The DOI matches its Crossref record; 191 of the 191 references it cites were found in a registry or an index.
Development of Anterior Cingulate Functional Connectivity from Late Childhood to Early Adulthood
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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In the citing paper
“Prior to 2012, multiple studies had found that functional connectivity between anatomically proximate ROIs gradually decreased, whereas long-range functional connections, especially anterior-posterior links, gradually increased until adulthood (Dosenbach et al., 2010; Fair et al., 2009; Kelly et al., 2009; Supekar et al., 2009).”
From Development of large-scale functional networks from birth to adulthood: A guide to the neuroimaging literature (2017) · cites this paper as Kelly et al., 2009
In the citing paper
“Also, the greatest development occurred in those ICNs associated with social and emotional functions.”
From Emerging Adulthood, a Pre-adult Life-History Stage (2020) · cites this paper as [35]
In the citing paper
“They found that the pattern of correlation with voxels proximal to the seed region of interest was age-dependent: the pattern was diffuse in children (mean age 10.6 years), was less diffuse in adolescents (mean age 15.4 years), and showed signs of becoming focal in young adults (mean age 22.4 years).”
From Emerging Adulthood, a Pre-adult Life-History Stage (2020) · cites this paper as [35]
In the citing paper
“Kelly and colleagues provide additional evidence that brain maturation extends beyond adolescence into young adulthood (35).”
From Emerging Adulthood, a Pre-adult Life-History Stage (2020) · cites this paper as [35]
In the citing paper
“diffuse patterns of local FC are gradually replaced by a distributed architecture, dominated by focal long-range connections (3-6).”
From Aberrant Striatal Functional Connectivity in Children with Autism (2011) · cites this paper as [5]
In the citing paper
“Since development is characterized by an overall increase in long-range functional connections (3-5;25), these studies suggest dysmaturation as a core feature of ASD pathophysiology.”
From Aberrant Striatal Functional Connectivity in Children with Autism (2011) · cites this paper as [5]
In the citing paper
“This resembles TDC functional architecture rather than that of TA (3;5;25), suggesting developmental immaturity in ASD.”
From Aberrant Striatal Functional Connectivity in Children with Autism (2011) · cites this paper as [5]
In the citing paper
“initial R-fMRI studies of adults with ASD demonstrated reduced long-range FC in large-scale networks (3;e.g., 5;50).”
From Aberrant Striatal Functional Connectivity in Children with Autism (2011) · cites this paper as [5]
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“, 2008) and remodel itself (Kelly et al., 2008; Lerch et al., 2006) in response to core inherited projection map formation scripts (Ruthazer and Cline, 2004) that interact with the environment to drive individual differences in cognitive, emotional, and motor function (Seeley et al.”
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Functional brain networks develop from a local to distributed organization
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“These results have now been replicated in a developmental resting connectivity study targeting sub-regions of the anterior cingulate [34].”
BackgroundMethodResultInfluentialNormal development of brain circuits
Tau, G. Z., & Peterson, B. S. (2010) · Neuropsychopharmacology · doi:10.1038/npp.2009.115 · Cited by 1,391
“Sets of regions that share temporally correlated activity at rest are believed to constitute functional networks (Beckmann et al, 2005; Damoiseaux et al, 2006; Deluca et al, 2006; Fox et al, 2005, 2006; Fox and Raichle, 2007; Greicius et al, 2003; Kelly et al, 2008; Raichle et al, 2001).”
BackgroundA Baseline for the Multivariate Comparison of Resting-State Networks
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Self-citationBetzel, R. F., Byrge, L., He, Y., Goñi, J., Zuo, X.-N., & Sporns, O. (2014) · NeuroImage · doi:10.1016/j.neuroimage.2014.07.067 · Cited by 807
“…N C O R R E C local links, which are gradually replaced by long-distance functional connections in adulthood, forming mature RSNs (Fair et al., 2009; Kelly et al., 2009; Power et al., 2011; Supekar et al., 2010).”
BackgroundLongitudinal Analysis of Neural Network Development in Preterm Infants
Smyser, C. D., Inder, T. E., Shimony, J. S., Hill, J. E., Degnan, A. J., Snyder, A. Z., & Neil, J. J. (2010) · Cerebral Cortex · doi:10.1093/cercor/bhq035 · Cited by 791
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BackgroundResultInfluentialSelf-citationDevelopment of large-scale functional brain networks in children
Supekar, K., Musen, M., & Menon, V. (2009) · PLoS Biology · doi:10.1371/journal.pbio.1000157 · Cited by 807
“A few recent studies have examined developmental changes in functional connectivity of brain regions involved in attention and cognitive control [27] and the default mode network (DMN) [28], as well as in functional connectivity of anatomical structures such as the anterior cingulate cortex [29].”
