Rich-club organization of the newborn human brain

Proceedings of the National Academy of Sciences of the United States of America

Volumn 111, Issue 20, 2014, Pages 7456-7461

  Ball, Gareth ^a   Aljabar, Paul ^a   Zebari, Sally ^a   Tusor, Nora ^a   Arichi, Tomoki ^a   Merchant, Nazakat ^a   Robinson, Emma C ^b   Ogundipe, Enitan ^c   Rueckert, Daniel ^d   Edwards, A David ^a   Counsell, Serena J ^a  

^a ST THOMAS HOSPITAL   (United Kingdom)

^b UNIVERSITY OF OXFORD   (United Kingdom)

^c CHELSEA AND WESTMINSTER HOSPITAL   (United Kingdom)

^d IMPERIAL COLLEGE LONDON   (United Kingdom)

Author keywords

[No Author keywords available]

Indexed keywords

ARTICLE; BIRTH; BRAIN DEVELOPMENT; CLINICAL ARTICLE; CONTROLLED STUDY; ENVIRONMENTAL FACTOR; GESTATIONAL AGE; GRAY MATTER; HUMAN; INFANT; NEWBORN; PREGNANCY; PREMATURITY; PRIORITY JOURNAL; RICH CLUB ORGANIZATION;

BRAIN DEVELOPMENT; CONNECTOME; PRETERM BIRTH; TRACTOGRAPHY;

BRAIN; BRAIN MAPPING; COGNITION; CONNECTOME; DIFFUSION MAGNETIC RESONANCE IMAGING; FEMALE; HUMANS; INFANT, NEWBORN; INFANT, PREMATURE; MALE; NERVE NET; NEURAL PATHWAYS; PREMATURE BIRTH; TERM BIRTH; TIME FACTORS;

EID: 84901036373     PISSN: 00278424     EISSN: 10916490     Source Type: Journal    
DOI: 10.1073/pnas.1324118111     Document Type: Article

References (69)

