Intrinsic connectivity networks from childhood to late adolescence: Effects of age and sex

Developmental Cognitive Neuroscience

Volumn 17, Issue , 2016, Pages 35-44

  Solé Padullés, Cristina ^a   Castro Fornieles, Josefina ^a,b,c,d   De La Serna, Elena ^d   Calvo, Rosa ^a,b,d   Baeza, Inmaculada ^a,b,d   Moya, Jaime ^a,b   Lázaro, Luisa ^a,b,d   Rosa, Mireia ^b   Bargalló, Nuria ^a,b,d   Sugranyes, Gisela ^a,b  

^a INSTITUT D INVESTIGACIONS BIOMÈDIQUES AUGUST PI I SUNYER IDIBAPS   (Spain)

^b HOSPITAL CLÍNIC   (Spain)

^c UNIVERSITY OF BARCELONA   (Spain)

^d CENTRO DE INVESTIGACIÓN BIOMÉDICA EN RED DE SALUD MENTAL CIBERSAM   (Spain)

Author keywords

Development; Functional magnetic resonance imaging (fMRI); Independent component analysis (ICA); Resting state networks (RSN)

Indexed keywords

ADOLESCENCE; ADOLESCENT; ADULT; AGE; ANTERIOR CINGULATE; ARTICLE; BASAL GANGLION; CEREBELLUM; CHILD; CHILDHOOD; CINGULATE GYRUS; CONNECTOME; CORPUS STRIATUM; DEFAULT MODE NETWORK; DEPTH PERCEPTION; EXECUTIVE FUNCTION; FEMALE; FRONTOPARIETAL CORTEX; FUNCTIONAL MAGNETIC RESONANCE IMAGING; FUNCTIONAL NEUROIMAGING; HUMAN; INFERIOR PARIETAL CORTEX; INTELLIGENCE QUOTIENT; LANGUAGE; MALE; MEDIAL ORBITOFRONTAL CORTEX; MEDIAL PREFRONTAL CORTEX; NERVE CELL NETWORK; OLFACTORY CORTEX; POSTCENTRAL GYRUS; PRECUNEUS; PRIORITY JOURNAL; SALIENCE NETWORK; SCHOOL CHILD; SEX; THALAMUS; VENTRAL ATTENTION NETWORK; BRAIN MAPPING; FRONTAL LOBE; PARIETAL LOBE; PHYSIOLOGY; PROCEDURES; SEX DIFFERENCE;

ADOLESCENT; AGE FACTORS; BASAL GANGLIA; BRAIN MAPPING; CHILD; FEMALE; FRONTAL LOBE; GYRUS CINGULI; HUMANS; LANGUAGE; MALE; NERVE NET; PARIETAL LOBE; SEX FACTORS; THALAMUS;

EID: 84949603862     PISSN: 18789293     EISSN: 18789307     Source Type: Journal    
DOI: 10.1016/j.dcn.2015.11.004     Document Type: Article

References (65)