BackgroundThe development of human functional brain networks
Power, J. D., Fair, D. A., Schlaggar, B. L., & Petersen, S. E. (2010) · Neuron · doi:10.1016/j.neuron.2010.08.017 · Cited by 751
Functional connectivity of the human amygdala using resting state fMRI
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Self-citationZuo, X.-N., Kelly, C., Adelstein, J. S., Klein, D. F., Castellanos, F. X., & Milham, M. P. (2010) · NeuroImage · doi:10.1016/j.neuroimage.2009.10.080 · Cited by 744
Self-citationAnterior cingulate cortex: unique role in cognition and emotion
Stevens, F. L., Hurley, R. A., & Taber, K. H. (2011) · The Journal of Neuropsychiatry and Clinical Neurosciences · doi:10.1176/jnp.23.2.jnp121 · Cited by 779
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“Previous studies provide conflicting results: whereas Kelly et al. (2009) observed age-related increases in the lateralization of anterior cingulate networks, Fair et al. (2008) found little evidence of age-related changes in homotopic RSFC among default network regions.”
BackgroundResultSelf-citationAstill, R. G., Van der Heijden, K. B., Van IJzendoorn, M. H., & Van Someren, E. J. W. (2012) · Psychological Bulletin · doi:10.1037/a0028204 · Cited by 707
Reconceptualizing functional brain connectivity in autism from a developmental perspective
Uddin, L. Q., Supekar, K., & Menon, V. (2013) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2013.00458 · Cited by 606
“A growing body of literature documents age-related increases in white matter volume (Lenroot and Giedd, 2006), which may be related to increases in long-range functional connectivity from childhood through adolescence and into adulthood (Fair et al., 2008; Kelly et al., 2009).”
BackgroundSelf-citationMartino, A. D., Ross, K. V., Uddin, L. Q., Sklar, A. B., Castellanos, F. X., & Milham, M. P. (2008) · Biological Psychiatry · doi:10.1016/j.biopsych.2008.09.022 · Cited by 597
Self-citationThe default-mode, ego-functions and free-energy: a neurobiological account of Freudian ideas
Carhart-Harris, R. L., & Friston, K. J. (2010) · Brain · doi:10.1093/brain/awq010 · Cited by 574
“Keywords: freud; the ego; default-mode; prediction; free-energy Abbreviations: BOLD = blood oxygen level dependent; DMN = default-mode network; fMRI = functional magnetic resonance imaging; REM = rapid eye movement”
BackgroundSupekar, K., Uddin, L. Q., Prater, K. E., Amin, H., Greicius, M. D., & Menon, V. (2010) · NeuroImage · doi:10.1016/j.neuroimage.2010.04.009 · Cited by 547
“This ROI selection procedure is widely used in extant resting-state functional connectivity studies (Fair et al., 2008; Fox et al., 2005; Kelly et al., 2009).”
MethodSelf-citationUddin, L. Q., Supekar, K. S., Ryali, S., & Menon, V. (2011) · The Journal of Neuroscience · doi:10.1523/jneurosci.4465-11.2011 · Cited by 520
“Adults have weaker short-range functional connectivity and stronger long-range functional connectivity than children (Kelly et al., 2009), and the organization of functional brain networks shifts from local connectivity to a more distributed architecture with development (Fair et al.”
BackgroundSelf-citationEvaluation of ICA-AROMA and alternative strategies for motion artifact removal in resting state fMRI
Pruim, R. H. R., Mennes, M., Buitelaar, J. K., & Beckmann, C. F. (2015) · NeuroImage · doi:10.1016/j.neuroimage.2015.02.063 · Cited by 487
“…directly interfere with current hypotheses about local and long-distance functional connectivity in the context of neurodevelopment and Autism Spectrum Disorders (ASD; Courchesne and Pierce (2005), Fair et al. (2007, 2008, 2009), Kelly et al. (2009), Dosenbach et al. (2010), Power et al. (2010)).”
BackgroundAberrant Striatal Functional Connectivity in Children with Autism
Di Martino, A., Kelly, C., Grzadzinski, R., Zuo, X.-N., Mennes, M., Mairena, M. A., Lord, C., Castellanos, F. X., & Milham, M. P. (2011) · Biological Psychiatry · doi:10.1016/j.biopsych.2010.10.029 · Cited by 483
“This resembles TDC functional architecture rather than that of TA (3;5;25), suggesting developmental immaturity in ASD.”
BackgroundSelf-citationTopological organization of the human brain functional connectome across the lifespan
Cao, M., Wang, J.-H., Dai, Z.-J., Cao, X.-Y., Jiang, L.-L., Fan, F.-M., Song, X.-W., Xia, M.-R., Shu, N., Dong, Q., et al. (2014) · Developmental Cognitive Neuroscience · doi:10.1016/j.dcn.2013.11.004 · Cited by 440
“Long-distance connections ognitive 90 M. Cao et al. / Developmental C are enhanced during development (Fair et al., 2009; Kelly et al., 2009; Supekar et al., 2009) and then become vulnerable to aging effects (Tomasi and Volkow, 2012).”
Self-citationGrayson, D. S., & Fair, D. A. (2017) · NeuroImage · doi:10.1016/j.neuroimage.2017.01.079 · Cited by 411
“…had found that functional connectivity between anatomically proximate ROIs gradually decreased, whereas long-range functional connections, especially anterior-posterior links, gradually increased until adulthood (Dosenbach et al., 2010; Fair et al., 2009; Kelly et al., 2009; Supekar et al., 2009).”
