and anterior thalamus) that are involved in emotional responsiveness and the regulation of behavior in the context of rewarding and punishing outcomes (Drevets et al. 1997; Kelly et al. 2009; Phan et al. 2005).”
Abnormal resting‐state functional connectivity of the nucleus accumbens in multi‐year abstinent heroin addicts
Zou, F., Wu, X., Zhai, T., Lei, Y., Shao, Y., Jin, X., Shuwen, T., Wu, B., Wang, L., & Zheng, Y. (2015) · Journal of Neuroscience Research · doi:10.1002/jnr.23608 · Cited by 36
“We also examined the group difference in mean relative head movement (||motion||2009) with the formula (Rosenkranz and Grace, 2001; Kelly et al., 2009)”
Method
Neural indicators of error processing and intraindividual variability in reaction time in 7 and 9 year‐olds
Richardson, C., Anderson, M. B., Reid, C. L., & Fox, A. M. (2010) · Developmental Psychobiology · doi:10.1002/dev.20518 · Cited by 37
Scholastic performance and functional connectivity of brain networks in children
Chaddock‐Heyman, L., Weng, T. B., Kienzler, C., Erickson, K. I., Voss, M. W., Drollette, E. S., Raine, L. B., Kao, S., Hillman, C. H., & Kramer, A. F. (2018) · PLoS ONE · doi:10.1371/journal.pone.0190073 · Cited by 41
Bagging improves reproducibility of functional parcellation of the human brain
Nikolaidis, A., Heinsfeld, A. S., Xu, T., Bellec, P., Vogelstein, J. T., & Milham, M. P. (2020) · NeuroImage · doi:10.1016/j.neuroimage.2020.116678 · Cited by 38
Self-citation
The Relation between Resting State Connectivity and Creativity in Adolescents before and after Training
Cousijn, J., Zanolie, K., Munsters, R. J. M., Kleibeuker, S. W., & Crone, E. A. (2014) · PLoS ONE · doi:10.1371/journal.pone.0105780 · Cited by 39
“Anti-correlations between brain areas, also referred to as functional segregation, have previously been associated with better cognitive performance [52,53].”
Background
Development of Large-Scale Functional Brain Networks in Children
Supekar, K., Musen, M., & Menon, V. (2009) · NeuroImage · doi:10.1016/s1053-8119(09)70984-x · Cited by 36
Resting State Networks' Corticotopy: The Dual Intertwined Rings Architecture
Mesmoudi, S., Perlbarg, V., Rudrauf, D., Messé, A., Pinsard, B., Hasboun, D., Cioli, C., Marrelec, G., Toro, R., Benali, H., et al. (2013) · PLoS ONE · doi:10.1371/journal.pone.0067444 · Cited by 38
The Lateralization of Intrinsic Networks in the Aging Brain Implicates the Effects of Cognitive Training
Luo, C., Zhang, X., Cao, X., Gan, Y., Li, T., Cheng, Y., Cao, W., Jiang, L., Yao, D., & Li, C. (2016) · Frontiers in Aging Neuroscience · doi:10.3389/fnagi.2016.00032 · Cited by 33
Neuroimaging Findings in Adolescents and Young Adults with Anorexia Nervosa: A Systematic Review
Kappou, K., Ntougia, M., Kourtesi, A., Panagouli, E. D., Vlachopapadopoulou, E. A., Michalacos, S., Gonidakis, F., Mastorakos, G., Ψαλτοπούλου, Θ., Tsolia, M. N., et al. (2021) · Children · doi:10.3390/children8020137 · Cited by 36
“, the ability to control and manage uncomfortable emotions [126,127].”
Background
Using motivational interviewing with children and adolescents: a cognitive and neurodevelopmental perspective
Strait, G. G., McQuillin, S. D., Smith, B. H., & Englund, J. A. (2012) · Advances in School Mental Health Promotion · doi:10.1080/1754730x.2012.736789 · Cited by 38
“Much of the limbic system, including functional connectivity between the anterior cingulate cortex and other cerebral areas, experiences significant development throughout the adolescent years and into early adulthood (Kelly et al., 2009).”
