Functional network architecture of reading-related regions across development

Brain and Language

Volumn 125, Issue 2, 2013, Pages 231-243

  Vogel, Alecia C ^a   Church, Jessica A ^a   Power, Jonathan D ^a   Miezin, Fran M ^a   Petersen, Steven E ^a,b   Schlaggar, Bradley L ^a  

^a WASHINGTON UNIVERSITY SCHOOL OF MEDICINE   (United States)

^b WASHINGTON UNIVERSITY   (United States)

Author keywords

Child; Functional connectivity; Graph theory; Resting state

Indexed keywords

ADOLESCENT; ADULT; ARTICLE; BOLD SIGNAL; BRAIN DEVELOPMENT; BRAIN REGION; CHILD; FEMALE; FRONTAL LOBE; FUNCTIONAL MAGNETIC RESONANCE IMAGING; HUMAN; HUMAN EXPERIMENT; MALE; NEUROPHYSIOLOGY; NORMAL HUMAN; NUCLEAR MAGNETIC RESONANCE IMAGING; PARIETAL LOBE; READING; RESTING STATE FUNCTIONAL CONNECTIVITY;

ADOLESCENT; ADULT; BRAIN; BRAIN MAPPING; CHILD; FEMALE; HUMANS; MAGNETIC RESONANCE IMAGING; MALE; NERVE NET; NEURAL PATHWAYS; READING; REST; YOUNG ADULT;

EID: 84876473848     PISSN: 0093934X     EISSN: 10902155     Source Type: Journal    
DOI: 10.1016/j.bandl.2012.12.016     Document Type: Article

References (70)