BackgroundFair, D. A., Nigg, J. T., Iyer, S., Bathula, D., Mills, K. L., Dosenbach, N. U. F., Schlaggar, B. L., Mennes, M., Gutman, D., Bangaru, S., et al. (2013) · Frontiers in Systems Neuroscience · doi:10.3389/fnsys.2012.00080 · Cited by 463
“Consistent with prior reports (Fair et al., 2007a, 2009; Kelly et al., 2009; Supekar et al., 2009; Dosenbach et al., 2010), we found that connections that became stronger with increasing age, or “grew-up,” tended to link distant regions (i.e., long-range connections).”
ResultSelf-citationDi Martino, A., Zuo, X.-N., Kelly, C., Grzadzinski, R., Mennes, M., Schvarcz, A., Rodman, J., Lord, C., Castellanos, F. X., & Milham, M. P. (2013) · Biological Psychiatry · doi:10.1016/j.biopsych.2013.02.011 · Cited by 345
“Data from up to 30 TDC (23, 48, 49), 17 children with ASD (23), and 18 children with ADHD (50) were included in previous reports.”
Self-citationMennes, M., Kelly, C. A. M., Zuo, X., Martino, A. D., Biswal, B. B., Castellanos, F. X., & Milham, M. P. (2010) · NeuroImage · doi:10.1016/j.neuroimage.2010.01.002 · Cited by 366
“…approaches to study the developing (b18 years old) and aging (N65 years old) brain, which are both characterized by greater spatial extent of activation andRSFC (Andrews-Hanna et al. 2007;Durston et al., 2006; Emery et al., 2008; Fair et al., 2008; Fair et al., 2007; Kelly et al., 2009a).”
BackgroundMethodSelf-citationAtypical default network connectivity in youth with attention-deficit/hyperactivity disorder
Fair, D. A., Posner, J., Nagel, B. J., Bathula, D., Dias, T. G. C., Mills, K. L., Blythe, M. S., Giwa, A., Schmitt, C. F., & Nigg, J. T. (2010) · Biological Psychiatry · doi:10.1016/j.biopsych.2010.07.003 · Cited by 354
Connolly, C. G., Wu, J., Ho, T. C., Hoeft, F., Wolkowitz, O., Eisendrath, S., Frank, G., Hendren, R., Max, J. E., Paulus, M. P., et al. (2013) · Biological Psychiatry · doi:10.1016/j.biopsych.2013.05.036 · Cited by 356
“For example, large scale changes in FC have been reported over the course of development from childhood to adulthood (34), with changes in the FC of the sgACC being related to maturation (35).”
BackgroundDevelopment of human brain cortical network architecture during infancy
Gao, W., Alcauter, S., Smith, J. K., Gilmore, J. H., & Lin, W. (2015) · Brain Structure and Function · doi:10.1007/s00429-014-0710-3 · Cited by 356
“…the mature brain functional network architecture, our understanding of the early brain functional developmental process remains largely in the dark and deserves similar delineation (Power et al. 2010; Fair et al. 2008; Fair et al. 2009; Kelly et al. 2009; Supekar et al. 2009; Gao et al. 2011).”
BackgroundUnraveling the Miswired Connectome: A Developmental Perspective
Martino, A. D., Fair, D. A., Kelly, C. A. M., Satterthwaite, T. D., Castellanos, F. X., Thomason, M. E., Craddock, R. C., Luna, B., LEVENTHAL, B. L., Zuo, X., et al. (2014) · Neuron · doi:10.1016/j.neuron.2014.08.050 · Cited by 357
“For example, homologs of the default network, which is thought to support spontaneous cognition in humans, have been identified in several nonhuman primate species, including the macaque monkey (Margulies et al., 2009; Vincent et al., 2007), chimpanzee (Barks et al.”
BackgroundSelf-citationUddin, L. Q. (2010) · Frontiers in Systems Neuroscience · doi:10.3389/fnsys.2010.00021 · Cited by 343
Self-citationThe contribution of network organization and integration to the development of cognitive control
Marek, S., Hwang, K., Foran, W., Hallquist, M. N., & Luna, B. (2015) · PLOS Biology · doi:10.1371/journal.pbio.1002328 · Cited by 337
“Next, we examined the presence of distance-related changes with development [17,19,20].”
BackgroundResultAbnormal Medial Prefrontal Cortex Resting-State Connectivity in Bipolar Disorder and Schizophrenia
Chai, X. J., Whitfield, S., Shinn, A. K., Gabrieli, J. D. E., Nieto-Castañón, A., McCarthy, J. M., Cohen, B. M., & Öngür, D. (2011) · Neuropsychopharmacology · doi:10.1038/npp.2011.88 · Cited by 325
“Dorsal executive control regions including the DLPFC are anticorrelated with the MPFC in healthy subjects during rest (Fox et al, 2005; Fransson, 2005; Kelly et al, 2009; Uddin et al, 2009).”