Background
Contribution of resting-state functional connectivity of the subgenual anterior cingulate to prediction of antidepressant efficacy in patients with major depressive disorder
Wang, Y., Wang, C., Zhou, J., Chen, X., Liu, R., Zhang, Z., Feng, Y., Feng, L., Liu, J., Zhou, Y., et al. (2024) · Translational Psychiatry · doi:10.1038/s41398-024-03117-1 · Cited by 35
“The MNI coordinate of the right sgACC (5, 25, − 10), which was derived from previous studies [7, 28], was represented by a sphere with a radius of 4 mm. Additionally, as an exploratory measure, we also examined the rsFC of the left sgACC ( − 5, 25, − 10) using the same methodology.”
BackgroundMethod
Developmental changes in performance monitoring: How electrophysiological data can enhance our understanding of error and feedback processing in childhood and adolescence
Ferdinand, N. K., & Kray, J. (2014) · Behavioural Brain Research · doi:10.1016/j.bbr.2014.01.029 · Cited by 49
Changes of functional connectivity of the anterior cingulate cortex in women with primary dysmenorrhea
Liu, P., Liu, Y., Wang, G., Li, R., Wei, Y., Fan, Y., Yu, Y., Deng, D., & Qin, W. (2017) · Brain Imaging and Behavior · doi:10.1007/s11682-017-9730-y · Cited by 35
“Our results showed similar functional connectivity patterns in the PDM patients and healthy controls, consistent with the previous studies (Kelly et al. 2009; Kennis et al. 2015; Margulies et al. 2007).”
BackgroundMethodResultInfluential
Encouraging performance monitoring promotes proactive control in children
Hadley, L. V., Acluche, F., & Chevalier, N. (2019) · Developmental Science · doi:10.1111/desc.12861 · Cited by 36
Brain functional connectivity in children with developmental coordination disorder following rehabilitation intervention
Izadi‐Najafabadi, S., Rinat, S., & Zwicker, J. G. (2021) · Pediatric Research · doi:10.1038/s41390-021-01517-3 · Cited by 34
Altered Functional Connectivity of the Salience Network in Problematic Smartphone Users
Ahn, J., Lee, D., Namkoong, K., & Jung, Y. (2021) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2021.636730 · Cited by 34
“For four networks, the following spherical seeds with a 6-mm radius were selected: the dorsal anterior cingulate cortex (6 45 9) (28) and the anterior frontoinsular cortex (left anterior frontoinsular cortex:−45 35 9; right anterior frontoinsular cortex: 45 3 15) (29) of the salience network; the bilateral frontal eye…”
Method
Effects of Traditional Versus Montessori Schooling on 4‐ to 15‐Year Old children's Performance Monitoring
Denervaud, S., Knebel, J., Immordino‐Yang, M. H., & Hagmann, P. (2020) · Mind, Brain, and Education · doi:10.1111/mbe.12233 · Cited by 29
Empathy for pain‑related dorsolateral prefrontal activity is modulated by angry face perception
Enzi, B., Amirie, S., & Brüne, M. (2016) · Experimental Brain Research · doi:10.1007/s00221-016-4731-4 · Cited by 33
“Empathyrelated activation of the cingulate cortex—a region closely connected to the insular cortex (Kelly et al. 2009)—is commonly observed in affective–motivational subdivisions, whereas the first-hand experience of pain shows an extended activation pattern including brain regions associated with action control (Lamm…”
Background
Fused Estimation of Sparse Connectivity Patterns From Rest fMRI—Application to Comparison of Children and Adult Brains
Zillé, P., Calhoun, V. D., Stephen, J. M., Wilson, T. W., & Wang, Y. (2017) · IEEE Transactions on Medical Imaging · doi:10.1109/tmi.2017.2721640 · Cited by 32
“It has been previously reported [3], [31] that”
Result
Early Sexual Trauma Exposure and Neural Response Inhibition in Adolescence and Young Adults: Trajectories of Frontal Theta Oscillations During a Go/No-Go Task
Meyers, J. L., McCutcheon, V. V., Pandey, A. K., Kamarajan, C., de Viteri, S. S., Chorlian, D. B., Salvatore, J. E., Pandey, G., Almasy, L. A., Anokhin, A. P., et al. (2018) · Journal of the American Academy of Child & Adolescent Psychiatry · doi:10.1016/j.jaac.2018.07.905 · Cited by 33
“The brain undergoes its greatest growth and development in the first years of life, with a second phase beginning in adolescence characterized by synaptic pruning, leading to anatomic and functional maturation.(13-16) This second phase of development is most profound in frontal lobe regions of the brain involved in hi…”
Effects of age, sex, and puberty on neural efficiency of cognitive and motor control in adolescents
Schulte, T., Hong, J., Sullivan, E. V., Adolf Pfefferbaum, A., Baker, F. C., Chu, W., Prouty, D., Kwon, D., Meloy, M. J., Brumback, T., et al. (2019) · Brain Imaging and Behavior · doi:10.1007/s11682-019-00075-x · Cited by 37
“2016) to enhance processing efficiency in adulthood (Kelly et al. 2009; Luna et al. 2015).”