1. Binder J.R., Medler D.A., Desai R., Conant L.L., Liebenthal E. Some neurophysiological constraints on models of word naming. Neuroimage 2005, 27(3):677-693.
2. Binder J.R., Desai R., Graves W.W., Conant L.L. Where is the semantic system? A critical review and meta-analysis of 120 functional neuroimaging studies. Cerebral Cortex 2009, 19(12):2767-2796.
3. Biswal B., Yetkin F.Z., Haughton V.M., Hyde J.S. Functional connectivity in the motor cortex of resting human brain using echo-planar MRI. Magnetic Resonance in Medicine 1995, 34(4):537-541.
4. Bitan T., Booth J.R., Choy J., Burman D.D., Gitelman D.R., Mesulam M.M. Shifts of effective connectivity within a language network during rhyming and spelling. Journal of Neuroscience 2005, 25:5397-5403.
5. Bitan T., Burman D.D., Lu D., Cone N.E., Gitelman D.R., Mesulam M.M., et al. Weaker top-down modulation from the left inferior frontal gyrus in children. Neuroimage 2006, 33(3):991-998.
6. Bitan T., Cheon J., Lu D., Burman D.D., Gitelman D.R., Mesulam M.M., et al. Developmental changes in activation and effective connectivity in phonological processing. Neuroimage 2007, 38(3):564-575.
7. Booth J.R., Burman D.D., Meyer J.R., Gitelman D.R., Parrish T.B., Mesulam M.M. Development of brain mechanisms for processing orthographic and phonologic representations. Journal of Cognitive Neuroscience 2004, 16(7):1234-1249.
8. Brem S., Bach S., Kucian K., Guttorm T.K., Martin E., Lyytinen H., et al. Brain sensitivity to print emerges when children learn letter-speech sound correspondences. Proceedings of the National Academy of Sciences 2010, 107(17):7939-7944.
9. Brown T.T., Lugar H.M., Coalson R.S., Miezin F.M., Petersen S.E., Schlaggar B.L. Developmental changes in human cerebral functional organization for word generation. Cerebral Cortex 2005, 15:275-290.
10. Bullmore E., Sporns O. Complex brain networks: Graph theoretical analysis of structural and functional systems. Nature Reviews Neuroscience 2009, 10:186-198.
11. Chou T.L., Booth J.R., Burman D.D., Bitan T., Bigio J.D., Lu D., et al. Developmental changes in the neural correlates of semantic processing. Neuroimage 2006, 29(4):1141-1149.
12. Church J.A., Balota D.A., Petersen S.E., Schlaggar B.L. Manipulation of length and lexicality localizes the functional neuroanatomy of phonological processing in adult readers. Journal of Cognitive Neuroscience 2011, 23(6):1475-1493.
13. Church J.A., Coalson R.S., Lugar H.M., Petersen S.E., Schlaggar B.L. A developmental fMRI study of reading and repetition reveals changes in phonological and visual mechanisms over age. Cerebral Cortex 2008, 18(9):2054-2065.
14. Cohen L., Dehaene S. Specialization within the ventral stream: The case for the visual word form area. Neuroimage 2004, 22(1):466-476.
15. Dehaene S., Cohen L. The unique role of the visual word form area in reading. Trends in Cognitive Sciences 2011, 15(6):254-262.
16. Dosenbach N.U.F., Fair D.A., Cohen A.L., Schlaggar B.L., Petersen S.E. A dual-networks architecture of top-down control. Trends in Cognitive Sciences 2008, 12(3):99-105.
17. Dosenbach N.U.F., Fair D.A., Miezin F.M., Cohen A.L., Wenger K.K., Dosenbach R.A.T., et al. Distinct brain networks for adaptive and stable task control in humans. Proceedings of the National Academy of Sciences of the United States of America 2007, 104(26):11073-11078.
18. Eichler M. A graphical approach for evaluating effective connectivity in neural systems. Philosophical Transactions of the Royal Society of London. Series B, Biological sciences 2005, 360(1457):953-967.
19. Fair D.A., Dosenbach N.U.F., Church J.A., Cohen A.L., Brahmbhatt S., Miezin F.M., et al. Development of distinct control networks through segregation and integration. Proceedings of the National Academy of Sciences of the United States of America 2007, 104(33):13507-13512.
20. Fiez J., Balota D., Raichle M., Petersen S. Effects of lexicality, frequency, and spelling-to-sound consistency on the functional anatomy of reading. Neuron 1999, 24(1):205-218.
21. Fiez J., Petersen S. Neuroimaging studies of word reading. Proceedings of the National Academy of Sciences of the United States of America 1998, 95(3):914-921.
22. Fortunato S. Community detection in graphs. Physics Reports 2010, 486(3-5):75-174.
23. Fox M.D., Raichle M.E. Spontaneous fluctuations in brain activity observed with functional magnetic resonance imaging. Nature Reviews Neuroscience 2007, 8:700-711.
