ArticleBrain and language2020
Thalamus is a common locus of reading, arithmetic, and IQ: Analysis of local intrinsic functional properties.
Article in Brain and language, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers.
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Who cites it
9 citing papers in PubMed, 29 citations in OpenAlex.
- Genetic and environmental contributions to ReHo and fALFF in early adolescence vary across brain regions.Cerebral cortex (New York, N.Y. : 1991) · 2025Article
- Patterns of the left thalamus embedding into the connectome associated with reading skills in children with reading disabilities.Network neuroscience (Cambridge, Mass.) · 2024Article
- Detection of neurophysiological markers of cognitive reserve: an EEG study.Frontiers in aging neuroscience · 2024Article
- Characterization of Cortical and Subcortical Structural Brain Asymmetry in Adults with and without Dyslexia.Brain sciences · 2023Article
- Molecular and network-level mechanisms explaining individual differences in autism spectrum disorder.Nature neuroscience · 2023Article
- A cross-sectional natural history study of aspartylglucosaminuria.JIMD reports · 2022Article
- Learning to read Chinese promotes two cortico-subcortical pathways: The development of thalamo-occipital and fronto-striatal circuits.Frontiers in neuroscience · 2022Article
- Development of thalamus mediates paternal age effect on offspring reading: A preliminary investigation.Human brain mapping · 2021Article
- Functional brain hubs are related to age: A primer study with rs-fMRI.International journal of clinical and health psychology : IJCHPArticle
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Authors and funding
5 authors at 4 institutions in 1 country.
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Abstract
Neuroimaging studies of basic achievement skills - reading and arithmetic - often control for the effect of IQ to identify unique neural correlates of each skill. This may underestimate possible effects of common factors between achievement and IQ measures on neuroimaging results. Here, we simultaneously examined achievement (reading and arithmetic) and IQ measures in young adults, aiming to identify MRI correlates of their common factors. Resting-state fMRI (rs-fMRI) data were analyzed using two metrics assessing local intrinsic functional properties; regional homogeneity (ReHo) and fractional amplitude low frequency fluctuation (fALFF), measuring local intrinsic functional connectivity and intrinsic functional activity, respectively. ReHo highlighted the thalamus/pulvinar (a subcortical region implied for selective attention) as a common locus for both achievement skills and IQ. More specifically, the higher the ReHo values, the lower the achievement and IQ scores. For fALFF, the left superior parietal lobule, part of the dorsal attention network, was positively associated with reading and IQ. Collectively, our results highlight attention-related regions, particularly the thalamus/pulvinar as a key region related to individual differences in performance on all the three measures. ReHo in the thalamus/pulvinar may serve as a tool to examine brain mechanisms underlying a comorbidity of reading and arithmetic difficulties, which could co-occur with weakness in general intellectual abilities.
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