Cited by 110Reading and Literacy DevelopmentNeurobiology of Language and BilingualismTactile and Sensory Interactions

A combined fMRI study of typed spelling and reading

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Purcell, Jeremy J., Napoliello, Eileen M., Eden, Guinevere F.·2011·NeuroImage

Abstract

In this study we employed a novel technique to examine the neural basis of written spelling by having subjects touch-type single words on an fMRI compatible QWERTY keyboard. Additionally, in the same group of participants we determined if task-related signal changes associated with typed spelling were also co-localized with or separate from those for reading. Of particular interest were the left inferior frontal gyrus, left inferior parietal lobe as well as an area in the left occipitotemporal cortex termed the Visual Word Form Area (VWFA), each of which have been associated with both spelling and reading. Our results revealed that typed spelling was associated with a left hemisphere network of regions which included the inferior frontal gyrus, intraparietal sulcus, inferior temporal/fusiform gyrus, as well as a region in the superior/middle frontal gyrus, near Exner's area. A conjunction analysis of activation associated with spelling and reading revealed a significant overlap in the left inferior frontal gyrus and occipitotemporal cortex. Interestingly, within the occipitotemporal cortex just lateral and superior to the VWFA we identified an area that was selectively associated with spelling, as revealed by a direct comparison of the two tasks. These results demonstrate that typed spelling activates a predominantly left hemisphere network, a subset of which is functionally relevant to both spelling and reading. Further analysis revealed that the left occipitotemporal cortex contains regions with both conjoint and dissociable patterns of activation for spelling and reading.

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  • Typing relies more heavily on executive and memory-related circuits.

    “Meanwhile, typing relies more heavily on executive and memory-related circuits, as evidenced by the findings of Purcell et al. [27] and Shah et al. (Table 2) [28].”

    From The Neuroscience Behind Writing: Handwriting vs. Typing—Who Wins the Battle? (2025) · cites this paper as [27]

    The Discussion (Medial Prefrontal Cortex; page unavailable) associates typed spelling with regions that may reflect executive task demands. The Introduction describes the graphemic buffer as a working-memory system, but says its processing is shared by typing and handwriting. The paper does not establish that typing relies more heavily on executive and memory-related circuits than handwriting. (LLM, conf=0.86)

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Research works printed but not linked: 86

