4.7 Article

Individual Differences in Reading Skill Are Related to Trial-by-Trial Neural Activation Variability in the Reading Network

Journal

JOURNAL OF NEUROSCIENCE
Volume 38, Issue 12, Pages 2981-2989

Publisher

SOC NEUROSCIENCE
DOI: 10.1523/JNEUROSCI.0907-17.2018

Keywords

beta series; BOLD variability; event-related fMRI; individual differences; reading disability; trial-by-trial variability

Categories

Funding

  1. Eunice Kennedy Shriver National Institute of Child Health and Human Development of the National Institutes of Health [P01HD070837, P01HD001994, R01HD086168, R37HD090153]
  2. National Institutes of Health [R01HD078351, R01HD067254, P50HD052120, R01HD044073]
  3. University of California Office of the President [MRP-17-454926]
  4. Oak Foundation [ORIO-16-012]
  5. National Science Foundation [1540854]
  6. EUNICE KENNEDY SHRIVER NATIONAL INSTITUTE OF CHILD HEALTH & HUMAN DEVELOPMENT [P01HD070837, P20HD091013, R37HD090153, R01HD086168, P01HD001994, R01HD067254, R01HD044073, R01HD078351, P50HD052120] Funding Source: NIH RePORTER

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Recent work has suggested that variability in levels of neural activation may be related to behavioral and cognitive performance across a number of domains and may offer information that is not captured by more traditional measures that use the average level of brain activation. We examined the relationship between reading skill in school-aged children and neural activation variability during a functional MRI reading task after taking into account average levels of activity. The reading task involved matching printed and spoken words to pictures of items. Single trial activation estimates were used to calculate the mean and standard deviation of children's responses to print and speech stimuli; multiple regression analyses evaluated the relationship between reading skill and trial-by-trial activation variability. The reliability of observed findings from the discovery sample (n = 44; ages 8-11; 18 female) was then confirmed in an independent sample of children (n = 32; ages 8-11; 14 female). Across the two samples, reading skill was positively related to trial-by-trial variability in the activation response to print in the left inferior frontal gyrus pars triangularis. This relationship held even when accounting for mean levels of activation. This finding suggests that intrasubject variability in trial-by-trial fMRI activation responses to printed words accounts for individual differences in human reading ability that are not fully captured by traditional mean levels of brain activity. Furthermore, this positive relationship between trial-by-trial activation variability and reading skill may provide evidence that neural variability plays a beneficial role during early reading development.

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