1. E.A. Allen, E. Damaraju, S.M. Plis, E.B. Erhardt, T. Eichele, and V.D. Calhoun Tracking whole-brain connectivity dynamics in the resting state Cereb. Cortex 24 2014 663 676
2. A.D. Barber, B.S. Caffo, J.J. Pekar, and S.H. Mostofsky Developmental changes in within- and between-network connectivity between late childhood and adulthood Neuropsychologia 51 2013 156 167
3. E.L. Bavin, P.H. Wilson, P. Maruff, and F. Sleeman Spatio-visual memory of children with specific language impairment: evidence for generalized processing problems Int. J. Lang. Commun. Disord. 40 2005 319 332
4. C.F. Beckmann, M. de Luca, J.T. Devlin, and S.M. Smith Investigations into resting-state connectivity using independent component analysis Philos. Trans. R. Soc. Lond. B: Biol. Sci. 360 2005 1001 1013
5. E.C. Bell, M.C. Willson, A.H. Wilman, S. Dave, and P.H. Silverstone Males and females differ in brain activation during cognitive tasks Neuroimage 30 2006 529 538
6. M.M. Berl, E.S. Duke, J. Mayo, L.R. Rosenberger, E.N. Moore, J. VanMeter, N.B. Ratner, C.J. Vaidya, and W.D. Gaillard Functional anatomy of listening and reading comprehension during development Brain Lang. 114 2010 115 125
7. S.J. Blakemore Imaging brain development: the adolescent brain Neuroimage 61 2012 397 406
8. S.J. Blakemore, and S. Choudhury Development of the adolescent brain: implications for executive function and social cognition J. Child Psychol. Psychiatry 47 2006 296 312
9. A. Boghi, R. Rasetti, F. Avidano, C. Manzone, L. Orsi, F. D'Agata, P. Caroppo, M. Bergui, P. Rocca, L. Pulvirenti, G.B. Bradac, F. Bogetto, R. Mutani, and P. Mortara The effect of gender on planning: an fMRI study using the Tower of London task Neuroimage 33 2006 999 1010
10. J.R. Booth, D.D. Burman, J.R. Meyer, D.R. Gitelman, T.B. Parrish, and M.M. Mesulam Development of brain mechanisms for processing orthographic and phonologic representations J. Cogn. Neurosci. 16 2004 1234 1249
11. R.L. Buckner, J.R. Andrews-Hanna, and D.L. Schacter The brain's default network: anatomy, function, and relevance to disease Ann. N. Y. Acad. Sci. 1124 2008 1 38
12. E.D. Burgund, H.C. Kang, J.E. Kelly, R.L. Buckner, A.Z. Snyder, S.E. Petersen, and B.L. Schlaggar The feasibility of a common stereotactic space for children and adults in fMRI studies of development Neuroimage 17 2002 184 200
13. V.D. Calhoun, K.A. Kiehl, and G.D. Pearlson Modulation of temporally coherent brain networks estimated using ICA at rest and during cognitive tasks Hum. Brain. Mapp. 29 2008 828 838
14. F. Cauda, F. D'Agata, K. Sacco, S. Duca, G. Geminiani, and A. Vercelli Functional connectivity of the insula in the resting brain Neuroimage 55 2011 8 23
15. M. Corbetta, G. Patel, and G.L. Shulman The reorienting system of the human brain: from environment to theory of mind Neuron 8 2008 306 324
16. H.D. Critchley, and N.A. Harrison Visceral influences on brain and behavior Neuron 77 2013 624 638
17. H.M. de Bie, M. Boersma, S. Adriaanse, D.J. Veltman, A.M. Wink, S.D. Roosendaal, F. Barkhof, C.J. Stam, K.J. Oostrom, H.A. Delemarre-van de Waal, and E.J. Sanz-Arigita Resting-state networks in awake five- to eight-year old children Hum. Brain Mapp. 33 2012 1189 1201
18. N.U. Dosenbach, D.A. Fair, F.M. Miezin, A.L. Cohen, K.K. Wenger, R.A. Dosenbach, M.D. Fox, A.Z. Snyder, J.L. Vincent, M.E. Raichle, B.L. Schlaggar, and S.E. Petersen Distinct brain networks for adaptive and stable task control in humans Proc. Natl. Acad. Sci. U. S. A. 104 2007 11073 11078
