Neuroimaging of reading intervention: A systematic review and activation likelihood estimate meta-analysis

PLoS ONE

Volumn 9, Issue 1, 2014, Pages

  Barquero, Laura A ^a   Davis, Nicole ^a,b,c,d   Cutting, Laurie E ^a,b,c,d  

^a VANDERBILT UNIVERSITY   (United States)

^b VANDERBILT UNIVERSITY MEDICAL CENTER   (United States)

^c VANDERBILT UNIVERSITY SCHOOL OF MEDICINE   (United States)

^d VANDERBILT UNIVERSITY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ACTIVATION LIKELIHOOD ESTIMATE; ALGORITHM; BRAIN REGION; DATA BASE; DYSLEXIA; FUNCTIONAL MAGNETIC RESONANCE IMAGING; HUMAN; INFERIOR FRONTAL GYRUS; INFERIOR PARIETAL LOBULE; INFORMATION RETRIEVAL; INSULA; MAGNETOENCEPHALOGRAPHY; META ANALYSIS (TOPIC); METHODOLOGY; MIDDLE FRONTAL GYRUS; MIDDLE OCCIPITAL GYRUS; MIDDLE TEMPORAL GYRUS; NEUROIMAGING; OCCIPITAL CORTEX; OCCIPITAL GYRUS; POSTCENTRAL GYRUS; POSTERIOR CINGULATE; READING; REVIEW; STATISTICAL MODEL; SUPERIOR FRONTAL GYRUS; SUPERIOR TEMPORAL GYRUS; SYSTEMATIC REVIEW; THALAMUS;

BRAIN; BRAIN MAPPING; DYSLEXIA; HUMANS; MAGNETIC RESONANCE IMAGING; NEUROIMAGING; READING;

EID: 84897508918     PISSN: None     EISSN: 19326203     Source Type: Journal    
DOI: 10.1371/journal.pone.0083668     Document Type: Review

References (139)

1. Stanovich KE (1986) Matthew effects in reading: Some consequences of individual differences in the acquisition of literacy. Read Res Q 21: 360-407.
2. Morgan PL, Farkas G, Hibel J (2008) Matthew effects for whom? Learn Disabil Q 31: 187-198.
3. Fletcher JM (2009) Dyslexia: The evolution of a scientific concept. J Int Neuropsychol Soc 15: 501-508. doi:10.1017/S1355617709090900
4. Torgesen JK, Wagner RK, Rashotte CA, Rose E, Lindamood P, et al. (1999) Preventing reading failure in young children with phonological processing disabilities: Group and individual responses to instruction. J Educ Psychol 91: 579-593.
5. Shankweiler D, Lundquist E, Katz L, Stuebing KK, Fletcher JM, et al. (1999) Comprehension and Decoding: Patterns of Association in Children With Reading Difficulties. Sci Stud Read 3: 69-94. doi:10.1207/s1532799xssr0301-4
6. Nation K, Snowling M (1997) Assessing reading difficulties: The validity and utility of current measures of reading skill. Br J Educ Psychol 67: 359-370. (Pubitemid 127455951)
7. Catts H, Compton DL, Tomblin JB, Bridges MS (2012) Prevalence and nature of late-emerging poor readers. J Educ Psychol 104: 166-181.
8. Compton DL, Fuchs D, Fuchs LS, Elleman AM, Gilbert JK (2008) Tracking children who fly below the radar: Latent transition modeling of students with late-emerging reading disability. Learn Individ Differ 18: 329-337. doi:10.1016/j.lindif.2008.04.003
9. Leach JM, Scarborough HS, Rescorla L (2003) Late-emerging reading disabilities. J Educ Psychol 95: 211-224. doi:10.1037/0022-0663.95.2.211. (Pubitemid 36754805)
10. Lipka O, Lesaux NK, Siegel LS (2006) Retrospective Analyses of the Reading Development of Grade 4 Students with Reading Disabilities: Risk Status and Profiles Over 5 Years. J Learn Disabil 39: 364-378. doi:10.1177/ 00222194060390040901 (Pubitemid 44116452)
11. Torgesen JK (2000) Individual differences in response to early interventions in reading: The lingering problem of treatment resisters. Learn Disabil Res Pract 15: 55-64.
