Exploring brain plasticity in developmental dyslexia through implicit sequence learning.

Gaia Olivo, Jonas Persson, Martina Hedenius
Author Information
  1. Gaia Olivo: University of Gothenburg, Department of Psychology, Haraldsgatan 1, 405 03, Göteborg, Sweden. gaia.olivo@psy.gu.se. ORCID
  2. Jonas Persson: Karolinska Institute, Department of Neurobiology, Care Sciences and Society, Aging Research Center, Tomtebodavägen 18a, SE-171 65, Solna, Sweden.
  3. Martina Hedenius: Uppsala University, Department of Public Health and Caring Sciences, Biomedical Center, Husargatan 3, 751 22, Uppsala, Sweden.

Abstract

Developmental dyslexia (DD) is defined as difficulties in learning to read even with normal intelligence and adequate educational guidance. Deficits in implicit sequence learning (ISL) abilities have been reported in children with DD. We investigated brain plasticity in a group of 17 children with DD, compared with 18 typically developing (TD) children, after two sessions of training on a serial reaction time (SRT) task with a 24-h interval. Our outcome measures for the task were: a sequence-specific implicit learning measure (ISL), entailing implicit recognition and learning of sequential associations; and a general visuomotor skill learning measure (GSL). Gray matter volume (GMV) increased, and white matter volume (WMV) decreased from day 1 to day 2 in cerebellar areas regardless of group. A moderating effect of group was found on the correlation between WMV underlying the left precentral gyrus at day 2 and the change in ISL performance, suggesting the use of different underlying learning mechanisms in DD and TD children during the ISL task. Moreover, DD had larger WMV in the posterior thalamic radiation compared with TD, supporting previous reports of atypical development of this structure in DD. Further studies with larger sample sizes are warranted to validate these results.