1. Felleman DJ, Van Essen DC (1991) Distributed hierarchical processing in the primate cerebral cortex. Cereb Cortex 1(1):1-47.
2. Markov NT, et al. (2013) The role of long-range connections on the specificity of the macaque interareal cortical network. Proc Natl Acad Sci USA 110(13):5187-5192.
3. Sporns O, Honey CJ, Ktter R (2007) Identification and classification of hubs in brain networks. PLoS ONE 2(10):e1049.
4. Buckner RL, et al. (2009) Cortical hubs revealed by intrinsic functional connectivity: Mapping, assessment of stability, and relation to Alzheimers disease. J Neurosci 29(6): 1860-1873.
5. Power JD, Schlaggar BL, Lessov-Schlaggar CN, Petersen SE (2013) Evidence for hubs in human functional brain networks. Neuron 79(4):798-813.
6. van den Heuvel MP, Sporns O (2011) Rich-club organization of the human connectome. J Neurosci 31(44):15775-15786.
7. Colizza V, Flammini A, Serrano MA, Vespignani A (2006) Detecting rich-club ordering in complex networks. Nat Phys 2(2):110-115.
8. Xu X-K, Zhang J, Small M (2010) Rich-club connectivity dominates assortativity and transitivity of complex networks. Phys Rev E Stat Nonlin Soft Matter Phys 82(4 Pt 2): 046117.
9. Gmez-Gardees J, Zamora-Lpez G, Moreno Y, Arenas A (2010) From modular to centralized organization of synchronization in functional areas of the cat cerebral cortex. PLoS ONE 5(8):e12313.
10. Harriger L, van den Heuvel MP, Sporns O (2012) Rich club organization of macaque cerebral cortex and its role in network communication. PLoS ONE 7(9):e46497.
11. Hagmann P, et al. (2010) White matter maturation reshapes structural connectivity in the late developing human brain. Proc Natl Acad Sci USA 107(44):19067-19072.
12. Yap P-T, et al. (2011) Development trends of white matter connectivity in the first years of life. PLoS ONE 6(9):e24678.
13. LaMantia AS, Rakic P (1990) Axon overproduction and elimination in the corpus callosum of the developing rhesus monkey. J Neurosci 10(7):2156-2175.
14. Price DJ, Blakemore C (1985) Regressive events in the postnatal development of association projections in the visual cortex. Nature 316(6030):721-724.
15. Tymofiyeva O, et al. (2013) A DTI-based template-free cortical connectome study of brain maturation. PLoS ONE 8(5):e63310.
16. Doria V, et al. (2010) Emergence of resting state networks in the preterm human brain. Proc Natl Acad Sci USA 107(46):20015-20020.
17. Fransson P, et al. (2007) Resting-state networks in the infant brain. Proc Natl Acad Sci USA 104(39):15531-15536.
18. Amaral LA, Scala A, Barthelemy M, Stanley HE (2000) Classes of small-world networks. Proc Natl Acad Sci USA 97(21):11149-11152.
19. Achard S, Salvador R, Whitcher B, Suckling J, Bullmore E (2006) A resilient, low-frequency, small-world human brain functional network with highly connected association cortical hubs. J Neurosci 26(1):63-72.
20. Shi F, et al. (2011) Infant brain atlases from neonates to 1- and 2-year-olds. PLoS ONE 6(4):e18746.
21. van den Heuvel MP, Kahn RS, Goi J, Sporns O (2012) High-cost, high-capacity backbone for global brain communication. Proc Natl Acad Sci USA 109(28): 11372-11377.
22. Smith SM, Nichols TE (2009) Threshold-free cluster enhancement: Addressing problems of smoothing, threshold dependence and localisation in cluster inference. Neuroimage 44(1):83-98.
23. Ball G, et al. (2013) The influence of preterm birth on the developing thalamocortical connectome. Cortex 49(6):1711-1721.
24. Ball G, et al. (2012) The effect of preterm birth on thalamic and cortical development. Cereb Cortex 22(5):1016-1024.
25. Towlson EK, Vrtes PE, Ahnert SE, Schafer WR, Bullmore ET (2013) The rich club of the C. elegans neuronal connectome. J Neurosci 33(15):6380-6387.
26. Collin G, Sporns O, Mandl RCW, van den Heuvel MP (2013) Structural and functional aspects relating to cost and benefit of rich club organization in the human cerebral cortex. Cereb Cortex, 10.1093/cercor/bht064.
27. Bullmore E, Sporns O (2012) The economy of brain network organization. Nat Rev Neurosci 13(5):336-349.
28. Ratnarajah N, et al. (2013) Structural connectivity asymmetry in the neonatal brain. Neuroimage 75:187-194.
29. Pandit AS, et al. (2013) Whole-brain mapping of structural connectivity in infants reveals altered connection strength associated with growth and preterm birth. Cereb Cortex, 10.1093/cercor/bht086.
30. He BJ, et al. (2007) Breakdown of functional connectivity in frontoparietal networks underlies behavioral deficits in spatial neglect. Neuron 53(6):905-918.
31. Wang L, et al. (2010) Effective connectivity of the fronto-parietal network during attentional control. J Cogn Neurosci 22(3):543-553.
32. Kostovic I, Jovanov-Milosevic N (2006) The development of cerebral connections during the first 20-45 weeks gestation. Semin Fetal Neonatal Med 11(6):415-422.
33. Haynes RL, et al. (2005) Axonal development in the cerebral white matter of the human fetus and infant. J Comp Neurol 484(2):156-167.
34. Vasung L, et al. (2010) Development of axonal pathways in the human fetal frontolimbic brain: Histochemical characterization and diffusion tensor imaging. J Anat 217(4):400-417.
35. Takahashi E, Folkerth RD, Galaburda AM, Grant PE (2012) Emerging cerebral connectivity in the human fetal brain: An MR tractography study. Cereb Cortex 22(2): 455-464.
36. Peng Y-R, et al. (2009) Coordinated changes in dendritic arborization and synaptic strength during neural circuit development. Neuron 61(1):71-84.