24. Fox M.D., Snyder A.Z., Vincent J.L., Corbetta M., Van Essen D.C., Raichle M.E. The human brain is intrinsically organized into dynamic, anticorrelated functional networks. Proceedings of the National Academy of Sciences of the United States of America 2005, 102(27):9673-9678.
25. Fox M.D., Zhang D., Snyder A.Z., Raichle M.E. The global signal and observed anticorrelated resting state brain networks. Journal of Neurophysiology 2009, 101(6):3270-3283.
26. Friston K.J., Harrison L., Penny W. Dynamic causal modelling. Neuroimage 2003, 19(4):1273-1302.
27. Gitelman D.R., Nobre A.C., Sonty S., Parrish T.B., Mesulam M.M. Language network specializations: An analysis with parallel task designs and functional magnetic resonance imaging. Neuroimage 2005, 26(4):975-985.
28. Granger C.W.J. Investigating causal relations by econometric models and cross-spectral methods. Econometrica 1969, 37(3):424-438.
29. Graves W.W., Desai R., Humphries C., Seidenberg M.S., Binder J.R. Neural systems for reading aloud: A multiparametric approach. Cerebral Cortex 2010, 20(8):1799-1815.
30. Greicius M., Krasnow B., Reiss A., Menon V. Functional connectivity in the resting brain: A network analysis of the default mode hypothesis. Proceedings of the National Academy of Sciences of the United States of America 2003, 100(1):253-258.
31. Hampson M., Tokoglu F., Sun Z., Schafer R.J., Skudlarski P., Gore J.C., et al. Connectivity-behavior analysis reveals that functional connectivity between left BA39 and Broca's area varies with reading ability. Neuroimage 2006, 31(2):513-519.
32. Honey C.J., Sporns O., Cammoun L., Gigandet X., Thiran J.P., Meuli R., et al. Preducting human resting-state functional connectivity from structural connectivity. Proceedings of the National Academy of Sciences of the United States of America 2009, 106(6):2035-2040.
33. Horwitz B., Rumse J.M., Donohue B.C. Functional connectivity of the angular gyrus in normal reading and dyslexia. Proceedings of the National Academy of Sciences of the United States of America 1998, 95(15):8939-8944.
34. Hunter J.E., Schmidt F.L. Methods of meta-analysis: Correcting error and bias in research findings 1990, Sage, Newbury Park, CA.
35. Jobard G., Crivello F., Tzourio-Mazoyer N. Evaluation of the dual route theory of reading: A metanalysis of 35 neuroimaging studies. Neuroimage 2003, 20(2):693-712.
36. Koyama M.S., Kelly C., Shehzad Z., Penesetti D., Castellanos F.X., Milham M.P. Reading networks at rest. Cerebral Cortex 2010, 20(11):2549-2559.
37. Lancaster J.L., Glass T.G., Lankipalli B.R., Downs H., Mayberg H., Fox P.T. A modality-independent approach to spatial normalization of tomographic images of the human brain. Human Brain Mapping 1995, 3:209-223.
38. Lewis C.M., Baldassarre A., Committeri G., Romani G.L., Corbetta M. Learning sculpts the spontaneous activity of the resting human brain. Proceedings of the National Academy of Sciences of the United States of America 2009, 106(41):17558-17563.
39. Lowe M.J., Mock B.J., Sorensen J.A. Functional connectivity in single and multislice echo-planar imaging using resting state fluctuations. Neuroimage 1998, 7(2):119-132.
40. Maurer U., Brem S., Bucher K., Brandeis D. Emerging neurophysiological specialization for letter strings. Journal of Cognitive Neuroscience 2005, 17(10):1532-1552.
41. McCandliss B.D., Cohen L., Dehaene S. The visual word form area: Expertise for reading in the fusiform gyrus. Trends in Cognitive Sciences 2003, 7(7):293-299.
42. Mechelli A., Gorno-Tempini M.L., Price C.J. Neuroimaging studies of word and pseudoword reading: Consistencies, inconsistencies, and limitations. Journal of Cognitive Neuroscience 2003, 15(2):260-271.
43. Miezin F.M., Maccotta L., Ollinger J.M., Petersen S.E., Buckner R.L. Characterizing the hemodynamic response: Effects of presentation rate, sampling procedure, and the possibility of ordering brain activity based on relative timing. Neuroimage 2000, 11:735-759.
44. Newman M.E. Properties of highly clustered networks. Physical Review E: Statistical, Nonlinear, and Soft Matter Physics 2003, 68(2 Pt 2):026121.
45. Newman M.E. Modularity and community structure in networks. Proceedings of the National Academy of Sciences of the United States of America 2006, 103(23):8577-8582.
46. Newman M.E., Girvan M. Finding and evaluating community structure in networks. Physical Review E: Statistical, Nonlinear, and Soft Matter Physics 2004, 69(2 Pt 2):026113.