12. Al Otaiba S, Fuchs D (2002) Characteristics of Children Who Are Unresponsive to Early Literacy Intervention: A Review of the Literature. Remedial Spec Educ 23: 300-316. doi:10.1177/07419325020230050501
13. Foorman BR, Francis DJ, Fletcher JM, Schatschneider C, Mehta P (1998) The role of instruction in learning to read: Preventing reading failure in at-risk children. J Educ Psychol 90: 37-55. doi:10.1037//0022-0663.90.1.37
14. Vellutino FR, Scanlon DM, Sipay ER, Small SG, Pratt A, et al. (1996) Cognitive profiles of difficult-to-remediate and readily remediated poor readers: Early intervention as a vehicle for distinguishing between cognitive and experiential deficits as basic causes of specific reading disability. J Educ Psychol 88: 601-638.
15. Vaughn S, Wanzek J, Wexler J, Barth A, Cirino PT, et al. (2009) The relative effects of group size on reading progress of older students with reading difficulties. Read Writ 23: 931-956. doi:10.1007/s11145-009-9183-9
16. Compton DL, Gilbert JK, Jenkins JR, Fuchs D, Fuchs LS, et al. (2012) Accelerating chronically unresponsive children to tier 3 instruction: what level of data is necessary to ensure selection accuracy? J Learn Disabil 45: 204-216. doi:10.1177/0022219412442151
17. National Reading Panel (2000) Teaching children to read: An evidence-based assessment of the scientific research literature on reading and its implications for reading instruction. Washington, DC: National Institues of Health and Human Development.
18. Vaughn S, Gersten R, Chard DJ (2000) The underlying message in LD intervention research: Findings from research syntheses. Except Child 67.
19. Swanson HL (1999) Reading Research for Students with LD: A Meta-Analysis of Intervention Outcomes. J Learn Disabil 32: 504-532. doi:10.1177/ 002221949903200605
20. Bus AG, van IJzendoorn MH (1999) Phonological awareness and early reading: A meta-analysis of experimental training studies. J Educ Psychol 91: 403-414.
21. Nelson JR, Benner GJ, Gonzalez J (2003) Learner characteristics that influence the treatment effectiveness of early literacy interventions: A meta-analytic review. Learn Disabil Res Pract 18: 255-267. (Pubitemid 37224116)
22. Tran L, Sanchez T, Arellano B, Swanson HL (2011) A meta-analysis of the RTI literature for children at risk for reading disabilities. J Learn Disabil 44: 283-295. doi:10.1177/0022219410378447
23. Frith U (2001) What framework should we use for understanding developmental disorders? Dev Neuropsychol 20: 555-563. doi:10.1207/ S15326942DN2002-6
24. Fletcher JM, Lyon GR (2008) Dyslexia: Why precise definitions are important and how we have achieved them. Perspect Lang Lit 34: 27-31.
25. Vellutino FR, Fletcher JM, Snowling MJ, Scanlon DM (2004) Specific reading disability (dyslexia): What have we learned in the past four decades? J Child Psychol Psychiatry 45: 2-40. (Pubitemid 38196253)
26. Leonard CM, Eckert MA (2008) Asymmetry and dyslexia. Dev Neuropsychol 33: 663-681. doi:10.1080/87565640802418597
27. Miller B, McCardle P (2011) Moving closer to a public health model of language and learning disabilities: the role of genetics and the search for etiologies. Behav Genet 41: 1-5. doi:10.1007/s10519-010-9439-9
28. Chein JM, Schneider W (2005) Neuroimaging studies of practice-related change: fMRI and meta-analytic evidence of a domain-general control network for learning. Brain Res Cogn Brain Res 25: 607-623. doi:10.1016/j.cogbrainres.2005. 08.013 (Pubitemid 41774427)
29. Brem S, Bach S, Kucian K, Guttorm TK, Martin E, et al. (2010) Brain sensitivity to print emerges when children learn letter-speech sound correspondences. Proc Natl Acad Sci U S A 107: 7939-7944. doi:10.1073/pnas. 0904402107