19. N.U. Dosenbach, B. Nardos, A.L. Cohen, D.A. Fair, J.D. Power, J.A. Church, S.M. Nelson, G.S. Wig, A.C. Vogel, C.N. Lessov-Schlaggar, K.A. Barnes, J.W. Dubis, E. Feczko, R.S. Coalson, J.R. Pruett Jr., D.M. Barch, S.E. Petersen, and B.L. Schlaggar Prediction of individual brain maturity using fMRI Science 329 2010 1358 1361
20. D.A. Fair, N.U. Dosenbach, J.A. Church, A.L. Cohen, S. Brahmbhatt, M. Miezin, D.M. Barch, M.E. Raichle, S.E. Petersen, and B.L. Schlaggar Development of distinct control networks through segregation and integration Proc. Natl. Acad. Sci. U. S. A. 14 2007 13507 13512
21. D.A. Fair, A.L. Cohen, N.U. Dosenbach, J.A. Church, F.M. Miezin, D.M. Barch, M.E. Raichle, S.E. Petersen, and B.L. Schlaggar The maturing architecture of the brain's default network Proc. Natl. Acad. Sci. U. S. A. 105 2008 4028 4032
22. D.S. Fareri, L. Gabard-Durnam, B. Goff, J. Flannery, D.G. Gee, D.S. Lumian, C. Caldera, and N. Tottenham Normative development of ventral striatal resting state connectivity in humans Neuroimage 118 2015 422 437
23. M.D. Fox, and M.E. Raichle Spontaneous fluctuations in brain activity observed with functional magnetic resonance imaging Nat. Rev. Neurosci. 8 2007 700 711
24. P. Fransson, B. Skiöld, S. Horsch, A. Nordell, M. Blennow, H. Lagercrantz, and U. Aden Resting-state networks in the infant brain Proc. Natl. Acad. Sci. U. S. A. 104 2007 15531 15536
25. W. Gao, H. Zhu, K.S. Giovanello, J.K. Smith, D. Shen, J.H. Gilmore, and W. Lin Evidence on the emergence of the brain's default network from 2-week-old to 2-year-old healthy pediatric subjects Proc. Natl. Acad. Sci. U. S. A. 106 2009 6790 6795
26. B. Geller, B. Zimerman, M. Williams, K. Bolhofner, J.L. Craney, M.P. DelBello, and C. Soutullo Reliability of the Washington University in St, Louis Kiddie Schedule for Affective Disorders and Schizophrenia (WASH-U-KSADS) mania and rapid cycling sections J. Am. Acad. Child Adolesc. Psychiatry 40 2001 450 455
27. E.M. Gordon, J.M. Devaney, S. Bean, and C.J. Vaidya Resting-state striato-frontal functional connectivity is sensitive to DAT1 genotype and predicts executive function Cereb. Cortex 25 2015 336 345
28. R. Halari, T. Sharma, M. Hines, C. Andrew, A. Simmons, and V. Kumari Comparable fMRI activity with differential behavioural performance on mental rotation and overt verbal fluency tasks in healthy men and women Exp. Brain Res. 169 2006 1 14
29. K. Jarbo, and T.D. Verstynen Converging structural and functional connectivity of orbitofrontal, dorsolateral prefrontal, and posterior parietal cortex in the human striatum J. Neurosci. 35 2015 3865 3878
30. D.D. Jolles, M.A. van Buchem, E.A. Crone, and S.A. Rombouts A comprehensive study of whole-brain functional connectivity in children and young adults Cereb. Cortex 21 2011 385 391
31. E.T. Klapwijk, A.L. Goddings, S. Burnett Heyes, G. Bird, R.M. Viner, and S.J. Blakemore Increased functional connectivity with puberty in the mentalising network involved in social emotion processing Horm. Behav. 64 2013 314 322
32. T. Klingberg, H. Forssberg, and H. Westerberg Increased brain activity in frontal and parietal cortex underlies the development of visuospatial working memory capacity during childhood J. Cogn. Neurosci. 14 2002 1 10
33. W. Li, X. Mai, and C. Liu The default mode network and social understanding of others: what do brain connectivity studies tell us Front. Hum. Neurosci. 4 8 2014 74