BackgroundSherman, L. E., Rudie, J. D., Pfeifer, J. H., Masten, C. L., McNealy, K., & Dapretto, M. (2014) · Developmental Cognitive Neuroscience · doi:10.1016/j.dcn.2014.08.002 · Cited by 349
Distortions and disconnections: Disrupted brain connectivity in autism
Wass, S. V. (2010) · Brain and Cognition · doi:10.1016/j.bandc.2010.10.005 · Cited by 333
“One striking factor here is that a number of studies looking at typically developing connectivity (e.g. Fair et al., 2009; Gao et al., 2009; Kelly et al., 2009; Supekar, Musen, & Menon, 2009) have”
BackgroundRegional Variation in Interhemispheric Coordination of Intrinsic Hemodynamic Fluctuations
Stark, D. E., Margulies, D. S., Shehzad, Z. E., Reiss, P. T., Kelly, C. A. M., Uddin, L. Q., Gee, D. G., Roy, A. K., Banich, M. T., Castellanos, F. X., et al. (2008) · Journal of Neuroscience · doi:10.1523/jneurosci.4544-08.2008 · Cited by 324
“We then examined regional variation in correlated activity between homotopic regions, contrasting primary sensory-motor cortices, unimodal association areas, and heteromodal association areas.”
BackgroundMethodSelf-citationThe developmental foundations of human fairness
McAuliffe, K., Blake, P. R., Steinbeis, N., & Warneken, F. (2017) · Nature Human Behaviour · doi:10.1038/s41562-016-0042 · Cited by 338
Personality Is Reflected in the Brain's Intrinsic Functional Architecture
Adelstein, J. S., Shehzad, Z. E., Mennes, M., DeYoung, C. G., Zuo, X., Kelly, C. A. M., Margulies, D. S., Bloomfield, A., Gray, J. R., Castellanos, F. X., et al. (2011) · PLoS ONE · doi:10.1371/journal.pone.0027633 · Cited by 306
“We chose to examine RSFC with respect to two functionally heterogeneous brain areas involved in diverse aspects of cognition—such as integration of multidimensional information and higher-order executive control—that are commonly investigated in RSFC studies: the anterior cingulate cortex [24,25] and the precuneus [26…”
BackgroundMethodInfluentialSelf-citationTemporal and spatial evolution of brain network topology during the first two years of life
Gao, W., Gilmore, J. H., Giovanello, K. S., Smith, J. K., Shen, D., Zhu, H., & Lin, W. (2011) · PLoS ONE · doi:10.1371/journal.pone.0025278 · Cited by 272
“Increase in long-distance connections as a function of age has been reported when comparing school-aged children with adults [5,11,27].”
ResultThe implications of brain connectivity in the neuropsychology of autism
Maximo, J. O., Cadena, E. J., & Kana, R. K. (2014) · Neuropsychology Review · doi:10.1007/s11065-014-9250-0 · Cited by 259
“A growing body of studies has documented age-related increases in white matter volume in typical individuals (Lenroot and Giedd 2006), which may be related to increases in long-range functional connectivity from childhood through adolescence and into adulthood (Fair et al. 2008; Kelly et al. 2009).”
Studying Brain Organization via Spontaneous fMRI Signal
Power, J. D., Schlaggar, B. L., & Petersen, S. E. (2014) · Neuron · doi:10.1016/j.neuron.2014.09.007 · Cited by 264
“…to report that short-distance functional connectivity MRI correlations were strong in children and tended to weaken over development, while long-distance correlations were weak in children and tended to strengthen over development (Fair et al., 2007, 2009; Kelly et al., 2009; Supekar et al., 2009).”
Voss, M. W., Erickson, K. I., Prakash, R. S., Chaddock, L., Malkowski, E., Alves, H., Kim, J., Morris, K. S., White, S. M., Wójcicki, T. R., et al. (2010) · Neuropsychologia · doi:10.1016/j.neuropsychologia.2010.01.005 · Cited by 279
Resting-State Functional Connectivity Indexes Reading Competence in Children and Adults
Koyama, M. S., Martino, A. D., Zuo, X., Kelly, C. A. M., Mennes, M., Jutagir, D. R., Castellanos, F. X., & Milham, M. P. (2011) · Journal of Neuroscience · doi:10.1523/jneurosci.4865-10.2011 · Cited by 267
“…not identical, neural networks while reading (Gaillard et al., 2003; Church et al., 2008; Turkeltaub et al., 2008), yet (2) developmental changes in functional networks continue beyond childhood (Fair et al., 2009; Kelly et al., 2009; Supekar et al., 2009; Dosenbach et al., 2010; Zuo et al., 2010).”
BackgroundSelf-citationNeural correlates of personality: An integrative review
Kennis, M., Rademaker, A. R., & Geuze, E. (2012) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2012.10.012 · Cited by 264
Functional brain imaging across development
Rubia, K. (2012) · European Child & Adolescent Psychiatry · doi:10.1007/s00787-012-0291-8 · Cited by 259
“Functional connectivity studies furthermore show that children (8–12 years) have more short-distance connections while adults develop more longdistance connections, for example, between DLPFC and parietal regions or between frontal and cerebellar regions for cognitive control networks or between medial frontal and pos…”
BackgroundDong, H.-M., Margulies, D. S., Zuo, X., & Holmes, A. J. (2021) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.2024448118 · Cited by 253
Self-citationThe development of hub architecture in the human functional brain network
Hwang, K., Hallquist, M. N., & Luna, B. (2013) · Cerebral Cortex · doi:10.1093/cercor/bhs227 · Cited by 226
“Email: kah124@pitt.edu Functional hubs are brain regions that play a crucial role in facilitating communication among parallel, distributed brain networks.”