30. Gomez-Pinilla F (2008) Brain foods: the effects of nutrients on brain function. Nat Rev Neurosci 9: 568-578. doi:10.1038/nrn2421
31. Day JJ, Sweatt JD (2011) Epigenetic mechanisms in cognition. Neuron 70: 813-829. doi:10.1016/j.neuron.2011.05.019
32. Sweatt JD (2009) Experience-dependent epigenetic modifications in the central nervous system. Biol Psychiatry 65: 191-197. doi:10.1016/j.biopsych. 2008.09.002
33. Vaynman S, Gomez-Pinilla F (2006) Revenge of the ''sit'': how lifestyle impacts neuronal and cognitive health through molecular systems that interface energy metabolism with neuronal plasticity. J Neurosci Res 84: 699-715. doi:10.1002/jnr.20979 (Pubitemid 44366672)
34. Lynch MA (2004) Long-term potentiation and memory. Physiol Rev 84: 87-136. (Pubitemid 38049877)
35. Cooke SF, Bliss TV (2006) Plasticity in the human central nervous system. Brain 129: 1659-1673. doi:10.1093/brain/awl082 (Pubitemid 43999401)
36. Kandel ER (2001) The molecular biology of memory storage: a dialogue between genes and synapses. Science 294: 1030-1038. doi:10.1126/science.1067020
37. Zatorre RJ, Fields RD, Johansen-Berg H (2012) Plasticity in gray and white: neuroimaging changes in brain structure during learning. Nat Neurosci 15: 528-536. doi:10.1038/nn.3045
38. Bredy TW, Lin Q, Wei W, Baker-Andresen D, Mattick JS (2011) MicroRNA regulation of neural plasticity and memory. Neurobiol Learn Mem 96: 89-94. doi:10.1016/j.nlm.2011.04.004
39. Lonze BE, Ginty DD (2002) Function and Regulation of CREB Family Transcription Factors in the Nervous System CREB and its close relatives are now widely accepted. 35: 605-623.
40. Kogan JH, Frankland PW, Blendy JA, Coblentz J, Marowitz Z, et al. (1996) Spaced training induces normal long-term memory in CREB mutant mice. Curr Biol 7: 1-11. (Pubitemid 27058935)
41. Pugh KR, Mencl WE, Jenner AR, Katz L, Frost SJ, et al. (2000) Functional neuroimaging studies of reading and reading disability (developmental dyslexia). Ment Retard Dev Disabil Res Rev 6: 207-213.
42. Pugh KR, Mencl WE, Jenner AR, Katz L, Frost SJ, et al. (2001) Neurobiological studies of reading and reading disability. J Commun Disord 34: 479-492. (Pubitemid 33065668)
43. Schlaggar BL, McCandliss BD (2007) Development of neural systems for reading. Annu Rev Neurosci 30: 475-503. doi:DOI 10.1146/annurev.neuro.28.061604. 135645
44. Shaywitz SE, Shaywitz BA (2008) Paying attention to reading: the neurobiology of reading and dyslexia. Dev Psychopathol 20: 1329-1349. doi:10.1017/S0954579408000631
45. Cohen L, Dehaene S, Chochon F, Lehericy S, Naccache L (2000) Language and calculation within the parietal lobe: a combined cognitive, anatomical and fMRI study. Neuropsychologia 38: 1426-1440. (Pubitemid 30408129)
46. McCandliss BD, Cohen L, Dehaene S (2003) The visual word form area: expertise for reading in the fusiform gyrus. Trends Cogn Sci 7: 293-299. doi:10.1016/s1364-6613(03)00134-7 (Pubitemid 36818922)
47. Price CJ (2012) A review and synthesis of the first 20 years of PET and fMRI studies of heard speech, spoken language and reading. Neuroimage 62: 816-847. doi:10.1016/j.neuroimage.2012.04.062
48. Dehaene S, Cohen L (2011) The unique role of the visual word form area in reading. Trends Cogn Sci 15: 254-262. doi:10.1016/j.tics.2011.04.003
49. Levy J, Pernet C, Treserras S, Boulanouar K, Berry I, et al. (2008) Piecemeal recruitment of left-lateralized brain areas during reading: a spatio-functional account. Neuroimage 43: 581-591. doi:10.1016/j.neuroimage. 2008.08.008