34. D.S. Margulies, J. Böttger, X. Long, Y. Lv, C. Kelly, A. Schäfer, D. Goldhahn, A. Abbushi, M.P. Milham, G. Lohmann, and A. Villringer Resting developments: a review of fMRI post-processing methodologies for spontaneous brain activity MAGMA 23 2010 289 307
35. K.B. McDermott, S.E. Petersen, J.M. Watson, and J.G. Ojemann A procedure for identifying regions preferentially activated by attention to semantic and phonological relations using functional magnetic resonance imaging Neuropsychologia 41 2003 293 303
36. V. Menon, and L.Q. Uddin Saliency, switching, attention and control: a network model of insula function Brain Struct. Funct. 214 2010 655 667
37. S. Mueller, D. Wang, M.D. Fox, B.T. Yeo, J. Sepulcre, M.R. Sabuncu, R. Shafee, J. Lu, and H. Liu Individual variability in functional connectivity architecture of the human brain Neuron 77 2013 586 595
38. J.D. Power, D.A. Fair, B.L. Schlaggar, and S.E. Petersen The development of human functional brain networks Neuron 67 2010 735 748
39. J.D. Power, K.A. Barnes, A.Z. Snyder, B.L. Schlaggar, and S.E. Petersen Spurious but systematic correlations in functional connectivity MRI networks arise from subject motion Neuroimage 59 2012 2142 2154
40. A. Raznahan, Y. Lee, R. Stidd, R. Long, D. Greenstein, L. Clasen, A. Addington, N. Gogtay, J.L. Rapoport, and J.N. Giedd Longitudinally mapping the influence of sex and androgen signaling on the dynamics of human cortical maturation in adolescence Proc. Natl. Acad. Sci. U. S. A. 107 2010 16988 16993
41. K. Rubia Functional brain imaging across development Eur. Child Adolesc. Psychiatry 22 2013 719 731
42. J.R. Sato, G.A. Salum, A. Gadelha, F.A. Picon, P.M. Pan, G. Vieira, A. Zugman, M.Q. Hoexter, M. Anés, L.M. Moura, M.A. Gomes Del'Aquilla, E. Amaro Jr., P. McGuire, N. Crossley, A. Lacerda, L.A. Rohde, E.C. Miguel, R.A. Bressan, and A.P. Jackowski Age effects on the default mode and control networks in typically developing children J. Psychiatr. Res. 58 2014 89 95
43. S. Schöning, A. Engelien, H. Kugel, S. Schäfer, H. Schiffbauer, P. Zwitserlood, E. Pletziger, P. Beizai, A. Kersting, P. Ohrmann, R.R. Greb, W. Lehmann, W. Heindel, V. Arolt, and C. Konrad Functional anatomy of visuo-spatial working memory during mental rotation is influenced by sex, menstrual cycle, and sex steroid hormones Neuropsychologia 5 2007 3203 3214
44. W.W. Seeley, V. Menon, A.F. Schatzberg, J. Keller, G.H. Glover, H. Kenna, A.L. Reiss, and M.D. Greicius Dissociable intrinsic connectivity networks for salience processing and executive control J. Neurosci. 27 2007 2349 2356
45. W.R. Shirer, S. Ryali, E. Rykhlevskaia, V. Menon, and M.D. Greicius Decoding subject-driven cognitive states with whole-brain connectivity patterns Cereb. Cortex 22 2012 158 165
46. S.M. Smith, P.T. Fox, K.L. Miller, D.C. Glahn, P.M. Fox, C.E. Mackay, N. Filippini, K.E. Watkins, R. Toro, A.R. Laird, and C.F. Beckmann Correspondence of the brain's functional architecture during activation and rest Proc. Natl. Acad. Sci. U. S. A. 106 2009 13040 13045
47. L. Steinberg Cognitive and affective development in adolescence Trends Cogn. Sci. 9 2005 69 74
48. M.C. Stevens, G.D. Pearlson, and V.D. Calhoun Changes in the interaction of resting-state neural networks from adolescence to adulthood Hum. Brain Mapp. 30 2009 2356 2366