BackgroundSmyser, C. D., Snyder, A. Z., & Neil, J. J. (2011) · NeuroImage · doi:10.1016/j.neuroimage.2011.02.073 · Cited by 259
Training attentional control and working memory – Is younger, better?
Wass, S. V., Scerif, G., & Johnson, M. H. (2012) · Developmental Review · doi:10.1016/j.dr.2012.07.001 · Cited by 263
“…of the anterior cingulate cortex (ACC) and other frontal areas after MM training; these are areas that are also implicated in more traditional executive attention and working memory tasks (Bush, Luu, & Posner, 2000; Duncan & Owen, 2000; Kelly et al., 2009; Pessoa, 2008; Posner & Rothbart, 2009).”
BackgroundNetwork analysis of resting state EEG in the developing young brain: structure comes with maturation
Boersma, M., Smit, D. J. A., de Bie, H. M. A., Van Baal, G. C. M., Boomsma, D. I., de Geus, E. J. C., Delemarre‐van de Waal, H. A., & Stam, C. J. (2011) · Human Brain Mapping · doi:10.1002/hbm.21030 · Cited by 235
Brain anatomical networks in early human brain development
Fan, Y., Shi, F., Smith, J. K., Lin, W., Gilmore, J. H., & Shen, D. (2011) · NeuroImage · doi:10.1016/j.neuroimage.2010.07.025 · Cited by 225
“…complementing the existing studies of brain development and brain network research (Fair et al., 2008; Fair et al., 2009; Fransson et al., 2007; Gao et al., 2009b; Huang et al., 2006; Kelly et al., 2009; Knickmeyer et al., 2008; Lin et al., 2008; Matsuzawa et al., 2001; Sowell et al., 1999).”
BackgroundMethodEmotion-dependent functional connectivity of the default mode network in adolescent depression
Ho, T. C., Connolly, C. G., Henje Blom, E., LeWinn, K. Z., Strigo, I. A., Paulus, M. P., Frank, G., Max, J. E., Wu, J., Chan, M., et al. (2015) · Biological Psychiatry · doi:10.1016/j.biopsych.2014.09.002 · Cited by 227
A preliminary study of functional connectivity in comorbid adolescent depression
Cullen, K. R., Gee, D. G., Klimes‐Dougan, B., Gabbay, V., Hulvershorn, L. A., Mueller, B. A., Camchong, J., Bell, C. J., Houri, A. K., Kumra, S., et al. (2009) · Neuroscience Letters · doi:10.1016/j.neulet.2009.05.022 · Cited by 235
Self-citationCross-hemispheric functional connectivity in the human fetal brain
Thomason, M. E., Dassanayake, M. T., Shen, S., Katkuri, Y., Alexis, M., Anderson, A. L., Yeo, L., Mody, S., Hernandez-Andrade, E., Hassan, S. S., et al. (2013) · Science Translational Medicine · doi:10.1126/scitranslmed.3004978 · Cited by 225
Di Martino, A., Shehzad, Z., Kelly, C., Roy, A. K., Gee, D. G., Uddin, L. Q., Gotimer, K., Klein, D. F., Castellanos, F. X., & Milham, M. P. (2009) · American Journal of Psychiatry · doi:10.1176/appi.ajp.2009.08121894 · Cited by 213
Self-citationVértes, P. E., & Bullmore, E. T. (2015) · Journal of Child Psychology and Psychiatry · doi:10.1111/jcpp.12365 · Cited by 197
“, 2011) and over the age range 7–35 as well as 8–25 years (Fair et al., 2007; Kelly et al., 2009; Supekar et al., 2009).”
BackgroundResultSampedro, F., de la Fuente Revenga, M., Valle, M., Roberto, N., Domínguez-Clavé, E., Elices, M., Luna, L. E., Crippa, J. A. S., Hallak, J. E. C., de Araujo, D. B., et al. (2017) · International Journal of Neuropsychopharmacology · doi:10.1093/ijnp/pyx036 · Cited by 200
“The first seed was placed in the dorsal ACC (dACC) at MNI coordinates x = 5, y = 14, z = 42, over BA 32, a subregion of the ACC involved in executive top-down control, and positive task activation (Kelly et al., 2009).”
MethodEmerging Adulthood, a Pre-adult Life-History Stage
Hochberg, Z., & Konner, M. (2020) · Frontiers in Endocrinology · doi:10.3389/fendo.2019.00918 · Cited by 204
“In another study comparing social and emotional functioning of children, adolescents, and young adults, by analyzing the age-dependent development of five functionally distinct cingulate-based intrinsic connectivity networks (ICNs), Kelly and colleagues provide additional evidence that brain maturation extends beyond…”
BackgroundCao, X., Cao, Q., Long, X., Sun, L., Sui, M., Zhu, C., Zuo, X., Zang, Y., & Wang, Y. (2009) · Brain Research · doi:10.1016/j.brainres.2009.08.029 · Cited by 199
Rudie, J. D., Shehzad, Z. E., Hernandez, L. M., Colich, N. L., Bookheimer, S. Y., Iacoboni, M., & Dapretto, M. (2011) · Cerebral Cortex · doi:10.1093/cercor/bhr171 · Cited by 206
“Cerebral Cortex May 2012;22:1025--1037 doi:10.1093/cercor/bhr171 Advance Access publication July 22, 2011”
BackgroundInfluentialSelf-citationMetacognitive Processes in Executive Control Development: The Case of Reactive and Proactive Control
Chevalier, N., Martis, S. B., Curran, T., & Munakata, Y. (2015) · Journal of Cognitive Neuroscience · doi:10.1162/jocn_a_00782 · Cited by 217
“Metacognitive coordination of control may increase during childhood, driving control development (see Zelazo, 2004) and accounting for its relation with dACC activity in children (Kharitonova, Martin, Gabrieli, & Sheridan, 2013; Fjell et al., 2012; Kelly et al., 2009).”