50. Temple E (2002) Brain mechanisms in normal and dyslexic readers. Curr Opin Neurobiol 12: 178-183.
51. Shaywitz SE, Shaywitz BA, Pugh KR, Fulbright RK, Constable RT, et al. (1998) Functional disruption in the organization of the brain for reading in dyslexia. Proc Natl Acad Sci USA 95: 2636-2641. (Pubitemid 28145995)
52. Constable RT, Pugh KR, Berroya E, Mencl WE, Westerveld M, et al. (2004) Sentence complexity and input modality effects in sentence comprehension: an fMRI study. Neuroimage 22: 11-21. doi:DOI 10.1016/j.neuroimage.2004.01.001
53. Cutting LE, Clements AM, Courtney S, Rimrodt SL, Schafer JG, et al. (2006) Differential components of sentence comprehension: beyond single word reading and memory. Neuroimage 29: 429-438. doi:10.1016/j.neuroimage.2005.07.057 (Pubitemid 43063299)
54. Brown TT, Lugar HM, Coalson RS, Miezin FM, Petersen SE, et al. (2005) Developmental changes in human cerebral functional organization for word generation. Cereb cortex 15: 275-290. doi:10.1093/cercor/bhh129 (Pubitemid 40270196)
55. Schlaggar BL, Church JA (2009) Functional Neuroimaging Insights Into the Development of Skilled Reading. Curr Dir Psychol Sci 18: 21-26. doi:DOI10.1111/j.1467-8721.2009.01599.x
56. Church JA, Coalson RS, Lugar HM, Petersen SE, Schlaggar BL (2008) A developmental fMRI study of reading and repetition reveals changes in phonological and visual mechanisms over age. Cereb cortex 18: 2054-2065. doi:10.1093/cercor/bhm228
57. Ben-Shachar M, Dougherty RF, Deutsch GK, Wandell BA (2011) The development of cortical sensitivity to visual word forms. J Cogn Neurosci 23: 2387-2399.
58. McCandliss BD, Noble KG (2003) The development of reading impairment: A cognitive neuroscience model. Ment Retard Dev Disabil Res Rev 9: 196-204. doi:Doi 10.1002/Mrdd.10080
59. Démonet J-F, Taylor MJ, Chaix Y (2004) Developmental dyslexia. Lancet 363: 1451-1460. doi:10.1016/s0140-6736(04)16106-0 (Pubitemid 38586723)
60. Sandak R, Mencl WE, Frost SJ, Pugh KR (2004) The Neurobiological Basis of Skilled and Impaired Reading: Recent Findings and New Directions. Sci Stud Read 8: 273-292. doi:10.1207/s1532799xssr0803-6 (Pubitemid 39056870)
61. Shaywitz SE, Shaywitz BA (2005) Dyslexia (specific reading disability). Biol Psychiatry 57: 1301-1309. doi:10.1016/j.biopsych.2005.01.043 (Pubitemid 40798549)
62. Richlan F (2012) Developmental dyslexia: dysfunction of a left hemisphere reading network. Front Hum Neurosci 6: 120. doi:10.3389/fnhum.2012.00120
63. Eden GF, Jones KM, Cappell K, Gareau L, Wood FB, et al. (2004) Neural changes following remediation in adult developmental dyslexia. Neuron 44: 411-422. doi:10.1016/j.neuron.2004.10.019 (Pubitemid 39423344)
64. Rimrodt SL, Clements-Stephens AM, Pugh KR, Courtney SM, Gaur P, et al. (2009) Functional MRI of Sentence Comprehension in Children with Dyslexia: Beyond Word Recognition. Cereb cortex 19: 402-413. doi:DOI 10.1093/cercor/bhn092
65. Sarkari S, Simos PG, Fletcher JM, Castillo EM, Breier JI, et al. (2002) Contributions of magnetic source imaging to the understanding of dyslexia. Semin Pediatr Neurol 9: 229-238.
66. Simos PG, Fletcher JM, Sarkari S, Billingsley RL, Denton C, et al. (2007) Altering the brain circuits for reading through intervention: a magnetic source imaging study. Neuropsychology 21: 485-496. doi:10.1037/0894-4105.21.4.485 (Pubitemid 47445219)
67. Bach S, Brandeis D, Hofstetter C, Martin E, Richardson U, et al. (2010) Early emergence of deviant frontal fMRI activity for phonological processes in poor beginning readers. Neuroimage 53: 682-693. doi:10.1016/j.neuroimage.2010. 06.039
68. Pugh KR, Frost SJ, Sandak R, Landi N, Rueckl JG, et al. (2008) Effects of stimulus difficulty and repetition on printed word identification: An fMRI comparison of nonimpaired and reading-disabled adolescent cohorts. J Cogn Neurosci 20: 1146-1160. (Pubitemid 351881358)
69. Meyler A, Keller TA, Cherkassky VL, Gabrieli JDE, Just MA (2008) Modifying the brain activation of poor readers during sentence comprehension with extended remedial instruction: A longitudinal study of neuroplasticity. Neuropsychologia 46: 2580-2592. doi:DOI 10.1016/j.neuropsychologia.2008.03.012.