37. Bourgeois JP, Rakic P (1993) Changes of synaptic density in the primary visual cortex of the macaque monkey from fetal to adult stage. J Neurosci 13(7):2801-2820.
38. Innocenti GM, Price DJ (2005) Exuberance in the development of cortical networks. Nat Rev Neurosci 6(12):955-965.
39. Kinney HC, Brody BA, Kloman AS, Gilles FH (1988) Sequence of central nervous system myelination in human infancy. II. Patterns of myelination in autopsied infants. J Neuropathol Exp Neurol 47(3):217-234.
40. Ball G, et al. (2013) Development of cortical microstructure in the preterm human brain. Proc Natl Acad Sci USA 110(23):9541-9546.
41. Melbourne A, et al. (2014) Preterm birth affects the developmental synergy between cortical folding and cortical connectivity observed on multimodal MRI. Neuroimage 89:23-34.
42. Van Essen DC (1997) A tension-based theory of morphogenesis and compact wiring in the central nervous system. Nature 385(6614):313-318.
43. Lagercrantz H, Changeux J-P (2009) The emergence of human consciousness: From fetal to neonatal life. Pediatr Res 65(3):255-260.
44. Honey CJ, et al. (2009) Predicting human resting-state functional connectivity from structural connectivity. Proc Natl Acad Sci USA 106(6):2035-2040.
45. van den Heuvel MP, Mandl RCW, Kahn RS, Hulshoff Pol HE (2009) Functionally linked resting-state networks reflect the underlying structural connectivity architecture of the human brain. Hum Brain Mapp 30(10):3127-3141.
46. Deligianni F, et al. (2011) A probabilistic framework to infer brain functional connectivity from anatomical connections. Inf Process Med Imaging 22:296-307.
47. Fransson P, et al. (2013) Early development of spatial patterns of power-law frequency scaling in FMRI resting-state and EEG data in the newborn brain. Cereb Cortex 23(3):638-646.
48. Fransson P, den U, Blennow M, Lagercrantz H (2011) The functional architecture of the infant brain as revealed by resting-state fMRI. Cereb Cortex 21(1):145-154.
49. Dosenbach NUF, et al. (2010) Prediction of individual brain maturity using fMRI. Science 329(5997):1358-1361.
50. Rathbone R, et al. (2011) Perinatal cortical growth and childhood neurocognitive abilities. Neurology 77(16):1510-1517.
51. Boardman JP, et al. (2010) A common neonatal image phenotype predicts adverse neurodevelopmental outcome in children born preterm. Neuroimage 52(2):409-414.
52. Pineda RG, et al. (2014) Alterations in brain structure and neurodevelopmental outcome in preterm infants hospitalized in different neonatal intensive care unit environments. J Pediatr 164(1):52-60.
53. Smith GC, et al. (2011) Neonatal intensive care unit stress is associated with brain development in preterm infants. Ann Neurol 70(4):541-549.
54. Morgan C, McGowan P, Herwitker S, Hart AE, Turner MA (2014) Postnatal head growth in preterm infants: A randomized controlled parenteral nutrition study. Pediatrics 133(1):e120-e128.
55. Uddin LQ, Supekar K, Menon V (2013) Reconceptualizing functional brain connectivity in autism from a developmental perspective. Front Hum Neurosci 7:458.
56. Liston C, Malter Cohen M, Teslovich T, Levenson D, Casey BJ (2011) Atypical prefrontal connectivity in attention-deficit/hyperactivity disorder: Pathway to disease or pathological end point Biol Psychiatry 69(12):1168-1177.
57. Maldonado IL, Mandonnet E, Duffau H (2012) Dorsal fronto-parietal connections of the human brain: A fiber dissection study of their composition and anatomical relationships. Anat Rec (Hoboken) 295(2):187-195.
58. Goldman-Rakic PS, Porrino LJ (1985) The primate mediodorsal (MD) nucleus and its projection to the frontal lobe. J Comp Neurol 242(4):535-560.
59. Yeterian EH, Pandya DN (1993) Striatal connections of the parietal association cortices in rhesus monkeys. J Comp Neurol 332(2):175-197.
60. Cummings JL (1993) Frontal-subcortical circuits and human behavior. Arch Neurol 50(8):873-880.
61. Tournier J-D, Calamante F, Connelly A (2007) Robust determination of the fibre orientation distribution in diffusion MRI: Non-negativity constrained super-resolved spherical deconvolution. Neuroimage 35(4):1459-1472.
62. Tournier JD, Calamante F, Gadian DG, Connelly A (2004) Direct estimation of the fiber orientation density function from diffusion-weighted MRI data using spherical deconvolution. Neuroimage 23(3):1176-1185.
63. Pandit AS, Ball G, Edwards AD, Counsell SJ (2013) Diffusion magnetic resonance imaging in preterm brain injury. Neuroradiology 55(Suppl 2):65-95.
64. Serag A, et al. (2012) Construction of a consistent high-definition spatio-temporal atlas of the developing brain using adaptive kernel regression. Neuroimage 59(3): 2255-2265.
65. Rueckert D, et al. (1999) Nonrigid registration using free-form deformations: Application to breast MR images. IEEE Trans Med Imaging 18(8):712-721.
66. Robinson EC, Hammers A, Ericsson A, Edwards AD, Rueckert D (2010) Identifying population differences in whole-brain structural networks: A machine learning approach. Neuroimage 50(3):910-919.
67. Behrens TE, Berg HJ, Jbabdi S, Rushworth MF, Woolrich MW (2007) Probabilistic diffusion tractography with multiple fibre orientations: What can we gain Neuroimage 34(1):144-155.
68. Rubinov M, Sporns O (2010) Complex network measures of brain connectivity: Uses and interpretations. Neuroimage 52(3):1059-1069.
69. Maslov S, Sneppen K (2002) Specificity and stability in topology of protein networks. Science 296(5569):910-913.