49. K. Supekar, L.Q. Uddin, K. Prater, H. Amin, M.D. Greicius, and V. Menon Development of functional and structural connectivity within the default mode network in young children Neuroimage 52 2010 290 301
50. M.E. Thomason, C.E. Chang, G.H. Glover, J.D. Gabrieli, M.D. Greicius, and I.H. Gotlib Default-mode function and task-induced deactivation have overlapping brain substrates in children Neuroimage 41 2008 1493 1503
51. M.E. Thomason, E.L. Dennis, A.A. Joshi, S.H. Joshi, I.D. Dinov, C. Chang, M.L. Henry, R.F. Johnson, P.M. Thompson, A.W. Toga, G.H. Glover, J.D. Van Horn, and I.H. Gotlib Resting-state fMRI can reliably map neural networks in children Neuroimage 55 2011 165 175
52. S. Tisch, P. Silberstein, P. Limousin-Dowsey, and M. Jahanshahi The basal ganglia: anatomy, physiology, and pharmacology Psychiatr. Clin. N. Am. 27 2004 757 799
53. L.Q. Uddin, K. Supekar, and V. Menon Typical and atypical development of functional human brain networks: insights from resting-state FMRI Front. Syst. Neurosci. 4 2010 21
54. L.Q. Uddin, K.S. Supekar, S. Ryali, and V. Menon Dynamic reconfiguration of structural and functional connectivity across core neurocognitive brain networks with development J. Neurosci. 31 2011 18578 18789
55. A.C. van Duijvenvoorde, M. Achterberg, B.R. Braams, S. Peters, and E.A. Crone Testing a dual-systems model of adolescent brain development using resting-state connectivity analyses Neuroimage 10 2015 409 420
56. S.A. Vinette, and S. Bray Variation in functional connectivity along anterior-to-posterior intraparietal sulcus, and relationship with age across late childhood and adolescence Dev. Cogn. Neurosci. 13 2015 32 42
57. D. Wechsler The Wechsler Intelligence Scale for Children III 1994 Paidós Buenos Aires
58. D. Wechsler Wechlser Adult Intelligence Scale III 1999 TEA ediciones Madrid
59. E. Weiss, C.M. Siedentopf, A. Hofer, E.A. Deisenhammer, M.J. Hoptman, C. Kremser, S. Golaszewski, S. Felber, W.W. Fleischhacker, and M. Delazer Sex differences in brain activation pattern during a visuospatial cognitive task: a functional magnetic resonance imaging study in healthy volunteers Neurosci. Lett. 344 2003 169 172
60. I. Weissman-Fogel, M. Moayedi, K.S. Taylor, G. Pope, and K.D. Davis Cognitive and default-mode resting state networks: do male and female brains "rest" differently? Hum. Brain Mapp. 31 2010 1713 1726
61. N. Wenderoth, F. Debaere, S. Sunaert, and S.P. Swinnen The role of anterior cingulate cortex and precuneus in the coordination of motor behaviour Eur. J. Neurosci. 22 2005 235 246
62. K. Wu, Y. Taki, K. Sato, H. Hashizume, Y. Sassa, H. Takeuchi, B. Thyreau, Y. He, A.C. Evans, X. Li, R. Kawashima, and H. Fukuda Topological organization of functional brain networks in healthy children: differences in relation to age, sex, and intelligence PLOS ONE 8 2013 e55347
63. C. Xu, C. Li, H. Wu, Y. Wu, S. Hu, Y. Zhu, W. Zhang, L. Wang, S. Zhu, J. Liu, Q. Zhang, J. Yang, and X. Zhang Gender differences in cerebral regional homogeneity of adult healthy volunteers: a resting-state FMRI study Biomed. Res. Int. 183074 2015 10.1155/2015/183074
64. C. Yan, and Y. Zang DPARSF: a MATLAB toolbox for "pipeline" data analysis of resting-state fMRI Front. Syst. Neurosci. 4 2010 13 10.3389/fnsys.2010.00013
65. B.A. Zielinski, E.D. Gennatas, J. Zhou, and W.W. Seeley Network-level structural covariance in the developing brain Proc. Natl. Acad. Sci. U. S. A. 107 2010 18191 18196