70. Little DM, Thulborn KR (2006) Prototype-distortion category learning: A two-phase learning process across a distributed network. Brain Cogn 60: 233-243. doi:10.1016/j.bandc.2005.06.004
71. Maisog JM, Einbinder ER, Flowers DL, Turkeltaub PE, Eden GF (2008) A meta-analysis of functional neuroimaging studies of dyslexia. Ann N Y Acad Sci 1145: 237-259. doi:10.1196/annals.1416.024
72. Richlan F, Kronbichler M, Wimmer H (2009) Functional Abnormalities in the Dyslexic Brain: A Quantitative Meta-Analysis of Neuroimaging Studies. Hum Brain Mapp 30: 3299-3308. doi:Doi 10.1002/Hbm.20752
73. Richlan F, Kronbichler M, Wimmer H (2011) Meta-analyzing brain dysfunctions in dyslexic children and adults. Neuroimage 56: 1735-1742. doi:DOI 10.1016/j.neuroimage.2011.02.040
74. Richards TL, Aylward EH, Field KM, Grimme AC, Raskind W, et al. (2006) Converging evidence for triple word form theory in children with dyslexia. Dev Neuropsychol 30: 547-589. doi:10.1207/s15326942dn3001-3 (Pubitemid 44300411)
75. Noble KG, McCandliss BD (2005) Reading development and impairment: Behavioral, social, and neurobiological factors. Dev Behav Pediatr 26: 370-378. (Pubitemid 41513061)
76. Shaywitz BA, Lyon GR, Shaywitz SE (2006) The role of functional magnetic resonance imaging in understanding reading and dyslexia. Dev Neuropsychol 30: 613-632. doi:10.1207/s15326942dn3001-5 (Pubitemid 44300413)
77. Shaywitz SE, Morris R, Shaywitz BA (2008) The education of dyslexic children from childhood to young adulthood. Annu Rev Psychol 59: 451-475. doi:10.1146/annurev.psych.59.103006.093633
78. Davis N, Fan Q, Compton DL, Fuchs D, Fuchs LS, et al. (2010) Influences of Neural Pathway Integrity on Children's Response to Reading Instruction. Front Syst Neurosci 4: 150. doi:10.3389/fnsys.2010.00150
79. Keller TA, Just MA (2009) Altering cortical connectivity: remediation-induced changes in the white matter of poor readers. Neuron 64: 624-631. doi:10.1016/j.neuron.2009.10.018
80. Gebauer D, Fink A, Filippini N, Johansen-Berg H, Reishofer G, et al. (2011) Differences in integrity of white matter and changes with training in spelling impaired children: a diffusion tensor imaging study. Brain Struct Funct. doi:10.1007/s00429-011-0371-4
81. Krafnick AJ, Flowers DL, Napoliello EM, Eden GF (2011) Gray matter volume changes following reading intervention in dyslexic children. Neuroimage 57: 733-741. doi:10.1016/j.neuroimage.2010.10.062
82. Spironelli C, Penolazzi B, Vio C, Angrilli A (2010) Cortical reorganization in dyslexic children after phonological training: evidence from early evoked potentials. Brain 133: 3385-3395. doi:10.1093/brain/awq199
83. Lovio R, Halttunen A, Lyytinen H, Näätänen R, Kujala T (2012) Reading skill and neural processing accuracy improvement after a 3-hour intervention in preschoolers with difficulties in reading-related skills. Brain Res 1448: 42-55. doi:10.1016/j.brainres.2012.01.071
84. Richards TL, Corina D, Serafini S, Steury K, Echelard DR, et al. (2000) Effects of a phonologically driven treatment for dyslexia on lactate levels measured by proton MR spectroscopic imaging. Am J Neuroradiol 21: 916-922. (Pubitemid 30262839)
85. Richards TL, Berninger VW, Aylward EH, Richards AL, Thomson JB, et al. (2002) Reproducibility of proton MR spectroscopic imaging (PEPSI): comparison of dyslexic and normal-reading children and effects of treatment on brain lactate levels during language tasks. Am J Neuroradiol 23: 1678-1685. (Pubitemid 35304103)
86. Costanzo F, Menghini D, Caltagirone C, Oliveri M, Vicari S (2012) High frequency rTMS over the left parietal lobule increases non-word reading accuracy. Neuropsychologia 50: 2645-2651. doi:10.1016/j.neuropsychologia.2012. 07.017
87. Turkeltaub PE, Benson J, Hamilton RH, Datta A, Bikson M, et al. (2012) Left lateralizing transcranial direct current stimulation improves reading efficiency. Brain Stimul 5: 201-207. doi:10.1016/j.brs.2011.04.002
88. Turkeltaub PE, Eden GF, Jones KM, Zeffiro TA (2002) Meta-Analysis of the Functional Neuroanatomy of Single-Word Reading: Method and Validation. Neuroimage 16: 765-780. doi:10.1006/nimg.2002.1131 (Pubitemid 34852439)