  1. Aguirre GK 1998 The inferential impact of global signal covariates in functional neuroimaging analyses Neuroimage 8 3 302 6 9758743
  2. Alexander MP 1992 Lesion localization in apractic agraphia Arch Neurol 49 3 246 51 1536626
  3. Bamiou DE 2003 The insula (Island of Reil) and its role in auditory processing. Literature review Brain Res Brain Res Rev 42 2 143 54 12738055
  4. Beauvois MF Derouesne J 1981 Lexical or orthographic agraphia Brain 104 Pt 1 21 49 7470843
  5. Berninger VW 2002 Writing and reading: connections between language by hand and language by eye J Learn Disabil 35 1 39 56 15490899
  6. Bitan T 2005 Shifts of effective connectivity within a language network during rhyming and spelling J Neurosci 25 22 5397 403 15930389 PMC1382290
  7. Booth JR 2002 Functional anatomy of intra- and cross-modal lexical tasks Neuroimage 16 1 7 22 11969313
  8. Booth JR 2002 Modality independence of word comprehension Hum Brain Mapp 16 4 251 61 12112766 PMC6871904
  9. Booth JR 2007 Neural correlates of mapping from phonology to orthography in children performing an auditory spelling task Dev Sci 10 4 441 51 17552934 PMC2638504
  10. Booth JR 2008 Developmental increases in effective connectivity to brain regions involved in phonological processing during tasks with orthographic demands Brain Res 1189 78 89 18068690 PMC2692511
  11. Boyle M Canter GJ 1987 Neuropsychological analysis of a typewriting disturbance following cerebral damage Brain Lang 30 1 147 64 2434183
  12. Buckner RL 2000 Functional MRI evidence for a role of frontal and inferior temporal cortex in amodal components of priming Brain 123 Pt 3 620 40 10686183
  13. Cabeza R Nyberg L 2000 Imaging cognition II: An empirical review of 275 PET and fMRI studies J Cogn Neurosci 12 1 1 47 10769304
  14. Caramazza A Miceli G 1990 The structure of graphemic representations Cognition 37 3 243 97 2282774
  15. Carter CS 1999 The contribution of the anterior cingulate cortex to executive processes in cognition Rev Neurosci 10 1 49 57 10356991
  16. Chialant D Caramazza A 1998 Perceptual and lexical factors in a case of letter-by-letter reading Cogn Neuropsychol 15 167 201 28657521
  17. Cloutman L 2009 A neural network critical for spelling Ann Neurol 66 2 249 53 19743449 PMC2745512
  18. Cohen L 2000 The visual word form area: spatial and temporal characterization of an initial stage of reading in normal subjects and posterior split-brain patients Brain 123 Pt 2 291 307 10648437
  19. Cohen L 2004 Distinct unimodal and multimodal regions for word processing in the left temporal cortex Neuroimage 23 4 1256 70 15589091
  20. Cohen L 2003 Visual word recognition in the left and right hemispheres: anatomical and functional correlates of peripheral alexias Cereb Cortex 13 12 1313 33 14615297
  21. Collins DL 1998 Design and construction of a realistic digital brain phantom IEEE Trans Med Imaging 17 3 463 8 9735909
  22. Coltheart M 1981b The MRC Psycholinguistic Database Quarterly Journal of Experimental Psychology 33A 497 505
  23. Della-Maggiore V 2002 An empirical comparison of SPM preprocessing parameters to the analysis of fMRI data Neuroimage 17 1 19 28 12482065
  24. Ehri L Wilce L 1987 Does learning to spell help beginners learn to read words? Reading Research Quarterly 22 1 47 65
  25. Eickhoff SB 2005 A new SPM toolbox for combining probabilistic cytoarchitectonic maps and functional imaging data Neuroimage 25 4 1325 35 15850749
  26. Fiez JA 1997 Phonology, semantics, and the role of the left inferior prefrontal cortex Hum Brain Mapp 5 2 79 83 10096412
  27. Fiez JA Petersen SE 1998 Neuroimaging studies of word reading Proc Natl Acad Sci U S A 95 3 914 21 9448259 PMC33816
  28. Fiez JA 2006 Specific reading and phonological processing deficits are associated with damage to the left frontal operculum Cortex 42 4 624 43 16881271
  29. Flowers DL 2004 Attention to single letters activates left extrastriate cortex Neuroimage 21 3 829 39 15006649
  30. Friston KJ 2005 Conjunction revisited Neuroimage 25 3 661 7 15808967
  31. Gaillard R 2006 Direct intracranial, FMRI, and lesion evidence for the causal role of left inferotemporal cortex in reading Neuron 50 2 191 204 16630832
  32. Gaillard WD 2004 fMRI language task panel improves determination of language dominance Neurology 63 8 1403 8 15505156
  33. Gerloff C 1997 Stimulation over the human supplementary motor area interferes with the organization of future elements in complex motor sequences Brain 120 Pt 9 1587 602 9313642
  34. Giraud AL Price CJ 2001 The constraints functional neuroimaging places on classical models of auditory word processing J Cogn Neurosci 13 6 754 65 11564320
  35. Glezer LS 2009 Evidence for highly selective neuronal tuning to whole words in the “visual word form area” Neuron 62 2 199 204 19409265 PMC2706007
  36. Gordon AM 1998 Functional magnetic resonance imaging of motor, sensory, and posterior parietal cortical areas during performance of sequential typing movements Exp Brain Res 121 2 153 66 9696384
  37. Henderson VW 2009 Chapter 37 Alexia and agraphia Handb Clin Neurol 95 583 601 19892140
  38. Henry ML 2007 The role of left perisylvian cortical regions in spelling Brain Lang 100 1 44 52 16890279 PMC2362101
  39. Hillis A Rapp R 2005 Cognitive and neural substrates of written language: comprehension and production The cognitive neurosciences III Gazzaniga MS Cambridge, Mass The MIT press 775 787
  40. Hillis AE 2005 The roles of the “visual word form area” in reading Neuroimage 24 2 548 59 15627597
  41. James KH Gauthier I 2006 Letter processing automatically recruits a sensory-motor brain network Neuropsychologia 44 14 2937 49 16920164
  42. James KH 2005 Letter processing in the visual system: different activation patterns for single letters and strings Cogn Affect Behav Neurosci 5 4 452 66 16541814
  43. Jobard G 2003 Evaluation of the dual route theory of reading: a metanalysis of 35 neuroimaging studies Neuroimage 20 2 693 712 14568445
  44. Katanoda K 2001 A functional MRI study on the neural substrates for writing Hum Brain Mapp 13 1 34 42 11284045 PMC6871921