Mind wandering perspective on attention-deficit/hyperactivity disorder
Bozhilova, N. S., Michelini, G., Kuntsi, J., & Asherson, P. (2018) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2018.07.010 · Cited by 182
“An increase in long-range connections, as well as a decrease in short-range connections (segregation) and strengthening of withinnetwork interactions (integration), are thought to govern functional brain development and functional specialisation (Di Martino et al., 2014; Kelly et al., 2008; Power et al., 2010; Rubia,…”
Functional brain connectivity at rest changes after working memory training
Jolles, D. D., van Buchem, M. A., Crone, E. A., & Rombouts, S. A. R. B. (2013) · Human Brain Mapping · doi:10.1002/hbm.21444 · Cited by 183
“We selected this region based on previous developmental studies [Fair et al., 2008; Kelly et al., 2009], and because negative correlations of this region are more similar to the frontoparietal network (or task-positive network) than negative correlations of other default network regions [Uddin et al.”
BackgroundMethodResultInfluentialDevelopmental changes in brain network hub connectivity in late adolescence
Baker, S. T. E., Lubman, D. I., Yucel, M., Allen, N. B., Whittle, S., Fulcher, B. D., Zalesky, A., & Fornito, A. (2015) · Journal of Neuroscience · doi:10.1523/jneurosci.5043-14.2015 · Cited by 168
“…of large-scale structural and functional neural networks involve the strengthening of long-range connections between distal brain regions (Fair et al., 2007, 2009; Kelly et al., 2009; Dosenbach et al., 2010; Hagmann et al., 2010; Dennis et al., 2013; for review, see Di Martino et al., 2014).”
BackgroundThomason, M. E., Grove, L. E., Lozon, T. A., Vila, A. M., Ye, Y., Nye, M. J., Manning, J. H., Pappas, A., Hernandez‐Andrade, E. A., Yeo, L., et al. (2014) · Developmental Cognitive Neuroscience · doi:10.1016/j.dcn.2014.09.001 · Cited by 198
“…suggested that 102 M.E. Thomason et al. / Developmental Cognitive Neuroscience 11 (2015) 96–104 d coordi work ex resting-state signal correlations should be interpreted as reflecting histories of coactivation between brain regions (Dosenbach et al., 2007; Kelly et al., 2009; Power et al., 2010).”
InfluentialA comprehensive study of whole-brain functional connectivity in children and young adults
Jolles, D. D., van Buchem, M. A., Crone, E. A., & Rombouts, S. A. R. B. (2011) · Cerebral Cortex · doi:10.1093/cercor/bhq104 · Cited by 181
“With this method, Kelly et al. (2009) investigated developmental changes in functional connectivity with the anterior cingulate cortex.”
BackgroundMethodResultInfluentialA multivariate distance-based analytic framework for connectome-wide association studies
Shehzad, Z. E., Kelly, C. A. M., Reiss, P. T., Craddock, R. C., Emerson, J. W., McMahon, K. L., Copland, D. A., Castellanos, F. X., & Milham, M. P. (2014) · NeuroImage · doi:10.1016/j.neuroimage.2014.02.024 · Cited by 179
“Given that the Development and L-DOPA datasets were previously quality controlled and published, we did not exclude any participants (Kelly et al., 2009; Power et al., 2012).”
InfluentialSelf-citationRichards, J. M., Plate, R. C., & Ernst, M. (2013) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2013.03.004 · Cited by 174
Brydges, C. R., Fox, A. M., Reid, C. L., & Anderson, M. (2014) · Intelligence · doi:10.1016/j.intell.2014.08.010 · Cited by 210
“…increasingly more distinguishable, decreases in neural activation (possibly due to less cognitive effort being needed with increasing development) and increases in focalisation are observed (Brydges, Anderson, Reid, & Fox, 2013; Casey, Giedd, & Thomas, 2000; Kelly et al., 2009; Tsujimoto, 2008).”
BackgroundStamm, J. M., Koerte, I. K., Muehlmann, M., Pasternak, O., Bourlas, A. P., Baugh, C. M., Giwerc, M., Zhu, A., Coleman, M. J., Sylvain Bouix, A., et al. (2015) · Journal of Neurotrauma · doi:10.1089/neu.2014.3822 · Cited by 194
“41,42 Peaks in the rate of myelination 29,31 and cerebral blood flow, 33 as well as significant improvements in network organization, 43 also occur between ages 10–12, potentially making the brain more susceptible to functional and structural alterations following RHI.”