89. Laird AR (n.d.) GingerALE 2.1.1. Brainmap website. Available: http://www.brainmap.org. Accessed: 27 Marh 2012.
90. Laird AR, Fox PM, Price CJ, Glahn DC, Uecker AM, et al. (2005) ALE meta-analysis: controlling the false discovery rate and performing statistical contrasts. Hum Brain Mapp 25: 155-164. doi:10.1002/hbm.20136 (Pubitemid 40656201)
91. Eickhoff SB, Laird AR, Grefkes C, Wang LE, Zilles K, et al. (2009) Coordinate-based activation likelihood estimation meta-analysis of neuroimaging data: a random-effects approach based on empirical estimates of spatial uncertainty. Hum Brain Mapp 30: 2907-2926. doi:10.1002/hbm.20718
92. Turkeltaub PE, Eickhoff SB, Laird AR, Fox M, Wiener M, et al. (2012) Minimizing within-experiment and within-group effects in Activation Likelihood Estimation meta-analyses. Hum Brain Mapp 33: 1-13. doi:10.1002/hbm.21186
93. Laird AR (2011) User Manual for GingerALE 2.1. Brainmap website. Available: http://www.brainmap.org. Accessed: 27 Mar 2012.
94. Moher D, Liberati A, Tetzlaff J, Altman DG, The PRISMA Group (2009) Preferred reporting items for systematic reviews and meta-analyses: The PRISMA statement. PLoS Med 6: 1-6. doi:10.1371/
95. Lancaster JL, Tordesillas-Gutierrez D, Martinez M, Salinas F, Evans A, et al. (2007) Bias between MNI and Talairach coordinates analyzed using the ICBM-152 brain template. Hum Brain Mapp 28: 1194-1205. (Pubitemid 350077483)
96. Laird AR, Robinson JL, McMillan KM, Tordesillas-Gutierrez D, Moran ST, et al. (2010) Comparison of the disparity between Talairach and MNI coordinates in functional neuroimaging data: Validation of the Lancaster transform. Neuroimage 51: 677-683.
97. Eickhoff SB, Bzdok D, Laird AR, Kurth F, Fox PT (2012) Activation like-lihood estimation revisited. Neuroimage 59: 2349-2361.
98. Temple E, Deutsch GK, Poldrack RA, Miller SL, Tallal P, et al. (2003) Neural deficits in children with dyslexia ameliorated by behavioral remediation: Evidence from functional MRI. Proc Natl Acad Sci U S A 100: 2860-2865. doi:DOI 10.1073/pnas.0030098100
99. Richards TL, Aylward EH, Berninger VW, Field KM, Grimme AC, et al. (2006) Individual fMRI activation in orthographic mapping and morpheme mapping after orthographic or morphological spelling treatment in child dyslexics. J Neurolinguistics 19: 56-86. doi:DOI 10.1016/j.jneuroling.2005.07.003
100. Yamada Y, Stevens C, Dow M, Harn BA, Chard DJ, et al. (2011) Emergence of the neural network for reading in five-year-old beginning readers of different levels of pre-literacy abilities: an fMRI study. Neuroimage 57: 704-713. doi:10.1016/j.neuroimage.2010.10.057
101. Gebauer D, Fink A, Kargl R, Reishofer G, Koschutnig K, et al. (2012) Differences in brain function and changes with intervention in children with poor spelling and reading abilities. PLoS One 7: e38201. doi:10.1371/journal. pone.0038201
102. Shaywitz BA, Shaywitz SE, Blachman BA, Pugh KR, Fulbright RK, et al. (2004) Development of left occipitotemporal systems for skilled reading in children after a phonologically- based intervention. Biol Psychiatry 55: 926-933. doi:10.1016/j.biopsych.2003.12.019 (Pubitemid 38526305)
103. Odegard TN, Ring J, Smith S, Biggan J, Black J (2008) Differentiating the neural response to intervention in children with developmental dyslexia. Ann Dyslexia 58: 1-14. doi:10.1007/s11881-008-0014-5
104. Mango version 2.6 (2012). Res Imaging Inst website. Available: http://ric.uthscsa.edu/mango/. Accessed: 20 Feb 2013.