47. Polk T.A., Stallcup M., Aguirre G.K., Alsop D.C., D'Esposito M., Detre J.A., et al. Neural specialization for letter recognition. Journal of Cognitive Neuroscience 2002, 14(2):145-159.
48. Power J.D., Barnes K.A., Snyder A.Z., Schlaggar B.L., Petersen S.E. Spurious but systematic correlations in functional connectivity MRI networks arise from subject motion. Neuroimage 2012, 59(3):2142-2154.
49. Power J.D., Cohen A.L., Nelson S.M., Wig G.S., Barnes K.A.B., Church J.A., et al. Functional network organization of the human brain. Neuron 2011, 72(4):665-678.
50. Price C.J., Devlin J.T. The myth of the visual word form area. Neuroimage 2003, 19:473-481.
51. Price C.J., Devlin J.T. The interactive account of ventral occipitotemporal contributions to reading. Trends in Cognitive Sciences 2011, 15(6):246-253.
52. Puce A., Allison T., Asgari M., Gore J.C., McCarthy G. Differential sensitivity of human visual cortex to faces, letterstrings, and textures: A functional magnetic resonance imaging study. Journal of Neuroscience 1996, 16(16):5205-5215.
53. Pugh K.R., Shaywitz B.A., Shaywitz S.E., Constable R.T., Skudlarski P., Fulbright R.K., et al. Cerebral organization of component processes in reading. Brain 1996, 119(Pt 4):1221-1238.
54. Rosvall M., Bergstrom C.T. Maps of random walks on complex networks reveal community structure. Proceedings of the National Academy of Sciences of the United States of America 2008, 105(4):1118-1123.
55. Sandak R., Mencl W.E., Frost S.J., Rueckl J.G., Katz L., Moore D.L., et al. The neurobiology of adaptive learning in reading: A contrast of different training conditions. Cognitive Affective and Behavioral Neuroscience 2004, 4(1):67-88.
56. Schlaggar B.L., Brown T., Lugar H., Visscher K. Functional neuroanatomical differences between adults and school-age children in the processing of single words. Science 2002, 296:1476-1479.
57. Schlaggar B.L., Church J.A. Functional neuroimaging insights into the development of skilled reading. Current Directions in Psychological Science 2009, 18(1):21-26.
58. Schlaggar B.L., McCandliss B.D. Development of neural systems for reading. Annual Review of Neuroscience 2007, 30:475-503.
59. Seghier M.L., Price C.J. Functional heterogeneity within the default network during semantic processing and speech production. Frontiers in Psychology 2012, 2(281). (epub 13.08.12).
60. Snyder A.Z. Difference image vs. ratio image error function forms in PET-PET realignment. Quantification of brain function using PET 1996, 131-137. Academic Press, San Diego, CA. R. Myer, V.J. Cunningham, D.L. Bailey, T. Jones (Eds.).
61. Sporns O., Chialvo D.R., Kaiser M., Hilgetag C.C. Organization, development and function of complex brain networks. Trends in Cognitive Sciences 2004, 8(9):418-425.
62. Talairach J., Tournoux P. Co-planar stereotaxic atlas of the human brain (M. Rayport, Trans.) 1988, Thieme Medical Publishers, Inc., New York.
63. Tarkiainen A., Helenius P., Hansen P.C., Cornelissen P.L., Salmelin R. Dynamics of letter string perception in the human occipitotemporal cortex. Brain 1999, 122(Pt 11):2119-2132.
64. Turkeltaub P.E., Eden G.F., Jones K.M., Zeffiro T.A. Meta-analysis of the functional neuroanatomy of single-word reading: Method and validation. Neuroimage 2002, 16(3 Pt 1):765-780.
65. Vigneau M., Beaucousin V., Herve P.Y., Duffau H., Crivello F., Houde O., et al. Meta-analyzing left hemisphere language areas: Phonology, semantics, and sentence processing. Neuroimage 2006, 30(4):1414-1432.
66. Vinckier F., Dehaene S., Jobert A., Dubus J.P., Sigman M., Cohen L. Hierarchical coding of letter strings in the ventral stream: Dissecting the inner organization of the visual word-form system. Neuron 2007, 55(1):143-156.
67. Vogel, A. C., Miezin, F. M., Petersen, S. E., & Schlaggar, B. L. (2011). The putative visual word form area is functionally connected to the dorsal attention network. Cerebral Cortex (epub ahead of print).
68. Vogel, A.C., Petersen, S. E., & Schlaggar, B. L. (2012). The left occipito-temporal cortex does not show preferential activity for words. Cerebral Cortex (epub ahead of print).
69. Vourkas M., Micheloyannia S., Simos P.G., Razaie R., Fletcher J.M., Cirino P.T., et al. Dynamic task-specific brain network connectivity in children with severe reading difficulties. Neuroscience Letters 2011, 488:123-128.
70. Yeo B.T., Krienen L.T., Sepulcre J., Sabuncu M.R., Lashkari D., Hollinshead M., et al. The organization of human cerebral cortex estimated by intrinsic functional connectivity. Journal of Neurophysiology 2011, 106(3):1125-1165.