Resting-state functional connectivity and reading abilities in first and second languages
Zhang, M., Li, J., Chen, C., Xue, G., Lu, Z., Mei, L., Xue, H., Xue, F., He, Q., Chen, C., et al. (2013) · NeuroImage · doi:10.1016/j.neuroimage.2013.09.006 · Cited by 35
“However, given that some previous studies in this area regressed out global signal in this step (Kelly et al., 2009; Kelly et al., 2010; Koyama et al., 2010), we also reported results from global signal regression in supplementary materials (Supplementary Figure 1).”
Aberrant local striatal functional connectivity in attention‐deficit/hyperactivity disorder
von Rhein, D. T., Oldehinkel, M., Beckmann, C. F., Oosterlaan, J., Heslenfeld, D. J., Hartman, C. A., Hoekstra, P. J., Franke, B., Cools, R., Buitelaar, J. K., et al. (2016) · Journal of Child Psychology and Psychiatry · doi:10.1111/jcpp.12529 · Cited by 32
“…development or maturation of functional brain networks has been characterized by both a decrease in short-range, local connectivity strength (segregation) and a simultaneous increase in the strength of long-range, global functional connectivity (integration) (Fair et al., 2009; Kelly et al., 2009).”
Brain Activity Elicited by Positive and Negative Feedback in Preschool-Aged Children
Mai, X., Tardif, T. Z., Doan, S. N., Liu, C., Gehring, W. J., & Luo, Y.-J. (2011) · PLoS ONE · doi:10.1371/journal.pone.0018774 · Cited by 33
“This has been evidenced in nonhuman primate studies [9,10], a functional Magnetic Resonance Imaging (fMRI) study [11] and some developmental ERP studies on error-related negativity, which may also be generated by the ACC [12,13,14].”
BackgroundMethod
A fuzzy trace theory of adolescent risk taking: Beyond self-control and sensation seeking.
Chick, C. F., & Reyna, V. F. (2011) · American Psychological Association eBooks · doi:10.1037/13493-013 · Cited by 34
The origins of effortful control: How early development within arousal/regulatory systems influences attentional and affective control
Wass, S. V. (2021) · Developmental Review · doi:10.1016/j.dr.2021.100978 · Cited by 36
Neuroaging through the Lens of the Resting State Networks
Cieri, F., & Esposito, R. (2018) · BioMed Research International · doi:10.1155/2018/5080981 · Cited by 32
The emergence of long-range language network structural covariance and language abilities
Qi, T., Schaadt, G., Cafiero, R., Bräuer, J., Skeide, M. A., & Friederici, A. D. (2019) · NeuroImage · doi:10.1016/j.neuroimage.2019.02.014 · Cited by 31
Altered anterior cingulate cortex subregional connectivity associated with cognitions for distinguishing the spectrum of pre-clinical Alzheimer’s disease
Yuan, Q., Liang, X., Xue, C., Qi, W., Chen, S., Song, Y., Wu, H., Zhang, X., Xiao, C., & Chen, J. (2022) · Frontiers in Aging Neuroscience · doi:10.3389/fnagi.2022.1035746 · Cited by 33
“In line with previous studies on ACC subdivisions (Kelly et al., 2009), three seeds were defined for each hemisphere in MNI space: caudal ACC (A1; MNI =± 5, −10, 37), dorsal ACC (A2; MNI =± 5, 10, 33), and subgenual ACC (A3; MNI =± 5, 34, −4) (Figure 1 and Table 1).”