105. Aylward EH, Richards TL, Berninger VW, Nagy WE, Field KM, et al. (2003) Instructional treatment associated with changes in brain activation in children with dyslexia. Neurology 61: 212-219. (Pubitemid 36875303)
106. Richards TL, Berninger VW (2008) Abnormal fMRI connectivity in children with dyslexia during a phoneme task: Before but not after treatment. J Neurolinguistics 21: 294-304. doi:DOI 10.1016/j.jneuroling.2007.07.002
107. Farris EA, Odegard TN, Miller HL, Ring J, Allen G, et al. (2011) Functional connectivity between the left and right inferior frontal lobes in a small sample of children with and without reading difficulties. Neurocase 17: 425-439.
108. Hoeft F, McCandliss BD, Black JM, Gantman A, Zakerani N, et al. (2011) Neural systems predicting long-term outcome in dyslexia. Proc Natl Acad Sci U S A 108: 361-366. doi:DOI 10.1073/pnas.1008950108
109. Hoeft F, Ueno T, Reiss AL, Meyler A, Whitfield-Gabrieli S, et al. (2007) Prediction of children's reading skills using behavioral, functional, and structural neuroimaging measures. Behav Neurosci 121: 602-613. doi:Doi10.1037/0735-7044.121.3.602
110. Simos PG, Fletcher JM, Sarkari S, Billingsley RL, Francis DJ, et al. (2005) Early development of neurophysiological processes involved in normal reading and reading disability: a magnetic source imaging study. Neuropsychology 19: 787-798. doi:10.1037/0894-4105.19.6.787 (Pubitemid 41803525)
111. Simos PG, Fletcher JM, Bergman E, Breier JI, Foorman BR, et al. (2002) Dyslexia-specific brain activation profile becomes normal following successful remedial training. Neurology 58: 1203-1213. (Pubitemid 34411864)
112. Rezaie R, Simos PG, Fletcher JM, Cirino PT, Vaughn S, et al. (2011) Engagement of temporal lobe regions predicts response to educational interventions in adolescent struggling readers. Dev Neuropsychol 36: 869-888. doi:Doi 10.1080/87565641.2011.606404
113. Rezaie R, Simos PG, Fletcher JM, Cirino PT, Vaughn S, et al. (2011) Temporo-parietal brain activity as a longitudinal predictor of response to educational interventions among middle school struggling readers. J Int Neuropsychol Soc 17: 875-885. doi:10.1017/S1355617711000890
114. Davis N, Barquero L, Compton DL, Fuchs LS, Fuchs D, et al. (2011) Functional correlates of children's responsiveness to intervention. Dev Neuropsychol 36: 288-301.
115. Simos PG, Fletcher JM, Sarkari S, Billingsley-Marshall R, Denton CA, et al. (2007) Intensive instruction affects brain magnetic activity associated with oral word reading in children with persistent reading disabilities. J Learn Disabil 40: 37-48.