Davey, C. G., Harrison, B. J., Yücel, M., & Allen, N. B. (2012) · Psychological Medicine · doi:10.1017/s0033291712000323 · Cited by 176
“2010), including with cingulate regions (Kelly et al. 2009), with increasing coherence in connectivity of the default-mode network (Fair et al.”
BackgroundAsymmetric development of dorsal and ventral attention networks in the human brain
Farrant, K., & Uddin, L. Q. (2015) · Developmental Cognitive Neuroscience · doi:10.1016/j.dcn.2015.02.001 · Cited by 189
“…functional connectivity is greater in children than it is in adults (Dosenbach et al., 2010; Fair et al., 2009; Supekar et al., 2009) and that the long-range connections observed in adults are enhanced throughout development (Fair et al., 2009; Kelly et al., 2009; Supekar et al., 2009).”
InfluentialSelf-citationSilveri, M. M., Sneider, J. T., Crowley, D. J., Covell, M. J., Acharya, D., Rosso, I. M., & Jensen, J. E. (2013) · Biological Psychiatry · doi:10.1016/j.biopsych.2013.01.033 · Cited by 175
Prediction complements explanation in understanding the developing brain
Rosenberg, M. D., Casey, B. J., & Holmes, A. J. (2018) · Nature Communications · doi:10.1038/s41467-018-02887-9 · Cited by 169
Collin, G., & van den Heuvel, M. P. (2013) · The Neuroscientist · doi:10.1177/1073858413503712 · Cited by 198
Cho, Y. T., Fromm, S., Guyer, A. E., Detloff, A., Pine, D. S., Fudge, J. L., & Ernst, M. (2013) · NeuroImage · doi:10.1016/j.neuroimage.2012.10.013 · Cited by 173
“finally, based on developmental resting-state functional connectivity work (Fair et al., 2008; Kelly et al., 2009; Stevens et al., 2009), adolescents would demonstrate weaker effective connectivity in this network than adults.”
Impaired attention and network connectivity in childhood absence epilepsy
Killory, B. D., Bai, X., Negishi, M., Vega, C., Spann, M. N., Vestal, M. L., Guo, J. N., Berman, R., Danielson, N., Trejo, J., et al. (2011) · NeuroImage · doi:10.1016/j.neuroimage.2011.03.036 · Cited by 173
“Another recent fMRI connectivity study (Kelly et al., 2009) examined the effect of age on networks involving the anterior cingulate cortex and demonstrated that connections were more local and diffuse in children and were more distant and discrete in adults when using the ACC as a seed region.”
Maturing thalamocortical functional connectivity across development
Fair (2010) · Frontiers in Systems Neuroscience · doi:10.3389/fnsys.2010.00010 · Cited by 171
“The average spontaneous signal generated in each cortical ROI is then correlated with all of the voxels in the thalamus.”
MethodHulvershorn, L. A., Cullen, K. R., & Anand, A. (2011) · Brain Imaging and Behavior · doi:10.1007/s11682-011-9134-3 · Cited by 178
Hoekzema, E. A., Carmona, S., Ramos‐Quiroga, J. A., Vanesa Richarte, B., Bosch, R., Soliva, J. C., Rovira, M., Bulbena, A., Tobeña, A., Casas, M., et al. (2013) · Human Brain Mapping · doi:10.1002/hbm.22250 · Cited by 181
“During childhood, resting state networks are still undergoing a maturation process [Dosenbach et al., 2010; Fransson et al., 2011; Jolles et al., 2011; Kelly et al., 2009; Uddin et al., 2010], and at an early stage an equivalent of the DMN cannot yet be identified [Fransson et al.”
BackgroundHoffstaedter, F., Grefkes, C., Caspers, S., Roski, C., Palomero‐Gallagher, N., Laird, A. R., Fox, P. T., & Eickhoff, S. B. (2014) · Human Brain Mapping · doi:10.1002/hbm.22363 · Cited by 164
“The current results are well in line with previous investigations of resting-state FC, which used anatomically defined seeds throughout the ACC/MCC [Kelly et al., 2009; Margulies et al., 2007; Yu et al., 2011], rather than a functionally derived and, hence, functionally specific seed region used…”
ResultSun, L., Cao, Q., Long, X., Sui, M., Cao, X., Zhu, C., Zuo, X., Li, A., Song, Y., Zang, Y., et al. (2012) · Psychiatry Research Neuroimaging · doi:10.1016/j.pscychresns.2011.07.001 · Cited by 168
“They suggested that the significantly agerelated shift in the patterns of RSFC associated with the ACC may represent an index of brainmaturation (Kelly et al., 2009).”
BackgroundMethodResting-state network dysconnectivity in ADHD: A system-neuroscience-based meta-analysis
Sütçübaşı, B., Metin, B., Kurban, K., Metin, Z. E., Beşer, B., & Sonuga-Barke, E. J. S. (2020) · The World Journal of Biological Psychiatry · doi:10.1080/15622975.2020.1775889 · Cited by 166
“The feasibility of this account is supported by previous literature, which has shown that resting state brain networks continue to mature throughout adolescence (Kelly et al. 2009; Dosenbach et al. 2010; Uddin 2010; Fransson et al. 2011; Jolles et al. 2011).”