  45. Kawahata N 1988 Alexia with agraphia due to the left posterior inferior temporal lobe lesion--neuropsychological analysis and its pathogenetic mechanisms Brain Lang 33 2 296 310 3258777
  46. Libertus ME 2009 Developmental changes in category-specific brain responses to numbers and letters in a working memory task Neuroimage 44 4 1404 14 19027079 PMC2659412
  47. Longcamp M 2003 Visual presentation of single letters activates a premotor area involved in writing Neuroimage 19 4 1492 500 12948705
  48. Longcamp M 2005 Premotor activations in response to visually presented single letters depend on the hand used to write: a study on left-handers Neuropsychologia 43 12 1801 9 16154456
  49. Lubrano V 2004 Writing-specific sites in frontal areas: a cortical stimulation study J Neurosurg 101 5 787 98 15540917
  50. Maldjian JA 2003 An automated method for neuroanatomic and cytoarchitectonic atlas-based interrogation of fMRI data sets Neuroimage 19 3 1233 9 12880848
  51. Matsuo K 2003 Discrimination of Exner's area and the frontal eye field in humans--functional magnetic resonance imaging during language and saccade tasks Neurosci Lett 340 1 13 6 12648747
  52. Menichelli A 2008 Allographic agraphia: a case study Cortex 44 7 861 8 18489965 PMC3095950
  53. Menon V Desmond JE 2001 Left superior parietal cortex involvement in writing: integrating fMRI with lesion evidence Brain Res Cogn Brain Res 12 2 337 40 11587904
  54. Mesulam MM 1998 From sensation to cognition Brain 121 Pt 6 1013 52 9648540
  55. Moore CJ Price CJ 1999 Three distinct ventral occipitotemporal regions for reading and object naming Neuroimage 10 2 181 92 10417250
  56. Morris D Perney J 1984 Developmental Spelling as a Predictor of First-Grade Reading Achievement The Elemantary School Journal 84 4 440 457
  57. Oldfield RC 1971 The assessment and analysis of handedness: the Edinburgh inventory Neuropsychologia 9 97 133 5146491
  58. Otsukia M 2002 Dystypia: Isolated Typing Impairment without Aphasia, Apraxia or Visuospatial Impairment European Neurology 47 3 136 140 11914550
  59. Penny W Holmes A 2006 Random effects analysis Human Brain Function K F Kiebel S Nichols T Penny W San Diego Academic Press
  60. Philipose LE 2007 Neural regions essential for reading and spelling of words and pseudowords Ann Neurol 62 5 481 92 17702036
  61. Poldrack RA 1999 Functional specialization for semantic and phonological processing in the left inferior prefrontal cortex Neuroimage 10 1 15 35 10385578
  62. Price CJ Devlin JT 2003 The myth of the visual word form area Neuroimage 19 3 473 81 12880781
  63. Pugh KR 1996 Cerebral organization of component processes in reading Brain 119 Pt 4 1221 38 8813285
  64. Rapcsak S Beeson P 2002 Neuroanatomical correlates of spelling and writing The Handbook of Adult Language Disorders Hillis A New York Psychology Press 71 100
  65. Rapcsak SZ Beeson PM 2004 The role of left posterior inferior temporal cortex in spelling Neurology 62 12 2221 9 15210886
  66. Rapcsak SZ 2009 Phonological dyslexia and dysgraphia: cognitive mechanisms and neural substrates Cortex 45 5 575 91 18625494 PMC2689874
  67. Rapp B 2002 Uncovering the cognitive architecture of spelling Handbook on Adult Language Disorders: integrating Cognitive Neuropsychology, Neurology and Rehabilitation Hillis A Philadelphia Psychology Press
  68. Rapp B Caramazza A 1997 From graphemes to abstract letter shapes: levels of representation in written spelling J Exp Psychol Hum Percept Perform 23 4 1130 52 9269731
  69. Rapp B Lipka K 2010 The Literate Brain: The Relationship between Spelling and Reading J Cogn Neurosci PMC3106999 20433242
  70. Ritaccio AL 1992 The role of dominant premotor cortex and grapheme to phoneme transformation in reading epilepsy. A neuroanatomic, neurophysiologic, and neuropsychological study Arch Neurol 49 9 933 9 1520084
  71. Roeltgen DP Heilman KM 1984 Lexical agraphia. Further support for the two-system hypothesis of linguistic agraphia Brain 107 Pt 3 811 27 6206909
  72. Roeltgen DP Heilman KM 1985 Review of Agraphia and a Proposal for an Anatomically-Based Neuropsychological Model of Writing Applied Psycholinguistics 6 n3 205 29
  73. Roux FE 2009 The graphemic/motor frontal area Exner's area revisited Ann Neurol 66 4 537 45 19847902
  74. Rumsey JM 1999 A functional lesion in developmental dyslexia: left angular gyral blood flow predicts severity Brain Lang 70 2 187 204 10550226
  75. Sakurai Y 2007 Parietal dysgraphia: Characterization of abnormal writing stroke sequences, character formation and character recall Behav Neurol 18 2 99 114 17538196 PMC5469963
  76. Salthouse TA 1986 Perceptual, cognitive, and motoric aspects of transcription typing Psychol Bull 99 3 303 19 3714922
  77. Schulte-Korne G 2001 Annotation: Genetics of reading and spelling disorder J Child Psychol Psychiatry 42 8 985 97 11806692
  78. Shallice T 1981 Phonological agraphia and the lexical route in writing Brain 104 3 413 29 7272708
  79. Stevenson J 1987 A twin study of genetic influences on reading and spelling ability and disability J Child Psychol Psychiatry 28 2 229 47 3584294
  80. Sugihara G 2006 Interindividual uniformity and variety of the “Writing center”: a functional MRI study Neuroimage 32 4 1837 49 16872841
  81. Talairach J Tournoux P 1988 Co-planar stereotaxic-atlas of the human brain 3-Dimensional proportional system: approach to cerebral imaging New-York Thieme Medical Publishers Inc.
  82. Tsapkini K Rapp B 2009 The orthography-specific functions of the left fusiform gyrus: Evidence of modality and category specificity Cortex PMC2844337 19428003
  83. Turkeltaub PE 2002 Meta-analysis of the functional neuroanatomy of single-word reading: method and validation Neuroimage 16 3 Pt 1 765 80 12169260
  84. Tzourio-Mazoyer N 2002 Automated anatomical labeling of activations in SPM using a macroscopic anatomical parcellation of the MNI MRI single-subject brain Neuroimage 15 1 273 89 11771995
  85. Warnke A 1999 Reading and spelling disorders: Clinical features and causes European Child & Adolescent Psychiatry 8 3 III/2 III/12 10638363
  86. Xu B 2001 Conjoint and extended neural networks for the computation of speech codes: the neural basis of selective impairment in reading words and pseudowords Cereb Cortex 11 3 267 77 11230098