References

  1. Ann Dyslexia. 2011 Jun;61(1):85-110 [PMID: 21082295]
  2. Elife. 2021 Sep 27;10: [PMID: 34569931]
  3. Neuroimage. 2005 May 1;25(4):1266-71 [PMID: 15850744]
  4. Res Dev Disabil. 2013 Oct;34(10):3460-76 [PMID: 23920029]
  5. Neurosci Biobehav Rev. 2015 Apr;51:205-22 [PMID: 25597655]
  6. Res Dev Disabil. 2013 Nov;34(11):3924-35 [PMID: 24021394]
  7. Curr Biol. 2017 Dec 4;27(23):3692-3698.e4 [PMID: 29153326]
  8. Eur Child Adolesc Psychiatry. 2010 May;19(5):407-17 [PMID: 19821136]
  9. Hum Brain Mapp. 2016 Apr;37(4):1443-58 [PMID: 26787263]
  10. Eur Child Adolesc Psychiatry. 2004;13 Suppl 3:14-22 [PMID: 15692875]
  11. Cerebellum. 2013 Apr;12(2):267-76 [PMID: 22851215]
  12. Cereb Cortex. 2017 May 1;27(5):2911-2925 [PMID: 27226440]
  13. Brain. 2005 Oct;128(Pt 10):2453-61 [PMID: 15975942]
  14. Nature. 2004 Jan 22;427(6972):311-2 [PMID: 14737157]
  15. Neuroimage. 2020 Feb 15;207:116387 [PMID: 31765803]
  16. PLoS One. 2013 May 23;8(5):e63998 [PMID: 23717524]
  17. J Neurosci. 2014 Jan 15;34(3):901-8 [PMID: 24431448]
  18. Front Syst Neurosci. 2014 May 20;8:92 [PMID: 24904314]
  19. Cerebellum. 2016 Feb;15(1):34-37 [PMID: 26298473]
  20. Neuropsychology. 2007 Nov;21(6):761-77 [PMID: 17983290]
  21. Front Hum Neurosci. 2020 Aug 14;14:310 [PMID: 32922275]
  22. Neurosci Biobehav Rev. 2018 Jan;84:434-452 [PMID: 28797557]
  23. J Neurosci. 2010 Sep 1;30(35):11670-7 [PMID: 20810887]
  24. Cereb Cortex. 2022 Sep 19;32(19):4356-4369 [PMID: 35136959]
  25. Cold Spring Harb Perspect Biol. 2015 Sep 01;7(9):a021683 [PMID: 26330521]
  26. Neuron. 2017 Dec 20;96(6):1239-1251 [PMID: 29268094]
  27. J Clin Exp Neuropsychol. 2010 Jul;32(6):561-72 [PMID: 19859852]
  28. Trends Neurosci. 2001 Sep;24(9):508-11 [PMID: 11506881]
  29. Nat Neurosci. 2012 Mar 18;15(4):528-36 [PMID: 22426254]
  30. Pediatr Neonatol. 2010 Apr;51(2):89-96 [PMID: 20417459]
  31. Res Dev Disabil. 2011 Nov-Dec;32(6):2362-75 [PMID: 21840165]
  32. Ann N Y Acad Sci. 2008 Dec;1145:132-50 [PMID: 19076394]
  33. Dyslexia. 2018 May;24(2):140-155 [PMID: 29577504]
  34. J Neurosci. 2007 Sep 19;27(38):10073-5 [PMID: 17881512]
  35. Radiology. 2009 Jun;251(3):882-91 [PMID: 19346513]
  36. Neuron. 2015 Apr 22;86(2):529-40 [PMID: 25843404]
  37. Proc Natl Acad Sci U S A. 2011 Apr 19;108(16):6686-8 [PMID: 21464316]
  38. Eur Child Adolesc Psychiatry. 2004;13 Suppl 3:3-13 [PMID: 15692877]
  39. R Soc Open Sci. 2023 Jul 19;10(7):221542 [PMID: 37476512]
  40. Brain Struct Funct. 2012 Jul;217(3):747-60 [PMID: 22198594]
  41. Neuroimage. 2009 May 15;46(1):177-92 [PMID: 19233293]
  42. Front Psychol. 2018 Jul 10;9:1147 [PMID: 30042708]
  43. Proc Natl Acad Sci U S A. 2011 Jan 4;108(1):361-6 [PMID: 21173250]
  44. Hum Brain Mapp. 2022 Aug 1;43(11):3559-3576 [PMID: 35434881]
  45. Ann Dyslexia. 2018 Apr;68(1):1-14 [PMID: 29616459]
  46. Neuropsychology. 2021 Feb;35(2):185-196 [PMID: 33211512]
  47. Neuropsychologia. 2006;44(7):1131-44 [PMID: 16313930]
  48. Curr Opin Behav Sci. 2016 Aug;10:155-161 [PMID: 27458603]
  49. Neuroradiology. 2020 Apr;62(4):525-531 [PMID: 31955236]
  50. Front Aging Neurosci. 2021 Oct 07;13:746982 [PMID: 34690745]
  51. Handb Clin Neurol. 2013;111:229-35 [PMID: 23622168]
  52. Lang Speech Hear Serv Sch. 2018 Oct 24;49(4):798-809 [PMID: 30458541]
  53. Brain Connect. 2013;3(6):601-10 [PMID: 24090214]
  54. Neuropsychologia. 2006;44(11):2178-88 [PMID: 16524602]
  55. Ann N Y Acad Sci. 2008 Dec;1145:212-21 [PMID: 19076399]
  56. Ann Dyslexia. 2013 Jul;63(2):154-70 [PMID: 22996058]
  57. J Neurosci. 1994 Jun;14(6):3775-90 [PMID: 8207487]
  58. Annu Rev Neurosci. 2000;23:393-415 [PMID: 10845069]
  59. J Clin Exp Neuropsychol. 2009 Feb;31(2):205-18 [PMID: 19052951]
  60. J Neural Transm Suppl. 2005;(69):19-36 [PMID: 16355601]
  61. Cereb Cortex. 2020 Mar 14;30(3):851-857 [PMID: 31408088]
  62. Neuron. 2003 Mar 27;37(6):1013-25 [PMID: 12670429]
  63. Neuroimage. 2016 Jun;133:399-407 [PMID: 26994831]
  64. PLoS One. 2012;7(8):e43122 [PMID: 22916214]
  65. J Biomed Nanotechnol. 2014 Oct;10(10):2778-805 [PMID: 25992418]
  66. Hum Brain Mapp. 2019 Feb 1;40(2):505-516 [PMID: 30251768]
  67. Neuropsychologia. 2008 Nov;46(13):3170-8 [PMID: 18692514]
  68. Dev Cogn Neurosci. 2017 Oct;27:69-77 [PMID: 28823983]
  69. Nat Neurosci. 2013 Dec;16(12):1734-6 [PMID: 24162651]

Word Cloud

Created with Highcharts 10.0.0learningDDimplicitISLchildrengroupTDtaskWMVdaydyslexiasequencebrainplasticitycomparedmeasuremattervolume2underlyinglargerDevelopmentaldefineddifficultiesreadevennormalintelligenceadequateeducationalguidanceDeficitsabilitiesreportedinvestigated1718typicallydevelopingtwosessionstrainingserialreactiontimeSRT24-hintervaloutcomemeasureswere:sequence-specificentailingrecognitionsequentialassociationsgeneralvisuomotorskillGSLGrayGMVincreasedwhitedecreased1cerebellarareasregardlessmoderatingeffectfoundcorrelationleftprecentralgyruschangeperformancesuggestingusedifferentmechanismsMoreoverposteriorthalamicradiationsupportingpreviousreportsatypicaldevelopmentstructurestudiessamplesizeswarrantedvalidateresultsExploringdevelopmental

Similar Articles

Cited By