ResultResting-state fMRI can reliably map neural networks in children
Thomason, M. E., Dennis, E. L., Joshi, A. A., Joshi, S. H., Dinov, I. D., Chang, C., Henry, M. L., Johnson, R. F., Thompson, P. M., Toga, A. W., et al. (2010) · NeuroImage · doi:10.1016/j.neuroimage.2010.11.080 · Cited by 170
“The ordering of network maturation appears to parallel the ordering of behavioral maturation; as is true of brain myelination, sensorimotor development precedes the development of systems underlying higher cognition (Kelly et al., 2009).”
InfluentialMaturation of the Language Network: From Inter- to Intrahemispheric Connectivities
Friederici, A. D., Bräuer, J., & Lohmann, G. (2011) · PLoS ONE · doi:10.1371/journal.pone.0020726 · Cited by 168
“This observation is in line with previous rfMRI findings of more diffuse correlation patterns in children [41] and fMRI data of less specialized activation in pediatric compared to adult data [29].”
ResultDeligiannidis, K. M., Şıkoğlu, E. M., Shaffer, S. A., Frederick, B. B., Svenson, A., Kopoyan, A., Kosma, C. A., Rothschild, A. J., & Moore, C. M. (2013) · Journal of Psychiatric Research · doi:10.1016/j.jpsychires.2013.02.010 · Cited by 153
Pannekoek, J. N., van der Werff, S. J. A., Meens, P. H. F., van den Bulk, B. G., Jolles, D. D., Veer, I. M., van Lang, N. D. J., Rombouts, S. A. R. B., van der Wee, N. J. A., & Vermeiren, R. R. J. M. (2014) · Journal of Child Psychology and Psychiatry · doi:10.1111/jcpp.12266 · Cited by 150
“Noting that the greatest developmental e!ects occur in networks associated with social and emotional functions, the importance of understanding maturational neural processes in young psychiatric populations was again highlighted (Kelly et al., 2009).”
BackgroundFunctional connectivity during a social emotion task in adolescents and in adults
Heyes, S. B., & Blakemore, S. (2009) · European Journal of Neuroscience · doi:10.1111/j.1460-9568.2009.06674.x · Cited by 166
“…functional connectivity has been investigated in adolescents vs. adults during go ⁄ no-go tasks (Stevens et al., 2007, 2009), and static (rather than functional) connectivity has been investigated in adolescents vs. adults during resting baseline (Fair et al., 2007, 2008; Kelly et al., 2009).”
BackgroundThe development of multisensory speech perception continues into the late childhood years
Ross, L. A., Molholm, S., Blanco, D., Gomez‐Ramirez, M., Saint‐Amour, D., & Foxe, J. J. (2011) · European Journal of Neuroscience · doi:10.1111/j.1460-9568.2011.07685.x · Cited by 158
“It is of particular note that increased functional connectivity among more distant, as compared with local, cortical areas has also been observed (e.g., Fair et al., 2008, 2009; Kelly et al., 2009; Power et al., 2010).”
BackgroundFornito, A., & Bullmore, E. T. (2010) · Current Opinion in Psychiatry · doi:10.1097/yco.0b013e328337d78d · Cited by 146
Duerden, E. G., Mak‐Fan, K. M., Taylor, M. J., & Roberts, S. W. (2011) · Autism Research · doi:10.1002/aur.235 · Cited by 157
“, 2001], delayed synaptic pruning and programmed cell death, or possibly inappropriate migration of neurons [Bauman & Kemper, 2005; Kelly et al., 2009].”
BackgroundPagliaccio, D., Luby, J. L., Bogdan, R., Arpana Agrawal, A., Gaffrey, M. S., Belden, A. C., Botteron, K. N., Harms, M. P., & Barch, D. M. (2015) · Journal of Abnormal Psychology · doi:10.1037/abn0000094 · Cited by 151
“Resting state connectivity has been suggested to represent the accumulated history of coactivation of brain areas (e.g. Dosenbach et al., 2007; Fair et al., 2007; Kelly et al., 2009).”
The brain matures with stronger functional connectivity and decreased randomness of its network
Smit, D. J. A., Boersma, M., Schnack, H. G., Micheloyannis, S., Boomsma, D. I., Hulshoff Pol, H. E., Stam, C. J., & de Geus, E. J. C. (2012) · PLoS ONE · doi:10.1371/journal.pone.0036896 · Cited by 143
Rosenberg‐Lee, M., Ashkenazi, S., Chen, T., Young, C. B., Geary, D. C., & Menon, V. (2014) · Developmental Science · doi:10.1111/desc.12216 · Cited by 160
Lim, S. I., Han, C. E., Uhlhaas, P. J., & Kaiser, M. (2013) · Cerebral Cortex · doi:10.1093/cercor/bht333 · Cited by 154
Koyama, M. S., Kelly, C. A. M., Shehzad, Z. E., Penesetti, D., Castellanos, F. X., & Milham, M. P. (2010) · Cerebral Cortex · doi:10.1093/cercor/bhq005 · Cited by 150
Self-citation
Metadata
- 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)
- 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
- 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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