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Authors
Purcell, J. J., Napoliello, E. M., & Eden, G. F.
Affiliations
Georgetown University (US)
Corresponding author
Eden, Guinevere F.
Venue
NeuroImage
Publisher
Elsevier BV
Published
2011-03
Volume
55
Issue
2
Pages
750-762
ISSN
1053-8119 (ISSN-L)
OpenAlex
W2034252132
Cited by
110
References
6
Citations by year
2026: 6 · 2025: 10 · 2024: 5 · 2023: 10 · 2022: 4 · 2021: 5 · 2020: 5 · 2019: 7 · 2018: 8 · 2017: 6 · 2016: 13 · 2015: 7 · 2014: 6 · 2013: 7 · 2012: 7
FWCI
10.27
Type
journal article
Language
en
Open access
Locations
  • NeuroImage (publishedVersion)
  • PubMed (publishedVersion)
  • PubMed Central (acceptedVersion)
Funders
  • NICHD (R01HD056107)
  • NIDCD (F31DC009545)
  • NSF (SBE 0541953)
Topics
  • Social Sciences › Psychology › Developmental and Educational Psychology › Reading and Literacy Development
  • Life Sciences › Neuroscience › Cognitive Neuroscience › Neurobiology of Language and Bilingualism
  • Life Sciences › Neuroscience › Cognitive Neuroscience › Tactile and Sensory Interactions
Keywords
reading, left inferior frontal gyrus, inferior parietal lobule, intraparietal sulcus, occipitotemporal cortex, visual word form area
MeSH terms
Adolescent, Adult, Brain Mapping, Cerebral Cortex, Female, Humans, Image Interpretation, Computer-Assisted, Magnetic Resonance Imaging, Male, Reading, Writing, Young Adult

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