116. Bach S, Richardson U, Brandeis D, Martin E, Brem S (n.d.) Print-specific multimodal brain activation in kindergarten improves prediction of reading skills in second grade. Neuroimage. doi:10.1016/j.neuroimage.2011.07.023
117. Hampshire A, Chamberlain SR, Monti MM, Duncan J, Owen AM (2010) The role of the right inferior frontal gyrus: inhibition and attentional control. Neuroimage 50: 1313-1319. doi:10.1016/j.neuroimage.2009.12.109
118. Menon V, Uddin LQ (2010) Saliency, switching, attention and control: a network model of insula function. Brain Struct Funct 214: 655-667. doi:10.1007/s00429-010-0262-0
119. Hebb AO, Ojemann GA (2012) The thalamus and language revisited. Brain Lang. doi:10.1016/j.bandl.2012.06.010
120. Leech R, Braga R, Sharp DJ (2012) Echoes of the brain within the posterior cingulate cortex. J Neurosci 32: 215-222. doi:10.1523/JNEUROSCI.3689- 11.2012
121. Torta DM, Cauda F (2011) Different functions in the cingulate cortex, a meta-analytic connectivity modeling study. Neuroimage 56: 2157-2172. doi:10.1016/j.neuroimage.2011.03.066
122. Sandak R, Mencl WE, Frost SJ, Rueckl JG, Katz L, et al. (2004) The neurobiology of adaptive learning n reading: A contrast of different training conditions. Cogn Affect Behav Neurosci 4: 67-88. (Pubitemid 38787910)
123. Poldrack RA, Fletcher PC, Henson RN, Worsley KJ, Brett M, et al. (2008) Guidelines for reporting an fMRI study. Neuroimage 40: 409-414. doi:10.1016/j.neuroimage.2007.11.048
124. Koyama MS, Kelly C, Shehzad Z, Penesetti D, Castellanos FX, et al. (2010) Reading networks at rest. Cereb cortex 20: 2549-2559. doi:10.1093/cercor/bhq005
125. Clements-Stephens AM, Materek AD, Eason SH, Scarborough HS, Pugh KR, et al. (2012) Neural circuitry associated with two different approaches to novel word learning. Dev Cogn Neurosci 2 Suppl 1: S99-113. doi:10.1016/j.dcn.2011.06. 001
126. Richards TL (2001) Functional magnetic resonance imaging and spectroscopic imaging of the brain: Application of fMRI and fMRS to reading disabilities and education. Learn Disabil Q 24: 189-203.
127. Blachman BA, Schatschneider C, Fletcher JM, Clonan SM (2003) Early reading intervention: A classroom prevention study and a remediation study. In: Foorman BR, editor. Preventing and Remediating Reading Difficulties: Bringing Science to Scale. Timonium: York Press. pp. 253-271.
128. Mathes PG, Denton C, Fletcher JM, Anthony JL, Francis DJ, et al. (2005) The effects of theoretically different instruction and student characteristics on the skills of struggling readers. Read Res Q 40: 148-182. doi:10.1598/RRQ.40.2.2 (Pubitemid 40696613)
129. Berninger VW, Winn WD, Stock P, Abbott RD, Eschen K, et al. (2007) Tier 3 specialized writing instruction for students with dyslexia. Read Writ 21: 95-129. doi:10.1007/s11145-007-9066-x
130. Winn W, Berninger V, Richards T, Aylward E, Stock P, et al. (2006) Effects of nonverbal problem solving treatment on skills for externalizing visual representation in upper elementary grade students with and without dyslexia. J Educ Comput Res 34: 381-404.
131. McGuiness C, McGuiness D, McGuiness G (1996) Phono-Graphix: A new method for remediating reading difficulties. Ann Dyslexia 46: 73-96. (Pubitemid 127050592)
132. Ihnot C, Mastoff J, Gavin J, Hendrickson L (2001) Read naturally. St. Paul, MN: Read Naturally.
133. Avrit K, Allen C, Carlsen K, Gross M, Pierce D, et al. (2006) Take flight: A comprehensive intervention for students with dyslexia. Dallas: Texas Scottish Rite Hospital for Children.
134. Vaughn S, Cirino PT, Wanzek J, Wexler J, Fletcher JM, et al. (2010) Response to intervention for middle school students with reading difficulties: Effects of a primary and secondary intervention. School Psych Rev 39: 3-21.
135. Kame'enui E, Simmons D (2003) Early reading intervention. Scott-Foresman Publishing.
136. May P, Vieluf U, Malitzky V (2000) Hamburger Schreibprobe: Diagnose orthographischer Kompetenz. Hamburg, Germany: Verlag für pädagogische Medien.
137. Lyytinen H, Ronimus M, Alanko A, Poikkeus A-M, Taanila M (2007) Early identification of dyslexia and the use of computer game-based practice to support reading acquisition. Nord Psychol 59: 109-126. doi:10.1027/1901-2276.59. 2.109
138. Lyytinen H, Erskine J, Kujala J, Ojanen E, Richardson U (2009) In search of a science-based application: a learning tool for reading acquisition. Scand J Psychol 50: 668-675. doi:10.1111/j.1467-9450.2009.00791.x
139. Saine NL, Lerkkanen M-K, Ahonen T, Tolvanen A, Lyytinen H (2011) Computer-assisted remedial reading intervention for school beginners at risk for reading disability. Child Dev 82: 1013-1028. doi:10.1111/j.1467-8624.2011. 01580.x