Background
The maturation of mismatch negativity networks in normal adolescence
Cooray, G., Garrido, M. I., Brismar, T., & Hyllienmark, L. (2015) · Clinical Neurophysiology · doi:10.1016/j.clinph.2015.06.026 · Cited by 30
Developmental changes in patterns of brain activity associated with moment-to-moment adjustments in control
Wilk, H. A., & Morton, J. B. (2012) · NeuroImage · doi:10.1016/j.neuroimage.2012.06.069 · Cited by 31
“…networks that putatively support moment-to-moment adjustments in control undergo considerable reorganization over development, with the pattern of functional and anatomical connectivity among constituent regions changing markedly over time (Fair et al., 2007; Kelly et al., 2008; Nagy et al., 2004).”
Influential
A preliminary study of functional connectivity of medication naïve children with obsessive–compulsive disorder
Weber, A. M., Soreni, N., & Noseworthy, M. D. (2014) · Progress in Neuro-Psychopharmacology and Biological Psychiatry · doi:10.1016/j.pnpbp.2014.04.001 · Cited by 31
“In contrast, the ICA method allowed us to identify the RSNA, RSNB and RSNC (Fair et al., 2008; Kelly et al., 2009) as possible precursors to the adult DMN. CCAmethods are also limited by the lack of accepted standards of selecting seed ROIs for the DMN and issues of variability in inter-subject…”
Method
Protracted Development of the Proprioceptive Brain Network During and Beyond Adolescence
Cignetti, F., Fontan, A., Menant, J. C., Nazarian, B., Anton, J., Vaugoyeau, M., & Assaiante, C. (2016) · Cerebral Cortex · doi:10.1093/cercor/bhv323 · Cited by 35
“A main finding was the transition from diffuse to more focal FC patterns during adolescence, which echoes previous results on the development of intrinsic FC networks (Kelly et al. 2009; Jolles et al. 2011) and structural (graymatter) covariance networks (Zielinski et al. 2010).”
BackgroundResultInfluential

Authors: 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.
Affiliations: NYU Langone Health (US)
New York University (US)
Humboldt-Universität zu Berlin (DE)
Nathan Kline Institute for Psychiatric Research (US)
ORCID: Uddin, L. Q.
Shehzad, Z.
Gee, D. G.
Reiss, P. T.
Margulies, D. S.
Castellanos, F. X.
Milham, M. P.
Venue: Cerebral Cortex
Publisher: Oxford University Press (OUP)
Published: 2008-07-24
Volume: 19
Issue: 3
Pages: 640-657
ISSN: 1047-3211 (ISSN-L)
1460-2199
DOI: 10.1093/cercor/bhn117
OpenAlex: W2113490642
Cited by: 572
References: 191
Citations by year: 2026: 10 · 2025: 16 · 2024: 17 · 2023: 22 · 2022: 20 · 2021: 34 · 2020: 25 · 2019: 33 · 2018: 37 · 2017: 37 · 2016: 36 · 2015: 37 · 2014: 63 · 2013: 51 · 2012: 43
FWCI: 15.68
Type: journal article
Language: en
Open access: closed
Locations: Cerebral Cortex (publishedVersion)
PubMed (publishedVersion)
Max Planck Digital Library (submittedVersion)
MPG.PuRe (Max Planck Society) (submittedVersion)
Topics: Life Sciences › Neuroscience › Cognitive Neuroscience › Functional Brain Connectivity Studies
Health Sciences › Medicine › Radiology, Nuclear Medicine and Imaging › Advanced Neuroimaging Techniques and Applications
Life Sciences › Neuroscience › Cognitive Neuroscience › Neural and Behavioral Psychology Studies
Keywords: anterior cingulate cortex, resting-state functional connectivity, resting-state networks, brain maturation, developmental trajectories, children, adolescents, young adults, seed-based functional connectivity
MeSH terms: Adolescent, Age Factors, Child, Female, Gyrus Cinguli, Humans, Functional Laterality, Male, Nerve Net, Young Adult

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Development of Anterior Cingulate Functional Connectivity from Late Childhood to Early Adulthood

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